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def subtract_ranges(r1s,r2s,already_sorted=False): from seqtools.stream import MultiLocusStream if not already_sorted: r1s = merge_ranges(r1s) r2s = merge_ranges(r2s) outputs = [] mls = MultiLocusStream([BedArrayStream(r1s),BedArrayStream(r2s)]) tot1 = 0 tot2 = 0 for loc in mls: v = loc.payload [beds1,beds2] =v beds1 = beds1[:] beds2 = beds2[:] if len(beds1)==0: continue if len(beds2)==0: outputs += beds1 continue mapping = {} for i in range(0,len(beds1)): mapping[i] = [] beds2min = 0 beds2max = len(beds2) for i in range(0,len(beds1)): for j in range(beds2min,beds2max): cmpval = beds1[i].cmp(beds2[j]) if cmpval == -1: beds2min = j+1 elif cmpval == 0: mapping[i].append(j) else: break for i in range(0,len(beds1)): if len(mapping[i])==0: outputs += beds1 else: outputs += subtract_range_array(beds1[i],[beds2[j] for j in mapping[i]],is_sorted=True) return merge_ranges(outputs)
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'children': [], 'value': 'bed1'},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'intersect'},{'id': '63', 'type': 'argument_list', 'children': ['64']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'bed2'},{'id': '65', 'type': 'if_statement', 'children': ['66', '69']},{'id': '66', 'type': 'comparison_operator', 'children': ['67', '68'], 'value': '=='},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'payload'},{'id': '68', 'type': 'integer', 'children': [], 'value': '1'},{'id': '69', 'type': 'block', 'children': ['70']},{'id': '70', 'type': 'expression_statement', 'children': ['71']},{'id': '71', 'type': 'call', 'children': ['72', '78']},{'id': '72', 'type': 'attribute', 'children': ['73', '77']},{'id': '73', 'type': 'subscript', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'output'},{'id': '75', 'type': 'unary_operator', 'children': ['76'], 'value': '-'},{'id': '76', 'type': 'integer', 'children': [], 'value': '1'},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'set_payload'},{'id': '78', 'type': 'argument_list', 'children': ['79']},{'id': '79', 'type': 'attribute', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'bed1'},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'payload'},{'id': '82', 'type': 'if_statement', 'children': ['83', '86']},{'id': '83', 'type': 'comparison_operator', 'children': ['84', '85'], 'value': '=='},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'payload'},{'id': '85', 'type': 'integer', 'children': [], 'value': '2'},{'id': '86', 'type': 'block', 'children': ['87']},{'id': '87', 'type': 'expression_statement', 'children': ['88']},{'id': '88', 'type': 'call', 'children': ['89', '95']},{'id': '89', 'type': 'attribute', 'children': ['90', '94']},{'id': '90', 'type': 'subscript', 'children': ['91', '92']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'output'},{'id': '92', 'type': 'unary_operator', 'children': ['93'], 'value': '-'},{'id': '93', 'type': 'integer', 'children': [], 'value': '1'},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'set_payload'},{'id': '95', 'type': 'argument_list', 'children': ['96']},{'id': '96', 'type': 'attribute', 'children': ['97', '98']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'bed2'},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'payload'},{'id': '99', 'type': 'elif_clause', 'children': ['100', '103']},{'id': '100', 'type': 'comparison_operator', 'children': ['101', '102'], 'value': '=='},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'cval'},{'id': '102', 'type': 'integer', 'children': [], 'value': '1'},{'id': '103', 'type': 'block', 'children': ['104']},{'id': '104', 'type': 'break_statement', 'children': []},{'id': '105', 'type': 'if_statement', 'children': ['106', '107']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'payload'},{'id': '107', 'type': 'block', 'children': ['108']},{'id': '108', 'type': 'return_statement', 'children': ['109']},{'id': '109', 'type': 'call', 'children': ['110', '111']},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'sort_ranges'},{'id': '111', 'type': 'argument_list', 'children': ['112']},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'output'},{'id': '113', 'type': 'return_statement', 'children': ['114']},{'id': '114', 'type': 'call', 'children': ['115', '116']},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'merge_ranges'},{'id': '116', 'type': 'argument_list', 'children': ['117']},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'output'}
def intersect_range_array(bed1,beds2,payload=None,is_sorted=False): if not is_sorted: beds2 = sort_ranges(beds2) output = [] for bed2 in beds2: cval = bed2.cmp(bed1) if cval == -1: continue elif cval == 0: output.append(bed1.intersect(bed2)) if payload==1: output[-1].set_payload(bed1.payload) if payload==2: output[-1].set_payload(bed2.payload) elif cval == 1: break if payload: return sort_ranges(output) return merge_ranges(output)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort_genomic_ranges'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'rngs'},{'id': '5', 'type': 'block', 'children': ['6']},{'id': '6', 'type': 'return_statement', 'children': ['7']},{'id': '7', 'type': 'call', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '9', 'type': 'argument_list', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'rngs'},{'id': '11', 'type': 'keyword_argument', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '13', 'type': 'lambda', 'children': ['14', '16']},{'id': '14', 'type': 'lambda_parameters', 'children': ['15']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '16', 'type': 'tuple', 'children': ['17', '20', '23']},{'id': '17', 'type': 'attribute', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'chr'},{'id': '20', 'type': 'attribute', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '23', 'type': 'attribute', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'end'}
def sort_genomic_ranges(rngs): return sorted(rngs, key=lambda x: (x.chr, x.start, x.end))
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'topological_sort'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'dependencies'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'start_nodes'},{'id': '6', 'type': 'block', 'children': ['7', '11', '22', '33', '51', '95', '117']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'retval'},{'id': '10', 'type': 'list', 'children': [], 'value': '[]'},{'id': '11', 'type': 'function_definition', 'children': ['12', '13', '15']},{'id': '12', 'type': 'function_name', 'children': [], 'value': 'edges'},{'id': '13', 'type': 'parameters', 'children': ['14']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '15', 'type': 'block', 'children': ['16']},{'id': '16', 'type': 'return_statement', 'children': ['17']},{'id': '17', 'type': 'subscript', 'children': ['18', '21']},{'id': '18', 'type': 'subscript', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'dependencies'},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '21', 'type': 'integer', 'children': [], 'value': '1'},{'id': '22', 'type': 'function_definition', 'children': ['23', '24', '26']},{'id': '23', 'type': 'function_name', 'children': [], 'value': 'in_degree'},{'id': '24', 'type': 'parameters', 'children': ['25']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '26', 'type': 'block', 'children': ['27']},{'id': '27', 'type': 'return_statement', 'children': ['28']},{'id': '28', 'type': 'subscript', 'children': ['29', '32']},{'id': '29', 'type': 'subscript', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'dependencies'},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '32', 'type': 'integer', 'children': [], 'value': '0'},{'id': '33', 'type': 'function_definition', 'children': ['34', '35', '37']},{'id': '34', 'type': 'function_name', 'children': [], 'value': 'remove_incoming'},{'id': '35', 'type': 'parameters', 'children': ['36']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '37', 'type': 'block', 'children': ['38']},{'id': '38', 'type': 'expression_statement', 'children': ['39']},{'id': '39', 'type': 'assignment', 'children': ['40', '45']},{'id': '40', 'type': 'subscript', 'children': ['41', '44']},{'id': '41', 'type': 'subscript', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'dependencies'},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '44', 'type': 'integer', 'children': [], 'value': '0'},{'id': '45', 'type': 'binary_operator', 'children': ['46', '50'], 'value': '-'},{'id': '46', 'type': 'call', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'in_degree'},{'id': '48', 'type': 'argument_list', 'children': ['49']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '50', 'type': 'integer', 'children': [], 'value': '1'},{'id': '51', 'type': 'while_statement', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'start_nodes'},{'id': '53', 'type': 'block', 'children': ['54', '62', '69']},{'id': '54', 'type': 'expression_statement', 'children': ['55']},{'id': '55', 'type': 'assignment', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '57', 'type': 'call', 'children': ['58', '61']},{'id': '58', 'type': 'attribute', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'start_nodes'},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'pop'},{'id': '61', 'type': 'argument_list', 'children': []},{'id': '62', 'type': 'expression_statement', 'children': ['63']},{'id': '63', 'type': 'call', 'children': ['64', '67']},{'id': '64', 'type': 'attribute', 'children': ['65', '66']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'retval'},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '67', 'type': 'argument_list', 'children': ['68']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '69', 'type': 'for_statement', 'children': ['70', '71', '75']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'child'},{'id': '71', 'type': 'call', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'edges'},{'id': '73', 'type': 'argument_list', 'children': ['74']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '75', 'type': 'block', 'children': ['76', '81']},{'id': '76', 'type': 'expression_statement', 'children': ['77']},{'id': '77', 'type': 'call', 'children': ['78', '79']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'remove_incoming'},{'id': '79', 'type': 'argument_list', 'children': ['80']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'child'},{'id': '81', 'type': 'if_statement', 'children': ['82', '87']},{'id': '82', 'type': 'not_operator', 'children': ['83']},{'id': '83', 'type': 'call', 'children': ['84', '85']},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'in_degree'},{'id': '85', 'type': 'argument_list', 'children': ['86']},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'child'},{'id': '87', 'type': 'block', 'children': ['88']},{'id': '88', 'type': 'expression_statement', 'children': ['89']},{'id': '89', 'type': 'call', 'children': ['90', '93']},{'id': '90', 'type': 'attribute', 'children': ['91', '92']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'start_nodes'},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '93', 'type': 'argument_list', 'children': ['94']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'child'},{'id': '95', 'type': 'expression_statement', 'children': ['96']},{'id': '96', 'type': 'assignment', 'children': ['97', '98']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'leftover_nodes'},{'id': '98', 'type': 'list_comprehension', 'children': ['99', '100', '110']},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '100', 'type': 'for_in_clause', 'children': ['101', '102']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '102', 'type': 'call', 'children': ['103', '104']},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '104', 'type': 'argument_list', 'children': ['105']},{'id': '105', 'type': 'call', 'children': ['106', '109']},{'id': '106', 'type': 'attribute', 'children': ['107', '108']},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'dependencies'},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '109', 'type': 'argument_list', 'children': []},{'id': '110', 'type': 'if_clause', 'children': ['111']},{'id': '111', 'type': 'comparison_operator', 'children': ['112', '116'], 'value': '>'},{'id': '112', 'type': 'call', 'children': ['113', '114']},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'in_degree'},{'id': '114', 'type': 'argument_list', 'children': ['115']},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '116', 'type': 'integer', 'children': [], 'value': '0'},{'id': '117', 'type': 'if_statement', 'children': ['118', '119', '125']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'leftover_nodes'},{'id': '119', 'type': 'block', 'children': ['120']},{'id': '120', 'type': 'raise_statement', 'children': ['121']},{'id': '121', 'type': 'call', 'children': ['122', '123']},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'CyclicDependency'},{'id': '123', 'type': 'argument_list', 'children': ['124']},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'leftover_nodes'},{'id': '125', 'type': 'else_clause', 'children': ['126']},{'id': '126', 'type': 'block', 'children': ['127']},{'id': '127', 'type': 'return_statement', 'children': ['128']},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'retval'}
def topological_sort(dependencies, start_nodes): retval = [] def edges(node): return dependencies[node][1] def in_degree(node): return dependencies[node][0] def remove_incoming(node): dependencies[node][0] = in_degree(node) - 1 while start_nodes: node = start_nodes.pop() retval.append(node) for child in edges(node): remove_incoming(child) if not in_degree(child): start_nodes.append(child) leftover_nodes = [node for node in list(dependencies.keys()) if in_degree(node) > 0] if leftover_nodes: raise CyclicDependency(leftover_nodes) else: return retval
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_do_parse'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'inp'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'fmt'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'encoding'},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'force_types'},{'id': '8', 'type': 'block', 'children': ['9', '13', '19', '189']},{'id': '9', 'type': 'expression_statement', 'children': ['10']},{'id': '10', 'type': 'assignment', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'res'},{'id': '12', 'type': 'dictionary', 'children': []},{'id': '13', 'type': 'expression_statement', 'children': ['14']},{'id': '14', 'type': 'call', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': '_check_lib_installed'},{'id': '16', 'type': 'argument_list', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'fmt'},{'id': '18', 'type': 'string', 'children': [], 'value': "'parse'"},{'id': '19', 'type': 'if_statement', 'children': ['20', '23', '44', '78', '112', '155', '172', '186']},{'id': '20', 'type': 'comparison_operator', 'children': ['21', '22'], 'value': '=='},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'fmt'},{'id': '22', 'type': 'string', 'children': [], 'value': "'ini'"},{'id': '23', 'type': 'block', 'children': ['24', '36']},{'id': '24', 'type': 'expression_statement', 'children': ['25']},{'id': '25', 'type': 'assignment', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'cfg'},{'id': '27', 'type': 'call', 'children': ['28', '31']},{'id': '28', 'type': 'attribute', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'configobj'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'ConfigObj'},{'id': '31', 'type': 'argument_list', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'inp'},{'id': '33', 'type': 'keyword_argument', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'encoding'},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'encoding'},{'id': '36', 'type': 'expression_statement', 'children': ['37']},{'id': '37', 'type': 'assignment', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'res'},{'id': '39', 'type': 'call', 'children': ['40', '43']},{'id': '40', 'type': 'attribute', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'cfg'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'dict'},{'id': '43', 'type': 'argument_list', 'children': []},{'id': '44', 'type': 'elif_clause', 'children': ['45', '48']},{'id': '45', 'type': 'comparison_operator', 'children': ['46', '47'], 'value': '=='},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'fmt'},{'id': '47', 'type': 'string', 'children': [], 'value': "'json'"},{'id': '48', 'type': 'block', 'children': ['49', '66']},{'id': '49', 'type': 'if_statement', 'children': ['50', '53']},{'id': '50', 'type': 'attribute', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'six'},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'PY3'},{'id': '53', 'type': 'block', 'children': ['54']},{'id': '54', 'type': 'expression_statement', 'children': ['55']},{'id': '55', 'type': 'assignment', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'inp'},{'id': '57', 'type': 'call', 'children': ['58', '61']},{'id': '58', 'type': 'attribute', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'io'},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'TextIOWrapper'},{'id': '61', 'type': 'argument_list', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'inp'},{'id': '63', 'type': 'keyword_argument', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'encoding'},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'encoding'},{'id': '66', 'type': 'expression_statement', 'children': ['67']},{'id': '67', 'type': 'assignment', 'children': ['68', '69']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'res'},{'id': '69', 'type': 'call', 'children': ['70', '73']},{'id': '70', 'type': 'attribute', 'children': ['71', '72']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'json'},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'load'},{'id': '73', 'type': 'argument_list', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'inp'},{'id': '75', 'type': 'keyword_argument', 'children': ['76', '77']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'encoding'},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'encoding'},{'id': '78', 'type': 'elif_clause', 'children': ['79', '82']},{'id': '79', 'type': 'comparison_operator', 'children': ['80', '81'], 'value': '=='},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'fmt'},{'id': '81', 'type': 'string', 'children': [], 'value': "'json5'"},{'id': '82', 'type': 'block', 'children': ['83', '100']},{'id': '83', 'type': 'if_statement', 'children': ['84', '87']},{'id': '84', 'type': 'attribute', 'children': ['85', '86']},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'six'},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'PY3'},{'id': '87', 'type': 'block', 'children': ['88']},{'id': '88', 'type': 'expression_statement', 'children': ['89']},{'id': '89', 'type': 'assignment', 'children': ['90', '91']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'inp'},{'id': '91', 'type': 'call', 'children': ['92', '95']},{'id': '92', 'type': 'attribute', 'children': ['93', '94']},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'io'},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'TextIOWrapper'},{'id': '95', 'type': 'argument_list', 'children': ['96', '97']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'inp'},{'id': '97', 'type': 'keyword_argument', 'children': ['98', '99']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'encoding'},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'encoding'},{'id': '100', 'type': 'expression_statement', 'children': ['101']},{'id': '101', 'type': 'assignment', 'children': ['102', '103']},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'res'},{'id': '103', 'type': 'call', 'children': ['104', '107']},{'id': '104', 'type': 'attribute', 'children': ['105', '106']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'json5'},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'load'},{'id': '107', 'type': 'argument_list', 'children': ['108', '109']},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'inp'},{'id': '109', 'type': 'keyword_argument', 'children': ['110', '111']},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'encoding'},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'encoding'},{'id': '112', 'type': 'elif_clause', 'children': ['113', '116']},{'id': '113', 'type': 'comparison_operator', 'children': ['114', '115'], 'value': '=='},{'id': '114', 'type': 'identifier', 'children': [], 'value': 'fmt'},{'id': '115', 'type': 'string', 'children': [], 'value': "'toml'"},{'id': '116', 'type': 'block', 'children': ['117', '129', '146']},{'id': '117', 'type': 'if_statement', 'children': ['118', '123']},{'id': '118', 'type': 'not_operator', 'children': ['119']},{'id': '119', 'type': 'call', 'children': ['120', '121']},{'id': '120', 'type': 'identifier', 'children': [], 'value': '_is_utf8'},{'id': '121', 'type': 'argument_list', 'children': ['122']},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'encoding'},{'id': '123', 'type': 'block', 'children': ['124']},{'id': '124', 'type': 'raise_statement', 'children': ['125']},{'id': '125', 'type': 'call', 'children': ['126', '127']},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'AnyMarkupError'},{'id': '127', 'type': 'argument_list', 'children': ['128']},{'id': '128', 'type': 'string', 'children': [], 'value': "'toml is always utf-8 encoded according to specification'"},{'id': '129', 'type': 'if_statement', 'children': ['130', '133']},{'id': '130', 'type': 'attribute', 'children': ['131', '132']},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'six'},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'PY3'},{'id': '133', 'type': 'block', 'children': ['134']},{'id': '134', 'type': 'expression_statement', 'children': ['135']},{'id': '135', 'type': 'assignment', 'children': ['136', '137']},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'inp'},{'id': '137', 'type': 'call', 'children': ['138', '141']},{'id': '138', 'type': 'attribute', 'children': ['139', '140']},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'io'},{'id': '140', 'type': 'identifier', 'children': [], 'value': 'TextIOWrapper'},{'id': '141', 'type': 'argument_list', 'children': ['142', '143']},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'inp'},{'id': '143', 'type': 'keyword_argument', 'children': ['144', '145']},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'encoding'},{'id': '145', 'type': 'identifier', 'children': [], 'value': 'encoding'},{'id': '146', 'type': 'expression_statement', 'children': ['147']},{'id': '147', 'type': 'assignment', 'children': ['148', '149']},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'res'},{'id': '149', 'type': 'call', 'children': ['150', '153']},{'id': '150', 'type': 'attribute', 'children': ['151', '152']},{'id': '151', 'type': 'identifier', 'children': [], 'value': 'toml'},{'id': '152', 'type': 'identifier', 'children': [], 'value': 'load'},{'id': '153', 'type': 'argument_list', 'children': ['154']},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'inp'},{'id': '155', 'type': 'elif_clause', 'children': ['156', '159']},{'id': '156', 'type': 'comparison_operator', 'children': ['157', '158'], 'value': '=='},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'fmt'},{'id': '158', 'type': 'string', 'children': [], 'value': "'xml'"},{'id': '159', 'type': 'block', 'children': ['160']},{'id': '160', 'type': 'expression_statement', 'children': ['161']},{'id': '161', 'type': 'assignment', 'children': ['162', '163']},{'id': '162', 'type': 'identifier', 'children': [], 'value': 'res'},{'id': '163', 'type': 'call', 'children': ['164', '167']},{'id': '164', 'type': 'attribute', 'children': ['165', '166']},{'id': '165', 'type': 'identifier', 'children': [], 'value': 'xmltodict'},{'id': '166', 'type': 'identifier', 'children': [], 'value': 'parse'},{'id': '167', 'type': 'argument_list', 'children': ['168', '169']},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'inp'},{'id': '169', 'type': 'keyword_argument', 'children': ['170', '171']},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'encoding'},{'id': '171', 'type': 'identifier', 'children': [], 'value': 'encoding'},{'id': '172', 'type': 'elif_clause', 'children': ['173', '176']},{'id': '173', 'type': 'comparison_operator', 'children': ['174', '175'], 'value': '=='},{'id': '174', 'type': 'identifier', 'children': [], 'value': 'fmt'},{'id': '175', 'type': 'string', 'children': [], 'value': "'yaml'"},{'id': '176', 'type': 'block', 'children': ['177']},{'id': '177', 'type': 'expression_statement', 'children': ['178']},{'id': '178', 'type': 'assignment', 'children': ['179', '180']},{'id': '179', 'type': 'identifier', 'children': [], 'value': 'res'},{'id': '180', 'type': 'call', 'children': ['181', '184']},{'id': '181', 'type': 'attribute', 'children': ['182', '183']},{'id': '182', 'type': 'identifier', 'children': [], 'value': 'yaml'},{'id': '183', 'type': 'identifier', 'children': [], 'value': 'safe_load'},{'id': '184', 'type': 'argument_list', 'children': ['185']},{'id': '185', 'type': 'identifier', 'children': [], 'value': 'inp'},{'id': '186', 'type': 'else_clause', 'children': ['187']},{'id': '187', 'type': 'block', 'children': ['188']},{'id': '188', 'type': 'raise_statement', 'children': []},{'id': '189', 'type': 'return_statement', 'children': ['190']},{'id': '190', 'type': 'call', 'children': ['191', '192']},{'id': '191', 'type': 'identifier', 'children': [], 'value': '_ensure_proper_types'},{'id': '192', 'type': 'argument_list', 'children': ['193', '194', '195']},{'id': '193', 'type': 'identifier', 'children': [], 'value': 'res'},{'id': '194', 'type': 'identifier', 'children': [], 'value': 'encoding'},{'id': '195', 'type': 'identifier', 'children': [], 'value': 'force_types'}
def _do_parse(inp, fmt, encoding, force_types): res = {} _check_lib_installed(fmt, 'parse') if fmt == 'ini': cfg = configobj.ConfigObj(inp, encoding=encoding) res = cfg.dict() elif fmt == 'json': if six.PY3: inp = io.TextIOWrapper(inp, encoding=encoding) res = json.load(inp, encoding=encoding) elif fmt == 'json5': if six.PY3: inp = io.TextIOWrapper(inp, encoding=encoding) res = json5.load(inp, encoding=encoding) elif fmt == 'toml': if not _is_utf8(encoding): raise AnyMarkupError('toml is always utf-8 encoded according to specification') if six.PY3: inp = io.TextIOWrapper(inp, encoding=encoding) res = toml.load(inp) elif fmt == 'xml': res = xmltodict.parse(inp, encoding=encoding) elif fmt == 'yaml': res = yaml.safe_load(inp) else: raise return _ensure_proper_types(res, encoding, force_types)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_do_serialize'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'struct'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'fmt'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'encoding'},{'id': '7', 'type': 'block', 'children': ['8', '12', '18', '180']},{'id': '8', 'type': 'expression_statement', 'children': ['9']},{'id': '9', 'type': 'assignment', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'res'},{'id': '11', 'type': 'None', 'children': []},{'id': '12', 'type': 'expression_statement', 'children': ['13']},{'id': '13', 'type': 'call', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': '_check_lib_installed'},{'id': '15', 'type': 'argument_list', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'fmt'},{'id': '17', 'type': 'string', 'children': [], 'value': "'serialize'"},{'id': '18', 'type': 'if_statement', 'children': ['19', '22', '63', '101', '132', '157', '177']},{'id': '19', 'type': 'comparison_operator', 'children': ['20', '21'], 'value': '=='},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'fmt'},{'id': '21', 'type': 'string', 'children': [], 'value': "'ini'"},{'id': '22', 'type': 'block', 'children': ['23', '34', '50']},{'id': '23', 'type': 'expression_statement', 'children': ['24']},{'id': '24', 'type': 'assignment', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'config'},{'id': '26', 'type': 'call', 'children': ['27', '30']},{'id': '27', 'type': 'attribute', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'configobj'},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'ConfigObj'},{'id': '30', 'type': 'argument_list', 'children': ['31']},{'id': '31', 'type': 'keyword_argument', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'encoding'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'encoding'},{'id': '34', 'type': 'for_statement', 'children': ['35', '38', '43']},{'id': '35', 'type': 'pattern_list', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '38', 'type': 'call', 'children': ['39', '42']},{'id': '39', 'type': 'attribute', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'struct'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '42', 'type': 'argument_list', 'children': []},{'id': '43', 'type': 'block', 'children': ['44']},{'id': '44', 'type': 'expression_statement', 'children': ['45']},{'id': '45', 'type': 'assignment', 'children': ['46', '49']},{'id': '46', 'type': 'subscript', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'config'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '50', 'type': 'expression_statement', 'children': ['51']},{'id': '51', 'type': 'assignment', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'res'},{'id': '53', 'type': 'call', 'children': ['54', '57']},{'id': '54', 'type': 'attribute', 'children': ['55', '56']},{'id': '55', 'type': 'string', 'children': [], 'value': "b'\\n'"},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '57', 'type': 'argument_list', 'children': ['58']},{'id': '58', 'type': 'call', 'children': ['59', '62']},{'id': '59', 'type': 'attribute', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'config'},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'write'},{'id': '62', 'type': 'argument_list', 'children': []},{'id': '63', 'type': 'elif_clause', 'children': ['64', '69']},{'id': '64', 'type': 'comparison_operator', 'children': ['65', '66'], 'value': 'in'},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'fmt'},{'id': '66', 'type': 'list', 'children': ['67', '68'], 'value': "['json', 'json5']"},{'id': '67', 'type': 'string', 'children': [], 'value': "'json'"},{'id': '68', 'type': 'string', 'children': [], 'value': "'json5'"},{'id': '69', 'type': 'block', 'children': ['70']},{'id': '70', 'type': 'expression_statement', 'children': ['71']},{'id': '71', 'type': 'assignment', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'res'},{'id': '73', 'type': 'call', 'children': ['74', '99']},{'id': '74', 'type': 'attribute', 'children': ['75', '98']},{'id': '75', 'type': 'call', 'children': ['76', '85']},{'id': '76', 'type': 'attribute', 'children': ['77', '84']},{'id': '77', 'type': '()', 'children': ['78']},{'id': '78', 'type': 'conditional_expression', 'children': ['79', '80', '83'], 'value': 'if'},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'json'},{'id': '80', 'type': 'comparison_operator', 'children': ['81', '82'], 'value': '=='},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'fmt'},{'id': '82', 'type': 'string', 'children': [], 'value': "'json'"},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'json5'},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'dumps'},{'id': '85', 'type': 'argument_list', 'children': ['86', '87', '90', '95']},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'struct'},{'id': '87', 'type': 'keyword_argument', 'children': ['88', '89']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'indent'},{'id': '89', 'type': 'integer', 'children': [], 'value': '2'},{'id': '90', 'type': 'keyword_argument', 'children': ['91', '92']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'separators'},{'id': '92', 'type': 'tuple', 'children': ['93', '94']},{'id': '93', 'type': 'string', 'children': [], 'value': "','"},{'id': '94', 'type': 'string', 'children': [], 'value': "': '"},{'id': '95', 'type': 'keyword_argument', 'children': ['96', '97']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'ensure_ascii'},{'id': '97', 'type': 'False', 'children': []},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'encode'},{'id': '99', 'type': 'argument_list', 'children': ['100']},{'id': '100', 'type': 'identifier', 'children': [], 'value': 'encoding'},{'id': '101', 'type': 'elif_clause', 'children': ['102', '105']},{'id': '102', 'type': 'comparison_operator', 'children': ['103', '104'], 'value': '=='},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'fmt'},{'id': '104', 'type': 'string', 'children': [], 'value': "'toml'"},{'id': '105', 'type': 'block', 'children': ['106', '118']},{'id': '106', 'type': 'if_statement', 'children': ['107', '112']},{'id': '107', 'type': 'not_operator', 'children': ['108']},{'id': '108', 'type': 'call', 'children': ['109', '110']},{'id': '109', 'type': 'identifier', 'children': [], 'value': '_is_utf8'},{'id': '110', 'type': 'argument_list', 'children': ['111']},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'encoding'},{'id': '112', 'type': 'block', 'children': ['113']},{'id': '113', 'type': 'raise_statement', 'children': ['114']},{'id': '114', 'type': 'call', 'children': ['115', '116']},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'AnyMarkupError'},{'id': '116', 'type': 'argument_list', 'children': ['117']},{'id': '117', 'type': 'string', 'children': [], 'value': "'toml must always be utf-8 encoded according to specification'"},{'id': '118', 'type': 'expression_statement', 'children': ['119']},{'id': '119', 'type': 'assignment', 'children': ['120', '121']},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'res'},{'id': '121', 'type': 'call', 'children': ['122', '130']},{'id': '122', 'type': 'attribute', 'children': ['123', '129']},{'id': '123', 'type': 'call', 'children': ['124', '127']},{'id': '124', 'type': 'attribute', 'children': ['125', '126']},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'toml'},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'dumps'},{'id': '127', 'type': 'argument_list', 'children': ['128']},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'struct'},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'encode'},{'id': '130', 'type': 'argument_list', 'children': ['131']},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'encoding'},{'id': '132', 'type': 'elif_clause', 'children': ['133', '136']},{'id': '133', 'type': 'comparison_operator', 'children': ['134', '135'], 'value': '=='},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'fmt'},{'id': '135', 'type': 'string', 'children': [], 'value': "'xml'"},{'id': '136', 'type': 'block', 'children': ['137']},{'id': '137', 'type': 'expression_statement', 'children': ['138']},{'id': '138', 'type': 'assignment', 'children': ['139', '140']},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'res'},{'id': '140', 'type': 'call', 'children': ['141', '155']},{'id': '141', 'type': 'attribute', 'children': ['142', '154']},{'id': '142', 'type': 'call', 'children': ['143', '146']},{'id': '143', 'type': 'attribute', 'children': ['144', '145']},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'xmltodict'},{'id': '145', 'type': 'identifier', 'children': [], 'value': 'unparse'},{'id': '146', 'type': 'argument_list', 'children': ['147', '148', '151']},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'struct'},{'id': '148', 'type': 'keyword_argument', 'children': ['149', '150']},{'id': '149', 'type': 'identifier', 'children': [], 'value': 'pretty'},{'id': '150', 'type': 'True', 'children': []},{'id': '151', 'type': 'keyword_argument', 'children': ['152', '153']},{'id': '152', 'type': 'identifier', 'children': [], 'value': 'encoding'},{'id': '153', 'type': 'string', 'children': [], 'value': "'utf-8'"},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'encode'},{'id': '155', 'type': 'argument_list', 'children': ['156']},{'id': '156', 'type': 'string', 'children': [], 'value': "'utf-8'"},{'id': '157', 'type': 'elif_clause', 'children': ['158', '161']},{'id': '158', 'type': 'comparison_operator', 'children': ['159', '160'], 'value': '=='},{'id': '159', 'type': 'identifier', 'children': [], 'value': 'fmt'},{'id': '160', 'type': 'string', 'children': [], 'value': "'yaml'"},{'id': '161', 'type': 'block', 'children': ['162']},{'id': '162', 'type': 'expression_statement', 'children': ['163']},{'id': '163', 'type': 'assignment', 'children': ['164', '165']},{'id': '164', 'type': 'identifier', 'children': [], 'value': 'res'},{'id': '165', 'type': 'call', 'children': ['166', '169']},{'id': '166', 'type': 'attribute', 'children': ['167', '168']},{'id': '167', 'type': 'identifier', 'children': [], 'value': 'yaml'},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'safe_dump'},{'id': '169', 'type': 'argument_list', 'children': ['170', '171', '174']},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'struct'},{'id': '171', 'type': 'keyword_argument', 'children': ['172', '173']},{'id': '172', 'type': 'identifier', 'children': [], 'value': 'encoding'},{'id': '173', 'type': 'string', 'children': [], 'value': "'utf-8'"},{'id': '174', 'type': 'keyword_argument', 'children': ['175', '176']},{'id': '175', 'type': 'identifier', 'children': [], 'value': 'default_flow_style'},{'id': '176', 'type': 'False', 'children': []},{'id': '177', 'type': 'else_clause', 'children': ['178']},{'id': '178', 'type': 'block', 'children': ['179']},{'id': '179', 'type': 'raise_statement', 'children': []},{'id': '180', 'type': 'return_statement', 'children': ['181']},{'id': '181', 'type': 'identifier', 'children': [], 'value': 'res'}
def _do_serialize(struct, fmt, encoding): res = None _check_lib_installed(fmt, 'serialize') if fmt == 'ini': config = configobj.ConfigObj(encoding=encoding) for k, v in struct.items(): config[k] = v res = b'\n'.join(config.write()) elif fmt in ['json', 'json5']: res = (json if fmt == 'json' else json5).dumps(struct, indent=2, separators=(',', ': '), ensure_ascii=False).encode(encoding) elif fmt == 'toml': if not _is_utf8(encoding): raise AnyMarkupError('toml must always be utf-8 encoded according to specification') res = toml.dumps(struct).encode(encoding) elif fmt == 'xml': res = xmltodict.unparse(struct, pretty=True, encoding='utf-8').encode('utf-8') elif fmt == 'yaml': res = yaml.safe_dump(struct, encoding='utf-8', default_flow_style=False) else: raise return res
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort_header'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'header_text'},{'id': '5', 'type': 'block', 'children': ['6', '19', '23', '56', '60', '64', '126']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'lines'},{'id': '9', 'type': 'call', 'children': ['10', '17']},{'id': '10', 'type': 'attribute', 'children': ['11', '16']},{'id': '11', 'type': 'call', 'children': ['12', '15']},{'id': '12', 'type': 'attribute', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'header_text'},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'rstrip'},{'id': '15', 'type': 'argument_list', 'children': []},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'split'},{'id': '17', 'type': 'argument_list', 'children': ['18']},{'id': '18', 'type': 'string', 'children': [], 'value': '"\\n"'},{'id': '19', 'type': 'expression_statement', 'children': ['20']},{'id': '20', 'type': 'assignment', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'rlens'},{'id': '22', 'type': 'dictionary', 'children': []},{'id': '23', 'type': 'for_statement', 'children': ['24', '25', '26']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'ln'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'lines'},{'id': '26', 'type': 'block', 'children': ['27', '37']},{'id': '27', 'type': 'expression_statement', 'children': ['28']},{'id': '28', 'type': 'assignment', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '30', 'type': 'call', 'children': ['31', '34']},{'id': '31', 'type': 'attribute', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 're'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'match'},{'id': '34', 'type': 'argument_list', 'children': ['35', '36']},{'id': '35', 'type': 'string', 'children': [], 'value': "'@SQ\\tSN:(\\S+)\\tLN:(\\S+)'"},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'ln'},{'id': '37', 'type': 'if_statement', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '39', 'type': 'block', 'children': ['40']},{'id': '40', 'type': 'expression_statement', 'children': ['41']},{'id': '41', 'type': 'assignment', 'children': ['42', '50']},{'id': '42', 'type': 'subscript', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'rlens'},{'id': '44', 'type': 'call', 'children': ['45', '48']},{'id': '45', 'type': 'attribute', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'group'},{'id': '48', 'type': 'argument_list', 'children': ['49']},{'id': '49', 'type': 'integer', 'children': [], 'value': '1'},{'id': '50', 'type': 'call', 'children': ['51', '54']},{'id': '51', 'type': 'attribute', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'group'},{'id': '54', 'type': 'argument_list', 'children': ['55']},{'id': '55', 'type': 'integer', 'children': [], 'value': '2'},{'id': '56', 'type': 'expression_statement', 'children': ['57']},{'id': '57', 'type': 'assignment', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'output'},{'id': '59', 'type': 'string', 'children': [], 'value': "''"},{'id': '60', 'type': 'expression_statement', 'children': ['61']},{'id': '61', 'type': 'assignment', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'done_lens'},{'id': '63', 'type': 'False', 'children': []},{'id': '64', 'type': 'for_statement', 'children': ['65', '66', '67']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'ln'},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'lines'},{'id': '67', 'type': 'block', 'children': ['68']},{'id': '68', 'type': 'if_statement', 'children': ['69', '76', '113']},{'id': '69', 'type': 'call', 'children': ['70', '73']},{'id': '70', 'type': 'attribute', 'children': ['71', '72']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 're'},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'match'},{'id': '73', 'type': 'argument_list', 'children': ['74', '75']},{'id': '74', 'type': 'string', 'children': [], 'value': "'@SQ\\tSN:'"},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'ln'},{'id': '76', 'type': 'block', 'children': ['77']},{'id': '77', 'type': 'if_statement', 'children': ['78', '80']},{'id': '78', 'type': 'not_operator', 'children': ['79']},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'done_lens'},{'id': '80', 'type': 'block', 'children': ['81', '85']},{'id': '81', 'type': 'expression_statement', 'children': ['82']},{'id': '82', 'type': 'assignment', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'done_lens'},{'id': '84', 'type': 'True', 'children': []},{'id': '85', 'type': 'for_statement', 'children': ['86', '87', '95']},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'chr'},{'id': '87', 'type': 'call', 'children': ['88', '89']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '89', 'type': 'argument_list', 'children': ['90']},{'id': '90', 'type': 'call', 'children': ['91', '94']},{'id': '91', 'type': 'attribute', 'children': ['92', '93']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'rlens'},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '94', 'type': 'argument_list', 'children': []},{'id': '95', 'type': 'block', 'children': ['96']},{'id': '96', 'type': 'expression_statement', 'children': ['97']},{'id': '97', 'type': 'augmented_assignment', 'children': ['98', '99'], 'value': '+='},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'output'},{'id': '99', 'type': 'binary_operator', 'children': ['100', '112'], 'value': '+'},{'id': '100', 'type': 'binary_operator', 'children': ['101', '106'], 'value': '+'},{'id': '101', 'type': 'binary_operator', 'children': ['102', '105'], 'value': '+'},{'id': '102', 'type': 'binary_operator', 'children': ['103', '104'], 'value': '+'},{'id': '103', 'type': 'string', 'children': [], 'value': '"@SQ\\tSN:"'},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'chr'},{'id': '105', 'type': 'string', 'children': [], 'value': '"\\tLN:"'},{'id': '106', 'type': 'call', 'children': ['107', '108']},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '108', 'type': 'argument_list', 'children': ['109']},{'id': '109', 'type': 'subscript', 'children': ['110', '111']},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'rlens'},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'chr'},{'id': '112', 'type': 'string', 'children': [], 'value': '"\\n"'},{'id': '113', 'type': 'else_clause', 'children': ['114']},{'id': '114', 'type': 'block', 'children': ['115']},{'id': '115', 'type': 'expression_statement', 'children': ['116']},{'id': '116', 'type': 'augmented_assignment', 'children': ['117', '118'], 'value': '+='},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'output'},{'id': '118', 'type': 'binary_operator', 'children': ['119', '125'], 'value': '+'},{'id': '119', 'type': 'call', 'children': ['120', '123']},{'id': '120', 'type': 'attribute', 'children': ['121', '122']},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'ln'},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'rstrip'},{'id': '123', 'type': 'argument_list', 'children': ['124']},{'id': '124', 'type': 'string', 'children': [], 'value': '"\\n"'},{'id': '125', 'type': 'string', 'children': [], 'value': '"\\n"'},{'id': '126', 'type': 'return_statement', 'children': ['127']},{'id': '127', 'type': 'identifier', 'children': [], 'value': 'output'}
def sort_header(header_text): lines = header_text.rstrip().split("\n") rlens = {} for ln in lines: m = re.match('@SQ\tSN:(\S+)\tLN:(\S+)',ln) if m: rlens[m.group(1)] = m.group(2) output = '' done_lens = False for ln in lines: if re.match('@SQ\tSN:',ln): if not done_lens: done_lens = True for chr in sorted(rlens.keys()): output += "@SQ\tSN:"+chr+"\tLN:"+str(rlens[chr])+"\n" else: output += ln.rstrip("\n")+"\n" return output
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '6', 'type': 'default_parameter', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'direction'},{'id': '8', 'type': 'string', 'children': [], 'value': '"asc"'},{'id': '9', 'type': 'block', 'children': ['10', '23', '35']},{'id': '10', 'type': 'if_statement', 'children': ['11', '17']},{'id': '11', 'type': 'not_operator', 'children': ['12']},{'id': '12', 'type': 'call', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '14', 'type': 'argument_list', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'basestring'},{'id': '17', 'type': 'block', 'children': ['18']},{'id': '18', 'type': 'raise_statement', 'children': ['19']},{'id': '19', 'type': 'call', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '21', 'type': 'argument_list', 'children': ['22']},{'id': '22', 'type': 'string', 'children': [], 'value': '"Field should be a string"'},{'id': '23', 'type': 'if_statement', 'children': ['24', '29']},{'id': '24', 'type': 'comparison_operator', 'children': ['25', '26'], 'value': 'not'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'direction'},{'id': '26', 'type': 'list', 'children': ['27', '28'], 'value': '["asc", "desc"]'},{'id': '27', 'type': 'string', 'children': [], 'value': '"asc"'},{'id': '28', 'type': 'string', 'children': [], 'value': '"desc"'},{'id': '29', 'type': 'block', 'children': ['30']},{'id': '30', 'type': 'raise_statement', 'children': ['31']},{'id': '31', 'type': 'call', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '33', 'type': 'argument_list', 'children': ['34']},{'id': '34', 'type': 'string', 'children': [], 'value': '"Sort direction should be `asc` or `desc`"'},{'id': '35', 'type': 'expression_statement', 'children': ['36']},{'id': '36', 'type': 'call', 'children': ['37', '42']},{'id': '37', 'type': 'attribute', 'children': ['38', '41']},{'id': '38', 'type': 'attribute', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'sorts'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '42', 'type': 'argument_list', 'children': ['43']},{'id': '43', 'type': 'dictionary', 'children': ['44']},{'id': '44', 'type': 'pair', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'direction'}
def sort(self, field, direction="asc"): if not isinstance(field, basestring): raise ValueError("Field should be a string") if direction not in ["asc", "desc"]: raise ValueError("Sort direction should be `asc` or `desc`") self.sorts.append({field: direction})
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'remove_sort'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'field_name'},{'id': '6', 'type': 'block', 'children': ['7']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '12']},{'id': '9', 'type': 'attribute', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'sorts'},{'id': '12', 'type': 'list_comprehension', 'children': ['13', '19', '26']},{'id': '13', 'type': 'call', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'dict'},{'id': '15', 'type': 'argument_list', 'children': ['16']},{'id': '16', 'type': 'keyword_argument', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '19', 'type': 'for_in_clause', 'children': ['20', '23']},{'id': '20', 'type': 'pattern_list', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '23', 'type': 'attribute', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'sorts'},{'id': '26', 'type': 'if_clause', 'children': ['27']},{'id': '27', 'type': 'comparison_operator', 'children': ['28', '29'], 'value': 'is'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'field_name'}
def remove_sort(self, field_name): self.sorts = [dict(field=value) for field, value in self.sorts if field is not field_name]
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '4']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'aggregate_registry_timers'},{'id': '3', 'type': 'parameters', 'children': []},{'id': '4', 'type': 'block', 'children': ['5', '8', '27', '31', '100', '106']},{'id': '5', 'type': 'import_statement', 'children': ['6']},{'id': '6', 'type': 'dotted_name', 'children': ['7']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'itertools'},{'id': '8', 'type': 'expression_statement', 'children': ['9']},{'id': '9', 'type': 'assignment', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'timers'},{'id': '11', 'type': 'call', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '13', 'type': 'argument_list', 'children': ['14', '19']},{'id': '14', 'type': 'call', 'children': ['15', '18']},{'id': '15', 'type': 'attribute', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'shared_registry'},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'values'},{'id': '18', 'type': 'argument_list', 'children': []},{'id': '19', 'type': 'keyword_argument', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '21', 'type': 'lambda', 'children': ['22', '24']},{'id': '22', 'type': 'lambda_parameters', 'children': ['23']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '24', 'type': 'attribute', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'desc'},{'id': '27', 'type': 'expression_statement', 'children': ['28']},{'id': '28', 'type': 'assignment', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'aggregate_timers'},{'id': '30', 'type': 'list', 'children': [], 'value': '[]'},{'id': '31', 'type': 'for_statement', 'children': ['32', '35', '49']},{'id': '32', 'type': 'pattern_list', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'g'},{'id': '35', 'type': 'call', 'children': ['36', '39']},{'id': '36', 'type': 'attribute', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'itertools'},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'groupby'},{'id': '39', 'type': 'argument_list', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'timers'},{'id': '41', 'type': 'keyword_argument', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '43', 'type': 'lambda', 'children': ['44', '46']},{'id': '44', 'type': 'lambda_parameters', 'children': ['45']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '46', 'type': 'attribute', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'desc'},{'id': '49', 'type': 'block', 'children': ['50', '57', '64', '76', '88']},{'id': '50', 'type': 'expression_statement', 'children': ['51']},{'id': '51', 'type': 'assignment', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'group'},{'id': '53', 'type': 'call', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '55', 'type': 'argument_list', 'children': ['56']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'g'},{'id': '57', 'type': 'expression_statement', 'children': ['58']},{'id': '58', 'type': 'assignment', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'num_calls'},{'id': '60', 'type': 'call', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '62', 'type': 'argument_list', 'children': ['63']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'group'},{'id': '64', 'type': 'expression_statement', 'children': ['65']},{'id': '65', 'type': 'assignment', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'total_elapsed_ms'},{'id': '67', 'type': 'call', 'children': ['68', '69']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'sum'},{'id': '69', 'type': 'generator_expression', 'children': ['70', '73']},{'id': '70', 'type': 'attribute', 'children': ['71', '72']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'elapsed_time_ms'},{'id': '73', 'type': 'for_in_clause', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'group'},{'id': '76', 'type': 'expression_statement', 'children': ['77']},{'id': '77', 'type': 'assignment', 'children': ['78', '79']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'first_start_time'},{'id': '79', 'type': 'call', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'min'},{'id': '81', 'type': 'generator_expression', 'children': ['82', '85']},{'id': '82', 'type': 'attribute', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'start_time'},{'id': '85', 'type': 'for_in_clause', 'children': ['86', '87']},{'id': '86', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'group'},{'id': '88', 'type': 'expression_statement', 'children': ['89']},{'id': '89', 'type': 'call', 'children': ['90', '93']},{'id': '90', 'type': 'attribute', 'children': ['91', '92']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'aggregate_timers'},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '93', 'type': 'argument_list', 'children': ['94']},{'id': '94', 'type': 'tuple', 'children': ['95', '96']},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'first_start_time'},{'id': '96', 'type': 'tuple', 'children': ['97', '98', '99']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'total_elapsed_ms'},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'num_calls'},{'id': '100', 'type': 'expression_statement', 'children': ['101']},{'id': '101', 'type': 'call', 'children': ['102', '105']},{'id': '102', 'type': 'attribute', 'children': ['103', '104']},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'aggregate_timers'},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '105', 'type': 'argument_list', 'children': []},{'id': '106', 'type': 'return_statement', 'children': ['107']},{'id': '107', 'type': 'subscript', 'children': ['108', '113']},{'id': '108', 'type': 'call', 'children': ['109', '110']},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'zip'},{'id': '110', 'type': 'argument_list', 'children': ['111']},{'id': '111', 'type': 'list_splat', 'children': ['112']},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'aggregate_timers'},{'id': '113', 'type': 'integer', 'children': [], 'value': '1'}
def aggregate_registry_timers(): import itertools timers = sorted(shared_registry.values(), key=lambda t: t.desc) aggregate_timers = [] for k, g in itertools.groupby(timers, key=lambda t: t.desc): group = list(g) num_calls = len(group) total_elapsed_ms = sum(t.elapsed_time_ms for t in group) first_start_time = min(t.start_time for t in group) aggregate_timers.append( (first_start_time, (k, total_elapsed_ms, num_calls))) aggregate_timers.sort() return zip(*aggregate_timers)[1]
