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'catalog'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'copy'},{'id': '31', 'type': 'argument_list', 'children': []},{'id': '32', 'type': 'if_statement', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'stations'},{'id': '34', 'type': 'block', 'children': ['35']},{'id': '35', 'type': 'for_statement', 'children': ['36', '37', '38']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'filtered_catalog'},{'id': '38', 'type': 'block', 'children': ['39', '50']},{'id': '39', 'type': 'if_statement', 'children': ['40', '48']},{'id': '40', 'type': 'comparison_operator', 'children': ['41', '47'], 'value': '=='},{'id': '41', 'type': 'call', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '43', 'type': 'argument_list', 'children': ['44']},{'id': '44', 'type': 'attribute', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'picks'},{'id': '47', 'type': 'integer', 'children': [], 'value': '0'},{'id': '48', 'type': 'block', 'children': ['49']},{'id': '49', 'type': 'continue_statement', 'children': []},{'id': '50', 'type': 'expression_statement', 'children': ['51']},{'id': '51', 'type': 'assignment', 'children': ['52', '55']},{'id': '52', 'type': 'attribute', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'picks'},{'id': '55', 'type': 'list_comprehension', 'children': ['56', '57', '62']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'pick'},{'id': '57', 'type': 'for_in_clause', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'pick'},{'id': '59', 'type': 'attribute', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 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'identifier', 'children': [], 'value': 'filtered_catalog'},{'id': '76', 'type': 'block', 'children': ['77', '88']},{'id': '77', 'type': 'if_statement', 'children': ['78', '86']},{'id': '78', 'type': 'comparison_operator', 'children': ['79', '85'], 'value': '=='},{'id': '79', 'type': 'call', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '81', 'type': 'argument_list', 'children': ['82']},{'id': '82', 'type': 'attribute', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'picks'},{'id': '85', 'type': 'integer', 'children': [], 'value': '0'},{'id': '86', 'type': 'block', 'children': ['87']},{'id': '87', 'type': 'continue_statement', 'children': []},{'id': '88', 'type': 'expression_statement', 'children': ['89']},{'id': '89', 'type': 'assignment', 'children': ['90', '93']},{'id': '90', 'type': 'attribute', 'children': ['91', '92']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'picks'},{'id': '93', 'type': 'list_comprehension', 'children': ['94', '95', '100']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'pick'},{'id': '95', 'type': 'for_in_clause', 'children': ['96', '97']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'pick'},{'id': '97', 'type': 'attribute', 'children': ['98', '99']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'picks'},{'id': '100', 'type': 'if_clause', 'children': ['101']},{'id': '101', 'type': 'comparison_operator', 'children': ['102', '107'], 'value': 'in'},{'id': '102', 'type': 'attribute', 'children': ['103', '106']},{'id': '103', 'type': 'attribute', 'children': ['104', '105']},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'pick'},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'waveform_id'},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'channel_code'},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'channels'},{'id': '108', 'type': 'if_statement', 'children': ['109', '110']},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'networks'},{'id': '110', 'type': 'block', 'children': ['111']},{'id': '111', 'type': 'for_statement', 'children': ['112', '113', '114']},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'filtered_catalog'},{'id': '114', 'type': 'block', 'children': ['115', '126']},{'id': '115', 'type': 'if_statement', 'children': ['116', '124']},{'id': '116', 'type': 'comparison_operator', 'children': ['117', '123'], 'value': '=='},{'id': '117', 'type': 'call', 'children': ['118', '119']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '119', 'type': 'argument_list', 'children': ['120']},{'id': '120', 'type': 'attribute', 'children': ['121', '122']},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'picks'},{'id': '123', 'type': 'integer', 'children': [], 'value': '0'},{'id': '124', 'type': 'block', 'children': ['125']},{'id': '125', 'type': 'continue_statement', 'children': []},{'id': '126', 'type': 'expression_statement', 'children': ['127']},{'id': '127', 'type': 'assignment', 'children': ['128', '131']},{'id': '128', 'type': 'attribute', 'children': ['129', '130']},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'picks'},{'id': '131', 'type': 'list_comprehension', 'children': ['132', '133', '138']},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'pick'},{'id': '133', 'type': 'for_in_clause', 'children': ['134', '135']},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'pick'},{'id': '135', 'type': 'attribute', 'children': ['136', '137']},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'picks'},{'id': '138', 'type': 'if_clause', 'children': ['139']},{'id': '139', 'type': 'comparison_operator', 'children': ['140', '145'], 'value': 'in'},{'id': '140', 'type': 'attribute', 'children': ['141', '144']},{'id': '141', 'type': 'attribute', 'children': ['142', '143']},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'pick'},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'waveform_id'},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'network_code'},{'id': '145', 'type': 'identifier', 'children': [], 'value': 'networks'},{'id': '146', 'type': 'if_statement', 'children': ['147', '148']},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'locations'},{'id': '148', 'type': 'block', 'children': ['149']},{'id': '149', 'type': 'for_statement', 'children': ['150', '151', '152']},{'id': '150', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '151', 'type': 'identifier', 'children': [], 'value': 'filtered_catalog'},{'id': '152', 'type': 'block', 'children': ['153', '164']},{'id': '153', 'type': 'if_statement', 'children': ['154', '162']},{'id': '154', 'type': 'comparison_operator', 'children': ['155', '161'], 'value': '=='},{'id': '155', 'type': 'call', 'children': ['156', '157']},{'id': '156', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '157', 'type': 'argument_list', 'children': ['158']},{'id': '158', 'type': 'attribute', 'children': ['159', '160']},{'id': '159', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'picks'},{'id': '161', 'type': 'integer', 'children': [], 'value': '0'},{'id': '162', 'type': 'block', 'children': ['163']},{'id': '163', 'type': 'continue_statement', 'children': []},{'id': '164', 'type': 'expression_statement', 'children': ['165']},{'id': '165', 'type': 'assignment', 'children': ['166', '169']},{'id': '166', 'type': 'attribute', 'children': ['167', '168']},{'id': '167', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'picks'},{'id': '169', 'type': 'list_comprehension', 'children': ['170', '171', '176']},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'pick'},{'id': '171', 'type': 'for_in_clause', 'children': ['172', '173']},{'id': '172', 'type': 'identifier', 'children': [], 'value': 'pick'},{'id': '173', 'type': 'attribute', 'children': ['174', '175']},{'id': '174', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '175', 'type': 'identifier', 'children': [], 'value': 'picks'},{'id': '176', 'type': 'if_clause', 'children': ['177']},{'id': '177', 'type': 'comparison_operator', 'children': ['178', '183'], 'value': 'in'},{'id': '178', 'type': 'attribute', 'children': ['179', '182']},{'id': '179', 'type': 'attribute', 'children': ['180', '181']},{'id': '180', 'type': 'identifier', 'children': [], 'value': 'pick'},{'id': '181', 'type': 'identifier', 'children': [], 'value': 'waveform_id'},{'id': '182', 'type': 'identifier', 'children': [], 'value': 'location_code'},{'id': '183', 'type': 'identifier', 'children': [], 'value': 'locations'},{'id': '184', 'type': 'if_statement', 'children': ['185', '188', '211', '238']},{'id': '185', 'type': 'comparison_operator', 'children': ['186', '187'], 'value': '=='},{'id': '186', 'type': 'identifier', 'children': [], 'value': 'evaluation_mode'},{'id': '187', 'type': 'string', 'children': [], 'value': "'manual'"},{'id': '188', 'type': 'block', 'children': ['189']},{'id': '189', 'type': 'for_statement', 'children': ['190', '191', '192']},{'id': '190', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '191', 'type': 'identifier', 'children': [], 'value': 'filtered_catalog'},{'id': '192', 'type': 'block', 'children': ['193']},{'id': '193', 'type': 'expression_statement', 'children': ['194']},{'id': '194', 'type': 'assignment', 'children': ['195', '198']},{'id': '195', 'type': 'attribute', 'children': ['196', '197']},{'id': '196', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '197', 'type': 'identifier', 'children': [], 'value': 'picks'},{'id': '198', 'type': 'list_comprehension', 'children': ['199', '200', '205']},{'id': '199', 'type': 'identifier', 'children': [], 'value': 'pick'},{'id': '200', 'type': 'for_in_clause', 'children': ['201', '202']},{'id': '201', 'type': 'identifier', 'children': [], 'value': 'pick'},{'id': '202', 'type': 'attribute', 'children': ['203', '204']},{'id': '203', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '204', 'type': 'identifier', 'children': [], 'value': 'picks'},{'id': '205', 'type': 'if_clause', 'children': ['206']},{'id': '206', 'type': 'comparison_operator', 'children': ['207', '210'], 'value': '=='},{'id': '207', 'type': 'attribute', 'children': ['208', '209']},{'id': '208', 'type': 'identifier', 'children': [], 'value': 'pick'},{'id': '209', 'type': 'identifier', 'children': [], 'value': 'evaluation_mode'},{'id': '210', 'type': 'string', 'children': [], 'value': "'manual'"},{'id': '211', 'type': 'elif_clause', 'children': ['212', '215']},{'id': '212', 'type': 'comparison_operator', 'children': ['213', '214'], 'value': '=='},{'id': '213', 'type': 'identifier', 'children': [], 'value': 'evaluation_mode'},{'id': '214', 'type': 'string', 'children': [], 'value': "'automatic'"},{'id': '215', 'type': 'block', 'children': ['216']},{'id': '216', 'type': 'for_statement', 'children': ['217', '218', '219']},{'id': '217', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '218', 'type': 'identifier', 'children': [], 'value': 'filtered_catalog'},{'id': '219', 'type': 'block', 'children': ['220']},{'id': '220', 'type': 'expression_statement', 'children': ['221']},{'id': '221', 'type': 'assignment', 'children': ['222', '225']},{'id': '222', 'type': 'attribute', 'children': ['223', '224']},{'id': '223', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '224', 'type': 'identifier', 'children': [], 'value': 'picks'},{'id': '225', 'type': 'list_comprehension', 'children': ['226', '227', '232']},{'id': '226', 'type': 'identifier', 'children': [], 'value': 'pick'},{'id': '227', 'type': 'for_in_clause', 'children': ['228', '229']},{'id': '228', 'type': 'identifier', 'children': [], 'value': 'pick'},{'id': '229', 'type': 'attribute', 'children': ['230', '231']},{'id': '230', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '231', 'type': 'identifier', 'children': [], 'value': 'picks'},{'id': '232', 'type': 'if_clause', 'children': ['233']},{'id': '233', 'type': 'comparison_operator', 'children': ['234', '237'], 'value': '=='},{'id': '234', 'type': 'attribute', 'children': ['235', '236']},{'id': '235', 'type': 'identifier', 'children': [], 'value': 'pick'},{'id': '236', 'type': 'identifier', 'children': [], 'value': 'evaluation_mode'},{'id': '237', 'type': 'string', 'children': [], 'value': "'automatic'"},{'id': '238', 'type': 'elif_clause', 'children': ['239', '242']},{'id': '239', 'type': 'comparison_operator', 'children': ['240', '241'], 'value': '!='},{'id': '240', 'type': 'identifier', 'children': [], 'value': 'evaluation_mode'},{'id': '241', 'type': 'string', 'children': [], 'value': "'all'"},{'id': '242', 'type': 'block', 'children': ['243']},{'id': '243', 'type': 'expression_statement', 'children': ['244']},{'id': '244', 'type': 'call', 'children': ['245', '248']},{'id': '245', 'type': 'attribute', 'children': ['246', '247']},{'id': '246', 'type': 'identifier', 'children': [], 'value': 'warnings'},{'id': '247', 'type': 'identifier', 'children': [], 'value': 'warn'},{'id': '248', 'type': 'argument_list', 'children': ['249']},{'id': '249', 'type': 'binary_operator', 'children': ['250', '251'], 'value': '%'},{'id': '250', 'type': 'string', 'children': [], 'value': "'Unrecognised evaluation_mode: %s, using all picks'"},{'id': '251', 'type': 'identifier', 'children': [], 'value': 'evaluation_mode'},{'id': '252', 'type': 'if_statement', 'children': ['253', '254']},{'id': '253', 'type': 'identifier', 'children': [], 'value': 'top_n_picks'},{'id': '254', 'type': 'block', 'children': ['255', '259', '283', '294', '298', '380']},{'id': '255', 'type': 'expression_statement', 'children': ['256']},{'id': '256', 'type': 'assignment', 'children': ['257', '258']},{'id': '257', 'type': 'identifier', 'children': [], 'value': 'all_picks'},{'id': '258', 'type': 'list', 'children': [], 'value': '[]'},{'id': '259', 'type': 'for_statement', 'children': ['260', '261', '262']},{'id': '260', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '261', 'type': 'identifier', 'children': [], 'value': 'filtered_catalog'},{'id': '262', 'type': 'block', 'children': ['263']},{'id': '263', 'type': 'expression_statement', 'children': ['264']},{'id': '264', 'type': 'augmented_assignment', 'children': ['265', '266'], 'value': '+='},{'id': '265', 'type': 'identifier', 'children': [], 'value': 'all_picks'},{'id': '266', 'type': 'list_comprehension', 'children': ['267', '278']},{'id': '267', 'type': 'tuple', 'children': ['268', '273']},{'id': '268', 'type': 'attribute', 'children': ['269', '272']},{'id': '269', 'type': 'attribute', 'children': ['270', '271']},{'id': '270', 'type': 'identifier', 'children': [], 'value': 'pick'},{'id': '271', 'type': 'identifier', 'children': [], 'value': 'waveform_id'},{'id': '272', 'type': 'identifier', 'children': [], 'value': 'station_code'},{'id': '273', 'type': 'attribute', 'children': ['274', '277']},{'id': '274', 'type': 'attribute', 'children': ['275', '276']},{'id': '275', 'type': 'identifier', 'children': [], 'value': 'pick'},{'id': '276', 'type': 'identifier', 'children': [], 'value': 'waveform_id'},{'id': '277', 'type': 'identifier', 'children': [], 'value': 'channel_code'},{'id': '278', 'type': 'for_in_clause', 'children': ['279', '280']},{'id': '279', 'type': 'identifier', 'children': [], 'value': 'pick'},{'id': '280', 'type': 'attribute', 'children': ['281', '282']},{'id': '281', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '282', 'type': 'identifier', 'children': [], 'value': 'picks'},{'id': '283', 'type': 'expression_statement', 'children': ['284']},{'id': '284', 'type': 'assignment', 'children': ['285', '286']},{'id': '285', 'type': 'identifier', 'children': [], 'value': 'counted'},{'id': '286', 'type': 'call', 'children': ['287', '293']},{'id': '287', 'type': 'attribute', 'children': ['288', '292']},{'id': '288', 'type': 'call', 'children': ['289', '290']},{'id': '289', 'type': 'identifier', 'children': [], 'value': 'Counter'},{'id': '290', 'type': 'argument_list', 'children': ['291']},{'id': '291', 'type': 'identifier', 'children': [], 'value': 'all_picks'},{'id': '292', 'type': 'identifier', 'children': [], 'value': 'most_common'},{'id': '293', 'type': 'argument_list', 'children': []},{'id': '294', 'type': 'expression_statement', 'children': ['295']},{'id': '295', 'type': 'assignment', 'children': ['296', '297']},{'id': '296', 'type': 'identifier', 'children': [], 'value': 'all_picks'},{'id': '297', 'type': 'list', 'children': [], 'value': '[]'},{'id': '298', 'type': 'for_statement', 'children': ['299', '300', '308']},{'id': '299', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '300', 'type': 'call', 'children': ['301', '302']},{'id': '301', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '302', 'type': 'argument_list', 'children': ['303']},{'id': '303', 'type': 'subscript', 'children': ['304', '307']},{'id': '304', 'type': 'subscript', 'children': ['305', '306']},{'id': '305', 'type': 'identifier', 'children': [], 'value': 'counted'},{'id': '306', 'type': 'integer', 'children': [], 'value': '0'},{'id': '307', 'type': 'integer', 'children': [], 'value': '1'},{'id': '308', 'type': 'block', 'children': ['309', '331', '346', '362']},{'id': '309', 'type': 'expression_statement', 'children': ['310']},{'id': '310', 'type': 'assignment', 'children': ['311', '312']},{'id': '311', 'type': 'identifier', 'children': [], 'value': 'highest'},{'id': '312', 'type': 'list_comprehension', 'children': ['313', '316', '319']},{'id': '313', 'type': 'subscript', 'children': ['314', '315']},{'id': '314', 'type': 'identifier', 'children': [], 'value': 'item'},{'id': '315', 'type': 'integer', 'children': [], 'value': '0'},{'id': '316', 'type': 'for_in_clause', 'children': ['317', '318']},{'id': '317', 'type': 'identifier', 'children': [], 'value': 'item'},{'id': '318', 'type': 'identifier', 'children': [], 'value': 'counted'},{'id': '319', 'type': 'if_clause', 'children': ['320']},{'id': '320', 'type': 'comparison_operator', 'children': ['321', '324'], 'value': '>='},{'id': '321', 'type': 'subscript', 'children': ['322', '323']},{'id': '322', 'type': 'identifier', 'children': [], 'value': 'item'},{'id': '323', 'type': 'integer', 'children': [], 'value': '1'},{'id': '324', 'type': 'binary_operator', 'children': ['325', '330'], 'value': '-'},{'id': '325', 'type': 'subscript', 'children': ['326', '329']},{'id': '326', 'type': 'subscript', 'children': ['327', '328']},{'id': '327', 'type': 'identifier', 'children': [], 'value': 'counted'},{'id': '328', 'type': 'integer', 'children': [], 'value': '0'},{'id': '329', 'type': 'integer', 'children': [], 'value': '1'},{'id': '330', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '331', 'type': 'expression_statement', 'children': ['332']},{'id': '332', 'type': 'assignment', 'children': ['333', '334']},{'id': '333', 'type': 'identifier', 'children': [], 'value': 'highest'},{'id': '334', 'type': 'call', 'children': ['335', '336']},{'id': '335', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '336', 'type': 'argument_list', 'children': ['337', '338']},{'id': '337', 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'children': ['412', '413']},{'id': '412', 'type': 'identifier', 'children': [], 'value': 'pick'},{'id': '413', 'type': 'identifier', 'children': [], 'value': 'waveform_id'},{'id': '414', 'type': 'identifier', 'children': [], 'value': 'station_code'},{'id': '415', 'type': 'attribute', 'children': ['416', '419']},{'id': '416', 'type': 'attribute', 'children': ['417', '418']},{'id': '417', 'type': 'identifier', 'children': [], 'value': 'pick'},{'id': '418', 'type': 'identifier', 'children': [], 'value': 'waveform_id'},{'id': '419', 'type': 'identifier', 'children': [], 'value': 'channel_code'},{'id': '420', 'type': 'identifier', 'children': [], 'value': 'all_picks'},{'id': '421', 'type': 'expression_statement', 'children': ['422']},{'id': '422', 'type': 'assignment', 'children': ['423', '424']},{'id': '423', 'type': 'identifier', 'children': [], 'value': 'tmp_catalog'},{'id': '424', 'type': 'call', 'children': ['425', '426']},{'id': '425', 'type': 'identifier', 'children': [], 'value': 'Catalog'},{'id': '426', 'type': 'argument_list', 'children': []},{'id': '427', 'type': 'for_statement', 'children': ['428', '429', '430']},{'id': '428', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '429', 'type': 'identifier', 'children': [], 'value': 'filtered_catalog'},{'id': '430', 'type': 'block', 'children': ['431']},{'id': '431', 'type': 'if_statement', 'children': ['432', '440']},{'id': '432', 'type': 'comparison_operator', 'children': ['433', '439'], 'value': '>'},{'id': '433', 'type': 'call', 'children': ['434', '435']},{'id': '434', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '435', 'type': 'argument_list', 'children': ['436']},{'id': '436', 'type': 'attribute', 'children': ['437', '438']},{'id': '437', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '438', 'type': 'identifier', 'children': [], 'value': 'picks'},{'id': '439', 'type': 'integer', 'children': [], 'value': '0'},{'id': '440', 'type': 'block', 'children': ['441']},{'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': 'tmp_catalog'},{'id': '445', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '446', 'type': 'argument_list', 'children': ['447']},{'id': '447', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '448', 'type': 'return_statement', 'children': ['449']},{'id': '449', 'type': 'identifier', 'children': [], 'value': 'tmp_catalog'} | def filter_picks(catalog, stations=None, channels=None, networks=None,
locations=None, top_n_picks=None, evaluation_mode='all'):
filtered_catalog = catalog.copy()
if stations:
for event in filtered_catalog:
if len(event.picks) == 0:
continue
event.picks = [pick for pick in event.picks
if pick.waveform_id.station_code in stations]
if channels:
for event in filtered_catalog:
if len(event.picks) == 0:
continue
event.picks = [pick for pick in event.picks
if pick.waveform_id.channel_code in channels]
if networks:
for event in filtered_catalog:
if len(event.picks) == 0:
continue
event.picks = [pick for pick in event.picks
if pick.waveform_id.network_code in networks]
if locations:
for event in filtered_catalog:
if len(event.picks) == 0:
continue
event.picks = [pick for pick in event.picks
if pick.waveform_id.location_code in locations]
if evaluation_mode == 'manual':
for event in filtered_catalog:
event.picks = [pick for pick in event.picks
if pick.evaluation_mode == 'manual']
elif evaluation_mode == 'automatic':
for event in filtered_catalog:
event.picks = [pick for pick in event.picks
if pick.evaluation_mode == 'automatic']
elif evaluation_mode != 'all':
warnings.warn('Unrecognised evaluation_mode: %s, using all picks' %
evaluation_mode)
if top_n_picks:
all_picks = []
for event in filtered_catalog:
all_picks += [(pick.waveform_id.station_code,
pick.waveform_id.channel_code)
for pick in event.picks]
counted = Counter(all_picks).most_common()
all_picks = []
for i in range(counted[0][1]):
highest = [item[0] for item in counted
if item[1] >= counted[0][1] - i]
highest = sorted(highest, key=lambda tup: tup[0])
for stachan in highest:
if stachan not in all_picks:
all_picks.append(stachan)
if len(all_picks) > top_n_picks:
all_picks = all_picks[0:top_n_picks]
break
for event in filtered_catalog:
if len(event.picks) == 0:
continue
event.picks = [pick for pick in event.picks
if (pick.waveform_id.station_code,
pick.waveform_id.channel_code) in all_picks]
tmp_catalog = Catalog()
for event in filtered_catalog:
if len(event.picks) > 0:
tmp_catalog.append(event)
return tmp_catalog |
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'182']},{'id': '181', 'type': 'integer', 'children': [], 'value': '1'},{'id': '182', 'type': 'colon', 'children': []},{'id': '183', 'type': 'expression_statement', 'children': ['184']},{'id': '184', 'type': 'call', 'children': ['185', '190']},{'id': '185', 'type': 'attribute', 'children': ['186', '189']},{'id': '186', 'type': 'subscript', 'children': ['187', '188']},{'id': '187', 'type': 'identifier', 'children': [], 'value': 'axes'},{'id': '188', 'type': 'integer', 'children': [], 'value': '0'},{'id': '189', 'type': 'identifier', 'children': [], 'value': 'set_title'},{'id': '190', 'type': 'argument_list', 'children': ['191']},{'id': '191', 'type': 'string', 'children': [], 'value': "'Pre-event times'"},{'id': '192', 'type': 'expression_statement', 'children': ['193']},{'id': '193', 'type': 'call', 'children': ['194', '199']},{'id': '194', 'type': 'attribute', 'children': ['195', '198']},{'id': '195', 'type': 'subscript', 'children': ['196', '197']},{'id': '196', 'type': 'identifier', 'children': [], 'value': 'axes'},{'id': '197', 'type': 'integer', 'children': [], 'value': '0'},{'id': '198', 'type': 'identifier', 'children': [], 'value': 'set_ylabel'},{'id': '199', 'type': 'argument_list', 'children': ['200']},{'id': '200', 'type': 'string', 'children': [], 'value': "'Magnitude'"},{'id': '201', 'type': 'expression_statement', 'children': ['202']},{'id': '202', 'type': 'call', 'children': ['203', '208']},{'id': '203', 'type': 'attribute', 'children': ['204', '207']},{'id': '204', 'type': 'subscript', 'children': ['205', '206']},{'id': '205', 'type': 'identifier', 'children': [], 'value': 'axes'},{'id': '206', 'type': 'integer', 'children': [], 'value': '0'},{'id': '207', 'type': 'identifier', 'children': [], 'value': 'set_xlabel'},{'id': '208', 'type': 'argument_list', 'children': ['209']},{'id': '209', 'type': 'string', 'children': [], 'value': "'Time (Minutes)'"},{'id': '210', 'type': 'expression_statement', 'children': ['211']},{'id': '211', 'type': 'call', 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'-'},{'id': '242', 'type': 'integer', 'children': [], 'value': '1'},{'id': '243', 'type': 'expression_statement', 'children': ['244']},{'id': '244', 'type': 'call', 'children': ['245', '250']},{'id': '245', 'type': 'attribute', 'children': ['246', '249']},{'id': '246', 'type': 'subscript', 'children': ['247', '248']},{'id': '247', 'type': 'identifier', 'children': [], 'value': 'axes'},{'id': '248', 'type': 'integer', 'children': [], 'value': '1'},{'id': '249', 'type': 'identifier', 'children': [], 'value': 'set_title'},{'id': '250', 'type': 'argument_list', 'children': ['251']},{'id': '251', 'type': 'string', 'children': [], 'value': "'Post-event times'"},{'id': '252', 'type': 'expression_statement', 'children': ['253']},{'id': '253', 'type': 'call', 'children': ['254', '259']},{'id': '254', 'type': 'attribute', 'children': ['255', '258']},{'id': '255', 'type': 'subscript', 'children': ['256', '257']},{'id': '256', 'type': 'identifier', 'children': [], 'value': 'axes'},{'id': '257', 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'303', 'type': 'argument_list', 'children': []},{'id': '304', 'type': 'keyword_argument', 'children': ['305', '306']},{'id': '305', 'type': 'identifier', 'children': [], 'value': 'rotation'},{'id': '306', 'type': 'integer', 'children': [], 'value': '30'},{'id': '307', 'type': 'expression_statement', 'children': ['308']},{'id': '308', 'type': 'assignment', 'children': ['309', '310']},{'id': '309', 'type': 'identifier', 'children': [], 'value': 'fig'},{'id': '310', 'type': 'call', 'children': ['311', '312']},{'id': '311', 'type': 'identifier', 'children': [], 'value': '_finalise_figure'},{'id': '312', 'type': 'argument_list', 'children': ['313', '316']},{'id': '313', 'type': 'keyword_argument', 'children': ['314', '315']},{'id': '314', 'type': 'identifier', 'children': [], 'value': 'fig'},{'id': '315', 'type': 'identifier', 'children': [], 'value': 'fig'},{'id': '316', 'type': 'dictionary_splat', 'children': ['317']},{'id': '317', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '318', 'type': 'return_statement', 'children': ['319']},{'id': '319', 'type': 'identifier', 'children': [], 'value': 'fig'} | def interev_mag(times, mags, size=(10.5, 7.5), **kwargs):
import matplotlib.pyplot as plt