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'spread'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'iterable'},{'id': '5', 'type': 'block', 'children': ['6', '16', '24', '30', '60']},{'id': '6', 'type': 'if_statement', 'children': ['7', '13']},{'id': '7', 'type': 'comparison_operator', 'children': ['8', '12'], 'value': '=='},{'id': '8', 'type': 'call', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '10', 'type': 'argument_list', 'children': ['11']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'iterable'},{'id': '12', 'type': 'integer', 'children': [], 'value': '1'},{'id': '13', 'type': 'block', 'children': ['14']},{'id': '14', 'type': 'return_statement', 'children': ['15']},{'id': '15', 'type': 'integer', 'children': [], 'value': '0'},{'id': '16', 'type': 'expression_statement', 'children': ['17']},{'id': '17', 'type': 'assignment', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'iterable'},{'id': '19', 'type': 'call', 'children': ['20', '23']},{'id': '20', 'type': 'attribute', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'iterable'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'copy'},{'id': '23', 'type': 'argument_list', 'children': []},{'id': '24', 'type': 'expression_statement', 'children': ['25']},{'id': '25', 'type': 'call', 'children': ['26', '29']},{'id': '26', 'type': 'attribute', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'iterable'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '29', 'type': 'argument_list', 'children': []},{'id': '30', 'type': 'expression_statement', 'children': ['31']},{'id': '31', 'type': 'assignment', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'max_diff'},{'id': '33', 'type': 'call', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'max'},{'id': '35', 'type': 'generator_expression', 'children': ['36', '42']},{'id': '36', 'type': 'call', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'abs'},{'id': '38', 'type': 'argument_list', 'children': ['39']},{'id': '39', 'type': 'binary_operator', 'children': ['40', '41'], 'value': '-'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '42', 'type': 'for_in_clause', 'children': ['43', '46']},{'id': '43', 'type': 'tuple_pattern', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '46', 'type': 'call', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'zip'},{'id': '48', 'type': 'argument_list', 'children': ['49', '54']},{'id': '49', 'type': 'subscript', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'iterable'},{'id': '51', 'type': 'slice', 'children': ['52', '53']},{'id': '52', 'type': 'integer', 'children': [], 'value': '1'},{'id': '53', 'type': 'colon', 'children': []},{'id': '54', 'type': 'subscript', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'iterable'},{'id': '56', 'type': 'slice', 'children': ['57', '58']},{'id': '57', 'type': 'colon', 'children': []},{'id': '58', 'type': 'unary_operator', 'children': ['59'], 'value': '-'},{'id': '59', 'type': 'integer', 'children': [], 'value': '1'},{'id': '60', 'type': 'return_statement', 'children': ['61']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'max_diff'}
def spread(iterable): if len(iterable) == 1: return 0 iterable = iterable.copy() iterable.sort() max_diff = max(abs(i - j) for (i, j) in zip(iterable[1:], iterable[:-1])) return max_diff
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort_transcripts'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'block', 'children': ['6', '36']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'txs'},{'id': '9', 'type': 'call', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '11', 'type': 'argument_list', 'children': ['12', '15']},{'id': '12', 'type': 'attribute', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'transcripts'},{'id': '15', 'type': 'keyword_argument', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '17', 'type': 'lambda', 'children': ['18', '20']},{'id': '18', 'type': 'lambda_parameters', 'children': ['19']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '20', 'type': 'tuple', 'children': ['21', '26', '31']},{'id': '21', 'type': 'attribute', 'children': ['22', '25']},{'id': '22', 'type': 'attribute', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'chr'},{'id': '26', 'type': 'attribute', 'children': ['27', '30']},{'id': '27', 'type': 'attribute', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '31', 'type': 'attribute', 'children': ['32', '35']},{'id': '32', 'type': 'attribute', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '36', 'type': 'expression_statement', 'children': ['37']},{'id': '37', 'type': 'assignment', 'children': ['38', '41']},{'id': '38', 'type': 'attribute', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '40', 'type': 'identifier', 'children': [], 'value': '_transcripts'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'txs'}
def sort_transcripts(self): txs = sorted(self.transcripts,key=lambda x: (x.range.chr, x.range.start, x.range.end)) self._transcripts = txs
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'in1d_events'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'ar1'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'ar2'},{'id': '6', 'type': 'block', 'children': ['7', '16', '25', '39']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'ar1'},{'id': '10', 'type': 'call', 'children': ['11', '14']},{'id': '11', 'type': 'attribute', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'ascontiguousarray'},{'id': '14', 'type': 'argument_list', 'children': ['15']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'ar1'},{'id': '16', 'type': 'expression_statement', 'children': ['17']},{'id': '17', 'type': 'assignment', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'ar2'},{'id': '19', 'type': 'call', 'children': ['20', '23']},{'id': '20', 'type': 'attribute', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'ascontiguousarray'},{'id': '23', 'type': 'argument_list', 'children': ['24']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'ar2'},{'id': '25', 'type': 'expression_statement', 'children': ['26']},{'id': '26', 'type': 'assignment', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'tmp'},{'id': '28', 'type': 'call', 'children': ['29', '32']},{'id': '29', 'type': 'attribute', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'empty_like'},{'id': '32', 'type': 'argument_list', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'ar1'},{'id': '34', 'type': 'keyword_argument', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'dtype'},{'id': '36', 'type': 'attribute', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'uint8'},{'id': '39', 'type': 'return_statement', 'children': ['40']},{'id': '40', 'type': 'call', 'children': ['41', '44']},{'id': '41', 'type': 'attribute', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'analysis_functions'},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'get_in1d_sorted'},{'id': '44', 'type': 'argument_list', 'children': ['45', '46', '47']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'ar1'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'ar2'},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'tmp'}
def in1d_events(ar1, ar2): ar1 = np.ascontiguousarray(ar1) ar2 = np.ascontiguousarray(ar2) tmp = np.empty_like(ar1, dtype=np.uint8) return analysis_functions.get_in1d_sorted(ar1, ar2, tmp)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort_by_priority'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'iterable'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '7', 'type': 'False', 'children': []},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'default_priority'},{'id': '10', 'type': 'integer', 'children': [], 'value': '10'},{'id': '11', 'type': 'block', 'children': ['12']},{'id': '12', 'type': 'return_statement', 'children': ['13']},{'id': '13', 'type': 'call', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '15', 'type': 'argument_list', 'children': ['16', '17', '20']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'iterable'},{'id': '17', 'type': 'keyword_argument', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '20', 'type': 'keyword_argument', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '22', 'type': 'lambda', 'children': ['23', '25']},{'id': '23', 'type': 'lambda_parameters', 'children': ['24']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'o'},{'id': '25', 'type': 'call', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'getattr'},{'id': '27', 'type': 'argument_list', 'children': ['28', '29', '30']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'o'},{'id': '29', 'type': 'string', 'children': [], 'value': "'priority'"},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'default_priority'}
def sort_by_priority(iterable, reverse=False, default_priority=10): return sorted(iterable, reverse=reverse, key=lambda o: getattr(o, 'priority', default_priority))
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '14']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'apply'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9', '12']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'func'},{'id': '6', 'type': 'default_parameter', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'mapping'},{'id': '8', 'type': 'None', 'children': []},{'id': '9', 'type': 'default_parameter', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'new_dtype'},{'id': '11', 'type': 'None', 'children': []},{'id': '12', 'type': 'dictionary_splat_pattern', 'children': ['13']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '14', 'type': 'block', 'children': ['15']},{'id': '15', 'type': 'if_statement', 'children': ['16', '20', '47', '119']},{'id': '16', 'type': 'call', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'callable'},{'id': '18', 'type': 'argument_list', 'children': ['19']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'func'},{'id': '20', 'type': 'block', 'children': ['21']},{'id': '21', 'type': 'return_statement', 'children': ['22']},{'id': '22', 'type': 'call', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'Series'},{'id': '24', 'type': 'argument_list', 'children': ['25', '38', '41', '44']},{'id': '25', 'type': 'call', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'func'},{'id': '27', 'type': 'argument_list', 'children': ['28', '31', '36']},{'id': '28', 'type': 'attribute', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'values'},{'id': '31', 'type': 'keyword_argument', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'weld_type'},{'id': '33', 'type': 'attribute', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'weld_type'},{'id': '36', 'type': 'dictionary_splat', 'children': ['37']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '38', 'type': 'attribute', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '41', 'type': 'attribute', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'dtype'},{'id': '44', 'type': 'attribute', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '47', 'type': 'elif_clause', 'children': ['48', '53']},{'id': '48', 'type': 'call', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '50', 'type': 'argument_list', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'func'},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '53', 'type': 'block', 'children': ['54', '60', '65', '74', '92', '103']},{'id': '54', 'type': 'expression_statement', 'children': ['55']},{'id': '55', 'type': 'call', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'check_type'},{'id': '57', 'type': 'argument_list', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'mapping'},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'dict'},{'id': '60', 'type': 'expression_statement', 'children': ['61']},{'id': '61', 'type': 'call', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'check_dtype'},{'id': '63', 'type': 'argument_list', 'children': ['64']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'new_dtype'},{'id': '65', 'type': 'expression_statement', 'children': ['66']},{'id': '66', 'type': 'assignment', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'default_mapping'},{'id': '68', 'type': 'dictionary', 'children': ['69']},{'id': '69', 'type': 'pair', 'children': ['70', '71']},{'id': '70', 'type': 'string', 'children': [], 'value': "'self'"},{'id': '71', 'type': 'attribute', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'values'},{'id': '74', 'type': 'if_statement', 'children': ['75', '78', '83']},{'id': '75', 'type': 'comparison_operator', 'children': ['76', '77'], 'value': 'is'},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'mapping'},{'id': '77', 'type': 'None', 'children': []},{'id': '78', 'type': 'block', 'children': ['79']},{'id': '79', 'type': 'expression_statement', 'children': ['80']},{'id': '80', 'type': 'assignment', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'mapping'},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'default_mapping'},{'id': '83', 'type': 'else_clause', 'children': ['84']},{'id': '84', 'type': 'block', 'children': ['85']},{'id': '85', 'type': 'expression_statement', 'children': ['86']},{'id': '86', 'type': 'call', 'children': ['87', '90']},{'id': '87', 'type': 'attribute', 'children': ['88', '89']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'mapping'},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'update'},{'id': '90', 'type': 'argument_list', 'children': ['91']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'default_mapping'},{'id': '92', 'type': 'if_statement', 'children': ['93', '96']},{'id': '93', 'type': 'comparison_operator', 'children': ['94', '95'], 'value': 'is'},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'new_dtype'},{'id': '95', 'type': 'None', 'children': []},{'id': '96', 'type': 'block', 'children': ['97']},{'id': '97', 'type': 'expression_statement', 'children': ['98']},{'id': '98', 'type': 'assignment', 'children': ['99', '100']},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'new_dtype'},{'id': '100', 'type': 'attribute', 'children': ['101', '102']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'dtype'},{'id': '103', 'type': 'return_statement', 'children': ['104']},{'id': '104', 'type': 'call', 'children': ['105', '106']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'Series'},{'id': '106', 'type': 'argument_list', 'children': ['107', '112', '115', '116']},{'id': '107', 'type': 'call', 'children': ['108', '109']},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'weld_udf'},{'id': '109', 'type': 'argument_list', 'children': ['110', '111']},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'func'},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'mapping'},{'id': '112', 'type': 'attribute', 'children': ['113', '114']},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '114', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'new_dtype'},{'id': '116', 'type': 'attribute', 'children': ['117', '118']},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '119', 'type': 'else_clause', 'children': ['120']},{'id': '120', 'type': 'block', 'children': ['121']},{'id': '121', 'type': 'raise_statement', 'children': ['122']},{'id': '122', 'type': 'call', 'children': ['123', '124']},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'TypeError'},{'id': '124', 'type': 'argument_list', 'children': ['125']},{'id': '125', 'type': 'string', 'children': [], 'value': "'Expected function or str defining a weld_template'"}
def apply(self, func, mapping=None, new_dtype=None, **kwargs): if callable(func): return Series(func(self.values, weld_type=self.weld_type, **kwargs), self.index, self.dtype, self.name) elif isinstance(func, str): check_type(mapping, dict) check_dtype(new_dtype) default_mapping = {'self': self.values} if mapping is None: mapping = default_mapping else: mapping.update(default_mapping) if new_dtype is None: new_dtype = self.dtype return Series(weld_udf(func, mapping), self.index, new_dtype, self.name) else: raise TypeError('Expected function or str defining a weld_template')
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '10']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'weld_sort'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'arrays'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'weld_types'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'readable_text'},{'id': '7', 'type': 'default_parameter', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'ascending'},{'id': '9', 'type': 'True', 'children': []},{'id': '10', 'type': 'block', 'children': ['11', '20', '28', '36', '46', '56', '68', '77', '88', '96']},{'id': '11', 'type': 'expression_statement', 'children': ['12']},{'id': '12', 'type': 'assignment', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'weld_obj_sort'},{'id': '14', 'type': 'call', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': '_weld_sort'},{'id': '16', 'type': 'argument_list', 'children': ['17', '18', '19']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'arrays'},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'weld_types'},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'ascending'},{'id': '20', 'type': 'expression_statement', 'children': ['21']},{'id': '21', 'type': 'assignment', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'weld_obj_struct'},{'id': '23', 'type': 'call', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'weld_vec_of_struct_to_struct_of_vec'},{'id': '25', 'type': 'argument_list', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'weld_obj_sort'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'weld_types'},{'id': '28', 'type': 'expression_statement', 'children': ['29']},{'id': '29', 'type': 'assignment', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'weld_obj_indices'},{'id': '31', 'type': 'call', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'weld_select_from_struct'},{'id': '33', 'type': 'argument_list', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'weld_obj_struct'},{'id': '35', 'type': 'integer', 'children': [], 'value': '0'},{'id': '36', 'type': 'expression_statement', 'children': ['37']},{'id': '37', 'type': 'assignment', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'intermediate_result'},{'id': '39', 'type': 'call', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'LazyArrayResult'},{'id': '41', 'type': 'argument_list', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'weld_obj_indices'},{'id': '43', 'type': 'call', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'WeldLong'},{'id': '45', 'type': 'argument_list', 'children': []},{'id': '46', 'type': 'expression_statement', 'children': ['47']},{'id': '47', 'type': 'assignment', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'dependency_name'},{'id': '49', 'type': 'call', 'children': ['50', '53']},{'id': '50', 'type': 'attribute', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'Cache'},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'cache_intermediate_result'},{'id': '53', 'type': 'argument_list', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'intermediate_result'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'readable_text'},{'id': '56', 'type': 'expression_statement', 'children': ['57']},{'id': '57', 'type': 'assignment', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'fake_weld_input'},{'id': '59', 'type': 'call', 'children': ['60', '63']},{'id': '60', 'type': 'attribute', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'Cache'},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'create_fake_array_input'},{'id': '63', 'type': 'argument_list', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'dependency_name'},{'id': '65', 'type': 'binary_operator', 'children': ['66', '67'], 'value': '+'},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'readable_text'},{'id': '67', 'type': 'string', 'children': [], 'value': "'_indices'"},{'id': '68', 'type': 'expression_statement', 'children': ['69']},{'id': '69', 'type': 'assignment', 'children': ['70', '73']},{'id': '70', 'type': 'pattern_list', 'children': ['71', '72']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'obj_id'},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'weld_obj'},{'id': '73', 'type': 'call', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'create_weld_object'},{'id': '75', 'type': 'argument_list', 'children': ['76']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'fake_weld_input'},{'id': '77', 'type': 'expression_statement', 'children': ['78']},{'id': '78', 'type': 'assignment', 'children': ['79', '82']},{'id': '79', 'type': 'attribute', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'weld_obj'},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'weld_code'},{'id': '82', 'type': 'call', 'children': ['83', '86']},{'id': '83', 'type': 'attribute', 'children': ['84', '85']},{'id': '84', 'type': 'string', 'children': [], 'value': "'{}'"},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '86', 'type': 'argument_list', 'children': ['87']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'obj_id'},{'id': '88', 'type': 'expression_statement', 'children': ['89']},{'id': '89', 'type': 'call', 'children': ['90', '93']},{'id': '90', 'type': 'attribute', 'children': ['91', '92']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'Cache'},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'cache_fake_input'},{'id': '93', 'type': 'argument_list', 'children': ['94', '95']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'obj_id'},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'fake_weld_input'},{'id': '96', 'type': 'return_statement', 'children': ['97']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'weld_obj'}
def weld_sort(arrays, weld_types, readable_text, ascending=True): weld_obj_sort = _weld_sort(arrays, weld_types, ascending) weld_obj_struct = weld_vec_of_struct_to_struct_of_vec(weld_obj_sort, weld_types) weld_obj_indices = weld_select_from_struct(weld_obj_struct, 0) intermediate_result = LazyArrayResult(weld_obj_indices, WeldLong()) dependency_name = Cache.cache_intermediate_result(intermediate_result, readable_text) fake_weld_input = Cache.create_fake_array_input(dependency_name, readable_text + '_indices') obj_id, weld_obj = create_weld_object(fake_weld_input) weld_obj.weld_code = '{}'.format(obj_id) Cache.cache_fake_input(obj_id, fake_weld_input) return weld_obj
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '10']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'chooseBestDuplicates'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '8', '9']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'tped'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'samples'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'oldSamples'},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'completion'},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'concordance_all'},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'prefix'},{'id': '10', 'type': 'block', 'children': ['11', '15', '43', '56', '60', '88', '101', '105', '109', '435', '441', '447']},{'id': '11', 'type': 'expression_statement', 'children': ['12']},{'id': '12', 'type': 'assignment', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'chosenFile'},{'id': '14', 'type': 'None', 'children': []},{'id': '15', 'type': 'try_statement', 'children': ['16', '27']},{'id': '16', 'type': 'block', 'children': ['17']},{'id': '17', 'type': 'expression_statement', 'children': ['18']},{'id': '18', 'type': 'assignment', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'chosenFile'},{'id': '20', 'type': 'call', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'open'},{'id': '22', 'type': 'argument_list', 'children': ['23', '26']},{'id': '23', 'type': 'binary_operator', 'children': ['24', '25'], 'value': '+'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'prefix'},{'id': '25', 'type': 'string', 'children': [], 'value': '".chosen_samples.info"'},{'id': '26', 'type': 'string', 'children': [], 'value': '"w"'},{'id': '27', 'type': 'except_clause', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'IOError'},{'id': '29', 'type': 'block', 'children': ['30', '38']},{'id': '30', 'type': 'expression_statement', 'children': ['31']},{'id': '31', 'type': 'assignment', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'msg'},{'id': '33', 'type': 'binary_operator', 'children': ['34', '35'], 'value': '%'},{'id': '34', 'type': 'string', 'children': [], 'value': '"%(prefix)s.chosen_samples.info: can\'t write file"'},{'id': '35', 'type': 'call', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'locals'},{'id': '37', 'type': 'argument_list', 'children': []},{'id': '38', 'type': 'raise_statement', 'children': ['39']},{'id': '39', 'type': 'call', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'ProgramError'},{'id': '41', 'type': 'argument_list', 'children': ['42']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'msg'},{'id': '43', 'type': 'print_statement', 'children': ['44', '46']},{'id': '44', 'type': 'chevron', 'children': ['45']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'chosenFile'},{'id': '46', 'type': 'call', 'children': ['47', '50']},{'id': '47', 'type': 'attribute', 'children': ['48', '49']},{'id': '48', 'type': 'string', 'children': [], 'value': '"\\t"'},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '50', 'type': 'argument_list', 'children': ['51']},{'id': '51', 'type': 'list', 'children': ['52', '53', '54', '55'], 'value': '["origIndex", "dupIndex", "famID", "indID"]'},{'id': '52', 'type': 'string', 'children': [], 'value': '"origIndex"'},{'id': '53', 'type': 'string', 'children': [], 'value': '"dupIndex"'},{'id': '54', 'type': 'string', 'children': [], 'value': '"famID"'},{'id': '55', 'type': 'string', 'children': [], 'value': '"indID"'},{'id': '56', 'type': 'expression_statement', 'children': ['57']},{'id': '57', 'type': 'assignment', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'excludedFile'},{'id': '59', 'type': 'None', 'children': []},{'id': '60', 'type': 'try_statement', 'children': ['61', '72']},{'id': '61', 'type': 'block', 'children': ['62']},{'id': '62', 'type': 'expression_statement', 'children': ['63']},{'id': '63', 'type': 'assignment', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'excludedFile'},{'id': '65', 'type': 'call', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'open'},{'id': '67', 'type': 'argument_list', 'children': ['68', '71']},{'id': '68', 'type': 'binary_operator', 'children': ['69', '70'], 'value': '+'},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'prefix'},{'id': '70', 'type': 'string', 'children': [], 'value': '".excluded_samples.info"'},{'id': '71', 'type': 'string', 'children': [], 'value': '"w"'},{'id': '72', 'type': 'except_clause', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'IOError'},{'id': '74', 'type': 'block', 'children': ['75', '83']},{'id': '75', 'type': 'expression_statement', 'children': ['76']},{'id': '76', 'type': 'assignment', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'msg'},{'id': '78', 'type': 'binary_operator', 'children': ['79', '80'], 'value': '%'},{'id': '79', 'type': 'string', 'children': [], 'value': '"%(prefix)s.excluded_samples.info: can\'t write file"'},{'id': '80', 'type': 'call', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'locals'},{'id': '82', 'type': 'argument_list', 'children': []},{'id': '83', 'type': 'raise_statement', 'children': ['84']},{'id': '84', 'type': 'call', 'children': ['85', '86']},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'ProgramError'},{'id': '86', 'type': 'argument_list', 'children': ['87']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'msg'},{'id': '88', 'type': 'print_statement', 'children': ['89', '91']},{'id': '89', 'type': 'chevron', 'children': ['90']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'excludedFile'},{'id': '91', 'type': 'call', 'children': ['92', '95']},{'id': '92', 'type': 'attribute', 'children': ['93', '94']},{'id': '93', 'type': 'string', 'children': [], 'value': '"\\t"'},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '95', 'type': 'argument_list', 'children': ['96']},{'id': '96', 'type': 'list', 'children': ['97', '98', '99', '100'], 'value': '["origIndex", "dupIndex", "famID",\n "indID"]'},{'id': '97', 'type': 'string', 'children': [], 'value': '"origIndex"'},{'id': '98', 'type': 'string', 'children': [], 'value': '"dupIndex"'},{'id': '99', 'type': 'string', 'children': [], 'value': '"famID"'},{'id': '100', 'type': 'string', 'children': [], 'value': '"indID"'},{'id': '101', 'type': 'expression_statement', 'children': ['102']},{'id': '102', 'type': 'assignment', 'children': ['103', '104']},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'chosenIndexes'},{'id': '104', 'type': 'dictionary', 'children': []},{'id': '105', 'type': 'expression_statement', 'children': ['106']},{'id': '106', 'type': 'assignment', 'children': ['107', '108']},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'sampleConcordance'},{'id': '108', 'type': 'dictionary', 'children': []},{'id': '109', 'type': 'for_statement', 'children': ['110', '113', '118']},{'id': '110', 'type': 'pattern_list', 'children': ['111', '112']},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'sample'},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'indexes'},{'id': '113', 'type': 'call', 'children': ['114', '117']},{'id': '114', 'type': 'attribute', 'children': ['115', '116']},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'samples'},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'iteritems'},{'id': '117', 'type': 'argument_list', 'children': []},{'id': '118', 'type': 'block', 'children': ['119', '125', '134', '140', '154', '200', '209', '220', '229', '233', '237', '330', '349', '382', '427']},{'id': '119', 'type': 'expression_statement', 'children': ['120']},{'id': '120', 'type': 'assignment', 'children': ['121', '122']},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'currCompletion'},{'id': '122', 'type': 'subscript', 'children': ['123', '124']},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'completion'},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'indexes'},{'id': '125', 'type': 'expression_statement', 'children': ['126']},{'id': '126', 'type': 'assignment', 'children': ['127', '128']},{'id': '127', 'type': 'identifier', 'children': [], 'value': 'sortedCompletionIndexes'},{'id': '128', 'type': 'call', 'children': ['129', '132']},{'id': '129', 'type': 'attribute', 'children': ['130', '131']},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'argsort'},{'id': '132', 'type': 'argument_list', 'children': ['133']},{'id': '133', 'type': 'identifier', 'children': [], 'value': 'currCompletion'},{'id': '134', 'type': 'expression_statement', 'children': ['135']},{'id': '135', 'type': 'assignment', 'children': ['136', '137']},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'concordance'},{'id': '137', 'type': 'subscript', 'children': ['138', '139']},{'id': '138', 'type': 'identifier', 'children': [], 'value': 'concordance_all'},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'sample'},{'id': '140', 'type': 'expression_statement', 'children': ['141']},{'id': '141', 'type': 'assignment', 'children': ['142', '143']},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'currConcordance'},{'id': '143', 'type': 'list_comprehension', 'children': ['144', '145']},{'id': '144', 'type': 'list', 'children': [], 'value': '[]'},{'id': '145', 'type': 'for_in_clause', 'children': ['146', '147']},{'id': '146', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '147', 'type': 'call', 'children': ['148', '149']},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'xrange'},{'id': '149', 'type': 'argument_list', 'children': ['150']},{'id': '150', 'type': 'call', 'children': ['151', '152']},{'id': '151', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '152', 'type': 'argument_list', 'children': ['153']},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'indexes'},{'id': '154', 'type': 'for_statement', 'children': ['155', '156', '163']},{'id': '155', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '156', 'type': 'call', 'children': ['157', '158']},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'xrange'},{'id': '158', 'type': 'argument_list', 'children': ['159']},{'id': '159', 'type': 'call', 'children': ['160', '161']},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '161', 'type': 'argument_list', 'children': ['162']},{'id': '162', 'type': 'identifier', 'children': [], 'value': 'indexes'},{'id': '163', 'type': 'block', 'children': ['164', '186']},{'id': '164', 'type': 'expression_statement', 'children': ['165']},{'id': '165', 'type': 'assignment', 'children': ['166', '167']},{'id': '166', 'type': 'identifier', 'children': [], 'value': 'indexToKeep'},{'id': '167', 'type': 'call', 'children': ['168', '169']},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '169', 'type': 'argument_list', 'children': ['170']},{'id': '170', 'type': 'binary_operator', 'children': ['171', '181'], 'value': '-'},{'id': '171', 'type': 'call', 'children': ['172', '173']},{'id': '172', 'type': 'identifier', 'children': [], 'value': 'set'},{'id': '173', 'type': 'argument_list', 'children': ['174']},{'id': '174', 'type': 'call', 'children': ['175', '176']},{'id': '175', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '176', 'type': 'argument_list', 'children': ['177']},{'id': '177', 'type': 'call', 'children': ['178', '179']},{'id': '178', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '179', 'type': 'argument_list', 'children': ['180']},{'id': '180', 'type': 'identifier', 'children': [], 'value': 'indexes'},{'id': '181', 'type': 'call', 'children': ['182', '183']},{'id': '182', 'type': 'identifier', 'children': [], 'value': 'set'},{'id': '183', 'type': 'argument_list', 'children': ['184']},{'id': '184', 'type': 'list', 'children': ['185'], 'value': '[i]'},{'id': '185', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '186', 'type': 'expression_statement', 'children': ['187']},{'id': '187', 'type': 'assignment', 'children': ['188', '191']},{'id': '188', 'type': 'subscript', 'children': ['189', '190']},{'id': '189', 'type': 'identifier', 'children': [], 'value': 'currConcordance'},{'id': '190', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '191', 'type': 'call', 'children': ['192', '195']},{'id': '192', 'type': 'attribute', 'children': ['193', '194']},{'id': '193', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '194', 'type': 'identifier', 'children': [], 'value': 'mean'},{'id': '195', 'type': 'argument_list', 'children': ['196']},{'id': '196', 'type': 'subscript', 'children': ['197', '198', '199']},{'id': '197', 'type': 'identifier', 'children': [], 'value': 'concordance'},{'id': '198', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '199', 'type': 'identifier', 'children': [], 'value': 'indexToKeep'},{'id': '200', 'type': 'expression_statement', 'children': ['201']},{'id': '201', 'type': 'assignment', 'children': ['202', '203']},{'id': '202', 'type': 'identifier', 'children': [], 'value': 'currConcordance'},{'id': '203', 'type': 'call', 'children': ['204', '207']},{'id': '204', 'type': 'attribute', 'children': ['205', '206']},{'id': '205', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '206', 'type': 'identifier', 'children': [], 'value': 'array'},{'id': '207', 'type': 'argument_list', 'children': ['208']},{'id': '208', 'type': 'identifier', 'children': [], 'value': 'currConcordance'},{'id': '209', 'type': 'if_statement', 'children': ['210', '213']},{'id': '210', 'type': 'comparison_operator', 'children': ['211', '212'], 'value': 'not'},{'id': '211', 'type': 'identifier', 'children': [], 'value': 'sample'},{'id': '212', 'type': 'identifier', 'children': [], 'value': 'sampleConcordance'},{'id': '213', 'type': 'block', 'children': ['214']},{'id': '214', 'type': 'expression_statement', 'children': ['215']},{'id': '215', 'type': 'assignment', 'children': ['216', '219']},{'id': '216', 'type': 'subscript', 'children': ['217', '218']},{'id': '217', 'type': 'identifier', 'children': [], 'value': 'sampleConcordance'},{'id': '218', 'type': 'identifier', 'children': [], 'value': 'sample'},{'id': '219', 'type': 'identifier', 'children': [], 'value': 'currConcordance'},{'id': '220', 'type': 'expression_statement', 'children': ['221']},{'id': '221', 'type': 'assignment', 'children': ['222', '223']},{'id': '222', 'type': 'identifier', 'children': [], 'value': 'sortedConcordanceIndexes'},{'id': '223', 'type': 'call', 'children': ['224', '227']},{'id': '224', 'type': 'attribute', 'children': ['225', '226']},{'id': '225', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '226', 'type': 'identifier', 'children': [], 'value': 'argsort'},{'id': '227', 'type': 'argument_list', 'children': ['228']},{'id': '228', 'type': 'identifier', 'children': [], 'value': 'currConcordance'},{'id': '229', 'type': 'expression_statement', 'children': ['230']},{'id': '230', 'type': 'assignment', 'children': ['231', '232']},{'id': '231', 'type': 'identifier', 'children': [], 'value': 'nbToCheck'},{'id': '232', 'type': 'integer', 'children': [], 'value': '1'},{'id': '233', 'type': 'expression_statement', 'children': ['234']},{'id': '234', 'type': 'assignment', 'children': ['235', '236']},{'id': '235', 'type': 'identifier', 'children': [], 'value': 'chosenIndex'},{'id': '236', 'type': 'None', 'children': []},{'id': '237', 'type': 'while_statement', 'children': ['238', '244']},{'id': '238', 'type': 'comparison_operator', 'children': ['239', '240'], 'value': '<='},{'id': '239', 'type': 'identifier', 'children': [], 'value': 'nbToCheck'},{'id': '240', 'type': 'call', 'children': ['241', '242']},{'id': '241', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '242', 'type': 'argument_list', 'children': ['243']},{'id': '243', 'type': 'identifier', 'children': [], 'value': 'indexes'},{'id': '244', 'type': 'block', 'children': ['245', '256', '267', '283', '299', '305', '326']},{'id': '245', 'type': 'expression_statement', 'children': ['246']},{'id': '246', 'type': 'assignment', 'children': ['247', '248']},{'id': '247', 'type': 'identifier', 'children': [], 'value': 'completionValue'},{'id': '248', 'type': 'subscript', 'children': ['249', '250']},{'id': '249', 'type': 'identifier', 'children': [], 'value': 'currCompletion'},{'id': '250', 'type': 'subscript', 'children': ['251', '252']},{'id': '251', 'type': 'identifier', 'children': [], 'value': 'sortedCompletionIndexes'},{'id': '252', 'type': 'binary_operator', 'children': ['253', '254'], 'value': '*'},{'id': '253', 'type': 'identifier', 'children': [], 'value': 'nbToCheck'},{'id': '254', 'type': 'unary_operator', 'children': ['255'], 'value': '-'},{'id': '255', 'type': 'integer', 'children': [], 'value': '1'},{'id': '256', 'type': 'expression_statement', 'children': ['257']},{'id': '257', 'type': 'assignment', 'children': ['258', '259']},{'id': '258', 'type': 'identifier', 'children': [], 'value': 'concordanceValue'},{'id': '259', 'type': 'subscript', 'children': ['260', '261']},{'id': '260', 'type': 'identifier', 'children': [], 'value': 'currConcordance'},{'id': '261', 'type': 'subscript', 'children': ['262', '263']},{'id': '262', 'type': 'identifier', 'children': [], 'value': 'sortedConcordanceIndexes'},{'id': '263', 'type': 'binary_operator', 'children': ['264', '265'], 'value': '*'},{'id': '264', 'type': 'identifier', 'children': [], 'value': 'nbToCheck'},{'id': '265', 'type': 'unary_operator', 'children': ['266'], 'value': '-'},{'id': '266', 'type': 'integer', 'children': [], 'value': '1'},{'id': '267', 'type': 'expression_statement', 'children': ['268']},{'id': '268', 'type': 'assignment', 'children': ['269', '270']},{'id': '269', 'type': 'identifier', 'children': [], 'value': 'completionToConsider'},{'id': '270', 'type': 'call', 'children': ['271', '272']},{'id': '271', 'type': 'identifier', 'children': [], 'value': 'set'},{'id': '272', 'type': 'argument_list', 'children': ['273']},{'id': '273', 'type': 'subscript', 'children': ['274', '282']},{'id': '274', 'type': 'call', 'children': ['275', '278']},{'id': '275', 'type': 'attribute', 'children': ['276', '277']},{'id': '276', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '277', 'type': 'identifier', 'children': [], 'value': 'where'},{'id': '278', 'type': 'argument_list', 'children': ['279']},{'id': '279', 'type': 'comparison_operator', 'children': ['280', '281'], 'value': '>='},{'id': '280', 'type': 'identifier', 'children': [], 'value': 'currCompletion'},{'id': '281', 'type': 'identifier', 'children': [], 'value': 'completionValue'},{'id': '282', 'type': 'integer', 'children': [], 'value': '0'},{'id': '283', 'type': 'expression_statement', 'children': ['284']},{'id': '284', 'type': 'assignment', 'children': ['285', '286']},{'id': '285', 'type': 'identifier', 'children': [], 'value': 'concordanceToConsider'},{'id': '286', 'type': 'call', 'children': ['287', '288']},{'id': '287', 'type': 'identifier', 'children': [], 'value': 'set'},{'id': '288', 'type': 'argument_list', 'children': ['289']},{'id': '289', 'type': 'subscript', 'children': ['290', '298']},{'id': '290', 'type': 'call', 'children': ['291', '294']},{'id': '291', 'type': 'attribute', 'children': ['292', '293']},{'id': '292', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '293', 'type': 'identifier', 'children': [], 'value': 'where'},{'id': '294', 'type': 'argument_list', 'children': ['295']},{'id': '295', 'type': 'comparison_operator', 'children': ['296', '297'], 'value': '>='},{'id': '296', 'type': 'identifier', 'children': [], 'value': 'currConcordance'},{'id': '297', 'type': 'identifier', 'children': [], 'value': 'concordanceValue'},{'id': '298', 'type': 'integer', 'children': [], 'value': '0'},{'id': '299', 'type': 'expression_statement', 'children': ['300']},{'id': '300', 'type': 'assignment', 'children': ['301', '302']},{'id': '301', 'type': 'identifier', 'children': [], 'value': 'toConsider'},{'id': '302', 'type': 'binary_operator', 'children': ['303', '304'], 'value': '&'},{'id': '303', 'type': 'identifier', 'children': [], 'value': 'concordanceToConsider'},{'id': '304', 'type': 'identifier', 'children': [], 'value': 'completionToConsider'},{'id': '305', 'type': 'if_statement', 'children': ['306', '312']},{'id': '306', 'type': 'comparison_operator', 'children': ['307', '311'], 'value': '>='},{'id': '307', 'type': 'call', 'children': ['308', '309']},{'id': '308', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '309', 'type': 'argument_list', 'children': ['310']},{'id': '310', 'type': 'identifier', 'children': [], 'value': 'toConsider'},{'id': '311', 'type': 'integer', 'children': [], 'value': '1'},{'id': '312', 'type': 'block', 'children': ['313', '325']},{'id': '313', 'type': 'expression_statement', 'children': ['314']},{'id': '314', 'type': 'assignment', 'children': ['315', '316']},{'id': '315', 'type': 'identifier', 'children': [], 'value': 'chosenIndex'},{'id': '316', 'type': 'call', 'children': ['317', '320']},{'id': '317', 'type': 'attribute', 'children': ['318', '319']},{'id': '318', 'type': 'identifier', 'children': [], 'value': 'random'},{'id': '319', 'type': 'identifier', 'children': [], 'value': 'choice'},{'id': '320', 'type': 'argument_list', 'children': ['321']},{'id': '321', 'type': 'call', 'children': ['322', '323']},{'id': '322', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '323', 'type': 'argument_list', 'children': ['324']},{'id': '324', 'type': 'identifier', 'children': [], 'value': 'toConsider'},{'id': '325', 'type': 'break_statement', 'children': []},{'id': '326', 'type': 'expression_statement', 'children': ['327']},{'id': '327', 'type': 'augmented_assignment', 'children': ['328', '329'], 'value': '+='},{'id': '328', 'type': 'identifier', 'children': [], 'value': 'nbToCheck'},{'id': '329', 'type': 'integer', 'children': [], 'value': '1'},{'id': '330', 'type': 'if_statement', 'children': ['331', '334']},{'id': '331', 'type': 'comparison_operator', 'children': ['332', '333'], 'value': 'is'},{'id': '332', 'type': 'identifier', 'children': [], 'value': 'chosenIndex'},{'id': '333', 'type': 'None', 'children': []},{'id': '334', 'type': 'block', 'children': ['335', '344']},{'id': '335', 'type': 'expression_statement', 'children': ['336']},{'id': '336', 'type': 'assignment', 'children': ['337', '338']},{'id': '337', 'type': 'identifier', 'children': [], 'value': 'msg'},{'id': '338', 'type': 'call', 'children': ['339', '342']},{'id': '339', 'type': 'attribute', 'children': ['340', '341']},{'id': '340', 'type': 'string', 'children': [], 'value': '"Could not choose the best sample ID for {}"'},{'id': '341', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '342', 'type': 'argument_list', 'children': ['343']},{'id': '343', 'type': 'identifier', 'children': [], 'value': 'sample'},{'id': '344', 'type': 'raise_statement', 'children': ['345']},{'id': '345', 'type': 'call', 'children': ['346', '347']},{'id': '346', 'type': 'identifier', 'children': [], 'value': 'ProgramError'},{'id': '347', 'type': 'argument_list', 'children': ['348']},{'id': '348', 'type': 'identifier', 'children': [], 'value': 'msg'},{'id': '349', 'type': 'print_statement', 'children': ['350', '352']},{'id': '350', 'type': 'chevron', 'children': ['351']},{'id': '351', 'type': 'identifier', 'children': [], 'value': 'chosenFile'},{'id': '352', 'type': 'call', 'children': ['353', '356']},{'id': '353', 'type': 'attribute', 'children': ['354', '355']},{'id': '354', 'type': 'string', 'children': [], 'value': '"\\t"'},{'id': '355', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '356', 'type': 'argument_list', 'children': ['357']},{'id': '357', 'type': 'list', 'children': ['358', '368', '376', '379'], 'value': '[str(oldSamples[sample][chosenIndex]+1),\n str(indexes[chosenIndex]+1), sample[0],\n sample[1]]'},{'id': '358', 'type': 'call', 'children': ['359', '360']},{'id': '359', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '360', 'type': 'argument_list', 'children': ['361']},{'id': '361', 'type': 'binary_operator', 'children': ['362', '367'], 'value': '+'},{'id': '362', 'type': 'subscript', 'children': ['363', '366']},{'id': '363', 'type': 'subscript', 'children': ['364', '365']},{'id': '364', 'type': 'identifier', 'children': [], 'value': 'oldSamples'},{'id': '365', 'type': 'identifier', 'children': [], 'value': 'sample'},{'id': '366', 'type': 'identifier', 'children': [], 'value': 'chosenIndex'},{'id': '367', 'type': 'integer', 'children': [], 'value': '1'},{'id': '368', 'type': 'call', 'children': ['369', '370']},{'id': '369', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '370', 'type': 'argument_list', 'children': ['371']},{'id': '371', 'type': 'binary_operator', 'children': ['372', '375'], 'value': '+'},{'id': '372', 'type': 'subscript', 'children': ['373', '374']},{'id': '373', 'type': 'identifier', 'children': [], 'value': 'indexes'},{'id': '374', 'type': 'identifier', 'children': [], 'value': 'chosenIndex'},{'id': '375', 'type': 'integer', 'children': [], 'value': '1'},{'id': '376', 'type': 'subscript', 'children': ['377', '378']},{'id': '377', 'type': 'identifier', 'children': [], 'value': 'sample'},{'id': '378', 'type': 'integer', 'children': [], 'value': '0'},{'id': '379', 'type': 'subscript', 'children': ['380', '381']},{'id': '380', 'type': 'identifier', 'children': [], 'value': 'sample'},{'id': '381', 'type': 'integer', 'children': [], 'value': '1'},{'id': '382', 'type': 'for_statement', 'children': ['383', '386', '390']},{'id': '383', 'type': 'pattern_list', 'children': ['384', '385']},{'id': '384', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '385', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '386', 'type': 'call', 'children': ['387', '388']},{'id': '387', 'type': 'identifier', 'children': [], 'value': 'enumerate'},{'id': '388', 'type': 'argument_list', 'children': ['389']},{'id': '389', 'type': 'identifier', 'children': [], 'value': 'indexes'},{'id': '390', 'type': 'block', 'children': ['391']},{'id': '391', 'type': 'if_statement', 'children': ['392', '395']},{'id': '392', 'type': 'comparison_operator', 'children': ['393', '394'], 'value': '!='},{'id': '393', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '394', 'type': 'identifier', 'children': [], 'value': 'chosenIndex'},{'id': '395', 'type': 'block', 'children': ['396']},{'id': '396', 'type': 'print_statement', 'children': ['397', '399']},{'id': '397', 'type': 'chevron', 'children': ['398']},{'id': '398', 'type': 'identifier', 'children': [], 'value': 'excludedFile'},{'id': '399', 'type': 'call', 'children': ['400', '403']},{'id': '400', 'type': 'attribute', 'children': ['401', '402']},{'id': '401', 'type': 'string', 'children': [], 'value': '"\\t"'},{'id': '402', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '403', 'type': 'argument_list', 'children': ['404']},{'id': '404', 'type': 'list', 'children': ['405', '415', '421', '424'], 'value': '[str(oldSamples[sample][i]+1),\n str(index+1), sample[0],\n sample[1]]'},{'id': '405', 'type': 'call', 'children': ['406', '407']},{'id': '406', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '407', 'type': 'argument_list', 'children': ['408']},{'id': '408', 'type': 'binary_operator', 'children': ['409', '414'], 'value': '+'},{'id': '409', 'type': 'subscript', 'children': ['410', '413']},{'id': '410', 'type': 'subscript', 'children': ['411', '412']},{'id': '411', 'type': 'identifier', 'children': [], 'value': 'oldSamples'},{'id': '412', 'type': 'identifier', 'children': [], 'value': 'sample'},{'id': '413', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '414', 'type': 'integer', 'children': [], 'value': '1'},{'id': '415', 'type': 'call', 'children': ['416', '417']},{'id': '416', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '417', 'type': 'argument_list', 'children': ['418']},{'id': '418', 'type': 'binary_operator', 'children': ['419', '420'], 'value': '+'},{'id': '419', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '420', 'type': 'integer', 'children': [], 'value': '1'},{'id': '421', 'type': 'subscript', 'children': ['422', '423']},{'id': '422', 'type': 'identifier', 'children': [], 'value': 'sample'},{'id': '423', 'type': 'integer', 'children': [], 'value': '0'},{'id': '424', 'type': 'subscript', 'children': ['425', '426']},{'id': '425', 'type': 'identifier', 'children': [], 'value': 'sample'},{'id': '426', 'type': 'integer', 'children': [], 'value': '1'},{'id': '427', 'type': 'expression_statement', 'children': ['428']},{'id': '428', 'type': 'assignment', 'children': ['429', '432']},{'id': '429', 'type': 'subscript', 'children': ['430', '431']},{'id': '430', 'type': 'identifier', 'children': [], 'value': 'chosenIndexes'},{'id': '431', 'type': 'identifier', 'children': [], 'value': 'sample'},{'id': '432', 'type': 'subscript', 'children': ['433', '434']},{'id': '433', 'type': 'identifier', 'children': [], 'value': 'indexes'},{'id': '434', 'type': 'identifier', 'children': [], 'value': 'chosenIndex'},{'id': '435', 'type': 'expression_statement', 'children': ['436']},{'id': '436', 'type': 'call', 'children': ['437', '440']},{'id': '437', 'type': 'attribute', 'children': ['438', '439']},{'id': '438', 'type': 'identifier', 'children': [], 'value': 'chosenFile'},{'id': '439', 'type': 'identifier', 'children': [], 'value': 'close'},{'id': '440', 'type': 'argument_list', 'children': []},{'id': '441', 'type': 'expression_statement', 'children': ['442']},{'id': '442', 'type': 'call', 'children': ['443', '446']},{'id': '443', 'type': 'attribute', 'children': ['444', '445']},{'id': '444', 'type': 'identifier', 'children': [], 'value': 'excludedFile'},{'id': '445', 'type': 'identifier', 'children': [], 'value': 'close'},{'id': '446', 'type': 'argument_list', 'children': []},{'id': '447', 'type': 'return_statement', 'children': ['448']},{'id': '448', 'type': 'expression_list', 'children': ['449', '450', '451']},{'id': '449', 'type': 'identifier', 'children': [], 'value': 'chosenIndexes'},{'id': '450', 'type': 'identifier', 'children': [], 'value': 'completion'},{'id': '451', 'type': 'identifier', 'children': [], 'value': 'sampleConcordance'}
def chooseBestDuplicates(tped, samples, oldSamples, completion, concordance_all, prefix): chosenFile = None try: chosenFile = open(prefix + ".chosen_samples.info", "w") except IOError: msg = "%(prefix)s.chosen_samples.info: can't write file" % locals() raise ProgramError(msg) print >>chosenFile, "\t".join(["origIndex", "dupIndex", "famID", "indID"]) excludedFile = None try: excludedFile = open(prefix + ".excluded_samples.info", "w") except IOError: msg = "%(prefix)s.excluded_samples.info: can't write file" % locals() raise ProgramError(msg) print >>excludedFile, "\t".join(["origIndex", "dupIndex", "famID", "indID"]) chosenIndexes = {} sampleConcordance = {} for sample, indexes in samples.iteritems(): currCompletion = completion[indexes] sortedCompletionIndexes = np.argsort(currCompletion) concordance = concordance_all[sample] currConcordance = [[] for i in xrange(len(indexes))] for i in xrange(len(indexes)): indexToKeep = list(set(range(len(indexes))) - set([i])) currConcordance[i] = np.mean(concordance[i, indexToKeep]) currConcordance = np.array(currConcordance) if sample not in sampleConcordance: sampleConcordance[sample] = currConcordance sortedConcordanceIndexes = np.argsort(currConcordance) nbToCheck = 1 chosenIndex = None while nbToCheck <= len(indexes): completionValue = currCompletion[ sortedCompletionIndexes[nbToCheck*-1] ] concordanceValue = currConcordance[ sortedConcordanceIndexes[nbToCheck*-1] ] completionToConsider = set( np.where(currCompletion >= completionValue)[0] ) concordanceToConsider = set( np.where(currConcordance >= concordanceValue)[0]) toConsider = concordanceToConsider & completionToConsider if len(toConsider) >= 1: chosenIndex = random.choice(list(toConsider)) break nbToCheck += 1 if chosenIndex is None: msg = "Could not choose the best sample ID for {}".format(sample) raise ProgramError(msg) print >>chosenFile, "\t".join([str(oldSamples[sample][chosenIndex]+1), str(indexes[chosenIndex]+1), sample[0], sample[1]]) for i, index in enumerate(indexes): if i != chosenIndex: print >>excludedFile, "\t".join([str(oldSamples[sample][i]+1), str(index+1), sample[0], sample[1]]) chosenIndexes[sample] = indexes[chosenIndex] chosenFile.close() excludedFile.close() return chosenIndexes, completion, sampleConcordance
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def order_qc_dir(dirnames): return sorted( dirnames, key=lambda dn: time.strptime( os.path.basename(dn.rstrip("/"))[14:], "%Y-%m-%d_%H.%M.%S", ) )
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def fetch(self, webfonts): sorted_keys = sorted(webfonts.keys()) for webfont_name in sorted_keys: self.get(webfont_name, webfonts[webfont_name])
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def sort_index(self, ascending=True): if isinstance(self.index, MultiIndex): raise NotImplementedError('Weld does not yet support sorting on multiple columns') return self.sort_values(self.index._gather_names(), ascending)
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def sort_values(self, by, ascending=True): check_type(ascending, bool) check_str_or_list_str(by) by = as_list(by) if len(by) > 1: raise NotImplementedError('Weld does not yet support sorting on multiple columns') all_data = self.reset_index() by_data = all_data[by] sorted_indices = weld_sort(by_data._gather_data_for_weld(), by_data._gather_weld_types(), 'sort_index', ascending=ascending) new_index = self.index._iloc_indices(sorted_indices) new_columns = list(self._iter()) new_column_names = [column.name for column in new_columns] new_columns = [_series_iloc(column, sorted_indices, new_index) for column in new_columns] new_data = OrderedDict(zip(new_column_names, new_columns)) return DataFrame(new_data, new_index)
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'15', 'type': 'identifier', 'children': [], 'value': 'lambd'},{'id': '16', 'type': 'None', 'children': []},{'id': '17', 'type': 'default_parameter', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'lambd_g'},{'id': '19', 'type': 'None', 'children': []},{'id': '20', 'type': 'default_parameter', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'lambd_n'},{'id': '22', 'type': 'None', 'children': []},{'id': '23', 'type': 'block', 'children': ['24', '33', '46', '50', '67', '223', '246', '260', '264', '282', '333']},{'id': '24', 'type': 'expression_statement', 'children': ['25']},{'id': '25', 'type': 'assignment', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'verbose'},{'id': '27', 'type': 'call', 'children': ['28', '31']},{'id': '28', 'type': 'attribute', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'dlimix'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'getVerbose'},{'id': '31', 'type': 'argument_list', 'children': ['32']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'verbose'},{'id': '33', 'type': 'if_statement', 'children': ['34', '38']},{'id': '34', 'type': 'not_operator', 'children': ['35']},{'id': '35', 'type': 'attribute', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'init'},{'id': '38', 'type': 'block', 'children': ['39']},{'id': '39', 'type': 'expression_statement', 'children': ['40']},{'id': '40', 'type': 'call', 'children': ['41', '44']},{'id': '41', 'type': 'attribute', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '43', 'type': 'identifier', 'children': [], 'value': '_initGP'},{'id': '44', 'type': 'argument_list', 'children': ['45']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'fast'},{'id': '46', 'type': 'expression_statement', 'children': ['47']},{'id': '47', 'type': 'assignment', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'opt_list'},{'id': '49', 'type': 'list', 'children': [], 'value': '[]'},{'id': '50', 'type': 'expression_statement', 'children': ['51']},{'id': '51', 'type': 'assignment', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'fixed0'},{'id': '53', 'type': 'call', 'children': ['54', '57']},{'id': '54', 'type': 'attribute', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'sp'},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'zeros_like'},{'id': '57', 'type': 'argument_list', 'children': ['58']},{'id': '58', 'type': 'subscript', 'children': ['59', '66']},{'id': '59', 'type': 'call', 'children': ['60', '65']},{'id': '60', 'type': 'attribute', 'children': ['61', '64']},{'id': '61', 'type': 'attribute', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'gp'},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'getParams'},{'id': '65', 'type': 'argument_list', 'children': []},{'id': '66', 'type': 'string', 'children': [], 'value': "'dataTerm'"},{'id': '67', 'type': 'for_statement', 'children': ['68', '69', '73']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '69', 'type': 'call', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '71', 'type': 'argument_list', 'children': ['72']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'n_times'},{'id': '73', 'type': 'block', 'children': ['74', '82', '102', '128']},{'id': '74', 'type': 'expression_statement', 'children': ['75']},{'id': '75', 'type': 'assignment', 'children': ['76', '77']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'scales1'},{'id': '77', 'type': 'call', 'children': ['78', '81']},{'id': '78', 'type': 'attribute', 'children': ['79', '80']},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '80', 'type': 'identifier', 'children': [], 'value': '_getScalesRand'},{'id': '81', 'type': 'argument_list', 'children': []},{'id': '82', 'type': 'expression_statement', 'children': ['83']},{'id': '83', 'type': 'assignment', 'children': ['84', '85']},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'fixed1'},{'id': '85', 'type': 'binary_operator', 'children': ['86', '87'], 'value': '*'},{'id': '86', 'type': 'float', 'children': [], 'value': '1e-1'},{'id': '87', 'type': 'call', 'children': ['88', '91']},{'id': '88', 'type': 'attribute', 'children': ['89', '90']},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'sp'},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'randn'},{'id': '91', 'type': 'argument_list', 'children': ['92', '97']},{'id': '92', 'type': 'subscript', 'children': ['93', '96']},{'id': '93', 'type': 'attribute', 'children': ['94', '95']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'fixed0'},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'shape'},{'id': '96', 'type': 'integer', 'children': [], 'value': '0'},{'id': '97', 'type': 'subscript', 'children': ['98', '101']},{'id': '98', 'type': 'attribute', 'children': ['99', '100']},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'fixed0'},{'id': '100', 'type': 'identifier', 'children': [], 'value': 'shape'},{'id': '101', 'type': 'integer', 'children': [], 'value': '1'},{'id': '102', 'type': 'expression_statement', 'children': ['103']},{'id': '103', 'type': 'assignment', 'children': ['104', '105']},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'conv'},{'id': '105', 'type': 'call', 'children': ['106', '109']},{'id': '106', 'type': 'attribute', 'children': ['107', '108']},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'trainGP'},{'id': '109', 'type': 'argument_list', 'children': ['110', '113', '116', '119', '122', '125']},{'id': '110', 'type': 'keyword_argument', 'children': ['111', '112']},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'fast'},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'fast'},{'id': '113', 'type': 'keyword_argument', 'children': ['114', '115']},{'id': '114', 'type': 'identifier', 'children': [], 'value': 'scales0'},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'scales1'},{'id': '116', 'type': 'keyword_argument', 'children': ['117', '118']},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'fixed0'},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'fixed1'},{'id': '119', 'type': 'keyword_argument', 'children': ['120', '121']},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'lambd'},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'lambd'},{'id': '122', 'type': 'keyword_argument', 'children': ['123', '124']},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'lambd_g'},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'lambd_g'},{'id': '125', 'type': 'keyword_argument', 'children': ['126', '127']},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'lambd_n'},{'id': '127', 'type': 'identifier', 'children': [], 'value': 'lambd_n'},{'id': '128', 'type': 'if_statement', 'children': ['129', '130']},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'conv'},{'id': '130', 'type': 'block', 'children': ['131', '135', '181']},{'id': '131', 'type': 'expression_statement', 'children': ['132']},{'id': '132', 'type': 'assignment', 'children': ['133', '134']},{'id': '133', 'type': 'identifier', 'children': [], 'value': 'temp'},{'id': '134', 'type': 'integer', 'children': [], 'value': '1'},{'id': '135', 'type': 'for_statement', 'children': ['136', '137', '144']},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '137', 'type': 'call', 'children': ['138', '139']},{'id': '138', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '139', 'type': 'argument_list', 'children': ['140']},{'id': '140', 'type': 'call', 'children': ['141', '142']},{'id': '141', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '142', 'type': 'argument_list', 'children': ['143']},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'opt_list'},{'id': '144', 'type': 'block', 'children': ['145']},{'id': '145', 'type': 'if_statement', 'children': ['146', '167']},{'id': '146', 'type': 'call', 'children': ['147', '150']},{'id': '147', 'type': 'attribute', 'children': ['148', '149']},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'sp'},{'id': '149', 'type': 'identifier', 'children': [], 'value': 'allclose'},{'id': '150', 'type': 'argument_list', 'children': ['151', '159']},{'id': '151', 'type': 'call', 'children': ['152', '153']},{'id': '152', 'type': 'identifier', 'children': [], 'value': 'abs'},{'id': '153', 'type': 'argument_list', 'children': ['154']},{'id': '154', 'type': 'call', 'children': ['155', '158']},{'id': '155', 'type': 'attribute', 'children': ['156', '157']},{'id': '156', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'getScales'},{'id': '158', 'type': 'argument_list', 'children': []},{'id': '159', 'type': 'call', 'children': ['160', '161']},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'abs'},{'id': '161', 'type': 'argument_list', 'children': ['162']},{'id': '162', 'type': 'subscript', 'children': ['163', '166']},{'id': '163', 'type': 'subscript', 'children': ['164', '165']},{'id': '164', 'type': 'identifier', 'children': [], 'value': 'opt_list'},{'id': '165', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '166', 'type': 'string', 'children': [], 'value': "'scales'"},{'id': '167', 'type': 'block', 'children': ['168', '172', '180']},{'id': '168', 'type': 'expression_statement', 'children': ['169']},{'id': '169', 'type': 'assignment', 'children': ['170', '171']},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'temp'},{'id': '171', 'type': 'integer', 'children': [], 'value': '0'},{'id': '172', 'type': 'expression_statement', 'children': ['173']},{'id': '173', 'type': 'augmented_assignment', 'children': ['174', '179'], 'value': '+='},{'id': '174', 'type': 'subscript', 'children': ['175', '178']},{'id': '175', 'type': 'subscript', 'children': ['176', '177']},{'id': '176', 'type': 'identifier', 'children': [], 'value': 'opt_list'},{'id': '177', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '178', 'type': 'string', 'children': [], 'value': "'counter'"},{'id': '179', 'type': 'integer', 'children': [], 'value': '1'},{'id': '180', 'type': 'break_statement', 'children': []},{'id': '181', 'type': 'if_statement', 'children': ['182', '185']},{'id': '182', 'type': 'comparison_operator', 'children': ['183', '184'], 'value': '=='},{'id': '183', 'type': 'identifier', 'children': [], 'value': 'temp'},{'id': '184', 'type': 'integer', 'children': [], 'value': '1'},{'id': '185', 'type': 'block', 'children': ['186', '190', '196', '206', '216']},{'id': '186', 'type': 'expression_statement', 'children': ['187']},{'id': '187', 'type': 'assignment', 'children': ['188', '189']},{'id': '188', 'type': 'identifier', 'children': [], 'value': 'opt'},{'id': '189', 'type': 'dictionary', 'children': []},{'id': '190', 'type': 'expression_statement', 'children': ['191']},{'id': '191', 'type': 'assignment', 'children': ['192', '195']},{'id': '192', 'type': 'subscript', 'children': ['193', '194']},{'id': '193', 'type': 'identifier', 'children': [], 'value': 'opt'},{'id': '194', 'type': 'string', 'children': [], 'value': "'counter'"},{'id': '195', 'type': 'integer', 'children': [], 'value': '1'},{'id': '196', 'type': 'expression_statement', 'children': ['197']},{'id': '197', 'type': 'assignment', 'children': ['198', '201']},{'id': '198', 'type': 'subscript', 'children': ['199', '200']},{'id': '199', 'type': 'identifier', 'children': [], 'value': 'opt'},{'id': '200', 'type': 'string', 'children': [], 'value': "'LML'"},{'id': '201', 'type': 'call', 'children': ['202', '205']},{'id': '202', 'type': 'attribute', 'children': ['203', '204']},{'id': '203', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '204', 'type': 'identifier', 'children': [], 'value': 'getLML'},{'id': '205', 'type': 'argument_list', 'children': []},{'id': '206', 'type': 'expression_statement', 'children': ['207']},{'id': '207', 'type': 'assignment', 'children': ['208', '211']},{'id': '208', 'type': 'subscript', 'children': ['209', '210']},{'id': '209', 'type': 'identifier', 'children': [], 'value': 'opt'},{'id': '210', 'type': 'string', 'children': [], 'value': "'scales'"},{'id': '211', 'type': 'call', 'children': ['212', '215']},{'id': '212', 'type': 'attribute', 'children': ['213', '214']},{'id': '213', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '214', 'type': 'identifier', 'children': [], 'value': 'getScales'},{'id': '215', 'type': 'argument_list', 'children': []},{'id': '216', 'type': 'expression_statement', 'children': ['217']},{'id': '217', 'type': 'call', 'children': ['218', '221']},{'id': '218', 'type': 'attribute', 'children': ['219', '220']},{'id': '219', 'type': 'identifier', 'children': [], 'value': 'opt_list'},{'id': '220', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '221', 'type': 'argument_list', 'children': ['222']},{'id': '222', 'type': 'identifier', 'children': [], 'value': 'opt'},{'id': '223', 'type': 'expression_statement', 'children': ['224']},{'id': '224', 'type': 'assignment', 'children': ['225', '226']},{'id': '225', 'type': 'identifier', 'children': [], 'value': 'LML'},{'id': '226', 'type': 'call', 'children': ['227', '230']},{'id': '227', 'type': 'attribute', 'children': ['228', '229']},{'id': '228', 'type': 'identifier', 'children': [], 'value': 'sp'},{'id': '229', 'type': 'identifier', 'children': [], 'value': 'array'},{'id': '230', 'type': 'argument_list', 'children': ['231']},{'id': '231', 'type': 'list_comprehension', 'children': ['232', '237']},{'id': '232', 'type': 'subscript', 'children': ['233', '236']},{'id': '233', 'type': 'subscript', 'children': ['234', '235']},{'id': '234', 'type': 'identifier', 'children': [], 'value': 'opt_list'},{'id': '235', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '236', 'type': 'string', 'children': [], 'value': "'LML'"},{'id': '237', 'type': 'for_in_clause', 'children': ['238', '239']},{'id': '238', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '239', 'type': 'call', 'children': ['240', '241']},{'id': '240', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '241', 'type': 'argument_list', 'children': ['242']},{'id': '242', 'type': 'call', 'children': ['243', '244']},{'id': '243', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '244', 'type': 'argument_list', 'children': ['245']},{'id': '245', 'type': 'identifier', 'children': [], 'value': 'opt_list'},{'id': '246', 'type': 'expression_statement', 'children': ['247']},{'id': '247', 'type': 'assignment', 'children': ['248', '249']},{'id': '248', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '249', 'type': 'subscript', 'children': ['250', '255']},{'id': '250', 'type': 'call', 'children': ['251', '254']},{'id': '251', 'type': 'attribute', 'children': ['252', '253']},{'id': '252', 'type': 'identifier', 'children': [], 'value': 'LML'},{'id': '253', 'type': 'identifier', 'children': [], 'value': 'argsort'},{'id': '254', 'type': 'argument_list', 'children': []},{'id': '255', 'type': 'slice', 'children': ['256', '257', '258']},{'id': '256', 'type': 'colon', 'children': []},{'id': '257', 'type': 'colon', 'children': []},{'id': '258', 'type': 'unary_operator', 'children': ['259'], 'value': '-'},{'id': '259', 'type': 'integer', 'children': [], 'value': '1'},{'id': '260', 'type': 'expression_statement', 'children': ['261']},{'id': '261', 'type': 'assignment', 'children': ['262', '263']},{'id': '262', 'type': 'identifier', 'children': [], 'value': 'out'},{'id': '263', 'type': 'list', 'children': [], 'value': '[]'},{'id': '264', 'type': 'if_statement', 'children': ['265', '266']},{'id': '265', 'type': 'identifier', 'children': [], 'value': 'verbose'},{'id': '266', 'type': 'block', 'children': ['267', '272', '277']},{'id': '267', 'type': 'expression_statement', 'children': ['268']},{'id': '268', 'type': 'call', 'children': ['269', '270']},{'id': '269', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '270', 'type': 'argument_list', 'children': ['271']},{'id': '271', 'type': 'string', 'children': [], 'value': '"\\nLocal mimima\\n"'},{'id': '272', 'type': 'expression_statement', 'children': ['273']},{'id': '273', 'type': 'call', 'children': ['274', '275']},{'id': '274', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '275', 'type': 'argument_list', 'children': ['276']},{'id': '276', 'type': 'string', 'children': [], 'value': '"n_times\\t\\tLML"'},{'id': '277', 'type': 'expression_statement', 'children': ['278']},{'id': '278', 'type': 'call', 'children': ['279', '280']},{'id': '279', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '280', 'type': 'argument_list', 'children': ['281']},{'id': '281', 'type': 'string', 'children': [], 'value': '"------------------------------------"'},{'id': '282', 'type': 'for_statement', 'children': ['283', '284', '291']},{'id': '283', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '284', 'type': 'call', 'children': ['285', '286']},{'id': '285', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '286', 'type': 'argument_list', 'children': ['287']},{'id': '287', 'type': 'call', 'children': ['288', '289']},{'id': '288', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '289', 'type': 'argument_list', 'children': ['290']},{'id': '290', 'type': 'identifier', 'children': [], 'value': 'opt_list'},{'id': '291', 'type': 'block', 'children': ['292', '303']},{'id': '292', 'type': 'expression_statement', 'children': ['293']},{'id': '293', 'type': 'call', 'children': ['294', '297']},{'id': '294', 'type': 'attribute', 'children': ['295', '296']},{'id': '295', 'type': 'identifier', 'children': [], 'value': 'out'},{'id': '296', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '297', 'type': 'argument_list', 'children': ['298']},{'id': '298', 'type': 'subscript', 'children': ['299', '300']},{'id': '299', 'type': 'identifier', 'children': [], 'value': 'opt_list'},{'id': '300', 'type': 'subscript', 'children': ['301', '302']},{'id': '301', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '302', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '303', 'type': 'if_statement', 'children': ['304', '305']},{'id': '304', 'type': 'identifier', 'children': [], 'value': 'verbose'},{'id': '305', 'type': 'block', 'children': ['306', '328']},{'id': '306', 'type': 'expression_statement', 'children': ['307']},{'id': '307', 'type': 'call', 'children': ['308', '309']},{'id': '308', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '309', 'type': 'argument_list', 'children': ['310']},{'id': '310', 'type': '()', 'children': ['311']},{'id': '311', 'type': 'binary_operator', 'children': ['312', '313'], 'value': '%'},{'id': '312', 'type': 'string', 'children': [], 'value': '"%d\\t\\t%f"'},{'id': '313', 'type': 'tuple', 'children': ['314', '321']},{'id': '314', 'type': 'subscript', 'children': ['315', '320']},{'id': '315', 'type': 'subscript', 'children': ['316', '317']},{'id': '316', 'type': 'identifier', 'children': [], 'value': 'opt_list'},{'id': '317', 'type': 'subscript', 'children': ['318', '319']},{'id': '318', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '319', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '320', 'type': 'string', 'children': [], 'value': "'counter'"},{'id': '321', 'type': 'subscript', 'children': ['322', '327']},{'id': '322', 'type': 'subscript', 'children': ['323', '324']},{'id': '323', 'type': 'identifier', 'children': [], 'value': 'opt_list'},{'id': '324', 'type': 'subscript', 'children': ['325', '326']},{'id': '325', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '326', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '327', 'type': 'string', 'children': [], 'value': "'LML'"},{'id': '328', 'type': 'expression_statement', 'children': ['329']},{'id': '329', 'type': 'call', 'children': ['330', '331']},{'id': '330', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '331', 'type': 'argument_list', 'children': ['332']},{'id': '332', 'type': 'string', 'children': [], 'value': '""'},{'id': '333', 'type': 'return_statement', 'children': ['334']},{'id': '334', 'type': 'identifier', 'children': [], 'value': 'out'}
def optimize_with_repeates(self,fast=None,verbose=None,n_times=10,lambd=None,lambd_g=None,lambd_n=None): verbose = dlimix.getVerbose(verbose) if not self.init: self._initGP(fast) opt_list = [] fixed0 = sp.zeros_like(self.gp.getParams()['dataTerm']) for i in range(n_times): scales1 = self._getScalesRand() fixed1 = 1e-1*sp.randn(fixed0.shape[0],fixed0.shape[1]) conv = self.trainGP(fast=fast,scales0=scales1,fixed0=fixed1,lambd=lambd,lambd_g=lambd_g,lambd_n=lambd_n) if conv: temp=1 for j in range(len(opt_list)): if sp.allclose(abs(self.getScales()),abs(opt_list[j]['scales'])): temp=0 opt_list[j]['counter']+=1 break if temp==1: opt = {} opt['counter'] = 1 opt['LML'] = self.getLML() opt['scales'] = self.getScales() opt_list.append(opt) LML = sp.array([opt_list[i]['LML'] for i in range(len(opt_list))]) index = LML.argsort()[::-1] out = [] if verbose: print("\nLocal mimima\n") print("n_times\t\tLML") print("------------------------------------") for i in range(len(opt_list)): out.append(opt_list[index[i]]) if verbose: print(("%d\t\t%f" % (opt_list[index[i]]['counter'], opt_list[index[i]]['LML']))) print("") return out
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort_prefixes'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'orig'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'prefixes'},{'id': '7', 'type': 'string', 'children': [], 'value': "'@+'"},{'id': '8', 'type': 'block', 'children': ['9', '13', '26']},{'id': '9', 'type': 'expression_statement', 'children': ['10']},{'id': '10', 'type': 'assignment', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'new'},{'id': '12', 'type': 'string', 'children': [], 'value': "''"},{'id': '13', 'type': 'for_statement', 'children': ['14', '15', '16']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'prefix'},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'prefixes'},{'id': '16', 'type': 'block', 'children': ['17']},{'id': '17', 'type': 'if_statement', 'children': ['18', '21']},{'id': '18', 'type': 'comparison_operator', 'children': ['19', '20'], 'value': 'in'},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'prefix'},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'orig'},{'id': '21', 'type': 'block', 'children': ['22']},{'id': '22', 'type': 'expression_statement', 'children': ['23']},{'id': '23', 'type': 'augmented_assignment', 'children': ['24', '25'], 'value': '+='},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'new'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'prefix'},{'id': '26', 'type': 'return_statement', 'children': ['27']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'new'}
def sort_prefixes(orig, prefixes='@+'): new = '' for prefix in prefixes: if prefix in orig: new += prefix return new
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort_children'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'attribute'},{'id': '7', 'type': 'None', 'children': []},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'reverse_order'},{'id': '10', 'type': 'False', 'children': []},{'id': '11', 'type': 'block', 'children': ['12', '16', '113', '119', '133']},{'id': '12', 'type': 'expression_statement', 'children': ['13']},{'id': '13', 'type': 'assignment', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'sorted_children'},{'id': '15', 'type': 'list', 'children': [], 'value': '[]'},{'id': '16', 'type': 'if_statement', 'children': ['17', '18', '88']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'attribute'},{'id': '18', 'type': 'block', 'children': ['19', '23', '27', '57', '81']},{'id': '19', 'type': 'expression_statement', 'children': ['20']},{'id': '20', 'type': 'assignment', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'sortable_children'},{'id': '22', 'type': 'list', 'children': [], 'value': '[]'},{'id': '23', 'type': 'expression_statement', 'children': ['24']},{'id': '24', 'type': 'assignment', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'unsortable_children'},{'id': '26', 'type': 'list', 'children': [], 'value': '[]'},{'id': '27', 'type': 'for_statement', 'children': ['28', '29', '32']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'child'},{'id': '29', 'type': 'attribute', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '31', 'type': 'identifier', 'children': [], 'value': '__children'},{'id': '32', 'type': 'block', 'children': ['33']},{'id': '33', 'type': 'if_statement', 'children': ['34', '40', '48']},{'id': '34', 'type': 'call', 'children': ['35', '38']},{'id': '35', 'type': 'attribute', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'child'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'attribute_exists'},{'id': '38', 'type': 'argument_list', 'children': ['39']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'attribute'},{'id': '40', 'type': 'block', 'children': ['41']},{'id': '41', 'type': 'expression_statement', 'children': ['42']},{'id': '42', 'type': 'call', 'children': ['43', '46']},{'id': '43', 'type': 'attribute', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'sortable_children'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '46', 'type': 'argument_list', 'children': ['47']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'child'},{'id': '48', 'type': 'else_clause', 'children': ['49']},{'id': '49', 'type': 'block', 'children': ['50']},{'id': '50', 'type': 'expression_statement', 'children': ['51']},{'id': '51', 'type': 'call', 'children': ['52', '55']},{'id': '52', 'type': 'attribute', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'unsortable_children'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '55', 'type': 'argument_list', 'children': ['56']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'child'},{'id': '57', 'type': 'expression_statement', 'children': ['58']},{'id': '58', 'type': 'assignment', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'sorted_children'},{'id': '60', 'type': 'call', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '62', 'type': 'argument_list', 'children': ['63', '64', '76']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'sortable_children'},{'id': '64', 'type': 'keyword_argument', 'children': ['65', '66']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '66', 'type': 'lambda', 'children': ['67', '69']},{'id': '67', 'type': 'lambda_parameters', 'children': ['68']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '69', 'type': 'attribute', 'children': ['70', '75']},{'id': '70', 'type': 'call', 'children': ['71', '72']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'getattr'},{'id': '72', 'type': 'argument_list', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'attribute'},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '76', 'type': 'keyword_argument', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '78', 'type': 'boolean_operator', 'children': ['79', '80'], 'value': 'or'},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'reverse_order'},{'id': '80', 'type': 'False', 'children': []},{'id': '81', 'type': 'expression_statement', 'children': ['82']},{'id': '82', 'type': 'call', 'children': ['83', '86']},{'id': '83', 'type': 'attribute', 'children': ['84', '85']},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'sorted_children'},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'extend'},{'id': '86', 'type': 'argument_list', 'children': ['87']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'unsortable_children'},{'id': '88', 'type': 'else_clause', 'children': ['89']},{'id': '89', 'type': 'block', 'children': ['90']},{'id': '90', 'type': 'expression_statement', 'children': ['91']},{'id': '91', 'type': 'assignment', 'children': ['92', '93']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'sorted_children'},{'id': '93', 'type': 'call', 'children': ['94', '95']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '95', 'type': 'argument_list', 'children': ['96', '99', '108']},{'id': '96', 'type': 'attribute', 'children': ['97', '98']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'children'},{'id': '99', 'type': 'keyword_argument', 'children': ['100', '101']},{'id': '100', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '101', 'type': 'lambda', 'children': ['102', '104']},{'id': '102', 'type': 'lambda_parameters', 'children': ['103']},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '104', 'type': '()', 'children': ['105']},{'id': '105', 'type': 'attribute', 'children': ['106', '107']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '108', 'type': 'keyword_argument', 'children': ['109', '110']},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '110', 'type': 'boolean_operator', 'children': ['111', '112'], 'value': 'or'},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'reverse_order'},{'id': '112', 'type': 'False', 'children': []},{'id': '113', 'type': 'expression_statement', 'children': ['114']},{'id': '114', 'type': 'assignment', 'children': ['115', '118']},{'id': '115', 'type': 'attribute', 'children': ['116', '117']},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '117', 'type': 'identifier', 'children': [], 'value': '__children'},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'sorted_children'},{'id': '119', 'type': 'for_statement', 'children': ['120', '121', '124']},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'child'},{'id': '121', 'type': 'attribute', 'children': ['122', '123']},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '123', 'type': 'identifier', 'children': [], 'value': '__children'},{'id': '124', 'type': 'block', 'children': ['125']},{'id': '125', 'type': 'expression_statement', 'children': ['126']},{'id': '126', 'type': 'call', 'children': ['127', '130']},{'id': '127', 'type': 'attribute', 'children': ['128', '129']},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'child'},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'sort_children'},{'id': '130', 'type': 'argument_list', 'children': ['131', '132']},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'attribute'},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'reverse_order'},{'id': '133', 'type': 'return_statement', 'children': ['134']},{'id': '134', 'type': 'True', 'children': []}
def sort_children(self, attribute=None, reverse_order=False): sorted_children = [] if attribute: sortable_children = [] unsortable_children = [] for child in self.__children: if child.attribute_exists(attribute): sortable_children.append(child) else: unsortable_children.append(child) sorted_children = sorted(sortable_children, key=lambda x: getattr( x, attribute).value, reverse=reverse_order or False) sorted_children.extend(unsortable_children) else: sorted_children = sorted(self.children, key=lambda x: (x.name), reverse=reverse_order or False) self.__children = sorted_children for child in self.__children: child.sort_children(attribute, reverse_order) return True
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_sort_kw_matches'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'skw_matches'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'limit'},{'id': '7', 'type': 'integer', 'children': [], 'value': '0'},{'id': '8', 'type': 'block', 'children': ['9', '20', '31']},{'id': '9', 'type': 'expression_statement', 'children': ['10']},{'id': '10', 'type': 'assignment', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'sorted_keywords'},{'id': '12', 'type': 'call', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '14', 'type': 'argument_list', 'children': ['15']},{'id': '15', 'type': 'call', 'children': ['16', '19']},{'id': '16', 'type': 'attribute', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'skw_matches'},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '19', 'type': 'argument_list', 'children': []},{'id': '20', 'type': 'expression_statement', 'children': ['21']},{'id': '21', 'type': 'call', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '23', 'type': 'argument_list', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'sorted_keywords'},{'id': '25', 'type': 'keyword_argument', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '27', 'type': 'call', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'cmp_to_key'},{'id': '29', 'type': 'argument_list', 'children': ['30']},{'id': '30', 'type': 'identifier', 'children': [], 'value': '_skw_matches_comparator'},{'id': '31', 'type': 'return_statement', 'children': ['32']},{'id': '32', 'type': 'boolean_operator', 'children': ['33', '40'], 'value': 'or'},{'id': '33', 'type': 'boolean_operator', 'children': ['34', '35'], 'value': 'and'},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'limit'},{'id': '35', 'type': 'subscript', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'sorted_keywords'},{'id': '37', 'type': 'slice', 'children': ['38', '39']},{'id': '38', 'type': 'colon', 'children': []},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'limit'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'sorted_keywords'}
def _sort_kw_matches(skw_matches, limit=0): sorted_keywords = list(skw_matches.items()) sorted(sorted_keywords, key=cmp_to_key(_skw_matches_comparator)) return limit and sorted_keywords[:limit] or sorted_keywords
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'trim'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'n_peaks'},{'id': '6', 'type': 'block', 'children': ['7', '13']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'call', 'children': ['9', '12']},{'id': '9', 'type': 'attribute', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'sortByIntensity'},{'id': '12', 'type': 'argument_list', 'children': []},{'id': '13', 'type': 'expression_statement', 'children': ['14']},{'id': '14', 'type': 'call', 'children': ['15', '18']},{'id': '15', 'type': 'attribute', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'ims'},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'spectrum_trim'},{'id': '18', 'type': 'argument_list', 'children': ['19', '22']},{'id': '19', 'type': 'attribute', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'ptr'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'n_peaks'}
def trim(self, n_peaks): self.sortByIntensity() ims.spectrum_trim(self.ptr, n_peaks)
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def centroids(self, window_size=5): self.sortByMass() mzs = _cffi_buffer(self.masses, 'd') intensities = _cffi_buffer(self.intensities, 'f') n = self.size p = ims.spectrum_new_from_raw(n, mzs.ptr, intensities.ptr, int(window_size)) return _new_spectrum(CentroidedSpectrum, p)
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def list_engines_by_priority(engines=None): if engines is None: engines = ENGINES return sorted(engines, key=operator.methodcaller("priority"))
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def union(dict1, dict2): for key, value in dict2.items(): if key in dict1 and isinstance(value, dict): dict1[key] = union(dict1[key], value) else: dict1[key] = value return dict1
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def _format_data(self, data): return [spectrum for spectrum in \ sorted(data if isinstance(data, (list, tuple)) else [data], key=lambda x: x.disp[0]) if np.any(np.isfinite(spectrum.flux))]
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def get_sorting(self, request, **resources): sorting = [] if not request.GET: return sorting prefix = self._meta.dyn_prefix + 'sort' return request.GET.getlist(prefix)
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def sort(self, *sort_tuples): ''' pymongo-style sorting. Accepts a list of tuples. :param sort_tuples: varargs of sort tuples. ''' query = self for name, direction in sort_tuples: field = resolve_name(self.type, name) if direction in (ASCENDING, 1): query = query.ascending(field) elif direction in (DESCENDING, -1): query = query.descending(field) else: raise BadQueryException('Bad sort direction: %s' % direction) return query
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_has_bad_coords'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'root'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'stream'},{'id': '6', 'type': 'block', 'children': ['7', '14', '29', '38', '55']},{'id': '7', 'type': 'if_statement', 'children': ['8', '11']},{'id': '8', 'type': 'comparison_operator', 'children': ['9', '10'], 'value': '=='},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'stream'},{'id': '10', 'type': 'string', 'children': [], 'value': '"com.dc3/dc3.broker"'},{'id': '11', 'type': 'block', 'children': ['12']},{'id': '12', 'type': 'return_statement', 'children': ['13']},{'id': '13', 'type': 'True', 'children': []},{'id': '14', 'type': 'if_statement', 'children': ['15', '26']},{'id': '15', 'type': 'not_operator', 'children': ['16']},{'id': '16', 'type': 'comparison_operator', 'children': ['17', '25'], 'value': '=='},{'id': '17', 'type': 'subscript', 'children': ['18', '24']},{'id': '18', 'type': 'call', 'children': ['19', '22']},{'id': '19', 'type': 'attribute', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'stream'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'split'},{'id': '22', 'type': 'argument_list', 'children': ['23']},{'id': '23', 'type': 'string', 'children': [], 'value': "'/'"},{'id': '24', 'type': 'integer', 'children': [], 'value': '0'},{'id': '25', 'type': 'string', 'children': [], 'value': "'nasa.gsfc.gcn'"},{'id': '26', 'type': 'block', 'children': ['27']},{'id': '27', 'type': 'return_statement', 'children': ['28']},{'id': '28', 'type': 'False', 'children': []},{'id': '29', 'type': 'expression_statement', 'children': ['30']},{'id': '30', 'type': 'assignment', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'toplevel_params'},{'id': '32', 'type': 'call', 'children': ['33', '36']},{'id': '33', 'type': 'attribute', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'vp'},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'get_toplevel_params'},{'id': '36', 'type': 'argument_list', 'children': ['37']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'root'},{'id': '38', 'type': 'if_statement', 'children': ['39', '42']},{'id': '39', 'type': 'comparison_operator', 'children': ['40', '41'], 'value': 'in'},{'id': '40', 'type': 'string', 'children': [], 'value': '"Coords_String"'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'toplevel_params'},{'id': '42', 'type': 'block', 'children': ['43']},{'id': '43', 'type': 'if_statement', 'children': ['44', '52']},{'id': '44', 'type': '()', 'children': ['45']},{'id': '45', 'type': 'comparison_operator', 'children': ['46', '51'], 'value': '=='},{'id': '46', 'type': 'subscript', 'children': ['47', '50']},{'id': '47', 'type': 'subscript', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'toplevel_params'},{'id': '49', 'type': 'string', 'children': [], 'value': '"Coords_String"'},{'id': '50', 'type': 'string', 'children': [], 'value': "'value'"},{'id': '51', 'type': 'string', 'children': [], 'value': '"unavailable/inappropriate"'},{'id': '52', 'type': 'block', 'children': ['53']},{'id': '53', 'type': 'return_statement', 'children': ['54']},{'id': '54', 'type': 'True', 'children': []},{'id': '55', 'type': 'return_statement', 'children': ['56']},{'id': '56', 'type': 'False', 'children': []}
def _has_bad_coords(root, stream): if stream == "com.dc3/dc3.broker": return True if not stream.split('/')[0] == 'nasa.gsfc.gcn': return False toplevel_params = vp.get_toplevel_params(root) if "Coords_String" in toplevel_params: if (toplevel_params["Coords_String"]['value'] == "unavailable/inappropriate"): return True return False
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '19', '31']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sorted_chain'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'typed_parameter', 'children': ['5', '7']},{'id': '5', 'type': 'list_splat_pattern', 'children': ['6']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'ranges'},{'id': '7', 'type': 'type', 'children': ['8']},{'id': '8', 'type': 'generic_type', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'Iterable'},{'id': '10', 'type': 'type_parameter', 'children': ['11']},{'id': '11', 'type': 'type', 'children': ['12']},{'id': '12', 'type': 'generic_type', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'Tuple'},{'id': '14', 'type': 'type_parameter', 'children': ['15', '17']},{'id': '15', 'type': 'type', 'children': ['16']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '17', 'type': 'type', 'children': ['18']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '19', 'type': 'type', 'children': ['20']},{'id': '20', 'type': 'generic_type', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'List'},{'id': '22', 'type': 'type_parameter', 'children': ['23']},{'id': '23', 'type': 'type', 'children': ['24']},{'id': '24', 'type': 'generic_type', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'Tuple'},{'id': '26', 'type': 'type_parameter', 'children': ['27', '29']},{'id': '27', 'type': 'type', 'children': ['28']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '29', 'type': 'type', 'children': ['30']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '31', 'type': 'block', 'children': ['32']},{'id': '32', 'type': 'return_statement', 'children': ['33']},{'id': '33', 'type': 'call', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '35', 'type': 'argument_list', 'children': ['36']},{'id': '36', 'type': 'call', 'children': ['37', '40']},{'id': '37', 'type': 'attribute', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'itertools'},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'chain'},{'id': '40', 'type': 'argument_list', 'children': ['41']},{'id': '41', 'type': 'list_splat', 'children': ['42']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'ranges'}
def sorted_chain(*ranges: Iterable[Tuple[int, int]]) -> List[Tuple[int, int]]: return sorted(itertools.chain(*ranges))
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'partition_range'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'stop'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'annotations'},{'id': '7', 'type': 'None', 'children': []},{'id': '8', 'type': 'block', 'children': ['9', '15', '19', '27', '127']},{'id': '9', 'type': 'expression_statement', 'children': ['10']},{'id': '10', 'type': 'assignment', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'annotations'},{'id': '12', 'type': 'boolean_operator', 'children': ['13', '14'], 'value': 'or'},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'annotations'},{'id': '14', 'type': 'list', 'children': [], 'value': '[]'},{'id': '15', 'type': 'expression_statement', 'children': ['16']},{'id': '16', 'type': 'assignment', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'partitioning'},{'id': '18', 'type': 'list', 'children': [], 'value': '[]'},{'id': '19', 'type': 'expression_statement', 'children': ['20']},{'id': '20', 'type': 'assignment', 'children': ['21', '24']},{'id': '21', 'type': 'pattern_list', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'part_start'},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'part_levels'},{'id': '24', 'type': 'expression_list', 'children': ['25', '26']},{'id': '25', 'type': 'integer', 'children': [], 'value': '0'},{'id': '26', 'type': 'None', 'children': []},{'id': '27', 'type': 'for_statement', 'children': ['28', '29', '51']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'p'},{'id': '29', 'type': 'call', 'children': ['30', '31']},{'id': '30', 'type': 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'type': 'identifier', 'children': [], 'value': 'itertools'},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'chain'},{'id': '48', 'type': 'argument_list', 'children': ['49']},{'id': '49', 'type': 'list_splat', 'children': ['50']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'annotations'},{'id': '51', 'type': 'block', 'children': ['52', '68', '94', '104']},{'id': '52', 'type': 'if_statement', 'children': ['53', '56']},{'id': '53', 'type': 'comparison_operator', 'children': ['54', '55'], 'value': '=='},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'p'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'stop'},{'id': '56', 'type': 'block', 'children': ['57', '67']},{'id': '57', 'type': 'expression_statement', 'children': ['58']},{'id': '58', 'type': 'call', 'children': ['59', '62']},{'id': '59', 'type': 'attribute', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'partitioning'},{'id': '61', 'type': 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'identifier', 'children': [], 'value': 'regions'},{'id': '77', 'type': 'call', 'children': ['78', '79']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'enumerate'},{'id': '79', 'type': 'argument_list', 'children': ['80']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'annotations'},{'id': '81', 'type': 'if_clause', 'children': ['82']},{'id': '82', 'type': 'call', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'any'},{'id': '84', 'type': 'generator_expression', 'children': ['85', '89']},{'id': '85', 'type': 'comparison_operator', 'children': ['86', '87', '88'], 'value': '<='},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'p'},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'y'},{'id': '89', 'type': 'for_in_clause', 'children': ['90', '93']},{'id': '90', 'type': 'pattern_list', 'children': ['91', '92']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'y'},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'regions'},{'id': '94', 'type': 'if_statement', 'children': ['95', '98']},{'id': '95', 'type': 'comparison_operator', 'children': ['96', '97'], 'value': '=='},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'p'},{'id': '97', 'type': 'integer', 'children': [], 'value': '0'},{'id': '98', 'type': 'block', 'children': ['99', '103']},{'id': '99', 'type': 'expression_statement', 'children': ['100']},{'id': '100', 'type': 'assignment', 'children': ['101', '102']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'part_levels'},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'levels'},{'id': '103', 'type': 'continue_statement', 'children': []},{'id': '104', 'type': 'if_statement', 'children': ['105', '108']},{'id': '105', 'type': 'comparison_operator', 'children': ['106', '107'], 'value': '!='},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'levels'},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'part_levels'},{'id': '108', 'type': 'block', 'children': ['109', '119']},{'id': '109', 'type': 'expression_statement', 'children': ['110']},{'id': '110', 'type': 'call', 'children': ['111', '114']},{'id': '111', 'type': 'attribute', 'children': ['112', '113']},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'partitioning'},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '114', 'type': 'argument_list', 'children': ['115']},{'id': '115', 'type': 'tuple', 'children': ['116', '117', '118']},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'part_start'},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'p'},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'part_levels'},{'id': '119', 'type': 'expression_statement', 'children': ['120']},{'id': '120', 'type': 'assignment', 'children': ['121', '124']},{'id': '121', 'type': 'pattern_list', 'children': ['122', '123']},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'part_start'},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'part_levels'},{'id': '124', 'type': 'expression_list', 'children': ['125', '126']},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'p'},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'levels'},{'id': '127', 'type': 'return_statement', 'children': ['128']},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'partitioning'}
def partition_range(stop, annotations=None): annotations = annotations or [] partitioning = [] part_start, part_levels = 0, None for p in sorted(set(itertools.chain([0, stop], *itertools.chain(*annotations)))): if p == stop: partitioning.append( (part_start, p, part_levels) ) break levels = {level for level, regions in enumerate(annotations) if any(x <= p < y for x, y in regions)} if p == 0: part_levels = levels continue if levels != part_levels: partitioning.append( (part_start, p, part_levels) ) part_start, part_levels = p, levels return partitioning
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '17']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'pprint_sequence'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11', '14']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'sequence'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'annotations'},{'id': '7', 'type': 'None', 'children': []},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'block_length'},{'id': '10', 'type': 'integer', 'children': [], 'value': '10'},{'id': '11', 'type': 'default_parameter', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'blocks_per_line'},{'id': '13', 'type': 'integer', 'children': [], 'value': '6'},{'id': '14', 'type': 'default_parameter', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'PlaintextFormat'},{'id': '17', 'type': 'block', 'children': ['18', '24', '35', '71', '95', '271']},{'id': '18', 'type': 'expression_statement', 'children': ['19']},{'id': '19', 'type': 'assignment', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'annotations'},{'id': '21', 'type': 'boolean_operator', 'children': ['22', '23'], 'value': 'or'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'annotations'},{'id': '23', 'type': 'list', 'children': [], 'value': '[]'},{'id': '24', 'type': 'expression_statement', 'children': ['25']},{'id': '25', 'type': 'assignment', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'partitioning'},{'id': '27', 'type': 'call', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'partition_range'},{'id': '29', 'type': 'argument_list', 'children': ['30', '34']},{'id': '30', 'type': 'call', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '32', 'type': 'argument_list', 'children': ['33']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'sequence'},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'annotations'},{'id': '35', 'type': 'expression_statement', 'children': ['36']},{'id': '36', 'type': 'assignment', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'margin'},{'id': '38', 'type': 'binary_operator', 'children': ['39', '63'], 'value': '+'},{'id': '39', 'type': 'call', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '41', 'type': 'argument_list', 'children': ['42']},{'id': '42', 'type': 'binary_operator', 'children': ['43', '62'], 'value': '+'},{'id': '43', 'type': 'call', 'children': ['44', '47']},{'id': '44', 'type': 'attribute', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'math'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'floor'},{'id': '47', 'type': 'argument_list', 'children': ['48']},{'id': '48', 'type': 'call', 'children': ['49', '52']},{'id': '49', 'type': 'attribute', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'math'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'log'},{'id': '52', 'type': 'argument_list', 'children': ['53', '61']},{'id': '53', 'type': 'call', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'max'},{'id': '55', 'type': 'argument_list', 'children': ['56', '60']},{'id': '56', 'type': 'call', 'children': ['57', '58']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '58', 'type': 'argument_list', 'children': ['59']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'sequence'},{'id': '60', 'type': 'integer', 'children': [], 'value': '1'},{'id': '61', 'type': 'integer', 'children': [], 'value': '10'},{'id': '62', 'type': 'integer', 'children': [], 'value': '1'},{'id': '63', 'type': 'call', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '65', 'type': 'argument_list', 'children': ['66']},{'id': '66', 'type': 'subscript', 'children': ['67', '70']},{'id': '67', 'type': 'attribute', 'children': ['68', '69']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'margin'},{'id': '70', 'type': 'integer', 'children': [], 'value': '0'},{'id': '71', 'type': 'expression_statement', 'children': ['72']},{'id': '72', 'type': 'assignment', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '74', 'type': 'binary_operator', 'children': ['75', '94'], 'value': '+'},{'id': '75', 'type': 'binary_operator', 'children': ['76', '89'], 'value': '+'},{'id': '76', 'type': 'call', 'children': ['77', '87']},{'id': '77', 'type': 'attribute', 'children': ['78', '86']},{'id': '78', 'type': '()', 'children': ['79']},{'id': '79', 'type': 'binary_operator', 'children': ['80', '85'], 'value': '+'},{'id': '80', 'type': 'subscript', 'children': ['81', '84']},{'id': '81', 'type': 'attribute', 'children': ['82', '83']},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'margin'},{'id': '84', 'type': 'integer', 'children': [], 'value': '0'},{'id': '85', 'type': 'string', 'children': [], 'value': "'1'"},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'rjust'},{'id': '87', 'type': 'argument_list', 'children': ['88']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'margin'},{'id': '89', 'type': 'subscript', 'children': ['90', '93']},{'id': '90', 'type': 'attribute', 'children': ['91', '92']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'margin'},{'id': '93', 'type': 'integer', 'children': [], 'value': '1'},{'id': '94', 'type': 'string', 'children': [], 'value': "' '"},{'id': '95', 'type': 'for_statement', 'children': ['96', '97', '106']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'p'},{'id': '97', 'type': 'call', 'children': ['98', '99']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '99', 'type': 'argument_list', 'children': ['100', '101', '105']},{'id': '100', 'type': 'integer', 'children': [], 'value': '0'},{'id': '101', 'type': 'call', 'children': ['102', '103']},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '103', 'type': 'argument_list', 'children': ['104']},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'sequence'},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'block_length'},{'id': '106', 'type': 'block', 'children': ['107', '141', '145', '215']},{'id': '107', 'type': 'expression_statement', 'children': ['108']},{'id': '108', 'type': 'assignment', 'children': ['109', '110']},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'block'},{'id': '110', 'type': 'list_comprehension', 'children': ['111', '125', '131']},{'id': '111', 'type': 'tuple', 'children': ['112', '117', '124']},{'id': '112', 'type': 'call', 'children': ['113', '114']},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'max'},{'id': '114', 'type': 'argument_list', 'children': ['115', '116']},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'p'},{'id': '117', 'type': 'call', 'children': ['118', '119']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'min'},{'id': '119', 'type': 'argument_list', 'children': ['120', '121']},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'stop'},{'id': '121', 'type': 'binary_operator', 'children': ['122', '123'], 'value': '+'},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'p'},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'block_length'},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'levels'},{'id': '125', 'type': 'for_in_clause', 'children': ['126', '130']},{'id': '126', 'type': 'pattern_list', 'children': ['127', '128', '129']},{'id': '127', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'stop'},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'levels'},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'partitioning'},{'id': '131', 'type': 'if_clause', 'children': ['132']},{'id': '132', 'type': 'boolean_operator', 'children': ['133', '138'], 'value': 'and'},{'id': '133', 'type': 'comparison_operator', 'children': ['134', '135'], 'value': '<'},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '135', 'type': 'binary_operator', 'children': ['136', '137'], 'value': '+'},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'p'},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'block_length'},{'id': '138', 'type': 'comparison_operator', 'children': ['139', '140'], 'value': '>'},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'stop'},{'id': '140', 'type': 'identifier', 'children': [], 'value': 'p'},{'id': '141', 'type': 'expression_statement', 'children': ['142']},{'id': '142', 'type': 'augmented_assignment', 'children': ['143', '144'], 'value': '+='},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '144', 'type': 'string', 'children': [], 'value': "' '"},{'id': '145', 'type': 'for_statement', 'children': ['146', '150', '151']},{'id': '146', 'type': 'pattern_list', 'children': ['147', '148', '149']},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'stop'},{'id': '149', 'type': 'identifier', 'children': [], 'value': 'levels'},{'id': '150', 'type': 'identifier', 'children': [], 'value': 'block'},{'id': '151', 'type': 'block', 'children': ['152', '175']},{'id': '152', 'type': 'expression_statement', 'children': ['153']},{'id': '153', 'type': 'assignment', 'children': ['154', '155']},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'delimiters'},{'id': '155', 'type': 'list_comprehension', 'children': ['156', '159', '171']},{'id': '156', 'type': 'tuple', 'children': ['157', '158']},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'left'},{'id': '158', 'type': 'identifier', 'children': [], 'value': 'right'},{'id': '159', 'type': 'for_in_clause', 'children': ['160', '165']},{'id': '160', 'type': 'pattern_list', 'children': ['161', '162']},{'id': '161', 'type': 'identifier', 'children': [], 'value': 'level'},{'id': '162', 'type': 'tuple_pattern', 'children': ['163', '164']},{'id': '163', 'type': 'identifier', 'children': [], 'value': 'left'},{'id': '164', 'type': 'identifier', 'children': [], 'value': 'right'},{'id': '165', 'type': 'call', 'children': ['166', '167']},{'id': '166', 'type': 'identifier', 'children': [], 'value': 'enumerate'},{'id': '167', 'type': 'argument_list', 'children': ['168']},{'id': '168', 'type': 'attribute', 'children': ['169', '170']},{'id': '169', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'annotations'},{'id': '171', 'type': 'if_clause', 'children': ['172']},{'id': '172', 'type': 'comparison_operator', 'children': ['173', '174'], 'value': 'in'},{'id': '173', 'type': 'identifier', 'children': [], 'value': 'level'},{'id': '174', 'type': 'identifier', 'children': [], 'value': 'levels'},{'id': '175', 'type': 'expression_statement', 'children': ['176']},{'id': '176', 'type': 'augmented_assignment', 'children': ['177', '178'], 'value': '+='},{'id': '177', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '178', 'type': '()', 'children': ['179']},{'id': '179', 'type': 'binary_operator', 'children': ['180', '204'], 'value': '+'},{'id': '180', 'type': 'binary_operator', 'children': ['181', '195'], 'value': '+'},{'id': '181', 'type': 'call', 'children': ['182', '185']},{'id': '182', 'type': 'attribute', 'children': ['183', '184']},{'id': '183', 'type': 'string', 'children': [], 'value': "''"},{'id': '184', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '185', 'type': 'generator_expression', 'children': ['186', '187']},{'id': '186', 'type': 'identifier', 'children': [], 'value': 'left'},{'id': '187', 'type': 'for_in_clause', 'children': ['188', '191']},{'id': '188', 'type': 'pattern_list', 'children': ['189', '190']},{'id': '189', 'type': 'identifier', 'children': [], 'value': 'left'},{'id': '190', 'type': 'identifier', 'children': [], 'value': 'right'},{'id': '191', 'type': 'call', 'children': ['192', '193']},{'id': '192', 'type': 'identifier', 'children': [], 'value': 'reversed'},{'id': '193', 'type': 'argument_list', 'children': ['194']},{'id': '194', 'type': 'identifier', 'children': [], 'value': 'delimiters'},{'id': '195', 'type': 'call', 'children': ['196', '197']},{'id': '196', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '197', 'type': 'argument_list', 'children': ['198']},{'id': '198', 'type': 'subscript', 'children': ['199', '200']},{'id': '199', 'type': 'identifier', 'children': [], 'value': 'sequence'},{'id': '200', 'type': 'slice', 'children': ['201', '202', '203']},{'id': '201', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '202', 'type': 'colon', 'children': []},{'id': '203', 'type': 'identifier', 'children': [], 'value': 'stop'},{'id': '204', 'type': 'call', 'children': ['205', '208']},{'id': '205', 'type': 'attribute', 'children': ['206', '207']},{'id': '206', 'type': 'string', 'children': [], 'value': "''"},{'id': '207', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '208', 'type': 'generator_expression', 'children': ['209', '210']},{'id': '209', 'type': 'identifier', 'children': [], 'value': 'right'},{'id': '210', 'type': 'for_in_clause', 'children': ['211', '214']},{'id': '211', 'type': 'pattern_list', 'children': ['212', '213']},{'id': '212', 'type': 'identifier', 'children': [], 'value': 'left'},{'id': '213', 'type': 'identifier', 'children': [], 'value': 'right'},{'id': '214', 'type': 'identifier', 'children': [], 'value': 'delimiters'},{'id': '215', 'type': 'if_statement', 'children': ['216', '236']},{'id': '216', 'type': '()', 'children': ['217']},{'id': '217', 'type': 'boolean_operator', 'children': ['218', '228'], 'value': 'and'},{'id': '218', 'type': 'not_operator', 'children': ['219']},{'id': '219', 'type': 'binary_operator', 'children': ['220', '224'], 'value': '%'},{'id': '220', 'type': '()', 'children': ['221']},{'id': '221', 'type': 'binary_operator', 'children': ['222', '223'], 'value': '+'},{'id': '222', 'type': 'identifier', 'children': [], 'value': 'p'},{'id': '223', 'type': 'identifier', 'children': [], 'value': 'block_length'},{'id': '224', 'type': '()', 'children': ['225']},{'id': '225', 'type': 'binary_operator', 'children': ['226', '227'], 'value': '*'},{'id': '226', 'type': 'identifier', 'children': [], 'value': 'block_length'},{'id': '227', 'type': 'identifier', 'children': [], 'value': 'blocks_per_line'},{'id': '228', 'type': 'comparison_operator', 'children': ['229', '232'], 'value': '<'},{'id': '229', 'type': 'binary_operator', 'children': ['230', '231'], 'value': '+'},{'id': '230', 'type': 'identifier', 'children': [], 'value': 'p'},{'id': '231', 'type': 'identifier', 'children': [], 'value': 'block_length'},{'id': '232', 'type': 'call', 'children': ['233', '234']},{'id': '233', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '234', 'type': 'argument_list', 'children': ['235']},{'id': '235', 'type': 'identifier', 'children': [], 'value': 'sequence'},{'id': '236', 'type': 'block', 'children': ['237']},{'id': '237', 'type': 'expression_statement', 'children': ['238']},{'id': '238', 'type': 'augmented_assignment', 'children': ['239', '240'], 'value': '+='},{'id': '239', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '240', 'type': '()', 'children': ['241']},{'id': '241', 'type': 'binary_operator', 'children': ['242', '270'], 'value': '+'},{'id': '242', 'type': 'binary_operator', 'children': ['243', '265'], 'value': '+'},{'id': '243', 'type': 'binary_operator', 'children': ['244', '245'], 'value': '+'},{'id': '244', 'type': 'string', 'children': [], 'value': "'\\n'"},{'id': '245', 'type': 'call', 'children': ['246', '263']},{'id': '246', 'type': 'attribute', 'children': ['247', '262']},{'id': '247', 'type': '()', 'children': ['248']},{'id': '248', 'type': 'binary_operator', 'children': ['249', '254'], 'value': '+'},{'id': '249', 'type': 'subscript', 'children': ['250', '253']},{'id': '250', 'type': 'attribute', 'children': ['251', '252']},{'id': '251', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '252', 'type': 'identifier', 'children': [], 'value': 'margin'},{'id': '253', 'type': 'integer', 'children': [], 'value': '0'},{'id': '254', 'type': 'call', 'children': ['255', '256']},{'id': '255', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '256', 'type': 'argument_list', 'children': ['257']},{'id': '257', 'type': 'binary_operator', 'children': ['258', '261'], 'value': '+'},{'id': '258', 'type': 'binary_operator', 'children': ['259', '260'], 'value': '+'},{'id': '259', 'type': 'identifier', 'children': [], 'value': 'p'},{'id': '260', 'type': 'identifier', 'children': [], 'value': 'block_length'},{'id': '261', 'type': 'integer', 'children': [], 'value': '1'},{'id': '262', 'type': 'identifier', 'children': [], 'value': 'rjust'},{'id': '263', 'type': 'argument_list', 'children': ['264']},{'id': '264', 'type': 'identifier', 'children': [], 'value': 'margin'},{'id': '265', 'type': 'subscript', 'children': ['266', '269']},{'id': '266', 'type': 'attribute', 'children': ['267', '268']},{'id': '267', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '268', 'type': 'identifier', 'children': [], 'value': 'margin'},{'id': '269', 'type': 'integer', 'children': [], 'value': '1'},{'id': '270', 'type': 'string', 'children': [], 'value': "' '"},{'id': '271', 'type': 'return_statement', 'children': ['272']},{'id': '272', 'type': 'identifier', 'children': [], 'value': 'result'}