info = [(times[i], mags[i]) for i in range(len(times))]
info.sort(key=lambda tup: tup[0])
times = [x[0] for x in info]
mags = [x[1] for x in info]
fig, axes = plt.subplots(1, 2, sharey=True, figsize=size)
axes = axes.ravel()
pre_times = []
post_times = []
for i in range(len(times)):
if i > 0:
pre_times.append((times[i] - times[i - 1]) / 60)
if i < len(times) - 1:
post_times.append((times[i + 1] - times[i]) / 60)
axes[0].scatter(pre_times, mags[1:])
axes[0].set_title('Pre-event times')
axes[0].set_ylabel('Magnitude')
axes[0].set_xlabel('Time (Minutes)')
plt.setp(axes[0].xaxis.get_majorticklabels(), rotation=30)
axes[1].scatter(pre_times, mags[:-1])
axes[1].set_title('Post-event times')
axes[1].set_xlabel('Time (Minutes)')
axes[0].autoscale(enable=True, tight=True)
axes[1].autoscale(enable=True, tight=True)
plt.setp(axes[1].xaxis.get_majorticklabels(), rotation=30)
fig = _finalise_figure(fig=fig, **kwargs)
return fig |
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'children': ['62']},{'id': '62', 'type': 'subscript', 'children': ['63', '64']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'blocker'},{'id': '64', 'type': 'slice', 'children': ['65', '66']},{'id': '65', 'type': 'integer', 'children': [], 'value': '1'},{'id': '66', 'type': 'colon', 'children': []},{'id': '67', 'type': 'expression_statement', 'children': ['68']},{'id': '68', 'type': 'call', 'children': ['69', '72']},{'id': '69', 'type': 'attribute', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'buf'},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '72', 'type': 'argument_list', 'children': ['73']},{'id': '73', 'type': 'string', 'children': [], 'value': "')'"},{'id': '74', 'type': 'expression_statement', 'children': ['75']},{'id': '75', 'type': 'call', 'children': ['76', '79']},{'id': '76', 'type': 'attribute', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 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pprinted = []
for blocker in sorted(blockers, key=lambda x: tuple(reversed(x))):
buf = [blocker[0]]
if len(blocker) > 1:
buf.append(' (which is blocking ')
buf.append(', which is blocking '.join(blocker[1:]))
buf.append(')')
pprinted.append(''.join(buf))
return pprinted |
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'expression_statement', 'children': ['16']},{'id': '16', 'type': 'assignment', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'abstracts'},{'id': '18', 'type': 'call', 'children': ['19', '22']},{'id': '19', 'type': 'attribute', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'get_abstracts'},{'id': '22', 'type': 'argument_list', 'children': ['23']},{'id': '23', 'type': 'keyword_argument', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'refresh'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'refresh'},{'id': '26', 'type': 'if_statement', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'cite_sort'},{'id': '28', 'type': 'block', 'children': ['29', '44', '59']},{'id': '29', 'type': 'expression_statement', 'children': ['30']},{'id': '30', 'type': 'assignment', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'counts'},{'id': '32', 'type': 'list_comprehension', 'children': ['33', '41']},{'id': '33', 'type': 'tuple', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'a'},{'id': '35', 'type': 'call', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '37', 'type': 'argument_list', 'children': ['38']},{'id': '38', 'type': 'attribute', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'a'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'citedby_count'},{'id': '41', 'type': 'for_in_clause', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'a'},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'abstracts'},{'id': '44', 'type': 'expression_statement', 'children': ['45']},{'id': '45', 'type': 'call', 'children': ['46', '49']},{'id': '46', 'type': 'attribute', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'counts'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '49', 'type': 'argument_list', 'children': ['50', '53']},{'id': '50', 'type': 'keyword_argument', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '52', 'type': 'True', 'children': []},{'id': '53', 'type': 'keyword_argument', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '55', 'type': 'call', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'itemgetter'},{'id': '57', 'type': 'argument_list', 'children': ['58']},{'id': '58', 'type': 'integer', 'children': [], 'value': '1'},{'id': '59', 'type': 'expression_statement', 'children': ['60']},{'id': '60', 'type': 'assignment', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'abstracts'},{'id': '62', 'type': 'list_comprehension', 'children': ['63', '66']},{'id': '63', 'type': 'subscript', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'a'},{'id': '65', 'type': 'integer', 'children': [], 'value': '0'},{'id': '66', 'type': 'for_in_clause', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'a'},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'counts'},{'id': '69', 'type': 'if_statement', 'children': ['70', '73']},{'id': '70', 'type': 'comparison_operator', 'children': ['71', '72'], 'value': 'is'},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'N'},{'id': '72', 'type': 'None', 'children': []},{'id': '73', 'type': 'block', 'children': ['74']},{'id': '74', 'type': 'expression_statement', 'children': ['75']},{'id': '75', 'type': 'assignment', 'children': ['76', '77']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'N'},{'id': '77', 'type': 'call', 'children': ['78', '79']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '79', 'type': 'argument_list', 'children': ['80']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'abstracts'},{'id': '81', 'type': 'expression_statement', 'children': ['82']},{'id': '82', 'type': 'assignment', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '84', 'type': 'list', 'children': ['85'], 'value': "[u'{0} of {1} documents'.format(N, len(abstracts))]"},{'id': '85', 'type': 'call', 'children': ['86', '89']},{'id': '86', 'type': 'attribute', 'children': ['87', '88']},{'id': '87', 'type': 'string', 'children': [], 'value': "u'{0} of {1} documents'"},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '89', 'type': 'argument_list', 'children': ['90', '91']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'N'},{'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': 'abstracts'},{'id': '95', 'type': 'for_statement', 'children': ['96', '97', '101']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '97', 'type': 'call', 'children': ['98', '99']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '99', 'type': 'argument_list', 'children': ['100']},{'id': '100', 'type': 'identifier', 'children': [], 'value': 'N'},{'id': '101', 'type': 'block', 'children': ['102']},{'id': '102', 'type': 'expression_statement', 'children': ['103']},{'id': '103', 'type': 'augmented_assignment', 'children': ['104', '105'], 'value': '+='},{'id': '104', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '105', 'type': 'list', 'children': ['106'], 'value': "['{0:2d}. {1}\\n'.format(i + 1, str(abstracts[i]))]"},{'id': '106', 'type': 'call', 'children': ['107', '110']},{'id': '107', 'type': 'attribute', 'children': ['108', '109']},{'id': '108', 'type': 'string', 'children': [], 'value': "'{0:2d}. {1}\\n'"},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '110', 'type': 'argument_list', 'children': ['111', '114']},{'id': '111', 'type': 'binary_operator', 'children': ['112', '113'], 'value': '+'},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '113', 'type': 'integer', 'children': [], 'value': '1'},{'id': '114', 'type': 'call', 'children': ['115', '116']},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '116', 'type': 'argument_list', 'children': ['117']},{'id': '117', 'type': 'subscript', 'children': ['118', '119']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'abstracts'},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '120', 'type': 'return_statement', 'children': ['121']},{'id': '121', 'type': 'call', 'children': ['122', '125']},{'id': '122', 'type': 'attribute', 'children': ['123', '124']},{'id': '123', 'type': 'string', 'children': [], 'value': "'\\n'"},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '125', 'type': 'argument_list', 'children': ['126']},{'id': '126', 'type': 'identifier', 'children': [], 'value': 's'} | def get_document_summary(self, N=None, cite_sort=True, refresh=True):
abstracts = self.get_abstracts(refresh=refresh)
if cite_sort:
counts = [(a, int(a.citedby_count)) for a in abstracts]
counts.sort(reverse=True, key=itemgetter(1))
abstracts = [a[0] for a in counts]
if N is None:
N = len(abstracts)
s = [u'{0} of {1} documents'.format(N, len(abstracts))]
for i in range(N):
s += ['{0:2d}. {1}\n'.format(i + 1, str(abstracts[i]))]
return '\n'.join(s) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_match_version_string'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'version'},{'id': '5', 'type': 'block', 'children': ['6', '15', '23', '39', '74']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'matched'},{'id': '9', 'type': 'call', 'children': ['10', '13']},{'id': '10', 'type': 'attribute', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': '_VERSION_STRING_REGEX'},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'match'},{'id': '13', 'type': 'argument_list', 'children': ['14']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'version'},{'id': '15', 'type': 'expression_statement', 'children': ['16']},{'id': '16', 'type': 'assignment', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'g'},{'id': '18', 'type': 'call', 'children': ['19', '22']},{'id': '19', 'type': 'attribute', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'matched'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'groups'},{'id': '22', 'type': 'argument_list', 'children': []},{'id': '23', 'type': 'expression_statement', 'children': ['24']},{'id': '24', 'type': 'assignment', 'children': ['25', '29']},{'id': '25', 'type': 'pattern_list', 'children': ['26', '27', '28']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'major'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'minor'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'micro'},{'id': '29', 'type': 'expression_list', 'children': ['30', '33', '36']},{'id': '30', 'type': 'subscript', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'g'},{'id': '32', 'type': 'integer', 'children': [], 'value': '0'},{'id': '33', 'type': 'subscript', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'g'},{'id': '35', 'type': 'integer', 'children': [], 'value': '2'},{'id': '36', 'type': 'subscript', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'g'},{'id': '38', 'type': 'integer', 'children': [], 'value': '4'},{'id': '39', 'type': 'if_statement', 'children': ['40', '45', '65']},{'id': '40', 'type': 'boolean_operator', 'children': ['41', '44'], 'value': 'and'},{'id': '41', 'type': 'boolean_operator', 'children': ['42', '43'], 'value': 'and'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'major'},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'minor'},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'micro'},{'id': '45', 'type': 'block', 'children': ['46']},{'id': '46', 'type': 'expression_statement', 'children': ['47']},{'id': '47', 'type': 'assignment', 'children': ['48', '52']},{'id': '48', 'type': 'pattern_list', 'children': ['49', '50', '51']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'major'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'minor'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'micro'},{'id': '52', 'type': 'expression_list', 'children': ['53', '57', '61']},{'id': '53', 'type': 'call', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '55', 'type': 'argument_list', 'children': ['56']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'major'},{'id': '57', 'type': 'call', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '59', 'type': 'argument_list', 'children': ['60']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'minor'},{'id': '61', 'type': 'call', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '63', 'type': 'argument_list', 'children': ['64']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'micro'},{'id': '65', 'type': 'else_clause', 'children': ['66']},{'id': '66', 'type': 'block', 'children': ['67']},{'id': '67', 'type': 'raise_statement', 'children': ['68']},{'id': '68', 'type': 'call', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'GnuPGVersionError'},{'id': '70', 'type': 'argument_list', 'children': ['71']},{'id': '71', 'type': 'binary_operator', 'children': ['72', '73'], 'value': '%'},{'id': '72', 'type': 'string', 'children': [], 'value': '"Could not parse GnuPG version from: %r"'},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'version'},{'id': '74', 'type': 'return_statement', 'children': ['75']},{'id': '75', 'type': 'tuple', 'children': ['76', '77', '78']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'major'},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'minor'},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'micro'} | def _match_version_string(version):
matched = _VERSION_STRING_REGEX.match(version)
g = matched.groups()
major, minor, micro = g[0], g[2], g[4]
if major and minor and micro:
major, minor, micro = int(major), int(minor), int(micro)
else:
raise GnuPGVersionError("Could not parse GnuPG version from: %r" %
version)
return (major, minor, micro) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '4']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'generate_help'},{'id': '3', 'type': 'parameters', 'children': []},{'id': '4', 'type': 'block', 'children': ['5', '9', '19', '57']},{'id': '5', 'type': 'expression_statement', 'children': ['6']},{'id': '6', 'type': 'assignment', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'help_text'},{'id': '8', 'type': 'string', 'children': [], 'value': "'\\nAvailable recipes:\\n\\n'"},{'id': '9', 'type': 'expression_statement', 'children': ['10']},{'id': '10', 'type': 'assignment', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'recipes'},{'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': 'config'},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'Config'},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'get_registered_recipes'},{'id': '18', 'type': 'argument_list', 'children': []},{'id': '19', 'type': 'for_statement', 'children': ['20', '24', '38']},{'id': '20', 'type': 'pattern_list', 'children': ['21', '22', '23']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'contents'},{'id': '22', 'type': 'identifier', 'children': [], 'value': '_'},{'id': '23', 'type': 'identifier', 'children': [], 'value': '_'},{'id': '24', 'type': 'call', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '26', 'type': 'argument_list', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'recipes'},{'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': 'k'},{'id': '33', 'type': 'subscript', 'children': ['34', '37']},{'id': '34', 'type': 'subscript', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '36', 'type': 'integer', 'children': [], 'value': '0'},{'id': '37', 'type': 'string', 'children': [], 'value': "'name'"},{'id': '38', 'type': 'block', 'children': ['39']},{'id': '39', 'type': 'expression_statement', 'children': ['40']},{'id': '40', 'type': 'augmented_assignment', 'children': ['41', '42'], 'value': '+='},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'help_text'},{'id': '42', 'type': 'call', 'children': ['43', '46']},{'id': '43', 'type': 'attribute', 'children': ['44', '45']},{'id': '44', 'type': 'string', 'children': [], 'value': "' {0:<35s}{1:s}\\n'"},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '46', 'type': 'argument_list', 'children': ['47', '50']},{'id': '47', 'type': 'subscript', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'contents'},{'id': '49', 'type': 'string', 'children': [], 'value': "'name'"},{'id': '50', 'type': 'call', 'children': ['51', '54']},{'id': '51', 'type': 'attribute', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'contents'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '54', 'type': 'argument_list', 'children': ['55', '56']},{'id': '55', 'type': 'string', 'children': [], 'value': "'short_description'"},{'id': '56', 'type': 'string', 'children': [], 'value': "'No description'"},{'id': '57', 'type': 'return_statement', 'children': ['58']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'help_text'} | def generate_help():
help_text = '\nAvailable recipes:\n\n'
recipes = config.Config.get_registered_recipes()
for contents, _, _ in sorted(recipes, key=lambda k: k[0]['name']):
help_text += ' {0:<35s}{1:s}\n'.format(
contents['name'], contents.get('short_description', 'No description'))
return help_text |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '22']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'write_to_csv'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11', '14', '17', '20']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'filename'},{'id': '7', 'type': 'None', 'children': []},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'extension'},{'id': '10', 'type': 'string', 'children': [], 'value': "'.dat'"},{'id': '11', 'type': 'default_parameter', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'overwrite'},{'id': '13', 'type': 'False', 'children': []},{'id': '14', 'type': 'default_parameter', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'stride'},{'id': '16', 'type': 'integer', 'children': [], 'value': '1'},{'id': '17', 'type': 'default_parameter', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'chunksize'},{'id': '19', 'type': 'None', 'children': []},{'id': '20', 'type': 'dictionary_splat_pattern', 'children': ['21']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'kw'},{'id': '22', 'type': 'block', 'children': ['23', '26', '119', '130', '133', '185', '189', '196', '202', '217', '227', '322']},{'id': '23', 'type': 'import_statement', 'children': ['24']},{'id': '24', 'type': 'dotted_name', 'children': ['25']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'os'},{'id': '26', 'type': 'if_statement', 'children': ['27', '29', '68', '112']},{'id': '27', 'type': 'not_operator', 'children': ['28']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'filename'},{'id': '29', 'type': 'block', 'children': ['30', '36', '40']},{'id': '30', 'type': 'assert_statement', 'children': ['31']},{'id': '31', 'type': 'call', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'hasattr'},{'id': '33', 'type': 'argument_list', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '35', 'type': 'string', 'children': [], 'value': "'filenames'"},{'id': '36', 'type': 'expression_statement', 'children': ['37']},{'id': '37', 'type': 'assignment', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'filenames'},{'id': '39', 'type': 'list', 'children': [], 'value': '[]'},{'id': '40', 'type': 'for_statement', 'children': ['41', '42', '45']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '42', 'type': 'attribute', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'filenames'},{'id': '45', 'type': 'block', 'children': ['46', '59']},{'id': '46', 'type': 'expression_statement', 'children': ['47']},{'id': '47', 'type': 'assignment', 'children': ['48', '51']},{'id': '48', 'type': 'pattern_list', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'base'},{'id': '50', 'type': 'identifier', 'children': [], 'value': '_'},{'id': '51', 'type': 'call', 'children': ['52', '57']},{'id': '52', 'type': 'attribute', 'children': ['53', '56']},{'id': '53', 'type': 'attribute', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'os'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'splitext'},{'id': '57', 'type': 'argument_list', 'children': ['58']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '59', 'type': 'expression_statement', 'children': ['60']},{'id': '60', 'type': 'call', 'children': ['61', '64']},{'id': '61', 'type': 'attribute', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'filenames'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '64', 'type': 'argument_list', 'children': ['65']},{'id': '65', 'type': 'binary_operator', 'children': ['66', '67'], 'value': '+'},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'base'},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'extension'},{'id': '68', 'type': 'elif_clause', 'children': ['69', '74']},{'id': '69', 'type': 'call', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '71', 'type': 'argument_list', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'filename'},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '74', 'type': 'block', 'children': ['75', '88']},{'id': '75', 'type': 'expression_statement', 'children': ['76']},{'id': '76', 'type': 'assignment', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'filename'},{'id': '78', 'type': 'call', 'children': ['79', '82']},{'id': '79', 'type': 'attribute', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'filename'},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'replace'},{'id': '82', 'type': 'argument_list', 'children': ['83', '84']},{'id': '83', 'type': 'string', 'children': [], 'value': "'{stride}'"},{'id': '84', 'type': 'call', 'children': ['85', '86']},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '86', 'type': 'argument_list', 'children': ['87']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'stride'},{'id': '88', 'type': 'expression_statement', 'children': ['89']},{'id': '89', 'type': 'assignment', 'children': ['90', '91']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'filenames'},{'id': '91', 'type': 'list_comprehension', 'children': ['92', '102']},{'id': '92', 'type': 'call', 'children': ['93', '96']},{'id': '93', 'type': 'attribute', 'children': ['94', '95']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'filename'},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'replace'},{'id': '96', 'type': 'argument_list', 'children': ['97', '98']},{'id': '97', 'type': 'string', 'children': [], 'value': "'{itraj}'"},{'id': '98', 'type': 'call', 'children': ['99', '100']},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '100', 'type': 'argument_list', 'children': ['101']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'itraj'},{'id': '102', 'type': 'for_in_clause', 'children': ['103', '104']},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'itraj'},{'id': '104', 'type': 'call', 'children': ['105', '106']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '106', 'type': 'argument_list', 'children': ['107']},{'id': '107', 'type': 'call', 'children': ['108', '111']},{'id': '108', 'type': 'attribute', 'children': ['109', '110']},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'number_of_trajectories'},{'id': '111', 'type': 'argument_list', 'children': []},{'id': '112', 'type': 'else_clause', 'children': ['113']},{'id': '113', 'type': 'block', 'children': ['114']},{'id': '114', 'type': 'raise_statement', 'children': ['115']},{'id': '115', 'type': 'call', 'children': ['116', '117']},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'TypeError'},{'id': '117', 'type': 'argument_list', 'children': ['118']},{'id': '118', 'type': 'string', 'children': [], 'value': '"filename should be str or None"'},{'id': '119', 'type': 'expression_statement', 'children': ['120']},{'id': '120', 'type': 'call', 'children': ['121', '126']},{'id': '121', 'type': 'attribute', 'children': ['122', '125']},{'id': '122', 'type': 'attribute', 'children': ['123', '124']},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'logger'},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'debug'},{'id': '126', 'type': 'argument_list', 'children': ['127']},{'id': '127', 'type': 'binary_operator', 'children': ['128', '129'], 'value': '%'},{'id': '128', 'type': 'string', 'children': [], 'value': '"write_to_csv, filenames=%s"'},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'filenames'},{'id': '130', 'type': 'import_statement', 'children': ['131']},{'id': '131', 'type': 'dotted_name', 'children': ['132']},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'errno'},{'id': '133', 'type': 'for_statement', 'children': ['134', '135', '136']},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '135', 'type': 'identifier', 'children': [], 'value': 'filenames'},{'id': '136', 'type': 'block', 'children': ['137']},{'id': '137', 'type': 'try_statement', 'children': ['138', '155']},{'id': '138', 'type': 'block', 'children': ['139', '148']},{'id': '139', 'type': 'expression_statement', 'children': ['140']},{'id': '140', 'type': 'assignment', 'children': ['141', '142']},{'id': '141', 'type': 'identifier', 'children': [], 'value': 'st'},{'id': '142', 'type': 'call', 'children': ['143', '146']},{'id': '143', 'type': 'attribute', 'children': ['144', '145']},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'os'},{'id': '145', 'type': 'identifier', 'children': [], 'value': 'stat'},{'id': '146', 'type': 'argument_list', 'children': ['147']},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '148', 'type': 'raise_statement', 'children': ['149']},{'id': '149', 'type': 'call', 'children': ['150', '151']},{'id': '150', 'type': 'identifier', 'children': [], 'value': 'OSError'},{'id': '151', 'type': 'argument_list', 'children': ['152']},{'id': '152', 'type': 'attribute', 'children': ['153', '154']},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'errno'},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'EEXIST'},{'id': '155', 'type': 'except_clause', 'children': ['156', '160']},{'id': '156', 'type': 'as_pattern', 'children': ['157', '158']},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'OSError'},{'id': '158', 'type': 'as_pattern_target', 'children': ['159']},{'id': '159', 'type': 'identifier', 'children': [], 'value': 'e'},{'id': '160', 'type': 'block', 'children': ['161', '184']},{'id': '161', 'type': 'if_statement', 'children': ['162', '169', '174']},{'id': '162', 'type': 'comparison_operator', 'children': ['163', '166'], 'value': '=='},{'id': '163', 'type': 'attribute', 'children': ['164', '165']},{'id': '164', 'type': 'identifier', 'children': [], 'value': 'e'},{'id': '165', 'type': 'identifier', 'children': [], 'value': 'errno'},{'id': '166', 'type': 'attribute', 'children': ['167', '168']},{'id': '167', 'type': 'identifier', 'children': [], 'value': 'errno'},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'EEXIST'},{'id': '169', 'type': 'block', 'children': ['170']},{'id': '170', 'type': 'if_statement', 'children': ['171', '172']},{'id': '171', 'type': 'identifier', 'children': [], 'value': 'overwrite'},{'id': '172', 'type': 'block', 'children': ['173']},{'id': '173', 'type': 'continue_statement', 'children': []},{'id': '174', 'type': 'elif_clause', 'children': ['175', '182']},{'id': '175', 'type': 'comparison_operator', 'children': ['176', '179'], 'value': '=='},{'id': '176', 'type': 'attribute', 'children': ['177', '178']},{'id': '177', 'type': 'identifier', 'children': [], 'value': 'e'},{'id': '178', 'type': 'identifier', 'children': [], 'value': 'errno'},{'id': '179', 'type': 'attribute', 'children': ['180', '181']},{'id': '180', 'type': 'identifier', 'children': [], 'value': 'errno'},{'id': '181', 'type': 'identifier', 'children': [], 'value': 'ENOENT'},{'id': '182', 'type': 'block', 