def pprint_sequence(sequence, annotations=None, block_length=10, blocks_per_line=6, format=PlaintextFormat): annotations = annotations or [] partitioning = partition_range(len(sequence), annotations) margin = int(math.floor(math.log(max(len(sequence), 1), 10)) + 1) + len(format.margin[0]) result = (format.margin[0] + '1').rjust(margin) + format.margin[1] + ' ' for p in range(0, len(sequence), block_length): block = [(max(start, p), min(stop, p + block_length), levels) for start, stop, levels in partitioning if start < p + block_length and stop > p] result += ' ' for start, stop, levels in block: delimiters = [(left, right) for level, (left, right) in enumerate(format.annotations) if level in levels] result += (''.join(left for left, right in reversed(delimiters)) + str(sequence[start:stop]) + ''.join(right for left, right in delimiters)) if (not (p + block_length) % (block_length * blocks_per_line) and p + block_length < len(sequence)): result += ('\n' + (format.margin[0] + str(p + block_length + 1)).rjust(margin) + format.margin[1] + ' ') return result
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '32']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'tabulate'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11', '14', '17', '20', '23', '26', '29']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'obj'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'v_level_indexes'},{'id': '7', 'type': 'None', 'children': []},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'h_level_indexes'},{'id': '10', 'type': 'None', 'children': []},{'id': '11', 'type': 'default_parameter', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'v_level_visibility'},{'id': '13', 'type': 'None', 'children': []},{'id': '14', 'type': 'default_parameter', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'h_level_visibility'},{'id': '16', 'type': 'None', 'children': []},{'id': '17', 'type': 'default_parameter', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'v_level_sort_keys'},{'id': '19', 'type': 'None', 'children': []},{'id': '20', 'type': 'default_parameter', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'h_level_sort_keys'},{'id': '22', 'type': 'None', 'children': []},{'id': '23', 'type': 'default_parameter', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'v_level_titles'},{'id': '25', 'type': 'None', 'children': []},{'id': '26', 'type': 'default_parameter', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'h_level_titles'},{'id': '28', 'type': 'None', 'children': []},{'id': '29', 'type': 'default_parameter', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'empty'},{'id': '31', 'type': 'string', 'children': [], 'value': '""'},{'id': '32', 'type': 'block', 'children': ['33', '40', '54', '69', '84', '99', '109', '119', '127', '135']},{'id': '33', 'type': 'expression_statement', 'children': ['34']},{'id': '34', 'type': 'assignment', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'level_keys'},{'id': '36', 'type': 'call', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'breadth_first'},{'id': '38', 'type': 'argument_list', 'children': ['39']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'obj'},{'id': '40', 'type': 'expression_statement', 'children': ['41']},{'id': '41', 'type': 'assignment', 'children': ['42', '45']},{'id': '42', 'type': 'pattern_list', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'v_level_indexes'},{'id': '44', 'type': 'identifier', 'children': [], 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'keyword_argument', 'children': ['145', '146']},{'id': '145', 'type': 'identifier', 'children': [], 'value': 'empty'},{'id': '146', 'type': 'identifier', 'children': [], 'value': 'empty'}
def tabulate( obj, v_level_indexes=None, h_level_indexes=None, v_level_visibility=None, h_level_visibility=None, v_level_sort_keys=None, h_level_sort_keys=None, v_level_titles=None, h_level_titles=None, empty="", ): level_keys = breadth_first(obj) v_level_indexes, h_level_indexes = validate_level_indexes( len(level_keys), v_level_indexes, h_level_indexes ) if v_level_visibility is None: v_level_visibility = [True] * len(v_level_indexes) if h_level_visibility is None: h_level_visibility = [True] * len(h_level_indexes) table, v_key_tuples, h_key_tuples = tabulate_body( obj, level_keys, v_level_indexes, h_level_indexes, v_level_sort_keys, h_level_sort_keys ) table, v_key_tuples = strip_missing_rows(table, v_key_tuples) table, h_key_tuples = strip_missing_columns(table, h_key_tuples) v_key_tuples = strip_hidden(v_key_tuples, v_level_visibility) h_key_tuples = strip_hidden(h_key_tuples, h_level_visibility) return assemble_table( table, v_key_tuples, h_key_tuples, v_level_titles, h_level_titles, empty=empty )
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'children': ['122', '127']},{'id': '122', 'type': 'attribute', 'children': ['123', '126']},{'id': '123', 'type': 'attribute', 'children': ['124', '125']},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'queryset'},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'exclude'},{'id': '127', 'type': 'argument_list', 'children': ['128']},{'id': '128', 'type': 'keyword_argument', 'children': ['129', '130']},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'pk'},{'id': '130', 'type': 'attribute', 'children': ['131', '132']},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'category'},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'pk'},{'id': '133', 'type': 'expression_statement', 'children': ['134']},{'id': '134', 'type': 'assignment', 'children': ['135', '138']},{'id': '135', 'type': 'attribute', 'children': ['136', '137']},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'queryset'},{'id': '138', 'type': 'call', 'children': ['139', '140']},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '140', 'type': 'argument_list', 'children': ['141', '144', '152']},{'id': '141', 'type': 'attribute', 'children': ['142', '143']},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'queryset'},{'id': '144', 'type': 'keyword_argument', 'children': ['145', '146']},{'id': '145', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '146', 'type': 'lambda', 'children': ['147', '149']},{'id': '147', 'type': 'lambda_parameters', 'children': ['148']},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'c'},{'id': '149', 'type': 'attribute', 'children': ['150', '151']},{'id': '150', 'type': 'identifier', 'children': [], 'value': 'c'},{'id': '151', 'type': 'identifier', 'children': [], 'value': 'last_rank'},{'id': '152', 'type': 'keyword_argument', 'children': ['153', '154']},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '154', 'type': 'True', 'children': []},{'id': '155', 'type': 'return_statement', 'children': ['156']},{'id': '156', 'type': 'attribute', 'children': ['157', '158']},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '158', 'type': 'identifier', 'children': [], 'value': 'queryset'}
def get_ordered_entries(self, queryset=False): if queryset: self.queryset = queryset else: self.queryset = EntryCategory.objects.all() if self.queryset: for category in self.queryset: entries = category.get_entries() if entries: amount_list = [e.amount_of_views for e in entries] rating_list = [e.rating() for e in entries] views_per_entry = fsum(amount_list) / len(amount_list) rating_per_entry = fsum(rating_list) / len(rating_list) category.last_rank = views_per_entry * rating_per_entry category.save() else: self.queryset = self.queryset.exclude(pk=category.pk) self.queryset = sorted(self.queryset, key=lambda c: c.last_rank, reverse=True) return self.queryset
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def parallel_progbar(mapper, iterable, nprocs=None, starmap=False, flatmap=False, shuffle=False, verbose=True, verbose_flatmap=None, **kwargs): results = _parallel_progbar_launch(mapper, iterable, nprocs, starmap, flatmap, shuffle, verbose, verbose_flatmap, **kwargs) return [x for i, x in sorted(results, key=lambda p: p[0])]
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def iparallel_progbar(mapper, iterable, nprocs=None, starmap=False, flatmap=False, shuffle=False, verbose=True, verbose_flatmap=None, max_cache=-1, **kwargs): results = _parallel_progbar_launch(mapper, iterable, nprocs, starmap, flatmap, shuffle, verbose, verbose_flatmap, max_cache, **kwargs) return (x for i, x in results)
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def get_creation_date_tags(url, domain, as_dicts=False): creation_date_tags = [ mementoweb_api_tags(url), get_whois_tags(domain), ] creation_date_tags = sorted( sum(creation_date_tags, []), key=lambda x: x.date ) if not as_dicts: return creation_date_tags return [ item._as_dict() for item in creation_date_tags ]
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'type': 'identifier', 'children': [], 'value': 'name'},{'id': '31', 'type': 'for_in_clause', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'prefixed_images'},{'id': '34', 'type': 'block', 'children': ['35']},{'id': '35', 'type': 'return_statement', 'children': ['36']},{'id': '36', 'type': 'subscript', 'children': ['37', '48']},{'id': '37', 'type': 'list_comprehension', 'children': ['38', '39', '42']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '39', 'type': 'for_in_clause', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'prefixed_images'},{'id': '42', 'type': 'if_clause', 'children': ['43']},{'id': '43', 'type': 'comparison_operator', 'children': ['44', '47'], 'value': '=='},{'id': '44', 'type': 'attribute', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '48', 'type': 'unary_operator', 'children': ['49'], 'value': '-'},{'id': '49', 'type': 'integer', 'children': [], 'value': '1'},{'id': '50', 'type': 'expression_statement', 'children': ['51']},{'id': '51', 'type': 'assignment', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'decorated'},{'id': '53', 'type': 'call', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '55', 'type': 'argument_list', 'children': ['56']},{'id': '56', 'type': 'list_comprehension', 'children': ['57', '76']},{'id': '57', 'type': 'tuple', 'children': ['58', '75']},{'id': '58', 'type': 'call', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '60', 'type': 'argument_list', 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'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'prefixed_images'},{'id': '79', 'type': 'return_statement', 'children': ['80']},{'id': '80', 'type': 'subscript', 'children': ['81', '88']},{'id': '81', 'type': 'list_comprehension', 'children': ['82', '85']},{'id': '82', 'type': 'subscript', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '84', 'type': 'integer', 'children': [], 'value': '1'},{'id': '85', 'type': 'for_in_clause', 'children': ['86', '87']},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'decorated'},{'id': '88', 'type': 'unary_operator', 'children': ['89'], 'value': '-'},{'id': '89', 'type': 'integer', 'children': [], 'value': '1'}
def image_from_name(name, images): prefixed_images = [i for i in images if i.name.startswith(name)] if name in [i.name for i in prefixed_images]: return [i for i in prefixed_images if i.name == name][-1] decorated = sorted( [(int(re.search('\d+', i.name).group(0)), i) for i in prefixed_images]) return [i[1] for i in decorated][-1]
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'func_on_enter'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'func'},{'id': '5', 'type': 'block', 'children': ['6', '29']},{'id': '6', 'type': 'function_definition', 'children': ['7', '8', '10']},{'id': '7', 'type': 'function_name', 'children': [], 'value': 'function_after_enter_pressed'},{'id': '8', 'type': 'parameters', 'children': ['9']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'ev'},{'id': '10', 'type': 'block', 'children': ['11', '17']},{'id': '11', 'type': 'expression_statement', 'children': ['12']},{'id': '12', 'type': 'call', 'children': ['13', '16']},{'id': '13', 'type': 'attribute', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'ev'},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'stopPropagation'},{'id': '16', 'type': 'argument_list', 'children': []},{'id': '17', 'type': 'if_statement', 'children': ['18', '23']},{'id': '18', 'type': 'comparison_operator', 'children': ['19', '22'], 'value': '=='},{'id': '19', 'type': 'attribute', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'ev'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'keyCode'},{'id': '22', 'type': 'integer', 'children': [], 'value': '13'},{'id': '23', 'type': 'block', 'children': ['24']},{'id': '24', 'type': 'expression_statement', 'children': ['25']},{'id': '25', 'type': 'call', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'func'},{'id': '27', 'type': 'argument_list', 'children': ['28']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'ev'},{'id': '29', 'type': 'return_statement', 'children': ['30']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'function_after_enter_pressed'}
def func_on_enter(func): def function_after_enter_pressed(ev): ev.stopPropagation() if ev.keyCode == 13: func(ev) return function_after_enter_pressed
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'prev_next_group'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'project'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'group'},{'id': '6', 'type': 'block', 'children': ['7', '23', '41', '54', '72']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'groups'},{'id': '10', 'type': 'call', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '12', 'type': 'generator_expression', 'children': ['13', '14', '19']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '14', 'type': 'for_in_clause', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '16', 'type': 'attribute', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'project'},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'groups'},{'id': '19', 'type': 'if_clause', 'children': ['20']},{'id': '20', 'type': 'attribute', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'submissions'},{'id': '23', 'type': 'try_statement', 'children': ['24', '34']},{'id': '24', 'type': 'block', 'children': ['25']},{'id': '25', 'type': 'expression_statement', 'children': ['26']},{'id': '26', 'type': 'assignment', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '28', 'type': 'call', 'children': ['29', '32']},{'id': '29', 'type': 'attribute', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'groups'},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '32', 'type': 'argument_list', 'children': ['33']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'group'},{'id': '34', 'type': 'except_clause', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '36', 'type': 'block', 'children': ['37']},{'id': '37', 'type': 'return_statement', 'children': ['38']},{'id': '38', 'type': 'expression_list', 'children': ['39', '40']},{'id': '39', 'type': 'None', 'children': []},{'id': '40', 'type': 'None', 'children': []},{'id': '41', 'type': 'expression_statement', 'children': ['42']},{'id': '42', 'type': 'assignment', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'prev_group'},{'id': '44', 'type': 'conditional_expression', 'children': ['45', '50', '53'], 'value': 'if'},{'id': '45', 'type': 'subscript', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'groups'},{'id': '47', 'type': 'binary_operator', 'children': ['48', '49'], 'value': '-'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '49', 'type': 'integer', 'children': [], 'value': '1'},{'id': '50', 'type': 'comparison_operator', 'children': ['51', '52'], 'value': '>'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '52', 'type': 'integer', 'children': [], 'value': '0'},{'id': '53', 'type': 'None', 'children': []},{'id': '54', 'type': 'expression_statement', 'children': ['55']},{'id': '55', 'type': 'assignment', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'next_group'},{'id': '57', 'type': 'conditional_expression', 'children': ['58', '63', '71'], 'value': 'if'},{'id': '58', 'type': 'subscript', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'groups'},{'id': '60', 'type': 'binary_operator', 'children': ['61', '62'], 'value': '+'},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '62', 'type': 'integer', 'children': [], 'value': '1'},{'id': '63', 'type': 'comparison_operator', 'children': ['64', '67'], 'value': '<'},{'id': '64', 'type': 'binary_operator', 'children': ['65', '66'], 'value': '+'},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '66', 'type': 'integer', 'children': [], 'value': '1'},{'id': '67', 'type': 'call', 'children': ['68', '69']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '69', 'type': 'argument_list', 'children': ['70']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'groups'},{'id': '71', 'type': 'None', 'children': []},{'id': '72', 'type': 'return_statement', 'children': ['73']},{'id': '73', 'type': 'expression_list', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'prev_group'},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'next_group'}
def prev_next_group(project, group): groups = sorted(x for x in project.groups if x.submissions) try: index = groups.index(group) except ValueError: return None, None prev_group = groups[index - 1] if index > 0 else None next_group = groups[index + 1] if index + 1 < len(groups) else None return prev_group, next_group
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'do_minus'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'parser'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'group'},{'id': '7', 'type': 'block', 'children': ['8', '10', '18', '22', '110', '121']},{'id': '8', 'type': 'expression_statement', 'children': ['9']},{'id': '9', 'type': 'string', 'children': [], 'value': '\'\'\'This filter sorts nodes in a flat group into "required", "default",\n and "banned" subgroups based on the presence of plus and minus nodes.\n \'\'\''},{'id': '10', 'type': 'expression_statement', 'children': ['11']},{'id': '11', 'type': 'assignment', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'grouper'},{'id': '13', 'type': 'call', 'children': ['14', '17']},{'id': '14', 'type': 'attribute', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'group'},{'id': '16', 'type': 'identifier', 'children': [], 'value': '__class__'},{'id': '17', 'type': 'argument_list', 'children': []},{'id': '18', 'type': 'expression_statement', 'children': ['19']},{'id': '19', 'type': 'assignment', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'next_not'},{'id': '21', 'type': 'None', 'children': []},{'id': '22', 'type': 'for_statement', 'children': ['23', '24', '25']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'group'},{'id': '25', 'type': 'block', 'children': ['26']},{'id': '26', 'type': 'if_statement', 'children': ['27', '34', '60']},{'id': '27', 'type': 'call', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '29', 'type': 'argument_list', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '31', 'type': 'attribute', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'Minus'},{'id': '34', 'type': 'block', 'children': ['35', '41', '53']},{'id': '35', 'type': 'if_statement', 'children': ['36', '39']},{'id': '36', 'type': 'comparison_operator', 'children': ['37', '38'], 'value': 'is'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'next_not'},{'id': '38', 'type': 'None', 'children': []},{'id': '39', 'type': 'block', 'children': ['40']},{'id': '40', 'type': 'continue_statement', 'children': []},{'id': '41', 'type': 'expression_statement', 'children': ['42']},{'id': '42', 'type': 'assignment', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'next_not'},{'id': '44', 'type': 'call', 'children': ['45', '52']},{'id': '45', 'type': 'attribute', 'children': ['46', '51']},{'id': '46', 'type': 'attribute', 'children': ['47', '50']},{'id': '47', 'type': 'attribute', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'whoosh'},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'qparser'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'syntax'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'NotGroup'},{'id': '52', 'type': 'argument_list', 'children': []},{'id': '53', 'type': 'expression_statement', 'children': ['54']},{'id': '54', 'type': 'call', 'children': ['55', '58']},{'id': '55', 'type': 'attribute', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'grouper'},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '58', 'type': 'argument_list', 'children': ['59']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'next_not'},{'id': '60', 'type': 'else_clause', 'children': ['61']},{'id': '61', 'type': 'block', 'children': ['62', '85']},{'id': '62', 'type': 'if_statement', 'children': ['63', '74']},{'id': '63', 'type': 'call', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '65', 'type': 'argument_list', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '67', 'type': 'attribute', 'children': ['68', '73']},{'id': '68', 'type': 'attribute', 'children': ['69', '72']},{'id': '69', 'type': 'attribute', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'whoosh'},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'qparser'},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'syntax'},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'GroupNode'},{'id': '74', 'type': 'block', 'children': ['75']},{'id': '75', 'type': 'expression_statement', 'children': ['76']},{'id': '76', 'type': 'assignment', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '78', 'type': 'call', 'children': ['79', '82']},{'id': '79', 'type': 'attribute', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'do_minus'},{'id': '82', 'type': 'argument_list', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'parser'},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '85', 'type': 'if_statement', 'children': ['86', '89', '101']},{'id': '86', 'type': 'comparison_operator', 'children': ['87', '88'], 'value': 'is'},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'next_not'},{'id': '88', 'type': 'None', 'children': []},{'id': '89', 'type': 'block', 'children': ['90', '97']},{'id': '90', 'type': 'expression_statement', 'children': ['91']},{'id': '91', 'type': 'call', 'children': ['92', '95']},{'id': '92', 'type': 'attribute', 'children': ['93', '94']},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'next_not'},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '95', 'type': 'argument_list', 'children': ['96']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '97', 'type': 'expression_statement', 'children': ['98']},{'id': '98', 'type': 'assignment', 'children': ['99', '100']},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'next_not'},{'id': '100', 'type': 'None', 'children': []},{'id': '101', 'type': 'else_clause', 'children': ['102']},{'id': '102', 'type': 'block', 'children': ['103']},{'id': '103', 'type': 'expression_statement', 'children': ['104']},{'id': '104', 'type': 'call', 'children': ['105', '108']},{'id': '105', 'type': 'attribute', 'children': ['106', '107']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'grouper'},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '108', 'type': 'argument_list', 'children': ['109']},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '110', 'type': 'if_statement', 'children': ['111', '114']},{'id': '111', 'type': 'comparison_operator', 'children': ['112', '113'], 'value': 'is'},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'next_not'},{'id': '113', 'type': 'None', 'children': []},{'id': '114', 'type': 'block', 'children': ['115']},{'id': '115', 'type': 'expression_statement', 'children': ['116']},{'id': '116', 'type': 'call', 'children': ['117', '120']},{'id': '117', 'type': 'attribute', 'children': ['118', '119']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'grouper'},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'pop'},{'id': '120', 'type': 'argument_list', 'children': []},{'id': '121', 'type': 'return_statement', 'children': ['122']},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'grouper'}
def do_minus(self, parser, group): '''This filter sorts nodes in a flat group into "required", "default", and "banned" subgroups based on the presence of plus and minus nodes. ''' grouper = group.__class__() next_not = None for node in group: if isinstance(node, self.Minus): if next_not is not None: continue next_not = whoosh.qparser.syntax.NotGroup() grouper.append(next_not) else: if isinstance(node, whoosh.qparser.syntax.GroupNode): node = self.do_minus(parser, node) if next_not is not None: next_not.append(node) next_not = None else: grouper.append(node) if next_not is not None: grouper.pop() return grouper
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'topological_sort'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'dependency_pairs'},{'id': '5', 'type': 'block', 'children': ['6', '8', '15', '22', '26', '68', '80', '109', '125']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'string', 'children': [], 'value': '"Sort values subject to dependency constraints"'},{'id': '8', 'type': 'expression_statement', 'children': ['9']},{'id': '9', 'type': 'assignment', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'num_heads'},{'id': '11', 'type': 'call', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'defaultdict'},{'id': '13', 'type': 'argument_list', 'children': ['14']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '15', 'type': 'expression_statement', 'children': ['16']},{'id': '16', 'type': 'assignment', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'tails'},{'id': '18', 'type': 'call', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'defaultdict'},{'id': '20', 'type': 'argument_list', 'children': ['21']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '22', 'type': 'expression_statement', 'children': ['23']},{'id': '23', 'type': 'assignment', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'heads'},{'id': '25', 'type': 'list', 'children': [], 'value': '[]'},{'id': '26', 'type': 'for_statement', 'children': ['27', '30', '31']},{'id': '27', 'type': 'pattern_list', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'h'},{'id': '29', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'dependency_pairs'},{'id': '31', 'type': 'block', 'children': ['32', '38']},{'id': '32', 'type': 'expression_statement', 'children': ['33']},{'id': '33', 'type': 'augmented_assignment', 'children': ['34', '37'], 'value': '+='},{'id': '34', 'type': 'subscript', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'num_heads'},{'id': '36', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '37', 'type': 'integer', 'children': [], 'value': '1'},{'id': '38', 'type': 'if_statement', 'children': ['39', '42', '52']},{'id': '39', 'type': 'comparison_operator', 'children': ['40', '41'], 'value': 'in'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'h'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'tails'},{'id': '42', 'type': 'block', 'children': ['43']},{'id': '43', 'type': 'expression_statement', 'children': ['44']},{'id': '44', 'type': 'call', 'children': ['45', '50']},{'id': '45', 'type': 'attribute', 'children': ['46', '49']},{'id': '46', 'type': 'subscript', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'tails'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'h'},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '50', 'type': 'argument_list', 'children': ['51']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '52', 'type': 'else_clause', 'children': ['53']},{'id': '53', 'type': 'block', 'children': ['54', '61']},{'id': '54', 'type': 'expression_statement', 'children': ['55']},{'id': '55', 'type': 'assignment', 'children': ['56', '59']},{'id': '56', 'type': 'subscript', 'children': ['57', '58']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'tails'},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'h'},{'id': '59', 'type': 'list', 'children': ['60'], 'value': '[t]'},{'id': '60', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '61', 'type': 'expression_statement', 'children': ['62']},{'id': '62', 'type': 'call', 'children': ['63', '66']},{'id': '63', 'type': 'attribute', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'heads'},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '66', 'type': 'argument_list', 'children': ['67']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'h'},{'id': '68', 'type': 'expression_statement', 'children': ['69']},{'id': '69', 'type': 'assignment', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'ordered'},{'id': '71', 'type': 'list_comprehension', 'children': ['72', '73', '76']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'h'},{'id': '73', 'type': 'for_in_clause', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'h'},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'heads'},{'id': '76', 'type': 'if_clause', 'children': ['77']},{'id': '77', 'type': 'comparison_operator', 'children': ['78', '79'], 'value': 'not'},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'h'},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'num_heads'},{'id': '80', 'type': 'for_statement', 'children': ['81', '82', '83']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'h'},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'ordered'},{'id': '83', 'type': 'block', 'children': ['84']},{'id': '84', 'type': 'for_statement', 'children': ['85', '86', '89']},{'id': '85', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '86', 'type': 'subscript', 'children': ['87', '88']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'tails'},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'h'},{'id': '89', 'type': 'block', 'children': ['90', '96']},{'id': '90', 'type': 'expression_statement', 'children': ['91']},{'id': '91', 'type': 'augmented_assignment', 'children': ['92', '95'], 'value': '-='},{'id': '92', 'type': 'subscript', 'children': ['93', '94']},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'num_heads'},{'id': '94', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '95', 'type': 'integer', 'children': [], 'value': '1'},{'id': '96', 'type': 'if_statement', 'children': ['97', '101']},{'id': '97', 'type': 'not_operator', 'children': ['98']},{'id': '98', 'type': 'subscript', 'children': ['99', '100']},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'num_heads'},{'id': '100', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '101', 'type': 'block', 'children': ['102']},{'id': '102', 'type': 'expression_statement', 'children': ['103']},{'id': '103', 'type': 'call', 'children': ['104', '107']},{'id': '104', 'type': 'attribute', 'children': ['105', '106']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'ordered'},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '107', 'type': 'argument_list', 'children': ['108']},{'id': '108', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '109', 'type': 'expression_statement', 'children': ['110']},{'id': '110', 'type': 'assignment', 'children': ['111', '112']},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'cyclic'},{'id': '112', 'type': 'list_comprehension', 'children': ['113', '114', '123']},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'n'},{'id': '114', 'type': 'for_in_clause', 'children': ['115', '118']},{'id': '115', 'type': 'pattern_list', 'children': ['116', '117']},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'n'},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'heads'},{'id': '118', 'type': 'call', 'children': ['119', '122']},{'id': '119', 'type': 'attribute', 'children': ['120', '121']},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'num_heads'},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '122', 'type': 'argument_list', 'children': []},{'id': '123', 'type': 'if_clause', 'children': ['124']},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'heads'},{'id': '125', 'type': 'return_statement', 'children': ['126']},{'id': '126', 'type': 'call', 'children': ['127', '128']},{'id': '127', 'type': 'identifier', 'children': [], 'value': 'Results'},{'id': '128', 'type': 'argument_list', 'children': ['129', '130']},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'ordered'},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'cyclic'}
def topological_sort(dependency_pairs): "Sort values subject to dependency constraints" num_heads = defaultdict(int) tails = defaultdict(list) heads = [] for h, t in dependency_pairs: num_heads[t] += 1 if h in tails: tails[h].append(t) else: tails[h] = [t] heads.append(h) ordered = [h for h in heads if h not in num_heads] for h in ordered: for t in tails[h]: num_heads[t] -= 1 if not num_heads[t]: ordered.append(t) cyclic = [n for n, heads in num_heads.items() if heads] return Results(ordered, cyclic)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'multisorted'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '5', 'type': 'list_splat_pattern', 'children': ['6']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '7', 'type': 'block', 'children': ['8', '23', '47']},{'id': '8', 'type': 'if_statement', 'children': ['9', '15']},{'id': '9', 'type': 'comparison_operator', 'children': ['10', '14'], 'value': '=='},{'id': '10', 'type': 'call', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '12', 'type': 'argument_list', 'children': ['13']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '14', 'type': 'integer', 'children': [], 'value': '0'},{'id': '15', 'type': 'block', 'children': ['16']},{'id': '16', 'type': 'expression_statement', 'children': ['17']},{'id': '17', 'type': 'assignment', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '19', 'type': 'list', 'children': ['20'], 'value': '[asc()]'},{'id': '20', 'type': 'call', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'asc'},{'id': '22', 'type': 'argument_list', 'children': []},{'id': '23', 'type': 'for_statement', 'children': ['24', '25', '29']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '25', 'type': 'call', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'reversed'},{'id': '27', 'type': 'argument_list', 'children': ['28']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '29', 'type': 'block', 'children': ['30']},{'id': '30', 'type': 'expression_statement', 'children': ['31']},{'id': '31', 'type': 'assignment', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '33', 'type': 'call', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '35', 'type': 'argument_list', 'children': ['36', '37', '42']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '37', 'type': 'keyword_argument', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '39', 'type': 'attribute', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'func'},{'id': '42', 'type': 'keyword_argument', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '44', 'type': 'attribute', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '47', 'type': 'return_statement', 'children': ['48']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'items'}
def multisorted(items, *keys): if len(keys) == 0: keys = [asc()] for key in reversed(keys): items = sorted(items, key=key.func, reverse=key.reverse) return items
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'tuplesorted'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '5', 'type': 'list_splat_pattern', 'children': ['6']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '7', 'type': 'block', 'children': ['8', '47']},{'id': '8', 'type': 'expression_statement', 'children': ['9']},{'id': '9', 'type': 'assignment', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'tuple_keys'},{'id': '11', 'type': 'list_comprehension', 'children': ['12', '39']},{'id': '12', 'type': 'call', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'Key'},{'id': '14', 'type': 'argument_list', 'children': ['15', '34']},{'id': '15', 'type': 'keyword_argument', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'func'},{'id': '17', 'type': 'lambda', 'children': ['18', '26']},{'id': '18', 'type': 'lambda_parameters', 'children': ['19', '20', '23']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '20', 'type': 'default_parameter', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '23', 'type': 'default_parameter', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '26', 'type': 'call', 'children': ['27', '30']},{'id': '27', 'type': 'attribute', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'func'},{'id': '30', 'type': 'argument_list', 'children': ['31']},{'id': '31', 'type': 'subscript', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '34', 'type': 'keyword_argument', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '36', 'type': 'attribute', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '39', 'type': 'for_in_clause', 'children': ['40', '43']},{'id': '40', 'type': 'pattern_list', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '43', 'type': 'call', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'enumerate'},{'id': '45', 'type': 'argument_list', 'children': ['46']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '47', 'type': 'return_statement', 'children': ['48']},{'id': '48', 'type': 'call', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'multisorted'},{'id': '50', 'type': 'argument_list', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '52', 'type': 'list_splat', 'children': ['53']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'tuple_keys'}
def tuplesorted(items, *keys): tuple_keys = [ Key(func=lambda t, i=index, k=key: k.func(t[i]), reverse=key.reverse) for index, key in enumerate(keys) ] return multisorted(items, *tuple_keys)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '12']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'list_formats'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '6', 'type': 'default_parameter', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '8', 'type': 'tuple', 'children': []},{'id': '9', 'type': 'default_parameter', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'formats'},{'id': '11', 'type': 'None', 'children': []},{'id': '12', 'type': 'block', 'children': ['13', '22', '42', '56']},{'id': '13', 'type': 'if_statement', 'children': ['14', '17']},{'id': '14', 'type': 'comparison_operator', 'children': ['15', '16'], 'value': '=='},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'formats'},{'id': '16', 'type': 'None', 'children': []},{'id': '17', 'type': 'block', 'children': ['18']},{'id': '18', 'type': 'expression_statement', 'children': ['19']},{'id': '19', 'type': 'assignment', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'formats'},{'id': '21', 'type': 'list', 'children': [], 'value': '[]'},{'id': '22', 'type': 'for_statement', 'children': ['23', '24', '27']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'child'},{'id': '24', 'type': 'attribute', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'children'},{'id': '27', 'type': 'block', 'children': ['28']},{'id': '28', 'type': 'expression_statement', 'children': ['29']},{'id': '29', 'type': 'call', 'children': ['30', '33']},{'id': '30', 'type': 'attribute', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'list_formats'},{'id': '33', 'type': 'argument_list', 'children': ['34', '35', '41']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'child'},{'id': '35', 'type': 'binary_operator', 'children': ['36', '37'], 'value': '+'},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '37', 'type': 'tuple', 'children': ['38']},{'id': '38', 'type': 'attribute', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'child'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'formats'},{'id': '42', 'type': 'expression_statement', 'children': ['43']},{'id': '43', 'type': 'boolean_operator', 'children': ['44', '45'], 'value': 'and'},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '45', 'type': 'call', 'children': ['46', '49']},{'id': '46', 'type': 'attribute', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'formats'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '49', 'type': 'argument_list', 'children': ['50']},{'id': '50', 'type': 'call', 'children': ['51', '54']},{'id': '51', 'type': 'attribute', 'children': ['52', '53']},{'id': '52', 'type': 'string', 'children': [], 'value': '"."'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '54', 'type': 'argument_list', 'children': ['55']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '56', 'type': 'return_statement', 'children': ['57']},{'id': '57', 'type': 'call', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '59', 'type': 'argument_list', 'children': ['60']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'formats'}
def list_formats(self, node, path=(), formats=None): if formats == None: formats = [] for child in node.children: self.list_formats(child, path + (child.name,), formats) path and formats.append(".".join(path)) return sorted(formats)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '13']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'ls'},{'id': '3', 'type': 'parameters', 'children': ['4', '7', '10']},{'id': '4', 'type': 'default_parameter', 'children': ['5', '6']},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'root'},{'id': '6', 'type': 'string', 'children': [], 'value': '"."'},{'id': '7', 'type': 'default_parameter', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'abspaths'},{'id': '9', 'type': 'False', 'children': []},{'id': '10', 'type': 'default_parameter', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'recursive'},{'id': '12', 'type': 'False', 'children': []},{'id': '13', 'type': 'block', 'children': ['14', '57']},{'id': '14', 'type': 'function_definition', 'children': ['15', '16', '18']},{'id': '15', 'type': 'function_name', 'children': [], 'value': '_expand_subdirs'},{'id': '16', 'type': 'parameters', 'children': ['17']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'file'},{'id': '18', 'type': 'block', 'children': ['19']},{'id': '19', 'type': 'if_statement', 'children': ['20', '28', '52']},{'id': '20', 'type': 'call', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'isdir'},{'id': '22', 'type': 'argument_list', 'children': ['23']},{'id': '23', 'type': 'call', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '25', 'type': 'argument_list', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'root'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'file'},{'id': '28', 'type': 'block', 'children': ['29']},{'id': '29', 'type': 'return_statement', 'children': ['30']},{'id': '30', 'type': 'binary_operator', 'children': ['31', '33'], 'value': '+'},{'id': '31', 'type': 'list', 'children': ['32'], 'value': '[file]'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'file'},{'id': '33', 'type': 'list_comprehension', 'children': ['34', '39']},{'id': '34', 'type': 'call', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '36', 'type': 'argument_list', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'file'},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '39', 'type': 'for_in_clause', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '41', 'type': 'call', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'ls'},{'id': '43', 'type': 'argument_list', 'children': ['44', '49']},{'id': '44', 'type': 'call', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '46', 'type': 'argument_list', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'root'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'file'},{'id': '49', 'type': 'keyword_argument', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'recursive'},{'id': '51', 'type': 'True', 'children': []},{'id': '52', 'type': 'else_clause', 'children': ['53']},{'id': '53', 'type': 'block', 'children': ['54']},{'id': '54', 'type': 'return_statement', 'children': ['55']},{'id': '55', 'type': 'list', 'children': ['56'], 'value': '[file]'},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'file'},{'id': '57', 'type': 'if_statement', 'children': ['58', '62', '76', '109', '139']},{'id': '58', 'type': 'call', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'isfile'},{'id': '60', 'type': 'argument_list', 'children': ['61']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'root'},{'id': '62', 'type': 'block', 'children': ['63']},{'id': '63', 'type': 'return_statement', 'children': ['64']},{'id': '64', 'type': 'conditional_expression', 'children': ['65', '70', '71'], 'value': 'if'},{'id': '65', 'type': 'list', 'children': ['66'], 'value': '[abspath(root)]'},{'id': '66', 'type': 'call', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'abspath'},{'id': '68', 'type': 'argument_list', 'children': ['69']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'root'},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'abspaths'},{'id': '71', 'type': 'list', 'children': ['72'], 'value': '[basename(root)]'},{'id': '72', 'type': 'call', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'basename'},{'id': '74', 'type': 'argument_list', 'children': ['75']},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'root'},{'id': '76', 'type': 'elif_clause', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'abspaths'},{'id': '78', 'type': 'block', 'children': ['79', '92', '99']},{'id': '79', 'type': 'expression_statement', 'children': ['80']},{'id': '80', 'type': 'assignment', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'relpaths'},{'id': '82', 'type': 'call', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'ls'},{'id': '84', 'type': 'argument_list', 'children': ['85', '86', '89']},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'root'},{'id': '86', 'type': 'keyword_argument', 'children': ['87', '88']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'recursive'},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'recursive'},{'id': '89', 'type': 'keyword_argument', 'children': ['90', '91']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'abspaths'},{'id': '91', 'type': 'False', 'children': []},{'id': '92', 'type': 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'children': [], 'value': 'relpath'},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'relpaths'},{'id': '109', 'type': 'elif_clause', 'children': ['110', '111']},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'recursive'},{'id': '111', 'type': 'block', 'children': ['112', '125']},{'id': '112', 'type': 'expression_statement', 'children': ['113']},{'id': '113', 'type': 'assignment', 'children': ['114', '115']},{'id': '114', 'type': 'identifier', 'children': [], 'value': 'paths'},{'id': '115', 'type': 'call', 'children': ['116', '117']},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'ls'},{'id': '117', 'type': 'argument_list', 'children': ['118', '119', '122']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'root'},{'id': '119', 'type': 'keyword_argument', 'children': ['120', '121']},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'abspaths'},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'abspaths'},{'id': '122', 'type': 'keyword_argument', 'children': ['123', '124']},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'recursive'},{'id': '124', 'type': 'False', 'children': []},{'id': '125', 'type': 'return_statement', 'children': ['126']},{'id': '126', 'type': 'call', 'children': ['127', '130']},{'id': '127', 'type': 'attribute', 'children': ['128', '129']},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'labtypes'},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'flatten'},{'id': '130', 'type': 'argument_list', 'children': ['131']},{'id': '131', 'type': 'list_comprehension', 'children': ['132', '136']},{'id': '132', 'type': 'call', 'children': ['133', '134']},{'id': '133', 'type': 'identifier', 'children': [], 'value': '_expand_subdirs'},{'id': '134', 'type': 'argument_list', 'children': ['135']},{'id': '135', 'type': 'identifier', 'children': [], 'value': 'file'},{'id': '136', 'type': 'for_in_clause', 'children': ['137', '138']},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'file'},{'id': '138', 'type': 'identifier', 'children': [], 'value': 'paths'},{'id': '139', 'type': 'else_clause', 'children': ['140']},{'id': '140', 'type': 'block', 'children': ['141']},{'id': '141', 'type': 'return_statement', 'children': ['142']},{'id': '142', 'type': 'call', 'children': ['143', '144']},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '144', 'type': 'argument_list', 'children': ['145']},{'id': '145', 'type': 'call', 'children': ['146', '147']},{'id': '146', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '147', 'type': 'argument_list', 'children': ['148']},{'id': '148', 'type': 'call', 'children': ['149', '152']},{'id': '149', 'type': 'attribute', 'children': ['150', '151']},{'id': '150', 'type': 'identifier', 'children': [], 'value': 'os'},{'id': '151', 'type': 'identifier', 'children': [], 'value': 'listdir'},{'id': '152', 'type': 'argument_list', 'children': ['153']},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'root'}
def ls(root=".", abspaths=False, recursive=False): def _expand_subdirs(file): if isdir(path(root, file)): return [file] + [path(file, x) for x in ls(path(root, file), recursive=True)] else: return [file] if isfile(root): return [abspath(root)] if abspaths else [basename(root)] elif abspaths: relpaths = ls(root, recursive=recursive, abspaths=False) base = abspath(root) return [path(base, relpath) for relpath in relpaths] elif recursive: paths = ls(root, abspaths=abspaths, recursive=False) return labtypes.flatten([_expand_subdirs(file) for file in paths]) else: return list(sorted(os.listdir(root)))
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'debug'},{'id': '107', 'type': 'argument_list', 'children': ['108', '109']},{'id': '108', 'type': 'string', 'children': [], 'value': '"Modified kwargs: %s"'},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '110', 'type': 'expression_statement', 'children': ['111']},{'id': '111', 'type': 'assignment', 'children': ['112', '113']},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'cursor'},{'id': '113', 'type': 'call', 'children': ['114', '117']},{'id': '114', 'type': 'attribute', 'children': ['115', '116']},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '116', 'type': 'identifier', 'children': [], 'value': '_cursor'},{'id': '117', 'type': 'argument_list', 'children': ['118', '121', '124', '127', '130']},{'id': '118', 'type': 'keyword_argument', 'children': ['119', '120']},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'offset'},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'offset'},{'id': '121', 'type': 'keyword_argument', 'children': ['122', '123']},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'limit'},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'limit'},{'id': '124', 'type': 'keyword_argument', 'children': ['125', '126']},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'fields'},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'fields'},{'id': '127', 'type': 'keyword_argument', 'children': ['128', '129']},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '130', 'type': 'dictionary_splat', 'children': ['131']},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '132', 'type': 'return_statement', 'children': ['133']},{'id': '133', 'type': 'expression_list', 'children': ['134', '138']},{'id': '134', 'type': 'call', 'children': ['135', '136']},{'id': '135', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '136', 'type': 'argument_list', 'children': ['137']},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'cursor'},{'id': '138', 'type': 'call', 'children': ['139', '142']},{'id': '139', 'type': 'attribute', 'children': ['140', '141']},{'id': '140', 'type': 'identifier', 'children': [], 'value': 'cursor'},{'id': '141', 'type': 'identifier', 'children': [], 'value': 'count'},{'id': '142', 'type': 'argument_list', 'children': []}
def list(self, offset=0, limit=0, fields=None, sort=None, **kwargs): try: cursor = self._cursor(offset=offset, limit=limit, fields=fields, sort=sort, **kwargs) return list(cursor), cursor.count() except pymongo.errors.OperationFailure as exc: try: kwargs['$or'][0]['$text']['$search'] except (KeyError, IndexError): raise exc LOG.warn("Falling back to hard-coded mongo v2.4 search behavior") kwargs = self.search_alternative(limit, **kwargs) LOG.debug("Modified kwargs: %s", kwargs) cursor = self._cursor(offset=offset, limit=limit, fields=fields, sort=sort, **kwargs) return list(cursor), cursor.count()