'children': ['183']},{'id': '183', 'type': 'continue_statement', 'children': []},{'id': '184', 'type': 'raise_statement', 'children': []},{'id': '185', 'type': 'expression_statement', 'children': ['186']},{'id': '186', 'type': 'assignment', 'children': ['187', '188']},{'id': '187', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '188', 'type': 'None', 'children': []},{'id': '189', 'type': 'import_from_statement', 'children': ['190', '194']},{'id': '190', 'type': 'dotted_name', 'children': ['191', '192', '193']},{'id': '191', 'type': 'identifier', 'children': [], 'value': 'pyemma'},{'id': '192', 'type': 'identifier', 'children': [], 'value': '_base'},{'id': '193', 'type': 'identifier', 'children': [], 'value': 'progress'},{'id': '194', 'type': 'dotted_name', 'children': ['195']},{'id': '195', 'type': 'identifier', 'children': [], 'value': 'ProgressReporter'},{'id': '196', 'type': 'expression_statement', 'children': ['197']},{'id': '197', 'type': 'assignment', 'children': ['198', '199']},{'id': '198', 'type': 'identifier', 'children': [], 'value': 'pg'},{'id': '199', 'type': 'call', 'children': ['200', '201']},{'id': '200', 'type': 'identifier', 'children': [], 'value': 'ProgressReporter'},{'id': '201', 'type': 'argument_list', 'children': []},{'id': '202', 'type': 'expression_statement', 'children': ['203']},{'id': '203', 'type': 'assignment', 'children': ['204', '205']},{'id': '204', 'type': 'identifier', 'children': [], 'value': 'it'},{'id': '205', 'type': 'call', 'children': ['206', '209']},{'id': '206', 'type': 'attribute', 'children': ['207', '208']},{'id': '207', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '208', 'type': 'identifier', 'children': [], 'value': 'iterator'},{'id': '209', 'type': 'argument_list', 'children': ['210', '211', '214']},{'id': '210', 'type': 'identifier', 'children': [], 'value': 'stride'},{'id': '211', 'type': 'keyword_argument', 'children': ['212', '213']},{'id': '212', 'type': 'identifier', 'children': [], 'value': 'chunk'},{'id': '213', 'type': 'identifier', 'children': [], 'value': 'chunksize'},{'id': '214', 'type': 'keyword_argument', 'children': ['215', '216']},{'id': '215', 'type': 'identifier', 'children': [], 'value': 'return_trajindex'},{'id': '216', 'type': 'False', 'children': []},{'id': '217', 'type': 'expression_statement', 'children': ['218']},{'id': '218', 'type': 'call', 'children': ['219', '222']},{'id': '219', 'type': 'attribute', 'children': ['220', '221']},{'id': '220', 'type': 'identifier', 'children': [], 'value': 'pg'},{'id': '221', 'type': 'identifier', 'children': [], 'value': 'register'},{'id': '222', 'type': 'argument_list', 'children': ['223', '226']},{'id': '223', 'type': 'attribute', 'children': ['224', '225']},{'id': '224', 'type': 'identifier', 'children': [], 'value': 'it'},{'id': '225', 'type': 'identifier', 'children': [], 'value': 'n_chunks'},{'id': '226', 'type': 'string', 'children': [], 'value': '"saving to csv"'},{'id': '227', 'type': 'with_statement', 'children': ['228', '237']},{'id': '228', 'type': 'with_clause', 'children': ['229', '231']},{'id': '229', 'type': 'with_item', 'children': ['230']},{'id': '230', 'type': 'identifier', 'children': [], 'value': 'it'},{'id': '231', 'type': 'with_item', 'children': ['232']},{'id': '232', 'type': 'call', 'children': ['233', '236']},{'id': '233', 'type': 'attribute', 'children': ['234', '235']},{'id': '234', 'type': 'identifier', 'children': [], 'value': 'pg'},{'id': '235', 'type': 'identifier', 'children': [], 'value': 'context'},{'id': '236', 'type': 'argument_list', 'children': []},{'id': '237', 'type': 'block', 'children': ['238', '243']},{'id': '238', 'type': 'expression_statement', 'children': ['239']},{'id': '239', 'type': 'assignment', 'children': ['240', '241']},{'id': '240', 'type': 'identifier', 'children': [], 'value': 'oldtraj'},{'id': '241', 'type': 'unary_operator', 'children': ['242'], 'value': '-'},{'id': '242', 'type': 'integer', 'children': [], 'value': '1'},{'id': '243', 'type': 'for_statement', 'children': ['244', '245', '246']},{'id': '244', 'type': 'identifier', 'children': [], 'value': 'X'},{'id': '245', 'type': 'identifier', 'children': [], 'value': 'it'},{'id': '246', 'type': 'block', 'children': ['247', '298', '308', '314']},{'id': '247', 'type': 'if_statement', 'children': ['248', '253']},{'id': '248', 'type': 'comparison_operator', 'children': ['249', '250'], 'value': '!='},{'id': '249', 'type': 'identifier', 'children': [], 'value': 'oldtraj'},{'id': '250', 'type': 'attribute', 'children': ['251', '252']},{'id': '251', 'type': 'identifier', 'children': [], 'value': 'it'},{'id': '252', 'type': 'identifier', 'children': [], 'value': 'current_trajindex'},{'id': '253', 'type': 'block', 'children': ['254', '265', '273', '284', '292']},{'id': '254', 'type': 'if_statement', 'children': ['255', '258']},{'id': '255', 'type': 'comparison_operator', 'children': ['256', '257'], 'value': 'is'},{'id': '256', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '257', 'type': 'None', 'children': []},{'id': '258', 'type': 'block', 'children': ['259']},{'id': '259', 'type': 'expression_statement', 'children': ['260']},{'id': '260', 'type': 'call', 'children': ['261', '264']},{'id': '261', 'type': 'attribute', 'children': ['262', '263']},{'id': '262', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '263', 'type': 'identifier', 'children': [], 'value': 'close'},{'id': '264', 'type': 'argument_list', 'children': []},{'id': '265', 'type': 'expression_statement', 'children': ['266']},{'id': '266', 'type': 'assignment', 'children': ['267', '268']},{'id': '267', 'type': 'identifier', 'children': [], 'value': 'fn'},{'id': '268', 'type': 'subscript', 'children': ['269', '270']},{'id': '269', 'type': 'identifier', 'children': [], 'value': 'filenames'},{'id': '270', 'type': 'attribute', 'children': ['271', '272']},{'id': '271', 'type': 'identifier', 'children': [], 'value': 'it'},{'id': '272', 'type': 'identifier', 'children': [], 'value': 'current_trajindex'},{'id': '273', 'type': 'expression_statement', 'children': ['274']},{'id': '274', 'type': 'call', 'children': ['275', '280']},{'id': '275', 'type': 'attribute', 'children': ['276', '279']},{'id': '276', 'type': 'attribute', 'children': ['277', '278']},{'id': '277', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '278', 'type': 'identifier', 'children': [], 'value': 'logger'},{'id': '279', 'type': 'identifier', 'children': [], 'value': 'debug'},{'id': '280', 'type': 'argument_list', 'children': ['281']},{'id': '281', 'type': 'binary_operator', 'children': ['282', '283'], 'value': '%'},{'id': '282', 'type': 'string', 'children': [], 'value': '"opening file %s for writing csv."'},{'id': '283', 'type': 'identifier', 'children': [], 'value': 'fn'},{'id': '284', 'type': 'expression_statement', 'children': ['285']},{'id': '285', 'type': 'assignment', 'children': ['286', '287']},{'id': '286', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '287', 'type': 'call', 'children': ['288', '289']},{'id': '288', 'type': 'identifier', 'children': [], 'value': 'open'},{'id': '289', 'type': 'argument_list', 'children': ['290', '291']},{'id': '290', 'type': 'identifier', 'children': [], 'value': 'fn'},{'id': '291', 'type': 'string', 'children': [], 'value': "'wb'"},{'id': '292', 'type': 'expression_statement', 'children': ['293']},{'id': '293', 'type': 'assignment', 'children': ['294', '295']},{'id': '294', 'type': 'identifier', 'children': [], 'value': 'oldtraj'},{'id': '295', 'type': 'attribute', 'children': ['296', '297']},{'id': '296', 'type': 'identifier', 'children': [], 'value': 'it'},{'id': '297', 'type': 'identifier', 'children': [], 'value': 'current_trajindex'},{'id': '298', 'type': 'expression_statement', 'children': ['299']},{'id': '299', 'type': 'call', 'children': ['300', '303']},{'id': '300', 'type': 'attribute', 'children': ['301', '302']},{'id': '301', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '302', 'type': 'identifier', 'children': [], 'value': 'savetxt'},{'id': '303', 'type': 'argument_list', 'children': ['304', '305', '306']},{'id': '304', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '305', 'type': 'identifier', 'children': [], 'value': 'X'},{'id': '306', 'type': 'dictionary_splat', 'children': ['307']},{'id': '307', 'type': 'identifier', 'children': [], 'value': 'kw'},{'id': '308', 'type': 'expression_statement', 'children': ['309']},{'id': '309', 'type': 'call', 'children': ['310', '313']},{'id': '310', 'type': 'attribute', 'children': ['311', '312']},{'id': '311', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '312', 'type': 'identifier', 'children': [], 'value': 'flush'},{'id': '313', 'type': 'argument_list', 'children': []},{'id': '314', 'type': 'expression_statement', 'children': ['315']},{'id': '315', 'type': 'call', 'children': ['316', '319']},{'id': '316', 'type': 'attribute', 'children': ['317', '318']},{'id': '317', 'type': 'identifier', 'children': [], 'value': 'pg'},{'id': '318', 'type': 'identifier', 'children': [], 'value': 'update'},{'id': '319', 'type': 'argument_list', 'children': ['320', '321']},{'id': '320', 'type': 'integer', 'children': [], 'value': '1'},{'id': '321', 'type': 'integer', 'children': [], 'value': '0'},{'id': '322', 'type': 'if_statement', 'children': ['323', '326']},{'id': '323', 'type': 'comparison_operator', 'children': ['324', '325'], 'value': 'is'},{'id': '324', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '325', 'type': 'None', 'children': []},{'id': '326', 'type': 'block', 'children': ['327']},{'id': '327', 'type': 'expression_statement', 'children': ['328']},{'id': '328', 'type': 'call', 'children': ['329', '332']},{'id': '329', 'type': 'attribute', 'children': ['330', '331']},{'id': '330', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '331', 'type': 'identifier', 'children': [], 'value': 'close'},{'id': '332', 'type': 'argument_list', 'children': []} | def write_to_csv(self, filename=None, extension='.dat', overwrite=False,
stride=1, chunksize=None, **kw):
import os
if not filename:
assert hasattr(self, 'filenames')
filenames = []
for f in self.filenames:
base, _ = os.path.splitext(f)
filenames.append(base + extension)
elif isinstance(filename, str):
filename = filename.replace('{stride}', str(stride))
filenames = [filename.replace('{itraj}', str(itraj)) for itraj
in range(self.number_of_trajectories())]
else:
raise TypeError("filename should be str or None")
self.logger.debug("write_to_csv, filenames=%s" % filenames)
import errno
for f in filenames:
try:
st = os.stat(f)
raise OSError(errno.EEXIST)
except OSError as e:
if e.errno == errno.EEXIST:
if overwrite:
continue
elif e.errno == errno.ENOENT:
continue
raise
f = None
from pyemma._base.progress import ProgressReporter
pg = ProgressReporter()
it = self.iterator(stride, chunk=chunksize, return_trajindex=False)
pg.register(it.n_chunks, "saving to csv")
with it, pg.context():
oldtraj = -1
for X in it:
if oldtraj != it.current_trajindex:
if f is not None:
f.close()
fn = filenames[it.current_trajindex]
self.logger.debug("opening file %s for writing csv." % fn)
f = open(fn, 'wb')
oldtraj = it.current_trajindex
np.savetxt(f, X, **kw)
f.flush()
pg.update(1, 0)
if f is not None:
f.close() |
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r
from .distances import DistanceFeature
atom_pairs = _parse_pairwise_input(
indices, indices2, self.logger, fname='add_distances()')
atom_pairs = self._check_indices(atom_pairs)
f = DistanceFeature(self.topology, atom_pairs, periodic=periodic)
self.__add_feature(f) |
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from .distances import InverseDistanceFeature
atom_pairs = _parse_pairwise_input(
indices, indices2, self.logger, fname='add_inverse_distances()')
atom_pairs = self._check_indices(atom_pairs)
f = InverseDistanceFeature(self.topology, atom_pairs, periodic=periodic)
self.__add_feature(f) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '18']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'add_contacts'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9', '12', '15']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'indices'},{'id': '6', 'type': 'default_parameter', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'indices2'},{'id': '8', 'type': 'None', 'children': []},{'id': '9', 'type': 'default_parameter', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'threshold'},{'id': '11', 'type': 'float', 'children': [], 'value': '0.3'},{'id': '12', 'type': 'default_parameter', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'periodic'},{'id': '14', 'type': 'True', 'children': []},{'id': '15', 'type': 'default_parameter', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'count_contacts'},{'id': '17', 'type': 'False', 'children': []},{'id': '18', 'type': 'block', 'children': ['19', '21', '28', '42', '51', '64']},{'id': '19', 'type': 'expression_statement', 'children': ['20']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'r'},{'id': '21', 'type': 'import_from_statement', 'children': ['22', '26']},{'id': '22', 'type': 'relative_import', 'children': ['23', '24']},{'id': '23', 'type': 'import_prefix', 'children': []},{'id': '24', 'type': 'dotted_name', 'children': ['25']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'distances'},{'id': '26', 'type': 'dotted_name', 'children': ['27']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'ContactFeature'},{'id': '28', 'type': 'expression_statement', 'children': ['29']},{'id': '29', 'type': 'assignment', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'atom_pairs'},{'id': '31', 'type': 'call', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': '_parse_pairwise_input'},{'id': '33', 'type': 'argument_list', 'children': ['34', '35', '36', '39']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'indices'},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'indices2'},{'id': '36', 'type': 'attribute', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'logger'},{'id': '39', 'type': 'keyword_argument', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'fname'},{'id': '41', 'type': 'string', 'children': [], 'value': "'add_contacts()'"},{'id': '42', 'type': 'expression_statement', 'children': ['43']},{'id': '43', 'type': 'assignment', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'atom_pairs'},{'id': '45', 'type': 'call', 'children': ['46', '49']},{'id': '46', 'type': 'attribute', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '48', 'type': 'identifier', 'children': [], 'value': '_check_indices'},{'id': '49', 'type': 'argument_list', 'children': ['50']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'atom_pairs'},{'id': '51', 'type': 'expression_statement', 'children': ['52']},{'id': '52', 'type': 'assignment', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '54', 'type': 'call', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'ContactFeature'},{'id': '56', 'type': 'argument_list', 'children': ['57', '60', '61', '62', '63']},{'id': '57', 'type': 'attribute', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'topology'},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'atom_pairs'},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'threshold'},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'periodic'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'count_contacts'},{'id': '64', 'type': 'expression_statement', 'children': ['65']},{'id': '65', 'type': 'call', 'children': ['66', '69']},{'id': '66', 'type': 'attribute', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '68', 'type': 'identifier', 'children': [], 'value': '__add_feature'},{'id': '69', 'type': 'argument_list', 'children': ['70']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'f'} | def add_contacts(self, indices, indices2=None, threshold=0.3, periodic=True, count_contacts=False):
r
from .distances import ContactFeature
atom_pairs = _parse_pairwise_input(
indices, indices2, self.logger, fname='add_contacts()')
atom_pairs = self._check_indices(atom_pairs)
f = ContactFeature(self.topology, atom_pairs, threshold, periodic, count_contacts)
self.__add_feature(f) |
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'138', '149', '167', '179', '190', '199', '243']},{'id': '15', 'type': 'assert_statement', 'children': ['16', '25']},{'id': '16', 'type': 'call', 'children': ['17', '20']},{'id': '17', 'type': 'attribute', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': '_np'},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'allclose'},{'id': '20', 'type': 'argument_list', 'children': ['21', '24']},{'id': '21', 'type': 'attribute', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'W'},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'T'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'W'},{'id': '25', 'type': 'string', 'children': [], 'value': "'W is not a symmetric matrix'"},{'id': '26', 'type': 'if_statement', 'children': ['27', '34', '52', '85']},{'id': '27', 'type': 'comparison_operator', 'children': ['28', '33'], 'value': '=='},{'id': '28', 'type': 'call', 'children': ['29', '32']},{'id': '29', 'type': 'attribute', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'method'},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'lower'},{'id': '32', 'type': 'argument_list', 'children': []},{'id': '33', 'type': 'string', 'children': [], 'value': "'qr'"},{'id': '34', 'type': 'block', 'children': ['35', '43']},{'id': '35', 'type': 'import_from_statement', 'children': ['36', '41']},{'id': '36', 'type': 'relative_import', 'children': ['37', '38']},{'id': '37', 'type': 'import_prefix', 'children': []},{'id': '38', 'type': 'dotted_name', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'eig_qr'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'eig_qr'},{'id': '41', 'type': 'dotted_name', 'children': ['42']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'eig_qr'},{'id': '43', 'type': 'expression_statement', 'children': ['44']},{'id': '44', 'type': 'assignment', 'children': ['45', '48']},{'id': '45', 'type': 'pattern_list', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'V'},{'id': '48', 'type': 'call', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'eig_qr'},{'id': '50', 'type': 'argument_list', 'children': ['51']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'W'},{'id': '52', 'type': 'elif_clause', 'children': ['53', '60']},{'id': '53', 'type': 'comparison_operator', 'children': ['54', '59'], 'value': '=='},{'id': '54', 'type': 'call', 'children': ['55', '58']},{'id': '55', 'type': 'attribute', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'method'},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'lower'},{'id': '58', 'type': 'argument_list', 'children': []},{'id': '59', 'type': 'string', 'children': [], 'value': "'schur'"},{'id': '60', 'type': 'block', 'children': ['61', '67', '76']},{'id': '61', 'type': 'import_from_statement', 'children': ['62', '65']},{'id': '62', 'type': 'dotted_name', 'children': ['63', '64']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'scipy'},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'linalg'},{'id': '65', 'type': 'dotted_name', 'children': ['66']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'schur'},{'id': '67', 'type': 'expression_statement', 'children': ['68']},{'id': '68', 'type': 'assignment', 'children': ['69', '72']},{'id': '69', 'type': 'pattern_list', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'S'},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'V'},{'id': '72', 'type': 'call', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'schur'},{'id': '74', 'type': 'argument_list', 'children': ['75']},{'id': '75', 'type': 'identifier', 'children': [], 'value': 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'+'},{'id': '92', 'type': 'string', 'children': [], 'value': "'method not implemented: '"},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'method'},{'id': '94', 'type': 'expression_statement', 'children': ['95']},{'id': '95', 'type': 'assignment', 'children': ['96', '99']},{'id': '96', 'type': 'pattern_list', 'children': ['97', '98']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'V'},{'id': '99', 'type': 'call', 'children': ['100', '101']},{'id': '100', 'type': 'identifier', 'children': [], 'value': 'sort_by_norm'},{'id': '101', 'type': 'argument_list', 'children': ['102', '103']},{'id': '102', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'V'},{'id': '104', 'type': 'expression_statement', 'children': ['105']},{'id': '105', 'type': 'assignment', 'children': ['106', '107']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'evmin'},{'id': '107', 'type': 'call', 'children': ['108', '111']},{'id': '108', 'type': 'attribute', 'children': ['109', '110']},{'id': '109', 'type': 'identifier', 'children': [], 'value': '_np'},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'min'},{'id': '111', 'type': 'argument_list', 'children': ['112']},{'id': '112', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '113', 'type': 'if_statement', 'children': ['114', '117']},{'id': '114', 'type': 'comparison_operator', 'children': ['115', '116'], 'value': '<'},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'evmin'},{'id': '116', 'type': 'integer', 'children': [], 'value': '0'},{'id': '117', 'type': 'block', 'children': ['118']},{'id': '118', 'type': 'expression_statement', 'children': ['119']},{'id': '119', 'type': 'assignment', 'children': ['120', '121']},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'epsilon'},{'id': '121', 'type': 'call', 'children': ['122', '123']},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'max'},{'id': '123', 'type': 'argument_list', 'children': ['124', '125']},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'epsilon'},{'id': '125', 'type': 'binary_operator', 'children': ['126', '128'], 'value': '+'},{'id': '126', 'type': 'unary_operator', 'children': ['127'], 'value': '-'},{'id': '127', 'type': 'identifier', 'children': [], 'value': 'evmin'},{'id': '128', 'type': 'float', 'children': [], 'value': '1e-16'},{'id': '129', 'type': 'expression_statement', 'children': ['130']},{'id': '130', 'type': 'assignment', 'children': ['131', '132']},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'evnorms'},{'id': '132', 'type': 'call', 'children': ['133', '136']},{'id': '133', 'type': 'attribute', 'children': ['134', '135']},{'id': '134', 'type': 'identifier', 'children': [], 'value': '_np'},{'id': '135', 'type': 'identifier', 'children': [], 'value': 'abs'},{'id': '136', 'type': 'argument_list', 'children': ['137']},{'id': '137', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '138', 'type': 'expression_statement', 'children': ['139']},{'id': '139', 'type': 'assignment', 'children': ['140', '141']},{'id': '140', 'type': 'identifier', 'children': [], 'value': 'n'},{'id': '141', 'type': 'subscript', 'children': ['142', '148']},{'id': '142', 'type': 'call', 'children': ['143', '146']},{'id': '143', 'type': 'attribute', 'children': ['144', '145']},{'id': '144', 'type': 'identifier', 'children': [], 'value': '_np'},{'id': '145', 'type': 'identifier', 'children': [], 'value': 'shape'},{'id': '146', 'type': 'argument_list', 'children': ['147']},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'evnorms'},{'id': '148', 'type': 'integer', 'children': [], 'value': '0'},{'id': '149', 'type': 'expression_statement', 'children': ['150']},{'id': '150', 'type': 'assignment', 'children': ['151', '152']},{'id': '151', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '152', 'type': 'binary_operator', 'children': ['153', '154'], 'value': '-'},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'n'},{'id': '154', 'type': 'call', 'children': ['155', '158']},{'id': '155', 'type': 'attribute', 'children': ['156', '157']},{'id': '156', 'type': 'identifier', 'children': [], 'value': '_np'},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'searchsorted'},{'id': '158', 'type': 'argument_list', 'children': ['159', '166']},{'id': '159', 'type': 'subscript', 'children': ['160', '161']},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'evnorms'},{'id': '161', 'type': 'slice', 'children': ['162', '163', '164']},{'id': '162', 'type': 'colon', 'children': []},{'id': '163', 'type': 'colon', 'children': []},{'id': '164', 'type': 'unary_operator', 'children': ['165'], 'value': '-'},{'id': '165', 'type': 'integer', 'children': [], 'value': '1'},{'id': '166', 'type': 'identifier', 'children': [], 'value': 'epsilon'},{'id': '167', 'type': 'if_statement', 'children': ['168', '171']},{'id': '168', 'type': 'comparison_operator', 'children': ['169', '170'], 'value': '=='},{'id': '169', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '170', 'type': 'integer', 'children': [], 'value': '0'},{'id': '171', 'type': 'block', 'children': ['172']},{'id': '172', 'type': 'raise_statement', 'children': ['173']},{'id': '173', 'type': 'call', 'children': ['174', '175']},{'id': '174', 'type': 'identifier', 'children': [], 'value': '_ZeroRankError'},{'id': '175', 'type': 'argument_list', 'children': ['176']},{'id': '176', 'type': 'binary_operator', 'children': ['177', '178'], 'value': '%'},{'id': '177', 'type': 'string', 'children': [], 'value': "'All eigenvalues are smaller than %g, rank reduction would discard all dimensions.'"},{'id': '178', 'type': 'identifier', 'children': [], 'value': 'epsilon'},{'id': '179', 'type': 'expression_statement', 'children': ['180']},{'id': '180', 'type': 'assignment', 'children': ['181', '182']},{'id': '181', 'type': 'identifier', 'children': [], 'value': 'Vm'},{'id': '182', 'type': 'subscript', 'children': ['183', '184', '186']},{'id': '183', 'type': 'identifier', 'children': [], 'value': 'V'},{'id': '184', 'type': 'slice', 'children': ['185']},{'id': '185', 'type': 'colon', 'children': []},{'id': '186', 'type': 'slice', 'children': ['187', '188', '189']},{'id': '187', 'type': 'integer', 'children': [], 'value': '0'},{'id': '188', 'type': 'colon', 'children': []},{'id': '189', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '190', 'type': 'expression_statement', 'children': ['191']},{'id': '191', 'type': 'assignment', 'children': ['192', '193']},{'id': '192', 'type': 'identifier', 'children': [], 'value': 'sm'},{'id': '193', 'type': 'subscript', 'children': ['194', '195']},{'id': '194', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '195', 'type': 'slice', 'children': ['196', '197', '198']},{'id': '196', 'type': 'integer', 'children': [], 'value': '0'},{'id': '197', 'type': 'colon', 'children': []},{'id': '198', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '199', 'type': 'if_statement', 'children': ['200', '201']},{'id': '200', 'type': 'identifier', 'children': [], 'value': 'canonical_signs'},{'id': '201', 'type': 'block', 'children': ['202']},{'id': '202', 'type': 'for_statement', 'children': ['203', '204', '208']},{'id': '203', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '204', 'type': 'call', 'children': ['205', '206']},{'id': '205', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '206', 'type': 'argument_list', 'children': ['207']},{'id': '207', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '208', 'type': 'block', 'children': ['209', '227']},{'id': '209', 'type': 'expression_statement', 'children': ['210']},{'id': '210', 'type': 'assignment', 'children': ['211', '212']},{'id': '211', 'type': 'identifier', 'children': [], 'value': 'jj'},{'id': '212', 'type': 'call', 'children': ['213', '216']},{'id': '213', 'type': 'attribute', 'children': ['214', '215']},{'id': '214', 'type': 'identifier', 'children': [], 'value': '_np'},{'id': '215', 'type': 'identifier', 'children': [], 'value': 'argmax'},{'id': '216', 'type': 'argument_list', 'children': ['217']},{'id': '217', 'type': 'call', 'children': ['218', '221']},{'id': '218', 'type': 'attribute', 'children': ['219', '220']},{'id': '219', 'type': 'identifier', 'children': [], 'value': '_np'},{'id': '220', 'type': 'identifier', 'children': [], 'value': 'abs'},{'id': '221', 'type': 'argument_list', 'children': ['222']},{'id': '222', 'type': 'subscript', 'children': ['223', '224', '226']},{'id': '223', 'type': 'identifier', 'children': [], 'value': 'Vm'},{'id': '224', 'type': 'slice', 'children': ['225']},{'id': '225', 'type': 'colon', 'children': []},{'id': '226', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '227', 'type': 'expression_statement', 'children': ['228']},{'id': '228', 'type': 'augmented_assignment', 'children': ['229', '234'], 'value': '*='},{'id': '229', 'type': 'subscript', 'children': ['230', '231', '233']},{'id': '230', 'type': 'identifier', 'children': [], 'value': 'Vm'},{'id': '231', 'type': 'slice', 'children': ['232']},{'id': '232', 'type': 'colon', 'children': []},{'id': '233', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '234', 'type': 'call', 'children': ['235', '238']},{'id': '235', 'type': 'attribute', 'children': ['236', '237']},{'id': '236', 'type': 'identifier', 'children': [], 'value': '_np'},{'id': '237', 'type': 'identifier', 'children': [], 'value': 'sign'},{'id': '238', 'type': 'argument_list', 'children': ['239']},{'id': '239', 'type': 'subscript', 'children': ['240', '241', '242']},{'id': '240', 'type': 'identifier', 'children': [], 'value': 'Vm'},{'id': '241', 'type': 'identifier', 'children': [], 'value': 'jj'},{'id': '242', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '243', 'type': 'return_statement', 'children': ['244']},{'id': '244', 'type': 'expression_list', 'children': ['245', '246']},{'id': '245', 'type': 'identifier', 'children': [], 'value': 'sm'},{'id': '246', 'type': 'identifier', 'children': [], 'value': 'Vm'} | def spd_eig(W, epsilon=1e-10, method='QR', canonical_signs=False):