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'children': [], 'value': 'field'},{'id': '78', 'type': 'integer', 'children': [], 'value': '0'},{'id': '79', 'type': 'string', 'children': [], 'value': '"-"'},{'id': '80', 'type': 'block', 'children': ['81']},{'id': '81', 'type': 'expression_statement', 'children': ['82']},{'id': '82', 'type': 'assignment', 'children': ['83', '86']},{'id': '83', 'type': 'subscript', 'children': ['84', '85']},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'sort_pairs'},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '86', 'type': 'tuple', 'children': ['87', '92']},{'id': '87', 'type': 'subscript', 'children': ['88', '89']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '89', 'type': 'slice', 'children': ['90', '91']},{'id': '90', 'type': 'integer', 'children': [], 'value': '1'},{'id': '91', 'type': 'colon', 'children': []},{'id': '92', 'type': 'attribute', 'children': ['93', '94']},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'pymongo'},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'DESCENDING'},{'id': '95', 'type': 'else_clause', 'children': ['96']},{'id': '96', 'type': 'block', 'children': ['97']},{'id': '97', 'type': 'expression_statement', 'children': ['98']},{'id': '98', 'type': 'assignment', 'children': ['99', '102']},{'id': '99', 'type': 'subscript', 'children': ['100', '101']},{'id': '100', 'type': 'identifier', 'children': [], 'value': 'sort_pairs'},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '102', 'type': 'tuple', 'children': ['103', '104']},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '104', 'type': 'attribute', 'children': ['105', '106']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'pymongo'},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'ASCENDING'},{'id': '107', 'type': 'expression_statement', 'children': ['108']},{'id': '108', 'type': 'call', 'children': ['109', '112']},{'id': '109', 'type': 'attribute', 'children': ['110', '111']},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '112', 'type': 'argument_list', 'children': ['113']},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'sort_pairs'},{'id': '114', 'type': 'expression_statement', 'children': ['115']},{'id': '115', 'type': 'call', 'children': ['116', '126']},{'id': '116', 'type': 'attribute', 'children': ['117', '125']},{'id': '117', 'type': 'call', 'children': ['118', '121']},{'id': '118', 'type': 'attribute', 'children': ['119', '120']},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'skip'},{'id': '121', 'type': 'argument_list', 'children': ['122']},{'id': '122', 'type': 'boolean_operator', 'children': ['123', '124'], 'value': 'or'},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'offset'},{'id': '124', 'type': 'integer', 'children': [], 'value': '0'},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'limit'},{'id': '126', 'type': 'argument_list', 'children': ['127']},{'id': '127', 'type': 'boolean_operator', 'children': ['128', '129'], 'value': 'or'},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'limit'},{'id': '129', 'type': 'integer', 'children': [], 'value': '0'},{'id': '130', 'type': 'return_statement', 'children': ['131']},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'results'}
def _cursor(self, offset=0, limit=0, fields=None, sort=None, **kwargs): projection = {'_id': False} if fields: projection.update({field: True for field in fields}) results = self._collection.find(kwargs, projection) if sort: sort_pairs = sort[:] for index, field in enumerate(sort): if field[0] == "-": sort_pairs[index] = (field[1:], pymongo.DESCENDING) else: sort_pairs[index] = (field, pymongo.ASCENDING) results.sort(sort_pairs) results.skip(offset or 0).limit(limit or 0) return results
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'insert'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'item'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'low_value'},{'id': '7', 'type': 'block', 'children': ['8']},{'id': '8', 'type': 'return_statement', 'children': ['9']},{'id': '9', 'type': 'call', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'c_void_p'},{'id': '11', 'type': 'argument_list', 'children': ['12']},{'id': '12', 'type': 'call', 'children': ['13', '16']},{'id': '13', 'type': 'attribute', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'lib'},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'zlistx_insert'},{'id': '16', 'type': 'argument_list', 'children': ['17', '20', '21']},{'id': '17', 'type': 'attribute', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '19', 'type': 'identifier', 'children': [], 'value': '_as_parameter_'},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'item'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'low_value'}
def insert(self, item, low_value): return c_void_p(lib.zlistx_insert(self._as_parameter_, item, low_value))
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'reorder'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'handle'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'low_value'},{'id': '7', 'type': 'block', 'children': ['8']},{'id': '8', 'type': 'return_statement', 'children': ['9']},{'id': '9', 'type': 'call', 'children': ['10', '13']},{'id': '10', 'type': 'attribute', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'lib'},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'zlistx_reorder'},{'id': '13', 'type': 'argument_list', 'children': ['14', '17', '18']},{'id': '14', 'type': 'attribute', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '16', 'type': 'identifier', 'children': [], 'value': '_as_parameter_'},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'handle'},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'low_value'}
def reorder(self, handle, low_value): return lib.zlistx_reorder(self._as_parameter_, handle, low_value)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '14']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'process_params'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'request'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'standard_params'},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'STANDARD_QUERY_PARAMS'},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'filter_fields'},{'id': '10', 'type': 'None', 'children': []},{'id': '11', 'type': 'default_parameter', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'defaults'},{'id': '13', 'type': 'None', 'children': []},{'id': '14', 'type': 'block', 'children': ['15', '23', '47', '74', '80', '148', '195', '241']},{'id': '15', 'type': 'if_statement', 'children': ['16', '18']},{'id': '16', 'type': 'not_operator', 'children': ['17']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'filter_fields'},{'id': '18', 'type': 'block', 'children': ['19']},{'id': '19', 'type': 'expression_statement', 'children': ['20']},{'id': '20', 'type': 'assignment', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'filter_fields'},{'id': '22', 'type': 'list', 'children': [], 'value': '[]'},{'id': '23', 'type': 'expression_statement', 'children': ['24']},{'id': '24', 'type': 'assignment', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'unfilterable'},{'id': '26', 'type': '()', 'children': ['27']},{'id': '27', 'type': 'binary_operator', 'children': ['28', '43'], 'value': '-'},{'id': '28', 'type': 'binary_operator', 'children': ['29', '39'], 'value': '-'},{'id': '29', 'type': 'call', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'set'},{'id': '31', 'type': 'argument_list', 'children': ['32']},{'id': '32', 'type': 'call', 'children': ['33', '38']},{'id': '33', 'type': 'attribute', 'children': ['34', '37']},{'id': '34', 'type': 'attribute', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'request'},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '38', 'type': 'argument_list', 'children': []},{'id': '39', 'type': 'call', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'set'},{'id': '41', 'type': 'argument_list', 'children': ['42']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'filter_fields'},{'id': '43', 'type': 'call', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'set'},{'id': '45', 'type': 'argument_list', 'children': ['46']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'standard_params'},{'id': '47', 'type': 'if_statement', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'unfilterable'},{'id': '49', 'type': 'block', 'children': ['50']},{'id': '50', 'type': 'expression_statement', 'children': ['51']},{'id': '51', 'type': 'call', 'children': ['52', '55']},{'id': '52', 'type': 'attribute', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'bottle'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'abort'},{'id': '55', 'type': 'argument_list', 'children': ['56', '57']},{'id': '56', 'type': 'integer', 'children': [], 'value': '400'},{'id': '57', 'type': 'binary_operator', 'children': ['58', '61'], 'value': '%'},{'id': '58', 'type': 'concatenated_string', 'children': ['59', '60']},{'id': '59', 'type': 'string', 'children': [], 'value': '"The following query params were invalid: %s. "'},{'id': '60', 'type': 'string', 'children': [], 'value': '"Try one (or more) of %s."'},{'id': '61', 'type': 'tuple', 'children': ['62', '68']},{'id': '62', 'type': 'call', 'children': ['63', '66']},{'id': '63', 'type': 'attribute', 'children': ['64', '65']},{'id': '64', 'type': 'string', 'children': [], 'value': '", "'},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '66', 'type': 'argument_list', 'children': ['67']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'unfilterable'},{'id': '68', 'type': 'call', 'children': ['69', '72']},{'id': '69', 'type': 'attribute', 'children': ['70', '71']},{'id': '70', 'type': 'string', 'children': [], 'value': '", "'},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '72', 'type': 'argument_list', 'children': ['73']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'filter_fields'},{'id': '74', 'type': 'expression_statement', 'children': ['75']},{'id': '75', 'type': 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'filter_fields'},{'id': '90', 'type': 'block', 'children': ['91', '102', '124']},{'id': '91', 'type': 'expression_statement', 'children': ['92']},{'id': '92', 'type': 'assignment', 'children': ['93', '94']},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'matches'},{'id': '94', 'type': 'call', 'children': ['95', '100']},{'id': '95', 'type': 'attribute', 'children': ['96', '99']},{'id': '96', 'type': 'attribute', 'children': ['97', '98']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'request'},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'getall'},{'id': '100', 'type': 'argument_list', 'children': ['101']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '102', 'type': 'expression_statement', 'children': ['103']},{'id': '103', 'type': 'assignment', 'children': ['104', '105']},{'id': '104', 'type': 'identifier', 'children': [], 'value': 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'string', 'children': [], 'value': "','"},{'id': '121', 'type': 'for_in_clause', 'children': ['122', '123']},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'matches'},{'id': '124', 'type': 'if_statement', 'children': ['125', '131', '138']},{'id': '125', 'type': 'comparison_operator', 'children': ['126', '130'], 'value': '>'},{'id': '126', 'type': 'call', 'children': ['127', '128']},{'id': '127', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '128', 'type': 'argument_list', 'children': ['129']},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'matches'},{'id': '130', 'type': 'integer', 'children': [], 'value': '1'},{'id': '131', 'type': 'block', 'children': ['132']},{'id': '132', 'type': 'expression_statement', 'children': ['133']},{'id': '133', 'type': 'assignment', 'children': ['134', '137']},{'id': '134', 'type': 'subscript', 'children': ['135', '136']},{'id': '135', 'type': 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['165']},{'id': '165', 'type': 'string', 'children': [], 'value': "'sort'"},{'id': '166', 'type': 'expression_statement', 'children': ['167']},{'id': '167', 'type': 'assignment', 'children': ['168', '169']},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '169', 'type': 'call', 'children': ['170', '171']},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '171', 'type': 'argument_list', 'children': ['172']},{'id': '172', 'type': 'call', 'children': ['173', '176']},{'id': '173', 'type': 'attribute', 'children': ['174', '175']},{'id': '174', 'type': 'identifier', 'children': [], 'value': 'itertools'},{'id': '175', 'type': 'identifier', 'children': [], 'value': 'chain'},{'id': '176', 'type': 'argument_list', 'children': ['177']},{'id': '177', 'type': 'list_splat', 'children': ['178']},{'id': '178', 'type': 'generator_expression', 'children': ['179', '186']},{'id': '179', 'type': 'call', 'children': ['180', '181']},{'id': '180', 'type': 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'query'},{'id': '210', 'type': 'identifier', 'children': [], 'value': 'getall'},{'id': '211', 'type': 'argument_list', 'children': ['212']},{'id': '212', 'type': 'string', 'children': [], 'value': "'q'"},{'id': '213', 'type': 'expression_statement', 'children': ['214']},{'id': '214', 'type': 'assignment', 'children': ['215', '216']},{'id': '215', 'type': 'identifier', 'children': [], 'value': 'search'},{'id': '216', 'type': 'call', 'children': ['217', '218']},{'id': '217', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '218', 'type': 'argument_list', 'children': ['219']},{'id': '219', 'type': 'call', 'children': ['220', '223']},{'id': '220', 'type': 'attribute', 'children': ['221', '222']},{'id': '221', 'type': 'identifier', 'children': [], 'value': 'itertools'},{'id': '222', 'type': 'identifier', 'children': [], 'value': 'chain'},{'id': '223', 'type': 'argument_list', 'children': ['224']},{'id': '224', 'type': 'list_splat', 'children': ['225']},{'id': '225', 'type': 'generator_expression', 'children': ['226', '230', '233']},{'id': '226', 'type': 'call', 'children': ['227', '228']},{'id': '227', 'type': 'identifier', 'children': [], 'value': 'comma_separated_strings'},{'id': '228', 'type': 'argument_list', 'children': ['229']},{'id': '229', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '230', 'type': 'for_in_clause', 'children': ['231', '232']},{'id': '231', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '232', 'type': 'identifier', 'children': [], 'value': 'search'},{'id': '233', 'type': 'if_clause', 'children': ['234']},{'id': '234', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '235', 'type': 'expression_statement', 'children': ['236']},{'id': '236', 'type': 'assignment', 'children': ['237', '240']},{'id': '237', 'type': 'subscript', 'children': ['238', '239']},{'id': '238', 'type': 'identifier', 'children': [], 'value': 'query_fields'},{'id': '239', 'type': 'string', 'children': [], 'value': "'q'"},{'id': '240', 'type': 'identifier', 'children': [], 'value': 'search'},{'id': '241', 'type': 'return_statement', 'children': ['242']},{'id': '242', 'type': 'identifier', 'children': [], 'value': 'query_fields'}
def process_params(request, standard_params=STANDARD_QUERY_PARAMS, filter_fields=None, defaults=None): if not filter_fields: filter_fields = [] unfilterable = (set(request.query.keys()) - set(filter_fields) - set(standard_params)) if unfilterable: bottle.abort(400, "The following query params were invalid: %s. " "Try one (or more) of %s." % (", ".join(unfilterable), ", ".join(filter_fields))) query_fields = defaults or {} for key in request.query: if key in filter_fields: matches = request.query.getall(key) matches = list(itertools.chain(*(k.split(',') for k in matches))) if len(matches) > 1: query_fields[key] = matches else: query_fields[key] = matches[0] if 'sort' in request.query: sort = request.query.getall('sort') sort = list(itertools.chain(*( comma_separated_strings(str(k)) for k in sort))) query_fields['sort'] = sort if 'q' in request.query: search = request.query.getall('q') search = list(itertools.chain(*( comma_separated_strings(k) for k in search if k))) query_fields['q'] = search return query_fields
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def _weave_dohist(data, s, binsize, hist, rev, dorev=False, verbose=0): if dorev: dorev=1 else: dorev=0 code = scipy.weave.inline(code, ['data','s','binsize','hist','rev','dorev'], type_converters = scipy.weave.converters.blitz, verbose=verbose) return
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'children': ['151', '162']},{'id': '151', 'type': 'expression_statement', 'children': ['152']},{'id': '152', 'type': 'call', 'children': ['153', '158']},{'id': '153', 'type': 'attribute', 'children': ['154', '157']},{'id': '154', 'type': 'attribute', 'children': ['155', '156']},{'id': '155', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '156', 'type': 'identifier', 'children': [], 'value': 'logger'},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'error'},{'id': '158', 'type': 'argument_list', 'children': ['159']},{'id': '159', 'type': 'attribute', 'children': ['160', '161']},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'response'},{'id': '161', 'type': 'identifier', 'children': [], 'value': 'text'},{'id': '162', 'type': 'expression_statement', 'children': ['163']},{'id': '163', 'type': 'call', 'children': ['164', '167']},{'id': '164', 'type': 'attribute', 'children': ['165', '166']},{'id': '165', 'type': 'identifier', 'children': [], 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def loose_search(self, asset_manager_id, query='', **kwargs): self.logger.info('Asset Search - Asset Manager: %s', asset_manager_id) url = '{endpoint}/assets/search/{asset_manager_id}'.format( asset_manager_id=asset_manager_id, endpoint=self.endpoint, ) params = {'query': query} for k, v in kwargs.items(): if not isinstance(v, str) and isinstance(v, Iterable): v = ','.join(str(i) for i in v) params[k] = v response = self.session.get(url, params=params) if response.ok: data = response.json() assets = [json_to_asset(json_asset) for json_asset in data.get('hits', [])] self.logger.info('Returned %s Assets.', len(assets)) return assets else: self.logger.error(response.text) response.raise_for_status()
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def natural_sort(item): if item is None: return 0 def try_int(s): try: return int(s) except ValueError: return s return tuple(map(try_int, re.findall(r'(\d+|\D+)', item)))
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'value': 'get'},{'id': '31', 'type': 'argument_list', 'children': ['32', '33']},{'id': '32', 'type': 'string', 'children': [], 'value': "'classes'"},{'id': '33', 'type': 'string', 'children': [], 'value': "''"},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'strip'},{'id': '35', 'type': 'argument_list', 'children': []},{'id': '36', 'type': 'if_statement', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'classes'},{'id': '38', 'type': 'block', 'children': ['39', '54', '64']},{'id': '39', 'type': 'expression_statement', 'children': ['40']},{'id': '40', 'type': 'assignment', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'classes'},{'id': '42', 'type': 'call', 'children': ['43', '46']},{'id': '43', 'type': 'attribute', 'children': ['44', '45']},{'id': '44', 'type': 'string', 'children': [], 'value': "' '"},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '46', 'type': 'argument_list', 'children': ['47']},{'id': '47', 'type': 'call', 'children': ['48', '51']},{'id': '48', 'type': 'attribute', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 're'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'split'},{'id': '51', 'type': 'argument_list', 'children': ['52', '53']},{'id': '52', 'type': 'string', 'children': [], 'value': "r'\\s+'"},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'classes'},{'id': '54', 'type': 'expression_statement', 'children': ['55']},{'id': '55', 'type': 'assignment', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'classes'},{'id': '57', 'type': 'call', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'to_unicode'},{'id': '59', 'type': 'argument_list', 'children': ['60']},{'id': '60', 'type': 'call', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 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'children': ['93']},{'id': '93', 'type': 'assignment', 'children': ['94', '95']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '95', 'type': 'call', 'children': ['96', '99']},{'id': '96', 'type': 'attribute', 'children': ['97', '98']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'replace'},{'id': '99', 'type': 'argument_list', 'children': ['100', '101']},{'id': '100', 'type': 'string', 'children': [], 'value': "'_'"},{'id': '101', 'type': 'string', 'children': [], 'value': "'-'"},{'id': '102', 'type': 'expression_statement', 'children': ['103']},{'id': '103', 'type': 'assignment', 'children': ['104', '105']},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '105', 'type': 'call', 'children': ['106', '107']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'to_unicode'},{'id': '107', 'type': 'argument_list', 'children': ['108']},{'id': '108', 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'children': ['124', '125']},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'props'},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '126', 'type': 'argument_list', 'children': ['127']},{'id': '127', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '128', 'type': 'else_clause', 'children': ['129']},{'id': '129', 'type': 'block', 'children': ['130', '140']},{'id': '130', 'type': 'expression_statement', 'children': ['131']},{'id': '131', 'type': 'assignment', 'children': ['132', '133']},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '133', 'type': 'call', 'children': ['134', '135']},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'quoteattr'},{'id': '135', 'type': 'argument_list', 'children': ['136']},{'id': '136', 'type': 'call', 'children': ['137', '138']},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'Markup'},{'id': '138', 'type': 'argument_list', 'children': ['139']},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '140', 'type': 'expression_statement', 'children': ['141']},{'id': '141', 'type': 'call', 'children': ['142', '145']},{'id': '142', 'type': 'attribute', 'children': ['143', '144']},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'attrs'},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '145', 'type': 'argument_list', 'children': ['146']},{'id': '146', 'type': 'binary_operator', 'children': ['147', '148'], 'value': '%'},{'id': '147', 'type': 'string', 'children': [], 'value': "u'%s=%s'"},{'id': '148', 'type': 'tuple', 'children': ['149', '150']},{'id': '149', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '150', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '151', 'type': 'expression_statement', 'children': ['152']},{'id': '152', 'type': 'call', 'children': ['153', '156']},{'id': '153', 'type': 'attribute', 'children': ['154', '155']},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'attrs'},{'id': '155', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '156', 'type': 'argument_list', 'children': []},{'id': '157', 'type': 'expression_statement', 'children': ['158']},{'id': '158', 'type': 'call', 'children': ['159', '162']},{'id': '159', 'type': 'attribute', 'children': ['160', '161']},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'props'},{'id': '161', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '162', 'type': 'argument_list', 'children': []},{'id': '163', 'type': 'expression_statement', 'children': ['164']},{'id': '164', 'type': 'call', 'children': ['165', '168']},{'id': '165', 'type': 'attribute', 'children': ['166', '167']},{'id': '166', 'type': 'identifier', 'children': [], 'value': 'attrs'},{'id': '167', 'type': 'identifier', 'children': [], 'value': 'extend'},{'id': '168', 'type': 'argument_list', 'children': ['169']},{'id': '169', 'type': 'identifier', 'children': [], 'value': 'props'},{'id': '170', 'type': 'return_statement', 'children': ['171']},{'id': '171', 'type': 'call', 'children': ['172', '175']},{'id': '172', 'type': 'attribute', 'children': ['173', '174']},{'id': '173', 'type': 'string', 'children': [], 'value': "u' '"},{'id': '174', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '175', 'type': 'argument_list', 'children': ['176']},{'id': '176', 'type': 'identifier', 'children': [], 'value': 'attrs'}
def get_html_attrs(kwargs=None): kwargs = kwargs or {} attrs = [] props = [] classes = kwargs.get('classes', '').strip() if classes: classes = ' '.join(re.split(r'\s+', classes)) classes = to_unicode(quoteattr(classes)) attrs.append('class=%s' % classes) try: del kwargs['classes'] except KeyError: pass for key, value in iteritems(kwargs): key = key.replace('_', '-') key = to_unicode(key) if isinstance(value, bool): if value is True: props.append(key) else: value = quoteattr(Markup(value)) attrs.append(u'%s=%s' % (key, value)) attrs.sort() props.sort() attrs.extend(props) return u' '.join(attrs)
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'type': 'assignment', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'model_dependencies'},{'id': '16', 'type': 'list', 'children': [], 'value': '[]'},{'id': '17', 'type': 'expression_statement', 'children': ['18']},{'id': '18', 'type': 'assignment', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'models'},{'id': '20', 'type': 'call', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'set'},{'id': '22', 'type': 'argument_list', 'children': []},{'id': '23', 'type': 'expression_statement', 'children': ['24']},{'id': '24', 'type': 'assignment', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'model_list'},{'id': '26', 'type': 'call', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'set'},{'id': '28', 'type': 'argument_list', 'children': []},{'id': '29', 'type': 'expression_statement', 'children': 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'45', 'type': 'identifier', 'children': [], 'value': '__class__'},{'id': '46', 'type': 'expression_statement', 'children': ['47']},{'id': '47', 'type': 'call', 'children': ['48', '53']},{'id': '48', 'type': 'attribute', 'children': ['49', '52']},{'id': '49', 'type': 'subscript', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'objs_by_model'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'model'},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '53', 'type': 'argument_list', 'children': ['54']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'o'},{'id': '55', 'type': 'expression_statement', 'children': ['56']},{'id': '56', 'type': 'call', 'children': ['57', '60']},{'id': '57', 'type': 'attribute', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'model_list'},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'add'},{'id': '60', 'type': 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'children': [], 'value': 'hasattr'},{'id': '76', 'type': 'argument_list', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'model'},{'id': '78', 'type': 'string', 'children': [], 'value': "'natural_key'"},{'id': '79', 'type': 'block', 'children': ['80', '91']},{'id': '80', 'type': 'expression_statement', 'children': ['81']},{'id': '81', 'type': 'assignment', 'children': ['82', '83']},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'deps'},{'id': '83', 'type': 'call', 'children': ['84', '85']},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'getattr'},{'id': '85', 'type': 'argument_list', 'children': ['86', '89', '90']},{'id': '86', 'type': 'attribute', 'children': ['87', '88']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'model'},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'natural_key'},{'id': '89', 'type': 'string', 'children': [], 'value': "'dependencies'"},{'id': '90', 'type': 'list', 'children': [], 'value': '[]'},{'id': '91', 'type': 'if_statement', 'children': ['92', '93']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'deps'},{'id': '93', 'type': 'block', 'children': ['94']},{'id': '94', 'type': 'expression_statement', 'children': ['95']},{'id': '95', 'type': 'assignment', 'children': ['96', '97']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'deps'},{'id': '97', 'type': 'list_comprehension', 'children': ['98', '108']},{'id': '98', 'type': 'call', 'children': ['99', '100']},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'get_model'},{'id': '100', 'type': 'argument_list', 'children': ['101']},{'id': '101', 'type': 'list_splat', 'children': ['102']},{'id': '102', 'type': 'call', 'children': ['103', '106']},{'id': '103', 'type': 'attribute', 'children': ['104', '105']},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'split'},{'id': '106', 'type': 'argument_list', 'children': ['107']},{'id': '107', 'type': 'string', 'children': [], 'value': "'.'"},{'id': '108', 'type': 'for_in_clause', 'children': ['109', '110']},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'deps'},{'id': '111', 'type': 'else_clause', 'children': ['112']},{'id': '112', 'type': 'block', 'children': ['113']},{'id': '113', 'type': 'expression_statement', 'children': ['114']},{'id': '114', 'type': 'assignment', 'children': ['115', '116']},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'deps'},{'id': '116', 'type': 'list', 'children': [], 'value': '[]'},{'id': '117', 'type': 'for_statement', 'children': ['118', '119', '134']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '119', 'type': 'call', 'children': ['120', '123']},{'id': '120', 'type': 'attribute', 'children': ['121', '122']},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'itertools'},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'chain'},{'id': '123', 'type': 'argument_list', 'children': ['124', '129']},{'id': '124', 'type': 'attribute', 'children': ['125', '128']},{'id': '125', 'type': 'attribute', 'children': ['126', '127']},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'model'},{'id': '127', 'type': 'identifier', 'children': [], 'value': '_meta'},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'fields'},{'id': '129', 'type': 'attribute', 'children': ['130', '133']},{'id': '130', 'type': 'attribute', 'children': ['131', '132']},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'model'},{'id': '132', 'type': 'identifier', 'children': [], 'value': '_meta'},{'id': '133', 'type': 'identifier', 'children': [], 'value': 'many_to_many'},{'id': '134', 'type': 'block', 'children': ['135']},{'id': '135', 'type': 'if_statement', 'children': ['136', '151']},{'id': '136', 'type': 'boolean_operator', 'children': ['137', '144'], 'value': 'and'},{'id': '137', 'type': 'call', 'children': ['138', '139']},{'id': '138', 'type': 'identifier', 'children': [], 'value': 'hasattr'},{'id': '139', 'type': 'argument_list', 'children': ['140', '143']},{'id': '140', 'type': 'attribute', 'children': ['141', '142']},{'id': '141', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'rel'},{'id': '143', 'type': 'string', 'children': [], 'value': "'to'"},{'id': '144', 'type': 'comparison_operator', 'children': ['145', '150'], 'value': '!='},{'id': '145', 'type': 'attribute', 'children': ['146', '149']},{'id': '146', 'type': 'attribute', 'children': ['147', '148']},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'rel'},{'id': '149', 'type': 'identifier', 'children': [], 'value': 'to'},{'id': '150', 'type': 'identifier', 'children': [], 'value': 'model'},{'id': '151', 'type': 'block', 'children': ['152']},{'id': '152', 'type': 'expression_statement', 'children': ['153']},{'id': '153', 'type': 'call', 'children': ['154', '157']},{'id': '154', 'type': 'attribute', 'children': ['155', '156']},{'id': '155', 'type': 'identifier', 'children': [], 'value': 'deps'},{'id': '156', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '157', 'type': 'argument_list', 'children': ['158']},{'id': '158', 'type': 'attribute', 'children': ['159', '162']},{'id': '159', 'type': 'attribute', 'children': ['160', '161']},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '161', 'type': 'identifier', 'children': [], 'value': 'rel'},{'id': '162', 'type': 'identifier', 'children': [], 'value': 'to'},{'id': '163', 'type': 'expression_statement', 'children': ['164']},{'id': '164', 'type': 'call', 'children': ['165', '168']},{'id': '165', 'type': 'attribute', 'children': ['166', '167']},{'id': '166', 'type': 'identifier', 'children': [], 'value': 'model_dependencies'},{'id': '167', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '168', 'type': 'argument_list', 'children': ['169']},{'id': '169', 'type': 'tuple', 'children': ['170', '171']},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'model'},{'id': '171', 'type': 'identifier', 'children': [], 'value': 'deps'},{'id': '172', 'type': 'expression_statement', 'children': ['173']},{'id': '173', 'type': 'call', 'children': ['174', '177']},{'id': '174', 'type': 'attribute', 'children': ['175', '176']},{'id': '175', 'type': 'identifier', 'children': [], 'value': 'model_dependencies'},{'id': '176', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '177', 'type': 'argument_list', 'children': []},{'id': '178', 'type': 'expression_statement', 'children': ['179']},{'id': '179', 'type': 'assignment', 'children': ['180', '181']},{'id': '180', 'type': 'identifier', 'children': [], 'value': 'model_list'},{'id': '181', 'type': 'list', 'children': [], 'value': '[]'},{'id': '182', 'type': 'while_statement', 'children': ['183', '184']},{'id': '183', 'type': 'identifier', 'children': [], 'value': 'model_dependencies'},{'id': '184', 'type': 'block', 'children': ['185', '189', '193', '258', '304']},{'id': '185', 'type': 'expression_statement', 'children': ['186']},{'id': '186', 'type': 'assignment', 'children': ['187', '188']},{'id': '187', 'type': 'identifier', 'children': [], 'value': 'skipped'},{'id': '188', 'type': 'list', 'children': [], 'value': '[]'},{'id': '189', 'type': 'expression_statement', 'children': ['190']},{'id': '190', 'type': 'assignment', 'children': ['191', '192']},{'id': '191', 'type': 'identifier', 'children': [], 'value': 'changed'},{'id': '192', 'type': 'False', 'children': []},{'id': '193', 'type': 'while_statement', 'children': ['194', '195']},{'id': '194', 'type': 'identifier', 'children': [], 'value': 'model_dependencies'},{'id': '195', 'type': 'block', 'children': ['196', '206', '210', '233']},{'id': '196', 'type': 'expression_statement', 'children': ['197']},{'id': '197', 'type': 'assignment', 'children': ['198', '201']},{'id': '198', 'type': 'pattern_list', 'children': ['199', '200']},{'id': '199', 'type': 'identifier', 'children': [], 'value': 'model'},{'id': '200', 'type': 'identifier', 'children': [], 'value': 'deps'},{'id': '201', 'type': 'call', 'children': ['202', '205']},{'id': '202', 'type': 'attribute', 'children': ['203', '204']},{'id': '203', 'type': 'identifier', 'children': [], 'value': 'model_dependencies'},{'id': '204', 'type': 'identifier', 'children': [], 'value': 'pop'},{'id': '205', 'type': 'argument_list', 'children': []},{'id': '206', 'type': 'expression_statement', 'children': ['207']},{'id': '207', 'type': 'assignment', 'children': ['208', '209']},{'id': '208', 'type': 'identifier', 'children': [], 'value': 'found'},{'id': '209', 'type': 'True', 'children': []},{'id': '210', 'type': 'for_statement', 'children': ['211', '212', '224']},{'id': '211', 'type': 'identifier', 'children': [], 'value': 'candidate'},{'id': '212', 'type': 'generator_expression', 'children': ['213', '221']},{'id': '213', 'type': '()', 'children': ['214']},{'id': '214', 'type': 'boolean_operator', 'children': ['215', '218'], 'value': 'or'},{'id': '215', 'type': 'comparison_operator', 'children': ['216', '217'], 'value': 'not'},{'id': '216', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '217', 'type': 'identifier', 'children': [], 'value': 'models'},{'id': '218', 'type': 'comparison_operator', 'children': ['219', '220'], 'value': 'in'},{'id': '219', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '220', 'type': 'identifier', 'children': [], 'value': 'model_list'},{'id': '221', 'type': 'for_in_clause', 'children': ['222', '223']},{'id': '222', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '223', 'type': 'identifier', 'children': [], 'value': 'deps'},{'id': '224', 'type': 'block', 'children': ['225']},{'id': '225', 'type': 'if_statement', 'children': ['226', '228']},{'id': '226', 'type': 'not_operator', 'children': ['227']},{'id': '227', 'type': 'identifier', 'children': [], 'value': 'candidate'},{'id': '228', 'type': 'block', 'children': ['229']},{'id': '229', 'type': 'expression_statement', 'children': ['230']},{'id': '230', 'type': 'assignment', 'children': ['231', '232']},{'id': '231', 'type': 'identifier', 'children': [], 'value': 'found'},{'id': '232', 'type': 'False', 'children': []},{'id': '233', 'type': 'if_statement', 'children': ['234', '235', '247']},{'id': '234', 'type': 'identifier', 'children': [], 'value': 'found'},{'id': '235', 'type': 'block', 'children': ['236', '243']},{'id': '236', 'type': 'expression_statement', 'children': ['237']},{'id': '237', 'type': 'call', 'children': ['238', '241']},{'id': '238', 'type': 'attribute', 'children': ['239', '240']},{'id': '239', 'type': 'identifier', 'children': [], 'value': 'model_list'},{'id': '240', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '241', 'type': 'argument_list', 'children': ['242']},{'id': '242', 'type': 'identifier', 'children': [], 'value': 'model'},{'id': '243', 'type': 'expression_statement', 'children': ['244']},{'id': '244', 'type': 'assignment', 'children': ['245', '246']},{'id': '245', 'type': 'identifier', 'children': [], 'value': 'changed'},{'id': '246', 'type': 'True', 'children': []},{'id': '247', 'type': 'else_clause', 'children': ['248']},{'id': '248', 'type': 'block', 'children': ['249']},{'id': '249', 'type': 'expression_statement', 'children': ['250']},{'id': '250', 'type': 'call', 'children': ['251', '254']},{'id': '251', 'type': 'attribute', 'children': ['252', '253']},{'id': '252', 'type': 'identifier', 'children': [], 'value': 'skipped'},{'id': '253', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '254', 'type': 'argument_list', 'children': ['255']},{'id': '255', 'type': 'tuple', 'children': ['256', '257']},{'id': '256', 'type': 'identifier', 'children': [], 'value': 'model'},{'id': '257', 'type': 'identifier', 'children': [], 'value': 'deps'},{'id': '258', 'type': 'if_statement', 'children': ['259', '261']},{'id': '259', 'type': 'not_operator', 'children': ['260']},{'id': '260', 'type': 'identifier', 'children': [], 'value': 'changed'},{'id': '261', 'type': 'block', 'children': ['262']},{'id': '262', 'type': 'raise_statement', 'children': ['263']},{'id': '263', 'type': 'call', 'children': ['264', '265']},{'id': '264', 'type': 'identifier', 'children': [], 'value': 'CommandError'},{'id': '265', 'type': 'argument_list', 'children': ['266']},{'id': '266', 'type': 'binary_operator', 'children': ['267', '268'], 'value': '%'},{'id': '267', 'type': 'string', 'children': [], 'value': '"Can\'t resolve dependencies for %s in serialized app list."'},{'id': '268', 'type': 'call', 'children': ['269', '272']},{'id': '269', 'type': 'attribute', 'children': ['270', '271']},{'id': '270', 'type': 'string', 'children': [], 'value': "', '"},{'id': '271', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '272', 'type': 'generator_expression', 'children': ['273', '286']},{'id': '273', 'type': 'binary_operator', 'children': ['274', '275'], 'value': '%'},{'id': '274', 'type': 'string', 'children': [], 'value': "'%s.%s'"},{'id': '275', 'type': 'tuple', 'children': ['276', '281']},{'id': '276', 'type': 'attribute', 'children': ['277', '280']},{'id': '277', 'type': 'attribute', 'children': ['278', '279']},{'id': '278', 'type': 'identifier', 'children': [], 'value': 'model'},{'id': '279', 'type': 'identifier', 'children': [], 'value': '_meta'},{'id': '280', 'type': 'identifier', 'children': [], 'value': 'app_label'},{'id': '281', 'type': 'attribute', 'children': ['282', '285']},{'id': '282', 'type': 'attribute', 'children': ['283', '284']},{'id': '283', 'type': 'identifier', 'children': [], 'value': 'model'},{'id': '284', 'type': 'identifier', 'children': [], 'value': '_meta'},{'id': '285', 'type': 'identifier', 'children': [], 'value': 'object_name'},{'id': '286', 'type': 'for_in_clause', 'children': ['287', '290']},{'id': '287', 'type': 'pattern_list', 'children': ['288', '289']},{'id': '288', 'type': 'identifier', 'children': [], 'value': 'model'},{'id': '289', 'type': 'identifier', 'children': [], 'value': 'deps'},{'id': '290', 'type': 'call', 'children': ['291', '292']},{'id': '291', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '292', 'type': 'argument_list', 'children': ['293', '294']},{'id': '293', 'type': 'identifier', 'children': [], 'value': 'skipped'},{'id': '294', 'type': 'keyword_argument', 'children': ['295', '296']},{'id': '295', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '296', 'type': 'lambda', 'children': ['297', '299']},{'id': '297', 'type': 'lambda_parameters', 'children': ['298']},{'id': '298', 'type': 'identifier', 'children': [], 'value': 'obj'},{'id': '299', 'type': 'attribute', 'children': ['300', '303']},{'id': '300', 'type': 'subscript', 'children': ['301', '302']},{'id': '301', 'type': 'identifier', 'children': [], 'value': 'obj'},{'id': '302', 'type': 'integer', 'children': [], 'value': '0'},{'id': '303', 'type': 'identifier', 'children': [], 'value': '__name__'},{'id': '304', 'type': 'expression_statement', 'children': ['305']},{'id': '305', 'type': 'assignment', 'children': ['306', '307']},{'id': '306', 'type': 'identifier', 'children': [], 'value': 'model_dependencies'},{'id': '307', 'type': 'identifier', 'children': [], 'value': 'skipped'},{'id': '308', 'type': 'expression_statement', 'children': ['309']},{'id': '309', 'type': 'assignment', 'children': ['310', '311']},{'id': '310', 'type': 'identifier', 'children': [], 'value': 'sorted_results'},{'id': '311', 'type': 'list', 'children': [], 'value': '[]'},{'id': '312', 'type': 'for_statement', 'children': ['313', '314', '315']},{'id': '313', 'type': 'identifier', 'children': [], 'value': 'model'},{'id': '314', 'type': 'identifier', 'children': [], 'value': 'model_list'},{'id': '315', 'type': 'block', 'children': ['316']},{'id': '316', 'type': 'expression_statement', 'children': ['317']},{'id': '317', 'type': 'call', 'children': ['318', '321']},{'id': '318', 'type': 'attribute', 'children': ['319', '320']},{'id': '319', 'type': 'identifier', 'children': [], 'value': 'sorted_results'},{'id': '320', 'type': 'identifier', 'children': [], 'value': 'extend'},{'id': '321', 'type': 'argument_list', 'children': ['322']},{'id': '322', 'type': 'subscript', 'children': ['323', '324']},{'id': '323', 'type': 'identifier', 'children': [], 'value': 'objs_by_model'},{'id': '324', 'type': 'identifier', 'children': [], 'value': 'model'},{'id': '325', 'type': 'return_statement', 'children': ['326']},{'id': '326', 'type': 'identifier', 'children': [], 'value': 'sorted_results'}
def sort_dependencies(objects): from django.db.models import get_model model_dependencies = [] models = set() model_list = set() objs_by_model = defaultdict(list) for o in objects: model = o.__class__ objs_by_model[model].append(o) model_list.add(model) for model in model_list: models.add(model) if hasattr(model, 'natural_key'): deps = getattr(model.natural_key, 'dependencies', []) if deps: deps = [get_model(*d.split('.')) for d in deps] else: deps = [] for field in itertools.chain(model._meta.fields, model._meta.many_to_many): if hasattr(field.rel, 'to') and field.rel.to != model: deps.append(field.rel.to) model_dependencies.append((model, deps)) model_dependencies.reverse() model_list = [] while model_dependencies: skipped = [] changed = False while model_dependencies: model, deps = model_dependencies.pop() found = True for candidate in ((d not in models or d in model_list) for d in deps): if not candidate: found = False if found: model_list.append(model) changed = True else: skipped.append((model, deps)) if not changed: raise CommandError("Can't resolve dependencies for %s in serialized app list." % ', '.join('%s.%s' % (model._meta.app_label, model._meta.object_name) for model, deps in sorted(skipped, key=lambda obj: obj[0].__name__)) ) model_dependencies = skipped sorted_results = [] for model in model_list: sorted_results.extend(objs_by_model[model]) return sorted_results
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '10']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort_languages'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '7', 'type': 'attribute', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'Qt'},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'AscendingOrder'},{'id': '10', 'type': 'block', 'children': ['11', '17', '40']},{'id': '11', 'type': 'expression_statement', 'children': ['12']},{'id': '12', 'type': 'call', 'children': ['13', '16']},{'id': '13', 'type': 'attribute', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'beginResetModel'},{'id': '16', 'type': 'argument_list', 'children': []},{'id': '17', 'type': 'expression_statement', 'children': ['18']},{'id': '18', 'type': 'assignment', 'children': ['19', '22']},{'id': '19', 'type': 'attribute', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '21', 'type': 'identifier', 'children': [], 'value': '__languages'},{'id': '22', 'type': 'call', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '24', 'type': 'argument_list', 'children': ['25', '28', '37']},{'id': '25', 'type': 'attribute', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '27', 'type': 'identifier', 'children': [], 'value': '__languages'},{'id': '28', 'type': 'keyword_argument', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '30', 'type': 'lambda', 'children': ['31', '33']},{'id': '31', 'type': 'lambda_parameters', 'children': ['32']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '33', 'type': '()', 'children': ['34']},{'id': '34', 'type': 'attribute', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '37', 'type': 'keyword_argument', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '40', 'type': 'expression_statement', 'children': ['41']},{'id': '41', 'type': 'call', 'children': ['42', '45']},{'id': '42', 'type': 'attribute', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'endResetModel'},{'id': '45', 'type': 'argument_list', 'children': []}
def sort_languages(self, order=Qt.AscendingOrder): self.beginResetModel() self.__languages = sorted(self.__languages, key=lambda x: (x.name), reverse=order) self.endResetModel()
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'fmt_pairs'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'obj'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'indent'},{'id': '7', 'type': 'integer', 'children': [], 'value': '4'},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'sort_key'},{'id': '10', 'type': 'None', 'children': []},{'id': '11', 'type': 'block', 'children': ['12', '25', '31', '38', '48', '58', '79']},{'id': '12', 'type': 'expression_statement', 'children': ['13']},{'id': '13', 'type': 'assignment', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'lengths'},{'id': '15', 'type': 'list_comprehension', 'children': ['16', '22']},{'id': '16', 'type': 'call', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '18', 'type': 'argument_list', 'children': ['19']},{'id': '19', 'type': 'subscript', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '21', 'type': 'integer', 'children': [], 'value': '0'},{'id': '22', 'type': 'for_in_clause', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'obj'},{'id': '25', 'type': 'if_statement', 'children': ['26', '28']},{'id': '26', 'type': 'not_operator', 'children': ['27']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'lengths'},{'id': '28', 'type': 'block', 'children': ['29']},{'id': '29', 'type': 'return_statement', 'children': ['30']},{'id': '30', 'type': 'string', 'children': [], 'value': "''"},{'id': '31', 'type': 'expression_statement', 'children': ['32']},{'id': '32', 'type': 'assignment', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'longest'},{'id': '34', 'type': 'call', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'max'},{'id': '36', 'type': 'argument_list', 'children': ['37']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'lengths'},{'id': '38', 'type': 'expression_statement', 'children': ['39']},{'id': '39', 'type': 'assignment', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'obj'},{'id': '41', 'type': 'call', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '43', 'type': 'argument_list', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'obj'},{'id': '45', 'type': 'keyword_argument', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'sort_key'},{'id': '48', 'type': 'expression_statement', 'children': ['49']},{'id': '49', 'type': 'assignment', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'formatter'},{'id': '51', 'type': 'binary_operator', 'children': ['52', '53'], 'value': '%'},{'id': '52', 'type': 'string', 'children': [], 'value': "'%s{: <%d} {}'"},{'id': '53', 'type': 'tuple', 'children': ['54', '57']},{'id': '54', 'type': 'binary_operator', 'children': ['55', '56'], 'value': '*'},{'id': '55', 'type': 'string', 'children': [], 'value': "' '"},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'indent'},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'longest'},{'id': '58', 'type': 'expression_statement', 'children': ['59']},{'id': '59', 'type': 'assignment', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'string'},{'id': '61', 'type': 'call', 'children': ['62', '65']},{'id': '62', 'type': 'attribute', 'children': ['63', '64']},{'id': '63', 'type': 'string', 'children': [], 'value': "'\\n'"},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '65', 'type': 'argument_list', 'children': ['66']},{'id': '66', 'type': 'list_comprehension', 'children': ['67', '74']},{'id': '67', 'type': 'call', 'children': ['68', '71']},{'id': '68', 'type': 'attribute', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'formatter'},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '71', 'type': 'argument_list', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '74', 'type': 'for_in_clause', 'children': ['75', '78']},{'id': '75', 'type': 'pattern_list', 'children': ['76', '77']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'obj'},{'id': '79', 'type': 'return_statement', 'children': ['80']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'string'}
def fmt_pairs(obj, indent=4, sort_key=None): lengths = [len(x[0]) for x in obj] if not lengths: return '' longest = max(lengths) obj = sorted(obj, key=sort_key) formatter = '%s{: <%d} {}' % (' ' * indent, longest) string = '\n'.join([formatter.format(k, v) for k, v in obj]) return string
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'serialize'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'as_dict'},{'id': '7', 'type': 'False', 'children': []},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '10', 'type': 'None', 'children': []},{'id': '11', 'type': 'block', 'children': ['12', '25', '48', '64', '88']},{'id': '12', 'type': 'expression_statement', 'children': ['13']},{'id': '13', 'type': 'assignment', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'files'},{'id': '15', 'type': 'call', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'getattr'},{'id': '17', 'type': 'argument_list', 'children': ['18', '19', '20']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '19', 'type': 'string', 'children': [], 'value': "'files'"},{'id': '20', 'type': 'call', 'children': ['21', '24']},{'id': '21', 'type': 'attribute', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'run'},{'id': '24', 'type': 'argument_list', 'children': []},{'id': '25', 'type': 'if_statement', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'as_dict'},{'id': '27', 'type': 'block', 'children': ['28']},{'id': '28', 'type': 'return_statement', 'children': ['29']},{'id': '29', 'type': 'call', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'dict'},{'id': '31', 'type': 'generator_expression', 'children': ['32', '39']},{'id': '32', 'type': 'tuple', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'fn'},{'id': '34', 'type': 'call', 'children': ['35', '38']},{'id': '35', 'type': 'attribute', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'p'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'to_dict'},{'id': '38', 'type': 'argument_list', 'children': []},{'id': '39', 'type': 'for_in_clause', 'children': ['40', '43']},{'id': '40', 'type': 'pattern_list', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'fn'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'p'},{'id': '43', 'type': 'call', 'children': ['44', '47']},{'id': '44', 'type': 'attribute', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'files'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '47', 'type': 'argument_list', 'children': []},{'id': '48', 'type': 'expression_statement', 'children': ['49']},{'id': '49', 'type': 'assignment', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '51', 'type': 'generator_expression', 'children': ['52', '57']},{'id': '52', 'type': 'call', 'children': ['53', '56']},{'id': '53', 'type': 'attribute', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'p'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'to_dict'},{'id': '56', 'type': 'argument_list', 'children': []},{'id': '57', 'type': 'for_in_clause', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'p'},{'id': '59', 'type': 'call', 'children': ['60', '63']},{'id': '60', 'type': 'attribute', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'files'},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'values'},{'id': '63', 'type': 'argument_list', 'children': []},{'id': '64', 'type': 'if_statement', 'children': ['65', '69', '78']},{'id': '65', 'type': 'call', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'callable'},{'id': '67', 'type': 'argument_list', 'children': ['68']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '69', 'type': 'block', 'children': ['70']},{'id': '70', 'type': 'return_statement', 'children': ['71']},{'id': '71', 'type': 'call', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '73', 'type': 'argument_list', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '75', 'type': 'keyword_argument', 'children': ['76', '77']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '78', 'type': 'elif_clause', 'children': ['79', '82']},{'id': '79', 'type': 'comparison_operator', 'children': ['80', '81'], 'value': 'is'},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '81', 'type': 'True', 'children': []},{'id': '82', 'type': 'block', 'children': ['83']},{'id': '83', 'type': 'return_statement', 'children': ['84']},{'id': '84', 'type': 'call', 'children': ['85', '86']},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '86', 'type': 'argument_list', 'children': ['87']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '88', 'type': 'return_statement', 'children': ['89']},{'id': '89', 'type': 'call', 'children': ['90', '91']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '91', 'type': 'argument_list', 'children': ['92']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'data'}
def serialize(self, as_dict=False, sort=None): files = getattr(self, 'files', self.run()) if as_dict: return dict((fn, p.to_dict()) for fn, p in files.items()) data = (p.to_dict() for p in files.values()) if callable(sort): return sorted(data, key=sort) elif sort is True: return sorted(data) return list(data)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'iteritems'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'block', 'children': ['6', '28']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'sorted_data'},{'id': '9', 'type': 'call', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '11', 'type': 'argument_list', 'children': ['12', '19', '22', '25']},{'id': '12', 'type': 'call', 'children': ['13', '18']},{'id': '13', 'type': 'attribute', 'children': ['14', '17']},{'id': '14', 'type': 'attribute', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'iteritems'},{'id': '18', 'type': 'argument_list', 'children': []},{'id': '19', 'type': 'attribute', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'cmp'},{'id': '22', 'type': 'attribute', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '25', 'type': 'attribute', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '28', 'type': 'for_statement', 'children': ['29', '32', '33']},{'id': '29', 'type': 'pattern_list', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'sorted_data'},{'id': '33', 'type': 'block', 'children': ['34']},{'id': '34', 'type': 'expression_statement', 'children': ['35']},{'id': '35', 'type': 'yield', 'children': ['36']},{'id': '36', 'type': 'expression_list', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'v'}
def iteritems(self): sorted_data = sorted(self.data.iteritems(), self.cmp, self.key, self.reverse) for k,v in sorted_data: yield k,v
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '14']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_posts'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'num'},{'id': '7', 'type': 'None', 'children': []},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'tag'},{'id': '10', 'type': 'None', 'children': []},{'id': '11', 'type': 'default_parameter', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'private'},{'id': '13', 'type': 'False', 'children': []},{'id': '14', 'type': 'block', 'children': ['15', '21', '37', '54', '63']},{'id': '15', 'type': 'expression_statement', 'children': ['16']},{'id': '16', 'type': 'assignment', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'posts'},{'id': '18', 'type': 'attribute', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'posts'},{'id': '21', 'type': 'if_statement', 'children': ['22', '24']},{'id': '22', 'type': 'not_operator', 'children': ['23']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'private'},{'id': '24', 'type': 'block', 'children': ['25']},{'id': '25', 'type': 'expression_statement', 'children': ['26']},{'id': '26', 'type': 'assignment', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'posts'},{'id': '28', 'type': 'list_comprehension', 'children': ['29', '30', '33']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'post'},{'id': '30', 'type': 'for_in_clause', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'post'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'posts'},{'id': '33', 'type': 'if_clause', 'children': ['34']},{'id': '34', 'type': 'attribute', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'post'},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'public'},{'id': '37', 'type': 'if_statement', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'tag'},{'id': '39', 'type': 'block', 'children': ['40']},{'id': '40', 'type': 'expression_statement', 'children': ['41']},{'id': '41', 'type': 'assignment', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'posts'},{'id': '43', 'type': 'list_comprehension', 'children': ['44', '45', '48']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'post'},{'id': '45', 'type': 'for_in_clause', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'post'},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'posts'},{'id': '48', 'type': 'if_clause', 'children': ['49']},{'id': '49', 'type': 'comparison_operator', 'children': ['50', '51'], 'value': 'in'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'tag'},{'id': '51', 'type': 'attribute', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'post'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'tags'},{'id': '54', 'type': 'if_statement', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'num'},{'id': '56', 'type': 'block', 'children': ['57']},{'id': '57', 'type': 'return_statement', 'children': ['58']},{'id': '58', 'type': 'subscript', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'posts'},{'id': '60', 'type': 'slice', 'children': ['61', '62']},{'id': '61', 'type': 'colon', 'children': []},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'num'},{'id': '63', 'type': 'return_statement', 'children': ['64']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'posts'}
def get_posts(self, num=None, tag=None, private=False): posts = self.posts if not private: posts = [post for post in posts if post.public] if tag: posts = [post for post in posts if tag in post.tags] if num: return posts[:num] return posts
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def get_sort_function(order): stable = tuple((d['key'], -1 if d['reverse'] else 1) for d in order) def sort_function(a, b): for name, direction in stable: v = cmp(getattr(a, name) if a else a, getattr(b, name) if b else b) if v != 0: return v * direction return 0 return sort_function
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def create_proxy_model(self, model): proxy = ReftrackSortFilterModel(self) proxy.setSourceModel(model) model.rowsInserted.connect(self.sort_model) return proxy
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def sort_model(self, *args, **kwargs): self.proxy.sort(17) self.proxy.sort(2) self.proxy.sort(1) self.proxy.sort(0)
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def prepare_value(self, value): if value is None and self.required: choices =list(self.choices) if len(choices) == 1: value = choices[0][0] return super(TemplateChoiceField, self).prepare_value(value)
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def _sort(self): self._log.debug('Sorting responses by priority') self._responses = OrderedDict(sorted(list(self._responses.items()), reverse=True)) self.sorted = True
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '18']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'csv_row_to_transaction'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9', '12', '15']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'row'},{'id': '6', 'type': 'default_parameter', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'source_encoding'},{'id': '8', 'type': 'string', 'children': [], 'value': '"latin1"'},{'id': '9', 'type': 'default_parameter', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'date_format'},{'id': '11', 'type': 'string', 'children': [], 'value': '"%d-%m-%Y"'},{'id': '12', 'type': 'default_parameter', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'thousand_sep'},{'id': '14', 'type': 'string', 'children': [], 'value': '"."'},{'id': '15', 'type': 'default_parameter', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'decimal_sep'},{'id': '17', 'type': 'string', 'children': [], 'value': '","'},{'id': '18', 'type': 'block', 'children': ['19', '28', '37', '46', '56', '65', '74']},{'id': '19', 'type': 'expression_statement', 'children': ['20']},{'id': '20', 'type': 'assignment', 'children': ['21', '27']},{'id': '21', 'type': 'pattern_list', 'children': ['22', '23', '24', '25', '26']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'xfer'},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'posted'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'message'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'amount'},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'total'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'row'},{'id': '28', 'type': 'expression_statement', 'children': ['29']},{'id': '29', 'type': 'assignment', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'xfer'},{'id': '31', 'type': 'call', 'children': ['32', '35']},{'id': '32', 'type': 'attribute', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'Parse'},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'date'},{'id': '35', 'type': 'argument_list', 'children': ['36']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'xfer'},{'id': '37', 'type': 'expression_statement', 'children': ['38']},{'id': '38', 'type': 'assignment', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'posted'},{'id': '40', 'type': 'call', 'children': ['41', '44']},{'id': '41', 'type': 'attribute', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'Parse'},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'date'},{'id': '44', 'type': 'argument_list', 'children': ['45']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'posted'},{'id': '46', 'type': 'expression_statement', 'children': ['47']},{'id': '47', 'type': 'assignment', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'message'},{'id': '49', 'type': 'call', 'children': ['50', '53']},{'id': '50', 'type': 'attribute', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'Parse'},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'to_utf8'},{'id': '53', 'type': 'argument_list', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'message'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'source_encoding'},{'id': '56', 'type': 'expression_statement', 'children': ['57']},{'id': '57', 'type': 'assignment', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'amount'},{'id': '59', 'type': 'call', 'children': ['60', '63']},{'id': '60', 'type': 'attribute', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'Parse'},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'money'},{'id': '63', 'type': 'argument_list', 'children': ['64']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'amount'},{'id': '65', 'type': 'expression_statement', 'children': ['66']},{'id': '66', 'type': 'assignment', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'total'},{'id': '68', 'type': 'call', 'children': ['69', '72']},{'id': '69', 'type': 'attribute', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'Parse'},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'money'},{'id': '72', 'type': 'argument_list', 'children': ['73']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'total'},{'id': '74', 'type': 'return_statement', 'children': ['75']},{'id': '75', 'type': 'call', 'children': ['76', '77']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'Transaction'},{'id': '77', 'type': 'argument_list', 'children': ['78', '79', '80', '81', '82', '83']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'xfer'},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'posted'},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'message'},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'amount'},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'total'}
def csv_row_to_transaction(index, row, source_encoding="latin1", date_format="%d-%m-%Y", thousand_sep=".", decimal_sep=","): xfer, posted, message, amount, total = row xfer = Parse.date(xfer) posted = Parse.date(posted) message = Parse.to_utf8(message, source_encoding) amount = Parse.money(amount) total = Parse.money(total) return Transaction(index, xfer, posted, message, amount, total)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '17']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'csv_to_transactions'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11', '14']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'handle'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'source_encoding'},{'id': '7', 'type': 'string', 'children': [], 'value': '"latin1"'},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'date_format'},{'id': '10', 'type': 'string', 'children': [], 'value': '"%d-%m-%Y"'},{'id': '11', 'type': 'default_parameter', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'thousand_sep'},{'id': '13', 'type': 'string', 'children': [], 'value': '"."'},{'id': '14', 'type': 'default_parameter', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'decimal_sep'},{'id': '16', 'type': 'string', 'children': [], 'value': '","'},{'id': '17', 'type': 'block', 'children': ['18', '24', '39', '61']},{'id': '18', 'type': 'expression_statement', 'children': ['19']},{'id': '19', 'type': 'assignment', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'trans'},{'id': '21', 'type': 'call', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'Transactions'},{'id': '23', 'type': 'argument_list', 'children': []},{'id': '24', 'type': 'expression_statement', 'children': ['25']},{'id': '25', 'type': 'assignment', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'rows'},{'id': '27', 'type': 'call', 'children': ['28', '31']},{'id': '28', 'type': 'attribute', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'csv'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'reader'},{'id': '31', 'type': 'argument_list', 'children': ['32', '33', '36']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'handle'},{'id': '33', 'type': 'keyword_argument', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'delimiter'},{'id': '35', 'type': 'string', 'children': [], 'value': '";"'},{'id': '36', 'type': 'keyword_argument', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'quotechar'},{'id': '38', 'type': 'string', 'children': [], 'value': '"\\""'},{'id': '39', 'type': 'for_statement', 'children': ['40', '43', '47']},{'id': '40', 'type': 'pattern_list', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'row'},{'id': '43', 'type': 'call', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'enumerate'},{'id': '45', 'type': 'argument_list', 'children': ['46']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'rows'},{'id': '47', 'type': 'block', 'children': ['48']},{'id': '48', 'type': 'expression_statement', 'children': ['49']},{'id': '49', 'type': 'call', 'children': ['50', '53']},{'id': '50', 'type': 'attribute', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'trans'},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '53', 'type': 'argument_list', 'children': ['54']},{'id': '54', 'type': 'call', 'children': ['55', '58']},{'id': '55', 'type': 'attribute', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'Parse'},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'csv_row_to_transaction'},{'id': '58', 'type': 'argument_list', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'row'},{'id': '61', 'type': 'return_statement', 'children': ['62']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'trans'}
def csv_to_transactions(handle, source_encoding="latin1", date_format="%d-%m-%Y", thousand_sep=".", decimal_sep=","): trans = Transactions() rows = csv.reader(handle, delimiter=";", quotechar="\"") for index, row in enumerate(rows): trans.append(Parse.csv_row_to_transaction(index, row)) return trans
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'filterAcceptsRow'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'row'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'parentindex'},{'id': '7', 'type': 'block', 'children': ['8', '24', '49', '60', '69']},{'id': '8', 'type': 'if_statement', 'children': ['9', '21']},{'id': '9', 'type': 'not_operator', 'children': ['10']},{'id': '10', 'type': 'call', 'children': ['11', '18']},{'id': '11', 'type': 'attribute', 'children': ['12', '17']},{'id': '12', 'type': 'call', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'super'},{'id': '14', 'type': 'argument_list', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'ReftrackSortFilterModel'},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'filterAcceptsRow'},{'id': '18', 'type': 'argument_list', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'row'},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'parentindex'},{'id': '21', 'type': 'block', 'children': ['22']},{'id': '22', 'type': 'return_statement', 'children': ['23']},{'id': '23', 'type': 'False', 'children': []},{'id': '24', 'type': 'if_statement', 'children': ['25', '30', '39']},{'id': '25', 'type': 'call', 'children': ['26', '29']},{'id': '26', 'type': 'attribute', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'parentindex'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'isValid'},{'id': '29', 'type': 'argument_list', 'children': []},{'id': '30', 'type': 'block', 'children': ['31']},{'id': '31', 'type': 'expression_statement', 'children': ['32']},{'id': '32', 'type': 'assignment', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '34', 'type': 'call', 'children': ['35', '38']},{'id': '35', 'type': 'attribute', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'parentindex'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'model'},{'id': '38', 'type': 'argument_list', 'children': []},{'id': '39', 'type': 'else_clause', 'children': ['40']},{'id': '40', 'type': 'block', 'children': ['41']},{'id': '41', 'type': 'expression_statement', 'children': ['42']},{'id': '42', 'type': 'assignment', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '44', 'type': 'call', 'children': ['45', '48']},{'id': '45', 'type': 'attribute', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'sourceModel'},{'id': '48', 'type': 'argument_list', 'children': []},{'id': '49', 'type': 'expression_statement', 'children': ['50']},{'id': '50', 'type': 'assignment', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '52', 'type': 'call', 'children': ['53', '56']},{'id': '53', 'type': 'attribute', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '56', 'type': 'argument_list', 'children': ['57', '58', '59']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'row'},{'id': '58', 'type': 'integer', 'children': [], 'value': '18'},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'parentindex'},{'id': '60', 'type': 'expression_statement', 'children': ['61']},{'id': '61', 'type': 'assignment', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'reftrack'},{'id': '63', 'type': 'call', 'children': ['64', '67']},{'id': '64', 'type': 'attribute', 'children': ['65', '66']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '67', 'type': 'argument_list', 'children': ['68']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'REFTRACK_OBJECT_ROLE'},{'id': '69', 'type': 'if_statement', 'children': ['70', '72', '75']},{'id': '70', 'type': 'not_operator', 'children': ['71']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'reftrack'},{'id': '72', 'type': 'block', 'children': ['73']},{'id': '73', 'type': 'return_statement', 'children': ['74']},{'id': '74', 'type': 'True', 'children': []},{'id': '75', 'type': 'else_clause', 'children': ['76']},{'id': '76', 'type': 'block', 'children': ['77']},{'id': '77', 'type': 'return_statement', 'children': ['78']},{'id': '78', 'type': 'call', 'children': ['79', '82']},{'id': '79', 'type': 'attribute', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'filter_accept_reftrack'},{'id': '82', 'type': 'argument_list', 'children': ['83']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'reftrack'}
def filterAcceptsRow(self, row, parentindex): if not super(ReftrackSortFilterModel, self).filterAcceptsRow(row, parentindex): return False if parentindex.isValid(): m = parentindex.model() else: m = self.sourceModel() i = m.index(row, 18, parentindex) reftrack = i.data(REFTRACK_OBJECT_ROLE) if not reftrack: return True else: return self.filter_accept_reftrack(reftrack)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '14']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'load_grid_data'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'file_list'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'data_type'},{'id': '7', 'type': 'string', 'children': [], 'value': '"binary"'},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '10', 'type': 'True', 'children': []},{'id': '11', 'type': 'default_parameter', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'delim'},{'id': '13', 'type': 'string', 'children': [], 'value': '" "'},{'id': '14', 'type': 'block', 'children': ['15', '54', '64', '72', '218']},{'id': '15', 'type': 'if_statement', 'children': ['16', '23', '29']},{'id': '16', 'type': 'not_operator', 'children': ['17']},{'id': '17', 'type': 'comparison_operator', 'children': ['18', '22'], 'value': 'is'},{'id': '18', 'type': 'call', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'type'},{'id': '20', 'type': 'argument_list', 'children': ['21']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'file_list'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '23', 'type': 'block', 'children': ['24']},{'id': '24', 'type': 'expression_statement', 'children': ['25']},{'id': '25', 'type': 'assignment', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'file_list'},{'id': '27', 'type': 'list', 'children': ['28'], 'value': '[file_list]'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'file_list'},{'id': '29', 'type': 'elif_clause', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '31', 'type': 'block', 'children': ['32']},{'id': '32', 'type': 'expression_statement', 'children': ['33']},{'id': '33', 'type': 'call', 'children': ['34', '37']},{'id': '34', 'type': 'attribute', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'file_list'},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '37', 'type': 'argument_list', 'children': ['38']},{'id': '38', 'type': 'keyword_argument', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '40', 'type': 'lambda', 'children': ['41', '43']},{'id': '41', 'type': 'lambda_parameters', 'children': ['42']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '43', 'type': 'call', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '45', 'type': 'argument_list', 'children': ['46']},{'id': '46', 'type': 'call', 'children': ['47', '50']},{'id': '47', 'type': 'attribute', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 're'},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'sub'},{'id': '50', 'type': 'argument_list', 'children': ['51', '52', '53']},{'id': '51', 'type': 'string', 'children': [], 'value': '"[^0-9]"'},{'id': '52', 'type': 'string', 'children': [], 'value': '""'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '54', 'type': 'expression_statement', 'children': ['55']},{'id': '55', 'type': 'assignment', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'world_size'},{'id': '57', 'type': 'call', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'get_world_dimensions'},{'id': '59', 'type': 'argument_list', 'children': ['60', '63']},{'id': '60', 'type': 'subscript', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'file_list'},{'id': '62', 'type': 'integer', 'children': [], 'value': '0'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'delim'},{'id': '64', 'type': 'expression_statement', 'children': ['65']},{'id': '65', 'type': 'assignment', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '67', 'type': 'call', 'children': ['68', '69']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'initialize_grid'},{'id': '69', 'type': 'argument_list', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'world_size'},{'id': '71', 'type': 'list', 'children': [], 'value': '[]'},{'id': '72', 'type': 'for_statement', 'children': ['73', '74', '75']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'file_list'},{'id': '75', 'type': 'block', 'children': ['76', '83', '91', '212']},{'id': '76', 'type': 'expression_statement', 'children': ['77']},{'id': '77', 'type': 'assignment', 'children': ['78', '79']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'infile'},{'id': '79', 'type': 'call', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'open'},{'id': '81', 'type': 'argument_list', 'children': ['82']},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '83', 'type': 'expression_statement', 'children': ['84']},{'id': '84', 'type': 'assignment', 'children': ['85', '86']},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'lines'},{'id': '86', 'type': 'call', 'children': ['87', '90']},{'id': '87', 'type': 'attribute', 'children': ['88', '89']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'infile'},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'readlines'},{'id': '90', 'type': 'argument_list', 'children': []},{'id': '91', 'type': 'for_statement', 'children': ['92', '93', '99']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '93', 'type': 'call', 'children': ['94', '95']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '95', 'type': 'argument_list', 'children': ['96']},{'id': '96', 'type': 'subscript', 'children': ['97', '98']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'world_size'},{'id': '98', 'type': 'integer', 'children': [], 'value': '1'},{'id': '99', 'type': 'block', 'children': ['100', '117']},{'id': '100', 'type': 'expression_statement', 'children': ['101']},{'id': '101', 'type': 'assignment', 'children': ['102', '105']},{'id': '102', 'type': 'subscript', 'children': ['103', '104']},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'lines'},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '105', 'type': 'call', 'children': ['106', '115']},{'id': '106', 'type': 'attribute', 'children': ['107', '114']},{'id': '107', 'type': 'call', 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'children': ['138', '139']},{'id': '138', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '139', 'type': 'argument_list', 'children': ['140']},{'id': '140', 'type': 'subscript', 'children': ['141', '144']},{'id': '141', 'type': 'subscript', 'children': ['142', '143']},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'lines'},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '145', 'type': 'elif_clause', 'children': ['146', '149']},{'id': '146', 'type': 'comparison_operator', 'children': ['147', '148'], 'value': '=='},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'data_type'},{'id': '148', 'type': 'string', 'children': [], 'value': '"float"'},{'id': '149', 'type': 'block', 'children': ['150']},{'id': '150', 'type': 'expression_statement', 'children': ['151']},{'id': '151', 'type': 'assignment', 'children': ['152', '153']},{'id': '152', 'type': 'identifier', 'children': [], 'value': 'val'},{'id': '153', 'type': 'call', 'children': ['154', '155']},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'float'},{'id': '155', 'type': 'argument_list', 'children': ['156']},{'id': '156', 'type': 'subscript', 'children': ['157', '160']},{'id': '157', 'type': 'subscript', 'children': ['158', '159']},{'id': '158', 'type': 'identifier', 'children': [], 'value': 'lines'},{'id': '159', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '161', 'type': 'elif_clause', 'children': ['162', '165']},{'id': '162', 'type': 'comparison_operator', 'children': ['163', '164'], 'value': '=='},{'id': '163', 'type': 'identifier', 'children': [], 'value': 'data_type'},{'id': '164', 'type': 'string', 'children': [], 'value': '"int"'},{'id': '165', 'type': 'block', 'children': ['166']},{'id': '166', 'type': 'expression_statement', 'children': ['167']},{'id': '167', 'type': 'assignment', 'children': ['168', '169']},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'val'},{'id': '169', 'type': 'call', 'children': ['170', '171']},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '171', 'type': 'argument_list', 'children': ['172']},{'id': '172', 'type': 'subscript', 'children': ['173', '176']},{'id': '173', 'type': 'subscript', 'children': ['174', '175']},{'id': '174', 'type': 'identifier', 'children': [], 'value': 'lines'},{'id': '175', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '176', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '177', 'type': 'elif_clause', 'children': ['178', '181']},{'id': '178', 'type': 'comparison_operator', 'children': ['179', '180'], 'value': '=='},{'id': '179', 'type': 'identifier', 'children': [], 'value': 'data_type'},{'id': '180', 'type': 'string', 'children': [], 'value': '"string"'},{'id': '181', 'type': 'block', 'children': ['182']},{'id': '182', 'type': 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'print'},{'id': '198', 'type': 'argument_list', 'children': ['199']},{'id': '199', 'type': 'string', 'children': [], 'value': '"Unsupported data_type passed to load_grid"'},{'id': '200', 'type': 'return_statement', 'children': []},{'id': '201', 'type': 'expression_statement', 'children': ['202']},{'id': '202', 'type': 'call', 'children': ['203', '210']},{'id': '203', 'type': 'attribute', 'children': ['204', '209']},{'id': '204', 'type': 'subscript', 'children': ['205', '208']},{'id': '205', 'type': 'subscript', 'children': ['206', '207']},{'id': '206', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '207', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '208', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '209', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '210', 'type': 'argument_list', 'children': ['211']},{'id': '211', 'type': 'identifier', 'children': [], 'value': 'val'},{'id': '212', 'type': 'expression_statement', 'children': ['213']},{'id': '213', 'type': 'call', 'children': ['214', '217']},{'id': '214', 'type': 'attribute', 'children': ['215', '216']},{'id': '215', 'type': 'identifier', 'children': [], 'value': 'infile'},{'id': '216', 'type': 'identifier', 'children': [], 'value': 'close'},{'id': '217', 'type': 'argument_list', 'children': []},{'id': '218', 'type': 'return_statement', 'children': ['219']},{'id': '219', 'type': 'identifier', 'children': [], 'value': 'data'}
def load_grid_data(file_list, data_type="binary", sort=True, delim=" "): if not type(file_list) is list: file_list = [file_list] elif sort: file_list.sort(key=lambda f: int(re.sub("[^0-9]", "", f))) world_size = get_world_dimensions(file_list[0], delim) data = initialize_grid(world_size, []) for f in file_list: infile = open(f) lines = infile.readlines() for i in range(world_size[1]): lines[i] = lines[i].strip().split(delim) for j in range(world_size[0]): if data_type == "binary": val = bin(int(lines[i][j])) elif data_type == "float": val = float(lines[i][j]) elif data_type == "int": val = int(lines[i][j]) elif data_type == "string": val = str(lines[i][j]) else: print("Unsupported data_type passed to load_grid") return data[i][j].append(val) infile.close() return data
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'children': ['31']},{'id': '31', 'type': 'keyword_argument', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'priority'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'priority'},{'id': '34', 'type': 'expression_statement', 'children': ['35']},{'id': '35', 'type': 'assignment', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'atomics'},{'id': '37', 'type': 'list_comprehension', 'children': ['38', '39', '42']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'trigger'},{'id': '39', 'type': 'for_in_clause', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'trigger'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'triggers'},{'id': '42', 'type': 'if_clause', 'children': ['43']},{'id': '43', 'type': 'attribute', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'trigger'},{'id': '45', 'type': 'identifier', 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'142']},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'triggers'},{'id': '121', 'type': 'list_comprehension', 'children': ['122', '127']},{'id': '122', 'type': 'subscript', 'children': ['123', '126']},{'id': '123', 'type': 'attribute', 'children': ['124', '125']},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '125', 'type': 'identifier', 'children': [], 'value': '_triggers'},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'priority'},{'id': '127', 'type': 'for_in_clause', 'children': ['128', '129']},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'priority'},{'id': '129', 'type': 'call', 'children': ['130', '131']},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '131', 'type': 'argument_list', 'children': ['132', '139']},{'id': '132', 'type': 'call', 'children': ['133', '138']},{'id': '133', 'type': 'attribute', 'children': ['134', '137']},{'id': '134', 'type': 'attribute', 'children': ['135', '136']},{'id': '135', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '136', 'type': 'identifier', 'children': [], 'value': '_triggers'},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '138', 'type': 'argument_list', 'children': []},{'id': '139', 'type': 'keyword_argument', 'children': ['140', '141']},{'id': '140', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '141', 'type': 'True', 'children': []},{'id': '142', 'type': 'block', 'children': ['143']},{'id': '143', 'type': 'for_statement', 'children': ['144', '145', '146']},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'trigger'},{'id': '145', 'type': 'identifier', 'children': [], 'value': 'triggers'},{'id': '146', 'type': 'block', 'children': ['147']},{'id': '147', 'type': 'expression_statement', 'children': ['148']},{'id': '148', 'type': 'call', 'children': ['149', '154']},{'id': '149', 'type': 'attribute', 'children': ['150', '153']},{'id': '150', 'type': 'attribute', 'children': ['151', '152']},{'id': '151', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '152', 'type': 'identifier', 'children': [], 'value': '_sorted_triggers'},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '154', 'type': 'argument_list', 'children': ['155']},{'id': '155', 'type': 'identifier', 'children': [], 'value': 'trigger'},{'id': '156', 'type': 'expression_statement', 'children': ['157']},{'id': '157', 'type': 'assignment', 'children': ['158', '161']},{'id': '158', 'type': 'attribute', 'children': ['159', '160']},{'id': '159', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '161', 'type': 'True', 'children': []}
def sort(self): for priority, triggers in self._triggers.items(): self._log.debug('Sorting priority {priority} triggers'.format(priority=priority)) atomics = [trigger for trigger in triggers if trigger.pattern_is_atomic] wildcards = [trigger for trigger in triggers if not trigger.pattern_is_atomic] atomics = sorted(atomics, key=lambda trigger: (trigger.pattern_words, trigger.pattern_len), reverse=True) wildcards = sorted(wildcards, key=lambda trigger: (trigger.pattern_words, trigger.pattern_len), reverse=True) self._triggers[priority] = atomics + wildcards self._sorted_triggers = [] for triggers in [self._triggers[priority] for priority in sorted(self._triggers.keys(), reverse=True)]: for trigger in triggers: self._sorted_triggers.append(trigger) self.sorted = True
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'log_message'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'user'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'message'},{'id': '7', 'type': 'block', 'children': ['8', '36', '44', '56']},{'id': '8', 'type': 'if_statement', 'children': ['9', '14', '21']},{'id': '9', 'type': 'call', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '11', 'type': 'argument_list', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'user'},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'SeshetUser'},{'id': '14', 'type': 'block', 'children': ['15']},{'id': '15', 'type': 'expression_statement', 'children': ['16']},{'id': '16', 'type': 'assignment', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'user'},{'id': '18', 'type': 'attribute', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'user'},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'nick'},{'id': '21', 'type': 'elif_clause', 'children': ['22', '28']},{'id': '22', 'type': 'not_operator', 'children': ['23']},{'id': '23', 'type': 'call', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '25', 'type': 'argument_list', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'user'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'IRCstr'},{'id': '28', 'type': 'block', 'children': ['29']},{'id': '29', 'type': 'expression_statement', 'children': ['30']},{'id': '30', 'type': 'assignment', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'user'},{'id': '32', 'type': 'call', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'IRCstr'},{'id': '34', 'type': 'argument_list', 'children': ['35']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'user'},{'id': '36', 'type': 'expression_statement', 'children': ['37']},{'id': '37', 'type': 'assignment', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'time'},{'id': '39', 'type': 'call', 'children': ['40', '43']},{'id': '40', 'type': 'attribute', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'datetime'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'utcnow'},{'id': '43', 'type': 'argument_list', 'children': []},{'id': '44', 'type': 'expression_statement', 'children': ['45']},{'id': '45', 'type': 'call', 'children': ['46', '51']},{'id': '46', 'type': 'attribute', 'children': ['47', '50']},{'id': '47', 'type': 'attribute', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'message_log'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '51', 'type': 'argument_list', 'children': ['52']},{'id': '52', 'type': 'tuple', 'children': ['53', '54', '55']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'time'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'user'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'message'},{'id': '56', 'type': 'while_statement', 'children': ['57', '67']},{'id': '57', 'type': 'comparison_operator', 'children': ['58', '64'], 'value': '>'},{'id': '58', 'type': 'call', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '60', 'type': 'argument_list', 'children': ['61']},{'id': '61', 'type': 'attribute', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'message_log'},{'id': '64', 'type': 'attribute', 'children': ['65', '66']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '66', 'type': 'identifier', 'children': [], 'value': '_log_size'},{'id': '67', 'type': 'block', 'children': ['68']},{'id': '68', 'type': 'delete_statement', 'children': ['69']},{'id': '69', 'type': 'subscript', 'children': ['70', '73']},{'id': '70', 'type': 'attribute', 'children': ['71', '72']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'message_log'},{'id': '73', 'type': 'integer', 'children': [], 'value': '0'}
def log_message(self, user, message): if isinstance(user, SeshetUser): user = user.nick elif not isinstance(user, IRCstr): user = IRCstr(user) time = datetime.utcnow() self.message_log.append((time, user, message)) while len(self.message_log) > self._log_size: del self.message_log[0]
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '22']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'add_item'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '10', '13', '16', '19']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '7', 'type': 'default_parameter', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'icon'},{'id': '9', 'type': 'None', 'children': []},{'id': '10', 'type': 'default_parameter', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'url'},{'id': '12', 'type': 'None', 'children': []},{'id': '13', 'type': 'default_parameter', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '15', 'type': 'None', 'children': []},{'id': '16', 'type': 'default_parameter', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'permission'},{'id': '18', 'type': 'None', 'children': []},{'id': '19', 'type': 'default_parameter', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'active_regex'},{'id': '21', 'type': 'None', 'children': []},{'id': '22', 'type': 'block', 'children': ['23', '40', '46', '50', '127', '140', '157']},{'id': '23', 'type': 'if_statement', 'children': ['24', '29']},{'id': '24', 'type': 'comparison_operator', 'children': ['25', '28'], 'value': 'is'},{'id': '25', 'type': 'attribute', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'root_item'},{'id': '28', 'type': 'None', 'children': []},{'id': '29', 'type': 'block', 'children': ['30']},{'id': '30', 'type': 'expression_statement', 'children': ['31']},{'id': '31', 'type': 'assignment', 'children': ['32', '35']},{'id': '32', 'type': 'attribute', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'root_item'},{'id': '35', 'type': 'call', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'MenuItem'},{'id': '37', 'type': 'argument_list', 'children': ['38', '39']},{'id': '38', 'type': 'string', 'children': [], 'value': "'ROOT'"},{'id': '39', 'type': 'string', 'children': [], 'value': "'ROOT'"},{'id': '40', 'type': 'expression_statement', 'children': ['41']},{'id': '41', 'type': 'assignment', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'root_item'},{'id': '43', 'type': 'attribute', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'root_item'},{'id': '46', 'type': 'expression_statement', 'children': ['47']},{'id': '47', 'type': 'assignment', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'current_path'},{'id': '49', 'type': 'string', 'children': [], 'value': "''"},{'id': '50', 'type': 'for_statement', 'children': ['51', '52', '63']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '52', 'type': 'subscript', 'children': ['53', '59']},{'id': '53', 'type': 'call', 'children': ['54', '57']},{'id': '54', 'type': 'attribute', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'split'},{'id': '57', 'type': 'argument_list', 'children': ['58']},{'id': '58', 'type': 'string', 'children': [], 'value': "'/'"},{'id': '59', 'type': 'slice', 'children': ['60', '61']},{'id': '60', 'type': 'colon', 'children': []},{'id': '61', 'type': 'unary_operator', 'children': ['62'], 'value': '-'},{'id': '62', 'type': 'integer', 'children': [], 'value': '1'},{'id': '63', 'type': 'block', 'children': ['64', '69', '86', '95', '123']},{'id': '64', 'type': 'if_statement', 'children': ['65', '67']},{'id': '65', 'type': 'not_operator', 'children': ['66']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '67', 'type': 'block', 'children': ['68']},{'id': '68', 'type': 'continue_statement', 'children': []},{'id': '69', 'type': 'expression_statement', 'children': ['70']},{'id': '70', 'type': 'assignment', 'children': ['71', '72']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'current_path'},{'id': '72', 'type': 'binary_operator', 'children': ['73', '74'], 'value': '+'},{'id': '73', 'type': 'string', 'children': [], 'value': "'/'"},{'id': '74', 'type': 'call', 'children': ['75', '84']},{'id': '75', 'type': 'attribute', 'children': ['76', '83']},{'id': '76', 'type': 'call', 'children': ['77', '80']},{'id': '77', 'type': 'attribute', 'children': ['78', '79']},{'id': '78', 'type': 'string', 'children': [], 'value': "'{}/{}'"},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '80', 'type': 'argument_list', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'current_path'},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'strip'},{'id': '84', 'type': 'argument_list', 'children': ['85']},{'id': '85', 'type': 'string', 'children': [], 'value': "'/'"},{'id': '86', 'type': 'expression_statement', 'children': ['87']},{'id': '87', 'type': 'assignment', 'children': ['88', '89']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'new_root'},{'id': '89', 'type': 'call', 'children': ['90', '93']},{'id': '90', 'type': 'attribute', 'children': ['91', '92']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'root_item'},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'child_by_code'},{'id': '93', 'type': 'argument_list', 'children': ['94']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '95', 'type': 'if_statement', 'children': ['96', '98']},{'id': '96', 'type': 'not_operator', 'children': ['97']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'new_root'},{'id': '98', 'type': 'block', 'children': ['99', '116']},{'id': '99', 'type': 'expression_statement', 'children': ['100']},{'id': '100', 'type': 'assignment', 'children': ['101', '102']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'new_root'},{'id': '102', 'type': 'call', 'children': ['103', '104']},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'MenuItem'},{'id': '104', 'type': 'argument_list', 'children': ['105', '106']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'current_path'},{'id': '106', 'type': 'keyword_argument', 'children': ['107', '108']},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '108', 'type': 'call', 'children': ['109', '115']},{'id': '109', 'type': 'attribute', 'children': ['110', '114']},{'id': '110', 'type': 'call', 'children': ['111', '112']},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '112', 'type': 'argument_list', 'children': ['113']},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '114', 'type': 'identifier', 'children': [], 'value': 'capitalize'},{'id': '115', 'type': 'argument_list', 'children': []},{'id': '116', 'type': 'expression_statement', 'children': ['117']},{'id': '117', 'type': 'call', 'children': ['118', '121']},{'id': '118', 'type': 'attribute', 'children': ['119', '120']},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'root_item'},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'add_child'},{'id': '121', 'type': 'argument_list', 'children': ['122']},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'new_root'},{'id': '123', 'type': 'expression_statement', 'children': ['124']},{'id': '124', 'type': 'assignment', 'children': ['125', '126']},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'root_item'},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'new_root'},{'id': '127', 'type': 'expression_statement', 'children': ['128']},{'id': '128', 'type': 'assignment', 'children': ['129', '130']},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'new_item'},{'id': '130', 'type': 'call', 'children': ['131', '132']},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'MenuItem'},{'id': '132', 'type': 'argument_list', 'children': ['133', '134', '135', '136', '137', '138', '139']},{'id': '133', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '135', 'type': 'identifier', 'children': [], 'value': 'icon'},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'url'},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '138', 'type': 'identifier', 'children': [], 'value': 'permission'},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'active_regex'},{'id': '140', 'type': 'expression_statement', 'children': ['141']},{'id': '141', 'type': 'assignment', 'children': ['142', '143']},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'current_item'},{'id': '143', 'type': 'call', 'children': ['144', '147']},{'id': '144', 'type': 'attribute', 'children': ['145', '146']},{'id': '145', 'type': 'identifier', 'children': [], 'value': 'root_item'},{'id': '146', 'type': 'identifier', 'children': [], 'value': 'child_by_code'},{'id': '147', 'type': 'argument_list', 'children': ['148']},{'id': '148', 'type': 'subscript', 'children': ['149', '155']},{'id': '149', 'type': 'call', 'children': ['150', '153']},{'id': '150', 'type': 'attribute', 'children': ['151', '152']},{'id': '151', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '152', 'type': 'identifier', 'children': [], 'value': 'split'},{'id': '153', 'type': 'argument_list', 'children': ['154']},{'id': '154', 'type': 'string', 'children': [], 'value': "'/'"},{'id': '155', 'type': 'unary_operator', 'children': ['156'], 'value': '-'},{'id': '156', 'type': 'integer', 'children': [], 'value': '1'},{'id': '157', 'type': 'if_statement', 'children': ['158', '159', '167']},{'id': '158', 'type': 'identifier', 'children': [], 'value': 'current_item'},{'id': '159', 'type': 'block', 'children': ['160']},{'id': '160', 'type': 'expression_statement', 'children': ['161']},{'id': '161', 'type': 'call', 'children': ['162', '165']},{'id': '162', 'type': 'attribute', 'children': ['163', '164']},{'id': '163', 'type': 'identifier', 'children': [], 'value': 'current_item'},{'id': '164', 'type': 'identifier', 'children': [], 'value': 'merge'},{'id': '165', 'type': 'argument_list', 'children': ['166']},{'id': '166', 'type': 'identifier', 'children': [], 'value': 'new_item'},{'id': '167', 'type': 'else_clause', 'children': ['168']},{'id': '168', 'type': 'block', 'children': ['169']},{'id': '169', 'type': 'expression_statement', 'children': ['170']},{'id': '170', 'type': 'call', 'children': ['171', '174']},{'id': '171', 'type': 'attribute', 'children': ['172', '173']},{'id': '172', 'type': 'identifier', 'children': [], 'value': 'root_item'},{'id': '173', 'type': 'identifier', 'children': [], 'value': 'add_child'},{'id': '174', 'type': 'argument_list', 'children': ['175']},{'id': '175', 'type': 'identifier', 'children': [], 'value': 'new_item'}
def add_item(self, path, name, icon=None, url=None, order=None, permission=None, active_regex=None): if self.root_item is None: self.root_item = MenuItem('ROOT', 'ROOT') root_item = self.root_item current_path = '' for node in path.split('/')[:-1]: if not node: continue current_path = '/' + '{}/{}'.format(current_path, node).strip('/') new_root = root_item.child_by_code(node) if not new_root: new_root = MenuItem(current_path, name=str(node).capitalize()) root_item.add_child(new_root) root_item = new_root new_item = MenuItem(path, name, icon, url, order, permission, active_regex) current_item = root_item.child_by_code(path.split('/')[-1]) if current_item: current_item.merge(new_item) else: root_item.add_child(new_item)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'assist'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '8']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'project_path'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'source'},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'position'},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'filename'},{'id': '9', 'type': 'block', 'children': ['10']},{'id': '10', 'type': 'return_statement', 'children': ['11']},{'id': '11', 'type': 'call', 'children': ['12', '15']},{'id': '12', 'type': 'attribute', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '14', 'type': 'identifier', 'children': [], 'value': '_call'},{'id': '15', 'type': 'argument_list', 'children': ['16', '17', '18', '19', '20']},{'id': '16', 'type': 'string', 'children': [], 'value': "'assist'"},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'project_path'},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'source'},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'position'},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'filename'}
def assist(self, project_path, source, position, filename): return self._call('assist', project_path, source, position, filename)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sorted_key_list'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'block', 'children': ['6', '18', '41', '51']},{'id': '6', 'type': 'if_statement', 'children': ['7', '11']},{'id': '7', 'type': 'not_operator', 'children': ['8']},{'id': '8', 'type': 'attribute', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'is_baked'},{'id': '11', 'type': 'block', 'children': ['12']},{'id': '12', 'type': 'expression_statement', 'children': ['13']},{'id': '13', 'type': 'call', 'children': ['14', '17']},{'id': '14', 'type': 'attribute', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'bake'},{'id': '17', 'type': 'argument_list', 'children': []},{'id': '18', 'type': 'expression_statement', 'children': ['19']},{'id': '19', 'type': 'assignment', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'key_value_tuple'},{'id': '21', 'type': 'call', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '23', 'type': 'argument_list', 'children': ['24', '31']},{'id': '24', 'type': 'call', 'children': ['25', '30']},{'id': '25', 'type': 'attribute', 'children': ['26', '29']},{'id': '26', 'type': 'attribute', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'dct'},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '30', 'type': 'argument_list', 'children': []},{'id': '31', 'type': 'keyword_argument', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '33', 'type': 'lambda', 'children': ['34', '36']},{'id': '34', 'type': 'lambda_parameters', 'children': ['35']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '36', 'type': 'subscript', 'children': ['37', '40']},{'id': '37', 'type': 'subscript', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '39', 'type': 'integer', 'children': [], 'value': '1'},{'id': '40', 'type': 'string', 'children': [], 'value': "'__abs_time__'"},{'id': '41', 'type': 'expression_statement', 'children': ['42']},{'id': '42', 'type': 'assignment', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'skl'},{'id': '44', 'type': 'list_comprehension', 'children': ['45', '48']},{'id': '45', 'type': 'subscript', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '47', 'type': 'integer', 'children': [], 'value': '0'},{'id': '48', 'type': 'for_in_clause', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'key_value_tuple'},{'id': '51', 'type': 'return_statement', 'children': ['52']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'skl'}
def sorted_key_list(self): if not self.is_baked: self.bake() key_value_tuple = sorted(self.dct.items(), key=lambda x: x[1]['__abs_time__']) skl = [k[0] for k in key_value_tuple] return skl
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_used_key_frames'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'block', 'children': ['6', '16', '20', '48']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'skl'},{'id': '9', 'type': 'call', 'children': ['10', '15']},{'id': '10', 'type': 'attribute', 'children': ['11', '14']},{'id': '11', 'type': 'attribute', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'key_frame_list'},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'sorted_key_list'},{'id': '15', 'type': 'argument_list', 'children': []},{'id': '16', 'type': 'expression_statement', 'children': ['17']},{'id': '17', 'type': 'assignment', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'used_key_frames'},{'id': '19', 'type': 'list', 'children': [], 'value': '[]'},{'id': '20', 'type': 'for_statement', 'children': ['21', '22', '23']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'kf'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'skl'},{'id': '23', 'type': 'block', 'children': ['24']},{'id': '24', 'type': 'if_statement', 'children': ['25', '32']},{'id': '25', 'type': 'comparison_operator', 'children': ['26', '27'], 'value': 'in'},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'kf'},{'id': '27', 'type': 'subscript', 'children': ['28', '31']},{'id': '28', 'type': 'attribute', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'dct'},{'id': '31', 'type': 'string', 'children': [], 'value': "'keys'"},{'id': '32', 'type': 'block', 'children': ['33']},{'id': '33', 'type': 'expression_statement', 'children': ['34']},{'id': '34', 'type': 'call', 'children': ['35', '38']},{'id': '35', 'type': 'attribute', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'used_key_frames'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '38', 'type': 'argument_list', 'children': ['39']},{'id': '39', 'type': 'tuple', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'kf'},{'id': '41', 'type': 'subscript', 'children': ['42', '47']},{'id': '42', 'type': 'subscript', 'children': ['43', '46']},{'id': '43', 'type': 'attribute', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'dct'},{'id': '46', 'type': 'string', 'children': [], 'value': "'keys'"},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'kf'},{'id': '48', 'type': 'return_statement', 'children': ['49']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'used_key_frames'}
def get_used_key_frames(self): skl = self.key_frame_list.sorted_key_list() used_key_frames = [] for kf in skl: if kf in self.dct['keys']: used_key_frames.append((kf, self.dct['keys'][kf])) return used_key_frames
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'flds_firstsort'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '5', 'type': 'block', 'children': ['6', '8', '29', '47']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'string', 'children': [], 'value': "'''\n Perform a lexsort and return the sort indices and shape as a tuple.\n '''"},{'id': '8', 'type': 'expression_statement', 'children': ['9']},{'id': '9', 'type': 'assignment', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'shape'},{'id': '11', 'type': 'list_comprehension', 'children': ['12', '23']},{'id': '12', 'type': 'call', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '14', 'type': 'argument_list', 'children': ['15']},{'id': '15', 'type': 'call', 'children': ['16', '19']},{'id': '16', 'type': 'attribute', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'unique'},{'id': '19', 'type': 'argument_list', 'children': ['20']},{'id': '20', 'type': 'subscript', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'l'},{'id': '23', 'type': 'for_in_clause', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'l'},{'id': '25', 'type': 'list', 'children': ['26', '27', '28'], 'value': "['xs', 'ys', 'zs']"},{'id': '26', 'type': 'string', 'children': [], 'value': "'xs'"},{'id': '27', 'type': 'string', 'children': [], 'value': "'ys'"},{'id': '28', 'type': 'string', 'children': [], 'value': "'zs'"},{'id': '29', 'type': 'expression_statement', 'children': ['30']},{'id': '30', 'type': 'assignment', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'si'},{'id': '32', 'type': 'call', 'children': ['33', '36']},{'id': '33', 'type': 'attribute', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'lexsort'},{'id': '36', 'type': 'argument_list', 'children': ['37']},{'id': '37', 'type': 'tuple', 'children': ['38', '41', '44']},{'id': '38', 'type': 'subscript', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '40', 'type': 'string', 'children': [], 'value': "'z'"},{'id': '41', 'type': 'subscript', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '43', 'type': 'string', 'children': [], 'value': "'y'"},{'id': '44', 'type': 'subscript', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '46', 'type': 'string', 'children': [], 'value': "'x'"},{'id': '47', 'type': 'return_statement', 'children': ['48']},{'id': '48', 'type': 'expression_list', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'si'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'shape'}
def flds_firstsort(d): ''' Perform a lexsort and return the sort indices and shape as a tuple. ''' shape = [ len( np.unique(d[l]) ) for l in ['xs', 'ys', 'zs'] ]; si = np.lexsort((d['z'],d['y'],d['x'])); return si,shape;