assert _np.allclose(W.T, W), 'W is not a symmetric matrix'
if method.lower() == 'qr':
from .eig_qr.eig_qr import eig_qr
s, V = eig_qr(W)
elif method.lower() == 'schur':
from scipy.linalg import schur
S, V = schur(W)
s = _np.diag(S)
else:
raise ValueError('method not implemented: ' + method)
s, V = sort_by_norm(s, V)
evmin = _np.min(s)
if evmin < 0:
epsilon = max(epsilon, -evmin + 1e-16)
evnorms = _np.abs(s)
n = _np.shape(evnorms)[0]
m = n - _np.searchsorted(evnorms[::-1], epsilon)
if m == 0:
raise _ZeroRankError('All eigenvalues are smaller than %g, rank reduction would discard all dimensions.'%epsilon)
Vm = V[:, 0:m]
sm = s[0:m]
if canonical_signs:
for j in range(m):
jj = _np.argmax(_np.abs(Vm[:, j]))
Vm[:, j] *= _np.sign(Vm[jj, j])
return sm, Vm |
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'15', 'type': 'block', 'children': ['16', '18', '34', '52', '95', '105', '115', '163']},{'id': '16', 'type': 'expression_statement', 'children': ['17']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'r'},{'id': '18', 'type': 'expression_statement', 'children': ['19']},{'id': '19', 'type': 'assignment', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'L'},{'id': '21', 'type': 'call', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'spd_inv_split'},{'id': '23', 'type': 'argument_list', 'children': ['24', '25', '28', '31']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'C0'},{'id': '25', 'type': 'keyword_argument', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'epsilon'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'epsilon'},{'id': '28', 'type': 'keyword_argument', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'method'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'method'},{'id': '31', 'type': 'keyword_argument', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'canonical_signs'},{'id': '33', 'type': 'True', 'children': []},{'id': '34', 'type': 'expression_statement', 'children': ['35']},{'id': '35', 'type': 'assignment', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'Ct_trans'},{'id': '37', 'type': 'call', 'children': ['38', '41']},{'id': '38', 'type': 'attribute', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': '_np'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'dot'},{'id': '41', 'type': 'argument_list', 'children': ['42', '51']},{'id': '42', 'type': 'call', 'children': ['43', '46']},{'id': '43', 'type': 'attribute', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': '_np'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'dot'},{'id': '46', 'type': 'argument_list', 'children': ['47', '50']},{'id': '47', 'type': 'attribute', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'L'},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'T'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'Ct'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'L'},{'id': '52', 'type': 'if_statement', 'children': ['53', '62', '78']},{'id': '53', 'type': 'call', 'children': ['54', '57']},{'id': '54', 'type': 'attribute', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': '_np'},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'allclose'},{'id': '57', 'type': 'argument_list', 'children': ['58', '61']},{'id': '58', 'type': 'attribute', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'Ct'},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'T'},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'Ct'},{'id': '62', 'type': 'block', 'children': ['63', '69']},{'id': '63', 'type': 'import_from_statement', 'children': ['64', '67']},{'id': '64', 'type': 'dotted_name', 'children': ['65', '66']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'scipy'},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'linalg'},{'id': '67', 'type': 'dotted_name', 'children': ['68']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'eigh'},{'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': 'l'},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'R_trans'},{'id': '74', 'type': 'call', 'children': ['75', '76']},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'eigh'},{'id': '76', 'type': 'argument_list', 'children': ['77']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'Ct_trans'},{'id': '78', 'type': 'else_clause', 'children': ['79']},{'id': '79', 'type': 'block', 'children': ['80', '86']},{'id': '80', 'type': 'import_from_statement', 'children': ['81', '84']},{'id': '81', 'type': 'dotted_name', 'children': ['82', '83']},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'scipy'},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'linalg'},{'id': '84', 'type': 'dotted_name', 'children': ['85']},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'eig'},{'id': '86', 'type': 'expression_statement', 'children': ['87']},{'id': '87', 'type': 'assignment', 'children': ['88', '91']},{'id': '88', 'type': 'pattern_list', 'children': ['89', '90']},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'l'},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'R_trans'},{'id': '91', 'type': 'call', 'children': ['92', '93']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'eig'},{'id': '93', 'type': 'argument_list', 'children': ['94']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'Ct_trans'},{'id': '95', 'type': 'expression_statement', 'children': ['96']},{'id': '96', 'type': 'assignment', 'children': ['97', '100']},{'id': '97', 'type': 'pattern_list', 'children': ['98', '99']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'l'},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'R_trans'},{'id': '100', 'type': 'call', 'children': ['101', '102']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'sort_by_norm'},{'id': '102', 'type': 'argument_list', 'children': ['103', '104']},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'l'},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'R_trans'},{'id': '105', 'type': 'expression_statement', 'children': ['106']},{'id': '106', 'type': 'assignment', 'children': ['107', '108']},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'R'},{'id': '108', 'type': 'call', 'children': ['109', '112']},{'id': '109', 'type': 'attribute', 'children': ['110', '111']},{'id': '110', 'type': 'identifier', 'children': [], 'value': '_np'},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'dot'},{'id': '112', 'type': 'argument_list', 'children': ['113', '114']},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'L'},{'id': '114', 'type': 'identifier', 'children': [], 'value': 'R_trans'},{'id': '115', 'type': 'if_statement', 'children': ['116', '117']},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'sign_maxelement'},{'id': '117', 'type': 'block', 'children': ['118']},{'id': '118', 'type': 'for_statement', 'children': ['119', '120', '128']},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '120', 'type': 'call', 'children': ['121', '122']},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '122', 'type': 'argument_list', 'children': ['123']},{'id': '123', 'type': 'subscript', 'children': ['124', '127']},{'id': '124', 'type': 'attribute', 'children': ['125', '126']},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'R'},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'shape'},{'id': '127', 'type': 'integer', 'children': [], 'value': '1'},{'id': '128', 'type': 'block', 'children': ['129', '147']},{'id': '129', 'type': 'expression_statement', 'children': ['130']},{'id': '130', 'type': 'assignment', 'children': ['131', '132']},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'imax'},{'id': '132', 'type': 'call', 'children': ['133', '136']},{'id': '133', 'type': 'attribute', 'children': ['134', '135']},{'id': '134', 'type': 'identifier', 'children': [], 'value': '_np'},{'id': '135', 'type': 'identifier', 'children': [], 'value': 'argmax'},{'id': '136', 'type': 'argument_list', 'children': ['137']},{'id': '137', 'type': 'call', 'children': ['138', '141']},{'id': '138', 'type': 'attribute', 'children': ['139', '140']},{'id': '139', 'type': 'identifier', 'children': [], 'value': '_np'},{'id': '140', 'type': 'identifier', 'children': [], 'value': 'abs'},{'id': '141', 'type': 'argument_list', 'children': ['142']},{'id': '142', 'type': 'subscript', 'children': ['143', '144', '146']},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'R'},{'id': '144', 'type': 'slice', 'children': ['145']},{'id': '145', 'type': 'colon', 'children': []},{'id': '146', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '147', 'type': 'expression_statement', 'children': ['148']},{'id': '148', 'type': 'augmented_assignment', 'children': ['149', '154'], 'value': '*='},{'id': '149', 'type': 'subscript', 'children': ['150', '151', '153']},{'id': '150', 'type': 'identifier', 'children': [], 'value': 'R'},{'id': '151', 'type': 'slice', 'children': ['152']},{'id': '152', 'type': 'colon', 'children': []},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '154', 'type': 'call', 'children': ['155', '158']},{'id': '155', 'type': 'attribute', 'children': ['156', '157']},{'id': '156', 'type': 'identifier', 'children': [], 'value': '_np'},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'sign'},{'id': '158', 'type': 'argument_list', 'children': ['159']},{'id': '159', 'type': 'subscript', 'children': ['160', '161', '162']},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'R'},{'id': '161', 'type': 'identifier', 'children': [], 'value': 'imax'},{'id': '162', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '163', 'type': 'return_statement', 'children': ['164']},{'id': '164', 'type': 'expression_list', 'children': ['165', '166']},{'id': '165', 'type': 'identifier', 'children': [], 'value': 'l'},{'id': '166', 'type': 'identifier', 'children': [], 'value': 'R'} | def eig_corr(C0, Ct, epsilon=1e-10, method='QR', sign_maxelement=False):
r
L = spd_inv_split(C0, epsilon=epsilon, method=method, canonical_signs=True)
Ct_trans = _np.dot(_np.dot(L.T, Ct), L)
if _np.allclose(Ct.T, Ct):
from scipy.linalg import eigh
l, R_trans = eigh(Ct_trans)
else:
from scipy.linalg import eig
l, R_trans = eig(Ct_trans)
l, R_trans = sort_by_norm(l, R_trans)
R = _np.dot(L, R_trans)
if sign_maxelement:
for j in range(R.shape[1]):
imax = _np.argmax(_np.abs(R[:, j]))
R[:, j] *= _np.sign(R[imax, j])
return l, R |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '14']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sortino_ratio'},{'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': 'threshold'},{'id': '7', 'type': 'float', 'children': [], 'value': '0.0'},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'ddof'},{'id': '10', 'type': 'integer', 'children': [], 'value': '0'},{'id': '11', 'type': 'default_parameter', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'freq'},{'id': '13', 'type': 'None', 'children': []},{'id': '14', 'type': 'block', 'children': ['15', '32']},{'id': '15', 'type': 'expression_statement', 'children': ['16']},{'id': '16', 'type': 'assignment', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'stdev'},{'id': '18', 'type': 'call', 'children': ['19', '22']},{'id': '19', 'type': 'attribute', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'semi_stdev'},{'id': '22', 'type': 'argument_list', 'children': ['23', '26', '29']},{'id': '23', 'type': 'keyword_argument', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'threshold'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'threshold'},{'id': '26', 'type': 'keyword_argument', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'ddof'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'ddof'},{'id': '29', 'type': 'keyword_argument', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'freq'},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'freq'},{'id': '32', 'type': 'return_statement', 'children': ['33']},{'id': '33', 'type': 'binary_operator', 'children': ['34', '42'], 'value': '/'},{'id': '34', 'type': '()', 'children': ['35']},{'id': '35', 'type': 'binary_operator', 'children': ['36', '41'], 'value': '-'},{'id': '36', 'type': 'call', 'children': ['37', '40']},{'id': '37', 'type': 'attribute', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'anlzd_ret'},{'id': '40', 'type': 'argument_list', 'children': []},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'threshold'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'stdev'} | def sortino_ratio(self, threshold=0.0, ddof=0, freq=None):
stdev = self.semi_stdev(threshold=threshold, ddof=ddof, freq=freq)
return (self.anlzd_ret() - threshold) / stdev |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']},{'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': 'columnId'},{'id': '6', 'type': 'default_parameter', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '8', 'type': 'attribute', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'Qt'},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'AscendingOrder'},{'id': '11', 'type': 'block', 'children': ['12', '20', '28', '38', '57', '65']},{'id': '12', 'type': 'expression_statement', 'children': ['13']},{'id': '13', 'type': 'call', 'children': ['14', '19']},{'id': '14', 'type': 'attribute', 'children': ['15', '18']},{'id': '15', 'type': 'attribute', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'layoutAboutToBeChanged'},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'emit'},{'id': '19', 'type': 'argument_list', 'children': []},{'id': '20', 'type': 'expression_statement', 'children': ['21']},{'id': '21', 'type': 'call', 'children': ['22', '27']},{'id': '22', 'type': 'attribute', 'children': ['23', '26']},{'id': '23', 'type': 'attribute', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'sortingAboutToStart'},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'emit'},{'id': '27', 'type': 'argument_list', 'children': []},{'id': '28', 'type': 'expression_statement', 'children': ['29']},{'id': '29', 'type': 'assignment', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'column'},{'id': '31', 'type': 'subscript', 'children': ['32', '37']},{'id': '32', 'type': 'attribute', 'children': ['33', '36']},{'id': '33', 'type': 'attribute', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '35', 'type': 'identifier', 'children': [], 'value': '_dataFrame'},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'columns'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'columnId'},{'id': '38', 'type': 'expression_statement', 'children': ['39']},{'id': '39', 'type': 'call', 'children': ['40', '45']},{'id': '40', 'type': 'attribute', 'children': ['41', '44']},{'id': '41', 'type': 'attribute', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '43', 'type': 'identifier', 'children': [], 'value': '_dataFrame'},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'sort_values'},{'id': '45', 'type': 'argument_list', 'children': ['46', '47', '54']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'column'},{'id': '47', 'type': 'keyword_argument', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'ascending'},{'id': '49', 'type': 'not_operator', 'children': ['50']},{'id': '50', 'type': 'call', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'bool'},{'id': '52', 'type': 'argument_list', 'children': ['53']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '54', 'type': 'keyword_argument', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'inplace'},{'id': '56', 'type': 'True', 'children': []},{'id': '57', 'type': 'expression_statement', 'children': ['58']},{'id': '58', 'type': 'call', 'children': ['59', '64']},{'id': '59', 'type': 'attribute', 'children': ['60', '63']},{'id': '60', 'type': 'attribute', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'layoutChanged'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'emit'},{'id': '64', 'type': 'argument_list', 'children': []},{'id': '65', 'type': 'expression_statement', 'children': ['66']},{'id': '66', 'type': 'call', 'children': ['67', '72']},{'id': '67', 'type': 'attribute', 'children': ['68', '71']},{'id': '68', 'type': 'attribute', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'sortingFinished'},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'emit'},{'id': '72', 'type': 'argument_list', 'children': []} | def sort(self, columnId, order=Qt.AscendingOrder):
self.layoutAboutToBeChanged.emit()
self.sortingAboutToStart.emit()
column = self._dataFrame.columns[columnId]
self._dataFrame.sort_values(column, ascending=not bool(order), inplace=True)
self.layoutChanged.emit()
self.sortingFinished.emit() |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'run'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'clf'},{'id': '6', 'type': 'block', 'children': ['7', '17', '29', '44', '60', '72', '83', '91', '95', '151']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'rank'},{'id': '10', 'type': 'call', 'children': ['11', '16']},{'id': '11', 'type': 'attribute', 'children': ['12', '15']},{'id': '12', 'type': 'attribute', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'MPI'},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'COMM_WORLD'},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'Get_rank'},{'id': '16', 'type': 'argument_list', 'children': []},{'id': '17', 'type': 'if_statement', 'children': ['18', '21']},{'id': '18', 'type': 'comparison_operator', 'children': ['19', '20'], 'value': '=='},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'rank'},{'id': '20', 'type': 'integer', 'children': [], 'value': '0'},{'id': '21', 'type': 'block', 'children': ['22']},{'id': '22', 'type': 'expression_statement', 'children': ['23']},{'id': '23', 'type': 'call', 'children': ['24', '27']},{'id': '24', 'type': 'attribute', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'logger'},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'info'},{'id': '27', 'type': 'argument_list', 'children': ['28']},{'id': '28', 'type': 'string', 'children': [], 'value': "'running activity-based voxel selection via Searchlight'"},{'id': '29', 'type': 'expression_statement', 'children': ['30']},{'id': '30', 'type': 'call', 'children': ['31', '36']},{'id': '31', 'type': 'attribute', 'children': ['32', '35']},{'id': '32', 'type': 'attribute', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'sl'},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'distribute'},{'id': '36', 'type': 'argument_list', 'children': ['37', '41']},{'id': '37', 'type': 'list', 'children': ['38'], 'value': '[self.data]'},{'id': '38', 'type': 'attribute', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '41', 'type': 'attribute', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'mask'},{'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': 'sl'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'broadcast'},{'id': '51', 'type': 'argument_list', 'children': ['52']},{'id': '52', 'type': 'tuple', 'children': ['53', '56', '59']},{'id': '53', 'type': 'attribute', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'labels'},{'id': '56', 'type': 'attribute', 'children': ['57', '58']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'num_folds'},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'clf'},{'id': '60', 'type': 'if_statement', 'children': ['61', '64']},{'id': '61', 'type': 'comparison_operator', 'children': ['62', '63'], 'value': '=='},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'rank'},{'id': '63', 'type': 'integer', 'children': [], 'value': '0'},{'id': '64', 'type': 'block', 'children': ['65']},{'id': '65', 'type': 'expression_statement', 'children': ['66']},{'id': '66', 'type': 'call', 'children': ['67', '70']},{'id': '67', 'type': 'attribute', 'children': ['68', '69']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'logger'},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'info'},{'id': '70', 'type': 'argument_list', 'children': ['71']},{'id': '71', 'type': 'string', 'children': [], 'value': "'data preparation done'"},{'id': '72', 'type': 'expression_statement', 'children': ['73']},{'id': '73', 'type': 'assignment', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'result_volume'},{'id': '75', 'type': 'call', 'children': ['76', '81']},{'id': '76', 'type': 'attribute', 'children': ['77', '80']},{'id': '77', 'type': 'attribute', 'children': ['78', '79']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'sl'},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'run_searchlight'},{'id': '81', 'type': 'argument_list', 'children': ['82']},{'id': '82', 'type': 'identifier', 'children': [], 'value': '_sfn'},{'id': '83', 'type': 'expression_statement', 'children': ['84']},{'id': '84', 'type': 'assignment', 'children': ['85', '86']},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'result_list'},{'id': '86', 'type': 'subscript', 'children': ['87', '88']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'result_volume'},{'id': '88', 'type': 'attribute', 'children': ['89', '90']},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'mask'},{'id': '91', 'type': 'expression_statement', 'children': ['92']},{'id': '92', 'type': 'assignment', 'children': ['93', '94']},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '94', 'type': 'list', 'children': [], 'value': '[]'},{'id': '95', 'type': 'if_statement', 'children': ['96', '99']},{'id': '96', 'type': 'comparison_operator', 'children': ['97', '98'], 'value': '=='},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'rank'},{'id': '98', 'type': 'integer', 'children': [], 'value': '0'},{'id': '99', 'type': 'block', 'children': ['100', '127', '144']},{'id': '100', 'type': 'for_statement', 'children': ['101', '104', '108']},{'id': '101', 'type': 'pattern_list', 'children': ['102', '103']},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '104', 'type': 'call', 'children': ['105', '106']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'enumerate'},{'id': '106', 'type': 'argument_list', 'children': ['107']},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'result_list'},{'id': '108', 'type': 'block', 'children': ['109', '118']},{'id': '109', 'type': 'if_statement', 'children': ['110', '113']},{'id': '110', 'type': 'comparison_operator', 'children': ['111', '112'], 'value': 'is'},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '112', 'type': 'None', 'children': []},{'id': '113', 'type': 'block', 'children': ['114']},{'id': '114', 'type': 'expression_statement', 'children': ['115']},{'id': '115', 'type': 'assignment', 'children': ['116', '117']},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '117', 'type': 'integer', 'children': [], 'value': '0'},{'id': '118', 'type': 'expression_statement', 'children': ['119']},{'id': '119', 'type': 'call', 'children': ['120', '123']},{'id': '120', 'type': 'attribute', 'children': ['121', '122']},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '123', 'type': 'argument_list', 'children': ['124']},{'id': '124', 'type': 'tuple', 'children': ['125', '126']},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '127', 'type': 'expression_statement', 'children': ['128']},{'id': '128', 'type': 'call', 'children': ['129', '132']},{'id': '129', 'type': 'attribute', 'children': ['130', '131']},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '132', 'type': 'argument_list', 'children': ['133', '141']},{'id': '133', 'type': 'keyword_argument', 'children': ['134', '135']},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '135', 'type': 'lambda', 'children': ['136', '138']},{'id': '136', 'type': 'lambda_parameters', 'children': ['137']},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'tup'},{'id': '138', 'type': 'subscript', 'children': ['139', '140']},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'tup'},{'id': '140', 'type': 'integer', 'children': [], 'value': '1'},{'id': '141', 'type': 'keyword_argument', 'children': ['142', '143']},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '143', 'type': 'True', 'children': []},{'id': '144', 'type': 'expression_statement', 'children': ['145']},{'id': '145', 'type': 'call', 'children': ['146', '149']},{'id': '146', 'type': 'attribute', 'children': ['147', '148']},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'logger'},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'info'},{'id': '149', 'type': 'argument_list', 'children': ['150']},{'id': '150', 'type': 'string', 'children': [], 'value': "'activity-based voxel selection via Searchlight is done'"},{'id': '151', 'type': 'return_statement', 'children': ['152']},{'id': '152', 'type': 'expression_list', 'children': ['153', '154']},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'result_volume'},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'results'} | def run(self, clf):
rank = MPI.COMM_WORLD.Get_rank()
if rank == 0:
logger.info(
'running activity-based voxel selection via Searchlight'
)
self.sl.distribute([self.data], self.mask)
self.sl.broadcast((self.labels, self.num_folds, clf))
if rank == 0:
logger.info(
'data preparation done'
)
result_volume = self.sl.run_searchlight(_sfn)
result_list = result_volume[self.mask]
results = []
if rank == 0:
for idx, value in enumerate(result_list):
if value is None:
value = 0
results.append((idx, value))
results.sort(key=lambda tup: tup[1], reverse=True)