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'flds_sort'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '6', 'type': 'block', 'children': ['7', '9', '31', '37', '69']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'string', 'children': [], 'value': "'''\n Sort based on position. Sort with s as a tuple of the sort\n indices and shape from first sort.\n Parameters:\n -----------\n d -- the flds/sclr data\n s -- (si, shape) sorting and shaping data from firstsort.\n '''"},{'id': '9', 'type': 'expression_statement', 'children': ['10']},{'id': '10', 'type': 'assignment', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'labels'},{'id': '12', 'type': 'list_comprehension', 'children': ['13', '14', '21']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '14', 'type': 'for_in_clause', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '16', 'type': 'call', 'children': ['17', '20']},{'id': '17', 'type': 'attribute', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '20', 'type': 'argument_list', 'children': []},{'id': '21', 'type': 'if_clause', 'children': ['22']},{'id': '22', 'type': 'comparison_operator', 'children': ['23', '24'], 'value': 'not'},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '24', 'type': 'list', 'children': ['25', '26', '27', '28', '29', '30'], 'value': "['t', 'xs', 'ys', 'zs', 'fd', 'sd']"},{'id': '25', 'type': 'string', 'children': [], 'value': "'t'"},{'id': '26', 'type': 'string', 'children': [], 'value': "'xs'"},{'id': '27', 'type': 'string', 'children': [], 'value': "'ys'"},{'id': '28', 'type': 'string', 'children': [], 'value': "'zs'"},{'id': '29', 'type': 'string', 'children': [], 'value': "'fd'"},{'id': '30', 'type': 'string', 'children': [], 'value': "'sd'"},{'id': '31', 'type': 'expression_statement', 'children': ['32']},{'id': '32', 'type': 'assignment', 'children': ['33', '36']},{'id': '33', 'type': 'pattern_list', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'si'},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'shape'},{'id': '36', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '37', 'type': 'for_statement', 'children': ['38', '39', '40']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'l'},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'labels'},{'id': '40', 'type': 'block', 'children': ['41', '56']},{'id': '41', 'type': 'expression_statement', 'children': ['42']},{'id': '42', 'type': 'assignment', 'children': ['43', '46']},{'id': '43', 'type': 'subscript', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'l'},{'id': '46', 'type': 'call', 'children': ['47', '54']},{'id': '47', 'type': 'attribute', 'children': ['48', '53']},{'id': '48', 'type': 'subscript', 'children': ['49', '52']},{'id': '49', 'type': 'subscript', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'l'},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'si'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'reshape'},{'id': '54', 'type': 'argument_list', 'children': ['55']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'shape'},{'id': '56', 'type': 'expression_statement', 'children': ['57']},{'id': '57', 'type': 'assignment', 'children': ['58', '61']},{'id': '58', 'type': 'subscript', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'l'},{'id': '61', 'type': 'call', 'children': ['62', '65']},{'id': '62', 'type': 'attribute', 'children': ['63', '64']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'squeeze'},{'id': '65', 'type': 'argument_list', 'children': ['66']},{'id': '66', 'type': 'subscript', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'l'},{'id': '69', 'type': 'return_statement', 'children': ['70']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'd'}
def flds_sort(d,s): ''' Sort based on position. Sort with s as a tuple of the sort indices and shape from first sort. Parameters: ----------- d -- the flds/sclr data s -- (si, shape) sorting and shaping data from firstsort. ''' labels = [ key for key in d.keys() if key not in ['t', 'xs', 'ys', 'zs', 'fd', 'sd'] ]; si,shape = s; for l in labels: d[l] = d[l][si].reshape(shape); d[l] = np.squeeze(d[l]); return d;
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'read'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'fname'},{'id': '5', 'type': 'dictionary_splat_pattern', 'children': ['6']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'kw'},{'id': '7', 'type': 'block', 'children': ['8', '10', '37', '50', '324']},{'id': '8', 'type': 'expression_statement', 'children': ['9']},{'id': '9', 'type': 'string', 'children': [], 'value': "'''\n Reads an lsp output file and returns a raw dump of data,\n sectioned into quantities either as an dictionary or a typed numpy array.\n Parameters:\n -----------\n fname -- filename of thing to read\n Keyword Arguments:\n ------------------\n vprint -- Verbose printer. Used in scripts\n override -- (type, start) => A tuple of a dump type and a place to start\n in the passed file, useful to attempting to read semicorrupted\n files.\n gzip -- Read as a gzip file.\n flds/sclr Specific Arguments:\n -----------------------------\n var -- list of quantities to be read. For fields, this can consist\n of strings that include vector components, e.g., 'Ex'. If \n None (default), read all quantities.\n keep_edges -- If set to truthy, then don't remove the edges from domains before\n concatenation and don't reshape the flds data.\n sort -- If not None, sort using these indices, useful for avoiding\n resorting. If True and not an ndarray, just sort.\n first_sort -- If truthy, sort, and return the sort data for future flds\n that should have the same shape.\n keep_xs -- Keep the xs's, that is, the grid information. Usually redundant\n with x,y,z returned.\n return_array -- If set to truthy, then try to return a numpy array with a dtype.\n Requires of course that the quantities have the same shape.\n '''"},{'id': '10', 'type': 'if_statement', 'children': ['11', '22']},{'id': '11', 'type': 'boolean_operator', 'children': ['12', '17'], 'value': 'and'},{'id': '12', 'type': 'call', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'test'},{'id': '14', 'type': 'argument_list', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'kw'},{'id': '16', 'type': 'string', 'children': [], 'value': "'gzip'"},{'id': '17', 'type': 'comparison_operator', 'children': ['18', '21'], 'value': '=='},{'id': '18', 'type': 'subscript', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'kw'},{'id': '20', 'type': 'string', 'children': [], 'value': "'gzip'"},{'id': '21', 'type': 'string', 'children': [], 'value': "'guess'"},{'id': '22', 'type': 'block', 'children': ['23']},{'id': '23', 'type': 'expression_statement', 'children': ['24']},{'id': '24', 'type': 'assignment', 'children': ['25', '28']},{'id': '25', 'type': 'subscript', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'kw'},{'id': '27', 'type': 'string', 'children': [], 'value': "'gzip'"},{'id': '28', 'type': 'comparison_operator', 'children': ['29', '36'], 'value': 'is'},{'id': '29', 'type': 'call', 'children': ['30', '33']},{'id': '30', 'type': 'attribute', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 're'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'search'},{'id': '33', 'type': 'argument_list', 'children': ['34', '35']},{'id': '34', 'type': 'string', 'children': [], 'value': "r'\\.gz$'"},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'fname'},{'id': '36', 'type': 'None', 'children': []},{'id': '37', 'type': 'expression_statement', 'children': ['38']},{'id': '38', 'type': 'assignment', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'openf'},{'id': '40', 'type': 'conditional_expression', 'children': ['41', '44', '49'], 'value': 'if'},{'id': '41', 'type': 'attribute', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'gzip'},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'open'},{'id': '44', 'type': 'call', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'test'},{'id': '46', 'type': 'argument_list', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'kw'},{'id': '48', 'type': 'string', 'children': [], 'value': "'gzip'"},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'open'},{'id': '50', 'type': 'with_statement', 'children': ['51', '61']},{'id': '51', 'type': 'with_clause', 'children': ['52']},{'id': '52', 'type': 'with_item', 'children': ['53']},{'id': '53', 'type': 'as_pattern', 'children': ['54', '59']},{'id': '54', 'type': 'call', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'openf'},{'id': '56', 'type': 'argument_list', 'children': ['57', '58']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'fname'},{'id': '58', 'type': 'string', 'children': [], 'value': "'rb'"},{'id': '59', 'type': 'as_pattern_target', 'children': ['60']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'file'},{'id': '61', 'type': 'block', 'children': ['62', '120', '136', '223', '304']},{'id': '62', 'type': 'if_statement', 'children': ['63', '68', '111']},{'id': '63', 'type': 'call', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'test'},{'id': '65', 'type': 'argument_list', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'kw'},{'id': '67', 'type': 'string', 'children': [], 'value': "'override'"},{'id': '68', 'type': 'block', 'children': ['69', '77', '84', '91']},{'id': '69', 'type': 'expression_statement', 'children': ['70']},{'id': '70', 'type': 'assignment', 'children': ['71', '74']},{'id': '71', 'type': 'pattern_list', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'dump'},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '74', 'type': 'subscript', 'children': ['75', '76']},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'kw'},{'id': '76', 'type': 'string', 'children': [], 'value': "'override'"},{'id': '77', 'type': 'expression_statement', 'children': ['78']},{'id': '78', 'type': 'call', 'children': ['79', '82']},{'id': '79', 'type': 'attribute', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'file'},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'seek'},{'id': '82', 'type': 'argument_list', 'children': ['83']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '84', 'type': 'expression_statement', 'children': ['85']},{'id': '85', 'type': 'assignment', 'children': ['86', '87']},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'header'},{'id': '87', 'type': 'dictionary', 'children': ['88']},{'id': '88', 'type': 'pair', 'children': ['89', '90']},{'id': '89', 'type': 'string', 'children': [], 'value': "'dump_type'"},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'dump'},{'id': '91', 'type': 'if_statement', 'children': ['92', '105']},{'id': '92', 'type': 'boolean_operator', 'children': ['93', '99'], 'value': 'and'},{'id': '93', 'type': 'not_operator', 'children': ['94']},{'id': '94', 'type': 'call', 'children': ['95', '96']},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'test'},{'id': '96', 'type': 'argument_list', 'children': ['97', '98']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'kw'},{'id': '98', 'type': 'string', 'children': [], 'value': "'var'"},{'id': '99', 'type': 'comparison_operator', 'children': ['100', '101', '104'], 'value': '<='},{'id': '100', 'type': 'integer', 'children': [], 'value': '2'},{'id': '101', 'type': 'subscript', 'children': ['102', '103']},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'header'},{'id': '103', 'type': 'string', 'children': [], 'value': "'dump_type'"},{'id': '104', 'type': 'integer', 'children': [], 'value': '3'},{'id': '105', 'type': 'block', 'children': ['106']},{'id': '106', 'type': 'raise_statement', 'children': ['107']},{'id': '107', 'type': 'call', 'children': ['108', '109']},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '109', 'type': 'argument_list', 'children': ['110']},{'id': '110', 'type': 'string', 'children': [], 'value': '"If you want to force to read as a scalar, you need to supply the quantities"'},{'id': '111', 'type': 'else_clause', 'children': ['112']},{'id': '112', 'type': 'block', 'children': ['113']},{'id': '113', 'type': 'expression_statement', 'children': ['114']},{'id': '114', 'type': 'assignment', 'children': ['115', '116']},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'header'},{'id': '116', 'type': 'call', 'children': ['117', '118']},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'get_header'},{'id': '118', 'type': 'argument_list', 'children': ['119']},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'file'},{'id': '120', 'type': 'expression_statement', 'children': ['121']},{'id': '121', 'type': 'assignment', 'children': ['122', '123']},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'vprint'},{'id': '123', 'type': 'conditional_expression', 'children': ['124', '127', '132'], 'value': 'if'},{'id': '124', 'type': 'subscript', 'children': ['125', '126']},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'kw'},{'id': '126', 'type': 'string', 'children': [], 'value': "'vprint'"},{'id': '127', 'type': 'call', 'children': ['128', '129']},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'test'},{'id': '129', 'type': 'argument_list', 'children': ['130', '131']},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'kw'},{'id': '131', 'type': 'string', 'children': [], 'value': "'vprint'"},{'id': '132', 'type': 'lambda', 'children': ['133', '135']},{'id': '133', 'type': 'lambda_parameters', 'children': ['134']},{'id': '134', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '135', 'type': 'None', 'children': []},{'id': '136', 'type': 'if_statement', 'children': ['137', '143']},{'id': '137', 'type': 'comparison_operator', 'children': ['138', '139', '142'], 'value': '<='},{'id': '138', 'type': 'integer', 'children': [], 'value': '2'},{'id': '139', 'type': 'subscript', 'children': ['140', '141']},{'id': '140', 'type': 'identifier', 'children': [], 'value': 'header'},{'id': '141', 'type': 'string', 'children': [], 'value': "'dump_type'"},{'id': '142', 'type': 'integer', 'children': [], 'value': '3'},{'id': '143', 'type': 'block', 'children': ['144', '172', '180', '188', '207', '215']},{'id': '144', 'type': 'if_statement', 'children': ['145', '151', '164']},{'id': '145', 'type': 'not_operator', 'children': ['146']},{'id': '146', 'type': 'call', 'children': ['147', '148']},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'test'},{'id': '148', 'type': 'argument_list', 'children': ['149', '150']},{'id': '149', 'type': 'identifier', 'children': [], 'value': 'kw'},{'id': '150', 'type': 'string', 'children': [], 'value': "'var'"},{'id': '151', 'type': 'block', 'children': ['152']},{'id': '152', 'type': 'expression_statement', 'children': ['153']},{'id': '153', 'type': 'assignment', 'children': ['154', '155']},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'var'},{'id': '155', 'type': 'list_comprehension', 'children': ['156', '159']},{'id': '156', 'type': 'subscript', 'children': ['157', '158']},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '158', 'type': 'integer', 'children': [], 'value': '0'},{'id': '159', 'type': 'for_in_clause', 'children': ['160', '161']},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '161', 'type': 'subscript', 'children': ['162', '163']},{'id': '162', 'type': 'identifier', 'children': [], 'value': 'header'},{'id': '163', 'type': 'string', 'children': [], 'value': "'quantities'"},{'id': '164', 'type': 'else_clause', 'children': ['165']},{'id': '165', 'type': 'block', 'children': ['166']},{'id': '166', 'type': 'expression_statement', 'children': ['167']},{'id': '167', 'type': 'assignment', 'children': ['168', '169']},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'var'},{'id': '169', 'type': 'subscript', 'children': ['170', '171']},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'kw'},{'id': '171', 'type': 'string', 'children': [], 'value': "'var'"},{'id': '172', 'type': 'expression_statement', 'children': ['173']},{'id': '173', 'type': 'assignment', 'children': ['174', '175']},{'id': '174', 'type': 'identifier', 'children': [], 'value': 'keep_edges'},{'id': '175', 'type': 'call', 'children': ['176', '177']},{'id': '176', 'type': 'identifier', 'children': [], 'value': 'test'},{'id': '177', 'type': 'argument_list', 'children': ['178', '179']},{'id': '178', 'type': 'identifier', 'children': [], 'value': 'kw'},{'id': '179', 'type': 'string', 'children': [], 'value': "'keep_edges'"},{'id': '180', 'type': 'expression_statement', 'children': ['181']},{'id': '181', 'type': 'assignment', 'children': ['182', '183']},{'id': '182', 'type': 'identifier', 'children': [], 'value': 'first_sort'},{'id': '183', 'type': 'call', 'children': ['184', '185']},{'id': '184', 'type': 'identifier', 'children': [], 'value': 'test'},{'id': '185', 'type': 'argument_list', 'children': ['186', '187']},{'id': '186', 'type': 'identifier', 'children': [], 'value': 'kw'},{'id': '187', 'type': 'string', 'children': [], 'value': "'first_sort'"},{'id': '188', 'type': 'if_statement', 'children': ['189', '194', '201']},{'id': '189', 'type': 'call', 'children': ['190', '191']},{'id': '190', 'type': 'identifier', 'children': [], 'value': 'test'},{'id': '191', 'type': 'argument_list', 'children': ['192', '193']},{'id': '192', 'type': 'identifier', 'children': [], 'value': 'kw'},{'id': '193', 'type': 'string', 'children': [], 'value': "'sort'"},{'id': '194', 'type': 'block', 'children': ['195']},{'id': '195', 'type': 'expression_statement', 'children': ['196']},{'id': '196', 'type': 'assignment', 'children': ['197', '198']},{'id': '197', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '198', 'type': 'subscript', 'children': ['199', '200']},{'id': '199', 'type': 'identifier', 'children': [], 'value': 'kw'},{'id': '200', 'type': 'string', 'children': [], 'value': "'sort'"},{'id': '201', 'type': 'else_clause', 'children': ['202']},{'id': '202', 'type': 'block', 'children': ['203']},{'id': '203', 'type': 'expression_statement', 'children': ['204']},{'id': '204', 'type': 'assignment', 'children': ['205', '206']},{'id': '205', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '206', 'type': 'None', 'children': []},{'id': '207', 'type': 'expression_statement', 'children': ['208']},{'id': '208', 'type': 'assignment', 'children': ['209', '210']},{'id': '209', 'type': 'identifier', 'children': [], 'value': 'keep_xs'},{'id': '210', 'type': 'call', 'children': ['211', '212']},{'id': '211', 'type': 'identifier', 'children': [], 'value': 'test'},{'id': '212', 'type': 'argument_list', 'children': ['213', '214']},{'id': '213', 'type': 'identifier', 'children': [], 'value': 'kw'},{'id': '214', 'type': 'string', 'children': [], 'value': "'keep_xs'"},{'id': '215', 'type': 'expression_statement', 'children': ['216']},{'id': '216', 'type': 'assignment', 'children': ['217', '218']},{'id': '217', 'type': 'identifier', 'children': [], 'value': 'return_array'},{'id': '218', 'type': 'call', 'children': ['219', '220']},{'id': '219', 'type': 'identifier', 'children': [], 'value': 'test'},{'id': '220', 'type': 'argument_list', 'children': ['221', '222']},{'id': '221', 'type': 'identifier', 'children': [], 'value': 'kw'},{'id': '222', 'type': 'string', 'children': [], 'value': "'return_array'"},{'id': '223', 'type': 'expression_statement', 'children': ['224']},{'id': '224', 'type': 'assignment', 'children': ['225', '226']},{'id': '225', 'type': 'identifier', 'children': [], 'value': 'readers'},{'id': '226', 'type': 'dictionary', 'children': ['227', '235', '260', '288', '296']},{'id': '227', 'type': 'pair', 'children': ['228', '229']},{'id': '228', 'type': 'integer', 'children': [], 'value': '1'},{'id': '229', 'type': 'lambda', 'children': ['230']},{'id': '230', 'type': 'call', 'children': ['231', '232']},{'id': '231', 'type': 'identifier', 'children': [], 'value': 'read_particles'},{'id': '232', 'type': 'argument_list', 'children': ['233', '234']},{'id': '233', 'type': 'identifier', 'children': [], 'value': 'file'},{'id': '234', 'type': 'identifier', 'children': [], 'value': 'header'},{'id': '235', 'type': 'pair', 'children': ['236', '237']},{'id': '236', 'type': 'integer', 'children': [], 'value': '2'},{'id': '237', 'type': 'lambda', 'children': ['238']},{'id': '238', 'type': 'call', 'children': ['239', '240']},{'id': '239', 'type': 'identifier', 'children': [], 'value': 'read_flds'},{'id': '240', 'type': 'argument_list', 'children': ['241', '242', '243', '244', '245', '248', '251', '254', '257']},{'id': '241', 'type': 'identifier', 'children': [], 'value': 'file'},{'id': '242', 'type': 'identifier', 'children': [], 'value': 'header'},{'id': '243', 'type': 'identifier', 'children': [], 'value': 'var'},{'id': '244', 'type': 'identifier', 'children': [], 'value': 'vprint'},{'id': '245', 'type': 'keyword_argument', 'children': ['246', '247']},{'id': '246', 'type': 'identifier', 'children': [], 'value': 'keep_edges'},{'id': '247', 'type': 'identifier', 'children': [], 'value': 'keep_edges'},{'id': '248', 'type': 'keyword_argument', 'children': ['249', '250']},{'id': '249', 'type': 'identifier', 'children': [], 'value': 'first_sort'},{'id': '250', 'type': 'identifier', 'children': [], 'value': 'first_sort'},{'id': '251', 'type': 'keyword_argument', 'children': ['252', '253']},{'id': '252', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '253', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '254', 'type': 'keyword_argument', 'children': ['255', '256']},{'id': '255', 'type': 'identifier', 'children': [], 'value': 'keep_xs'},{'id': '256', 'type': 'identifier', 'children': [], 'value': 'keep_xs'},{'id': '257', 'type': 'keyword_argument', 'children': ['258', '259']},{'id': '258', 'type': 'identifier', 'children': [], 'value': 'return_array'},{'id': '259', 'type': 'identifier', 'children': [], 'value': 'return_array'},{'id': '260', 'type': 'pair', 'children': ['261', '262']},{'id': '261', 'type': 'integer', 'children': [], 'value': '3'},{'id': '262', 'type': 'lambda', 'children': ['263']},{'id': '263', 'type': 'call', 'children': ['264', '265']},{'id': '264', 'type': 'identifier', 'children': [], 'value': 'read_flds'},{'id': '265', 'type': 'argument_list', 'children': ['266', '267', '268', '269', '270', '273', '276', '279', '282', '285']},{'id': '266', 'type': 'identifier', 'children': [], 'value': 'file'},{'id': '267', 'type': 'identifier', 'children': [], 'value': 'header'},{'id': '268', 'type': 'identifier', 'children': [], 'value': 'var'},{'id': '269', 'type': 'identifier', 'children': [], 'value': 'vprint'},{'id': '270', 'type': 'keyword_argument', 'children': ['271', '272']},{'id': '271', 'type': 'identifier', 'children': [], 'value': 'keep_edges'},{'id': '272', 'type': 'identifier', 'children': [], 'value': 'keep_edges'},{'id': '273', 'type': 'keyword_argument', 'children': ['274', '275']},{'id': '274', 'type': 'identifier', 'children': [], 'value': 'first_sort'},{'id': '275', 'type': 'identifier', 'children': [], 'value': 'first_sort'},{'id': '276', 'type': 'keyword_argument', 'children': ['277', '278']},{'id': '277', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '278', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '279', 'type': 'keyword_argument', 'children': ['280', '281']},{'id': '280', 'type': 'identifier', 'children': [], 'value': 'keep_xs'},{'id': '281', 'type': 'identifier', 'children': [], 'value': 'keep_xs'},{'id': '282', 'type': 'keyword_argument', 'children': ['283', '284']},{'id': '283', 'type': 'identifier', 'children': [], 'value': 'return_array'},{'id': '284', 'type': 'identifier', 'children': [], 'value': 'return_array'},{'id': '285', 'type': 'keyword_argument', 'children': ['286', '287']},{'id': '286', 'type': 'identifier', 'children': [], 'value': 'vector'},{'id': '287', 'type': 'False', 'children': []},{'id': '288', 'type': 'pair', 'children': ['289', '290']},{'id': '289', 'type': 'integer', 'children': [], 'value': '6'},{'id': '290', 'type': 'lambda', 'children': ['291']},{'id': '291', 'type': 'call', 'children': ['292', '293']},{'id': '292', 'type': 'identifier', 'children': [], 'value': 'read_movie'},{'id': '293', 'type': 'argument_list', 'children': ['294', '295']},{'id': '294', 'type': 'identifier', 'children': [], 'value': 'file'},{'id': '295', 'type': 'identifier', 'children': [], 'value': 'header'},{'id': '296', 'type': 'pair', 'children': ['297', '298']},{'id': '297', 'type': 'integer', 'children': [], 'value': '10'},{'id': '298', 'type': 'lambda', 'children': ['299']},{'id': '299', 'type': 'call', 'children': ['300', '301']},{'id': '300', 'type': 'identifier', 'children': [], 'value': 'read_pext'},{'id': '301', 'type': 'argument_list', 'children': ['302', '303']},{'id': '302', 'type': 'identifier', 'children': [], 'value': 'file'},{'id': '303', 'type': 'identifier', 'children': [], 'value': 'header'},{'id': '304', 'type': 'try_statement', 'children': ['305', '316']},{'id': '305', 'type': 'block', 'children': ['306']},{'id': '306', 'type': 'expression_statement', 'children': ['307']},{'id': '307', 'type': 'assignment', 'children': ['308', '309']},{'id': '308', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '309', 'type': 'call', 'children': ['310', '315']},{'id': '310', 'type': 'subscript', 'children': ['311', '312']},{'id': '311', 'type': 'identifier', 'children': [], 'value': 'readers'},{'id': '312', 'type': 'subscript', 'children': ['313', '314']},{'id': '313', 'type': 'identifier', 'children': [], 'value': 'header'},{'id': '314', 'type': 'string', 'children': [], 'value': "'dump_type'"},{'id': '315', 'type': 'argument_list', 'children': []},{'id': '316', 'type': 'except_clause', 'children': ['317', '318']},{'id': '317', 'type': 'identifier', 'children': [], 'value': 'KeyError'},{'id': '318', 'type': 'block', 'children': ['319']},{'id': '319', 'type': 'raise_statement', 'children': ['320']},{'id': '320', 'type': 'call', 'children': ['321', '322']},{'id': '321', 'type': 'identifier', 'children': [], 'value': 'NotImplementedError'},{'id': '322', 'type': 'argument_list', 'children': ['323']},{'id': '323', 'type': 'string', 'children': [], 'value': '"Other file types not implemented yet!"'},{'id': '324', 'type': 'return_statement', 'children': ['325']},{'id': '325', 'type': 'identifier', 'children': [], 'value': 'd'}
def read(fname,**kw): ''' Reads an lsp output file and returns a raw dump of data, sectioned into quantities either as an dictionary or a typed numpy array. Parameters: ----------- fname -- filename of thing to read Keyword Arguments: ------------------ vprint -- Verbose printer. Used in scripts override -- (type, start) => A tuple of a dump type and a place to start in the passed file, useful to attempting to read semicorrupted files. gzip -- Read as a gzip file. flds/sclr Specific Arguments: ----------------------------- var -- list of quantities to be read. For fields, this can consist of strings that include vector components, e.g., 'Ex'. If None (default), read all quantities. keep_edges -- If set to truthy, then don't remove the edges from domains before concatenation and don't reshape the flds data. sort -- If not None, sort using these indices, useful for avoiding resorting. If True and not an ndarray, just sort. first_sort -- If truthy, sort, and return the sort data for future flds that should have the same shape. keep_xs -- Keep the xs's, that is, the grid information. Usually redundant with x,y,z returned. return_array -- If set to truthy, then try to return a numpy array with a dtype. Requires of course that the quantities have the same shape. ''' if test(kw,'gzip') and kw['gzip'] == 'guess': kw['gzip'] = re.search(r'\.gz$', fname) is not None; openf = gzip.open if test(kw, 'gzip') else open; with openf(fname,'rb') as file: if test(kw,'override'): dump, start = kw['override']; file.seek(start); header = {'dump_type': dump}; if not test(kw, 'var') and 2 <= header['dump_type'] <= 3 : raise ValueError( "If you want to force to read as a scalar, you need to supply the quantities" ); else: header = get_header(file); vprint = kw['vprint'] if test(kw, 'vprint') else lambda s: None; if 2 <= header['dump_type'] <= 3 : if not test(kw, 'var'): var=[i[0] for i in header['quantities']]; else: var=kw['var']; keep_edges = test(kw, 'keep_edges'); first_sort = test(kw, 'first_sort'); if test(kw,'sort'): sort = kw['sort'] else: sort = None; keep_xs = test(kw, 'keep_xs'); return_array = test(kw, 'return_array'); readers = { 1: lambda: read_particles(file, header), 2: lambda: read_flds( file,header,var,vprint, keep_edges=keep_edges, first_sort=first_sort, sort=sort, keep_xs=keep_xs, return_array=return_array), 3: lambda: read_flds( file,header,var, vprint, keep_edges=keep_edges, first_sort=first_sort, sort=sort, keep_xs=keep_xs, return_array=return_array, vector=False), 6: lambda: read_movie(file, header), 10:lambda: read_pext(file,header) }; try: d = readers[header['dump_type']](); except KeyError: raise NotImplementedError("Other file types not implemented yet!"); return d;
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'type': 'attribute', 'children': ['211', '212']},{'id': '211', 'type': 'string', 'children': [], 'value': "'{}-'"},{'id': '212', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '213', 'type': 'argument_list', 'children': ['214']},{'id': '214', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '215', 'type': 'for_in_clause', 'children': ['216', '217']},{'id': '216', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '217', 'type': 'identifier', 'children': [], 'value': 'cols'},{'id': '218', 'type': 'expression_statement', 'children': ['219']},{'id': '219', 'type': 'assignment', 'children': ['220', '221']},{'id': '220', 'type': 'identifier', 'children': [], 'value': 'counts'},{'id': '221', 'type': 'call', 'children': ['222', '225']},{'id': '222', 'type': 'attribute', 'children': ['223', '224']},{'id': '223', 'type': 'identifier', 'children': [], 'value': 'pd'},{'id': '224', 'type': 'identifier', 'children': [], 'value': 'DataFrame'},{'id': '225', 'type': 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['268']},{'id': '268', 'type': 'assignment', 'children': ['269', '270']},{'id': '269', 'type': 'identifier', 'children': [], 'value': 'qnames'},{'id': '270', 'type': 'subscript', 'children': ['271', '274']},{'id': '271', 'type': 'list', 'children': ['272', '273'], 'value': '[r1_qnames, r2_qnames]'},{'id': '272', 'type': 'identifier', 'children': [], 'value': 'r1_qnames'},{'id': '273', 'type': 'identifier', 'children': [], 'value': 'r2_qnames'},{'id': '274', 'type': 'attribute', 'children': ['275', '278']},{'id': '275', 'type': 'attribute', 'children': ['276', '277']},{'id': '276', 'type': 'identifier', 'children': [], 'value': 'pr'},{'id': '277', 'type': 'identifier', 'children': [], 'value': 'alignment'},{'id': '278', 'type': 'identifier', 'children': [], 'value': 'is_read2'},{'id': '279', 'type': 'expression_statement', 'children': ['280']},{'id': '280', 'type': 'assignment', 'children': ['281', '282']},{'id': '281', 'type': 'identifier', 'children': [], 'value': 'nts'},{'id': '282', 'type': 'subscript', 'children': ['283', '286']},{'id': '283', 'type': 'list', 'children': ['284', '285'], 'value': '[r1_nts, r2_nts]'},{'id': '284', 'type': 'identifier', 'children': [], 'value': 'r1_nts'},{'id': '285', 'type': 'identifier', 'children': [], 'value': 'r2_nts'},{'id': '286', 'type': 'attribute', 'children': ['287', '290']},{'id': '287', 'type': 'attribute', 'children': ['288', '289']},{'id': '288', 'type': 'identifier', 'children': [], 'value': 'pr'},{'id': '289', 'type': 'identifier', 'children': [], 'value': 'alignment'},{'id': '290', 'type': 'identifier', 'children': [], 'value': 'is_read2'},{'id': '291', 'type': 'expression_statement', 'children': ['292']},{'id': '292', 'type': 'assignment', 'children': ['293', '294']},{'id': '293', 'type': 'identifier', 'children': [], 'value': 'nt'},{'id': '294', 'type': 'call', 'children': ['295', '296']},{'id': '295', 'type': 'identifier', 'children': [], 'value': '_pos_nt'},{'id': '296', 'type': 'argument_list', 'children': 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'children': ['357', '358'], 'value': '[r1, r2]'},{'id': '357', 'type': 'identifier', 'children': [], 'value': 'r1'},{'id': '358', 'type': 'identifier', 'children': [], 'value': 'r2'},{'id': '359', 'type': 'keyword_argument', 'children': ['360', '361']},{'id': '360', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '361', 'type': 'list', 'children': ['362', '363'], 'value': "['R1', 'R2']"},{'id': '362', 'type': 'string', 'children': [], 'value': "'R1'"},{'id': '363', 'type': 'string', 'children': [], 'value': "'R2'"},{'id': '364', 'type': 'identifier', 'children': [], 'value': 'T'},{'id': '365', 'type': 'expression_statement', 'children': ['366']},{'id': '366', 'type': 'assignment', 'children': ['367', '368']},{'id': '367', 'type': 'identifier', 'children': [], 'value': 'singles'},{'id': '368', 'type': 'subscript', 'children': ['369', '370']},{'id': '369', 'type': 'identifier', 'children': [], 'value': 'df'},{'id': '370', 'type': 'comparison_operator', 'children': ['371', 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'type': 'identifier', 'children': [], 'value': 'doubles'},{'id': '387', 'type': 'call', 'children': ['388', '391']},{'id': '388', 'type': 'attribute', 'children': ['389', '390']},{'id': '389', 'type': 'identifier', 'children': [], 'value': 'df'},{'id': '390', 'type': 'identifier', 'children': [], 'value': 'dropna'},{'id': '391', 'type': 'argument_list', 'children': []},{'id': '392', 'type': 'expression_statement', 'children': ['393']},{'id': '393', 'type': 'assignment', 'children': ['394', '395']},{'id': '394', 'type': 'identifier', 'children': [], 'value': 'vcs'},{'id': '395', 'type': 'list', 'children': [], 'value': '[]'},{'id': '396', 'type': 'expression_statement', 'children': ['397']},{'id': '397', 'type': 'call', 'children': ['398', '401']},{'id': '398', 'type': 'attribute', 'children': ['399', '400']},{'id': '399', 'type': 'identifier', 'children': [], 'value': 'vcs'},{'id': '400', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '401', 'type': 'argument_list', 'children': ['402']},{'id': '402', 'type': 'call', 'children': ['403', '408']},{'id': '403', 'type': 'attribute', 'children': ['404', '407']},{'id': '404', 'type': 'subscript', 'children': ['405', '406']},{'id': '405', 'type': 'identifier', 'children': [], 'value': 'singles'},{'id': '406', 'type': 'string', 'children': [], 'value': "'R1'"},{'id': '407', 'type': 'identifier', 'children': [], 'value': 'value_counts'},{'id': '408', 'type': 'argument_list', 'children': []},{'id': '409', 'type': 'expression_statement', 'children': ['410']},{'id': '410', 'type': 'call', 'children': ['411', '414']},{'id': '411', 'type': 'attribute', 'children': ['412', '413']},{'id': '412', 'type': 'identifier', 'children': [], 'value': 'vcs'},{'id': '413', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '414', 'type': 'argument_list', 'children': ['415']},{'id': '415', 'type': 'call', 'children': ['416', '421']},{'id': '416', 'type': 'attribute', 'children': ['417', '420']},{'id': '417', 'type': 'subscript', 'children': ['418', '419']},{'id': '418', 'type': 'identifier', 'children': [], 'value': 'singles'},{'id': '419', 'type': 'string', 'children': [], 'value': "'R2'"},{'id': '420', 'type': 'identifier', 'children': [], 'value': 'value_counts'},{'id': '421', 'type': 'argument_list', 'children': []},{'id': '422', 'type': 'expression_statement', 'children': ['423']},{'id': '423', 'type': 'assignment', 'children': ['424', '425']},{'id': '424', 'type': 'identifier', 'children': [], 'value': 'doubles'},{'id': '425', 'type': 'subscript', 'children': ['426', '427']},{'id': '426', 'type': 'identifier', 'children': [], 'value': 'doubles'},{'id': '427', 'type': 'comparison_operator', 'children': ['428', '431'], 'value': '=='},{'id': '428', 'type': 'attribute', 'children': ['429', '430']},{'id': '429', 'type': 'identifier', 'children': [], 'value': 'doubles'},{'id': '430', 'type': 'identifier', 'children': [], 'value': 'R1'},{'id': '431', 'type': 'attribute', 'children': ['432', '433']},{'id': '432', 'type': 'identifier', 'children': [], 'value': 'doubles'},{'id': '433', 'type': 'identifier', 'children': [], 'value': 'R2'},{'id': '434', 'type': 'expression_statement', 'children': ['435']},{'id': '435', 'type': 'call', 'children': ['436', '439']},{'id': '436', 'type': 'attribute', 'children': ['437', '438']},{'id': '437', 'type': 'identifier', 'children': [], 'value': 'vcs'},{'id': '438', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '439', 'type': 'argument_list', 'children': ['440']},{'id': '440', 'type': 'call', 'children': ['441', '446']},{'id': '441', 'type': 'attribute', 'children': ['442', '445']},{'id': '442', 'type': 'attribute', 'children': ['443', '444']},{'id': '443', 'type': 'identifier', 'children': [], 'value': 'doubles'},{'id': '444', 'type': 'identifier', 'children': [], 'value': 'R1'},{'id': '445', 'type': 'identifier', 'children': [], 'value': 'value_counts'},{'id': '446', 'type': 'argument_list', 'children': []},{'id': '447', 'type': 'for_statement', 'children': ['448', '449', '450']},{'id': '448', 'type': 'identifier', 'children': [], 'value': 'vc'},{'id': '449', 'type': 'identifier', 'children': [], 'value': 'vcs'},{'id': '450', 'type': 'block', 'children': ['451']},{'id': '451', 'type': 'expression_statement', 'children': ['452']},{'id': '452', 'type': 'augmented_assignment', 'children': ['453', '467'], 'value': '+='},{'id': '453', 'type': 'subscript', 'children': ['454', '457', '464']},{'id': '454', 'type': 'attribute', 'children': ['455', '456']},{'id': '455', 'type': 'identifier', 'children': [], 'value': 'counts'},{'id': '456', 'type': 'identifier', 'children': [], 'value': 'ix'},{'id': '457', 'type': 'call', 'children': ['458', '461']},{'id': '458', 'type': 'attribute', 'children': ['459', '460']},{'id': '459', 'type': 'string', 'children': [], 'value': "'{}:{}'"},{'id': '460', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '461', 'type': 'argument_list', 'children': ['462', '463']},{'id': '462', 'type': 'identifier', 'children': [], 'value': 'chrom'},{'id': '463', 'type': 'identifier', 'children': [], 'value': 'pos'},{'id': '464', 'type': 'attribute', 'children': ['465', '466']},{'id': '465', 'type': 'identifier', 'children': [], 'value': 'vc'},{'id': '466', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '467', 'type': 'identifier', 'children': [], 'value': 'vc'},{'id': '468', 'type': 'return_statement', 'children': ['469']},{'id': '469', 'type': 'identifier', 'children': [], 'value': 'counts'}
def get_region_nt_counts(region, bam, stranded=False): if type(bam) == str: bam = pysam.AlignmentFile(bam, 'rb') if type(region) is str: r = parse_region(region) if len(r) == 3: chrom, start, end = r elif len(r) == 4: chrom, start, end, strand = r start = int(start) end = int(end) ind = ['{}:{}'.format(chrom, x) for x in range(start, end + 1)] pp = bam.pileup(region=region, truncate=True) elif type(region) is (list or tuple): chrom, start, end = region ind = ['{}:{}'.format(chrom, x) for x in range(int(start) + 1, int(end) + 1)] pp = bam.pileup(chrom, start, end, truncate=True) cols = ['A', 'T', 'C', 'G', 'N'] if stranded: cols = ['{}+'.format(x) for x in cols] + ['{}-'.format(x) for x in cols] counts = pd.DataFrame(0, index=ind, columns=cols) for pc in pp: pos = pc.reference_pos + 1 r1_qnames = [] r1_nts = [] r2_qnames = [] r2_nts = [] for pr in pc.pileups: qnames = [r1_qnames, r2_qnames][pr.alignment.is_read2] nts = [r1_nts, r2_nts][pr.alignment.is_read2] nt = _pos_nt(pr, pc.reference_pos, stranded) if nt: qnames.append(pr.alignment.qname) nts.append(nt) r1 = pd.Series(r1_nts, index=r1_qnames) r2 = pd.Series(r2_nts, index=r2_qnames) df = pd.DataFrame([r1, r2], index=['R1', 'R2']).T singles = df[df.isnull().sum(axis=1) == 1] doubles = df.dropna() vcs = [] vcs.append(singles['R1'].value_counts()) vcs.append(singles['R2'].value_counts()) doubles = doubles[doubles.R1 == doubles.R2] vcs.append(doubles.R1.value_counts()) for vc in vcs: counts.ix['{}:{}'.format(chrom, pos), vc.index] += vc return counts
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'chrom'], df.ix[i, 'start'], df.ix[i, 'end']]"},{'id': '168', 'type': 'subscript', 'children': ['169', '172', '173']},{'id': '169', 'type': 'attribute', 'children': ['170', '171']},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'df'},{'id': '171', 'type': 'identifier', 'children': [], 'value': 'ix'},{'id': '172', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '173', 'type': 'string', 'children': [], 'value': "'chrom'"},{'id': '174', 'type': 'subscript', 'children': ['175', '178', '179']},{'id': '175', 'type': 'attribute', 'children': ['176', '177']},{'id': '176', 'type': 'identifier', 'children': [], 'value': 'df'},{'id': '177', 'type': 'identifier', 'children': [], 'value': 'ix'},{'id': '178', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '179', 'type': 'string', 'children': [], 'value': "'start'"},{'id': '180', 'type': 'subscript', 'children': ['181', '184', '185']},{'id': '181', 'type': 'attribute', 'children': ['182', '183']},{'id': '182', 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'bam'},{'id': '197', 'type': 'identifier', 'children': [], 'value': 'stranded'},{'id': '198', 'type': 'expression_statement', 'children': ['199']},{'id': '199', 'type': 'assignment', 'children': ['200', '201']},{'id': '200', 'type': 'identifier', 'children': [], 'value': 'res'},{'id': '201', 'type': 'call', 'children': ['202', '205']},{'id': '202', 'type': 'attribute', 'children': ['203', '204']},{'id': '203', 'type': 'identifier', 'children': [], 'value': 'pd'},{'id': '204', 'type': 'identifier', 'children': [], 'value': 'concat'},{'id': '205', 'type': 'argument_list', 'children': ['206']},{'id': '206', 'type': 'identifier', 'children': [], 'value': 'res'},{'id': '207', 'type': 'return_statement', 'children': ['208']},{'id': '208', 'type': 'identifier', 'children': [], 'value': 'res'}
def nt_counts(bam, positions, stranded=False, vcf=False, bed=False): if not bed and not vcf: if type(positions) == pbt.bedtool.BedTool: df = positions.to_dataframe() elif positions[-4:] == '.bed': bed = True elif positions[-4:] == '.vcf': vcf = True else: sys.stderr.write('Positions must be BedTool, bed file, or vcf ' 'file.\n') if bed: df = pbt.BedTool(positions).to_dataframe() elif vcf: from variants import vcf_as_df tdf = vcf_as_df(positions) df = pd.DataFrame(index=tdf.index) df['chrom'] = tdf.CHROM df['start'] = tdf.POS - 1 df['end'] = tdf.POS res = [] for i in df.index: region = [df.ix[i, 'chrom'], df.ix[i, 'start'], df.ix[i, 'end']] res.append(get_region_nt_counts(region, bam, stranded)) res = pd.concat(res) return res
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def add_host(self, host, group_names=None, host_vars=None): gnames = group_names if group_names else [] hvars = host_vars if host_vars else {} gnames.sort() hvars[A.server.GROUP_NAMES] = gnames hvars[A.server.INV_NAME] = host hvars[A.server.INV_NAME_SHORT] = host.split('.')[0] self.groups_and_vars.merge(host, hvars) for gname in group_names: self.groups_and_vars.append(gname, host)
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def beds_to_boolean(beds, ref=None, beds_sorted=False, ref_sorted=False, **kwargs): beds = copy.deepcopy(beds) fns = [] for i,v in enumerate(beds): if type(v) == str: fns.append(v) beds[i] = pbt.BedTool(v) else: fns.append(v.fn) if not beds_sorted: beds[i] = beds[i].sort() names = _sample_names(fns, kwargs) if ref: if type(ref) == str: ref = pbt.BedTool(ref) if not ref_sorted: ref = ref.sort() else: ref = combine(beds) ind = [] for r in ref: ind.append('{}:{}-{}'.format(r.chrom, r.start, r.stop)) bdf = pd.DataFrame(0, index=ind, columns=names) for i,bed in enumerate(beds): res = ref.intersect(bed, sorted=True, wa=True) ind = [] for r in res: ind.append('{}:{}-{}'.format(r.chrom, r.start, r.stop)) bdf.ix[ind, names[i]] = 1 return bdf
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'value': 'cat'},{'id': '79', 'type': 'argument_list', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'y'},{'id': '81', 'type': 'keyword_argument', 'children': ['82', '83']},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'postmerge'},{'id': '83', 'type': 'False', 'children': []},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'beds'},{'id': '85', 'type': 'expression_statement', 'children': ['86']},{'id': '86', 'type': 'assignment', 'children': ['87', '88']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'out'},{'id': '88', 'type': 'call', 'children': ['89', '92']},{'id': '89', 'type': 'attribute', 'children': ['90', '91']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'out'},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '92', 'type': 'argument_list', 'children': []},{'id': '93', 'type': 'if_statement', 'children': ['94', '95']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'postmerge'},{'id': '95', 'type': 'block', 'children': ['96']},{'id': '96', 'type': 'expression_statement', 'children': ['97']},{'id': '97', 'type': 'assignment', 'children': ['98', '99']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'out'},{'id': '99', 'type': 'call', 'children': ['100', '103']},{'id': '100', 'type': 'attribute', 'children': ['101', '102']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'out'},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'merge'},{'id': '103', 'type': 'argument_list', 'children': []},{'id': '104', 'type': 'return_statement', 'children': ['105']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'out'}
def combine(beds, beds_sorted=False, postmerge=True): beds = copy.deepcopy(beds) for i,v in enumerate(beds): if type(v) == str: beds[i] = pbt.BedTool(v) if not beds_sorted: beds[i] = beds[i].sort() out = reduce(lambda x,y : x.cat(y, postmerge=False), beds) out = out.sort() if postmerge: out = out.merge() return out
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sanitize_config_loglevel'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'level'},{'id': '5', 'type': 'block', 'children': ['6', '8', '31', '35', '53', '64']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'string', 'children': [], 'value': "'''\n Kinda sorta backport of loglevel sanitization for Python 2.6.\n '''"},{'id': '8', 'type': 'if_statement', 'children': ['9', '28']},{'id': '9', 'type': 'boolean_operator', 'children': ['10', '21'], 'value': 'or'},{'id': '10', 'type': 'comparison_operator', 'children': ['11', '18'], 'value': '!='},{'id': '11', 'type': 'subscript', 'children': ['12', '15']},{'id': '12', 'type': 'attribute', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'sys'},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'version_info'},{'id': '15', 'type': 'slice', 'children': ['16', '17']},{'id': '16', 'type': 'colon', 'children': []},{'id': '17', 'type': 'integer', 'children': [], 'value': '2'},{'id': '18', 'type': 'tuple', 'children': ['19', '20']},{'id': '19', 'type': 'integer', 'children': [], 'value': '2'},{'id': '20', 'type': 'integer', 'children': [], 'value': '6'},{'id': '21', 'type': 'call', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '23', 'type': 'argument_list', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'level'},{'id': '25', 'type': 'tuple', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'long'},{'id': '28', 'type': 'block', 'children': ['29']},{'id': '29', 'type': 'return_statement', 'children': ['30']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'level'},{'id': '31', 'type': 'expression_statement', 'children': ['32']},{'id': '32', 'type': 'assignment', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'lvl'},{'id': '34', 'type': 'None', 'children': []},{'id': '35', 'type': 'if_statement', 'children': ['36', '41']},{'id': '36', 'type': 'call', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '38', 'type': 'argument_list', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'level'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'basestring'},{'id': '41', 'type': 'block', 'children': ['42']},{'id': '42', 'type': 'expression_statement', 'children': ['43']},{'id': '43', 'type': 'assignment', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'lvl'},{'id': '45', 'type': 'call', 'children': ['46', '51']},{'id': '46', 'type': 'attribute', 'children': ['47', '50']},{'id': '47', 'type': 'attribute', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'logging'},{'id': '49', 'type': 'identifier', 'children': [], 'value': '_levelNames'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '51', 'type': 'argument_list', 'children': ['52']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'level'},{'id': '53', 'type': 'if_statement', 'children': ['54', '56']},{'id': '54', 'type': 'not_operator', 'children': ['55']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'lvl'},{'id': '56', 'type': 'block', 'children': ['57']},{'id': '57', 'type': 'raise_statement', 'children': ['58']},{'id': '58', 'type': 'call', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '60', 'type': 'argument_list', 'children': ['61']},{'id': '61', 'type': 'binary_operator', 'children': ['62', '63'], 'value': '%'},{'id': '62', 'type': 'string', 'children': [], 'value': "'Invalid log level, %s'"},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'level'},{'id': '64', 'type': 'return_statement', 'children': ['65']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'lvl'}
def sanitize_config_loglevel(level): ''' Kinda sorta backport of loglevel sanitization for Python 2.6. ''' if sys.version_info[:2] != (2, 6) or isinstance(level, (int, long)): return level lvl = None if isinstance(level, basestring): lvl = logging._levelNames.get(level) if not lvl: raise ValueError('Invalid log level, %s' % level) return lvl
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'prt_js'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'js'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'sort_keys'},{'id': '7', 'type': 'True', 'children': []},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'indent'},{'id': '10', 'type': 'integer', 'children': [], 'value': '4'},{'id': '11', 'type': 'block', 'children': ['12']},{'id': '12', 'type': 'expression_statement', 'children': ['13']},{'id': '13', 'type': 'call', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '15', 'type': 'argument_list', 'children': ['16']},{'id': '16', 'type': 'call', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'js2str'},{'id': '18', 'type': 'argument_list', 'children': ['19', '20', '21']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'js'},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'sort_keys'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'indent'}
def prt_js(js, sort_keys=True, indent=4): print(js2str(js, sort_keys, indent))
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '17']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'find_field_names'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11', '14']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'fields'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'model'},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'DEFAULT_MODEL'},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'app'},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'DEFAULT_APP'},{'id': '11', 'type': 'default_parameter', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'score_cutoff'},{'id': '13', 'type': 'integer', 'children': [], 'value': '50'},{'id': '14', 'type': 'default_parameter', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'pad_with_none'},{'id': '16', 'type': 'False', 'children': []},{'id': '17', 'type': 'block', 'children': ['18', '27', '35', '45', '49', '96']},{'id': '18', 'type': 'expression_statement', 'children': ['19']},{'id': '19', 'type': 'assignment', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'fields'},{'id': '21', 'type': 'call', 'children': ['22', '25']},{'id': '22', 'type': 'attribute', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'util'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'listify'},{'id': '25', 'type': 'argument_list', 'children': ['26']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'fields'},{'id': '27', 'type': 'expression_statement', 'children': ['28']},{'id': '28', 'type': 'assignment', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'model'},{'id': '30', 'type': 'call', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'get_model'},{'id': '32', 'type': 'argument_list', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'model'},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'app'},{'id': '35', 'type': 'expression_statement', 'children': ['36']},{'id': '36', 'type': 'assignment', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'available_field_names'},{'id': '38', 'type': 'call', 'children': ['39', '44']},{'id': '39', 'type': 'attribute', 'children': ['40', '43']},{'id': '40', 'type': 'attribute', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'model'},{'id': '42', 'type': 'identifier', 'children': [], 'value': '_meta'},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'get_all_field_names'},{'id': '44', 'type': 'argument_list', 'children': []},{'id': '45', 'type': 'expression_statement', 'children': ['46']},{'id': '46', 'type': 'assignment', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'matched_fields'},{'id': '48', 'type': 'list', 'children': [], 'value': '[]'},{'id': '49', 'type': 'for_statement', 'children': ['50', '51', '52']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'field_name'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'fields'},{'id': '52', 'type': 'block', 'children': ['53', '66']},{'id': '53', 'type': 'expression_statement', 'children': ['54']},{'id': '54', 'type': 'assignment', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'match'},{'id': '56', 'type': 'call', 'children': ['57', '60']},{'id': '57', 'type': 'attribute', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'fuzzy'},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'extractOne'},{'id': '60', 'type': 'argument_list', 'children': ['61', '65']},{'id': '61', 'type': 'call', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '63', 'type': 'argument_list', 'children': ['64']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'field_name'},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'available_field_names'},{'id': '66', 'type': 'if_statement', 'children': ['67', '80', '88']},{'id': '67', 'type': 'boolean_operator', 'children': ['68', '75'], 'value': 'and'},{'id': '68', 'type': 'boolean_operator', 'children': ['69', '70'], 'value': 'and'},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'match'},{'id': '70', 'type': 'comparison_operator', 'children': ['71', '74'], 'value': 'is'},{'id': '71', 'type': 'subscript', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'match'},{'id': '73', 'type': 'integer', 'children': [], 'value': '1'},{'id': '74', 'type': 'None', 'children': []},{'id': '75', 'type': 'comparison_operator', 'children': ['76', '79'], 'value': '>='},{'id': '76', 'type': 'subscript', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'match'},{'id': '78', 'type': 'integer', 'children': [], 'value': '1'},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'score_cutoff'},{'id': '80', 'type': 'block', 'children': ['81']},{'id': '81', 'type': 'expression_statement', 'children': ['82']},{'id': '82', 'type': 'augmented_assignment', 'children': ['83', '84'], 'value': '+='},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'matched_fields'},{'id': '84', 'type': 'list', 'children': ['85'], 'value': '[match[0]]'},{'id': '85', 'type': 'subscript', 'children': ['86', '87']},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'match'},{'id': '87', 'type': 'integer', 'children': [], 'value': '0'},{'id': '88', 'type': 'elif_clause', 'children': ['89', '90']},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'pad_with_none'},{'id': '90', 'type': 'block', 'children': ['91']},{'id': '91', 'type': 'expression_statement', 'children': ['92']},{'id': '92', 'type': 'augmented_assignment', 'children': ['93', '94'], 'value': '+='},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'matched_fields'},{'id': '94', 'type': 'list', 'children': ['95'], 'value': '[None]'},{'id': '95', 'type': 'None', 'children': []},{'id': '96', 'type': 'return_statement', 'children': ['97']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'matched_fields'}
def find_field_names(fields, model=DEFAULT_MODEL, app=DEFAULT_APP, score_cutoff=50, pad_with_none=False): fields = util.listify(fields) model = get_model(model, app) available_field_names = model._meta.get_all_field_names() matched_fields = [] for field_name in fields: match = fuzzy.extractOne(str(field_name), available_field_names) if match and match[1] is not None and match[1] >= score_cutoff: matched_fields += [match[0]] elif pad_with_none: matched_fields += [None] return matched_fields
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '34']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'lagged_in_date'},{'id': '3', 'type': 'parameters', 'children': ['4', '7', '10', '13', '16', '19', '22', '25', '28', '31']},{'id': '4', 'type': 'default_parameter', 'children': ['5', '6']},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '6', 'type': 'None', 'children': []},{'id': '7', 'type': 'default_parameter', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'y'},{'id': '9', 'type': 'None', 'children': []},{'id': '10', 'type': 'default_parameter', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'filter_dict'},{'id': '12', 'type': 'None', 'children': []},{'id': '13', 'type': 'default_parameter', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'model'},{'id': '15', 'type': 'string', 'children': [], 'value': "'WikiItem'"},{'id': '16', 'type': 'default_parameter', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'app'},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'DEFAULT_APP'},{'id': '19', 'type': 'default_parameter', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '21', 'type': 'True', 'children': []},{'id': '22', 'type': 'default_parameter', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'limit'},{'id': '24', 'type': 'integer', 'children': [], 'value': '30000'},{'id': '25', 'type': 'default_parameter', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'lag'},{'id': '27', 'type': 'integer', 'children': [], 'value': '1'},{'id': '28', 'type': 'default_parameter', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'pad'},{'id': '30', 'type': 'integer', 'children': [], 'value': '0'},{'id': '31', 'type': 'default_parameter', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'truncate'},{'id': '33', 'type': 'True', 'children': []},{'id': '34', 'type': 'block', 'children': ['35', '44', '87', '161', '235']},{'id': '35', 'type': 'expression_statement', 'children': ['36']},{'id': '36', 'type': 'assignment', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'lag'},{'id': '38', 'type': 'call', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '40', 'type': 'argument_list', 'children': ['41']},{'id': '41', 'type': 'boolean_operator', 'children': ['42', '43'], 'value': 'or'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'lag'},{'id': '43', 'type': 'integer', 'children': [], 'value': '0'},{'id': '44', 'type': 'if_statement', 'children': ['45', '56']},{'id': '45', 'type': 'boolean_operator', 'children': ['46', '51'], 'value': 'and'},{'id': '46', 'type': 'call', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '48', 'type': 'argument_list', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'basestring'},{'id': '51', 'type': 'call', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '53', 'type': 'argument_list', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'y'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'basestring'},{'id': '56', 'type': 'block', 'children': ['57']},{'id': '57', 'type': 'expression_statement', 'children': ['58']},{'id': '58', 'type': 'assignment', 'children': ['59', '62']},{'id': '59', 'type': 'pattern_list', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'y'},{'id': '62', 'type': 'call', 'children': ['63', '64']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'sequence_from_filter_spec'},{'id': '64', 'type': 'argument_list', 'children': ['65', '74', '75', '78', '81', '84']},{'id': '65', 'type': 'list', 'children': ['66', '70'], 'value': '[find_synonymous_field(x), find_synonymous_field(y)]'},{'id': '66', 'type': 'call', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'find_synonymous_field'},{'id': '68', 'type': 'argument_list', 'children': ['69']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '70', 'type': 'call', 'children': ['71', '72']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'find_synonymous_field'},{'id': '72', 'type': 'argument_list', 'children': ['73']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'y'},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'filter_dict'},{'id': '75', 'type': 'keyword_argument', 'children': ['76', '77']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'model'},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'model'},{'id': '78', 'type': 'keyword_argument', 'children': ['79', '80']},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'app'},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'app'},{'id': '81', 'type': 'keyword_argument', 'children': ['82', '83']},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '84', 'type': 'keyword_argument', 'children': ['85', '86']},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'limit'},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'limit'},{'id': '87', 'type': 'if_statement', 'children': ['88', '99']},{'id': '88', 'type': 'boolean_operator', 'children': ['89', '90'], 'value': 'and'},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'y'},{'id': '90', 'type': 'comparison_operator', 'children': ['91', '95'], 'value': '=='},{'id': '91', 'type': 'call', 'children': ['92', '93']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '93', 'type': 'argument_list', 'children': ['94']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'y'},{'id': '95', 'type': 'call', 'children': ['96', '97']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '97', 'type': 'argument_list', 'children': ['98']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '99', 'type': 'block', 'children': ['100', '145']},{'id': '100', 'type': 'if_statement', 'children': ['101', '102']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '102', 'type': 'block', 'children': ['103', '125']},{'id': '103', 'type': 'expression_statement', 'children': ['104']},{'id': '104', 'type': 'assignment', 'children': ['105', '106']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'xy'},{'id': '106', 'type': 'call', 'children': ['107', '108']},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '108', 'type': 'argument_list', 'children': ['109', '114']},{'id': '109', 'type': 'call', 'children': ['110', '111']},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'zip'},{'id': '111', 'type': 'argument_list', 'children': ['112', '113']},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'y'},{'id': '114', 'type': 'keyword_argument', 'children': ['115', '116']},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '116', 'type': 'call', 'children': ['117', '118']},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'bool'},{'id': '118', 'type': 'argument_list', 'children': ['119']},{'id': '119', 'type': 'comparison_operator', 'children': ['120', '124'], 'value': '<'},{'id': '120', 'type': 'call', 'children': ['121', '122']},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '122', 'type': 'argument_list', 'children': ['123']},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '124', 'type': 'integer', 'children': [], 'value': '0'},{'id': '125', 'type': 'expression_statement', 'children': ['126']},{'id': '126', 'type': 'assignment', 'children': ['127', '130']},{'id': '127', 'type': 'pattern_list', 'children': ['128', '129']},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'y'},{'id': '130', 'type': 'expression_list', 'children': ['131', '138']},{'id': '131', 'type': 'list_comprehension', 'children': ['132', '133']},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'col1'},{'id': '133', 'type': 'for_in_clause', 'children': ['134', '137']},{'id': '134', 'type': 'pattern_list', 'children': ['135', '136']},{'id': '135', 'type': 'identifier', 'children': [], 'value': 'col1'},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'col2'},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'xy'},{'id': '138', 'type': 'list_comprehension', 'children': ['139', '140']},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'col2'},{'id': '140', 'type': 'for_in_clause', 'children': ['141', '144']},{'id': '141', 'type': 'pattern_list', 'children': ['142', '143']},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'col1'},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'col2'},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'xy'},{'id': '145', 'type': 'return_statement', 'children': ['146']},{'id': '146', 'type': 'expression_list', 'children': ['147', '148']},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '148', 'type': 'call', 'children': ['149', '150']},{'id': '149', 'type': 'identifier', 'children': [], 'value': 'lagged_seq'},{'id': '150', 'type': 'argument_list', 'children': ['151', '152', '155', '158']},{'id': '151', 'type': 'identifier', 'children': [], 'value': 'y'},{'id': '152', 'type': 'keyword_argument', 'children': ['153', '154']},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'lag'},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'lag'},{'id': '155', 'type': 'keyword_argument', 'children': ['156', '157']},{'id': '156', 'type': 'identifier', 'children': [], 'value': 'pad'},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'pad'},{'id': '158', 'type': 'keyword_argument', 'children': ['159', '160']},{'id': '159', 'type': 'identifier', 'children': [], 'value': 'truncate'},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'truncate'},{'id': '161', 'type': 'if_statement', 'children': ['162', '181']},{'id': '162', 'type': 'boolean_operator', 'children': ['163', '169'], 'value': 'and'},{'id': '163', 'type': 'boolean_operator', 'children': ['164', '165'], 'value': 'and'},{'id': '164', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '165', 'type': 'call', 'children': ['166', '167']},{'id': '166', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '167', 'type': 'argument_list', 'children': ['168']},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '169', 'type': 'comparison_operator', 'children': ['170', '171', '175'], 'value': '=='},{'id': '170', 'type': 'integer', 'children': [], 'value': '2'},{'id': '171', 'type': 'call', 'children': ['172', '173']},{'id': '172', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '173', 'type': 'argument_list', 'children': ['174']},{'id': '174', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '175', 'type': 'call', 'children': ['176', '177']},{'id': '176', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '177', 'type': 'argument_list', 'children': ['178']},{'id': '178', 'type': 'subscript', 'children': ['179', '180']},{'id': '179', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '180', 'type': 'integer', 'children': [], 'value': '0'},{'id': '181', 'type': 'block', 'children': ['182', '206']},{'id': '182', 'type': 'expression_statement', 'children': ['183']},{'id': '183', 'type': 'assignment', 'children': ['184', '187']},{'id': '184', 'type': 'pattern_list', 'children': ['185', '186']},{'id': '185', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '186', 'type': 'identifier', 'children': [], 'value': 'y'},{'id': '187', 'type': 'expression_list', 'children': ['188', '191']},{'id': '188', 'type': 'subscript', 'children': ['189', '190']},{'id': '189', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '190', 'type': 'integer', 'children': [], 'value': '0'},{'id': '191', 'type': 'call', 'children': ['192', '193']},{'id': '192', 'type': 'identifier', 'children': [], 'value': 'lagged_seq'},{'id': '193', 'type': 'argument_list', 'children': ['194', '197', '200', '203']},{'id': '194', 'type': 'subscript', 'children': ['195', '196']},{'id': '195', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '196', 'type': 'integer', 'children': [], 'value': '1'},{'id': '197', 'type': 'keyword_argument', 'children': ['198', '199']},{'id': '198', 'type': 'identifier', 'children': [], 'value': 'lag'},{'id': '199', 'type': 'identifier', 'children': [], 'value': 'lag'},{'id': '200', 'type': 'keyword_argument', 'children': ['201', '202']},{'id': '201', 'type': 'identifier', 'children': [], 'value': 'pad'},{'id': '202', 'type': 'identifier', 'children': [], 'value': 'pad'},{'id': '203', 'type': 'keyword_argument', 'children': ['204', '205']},{'id': '204', 'type': 'identifier', 'children': [], 'value': 'truncate'},{'id': '205', 'type': 'identifier', 'children': [], 'value': 'truncate'},{'id': '206', 'type': 'if_statement', 'children': ['207', '208']},{'id': '207', 'type': 'identifier', 'children': [], 'value': 'truncate'},{'id': '208', 'type': 'block', 'children': ['209', '212']},{'id': '209', 'type': 'print_statement', 'children': ['210', '211']},{'id': '210', 'type': 'identifier', 'children': [], 'value': 'truncate'},{'id': '211', 'type': 'identifier', 'children': [], 'value': 'lag'},{'id': '212', 'type': 'if_statement', 'children': ['213', '216', '225']},{'id': '213', 'type': 'comparison_operator', 'children': ['214', '215'], 'value': '>='},{'id': '214', 'type': 'identifier', 'children': [], 'value': 'lag'},{'id': '215', 'type': 'integer', 'children': [], 'value': '0'},{'id': '216', 'type': 'block', 'children': ['217']},{'id': '217', 'type': 'expression_statement', 'children': ['218']},{'id': '218', 'type': 'assignment', 'children': ['219', '220']},{'id': '219', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '220', 'type': 'subscript', 'children': ['221', '222']},{'id': '221', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '222', 'type': 'slice', 'children': ['223', '224']},{'id': '223', 'type': 'identifier', 'children': [], 'value': 'lag'},{'id': '224', 'type': 'colon', 'children': []},{'id': '225', 'type': 'else_clause', 'children': ['226']},{'id': '226', 'type': 'block', 'children': ['227']},{'id': '227', 'type': 'expression_statement', 'children': ['228']},{'id': '228', 'type': 'assignment', 'children': ['229', '230']},{'id': '229', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '230', 'type': 'subscript', 'children': ['231', '232']},{'id': '231', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '232', 'type': 'slice', 'children': ['233', '234']},{'id': '233', 'type': 'colon', 'children': []},{'id': '234', 'type': 'identifier', 'children': [], 'value': 'lag'},{'id': '235', 'type': 'return_statement', 'children': ['236']},{'id': '236', 'type': 'expression_list', 'children': ['237', '238']},{'id': '237', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '238', 'type': 'identifier', 'children': [], 'value': 'y'}
def lagged_in_date(x=None, y=None, filter_dict=None, model='WikiItem', app=DEFAULT_APP, sort=True, limit=30000, lag=1, pad=0, truncate=True): lag = int(lag or 0) if isinstance(x, basestring) and isinstance(y, basestring): x, y = sequence_from_filter_spec([find_synonymous_field(x), find_synonymous_field(y)], filter_dict, model=model, app=app, sort=sort, limit=limit) if y and len(y) == len(x): if sort: xy = sorted(zip(x,y), reverse=bool(int(sort) < 0)) x, y = [col1 for col1, col2 in xy], [col2 for col1, col2 in xy] return x, lagged_seq(y, lag=lag, pad=pad, truncate=truncate) if x and len(x) and 2 == len(x) <= len(x[0]): x, y = x[0], lagged_seq(x[1], lag=lag, pad=pad, truncate=truncate) if truncate: print truncate, lag if lag >= 0: x = x[lag:] else: x = x[:lag] return x, y
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '12']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'percentile'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'sorted_list'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'percent'},{'id': '6', 'type': 'default_parameter', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '8', 'type': 'lambda', 'children': ['9', '11']},{'id': '9', 'type': 'lambda_parameters', 'children': ['10']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '12', 'type': 'block', 'children': ['13', '19', '32', '44', '51', '57', '85']},{'id': '13', 'type': 'if_statement', 'children': ['14', '16']},{'id': '14', 'type': 'not_operator', 'children': ['15']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'sorted_list'},{'id': '16', 'type': 'block', 'children': ['17']},{'id': '17', 'type': 'return_statement', 'children': ['18']},{'id': '18', 'type': 'None', 'children': []},{'id': '19', 'type': 'if_statement', 'children': ['20', '23']},{'id': '20', 'type': 'comparison_operator', 'children': ['21', '22'], 'value': '=='},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'percent'},{'id': '22', 'type': 'integer', 'children': [], 'value': '1'},{'id': '23', 'type': 'block', 'children': ['24']},{'id': '24', 'type': 'return_statement', 'children': ['25']},{'id': '25', 'type': 'call', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'float'},{'id': '27', 'type': 'argument_list', 'children': ['28']},{'id': '28', 'type': 'subscript', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'sorted_list'},{'id': '30', 'type': 'unary_operator', 'children': ['31'], 'value': '-'},{'id': '31', 'type': 'integer', 'children': [], 'value': '1'},{'id': '32', 'type': 'if_statement', 'children': ['33', '36']},{'id': '33', 'type': 'comparison_operator', 'children': ['34', '35'], 'value': '=='},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'percent'},{'id': '35', 'type': 'integer', 'children': [], 'value': '0'},{'id': '36', 'type': 'block', 'children': ['37']},{'id': '37', 'type': 'return_statement', 'children': ['38']},{'id': '38', 'type': 'call', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'float'},{'id': '40', 'type': 'argument_list', 'children': ['41']},{'id': '41', 'type': 'subscript', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'sorted_list'},{'id': '43', 'type': 'integer', 'children': [], 'value': '0'},{'id': '44', 'type': 'expression_statement', 'children': ['45']},{'id': '45', 'type': 'assignment', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'n'},{'id': '47', 'type': 'call', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '49', 'type': 'argument_list', 'children': ['50']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'sorted_list'},{'id': '51', 'type': 'expression_statement', 'children': ['52']},{'id': '52', 'type': 'assignment', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '54', 'type': 'binary_operator', 'children': ['55', '56'], 'value': '*'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'percent'},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'n'},{'id': '57', 'type': 'if_statement', 'children': ['58', '64']},{'id': '58', 'type': 'comparison_operator', 'children': ['59', '63'], 'value': '=='},{'id': '59', 'type': 'call', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'ceil'},{'id': '61', 'type': 'argument_list', 'children': ['62']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '64', 'type': 'block', 'children': ['65', '72']},{'id': '65', 'type': 'expression_statement', 'children': ['66']},{'id': '66', 'type': 'assignment', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '68', 'type': 'call', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '70', 'type': 'argument_list', 'children': ['71']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '72', 'type': 'return_statement', 'children': ['73']},{'id': '73', 'type': 'binary_operator', 'children': ['74', '84'], 'value': '/'},{'id': '74', 'type': '()', 'children': ['75']},{'id': '75', 'type': 'binary_operator', 'children': ['76', '81'], 'value': '+'},{'id': '76', 'type': 'subscript', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'sorted_list'},{'id': '78', 'type': 'binary_operator', 'children': ['79', '80'], 'value': '-'},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '80', 'type': 'integer', 'children': [], 'value': '1'},{'id': '81', 'type': 'subscript', 'children': ['82', '83']},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'sorted_list'},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '84', 'type': 'integer', 'children': [], 'value': '2'},{'id': '85', 'type': 'return_statement', 'children': ['86']},{'id': '86', 'type': 'call', 'children': ['87', '88']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'float'},{'id': '88', 'type': 'argument_list', 'children': ['89']},{'id': '89', 'type': 'subscript', 'children': ['90', '91']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'sorted_list'},{'id': '91', 'type': 'binary_operator', 'children': ['92', '96'], 'value': '-'},{'id': '92', 'type': 'call', 'children': ['93', '94']},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'ceil'},{'id': '94', 'type': 'argument_list', 'children': ['95']},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '96', 'type': 'integer', 'children': [], 'value': '1'}
def percentile(sorted_list, percent, key=lambda x: x): if not sorted_list: return None if percent == 1: return float(sorted_list[-1]) if percent == 0: return float(sorted_list[0]) n = len(sorted_list) i = percent * n if ceil(i) == i: i = int(i) return (sorted_list[i-1] + sorted_list[i]) / 2 return float(sorted_list[ceil(i)-1])
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'tags'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'block', 'children': ['6', '8', '21', '30', '43', '56', '64']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'string', 'children': [], 'value': "'''Return a list of all tags that have this semantic tag, sorted by name.\n\t\t:rtype: list of ckan.model.tag.Tag objects\n\t\t'''"},{'id': '8', 'type': 'expression_statement', 'children': ['9']},{'id': '9', 'type': 'assignment', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'q'},{'id': '11', 'type': 'call', 'children': ['12', '17']},{'id': '12', 'type': 'attribute', 'children': ['13', '16']},{'id': '13', 'type': 'attribute', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'meta'},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'Session'},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '17', 'type': 'argument_list', 'children': ['18']},{'id': '18', 'type': 'attribute', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': '_tag'},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'Tag'},{'id': '21', 'type': 'expression_statement', 'children': ['22']},{'id': '22', 'type': 'assignment', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'q'},{'id': '24', 'type': 'call', 'children': ['25', '28']},{'id': '25', 'type': 'attribute', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'q'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '28', 'type': 'argument_list', 'children': ['29']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'TagSemanticTag'},{'id': '30', 'type': 'expression_statement', 'children': ['31']},{'id': '31', 'type': 'assignment', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'q'},{'id': '33', 'type': 'call', 'children': ['34', '37']},{'id': '34', 'type': 'attribute', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'q'},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'filter_by'},{'id': '37', 'type': 'argument_list', 'children': ['38']},{'id': '38', 'type': 'keyword_argument', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'tag_id'},{'id': '40', 'type': 'attribute', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'id'},{'id': '43', 'type': 'expression_statement', 'children': ['44']},{'id': '44', 'type': 'assignment', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'q'},{'id': '46', 'type': 'call', 'children': ['47', '50']},{'id': '47', 'type': 'attribute', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'q'},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'order_by'},{'id': '50', 'type': 'argument_list', 'children': ['51']},{'id': '51', 'type': 'attribute', 'children': ['52', '55']},{'id': '52', 'type': 'attribute', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': '_tag'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'Tag'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '56', 'type': 'expression_statement', 'children': ['57']},{'id': '57', 'type': 'assignment', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'tags'},{'id': '59', 'type': 'call', 'children': ['60', '63']},{'id': '60', 'type': 'attribute', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'q'},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'all'},{'id': '63', 'type': 'argument_list', 'children': []},{'id': '64', 'type': 'return_statement', 'children': ['65']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'tags'}
def tags(self): '''Return a list of all tags that have this semantic tag, sorted by name. :rtype: list of ckan.model.tag.Tag objects ''' q = meta.Session.query(_tag.Tag) q = q.join(TagSemanticTag) q = q.filter_by(tag_id=self.id) q = q.order_by(_tag.Tag.name) tags = q.all() return tags
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'ERROR', 'children': ['2', '178', '195', '203', '213']},{'id': '2', 'type': 'function_definition', 'children': ['3', '4', '10']},{'id': '3', 'type': 'function_name', 'children': [], 'value': 'make_feature_bed'},{'id': '4', 'type': 'parameters', 'children': ['5', '6', '7']},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'gtf'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'feature'},{'id': '7', 'type': 'default_parameter', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'out'},{'id': '9', 'type': 'None', 'children': []},{'id': '10', 'type': 'block', 'children': ['11', '15']},{'id': '11', 'type': 'expression_statement', 'children': ['12']},{'id': '12', 'type': 'assignment', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'bed_lines'},{'id': '14', 'type': 'list', 'children': [], 'value': '[]'},{'id': '15', 'type': 'with_statement', 'children': ['16', '25']},{'id': '16', 'type': 'with_clause', 'children': ['17']},{'id': '17', 'type': 'with_item', 'children': ['18']},{'id': '18', 'type': 'as_pattern', 'children': ['19', '23']},{'id': '19', 'type': 'call', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'open'},{'id': '21', 'type': 'argument_list', 'children': ['22']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'gtf'},{'id': '23', 'type': 'as_pattern_target', 'children': ['24']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '25', 'type': 'block', 'children': ['26', '38', '166']},{'id': '26', 'type': 'expression_statement', 'children': ['27']},{'id': '27', 'type': 'assignment', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'line'},{'id': '29', 'type': 'call', 'children': ['30', '37']},{'id': '30', 'type': 'attribute', 'children': ['31', '36']},{'id': '31', 'type': 'call', 'children': ['32', '35']},{'id': '32', 'type': 'attribute', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'readline'},{'id': '35', 'type': 'argument_list', 'children': []},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'strip'},{'id': '37', 'type': 'argument_list', 'children': []},{'id': '38', 'type': 'while_statement', 'children': ['39', '42', '49']},{'id': '39', 'type': 'comparison_operator', 'children': ['40', '41'], 'value': '!='},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'line'},{'id': '41', 'type': 'string', 'children': [], 'value': "''"},{'id': '42', 'type': 'ERROR', 'children': ['43', '46', '47']},{'id': '43', 'type': 'subscript', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'line'},{'id': '45', 'type': 'integer', 'children': [], 'value': '0'},{'id': '46', 'type': 'string', 'children': [], 'value': "'\n line = line.split('"},{'id': '47', 'type': 'ERROR', 'children': ['48']},{'id': '48', 'type': 'escape_sequence', 'children': [], 'value': '\\t'},{'id': '49', 'type': 'block', 'children': ['50']},{'id': '50', 'type': 'if_statement', 'children': ['51', '56']},{'id': '51', 'type': 'comparison_operator', 'children': ['52', '55'], 'value': '=='},{'id': '52', 'type': 'subscript', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'line'},{'id': '54', 'type': 'integer', 'children': [], 'value': '2'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'feature'},{'id': '56', 'type': 'block', 'children': ['57', '63', '77', '83', '140', '146']},{'id': '57', 'type': 'expression_statement', 'children': ['58']},{'id': '58', 'type': 'assignment', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'chrom'},{'id': '60', 'type': 'subscript', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'line'},{'id': '62', 'type': 'integer', 'children': [], 'value': '0'},{'id': '63', 'type': 'expression_statement', 'children': ['64']},{'id': '64', 'type': 'assignment', 'children': ['65', '66']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '66', 'type': 'call', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '68', 'type': 'argument_list', 'children': ['69']},{'id': '69', 'type': 'binary_operator', 'children': ['70', '76'], 'value': '-'},{'id': '70', 'type': 'call', 'children': ['71', '72']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '72', 'type': 'argument_list', 'children': ['73']},{'id': '73', 'type': 'subscript', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'line'},{'id': '75', 'type': 'integer', 'children': [], 'value': '3'},{'id': '76', 'type': 'integer', 'children': [], 'value': '1'},{'id': '77', 'type': 'expression_statement', 'children': ['78']},{'id': '78', 'type': 'assignment', 'children': ['79', '80']},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '80', 'type': 'subscript', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'line'},{'id': '82', 'type': 'integer', 'children': [], 'value': '4'},{'id': '83', 'type': 'if_statement', 'children': ['84', '87', '113']},{'id': '84', 'type': 'comparison_operator', 'children': ['85', '86'], 'value': '=='},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'feature'},{'id': '86', 'type': 'string', 'children': [], 'value': "'gene'"},{'id': '87', 'type': 'block', 'children': ['88']},{'id': '88', 'type': 'expression_statement', 'children': ['89']},{'id': '89', 'type': 'assignment', 'children': ['90', '91']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '91', 'type': 'call', 'children': ['92', '111']},{'id': '92', 'type': 'attribute', 'children': ['93', '110']},{'id': '93', 'type': 'subscript', 'children': ['94', '109']},{'id': '94', 'type': 'call', 'children': ['95', '107']},{'id': '95', 'type': 'attribute', 'children': ['96', '106']},{'id': '96', 'type': 'subscript', 'children': ['97', '105']},{'id': '97', 'type': 'call', 'children': ['98', '103']},{'id': '98', 'type': 'attribute', 'children': ['99', '102']},{'id': '99', 'type': 'subscript', 'children': ['100', '101']},{'id': '100', 'type': 'identifier', 'children': [], 'value': 'line'},{'id': '101', 'type': 'integer', 'children': [], 'value': '8'},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'split'},{'id': '103', 'type': 'argument_list', 'children': ['104']},{'id': '104', 'type': 'string', 'children': [], 'value': "';'"},{'id': '105', 'type': 'integer', 'children': [], 'value': '0'},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'split'},{'id': '107', 'type': 'argument_list', 'children': ['108']},{'id': '108', 'type': 'string', 'children': [], 'value': "' '"},{'id': '109', 'type': 'integer', 'children': [], 'value': '1'},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'strip'},{'id': '111', 'type': 'argument_list', 'children': ['112']},{'id': '112', 'type': 'string', 'children': [], 'value': '\'"\''},{'id': '113', 'type': 'else_clause', 'children': ['114']},{'id': '114', 'type': 'block', 'children': ['115']},{'id': '115', 'type': 'expression_statement', 'children': ['116']},{'id': '116', 'type': 'assignment', 'children': ['117', '118']},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '118', 'type': 'call', 'children': ['119', '138']},{'id': '119', 'type': 'attribute', 'children': ['120', '137']},{'id': '120', 'type': 'subscript', 'children': ['121', '136']},{'id': '121', 'type': 'call', 'children': ['122', '134']},{'id': '122', 'type': 'attribute', 'children': ['123', '133']},{'id': '123', 'type': 'subscript', 'children': ['124', '132']},{'id': '124', 'type': 'call', 'children': ['125', '130']},{'id': '125', 'type': 'attribute', 'children': ['126', '129']},{'id': '126', 'type': 'subscript', 'children': ['127', '128']},{'id': '127', 'type': 'identifier', 'children': [], 'value': 'line'},{'id': '128', 'type': 'integer', 'children': [], 'value': '8'},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'split'},{'id': '130', 'type': 'argument_list', 'children': ['131']},{'id': '131', 'type': 'string', 'children': [], 'value': "';'"},{'id': '132', 'type': 'integer', 'children': [], 'value': '1'},{'id': '133', 'type': 'identifier', 'children': [], 'value': 'split'},{'id': '134', 'type': 'argument_list', 'children': ['135']},{'id': '135', 'type': 'string', 'children': [], 'value': "' '"},{'id': '136', 'type': 'integer', 'children': [], 'value': '2'},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'strip'},{'id': '138', 'type': 'argument_list', 'children': ['139']},{'id': '139', 'type': 'string', 'children': [], 'value': '\'"\''},{'id': '140', 'type': 'expression_statement', 'children': ['141']},{'id': '141', 'type': 'assignment', 'children': ['142', '143']},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'strand'},{'id': '143', 'type': 'subscript', 'children': ['144', '145']},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'line'},{'id': '145', 'type': 'integer', 'children': [], 'value': '6'},{'id': '146', 'type': 'expression_statement', 'children': ['147']},{'id': '147', 'type': 'call', 'children': ['148', '151']},{'id': '148', 'type': 'attribute', 'children': ['149', '150']},{'id': '149', 'type': 'identifier', 'children': [], 'value': 'bed_lines'},{'id': '150', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '151', 'type': 'argument_list', 'children': ['152']},{'id': '152', 'type': 'binary_operator', 'children': ['153', '165'], 'value': '+'},{'id': '153', 'type': 'call', 'children': ['154', '157']},{'id': '154', 'type': 'attribute', 'children': ['155', '156']},{'id': '155', 'type': 'string', 'children': [], 'value': "'\\t'"},{'id': '156', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '157', 'type': 'argument_list', 'children': ['158']},{'id': '158', 'type': 'list', 'children': ['159', '160', '161', '162', '163', '164'], 'value': "[chrom, start, end, name, '.',\n strand]"},{'id': '159', 'type': 'identifier', 'children': [], 'value': 'chrom'},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '161', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '162', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '163', 'type': 'string', 'children': [], 'value': "'.'"},{'id': '164', 'type': 'identifier', 'children': [], 'value': 'strand'},{'id': '165', 'type': 'string', 'children': [], 'value': "'\\n'"},{'id': '166', 'type': 'expression_statement', 'children': ['167']},{'id': '167', 'type': 'assignment', 'children': ['168', '169']},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'line'},{'id': '169', 'type': 'call', 'children': ['170', '177']},{'id': '170', 'type': 'attribute', 'children': ['171', '176']},{'id': '171', 'type': 'call', 'children': ['172', '175']},{'id': '172', 'type': 'attribute', 'children': ['173', '174']},{'id': '173', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '174', 'type': 'identifier', 'children': [], 'value': 'readline'},{'id': '175', 'type': 'argument_list', 'children': []},{'id': '176', 'type': 'identifier', 'children': [], 'value': 'strip'},{'id': '177', 'type': 'argument_list', 'children': []},{'id': '178', 'type': 'expression_statement', 'children': ['179']},{'id': '179', 'type': 'assignment', 'children': ['180', '181']},{'id': '180', 'type': 'identifier', 'children': [], 'value': 'bt'},{'id': '181', 'type': 'call', 'children': ['182', '185']},{'id': '182', 'type': 'attribute', 'children': ['183', '184']},{'id': '183', 'type': 'identifier', 'children': [], 'value': 'pbt'},{'id': '184', 'type': 'identifier', 'children': [], 'value': 'BedTool'},{'id': '185', 'type': 'argument_list', 'children': ['186', '192']},{'id': '186', 'type': 'call', 'children': ['187', '190']},{'id': '187', 'type': 'attribute', 'children': ['188', '189']},{'id': '188', 'type': 'string', 'children': [], 'value': "''"},{'id': '189', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '190', 'type': 'argument_list', 'children': ['191']},{'id': '191', 'type': 'identifier', 'children': [], 'value': 'bed_lines'},{'id': '192', 'type': 'keyword_argument', 'children': ['193', '194']},{'id': '193', 'type': 'identifier', 'children': [], 'value': 'from_string'},{'id': '194', 'type': 'True', 'children': []},{'id': '195', 'type': 'expression_statement', 'children': ['196']},{'id': '196', 'type': 'assignment', 'children': ['197', '198']},{'id': '197', 'type': 'identifier', 'children': [], 'value': 'bt'},{'id': '198', 'type': 'call', 'children': ['199', '202']},{'id': '199', 'type': 'attribute', 'children': ['200', '201']},{'id': '200', 'type': 'identifier', 'children': [], 'value': 'bt'},{'id': '201', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '202', 'type': 'argument_list', 'children': []},{'id': '203', 'type': 'if_statement', 'children': ['204', '205']},{'id': '204', 'type': 'identifier', 'children': [], 'value': 'out'},{'id': '205', 'type': 'block', 'children': ['206']},{'id': '206', 'type': 'expression_statement', 'children': ['207']},{'id': '207', 'type': 'call', 'children': ['208', '211']},{'id': '208', 'type': 'attribute', 'children': ['209', '210']},{'id': '209', 'type': 'identifier', 'children': [], 'value': 'bt'},{'id': '210', 'type': 'identifier', 'children': [], 'value': 'saveas'},{'id': '211', 'type': 'argument_list', 'children': ['212']},{'id': '212', 'type': 'identifier', 'children': [], 'value': 'out'},{'id': '213', 'type': 'return_statement', 'children': ['214']},{'id': '214', 'type': 'identifier', 'children': [], 'value': 'bt'}
def make_feature_bed(gtf, feature, out=None): bed_lines = [] with open(gtf) as f: line = f.readline().strip() while line != '': if line[0] != ' line = line.split('\t') if line[2] == feature: chrom = line[0] start = str(int(line[3]) - 1) end = line[4] if feature == 'gene': name = line[8].split(';')[0].split(' ')[1].strip('"') else: name = line[8].split(';')[1].split(' ')[2].strip('"') strand = line[6] bed_lines.append('\t'.join([chrom, start, end, name, '.', strand]) + '\n') line = f.readline().strip() bt = pbt.BedTool(''.join(bed_lines), from_string=True) bt = bt.sort() if out: bt.saveas(out) return bt
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '13']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'filter'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'order_by'},{'id': '7', 'type': 'None', 'children': []},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'limit'},{'id': '10', 'type': 'integer', 'children': [], 'value': '0'},{'id': '11', 'type': 'dictionary_splat_pattern', 'children': ['12']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '13', 'type': 'block', 'children': ['14']},{'id': '14', 'type': 'with_statement', 'children': ['15', '23']},{'id': '15', 'type': 'with_clause', 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'children': ['32']},{'id': '32', 'type': 'raise_statement', 'children': ['33']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '34', 'type': 'try_statement', 'children': ['35', '99', '113', '127']},{'id': '35', 'type': 'block', 'children': ['36', '44', '53', '68', '83', '90']},{'id': '36', 'type': 'expression_statement', 'children': ['37']},{'id': '37', 'type': 'assignment', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '39', 'type': 'call', 'children': ['40', '43']},{'id': '40', 'type': 'attribute', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '42', 'type': 'identifier', 'children': [], 'value': '_base'},{'id': '43', 'type': 'argument_list', 'children': []},{'id': '44', 'type': 'expression_statement', 'children': ['45']},{'id': '45', 'type': 'assignment', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 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'for_in_clause', 'children': ['140', '141']},{'id': '140', 'type': 'identifier', 'children': [], 'value': '_'},{'id': '141', 'type': 'identifier', 'children': [], 'value': 'rv'},{'id': '142', 'type': 'return_statement', 'children': ['143']},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'data'}
def filter(self, order_by=None, limit=0, **kwargs): with rconnect() as conn: if len(kwargs) == 0: raise ValueError try: query = self._base() query = query.filter(kwargs) if order_by is not None: query = self._order_by(query, order_by) if limit > 0: query = self._limit(query, limit) log.debug(query) rv = query.run(conn) except ReqlOpFailedError as e: log.warn(e) raise except Exception as e: log.warn(e) raise else: data = [self._model(_) for _ in rv] return data
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'type': 'call', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'rconnect'},{'id': '18', 'type': 'argument_list', 'children': []},{'id': '19', 'type': 'as_pattern_target', 'children': ['20']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'conn'},{'id': '21', 'type': 'block', 'children': ['22']},{'id': '22', 'type': 'try_statement', 'children': ['23', '78', '92']},{'id': '23', 'type': 'block', 'children': ['24', '32', '47', '62', '69']},{'id': '24', 'type': 'expression_statement', 'children': ['25']},{'id': '25', 'type': 'assignment', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '27', 'type': 'call', 'children': ['28', '31']},{'id': '28', 'type': 'attribute', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '30', 'type': 'identifier', 'children': [], 'value': '_base'},{'id': '31', 'type': 'argument_list', 'children': []},{'id': '32', 'type': 'if_statement', 'children': ['33', '36']},{'id': '33', 'type': 'comparison_operator', 'children': ['34', '35'], 'value': 'is'},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'order_by'},{'id': '35', 'type': 'None', 'children': []},{'id': '36', 'type': 'block', 'children': ['37']},{'id': '37', 'type': 'expression_statement', 'children': ['38']},{'id': '38', 'type': 'assignment', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '40', 'type': 'call', 'children': ['41', '44']},{'id': '41', 'type': 'attribute', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '43', 'type': 'identifier', 'children': [], 'value': '_order_by'},{'id': '44', 'type': 'argument_list', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'order_by'},{'id': '47', 'type': 'if_statement', 'children': ['48', '51']},{'id': '48', 'type': 'comparison_operator', 'children': ['49', '50'], 'value': '>'},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'limit'},{'id': '50', 'type': 'integer', 'children': [], 'value': '0'},{'id': '51', 'type': 'block', 'children': ['52']},{'id': '52', 'type': 'expression_statement', 'children': ['53']},{'id': '53', 'type': 'assignment', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '55', 'type': 'call', 'children': ['56', '59']},{'id': '56', 'type': 'attribute', 'children': ['57', '58']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '58', 'type': 'identifier', 'children': [], 'value': '_limit'},{'id': '59', 'type': 'argument_list', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'limit'},{'id': '62', 'type': 'expression_statement', 'children': 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'children': ['79', '83']},{'id': '79', 'type': 'as_pattern', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'Exception'},{'id': '81', 'type': 'as_pattern_target', 'children': ['82']},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'e'},{'id': '83', 'type': 'block', 'children': ['84', '91']},{'id': '84', 'type': 'expression_statement', 'children': ['85']},{'id': '85', 'type': 'call', 'children': ['86', '89']},{'id': '86', 'type': 'attribute', 'children': ['87', '88']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'log'},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'warn'},{'id': '89', 'type': 'argument_list', 'children': ['90']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'e'},{'id': '91', 'type': 'raise_statement', 'children': []},{'id': '92', 'type': 'else_clause', 'children': ['93']},{'id': '93', 'type': 'block', 'children': ['94', '107']},{'id': '94', 'type': 'expression_statement', 'children': ['95']},{'id': '95', 'type': 'assignment', 'children': ['96', '97']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '97', 'type': 'list_comprehension', 'children': ['98', '104']},{'id': '98', 'type': 'call', 'children': ['99', '102']},{'id': '99', 'type': 'attribute', 'children': ['100', '101']},{'id': '100', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '101', 'type': 'identifier', 'children': [], 'value': '_model'},{'id': '102', 'type': 'argument_list', 'children': ['103']},{'id': '103', 'type': 'identifier', 'children': [], 'value': '_'},{'id': '104', 'type': 'for_in_clause', 'children': ['105', '106']},{'id': '105', 'type': 'identifier', 'children': [], 'value': '_'},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'rv'},{'id': '107', 'type': 'return_statement', 'children': ['108']},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'data'}
def all(self, order_by=None, limit=0): with rconnect() as conn: try: query = self._base() if order_by is not None: query = self._order_by(query, order_by) if limit > 0: query = self._limit(query, limit) log.debug(query) rv = query.run(conn) except Exception as e: log.warn(e) raise else: data = [self._model(_) for _ in rv] return data
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def safe_dump_js(js, abspath, fastmode=False, compress=False, enable_verbose=True): abspath = str(abspath) temp_abspath = "%s.tmp" % abspath dump_js(js, temp_abspath, fastmode=fastmode, replace=True, compress=compress, enable_verbose=enable_verbose) shutil.move(temp_abspath, abspath)
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'r'},{'id': '46', 'type': 'attribute', 'children': ['47', '50']},{'id': '47', 'type': 'attribute', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'cssutils'},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'css'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'CSSStyleRule'},{'id': '51', 'type': 'block', 'children': ['52']},{'id': '52', 'type': 'expression_statement', 'children': ['53']},{'id': '53', 'type': 'augmented_assignment', 'children': ['54', '55'], 'value': '+='},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'selectors'},{'id': '55', 'type': 'list_comprehension', 'children': ['56', '59']},{'id': '56', 'type': 'attribute', 'children': ['57', '58']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'sel'},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'selectorText'},{'id': '59', 'type': 'for_in_clause', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'sel'},{'id': '61', 'type': 'attribute', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'rule'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'selectorList'},{'id': '64', 'type': 'expression_statement', 'children': ['65']},{'id': '65', 'type': 'assignment', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'selectors'},{'id': '67', 'type': 'call', 'children': ['68', '69']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '69', 'type': 'argument_list', 'children': ['70']},{'id': '70', 'type': 'call', 'children': ['71', '72']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '72', 'type': 'argument_list', 'children': ['73']},{'id': '73', 'type': 'call', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'set'},{'id': '75', 'type': 'argument_list', 'children': ['76']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'selectors'},{'id': '77', 'type': 'return_statement', 'children': ['78']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'selectors'}
def all_selectors(Class, fn): selectors = [] cssparser = cssutils.CSSParser(validate=False) css = cssparser.parseFile(fn) for rule in [r for r in css.cssRules if type(r)==cssutils.css.CSSStyleRule]: selectors += [sel.selectorText for sel in rule.selectorList] selectors = sorted(list(set(selectors))) return selectors
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'logging'},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'getLogger'},{'id': '16', 'type': 'argument_list', 'children': ['17']},{'id': '17', 'type': 'string', 'children': [], 'value': '"SmartFileSorter"'},{'id': '18', 'type': 'expression_statement', 'children': ['19']},{'id': '19', 'type': 'assignment', 'children': ['20', '23']},{'id': '20', 'type': 'attribute', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'logger'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'level'},{'id': '23', 'type': 'attribute', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'logging'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'INFO'},{'id': '26', 'type': 'if_statement', 'children': ['27', '36']},{'id': '27', 'type': 'boolean_operator', 'children': ['28', '31'], 'value': 'and'},{'id': '28', 'type': 'comparison_operator', 'children': ['29', '30'], 'value': 'in'},{'id': '29', 'type': 'string', 'children': [], 'value': "'--debug'"},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '31', 'type': 'comparison_operator', 'children': ['32', '35'], 'value': 'is'},{'id': '32', 'type': 'subscript', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '34', 'type': 'string', 'children': [], 'value': "'--debug'"},{'id': '35', 'type': 'True', 'children': []},{'id': '36', 'type': 'block', 'children': ['37']},{'id': '37', 'type': 'expression_statement', 'children': ['38']},{'id': '38', 'type': 'call', 'children': ['39', '42']},{'id': '39', 'type': 'attribute', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'logger'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'setLevel'},{'id': '42', 'type': 'argument_list', 'children': ['43']},{'id': '43', 'type': 'attribute', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'logging'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'DEBUG'},{'id': '46', 'type': 'expression_statement', 'children': ['47']},{'id': '47', 'type': 'assignment', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'file_log_formatter'},{'id': '49', 'type': 'call', 'children': ['50', '53']},{'id': '50', 'type': 'attribute', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'logging'},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'Formatter'},{'id': '53', 'type': 'argument_list', 'children': ['54', '55']},{'id': '54', 'type': 'string', 'children': [], 'value': "'%(asctime)s %(name)s %(levelname)s %(message)s'"},{'id': '55', 'type': 'string', 'children': [], 'value': "'%Y-%m-%d %H:%M:%S'"},{'id': '56', 'type': 'expression_statement', 'children': ['57']},{'id': '57', 'type': 'assignment', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'console_log_formatter'},{'id': '59', 'type': 'call', 'children': ['60', '63']},{'id': '60', 'type': 'attribute', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'logging'},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'Formatter'},{'id': '63', 'type': 'argument_list', 'children': ['64']},{'id': '64', 'type': 'string', 'children': [], 'value': "'%(message)s'"},{'id': '65', 'type': 'expression_statement', 'children': ['66']},{'id': '66', 'type': 'assignment', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'stdout_stream'},{'id': '68', 'type': 'call', 'children': ['69', '72']},{'id': '69', 'type': 'attribute', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'logging'},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'StreamHandler'},{'id': '72', 'type': 'argument_list', 'children': ['73']},{'id': '73', 'type': 'keyword_argument', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'stream'},{'id': '75', 'type': 'attribute', 'children': ['76', '77']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'sys'},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'stdout'},{'id': '78', 'type': 'expression_statement', 'children': ['79']},{'id': '79', 'type': 'call', 'children': ['80', '83']},{'id': '80', 'type': 'attribute', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'stdout_stream'},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'setFormatter'},{'id': '83', 'type': 'argument_list', 'children': ['84']},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'console_log_formatter'},{'id': '85', 'type': 'expression_statement', 'children': ['86']},{'id': '86', 'type': 'call', 'children': ['87', '90']},{'id': '87', 'type': 'attribute', 'children': ['88', '89']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'logger'},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'addHandler'},{'id': '90', 'type': 'argument_list', 'children': ['91']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'stdout_stream'},{'id': '92', 'type': 'if_statement', 'children': ['93', '102']},{'id': '93', 'type': 'boolean_operator', 'children': ['94', '97'], 'value': 'and'},{'id': '94', 'type': 'comparison_operator', 'children': ['95', '96'], 'value': 'in'},{'id': '95', 'type': 'string', 'children': [], 'value': "'--log'"},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '97', 'type': 'comparison_operator', 'children': ['98', '101'], 'value': 'is'},{'id': '98', 'type': 'subscript', 'children': ['99', '100']},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '100', 'type': 'string', 'children': [], 'value': "'--log'"},{'id': '101', 'type': 'None', 'children': []},{'id': '102', 'type': 'block', 'children': ['103', '113', '124', '131']},{'id': '103', 'type': 'expression_statement', 'children': ['104']},{'id': '104', 'type': 'assignment', 'children': ['105', '106']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'logfile'},{'id': '106', 'type': 'call', 'children': ['107', '108']},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'open'},{'id': '108', 'type': 'argument_list', 'children': ['109', '112']},{'id': '109', 'type': 'subscript', 'children': ['110', '111']},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '111', 'type': 'string', 'children': [], 'value': "'--log'"},{'id': '112', 'type': 'string', 'children': [], 'value': "'w'"},{'id': '113', 'type': 'expression_statement', 'children': ['114']},{'id': '114', 'type': 'assignment', 'children': ['115', '116']},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'logfile_stream'},{'id': '116', 'type': 'call', 'children': ['117', '120']},{'id': '117', 'type': 'attribute', 'children': ['118', '119']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'logging'},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'StreamHandler'},{'id': '120', 'type': 'argument_list', 'children': ['121']},{'id': '121', 'type': 'keyword_argument', 'children': ['122', '123']},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'stream'},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'logfile'},{'id': '124', 'type': 'expression_statement', 'children': ['125']},{'id': '125', 'type': 'call', 'children': ['126', '129']},{'id': '126', 'type': 'attribute', 'children': ['127', '128']},{'id': '127', 'type': 'identifier', 'children': [], 'value': 'logfile_stream'},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'setFormatter'},{'id': '129', 'type': 'argument_list', 'children': ['130']},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'file_log_formatter'},{'id': '131', 'type': 'expression_statement', 'children': ['132']},{'id': '132', 'type': 'call', 'children': ['133', '136']},{'id': '133', 'type': 'attribute', 'children': ['134', '135']},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'logger'},{'id': '135', 'type': 'identifier', 'children': [], 'value': 'addHandler'},{'id': '136', 'type': 'argument_list', 'children': ['137']},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'logfile_stream'},{'id': '138', 'type': 'if_statement', 'children': ['139', '148']},{'id': '139', 'type': 'boolean_operator', 'children': ['140', '143'], 'value': 'and'},{'id': '140', 'type': 'comparison_operator', 'children': ['141', '142'], 'value': 'in'},{'id': '141', 'type': 'string', 'children': [], 'value': "'--dry-run'"},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '143', 'type': 'comparison_operator', 'children': ['144', '147'], 'value': 'is'},{'id': '144', 'type': 'subscript', 'children': ['145', '146']},{'id': '145', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '146', 'type': 'string', 'children': [], 'value': "'--dry-run'"},{'id': '147', 'type': 'True', 'children': []},{'id': '148', 'type': 'block', 'children': ['149']},{'id': '149', 'type': 'expression_statement', 'children': ['150']},{'id': '150', 'type': 'call', 'children': ['151', '154']},{'id': '151', 'type': 'attribute', 'children': ['152', '153']},{'id': '152', 'type': 'identifier', 'children': [], 'value': 'logger'},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'info'},{'id': '154', 'type': 'argument_list', 'children': ['155']},{'id': '155', 'type': 'string', 'children': [], 'value': "'Running with --dry-run parameter. Actions will not be performed.'"},{'id': '156', 'type': 'expression_statement', 'children': ['157']},{'id': '157', 'type': 'assignment', 'children': ['158', '161']},{'id': '158', 'type': 'attribute', 'children': ['159', '160']},{'id': '159', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'logger'},{'id': '161', 'type': 'identifier', 'children': [], 'value': 'logger'}
def create_logger(self, args={}): logger = logging.getLogger("SmartFileSorter") logger.level = logging.INFO if '--debug' in args and args['--debug'] is True: logger.setLevel(logging.DEBUG) file_log_formatter = logging.Formatter('%(asctime)s %(name)s %(levelname)s %(message)s', '%Y-%m-%d %H:%M:%S') console_log_formatter = logging.Formatter('%(message)s') stdout_stream = logging.StreamHandler(stream=sys.stdout) stdout_stream.setFormatter(console_log_formatter) logger.addHandler(stdout_stream) if '--log' in args and args['--log'] is not None: logfile = open(args['--log'], 'w') logfile_stream = logging.StreamHandler(stream=logfile) logfile_stream.setFormatter(file_log_formatter) logger.addHandler(logfile_stream) if '--dry-run' in args and args['--dry-run'] is True: logger.info('Running with --dry-run parameter. Actions will not be performed.') self.logger = logger