logger.info(
'activity-based voxel selection via Searchlight is done'
)
return result_volume, results |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'run'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'clf'},{'id': '6', 'type': 'block', 'children': ['7', '17', '62']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'rank'},{'id': '10', 'type': 'call', 'children': ['11', '16']},{'id': '11', 'type': 'attribute', 'children': ['12', '15']},{'id': '12', 'type': 'attribute', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'MPI'},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'COMM_WORLD'},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'Get_rank'},{'id': '16', 'type': 'argument_list', 'children': []},{'id': '17', 'type': 'if_statement', 'children': ['18', '23', '49']},{'id': '18', 'type': 'comparison_operator', 'children': ['19', '20'], 'value': '=='},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'rank'},{'id': '20', 'type': 'attribute', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'master_rank'},{'id': '23', 'type': 'block', 'children': ['24', '32']},{'id': '24', 'type': 'expression_statement', 'children': ['25']},{'id': '25', 'type': 'assignment', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'results'},{'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': '_master'},{'id': '31', 'type': 'argument_list', 'children': []},{'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': 'results'},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '37', 'type': 'argument_list', 'children': ['38', '46']},{'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': 'tup'},{'id': '43', 'type': 'subscript', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'tup'},{'id': '45', 'type': 'integer', 'children': [], 'value': '1'},{'id': '46', 'type': 'keyword_argument', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '48', 'type': 'True', 'children': []},{'id': '49', 'type': 'else_clause', 'children': ['50']},{'id': '50', 'type': 'block', 'children': ['51', '58']},{'id': '51', 'type': 'expression_statement', 'children': ['52']},{'id': '52', 'type': 'call', 'children': ['53', '56']},{'id': '53', 'type': 'attribute', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '55', 'type': 'identifier', 'children': [], 'value': '_worker'},{'id': '56', 'type': 'argument_list', 'children': ['57']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'clf'},{'id': '58', 'type': 'expression_statement', 'children': ['59']},{'id': '59', 'type': 'assignment', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '61', 'type': 'list', 'children': [], 'value': '[]'},{'id': '62', 'type': 'return_statement', 'children': ['63']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'results'} | def run(self, clf):
rank = MPI.COMM_WORLD.Get_rank()
if rank == self.master_rank:
results = self._master()
results.sort(key=lambda tup: tup[1], reverse=True)
else:
self._worker(clf)
results = []
return results |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '12']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'column_or_label'},{'id': '6', 'type': 'default_parameter', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'descending'},{'id': '8', 'type': 'False', 'children': []},{'id': '9', 'type': 'default_parameter', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'distinct'},{'id': '11', 'type': 'False', 'children': []},{'id': '12', 'type': 'block', 'children': ['13', '22', '56', '68', '86']},{'id': '13', 'type': 'expression_statement', 'children': ['14']},{'id': '14', 'type': 'assignment', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'column'},{'id': '16', 'type': 'call', 'children': ['17', '20']},{'id': '17', 'type': 'attribute', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '19', 'type': 'identifier', 'children': [], 'value': '_get_column'},{'id': '20', 'type': 'argument_list', 'children': ['21']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'column_or_label'},{'id': '22', 'type': 'if_statement', 'children': ['23', '24', '39']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'distinct'},{'id': '24', 'type': 'block', 'children': ['25']},{'id': '25', 'type': 'expression_statement', 'children': ['26']},{'id': '26', 'type': 'assignment', 'children': ['27', '30']},{'id': '27', 'type': 'pattern_list', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': '_'},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'row_numbers'},{'id': '30', 'type': 'call', 'children': ['31', '34']},{'id': '31', 'type': 'attribute', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'unique'},{'id': '34', 'type': 'argument_list', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'column'},{'id': '36', 'type': 'keyword_argument', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'return_index'},{'id': '38', 'type': 'True', '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': 'row_numbers'},{'id': '44', 'type': 'call', 'children': ['45', '48']},{'id': '45', 'type': 'attribute', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'argsort'},{'id': '48', 'type': 'argument_list', 'children': ['49', '50', '53']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'column'},{'id': '50', 'type': 'keyword_argument', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'axis'},{'id': '52', 'type': 'integer', 'children': [], 'value': '0'},{'id': '53', 'type': 'keyword_argument', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'kind'},{'id': '55', 'type': 'string', 'children': [], 'value': "'mergesort'"},{'id': '56', 'type': 'assert_statement', 'children': ['57', '67']},{'id': '57', 'type': 'call', 'children': ['58', '66']},{'id': '58', 'type': 'attribute', 'children': ['59', '65']},{'id': '59', 'type': '()', 'children': ['60']},{'id': '60', 'type': 'comparison_operator', 'children': ['61', '62'], 'value': '<'},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'row_numbers'},{'id': '62', 'type': 'attribute', 'children': ['63', '64']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'num_rows'},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'all'},{'id': '66', 'type': 'argument_list', 'children': []},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'row_numbers'},{'id': '68', 'type': 'if_statement', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'descending'},{'id': '70', 'type': 'block', 'children': ['71']},{'id': '71', 'type': 'expression_statement', 'children': ['72']},{'id': '72', 'type': 'assignment', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'row_numbers'},{'id': '74', 'type': 'call', 'children': ['75', '78']},{'id': '75', 'type': 'attribute', 'children': ['76', '77']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'array'},{'id': '78', 'type': 'argument_list', 'children': ['79']},{'id': '79', 'type': 'subscript', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'row_numbers'},{'id': '81', 'type': 'slice', 'children': ['82', '83', '84']},{'id': '82', 'type': 'colon', 'children': []},{'id': '83', 'type': 'colon', 'children': []},{'id': '84', 'type': 'unary_operator', 'children': ['85'], 'value': '-'},{'id': '85', 'type': 'integer', 'children': [], 'value': '1'},{'id': '86', 'type': 'return_statement', 'children': ['87']},{'id': '87', 'type': 'call', 'children': ['88', '91']},{'id': '88', 'type': 'attribute', 'children': ['89', '90']},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'take'},{'id': '91', 'type': 'argument_list', 'children': ['92']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'row_numbers'} | def sort(self, column_or_label, descending=False, distinct=False):
column = self._get_column(column_or_label)
if distinct:
_, row_numbers = np.unique(column, return_index=True)
else:
row_numbers = np.argsort(column, axis=0, kind='mergesort')
assert (row_numbers < self.num_rows).all(), row_numbers
if descending:
row_numbers = np.array(row_numbers[::-1])
return self.take(row_numbers) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_sub_expand'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'tags'},{'id': '6', 'type': 'block', 'children': ['7', '11', '20', '89']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'entities'},{'id': '10', 'type': 'dictionary', 'children': []},{'id': '11', 'type': 'expression_statement', 'children': ['12']},{'id': '12', 'type': 'assignment', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'graph'},{'id': '14', 'type': 'call', 'children': ['15', '18']},{'id': '15', 'type': 'attribute', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '17', 'type': 'identifier', 'children': [], 'value': '_build_graph'},{'id': '18', 'type': 'argument_list', 'children': ['19']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'tags'},{'id': '20', 'type': 'for_statement', 'children': ['21', '22', '23']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'tag'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'tags'},{'id': '23', 'type': 'block', 'children': ['24']},{'id': '24', 'type': 'for_statement', 'children': ['25', '26', '38']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'entity_index'},{'id': '26', 'type': 'call', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'xrange'},{'id': '28', 'type': 'argument_list', 'children': ['29']},{'id': '29', 'type': 'call', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '31', 'type': 'argument_list', 'children': ['32']},{'id': '32', 'type': 'call', 'children': ['33', '36']},{'id': '33', 'type': 'attribute', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'tag'},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '36', 'type': 'argument_list', 'children': ['37']},{'id': '37', 'type': 'string', 'children': [], 'value': "'entities'"},{'id': '38', 'type': 'block', 'children': ['39', '47', '59']},{'id': '39', 'type': 'expression_statement', 'children': ['40']},{'id': '40', 'type': 'assignment', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'node_name'},{'id': '42', 'type': 'call', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'graph_key_from_tag'},{'id': '44', 'type': 'argument_list', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'tag'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'entity_index'},{'id': '47', 'type': 'if_statement', 'children': ['48', '52']},{'id': '48', 'type': 'not_operator', 'children': ['49']},{'id': '49', 'type': 'comparison_operator', 'children': ['50', '51'], 'value': 'in'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'node_name'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'entities'},{'id': '52', 'type': 'block', 'children': ['53']},{'id': '53', 'type': 'expression_statement', 'children': ['54']},{'id': '54', 'type': 'assignment', 'children': ['55', '58']},{'id': '55', 'type': 'subscript', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'entities'},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'node_name'},{'id': '58', 'type': 'list', 'children': [], 'value': '[]'},{'id': '59', 'type': 'expression_statement', 'children': ['60']},{'id': '60', 'type': 'augmented_assignment', 'children': ['61', '64'], 'value': '+='},{'id': '61', 'type': 'subscript', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'entities'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'node_name'},{'id': '64', 'type': 'list', 'children': ['65', '74', '88'], 'value': "[\n tag.get('entities', [])[entity_index],\n tag.get('entities', [])[entity_index].get('confidence'),\n tag\n ]"},{'id': '65', 'type': 'subscript', 'children': ['66', '73']},{'id': '66', 'type': 'call', 'children': ['67', '70']},{'id': '67', 'type': 'attribute', 'children': ['68', '69']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'tag'},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '70', 'type': 'argument_list', 'children': ['71', '72']},{'id': '71', 'type': 'string', 'children': [], 'value': "'entities'"},{'id': '72', 'type': 'list', 'children': [], 'value': '[]'},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'entity_index'},{'id': '74', 'type': 'call', 'children': ['75', '86']},{'id': '75', 'type': 'attribute', 'children': ['76', '85']},{'id': '76', 'type': 'subscript', 'children': ['77', '84']},{'id': '77', 'type': 'call', 'children': ['78', '81']},{'id': '78', 'type': 'attribute', 'children': ['79', '80']},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'tag'},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '81', 'type': 'argument_list', 'children': ['82', '83']},{'id': '82', 'type': 'string', 'children': [], 'value': "'entities'"},{'id': '83', 'type': 'list', 'children': [], 'value': '[]'},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'entity_index'},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '86', 'type': 'argument_list', 'children': ['87']},{'id': '87', 'type': 'string', 'children': [], 'value': "'confidence'"},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'tag'},{'id': '89', 'type': 'for_statement', 'children': ['90', '91', '99']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'clique'},{'id': '91', 'type': 'call', 'children': ['92', '93']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'get_cliques'},{'id': '93', 'type': 'argument_list', 'children': ['94', '98']},{'id': '94', 'type': 'call', 'children': ['95', '96']},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '96', 'type': 'argument_list', 'children': ['97']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'entities'},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'graph'},{'id': '99', 'type': 'block', 'children': ['100', '104', '220', '238']},{'id': '100', 'type': 'expression_statement', 'children': ['101']},{'id': '101', 'type': 'assignment', 'children': ['102', '103']},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '103', 'type': 'list', 'children': [], 'value': '[]'},{'id': '104', 'type': 'for_statement', 'children': ['105', '106', '107']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'entity_name'},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'clique'},{'id': '107', 'type': 'block', 'children': ['108', '122', '130', '213']},{'id': '108', 'type': 'expression_statement', 'children': ['109']},{'id': '109', 'type': 'assignment', 'children': ['110', '111']},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'start_token'},{'id': '111', 'type': 'call', 'children': ['112', '113']},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '113', 'type': 'argument_list', 'children': ['114']},{'id': '114', 'type': 'subscript', 'children': ['115', '121']},{'id': '115', 'type': 'call', 'children': ['116', '119']},{'id': '116', 'type': 'attribute', 'children': ['117', '118']},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'entity_name'},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'split'},{'id': '119', 'type': 'argument_list', 'children': ['120']},{'id': '120', 'type': 'string', 'children': [], 'value': '"-"'},{'id': '121', 'type': 'integer', 'children': [], 'value': '0'},{'id': '122', 'type': 'expression_statement', 'children': ['123']},{'id': '123', 'type': 'assignment', 'children': ['124', '125']},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'old_tag'},{'id': '125', 'type': 'subscript', 'children': ['126', '129']},{'id': '126', 'type': 'subscript', 'children': ['127', '128']},{'id': '127', 'type': 'identifier', 'children': [], 'value': 'entities'},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'entity_name'},{'id': '129', 'type': 'integer', 'children': [], 'value': '2'},{'id': '130', 'type': 'expression_statement', 'children': ['131']},{'id': '131', 'type': 'assignment', 'children': ['132', '133']},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'tag'},{'id': '133', 'type': 'dictionary', 'children': ['134', '137', '148', '166', '174', '189', '204']},{'id': '134', 'type': 'pair', 'children': ['135', '136']},{'id': '135', 'type': 'string', 'children': [], 'value': "'start_token'"},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'start_token'},{'id': '137', 'type': 'pair', 'children': ['138', '139']},{'id': '138', 'type': 'string', 'children': [], 'value': "'entities'"},{'id': '139', 'type': 'list', 'children': ['140'], 'value': '[entities.get(entity_name)[0]]'},{'id': '140', 'type': 'subscript', 'children': ['141', '147']},{'id': '141', 'type': 'call', 'children': ['142', '145']},{'id': '142', 'type': 'attribute', 'children': ['143', '144']},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'entities'},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '145', 'type': 'argument_list', 'children': ['146']},{'id': '146', 'type': 'identifier', 'children': [], 'value': 'entity_name'},{'id': '147', 'type': 'integer', 'children': [], 'value': '0'},{'id': '148', 'type': 'pair', 'children': ['149', '150']},{'id': '149', 'type': 'string', 'children': [], 'value': "'confidence'"},{'id': '150', 'type': 'binary_operator', 'children': ['151', '159'], 'value': '*'},{'id': '151', 'type': 'subscript', 'children': ['152', '158']},{'id': '152', 'type': 'call', 'children': ['153', '156']},{'id': '153', 'type': 'attribute', 'children': ['154', '155']},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'entities'},{'id': '155', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '156', 'type': 'argument_list', 'children': ['157']},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'entity_name'},{'id': '158', 'type': 'integer', 'children': [], 'value': '1'},{'id': '159', 'type': 'call', 'children': ['160', '163']},{'id': '160', 'type': 'attribute', 'children': ['161', '162']},{'id': '161', 'type': 'identifier', 'children': [], 'value': 'old_tag'},{'id': '162', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '163', 'type': 'argument_list', 'children': ['164', '165']},{'id': '164', 'type': 'string', 'children': [], 'value': "'confidence'"},{'id': '165', 'type': 'float', 'children': [], 'value': '1.0'},{'id': '166', 'type': 'pair', 'children': ['167', '168']},{'id': '167', 'type': 'string', 'children': [], 'value': "'end_token'"},{'id': '168', 'type': 'call', 'children': ['169', '172']},{'id': '169', 'type': 'attribute', 'children': ['170', '171']},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'old_tag'},{'id': '171', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '172', 'type': 'argument_list', 'children': ['173']},{'id': '173', 'type': 'string', 'children': [], 'value': "'end_token'"},{'id': '174', 'type': 'pair', 'children': ['175', '176']},{'id': '175', 'type': 'string', 'children': [], 'value': "'match'"},{'id': '176', 'type': 'call', 'children': ['177', '187']},{'id': '177', 'type': 'attribute', 'children': ['178', '186']},{'id': '178', 'type': 'subscript', 'children': ['179', '185']},{'id': '179', 'type': 'call', 'children': ['180', '183']},{'id': '180', 'type': 'attribute', 'children': ['181', '182']},{'id': '181', 'type': 'identifier', 'children': [], 'value': 'old_tag'},{'id': '182', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '183', 'type': 'argument_list', 'children': ['184']},{'id': '184', 'type': 'string', 'children': [], 'value': "'entities'"},{'id': '185', 'type': 'integer', 'children': [], 'value': '0'},{'id': '186', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '187', 'type': 'argument_list', 'children': ['188']},{'id': '188', 'type': 'string', 'children': [], 'value': "'match'"},{'id': '189', 'type': 'pair', 'children': ['190', '191']},{'id': '190', 'type': 'string', 'children': [], 'value': "'key'"},{'id': '191', 'type': 'call', 'children': ['192', '202']},{'id': '192', 'type': 'attribute', 'children': ['193', '201']},{'id': '193', 'type': 'subscript', 'children': ['194', '200']},{'id': '194', 'type': 'call', 'children': ['195', '198']},{'id': '195', 'type': 'attribute', 'children': ['196', '197']},{'id': '196', 'type': 'identifier', 'children': [], 'value': 'old_tag'},{'id': '197', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '198', 'type': 'argument_list', 'children': ['199']},{'id': '199', 'type': 'string', 'children': [], 'value': "'entities'"},{'id': '200', 'type': 'integer', 'children': [], 'value': '0'},{'id': '201', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '202', 'type': 'argument_list', 'children': ['203']},{'id': '203', 'type': 'string', 'children': [], 'value': "'key'"},{'id': '204', 'type': 'pair', 'children': ['205', '206']},{'id': '205', 'type': 'string', 'children': [], 'value': "'from_context'"},{'id': '206', 'type': 'call', 'children': ['207', '210']},{'id': '207', 'type': 'attribute', 'children': ['208', '209']},{'id': '208', 'type': 'identifier', 'children': [], 'value': 'old_tag'},{'id': '209', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '210', 'type': 'argument_list', 'children': ['211', '212']},{'id': '211', 'type': 'string', 'children': [], 'value': "'from_context'"},{'id': '212', 'type': 'False', 'children': []},{'id': '213', 'type': 'expression_statement', 'children': ['214']},{'id': '214', 'type': 'call', 'children': ['215', '218']},{'id': '215', 'type': 'attribute', 'children': ['216', '217']},{'id': '216', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '217', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '218', 'type': 'argument_list', 'children': ['219']},{'id': '219', 'type': 'identifier', 'children': [], 'value': 'tag'},{'id': '220', 'type': 'expression_statement', 'children': ['221']},{'id': '221', 'type': 'assignment', 'children': ['222', '223']},{'id': '222', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '223', 'type': 'call', 'children': ['224', '225']},{'id': '224', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '225', 'type': 'argument_list', 'children': ['226', '227']},{'id': '226', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '227', 'type': 'keyword_argument', 'children': ['228', '229']},{'id': '228', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '229', 'type': 'lambda', 'children': ['230', '232']},{'id': '230', 'type': 'lambda_parameters', 'children': ['231']},{'id': '231', 'type': 'identifier', 'children': [], 'value': 'e'},{'id': '232', 'type': 'call', 'children': ['233', '236']},{'id': '233', 'type': 'attribute', 'children': ['234', '235']},{'id': '234', 'type': 'identifier', 'children': [], 'value': 'e'},{'id': '235', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '236', 'type': 'argument_list', 'children': ['237']},{'id': '237', 'type': 'string', 'children': [], 'value': "'start_token'"},{'id': '238', 'type': 'expression_statement', 'children': ['239']},{'id': '239', 'type': 'yield', 'children': ['240']},{'id': '240', 'type': 'identifier', 'children': [], 'value': 'result'} | def _sub_expand(self, tags):
entities = {}
graph = self._build_graph(tags)
for tag in tags:
for entity_index in xrange(len(tag.get('entities'))):
node_name = graph_key_from_tag(tag, entity_index)
if not node_name in entities:
entities[node_name] = []
entities[node_name] += [
tag.get('entities', [])[entity_index],
tag.get('entities', [])[entity_index].get('confidence'),
tag
]
for clique in get_cliques(list(entities), graph):
result = []
for entity_name in clique:
start_token = int(entity_name.split("-")[0])
old_tag = entities[entity_name][2]
tag = {
'start_token': start_token,
'entities': [entities.get(entity_name)[0]],
'confidence': entities.get(entity_name)[1] * old_tag.get('confidence', 1.0),
'end_token': old_tag.get('end_token'),
'match': old_tag.get('entities')[0].get('match'),
'key': old_tag.get('entities')[0].get('key'),
'from_context': old_tag.get('from_context', False)
}
result.append(tag)
result = sorted(result, key=lambda e: e.get('start_token'))
yield result |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '16', '22']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_rank_results'},{'id': '3', 'type': 'parameters', 'children': ['4', '12']},{'id': '4', 'type': 'typed_parameter', 'children': ['5', '6']},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '6', 'type': 'type', 'children': ['7']},{'id': '7', 'type': 'generic_type', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'List'},{'id': '9', 'type': 'type_parameter', 'children': ['10']},{'id': '10', 'type': 'type', 'children': ['11']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'Dict'},{'id': '12', 'type': 'typed_parameter', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'method'},{'id': '14', 'type': 'type', 'children': ['15']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'SimAlgorithm'},{'id': '16', 'type': 'type', 'children': ['17']},{'id': '17', 'type': 'generic_type', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'List'},{'id': '19', 'type': 'type_parameter', 'children': ['20']},{'id': '20', 'type': 'type', 'children': ['21']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'Dict'},{'id': '22', 'type': 'block', 'children': ['23', '45', '104']},{'id': '23', 'type': 'expression_statement', 'children': ['24']},{'id': '24', 'type': 'assignment', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'sorted_results'},{'id': '26', 'type': 'call', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '28', 'type': 'argument_list', 'children': ['29', '30', '33']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '30', 'type': 'keyword_argument', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '32', 'type': 'True', 'children': []},{'id': '33', 'type': 'keyword_argument', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '35', 'type': 'lambda', 'children': ['36', '38']},{'id': '36', 'type': 'lambda_parameters', 'children': ['37']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '38', 'type': 'subscript', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '40', 'type': 'subscript', 'children': ['41', '44']},{'id': '41', 'type': 'attribute', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'OwlSim2Api'},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'method2key'},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'method'},{'id': '45', 'type': 'if_statement', 'children': ['46', '52']},{'id': '46', 'type': 'comparison_operator', 'children': ['47', '51'], 'value': '>'},{'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_results'},{'id': '51', 'type': 'integer', 'children': [], 'value': '0'},{'id': '52', 'type': 'block', 'children': ['53', '57', '69']},{'id': '53', 'type': 'expression_statement', 'children': ['54']},{'id': '54', 'type': 'assignment', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'rank'},{'id': '56', 'type': 'integer', 'children': [], 'value': '1'},{'id': '57', 'type': 'expression_statement', 'children': ['58']},{'id': '58', 'type': 'assignment', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'previous_score'},{'id': '60', 'type': 'subscript', 'children': ['61', '64']},{'id': '61', 'type': 'subscript', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'sorted_results'},{'id': '63', 'type': 'integer', 'children': [], 'value': '0'},{'id': '64', 'type': 'subscript', 'children': ['65', '68']},{'id': '65', 'type': 'attribute', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'OwlSim2Api'},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'method2key'},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'method'},{'id': '69', 'type': 'for_statement', 'children': ['70', '71', '72']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'sorted_results'},{'id': '72', 'type': 'block', 'children': ['73', '88', '94']},{'id': '73', 'type': 'if_statement', 'children': ['74', '83']},{'id': '74', 'type': 'comparison_operator', 'children': ['75', '76'], 'value': '>'},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'previous_score'},{'id': '76', 'type': 'subscript', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '78', 'type': 'subscript', 'children': ['79', '82']},{'id': '79', 'type': 'attribute', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'OwlSim2Api'},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'method2key'},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'method'},{'id': '83', 'type': 'block', 'children': ['84']},{'id': '84', 'type': 'expression_statement', 'children': ['85']},{'id': '85', 'type': 'augmented_assignment', 'children': ['86', '87'], 'value': '+='},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'rank'},{'id': '87', 'type': 'integer', 'children': [], 'value': '1'},{'id': '88', 'type': 'expression_statement', 'children': ['89']},{'id': '89', 'type': 'assignment', 'children': ['90', '93']},{'id': '90', 'type': 'subscript', 'children': ['91', '92']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '92', 'type': 'string', 'children': [], 'value': "'rank'"},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'rank'},{'id': '94', 'type': 'expression_statement', 'children': ['95']},{'id': '95', 'type': 'assignment', 'children': ['96', '97']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'previous_score'},{'id': '97', 'type': 'subscript', 'children': ['98', '99']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '99', 'type': 'subscript', 'children': ['100', '103']},{'id': '100', 'type': 'attribute', 'children': ['101', '102']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'OwlSim2Api'},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'method2key'},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'method'},{'id': '104', 'type': 'return_statement', 'children': ['105']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'sorted_results'} | def _rank_results(results: List[Dict], method: SimAlgorithm) -> List[Dict]:
sorted_results = sorted(
results, reverse=True, key=lambda k: k[OwlSim2Api.method2key[method]]
)
if len(sorted_results) > 0:
rank = 1
previous_score = sorted_results[0][OwlSim2Api.method2key[method]]
for result in sorted_results:
if previous_score > result[OwlSim2Api.method2key[method]]:
rank += 1
result['rank'] = rank
previous_score = result[OwlSim2Api.method2key[method]]
return sorted_results |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sorted_source_files'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'block', 'children': ['6', '11', '15', '52']},{'id': '6', 'type': 'assert_statement', 'children': ['7', '10']},{'id': '7', 'type': 'attribute', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'final'},{'id': '10', 'type': 'string', 'children': [], 'value': "'Call build() before using the graph.'"},{'id': '11', 'type': 'expression_statement', 'children': ['12']},{'id': '12', 'type': 'assignment', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'out'},{'id': '14', 'type': 'list', 'children': [], 'value': '[]'},{'id': '15', 'type': 'for_statement', 'children': ['16', '17', '25']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '17', 'type': 'call', 'children': ['18', '21']},{'id': '18', 'type': 'attribute', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'nx'},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'topological_sort'},{'id': '21', 'type': 'argument_list', 'children': ['22']},{'id': '22', 'type': 'attribute', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'graph'},{'id': '25', 'type': 'block', 'children': ['26']},{'id': '26', 'type': 'if_statement', 'children': ['27', '32', '42']},{'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': 'identifier', 'children': [], 'value': 'NodeSet'},{'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': 'out'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '38', 'type': 'argument_list', 'children': ['39']},{'id': '39', 'type': 'attribute', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'nodes'},{'id': '42', 'type': 'else_clause', 'children': ['43']},{'id': '43', 'type': 'block', 'children': ['44']},{'id': '44', 'type': 'expression_statement', 'children': ['45']},{'id': '45', 'type': 'call', 'children': ['46', '49']},{'id': '46', 'type': 'attribute', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'out'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '49', 'type': 'argument_list', 'children': ['50']},{'id': '50', 'type': 'list', 'children': ['51'], 'value': '[node]'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '52', 'type': 'return_statement', 'children': ['53']},{'id': '53', 'type': 'call', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '55', 'type': 'argument_list', 'children': ['56']},{'id': '56', 'type': 'call', 'children': ['57', '58']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'reversed'},{'id': '58', 'type': 'argument_list', 'children': ['59']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'out'} | def sorted_source_files(self):
assert self.final, 'Call build() before using the graph.'
out = []
for node in nx.topological_sort(self.graph):
if isinstance(node, NodeSet):
out.append(node.nodes)
else:
out.append([node])
return list(reversed(out)) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'expand_source_files'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'filenames'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'cwd'},{'id': '7', 'type': 'None', 'children': []},{'id': '8', 'type': 'block', 'children': ['9', '13', '56']},{'id': '9', 'type': 'expression_statement', 'children': ['10']},{'id': '10', 'type': 'assignment', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'out'},{'id': '12', 'type': 'list', 'children': [], 'value': '[]'},{'id': '13', 'type': 'for_statement', 'children': ['14', '15', '20']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '15', 'type': 'call', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'expand_paths'},{'id': '17', 'type': 'argument_list', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'filenames'},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'cwd'},{'id': '20', 'type': 'block', 'children': ['21']},{'id': '21', 'type': 'if_statement', 'children': ['22', '30', '39']},{'id': '22', 'type': 'call', 'children': ['23', '28']},{'id': '23', 'type': 'attribute', 'children': ['24', '27']},{'id': '24', 'type': 'attribute', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'os'},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'isdir'},{'id': '28', 'type': 'argument_list', 'children': ['29']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '30', 'type': 'block', 'children': ['31']},{'id': '31', 'type': 'expression_statement', 'children': ['32']},{'id': '32', 'type': 'augmented_assignment', 'children': ['33', '34'], 'value': '+='},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'out'},{'id': '34', 'type': 'call', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'collect_files'},{'id': '36', 'type': 'argument_list', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '38', 'type': 'string', 'children': [], 'value': '".py"'},{'id': '39', 'type': 'else_clause', 'children': ['40']},{'id': '40', 'type': 'block', 'children': ['41']},{'id': '41', 'type': 'if_statement', 'children': ['42', '48']},{'id': '42', 'type': 'call', 'children': ['43', '46']},{'id': '43', 'type': 'attribute', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'endswith'},{'id': '46', 'type': 'argument_list', 'children': ['47']},{'id': '47', 'type': 'string', 'children': [], 'value': '".py"'},{'id': '48', 'type': 'block', 'children': ['49']},{'id': '49', 'type': 'expression_statement', 'children': ['50']},{'id': '50', 'type': 'call', 'children': ['51', '54']},{'id': '51', 'type': 'attribute', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'out'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '54', 'type': 'argument_list', 'children': ['55']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'f'},{'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': 'call', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'set'},{'id': '62', 'type': 'argument_list', 'children': ['63']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'out'} | def expand_source_files(filenames, cwd=None):
out = []
for f in expand_paths(filenames, cwd):
if os.path.isdir(f):
out += collect_files(f, ".py")
else:
if f.endswith(".py"):
out.append(f)
return sorted(set(out)) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'run'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'block', 'children': ['6', '12', '33', '39', '45', '51', '58', '78', '99', '119', '133', '162', '181', '199', '224']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '9', 'type': 'attribute', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '12', 'type': 'expression_statement', 'children': ['13']},{'id': '13', 'type': 'assignment', 'children': ['14', '17']},{'id': '14', 'type': 'attribute', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'cardinality'},{'id': '17', 'type': 'call', 'children': ['18', '32']},{'id': '18', 'type': 'attribute', 'children': ['19', '31']},{'id': '19', 'type': 'call', 'children': ['20', '23']},{'id': '20', 'type': 'attribute', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'add_columns'},{'id': '23', 'type': 'argument_list', 'children': ['24']},{'id': '24', 'type': 'attribute', 'children': ['25', '30']},{'id': '25', 'type': 'subscript', 'children': ['26', '29']},{'id': '26', 'type': 'attribute', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'columns'},{'id': '29', 'type': 'integer', 'children': [], 'value': '0'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'sqla_expr'},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'count'},{'id': '32', 'type': 'argument_list', 'children': []},{'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': 'self'},{'id': '37', 'type': 'identifier', 'children': [], 'value': '_set_column_filter_expressions'},{'id': '38', 'type': 'argument_list', 'children': []},{'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': '_set_global_filter_expression'},{'id': '44', 'type': 'argument_list', 'children': []},{'id': '45', 'type': 'expression_statement', 'children': ['46']},{'id': '46', 'type': 'call', 'children': ['47', '50']},{'id': '47', 'type': 'attribute', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '49', 'type': 'identifier', 'children': [], 'value': '_set_sort_expressions'},{'id': '50', 'type': 'argument_list', 'children': []},{'id': '51', 'type': 'expression_statement', 'children': ['52']},{'id': '52', 'type': 'call', 'children': ['53', '56']},{'id': '53', 'type': 'attribute', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '55', 'type': 'identifier', 'children': [], 'value': '_set_yadcf_data'},{'id': '56', 'type': 'argument_list', 'children': ['57']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '58', 'type': 'expression_statement', 'children': ['59']},{'id': '59', 'type': 'assignment', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '61', 'type': 'call', 'children': ['62', '65']},{'id': '62', 'type': 'attribute', 'children': ['63', '64']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'filter'},{'id': '65', 'type': 'argument_list', 'children': ['66']},{'id': '66', 'type': 'list_splat', 'children': ['67']},{'id': '67', 'type': 'list_comprehension', 'children': ['68', '69', '74']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'e'},{'id': '69', 'type': 'for_in_clause', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'e'},{'id': '71', 'type': 'attribute', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'filter_expressions'},{'id': '74', 'type': 'if_clause', 'children': ['75']},{'id': '75', 'type': 'comparison_operator', 'children': ['76', '77'], 'value': 'is'},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'e'},{'id': '77', 'type': 'None', 'children': []},{'id': '78', 'type': 'expression_statement', 'children': ['79']},{'id': '79', 'type': 'assignment', 'children': ['80', '83']},{'id': '80', 'type': 'attribute', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'cardinality_filtered'},{'id': '83', 'type': 'call', 'children': ['84', '98']},{'id': '84', 'type': 'attribute', 'children': ['85', '97']},{'id': '85', 'type': 'call', 'children': ['86', '89']},{'id': '86', 'type': 'attribute', 'children': ['87', '88']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'add_columns'},{'id': '89', 'type': 'argument_list', 'children': ['90']},{'id': '90', 'type': 'attribute', 'children': ['91', '96']},{'id': '91', 'type': 'subscript', 'children': ['92', '95']},{'id': '92', 'type': 'attribute', 'children': ['93', '94']},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'columns'},{'id': '95', 'type': 'integer', 'children': [], 'value': '0'},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'sqla_expr'},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'count'},{'id': '98', 'type': 'argument_list', 'children': []},{'id': '99', 'type': 'expression_statement', 'children': ['100']},{'id': '100', 'type': 'assignment', 'children': ['101', '102']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '102', 'type': 'call', 'children': ['103', '106']},{'id': '103', 'type': 'attribute', 'children': ['104', '105']},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'order_by'},{'id': '106', 'type': 'argument_list', 'children': ['107']},{'id': '107', 'type': 'list_splat', 'children': ['108']},{'id': '108', 'type': 'list_comprehension', 'children': ['109', '110', '115']},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'e'},{'id': '110', 'type': 'for_in_clause', 'children': ['111', '112']},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'e'},{'id': '112', 'type': 'attribute', 'children': ['113', '114']},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '114', 'type': 'identifier', 'children': [], 'value': 'sort_expressions'},{'id': '115', 'type': 'if_clause', 'children': ['116']},{'id': '116', 'type': 'comparison_operator', 'children': ['117', '118'], 'value': 'is'},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'e'},{'id': '118', 'type': 'None', 'children': []},{'id': '119', 'type': 'expression_statement', 'children': ['120']},{'id': '120', 'type': 'assignment', 'children': ['121', '122']},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'length'},{'id': '122', 'type': 'call', 'children': ['123', '124']},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '124', 'type': 'argument_list', 'children': ['125']},{'id': '125', 'type': 'call', 'children': ['126', '131']},{'id': '126', 'type': 'attribute', 'children': ['127', '130']},{'id': '127', 'type': 'attribute', 'children': ['128', '129']},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '131', 'type': 'argument_list', 'children': ['132']},{'id': '132', 'type': 'string', 'children': [], 'value': "'length'"},{'id': '133', 'type': 'if_statement', 'children': ['134', '137', '147', '154']},{'id': '134', 'type': 'comparison_operator', 'children': ['135', '136'], 'value': '>='},{'id': '135', 'type': 'identifier', 'children': [], 'value': 'length'},{'id': '136', 'type': 'integer', 'children': [], 'value': '0'},{'id': '137', 'type': 'block', 'children': ['138']},{'id': '138', 'type': 'expression_statement', 'children': ['139']},{'id': '139', 'type': 'assignment', 'children': ['140', '141']},{'id': '140', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '141', 'type': 'call', 'children': ['142', '145']},{'id': '142', 'type': 'attribute', 'children': ['143', '144']},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'limit'},{'id': '145', 'type': 'argument_list', 'children': ['146']},{'id': '146', 'type': 'identifier', 'children': [], 'value': 'length'},{'id': '147', 'type': 'elif_clause', 'children': ['148', '152']},{'id': '148', 'type': 'comparison_operator', 'children': ['149', '150'], 'value': '=='},{'id': '149', 'type': 'identifier', 'children': [], 'value': 'length'},{'id': '150', 'type': 'unary_operator', 'children': ['151'], 'value': '-'},{'id': '151', 'type': 'integer', 'children': [], 'value': '1'},{'id': '152', 'type': 'block', 'children': ['153']},{'id': '153', 'type': 'pass_statement', 'children': []},{'id': '154', 'type': 'else_clause', 'children': ['155']},{'id': '155', 'type': 'block', 'children': ['156']},{'id': '156', 'type': 'raise_statement', 'children': ['157']},{'id': '157', 'type': '()', 'children': ['158']},{'id': '158', 'type': 'call', 'children': ['159', '160']},{'id': '159', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '160', 'type': 'argument_list', 'children': ['161']},{'id': '161', 'type': 'string', 'children': [], 'value': "'Length should be a positive integer or -1 to disable'"},{'id': '162', 'type': 'expression_statement', 'children': ['163']},{'id': '163', 'type': 'assignment', 'children': ['164', '165']},{'id': '164', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '165', 'type': 'call', 'children': ['166', '169']},{'id': '166', 'type': 'attribute', 'children': ['167', '168']},{'id': '167', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'offset'},{'id': '169', 'type': 'argument_list', 'children': ['170']},{'id': '170', 'type': 'call', 'children': ['171', '172']},{'id': '171', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '172', 'type': 'argument_list', 'children': ['173']},{'id': '173', 'type': 'call', 'children': ['174', '179']},{'id': '174', 'type': 'attribute', 'children': ['175', '178']},{'id': '175', 'type': 'attribute', 'children': ['176', '177']},{'id': '176', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '177', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '178', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '179', 'type': 'argument_list', 'children': ['180']},{'id': '180', 'type': 'string', 'children': [], 'value': "'start'"},{'id': '181', 'type': 'expression_statement', 'children': ['182']},{'id': '182', 'type': 'assignment', 'children': ['183', '184']},{'id': '183', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '184', 'type': 'call', 'children': ['185', '188']},{'id': '185', 'type': 'attribute', 'children': ['186', '187']},{'id': '186', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '187', 'type': 'identifier', 'children': [], 'value': 'add_columns'},{'id': '188', 'type': 'argument_list', 'children': ['189']},{'id': '189', 'type': 'list_splat', 'children': ['190']},{'id': '190', 'type': 'list_comprehension', 'children': ['191', '194']},{'id': '191', 'type': 'attribute', 'children': ['192', '193']},{'id': '192', 'type': 'identifier', 'children': [], 'value': 'c'},{'id': '193', 'type': 'identifier', 'children': [], 'value': 'sqla_expr'},{'id': '194', 'type': 'for_in_clause', 'children': ['195', '196']},{'id': '195', 'type': 'identifier', 'children': [], 'value': 'c'},{'id': '196', 'type': 'attribute', 'children': ['197', '198']},{'id': '197', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '198', 'type': 'identifier', 'children': [], 'value': 'columns'},{'id': '199', 'type': 'expression_statement', 'children': ['200']},{'id': '200', 'type': 'assignment', 'children': ['201', '202']},{'id': '201', 'type': 'identifier', 'children': [], 'value': 'column_names'},{'id': '202', 'type': 'list_comprehension', 'children': ['203', '214']},{'id': '203', 'type': 'conditional_expression', 'children': ['204', '207', '210'], 'value': 'if'},{'id': '204', 'type': 'attribute', 'children': ['205', '206']},{'id': '205', 'type': 'identifier', 'children': [], 'value': 'col'},{'id': '206', 'type': 'identifier', 'children': [], 'value': 'mData'},{'id': '207', 'type': 'attribute', 'children': ['208', '209']},{'id': '208', 'type': 'identifier', 'children': [], 'value': 'col'},{'id': '209', 'type': 'identifier', 'children': [], 'value': 'mData'},{'id': '210', 'type': 'call', 'children': ['211', '212']},{'id': '211', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '212', 'type': 'argument_list', 'children': ['213']},{'id': '213', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '214', 'type': 'for_in_clause', 'children': ['215', '218']},{'id': '215', 'type': 'pattern_list', 'children': ['216', '217']},{'id': '216', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '217', 'type': 'identifier', 'children': [], 'value': 'col'},{'id': '218', 'type': 'call', 'children': ['219', '220']},{'id': '219', 'type': 'identifier', 'children': [], 'value': 'enumerate'},{'id': '220', 'type': 'argument_list', 'children': ['221']},{'id': '221', 'type': 'attribute', 'children': ['222', '223']},{'id': '222', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '223', 'type': 'identifier', 'children': [], 'value': 'columns'},{'id': '224', 'type': 'expression_statement', 'children': ['225']},{'id': '225', 'type': 'assignment', 'children': ['226', '229']},{'id': '226', 'type': 'attribute', 'children': ['227', '228']},{'id': '227', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '228', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '229', 'type': 'list_comprehension', 'children': ['230', '243']},{'id': '230', 'type': 'dictionary_comprehension', 'children': ['231', '234']},{'id': '231', 'type': 'pair', 'children': ['232', '233']},{'id': '232', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '233', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '234', 'type': 'for_in_clause', 'children': ['235', '238']},{'id': '235', 'type': 'pattern_list', 'children': ['236', '237']},{'id': '236', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '237', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '238', 'type': 'call', 'children': ['239', '240']},{'id': '239', 'type': 'identifier', 'children': [], 'value': 'zip'},{'id': '240', 'type': 'argument_list', 'children': ['241', '242']},{'id': '241', 'type': 'identifier', 'children': [], 'value': 'column_names'},{'id': '242', 'type': 'identifier', 'children': [], 'value': 'row'},{'id': '243', 'type': 'for_in_clause', 'children': ['244', '245']},{'id': '244', 'type': 'identifier', 'children': [], 'value': 'row'},{'id': '245', 'type': 'call', 'children': ['246', '249']},{'id': '246', 'type': 'attribute', 'children': ['247', '248']},{'id': '247', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '248', 'type': 'identifier', 'children': [], 'value': 'all'},{'id': '249', 'type': 'argument_list', 'children': []} | def run(self):
query = self.query
self.cardinality = query.add_columns(self.columns[0].sqla_expr).count()
self._set_column_filter_expressions()
self._set_global_filter_expression()
self._set_sort_expressions()
self._set_yadcf_data(query)
query = query.filter(
*[e for e in self.filter_expressions if e is not None])
self.cardinality_filtered = query.add_columns(
self.columns[0].sqla_expr).count()
query = query.order_by(
*[e for e in self.sort_expressions if e is not None])
length = int(self.params.get('length'))
if length >= 0:
query = query.limit(length)
elif length == -1:
pass
else:
raise (ValueError(
'Length should be a positive integer or -1 to disable'))
query = query.offset(int(self.params.get('start')))
query = query.add_columns(*[c.sqla_expr for c in self.columns])
column_names = [
col.mData if col.mData else str(i)
for i, col in enumerate(self.columns)
]
self.results = [{k: v
for k, v in zip(column_names, row)}
for row in query.all()] |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'poll_events'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'block', 'children': ['6']},{'id': '6', 'type': 'while_statement', 'children': ['7', '10']},{'id': '7', 'type': 'attribute', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'started'},{'id': '10', 'type': 'block', 'children': ['11', '15', '19', '54', '83', '98']},{'id': '11', 'type': 'expression_statement', 'children': ['12']},{'id': '12', 'type': 'assignment', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'event_obj'},{'id': '14', 'type': 'None', 'children': []},{'id': '15', 'type': 'expression_statement', 'children': ['16']},{'id': '16', 'type': 'assignment', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'event_name'},{'id': '18', 'type': 'None', 'children': []},{'id': '19', 'type': 'try_statement', 'children': ['20', '32']},{'id': '20', 'type': 'block', 'children': ['21']},{'id': '21', 'type': 'expression_statement', 'children': ['22']},{'id': '22', 'type': 'assignment', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'event_obj'},{'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': '_sl4a'},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'eventWait'},{'id': '30', 'type': 'argument_list', 'children': ['31']},{'id': '31', 'type': 'integer', 'children': [], 'value': '50000'},{'id': '32', 'type': 'except_clause', 'children': ['33']},{'id': '33', 'type': 'block', 'children': ['34']},{'id': '34', 'type': 'if_statement', 'children': ['35', '38']},{'id': '35', 'type': 'attribute', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'started'},{'id': '38', 'type': 'block', 'children': ['39', '44', '53']},{'id': '39', 'type': 'expression_statement', 'children': ['40']},{'id': '40', 'type': 'call', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '42', 'type': 'argument_list', 'children': ['43']},{'id': '43', 'type': 'string', 'children': [], 'value': '"Exception happened during polling."'},{'id': '44', 'type': 'expression_statement', 'children': ['45']},{'id': '45', 'type': 'call', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'print'},{'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': 'traceback'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'format_exc'},{'id': '52', 'type': 'argument_list', 'children': []},{'id': '53', 'type': 'raise_statement', 'children': []},{'id': '54', 'type': 'if_statement', 'children': ['55', '57', '59', '75']},{'id': '55', 'type': 'not_operator', 'children': ['56']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'event_obj'},{'id': '57', 'type': 'block', 'children': ['58']},{'id': '58', 'type': 'continue_statement', 'children': []},{'id': '59', 'type': 'elif_clause', 'children': ['60', '63']},{'id': '60', 'type': 'comparison_operator', 'children': ['61', '62'], 'value': 'not'},{'id': '61', 'type': 'string', 'children': [], 'value': "'name'"},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'event_obj'},{'id': '63', 'type': 'block', 'children': ['64', '74']},{'id': '64', 'type': 'expression_statement', 'children': ['65']},{'id': '65', 'type': 'call', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '67', 'type': 'argument_list', 'children': ['68']},{'id': '68', 'type': 'call', 'children': ['69', '72']},{'id': '69', 'type': 'attribute', 'children': ['70', '71']},{'id': '70', 'type': 'string', 'children': [], 'value': '"Received Malformed event {}"'},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '72', 'type': 'argument_list', 'children': ['73']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'event_obj'},{'id': '74', 'type': 'continue_statement', 'children': []},{'id': '75', 'type': 'else_clause', 'children': ['76']},{'id': '76', 'type': 'block', 'children': ['77']},{'id': '77', 'type': 'expression_statement', 'children': ['78']},{'id': '78', 'type': 'assignment', 'children': ['79', '80']},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'event_name'},{'id': '80', 'type': 'subscript', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'event_obj'},{'id': '82', 'type': 'string', 'children': [], 'value': "'name'"},{'id': '83', 'type': 'if_statement', 'children': ['84', '89']},{'id': '84', 'type': 'comparison_operator', 'children': ['85', '86'], 'value': 'in'},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'event_name'},{'id': '86', 'type': 'attribute', 'children': ['87', '88']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'handlers'},{'id': '89', 'type': 'block', 'children': ['90']},{'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': 'self'},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'handle_subscribed_event'},{'id': '95', 'type': 'argument_list', 'children': ['96', '97']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'event_obj'},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'event_name'},{'id': '98', 'type': 'if_statement', 'children': ['99', '102', '112']},{'id': '99', 'type': 'comparison_operator', 'children': ['100', '101'], 'value': '=='},{'id': '100', 'type': 'identifier', 'children': [], 'value': 'event_name'},{'id': '101', 'type': 'string', 'children': [], 'value': '"EventDispatcherShutdown"'},{'id': '102', 'type': 'block', 'children': ['103', '111']},{'id': '103', 'type': 'expression_statement', 'children': ['104']},{'id': '104', 'type': 'call', 'children': ['105', '110']},{'id': '105', 'type': 'attribute', 'children': ['106', '109']},{'id': '106', 'type': 'attribute', 'children': ['107', '108']},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '108', 'type': 'identifier', 'children': [], 'value': '_sl4a'},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'closeSl4aSession'},{'id': '110', 'type': 'argument_list', 'children': []},{'id': '111', 'type': 'break_statement', 'children': []},{'id': '112', 'type': 'else_clause', 'children': ['113']},{'id': '113', 'type': 'block', 'children': ['114', '122', '165']},{'id': '114', 'type': 'expression_statement', 'children': ['115']},{'id': '115', 'type': 'call', 'children': ['116', '121']},{'id': '116', 'type': 'attribute', 'children': ['117', '120']},{'id': '117', 'type': 'attribute', 'children': ['118', '119']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'lock'},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'acquire'},{'id': '121', 'type': 'argument_list', 'children': []},{'id': '122', 'type': 'if_statement', 'children': ['123', '128', '140']},{'id': '123', 'type': 'comparison_operator', 'children': ['124', '125'], 'value': 'in'},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'event_name'},{'id': '125', 'type': 'attribute', 'children': ['126', '127']},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '127', 'type': 'identifier', 'children': [], 'value': 'event_dict'},{'id': '128', 'type': 'block', 'children': ['129']},{'id': '129', 'type': 'expression_statement', 'children': ['130']},{'id': '130', 'type': 'call', 'children': ['131', '138']},{'id': '131', 'type': 'attribute', 'children': ['132', '137']},{'id': '132', 'type': 'subscript', 'children': ['133', '136']},{'id': '133', 'type': 'attribute', 'children': ['134', '135']},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '135', 'type': 'identifier', 'children': [], 'value': 'event_dict'},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'event_name'},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'put'},{'id': '138', 'type': 'argument_list', 'children': ['139']},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'event_obj'},{'id': '140', 'type': 'else_clause', 'children': ['141']},{'id': '141', 'type': 'block', 'children': ['142', '150', '157']},{'id': '142', 'type': 'expression_statement', 'children': ['143']},{'id': '143', 'type': 'assignment', 'children': ['144', '145']},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'q'},{'id': '145', 'type': 'call', 'children': ['146', '149']},{'id': '146', 'type': 'attribute', 'children': ['147', '148']},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'queue'},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'Queue'},{'id': '149', 'type': 'argument_list', 'children': []},{'id': '150', 'type': 'expression_statement', 'children': ['151']},{'id': '151', 'type': 'call', 'children': ['152', '155']},{'id': '152', 'type': 'attribute', 'children': ['153', '154']},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'q'},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'put'},{'id': '155', 'type': 'argument_list', 'children': ['156']},{'id': '156', 'type': 'identifier', 'children': [], 'value': 'event_obj'},{'id': '157', 'type': 'expression_statement', 'children': ['158']},{'id': '158', 'type': 'assignment', 'children': ['159', '164']},{'id': '159', 'type': 'subscript', 'children': ['160', '163']},{'id': '160', 'type': 'attribute', 'children': ['161', '162']},{'id': '161', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '162', 'type': 'identifier', 'children': [], 'value': 'event_dict'},{'id': '163', 'type': 'identifier', 'children': [], 'value': 'event_name'},{'id': '164', 'type': 'identifier', 'children': [], 'value': 'q'},{'id': '165', 'type': 'expression_statement', 'children': ['166']},{'id': '166', 'type': 'call', 'children': ['167', '172']},{'id': '167', 'type': 'attribute', 'children': ['168', '171']},{'id': '168', 'type': 'attribute', 'children': ['169', '170']},{'id': '169', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'lock'},{'id': '171', 'type': 'identifier', 'children': [], 'value': 'release'},{'id': '172', 'type': 'argument_list', 'children': []} | def poll_events(self):
while self.started:
event_obj = None
event_name = None
try:
event_obj = self._sl4a.eventWait(50000)
except:
if self.started:
print("Exception happened during polling.")
print(traceback.format_exc())
raise
if not event_obj:
continue
elif 'name' not in event_obj:
print("Received Malformed event {}".format(event_obj))
continue
else:
event_name = event_obj['name']
if event_name in self.handlers:
self.handle_subscribed_event(event_obj, event_name)
if event_name == "EventDispatcherShutdown":
self._sl4a.closeSl4aSession()
break
else:
self.lock.acquire()
if event_name in self.event_dict:
self.event_dict[event_name].put(event_obj)
else:
q = queue.Queue()
q.put(event_obj)
self.event_dict[event_name] = q
self.lock.release() |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'pop_events'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'regex_pattern'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'timeout'},{'id': '7', 'type': 'block', 'children': ['8', '19', '29', '65', '86']},{'id': '8', 'type': 'if_statement', 'children': ['9', '13']},{'id': '9', 'type': 'not_operator', 'children': ['10']},{'id': '10', 'type': 'attribute', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'started'},{'id': '13', 'type': 'block', 'children': ['14']},{'id': '14', 'type': 'raise_statement', 'children': ['15']},{'id': '15', 'type': 'call', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'IllegalStateError'},{'id': '17', 'type': 'argument_list', 'children': ['18']},{'id': '18', 'type': 'string', 'children': [], 'value': '"Dispatcher needs to be started before popping."'},{'id': '19', 'type': 'expression_statement', 'children': ['20']},{'id': '20', 'type': 'assignment', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'deadline'},{'id': '22', 'type': 'binary_operator', 'children': ['23', '28'], 'value': '+'},{'id': '23', 'type': 'call', 'children': ['24', '27']},{'id': '24', 'type': 'attribute', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'time'},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'time'},{'id': '27', 'type': 'argument_list', 'children': []},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'timeout'},{'id': '29', 'type': 'while_statement', 'children': ['30', '31']},{'id': '30', 'type': 'True', 'children': []},{'id': '31', 'type': 'block', 'children': ['32', '41', '58']},{'id': '32', 'type': 'expression_statement', 'children': ['33']},{'id': '33', 'type': 'assignment', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '35', 'type': 'call', 'children': ['36', '39']},{'id': '36', 'type': 'attribute', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '38', 'type': 'identifier', 'children': [], 'value': '_match_and_pop'},{'id': '39', 'type': 'argument_list', 'children': ['40']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'regex_pattern'},{'id': '41', 'type': 'if_statement', 'children': ['42', '56']},{'id': '42', 'type': 'boolean_operator', 'children': ['43', '49'], 'value': 'or'},{'id': '43', 'type': 'comparison_operator', 'children': ['44', '48'], 'value': '!='},{'id': '44', 'type': 'call', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '46', 'type': 'argument_list', 'children': ['47']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '48', 'type': 'integer', 'children': [], 'value': '0'},{'id': '49', 'type': 'comparison_operator', 'children': ['50', '55'], 'value': '>'},{'id': '50', 'type': 'call', 'children': ['51', '54']},{'id': '51', 'type': 'attribute', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'time'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'time'},{'id': '54', 'type': 'argument_list', 'children': []},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'deadline'},{'id': '56', 'type': 'block', 'children': ['57']},{'id': '57', 'type': 'break_statement', 'children': []},{'id': '58', 'type': 'expression_statement', 'children': ['59']},{'id': '59', 'type': 'call', 'children': ['60', '63']},{'id': '60', 'type': 'attribute', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'time'},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'sleep'},{'id': '63', 'type': 'argument_list', 'children': ['64']},{'id': '64', 'type': 'integer', 'children': [], 'value': '1'},{'id': '65', 'type': 'if_statement', 'children': ['66', '72']},{'id': '66', 'type': 'comparison_operator', 'children': ['67', '71'], 'value': '=='},{'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': 'results'},{'id': '71', 'type': 'integer', 'children': [], 'value': '0'},{'id': '72', 'type': 'block', 'children': ['73']},{'id': '73', 'type': 'raise_statement', 'children': ['74']},{'id': '74', 'type': 'call', 'children': ['75', '78']},{'id': '75', 'type': 'attribute', 'children': ['76', '77']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'queue'},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'Empty'},{'id': '78', 'type': 'argument_list', 'children': ['79']},{'id': '79', 'type': 'call', 'children': ['80', '83']},{'id': '80', 'type': 'attribute', 'children': ['81', '82']},{'id': '81', 'type': 'string', 'children': [], 'value': "'Timeout after {}s waiting for event: {}'"},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '83', 'type': 'argument_list', 'children': ['84', '85']},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'timeout'},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'regex_pattern'},{'id': '86', 'type': 'return_statement', 'children': ['87']},{'id': '87', 'type': 'call', 'children': ['88', '89']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '89', 'type': 'argument_list', 'children': ['90', '91']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '91', 'type': 'keyword_argument', 'children': ['92', '93']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '93', 'type': 'lambda', 'children': ['94', '96']},{'id': '94', 'type': 'lambda_parameters', 'children': ['95']},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '96', 'type': 'subscript', 'children': ['97', '98']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '98', 'type': 'string', 'children': [], 'value': "'time'"} | def pop_events(self, regex_pattern, timeout):
if not self.started:
raise IllegalStateError(
"Dispatcher needs to be started before popping.")
deadline = time.time() + timeout
while True:
results = self._match_and_pop(regex_pattern)
if len(results) != 0 or time.time() > deadline:
break
time.sleep(1)
if len(results) == 0:
raise queue.Empty('Timeout after {}s waiting for event: {}'.format(
timeout, regex_pattern))
return sorted(results, key=lambda event: event['time']) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'children'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'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': 'pvector'},{'id': '9', 'type': 'argument_list', 'children': ['10']},{'id': '10', 'type': 'call', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '12', 'type': 'argument_list', 'children': ['13', '20']},{'id': '13', 'type': 'call', 'children': ['14', '19']},{'id': '14', 'type': 'attribute', 'children': ['15', '18']},{'id': '15', 'type': 'attribute', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '17', 'type': 'identifier', 'children': [], 'value': '_children'},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'values'},{'id': '19', 'type': 'argument_list', 'children': []},{'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': 'm'},{'id': '25', 'type': 'attribute', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'task_level'} | def children(self):
return pvector(
sorted(self._children.values(), key=lambda m: m.task_level)) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_get_last_child_with_lineno'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '5', 'type': 'block', 'children': ['6', '17', '23', '41', '93']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'ignored_fields'},{'id': '9', 'type': 'call', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'set'},{'id': '11', 'type': 'argument_list', 'children': ['12']},{'id': '12', 'type': 'list', 'children': ['13', '14', '15', '16'], 'value': "['ctx', 'decorator_list', 'names', 'returns']"},{'id': '13', 'type': 'string', 'children': [], 'value': "'ctx'"},{'id': '14', 'type': 'string', 'children': [], 'value': "'decorator_list'"},{'id': '15', 'type': 'string', 'children': [], 'value': "'names'"},{'id': '16', 'type': 'string', 'children': [], 'value': "'returns'"},{'id': '17', 'type': 'expression_statement', 'children': ['18']},{'id': '18', 'type': 'assignment', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'fields'},{'id': '20', 'type': 'attribute', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '22', 'type': 'identifier', 'children': [], 'value': '_fields'},{'id': '23', 'type': 'if_statement', 'children': ['24', '31']},{'id': '24', 'type': 'call', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '26', 'type': 'argument_list', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '28', 'type': 'attribute', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'ast'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'Call'},{'id': '31', 'type': 'block', 'children': ['32']},{'id': '32', 'type': 'expression_statement', 'children': ['33']},{'id': '33', 'type': 'assignment', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'fields'},{'id': '35', 'type': 'tuple', 'children': ['36', '37', '38', '39', '40']},{'id': '36', 'type': 'string', 'children': [], 'value': "'func'"},{'id': '37', 'type': 'string', 'children': [], 'value': "'args'"},{'id': '38', 'type': 'string', 'children': [], 'value': "'starargs'"},{'id': '39', 'type': 'string', 'children': [], 'value': "'keywords'"},{'id': '40', 'type': 'string', 'children': [], 'value': "'kwargs'"},{'id': '41', 'type': 'for_statement', 'children': ['42', '43', '47']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '43', 'type': 'call', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'reversed'},{'id': '45', 'type': 'argument_list', 'children': ['46']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'fields'},{'id': '47', 'type': 'block', 'children': ['48', '54', '68']},{'id': '48', 'type': 'if_statement', 'children': ['49', '52']},{'id': '49', 'type': 'comparison_operator', 'children': ['50', '51'], 'value': 'in'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'ignored_fields'},{'id': '52', 'type': 'block', 'children': ['53']},{'id': '53', 'type': 'continue_statement', 'children': []},{'id': '54', 'type': 'try_statement', 'children': ['55', '64']},{'id': '55', 'type': 'block', 'children': ['56']},{'id': '56', 'type': 'expression_statement', 'children': ['57']},{'id': '57', 'type': 'assignment', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'last_field'},{'id': '59', 'type': 'call', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'getattr'},{'id': '61', 'type': 'argument_list', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '64', 'type': 'except_clause', 'children': ['65', '66']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'AttributeError'},{'id': '66', 'type': 'block', 'children': ['67']},{'id': '67', 'type': 'continue_statement', 'children': []},{'id': '68', 'type': 'if_statement', 'children': ['69', '76', '79']},{'id': '69', 'type': 'call', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '71', 'type': 'argument_list', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'last_field'},{'id': '73', 'type': 'attribute', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'ast'},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'AST'},{'id': '76', 'type': 'block', 'children': ['77']},{'id': '77', 'type': 'return_statement', 'children': ['78']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'last_field'},{'id': '79', 'type': 'elif_clause', 'children': ['80', '87']},{'id': '80', 'type': 'boolean_operator', 'children': ['81', '86'], 'value': 'and'},{'id': '81', 'type': 'call', 'children': ['82', '83']},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '83', 'type': 'argument_list', 'children': ['84', '85']},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'last_field'},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'last_field'},{'id': '87', 'type': 'block', 'children': ['88']},{'id': '88', 'type': 'return_statement', 'children': ['89']},{'id': '89', 'type': 'subscript', 'children': ['90', '91']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'last_field'},{'id': '91', 'type': 'unary_operator', 'children': ['92'], 'value': '-'},{'id': '92', 'type': 'integer', 'children': [], 'value': '1'},{'id': '93', 'type': 'return_statement', 'children': ['94']},{'id': '94', 'type': 'None', 'children': []} | def _get_last_child_with_lineno(node):
ignored_fields = set(['ctx', 'decorator_list', 'names', 'returns'])
fields = node._fields
if isinstance(node, ast.Call):
fields = ('func', 'args', 'starargs', 'keywords', 'kwargs')
for name in reversed(fields):
if name in ignored_fields:
continue
try:
last_field = getattr(node, name)
except AttributeError:
continue
if isinstance(last_field, ast.AST):
return last_field
elif isinstance(last_field, list) and last_field:
return last_field[-1]
return None |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_patched_ast'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'source'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'sorted_children'},{'id': '7', 'type': 'False', 'children': []},{'id': '8', 'type': 'block', 'children': ['9']},{'id': '9', 'type': 'return_statement', 'children': ['10']},{'id': '10', 'type': 'call', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'patch_ast'},{'id': '12', 'type': 'argument_list', 'children': ['13', '19', '20']},{'id': '13', 'type': 'call', 'children': ['14', '17']},{'id': '14', 'type': 'attribute', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'ast'},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'parse'},{'id': '17', 'type': 'argument_list', 'children': ['18']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'source'},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'source'},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'sorted_children'} | def get_patched_ast(source, sorted_children=False):
return patch_ast(ast.parse(source), source, sorted_children) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'patch_ast'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'source'},{'id': '6', 'type': 'default_parameter', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'sorted_children'},{'id': '8', 'type': 'False', 'children': []},{'id': '9', 'type': 'block', 'children': ['10', '19', '29', '37']},{'id': '10', 'type': 'if_statement', 'children': ['11', '16']},{'id': '11', 'type': 'call', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'hasattr'},{'id': '13', 'type': 'argument_list', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '15', 'type': 'string', 'children': [], 'value': "'region'"},{'id': '16', 'type': 'block', 'children': ['17']},{'id': '17', 'type': 'return_statement', 'children': ['18']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '19', 'type': 'expression_statement', 'children': ['20']},{'id': '20', 'type': 'assignment', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'walker'},{'id': '22', 'type': 'call', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': '_PatchingASTWalker'},{'id': '24', 'type': 'argument_list', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'source'},{'id': '26', 'type': 'keyword_argument', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'children'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'sorted_children'},{'id': '29', 'type': 'expression_statement', 'children': ['30']},{'id': '30', 'type': 'call', 'children': ['31', '34']},{'id': '31', 'type': 'attribute', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'ast'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'call_for_nodes'},{'id': '34', 'type': 'argument_list', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'walker'},{'id': '37', 'type': 'return_statement', 'children': ['38']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'node'} | def patch_ast(node, source, sorted_children=False):
if hasattr(node, 'region'):
return node
walker = _PatchingASTWalker(source, children=sorted_children)
ast.call_for_nodes(node, walker)
return node |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'write_ast'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'patched_ast_node'},{'id': '5', 'type': 'block', 'children': ['6', '10', '44']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '9', 'type': 'list', 'children': [], 'value': '[]'},{'id': '10', 'type': 'for_statement', 'children': ['11', '12', '15']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'child'},{'id': '12', 'type': 'attribute', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'patched_ast_node'},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'sorted_children'},{'id': '15', 'type': 'block', 'children': ['16']},{'id': '16', 'type': 'if_statement', 'children': ['17', '24', '35']},{'id': '17', 'type': 'call', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '19', 'type': 'argument_list', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'child'},{'id': '21', 'type': 'attribute', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'ast'},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'AST'},{'id': '24', 'type': 'block', 'children': ['25']},{'id': '25', 'type': 'expression_statement', 'children': ['26']},{'id': '26', 'type': 'call', 'children': ['27', '30']},{'id': '27', 'type': 'attribute', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '30', 'type': 'argument_list', 'children': ['31']},{'id': '31', 'type': 'call', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'write_ast'},{'id': '33', 'type': 'argument_list', 'children': ['34']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'child'},{'id': '35', 'type': 'else_clause', 'children': ['36']},{'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': 'result'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '42', 'type': 'argument_list', 'children': ['43']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'child'},{'id': '44', 'type': 'return_statement', 'children': ['45']},{'id': '45', 'type': 'call', 'children': ['46', '49']},{'id': '46', 'type': 'attribute', 'children': ['47', '48']},{'id': '47', 'type': 'string', 'children': [], 'value': "''"},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '49', 'type': 'argument_list', 'children': ['50']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'result'} | def write_ast(patched_ast_node):
result = []
for child in patched_ast_node.sorted_children:
if isinstance(child, ast.AST):
result.append(write_ast(child))
else:
result.append(child)
return ''.join(result) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sorted_proposals'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'proposals'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'scopepref'},{'id': '7', 'type': 'None', 'children': []},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'typepref'},{'id': '10', 'type': 'None', 'children': []},{'id': '11', 'type': 'block', 'children': ['12', '21']},{'id': '12', 'type': 'expression_statement', 'children': ['13']},{'id': '13', 'type': 'assignment', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'sorter'},{'id': '15', 'type': 'call', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': '_ProposalSorter'},{'id': '17', 'type': 'argument_list', 'children': ['18', '19', '20']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'proposals'},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'scopepref'},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'typepref'},{'id': '21', 'type': 'return_statement', 'children': ['22']},{'id': '22', 'type': 'call', 'children': ['23', '26']},{'id': '23', 'type': 'attribute', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'sorter'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'get_sorted_proposal_list'},{'id': '26', 'type': 'argument_list', 'children': []} | def sorted_proposals(proposals, scopepref=None, typepref=None):
sorter = _ProposalSorter(proposals, scopepref, typepref)
return sorter.get_sorted_proposal_list() |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_sorted_proposal_list'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'block', 'children': ['6', '10', '31', '35', '85']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'proposals'},{'id': '9', 'type': 'dictionary', 'children': []},{'id': '10', 'type': 'for_statement', 'children': ['11', '12', '15']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'proposal'},{'id': '12', 'type': 'attribute', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'proposals'},{'id': '15', 'type': 'block', 'children': ['16']},{'id': '16', 'type': 'expression_statement', 'children': ['17']},{'id': '17', 'type': 'call', 'children': ['18', '29']},{'id': '18', 'type': 'attribute', 'children': ['19', '28']},{'id': '19', 'type': 'call', 'children': ['20', '23']},{'id': '20', 'type': 'attribute', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'proposals'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'setdefault'},{'id': '23', 'type': 'argument_list', 'children': ['24', '27']},{'id': '24', 'type': 'attribute', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'proposal'},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'scope'},{'id': '27', 'type': 'list', 'children': [], 'value': '[]'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '29', 'type': 'argument_list', 'children': ['30']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'proposal'},{'id': '31', 'type': 'expression_statement', 'children': ['32']},{'id': '32', 'type': 'assignment', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '34', 'type': 'list', 'children': [], 'value': '[]'},{'id': '35', 'type': 'for_statement', 'children': ['36', '37', '40']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'scope'},{'id': '37', 'type': 'attribute', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'scopepref'},{'id': '40', 'type': 'block', 'children': ['41', '51', '67', '78']},{'id': '41', 'type': 'expression_statement', 'children': ['42']},{'id': '42', 'type': 'assignment', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'scope_proposals'},{'id': '44', 'type': 'call', 'children': ['45', '48']},{'id': '45', 'type': 'attribute', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'proposals'},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '48', 'type': 'argument_list', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'scope'},{'id': '50', 'type': 'list', 'children': [], 'value': '[]'},{'id': '51', 'type': 'expression_statement', 'children': ['52']},{'id': '52', 'type': 'assignment', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'scope_proposals'},{'id': '54', 'type': 'list_comprehension', 'children': ['55', '56', '59']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'proposal'},{'id': '56', 'type': 'for_in_clause', 'children': ['57', '58']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'proposal'},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'scope_proposals'},{'id': '59', 'type': 'if_clause', 'children': ['60']},{'id': '60', 'type': 'comparison_operator', 'children': ['61', '64'], 'value': 'in'},{'id': '61', 'type': 'attribute', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'proposal'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'type'},{'id': '64', 'type': 'attribute', 'children': ['65', '66']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'typerank'},{'id': '67', 'type': 'expression_statement', 'children': ['68']},{'id': '68', 'type': 'call', 'children': ['69', '72']},{'id': '69', 'type': 'attribute', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'scope_proposals'},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '72', 'type': 'argument_list', 'children': ['73']},{'id': '73', 'type': 'keyword_argument', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '75', 'type': 'attribute', 'children': ['76', '77']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '77', 'type': 'identifier', 'children': [], 'value': '_proposal_key'},{'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': 'result'},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'extend'},{'id': '83', 'type': 'argument_list', 'children': ['84']},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'scope_proposals'},{'id': '85', 'type': 'return_statement', 'children': ['86']},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'result'} | def get_sorted_proposal_list(self):
proposals = {}
for proposal in self.proposals:
proposals.setdefault(proposal.scope, []).append(proposal)
result = []
for scope in self.scopepref:
scope_proposals = proposals.get(scope, [])
scope_proposals = [proposal for proposal in scope_proposals
if proposal.type in self.typerank]
scope_proposals.sort(key=self._proposal_key)
result.extend(scope_proposals)
return result |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '10']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_rank'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'entity'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'criteria'},{'id': '7', 'type': 'default_parameter', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'condition'},{'id': '9', 'type': 'True', 'children': []},{'id': '10', 'type': 'block', 'children': ['11', '25', '31', '42', '55', '61', '92', '106', '113']},{'id': '11', 'type': 'expression_statement', 'children': ['12']},{'id': '12', 'type': 'assignment', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'entity'},{'id': '14', 'type': 'conditional_expression', 'children': ['15', '16', '22'], 'value': 'if'},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'entity'},{'id': '16', 'type': 'not_operator', 'children': ['17']},{'id': '17', 'type': 'call', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '19', 'type': 'argument_list', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'entity'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'Projector'},{'id': '22', 'type': 'attribute', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'entity'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'reference_entity'},{'id': '25', 'type': 'expression_statement', 'children': ['26']},{'id': '26', 'type': 'assignment', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'positions'},{'id': '28', 'type': 'attribute', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'entity'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'members_position'},{'id': '31', 'type': 'expression_statement', 'children': ['32']},{'id': '32', 'type': 'assignment', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'biggest_entity_size'},{'id': '34', 'type': 'binary_operator', 'children': ['35', '41'], 'value': '+'},{'id': '35', 'type': 'call', 'children': ['36', '39']},{'id': '36', 'type': 'attribute', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'max'},{'id': '39', 'type': 'argument_list', 'children': ['40']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'positions'},{'id': '41', 'type': 'integer', 'children': [], 'value': '1'},{'id': '42', 'type': 'expression_statement', 'children': ['43']},{'id': '43', 'type': 'assignment', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'filtered_criteria'},{'id': '45', 'type': 'call', 'children': ['46', '49']},{'id': '46', 'type': 'attribute', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'where'},{'id': '49', 'type': 'argument_list', 'children': ['50', '51', '52']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'condition'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'criteria'},{'id': '52', 'type': 'attribute', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'inf'},{'id': '55', 'type': 'expression_statement', 'children': ['56']},{'id': '56', 'type': 'assignment', 'children': ['57', '58']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'ids'},{'id': '58', 'type': 'attribute', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'entity'},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'members_entity_id'},{'id': '61', 'type': 'expression_statement', 'children': ['62']},{'id': '62', 'type': 'assignment', 'children': ['63', '64']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'matrix'},{'id': '64', 'type': 'call', 'children': ['65', '91']},{'id': '65', 'type': 'attribute', 'children': ['66', '90']},{'id': '66', 'type': 'call', 'children': ['67', '70']},{'id': '67', 'type': 'attribute', 'children': ['68', '69']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'asarray'},{'id': '70', 'type': 'argument_list', 'children': ['71']},{'id': '71', 'type': 'list_comprehension', 'children': ['72', '84']},{'id': '72', 'type': 'call', 'children': ['73', '76']},{'id': '73', 'type': 'attribute', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'entity'},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'value_nth_person'},{'id': '76', 'type': 'argument_list', 'children': ['77', '78', '79']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'filtered_criteria'},{'id': '79', 'type': 'keyword_argument', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'default'},{'id': '81', 'type': 'attribute', 'children': ['82', '83']},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'inf'},{'id': '84', 'type': 'for_in_clause', 'children': ['85', '86']},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '86', 'type': 'call', 'children': ['87', '88']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '88', 'type': 'argument_list', 'children': ['89']},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'biggest_entity_size'},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'transpose'},{'id': '91', 'type': 'argument_list', 'children': []},{'id': '92', 'type': 'expression_statement', 'children': ['93']},{'id': '93', 'type': 'assignment', 'children': ['94', '95']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'sorted_matrix'},{'id': '95', 'type': 'call', 'children': ['96', '99']},{'id': '96', 'type': 'attribute', 'children': ['97', '98']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'argsort'},{'id': '99', 'type': 'argument_list', 'children': ['100']},{'id': '100', 'type': 'call', 'children': ['101', '104']},{'id': '101', 'type': 'attribute', 'children': ['102', '103']},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'argsort'},{'id': '104', 'type': 'argument_list', 'children': ['105']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'matrix'},{'id': '106', 'type': 'expression_statement', 'children': ['107']},{'id': '107', 'type': 'assignment', 'children': ['108', '109']},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '109', 'type': 'subscript', 'children': ['110', '111', '112']},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'sorted_matrix'},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'ids'},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'positions'},{'id': '113', 'type': 'return_statement', 'children': ['114']},{'id': '114', 'type': 'call', 'children': ['115', '118']},{'id': '115', 'type': 'attribute', 'children': ['116', '117']},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'where'},{'id': '118', 'type': 'argument_list', 'children': ['119', '120', '121']},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'condition'},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '121', 'type': 'unary_operator', 'children': ['122'], 'value': '-'},{'id': '122', 'type': 'integer', 'children': [], 'value': '1'} | def get_rank(self, entity, criteria, condition = True):
entity = entity if not isinstance(entity, Projector) else entity.reference_entity
positions = entity.members_position
biggest_entity_size = np.max(positions) + 1
filtered_criteria = np.where(condition, criteria, np.inf)
ids = entity.members_entity_id
matrix = np.asarray([
entity.value_nth_person(k, filtered_criteria, default = np.inf)
for k in range(biggest_entity_size)
]).transpose()
sorted_matrix = np.argsort(np.argsort(matrix))
result = sorted_matrix[ids, positions]
return np.where(condition, result, -1) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '10']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'value_nth_person'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'n'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'array'},{'id': '7', 'type': 'default_parameter', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'default'},{'id': '9', 'type': 'integer', 'children': [], 'value': '0'},{'id': '10', 'type': 'block', 'children': ['11', '20', '26', '34', '40', '54', '70']},{'id': '11', 'type': 'expression_statement', 'children': ['12']},{'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': 'members'},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'check_array_compatible_with_entity'},{'id': '18', 'type': 'argument_list', 'children': ['19']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'array'},{'id': '20', 'type': 'expression_statement', 'children': ['21']},{'id': '21', 'type': 'assignment', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'positions'},{'id': '23', 'type': 'attribute', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'members_position'},{'id': '26', 'type': 'expression_statement', 'children': ['27']},{'id': '27', 'type': 'assignment', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'nb_persons_per_entity'},{'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': 'nb_persons'},{'id': '33', 'type': 'argument_list', 'children': []},{'id': '34', 'type': 'expression_statement', 'children': ['35']},{'id': '35', 'type': 'assignment', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'members_map'},{'id': '37', 'type': 'attribute', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'ordered_members_map'},{'id': '40', 'type': 'expression_statement', 'children': ['41']},{'id': '41', 'type': 'assignment', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '43', 'type': 'call', 'children': ['44', '47']},{'id': '44', 'type': 'attribute', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'filled_array'},{'id': '47', 'type': 'argument_list', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'default'},{'id': '49', 'type': 'keyword_argument', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'dtype'},{'id': '51', 'type': 'attribute', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'array'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'dtype'},{'id': '54', 'type': 'expression_statement', 'children': ['55']},{'id': '55', 'type': 'assignment', 'children': ['56', '61']},{'id': '56', 'type': 'subscript', 'children': ['57', '58']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '58', 'type': 'comparison_operator', 'children': ['59', '60'], 'value': '>'},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'nb_persons_per_entity'},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'n'},{'id': '61', 'type': 'subscript', 'children': ['62', '65']},{'id': '62', 'type': 'subscript', 'children': ['63', '64']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'array'},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'members_map'},{'id': '65', 'type': 'comparison_operator', 'children': ['66', '69'], 'value': '=='},{'id': '66', 'type': 'subscript', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'positions'},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'members_map'},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'n'},{'id': '70', 'type': 'return_statement', 'children': ['71']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'result'} | def value_nth_person(self, n, array, default = 0):
self.members.check_array_compatible_with_entity(array)
positions = self.members_position
nb_persons_per_entity = self.nb_persons()
members_map = self.ordered_members_map
result = self.filled_array(default, dtype = array.dtype)
result[nb_persons_per_entity > n] = array[members_map][positions[members_map] == n]
return result |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '19']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'create_query_index'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11', '14', '17']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'design_document_id'},{'id': '7', 'type': 'None', 'children': []},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'index_name'},{'id': '10', 'type': 'None', 'children': []},{'id': '11', 'type': 'default_parameter', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'index_type'},{'id': '13', 'type': 'string', 'children': [], 'value': "'json'"},{'id': '14', 'type': 'default_parameter', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'partitioned'},{'id': '16', 'type': 'False', 'children': []},{'id': '17', 'type': 'dictionary_splat_pattern', 'children': ['18']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '19', 'type': 'block', 'children': ['20', '66', '72']},{'id': '20', 'type': 'if_statement', 'children': ['21', '24', '39', '58']},{'id': '21', 'type': 'comparison_operator', 'children': ['22', '23'], 'value': '=='},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'index_type'},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'JSON_INDEX_TYPE'},{'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', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'Index'},{'id': '30', 'type': 'argument_list', 'children': ['31', '32', '33', '34', '37']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'design_document_id'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'index_name'},{'id': '34', 'type': 'keyword_argument', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'partitioned'},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'partitioned'},{'id': '37', 'type': 'dictionary_splat', 'children': ['38']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '39', 'type': 'elif_clause', 'children': ['40', '43']},{'id': '40', 'type': 'comparison_operator', 'children': ['41', '42'], 'value': '=='},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'index_type'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'TEXT_INDEX_TYPE'},{'id': '43', 'type': 'block', 'children': ['44']},{'id': '44', 'type': 'expression_statement', 'children': ['45']},{'id': '45', 'type': 'assignment', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '47', 'type': 'call', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'TextIndex'},{'id': '49', 'type': 'argument_list', 'children': ['50', '51', '52', '53', '56']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'design_document_id'},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'index_name'},{'id': '53', 'type': 'keyword_argument', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'partitioned'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'partitioned'},{'id': '56', 'type': 'dictionary_splat', 'children': ['57']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '58', 'type': 'else_clause', 'children': ['59']},{'id': '59', 'type': 'block', 'children': ['60']},{'id': '60', 'type': 'raise_statement', 'children': ['61']},{'id': '61', 'type': 'call', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'CloudantArgumentError'},{'id': '63', 'type': 'argument_list', 'children': ['64', '65']},{'id': '64', 'type': 'integer', 'children': [], 'value': '103'},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'index_type'},{'id': '66', 'type': 'expression_statement', 'children': ['67']},{'id': '67', 'type': 'call', 'children': ['68', '71']},{'id': '68', 'type': 'attribute', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'create'},{'id': '71', 'type': 'argument_list', 'children': []},{'id': '72', 'type': 'return_statement', 'children': ['73']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'index'} | def create_query_index(
self,
design_document_id=None,
index_name=None,
index_type='json',
partitioned=False,
**kwargs
):
if index_type == JSON_INDEX_TYPE:
index = Index(self, design_document_id, index_name,
partitioned=partitioned, **kwargs)
elif index_type == TEXT_INDEX_TYPE:
index = TextIndex(self, design_document_id, index_name,
partitioned=partitioned, **kwargs)
else:
raise CloudantArgumentError(103, index_type)
index.create()
return index |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_search_result'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'ddoc_id'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'index_name'},{'id': '7', 'type': 'dictionary_splat_pattern', 'children': ['8']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'query_params'},{'id': '9', 'type': 'block', 'children': ['10', '18']},{'id': '10', 'type': 'expression_statement', 'children': ['11']},{'id': '11', 'type': 'assignment', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'ddoc'},{'id': '13', 'type': 'call', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'DesignDocument'},{'id': '15', 'type': 'argument_list', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'ddoc_id'},{'id': '18', 'type': 'return_statement', 'children': ['19']},{'id': '19', 'type': 'call', 'children': ['20', '23']},{'id': '20', 'type': 'attribute', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '22', 'type': 'identifier', 'children': [], 'value': '_get_search_result'},{'id': '23', 'type': 'argument_list', 'children': ['24', '35']},{'id': '24', 'type': 'call', 'children': ['25', '28']},{'id': '25', 'type': 'attribute', 'children': ['26', '27']},{'id': '26', 'type': 'string', 'children': [], 'value': "'/'"},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '28', 'type': 'argument_list', 'children': ['29']},{'id': '29', 'type': 'tuple', 'children': ['30', '33', '34']},{'id': '30', 'type': 'attribute', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'ddoc'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'document_url'},{'id': '33', 'type': 'string', 'children': [], 'value': "'_search'"},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'index_name'},{'id': '35', 'type': 'dictionary_splat', 'children': ['36']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'query_params'} | def get_search_result(self, ddoc_id, index_name, **query_params):
ddoc = DesignDocument(self, ddoc_id)
return self._get_search_result(
'/'.join((ddoc.document_url, '_search', index_name)),
**query_params
) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'predict_log_proba'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'X'},{'id': '6', 'type': 'block', 'children': ['7', '16', '26']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'jll'},{'id': '10', 'type': 'call', 'children': ['11', '14']},{'id': '11', 'type': 'attribute', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '13', 'type': 'identifier', 'children': [], 'value': '_joint_log_likelihood'},{'id': '14', 'type': 'argument_list', 'children': ['15']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'X'},{'id': '16', 'type': 'expression_statement', 'children': ['17']},{'id': '17', 'type': 'assignment', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'log_prob_x'},{'id': '19', 'type': 'call', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'logsumexp'},{'id': '21', 'type': 'argument_list', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'jll'},{'id': '23', 'type': 'keyword_argument', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'axis'},{'id': '25', 'type': 'integer', 'children': [], 'value': '1'},{'id': '26', 'type': 'return_statement', 'children': ['27']},{'id': '27', 'type': 'binary_operator', 'children': ['28', '29'], 'value': '-'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'jll'},{'id': '29', 'type': 'attribute', 'children': ['30', '36']},{'id': '30', 'type': 'call', 'children': ['31', '34']},{'id': '31', 'type': 'attribute', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'atleast_2d'},{'id': '34', 'type': 'argument_list', 'children': ['35']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'log_prob_x'},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'T'} | def predict_log_proba(self, X):
jll = self._joint_log_likelihood(X)
log_prob_x = logsumexp(jll, axis=1)
return jll - np.atleast_2d(log_prob_x).T |
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concat_arrays = numpy.concatenate([array1, array2])
unique_values = numpy.unique(concat_arrays)
return numpy.sort(unique_values) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sortedneighbourhood'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '7']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'list_splat_pattern', 'children': ['6']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '7', 'type': 'dictionary_splat_pattern', 'children': ['8']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '9', 'type': 'block', 'children': ['10', '20', '27']},{'id': '10', 'type': 'expression_statement', 'children': ['11']},{'id': '11', 'type': 'assignment', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'indexer'},{'id': '13', 'type': 'call', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'SortedNeighbourhood'},{'id': '15', 'type': 'argument_list', 'children': ['16', '18']},{'id': '16', 'type': 'list_splat', 'children': ['17']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '18', 'type': 'dictionary_splat', 'children': ['19']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '20', 'type': 'expression_statement', 'children': ['21']},{'id': '21', 'type': 'call', 'children': ['22', '25']},{'id': '22', 'type': 'attribute', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'add'},{'id': '25', 'type': 'argument_list', 'children': ['26']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'indexer'},{'id': '27', 'type': 'return_statement', 'children': ['28']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'self'} | def sortedneighbourhood(self, *args, **kwargs):
indexer = SortedNeighbourhood(*args, **kwargs)
self.add(indexer)
return self |
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if len(sorted_values) == 0:
return None
mid_index = len(sorted_values) // 2
root = Node(sorted_values[mid_index])
root.left = _build_bst_from_sorted_values(sorted_values[:mid_index])
root.right = _build_bst_from_sorted_values(sorted_values[mid_index + 1:])
return root |
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['46']},{'id': '46', 'type': 'assignment', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'pvals_sortind'},{'id': '48', 'type': 'call', 'children': ['49', '52']},{'id': '49', 'type': 'attribute', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'argsort'},{'id': '52', 'type': 'argument_list', 'children': ['53']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'pvals'},{'id': '54', 'type': 'expression_statement', 'children': ['55']},{'id': '55', 'type': 'assignment', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'pvals_sorted'},{'id': '57', 'type': 'subscript', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'pvals'},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'pvals_sortind'},{'id': '60', 'type': 'expression_statement', 'children': ['61']},{'id': '61', 'type': 'assignment', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'sortrevind'},{'id': '63', 'type': 'call', 'children': ['64', '67']},{'id': '64', 'type': 'attribute', 'children': ['65', '66']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'pvals_sortind'},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'argsort'},{'id': '67', 'type': 'argument_list', 'children': []},{'id': '68', 'type': 'expression_statement', 'children': ['69']},{'id': '69', 'type': 'assignment', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'ntests'},{'id': '71', 'type': 'binary_operator', 'children': ['72', '75'], 'value': '-'},{'id': '72', 'type': 'attribute', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'pvals'},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'size'},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'num_nan'},{'id': '76', 'type': 'expression_statement', 'children': ['77']},{'id': '77', 'type': 'assignment', 'children': ['78', '79']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'pvals_corr'},{'id': '79', 'type': 'call', 'children': ['80', '83']},{'id': '80', 'type': 'attribute', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'diag'},{'id': '83', 'type': 'argument_list', 'children': ['84']},{'id': '84', 'type': 'binary_operator', 'children': ['85', '86'], 'value': '*'},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'pvals_sorted'},{'id': '86', 'type': 'subscript', 'children': ['87', '96', '97']},{'id': '87', 'type': 'call', 'children': ['88', '91']},{'id': '88', 'type': 'attribute', 'children': ['89', '90']},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'arange'},{'id': 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'identifier', 'children': [], 'value': 'accumulate'},{'id': '107', 'type': 'argument_list', 'children': ['108']},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'pvals_corr'},{'id': '109', 'type': 'expression_statement', 'children': ['110']},{'id': '110', 'type': 'assignment', 'children': ['111', '112']},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'pvals_corr'},{'id': '112', 'type': 'call', 'children': ['113', '116']},{'id': '113', 'type': 'attribute', 'children': ['114', '115']},{'id': '114', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'clip'},{'id': '116', 'type': 'argument_list', 'children': ['117', '118', '119']},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'pvals_corr'},{'id': '118', 'type': 'None', 'children': []},{'id': '119', 'type': 'integer', 'children': [], 'value': '1'},{'id': '120', 'type': 'expression_statement', 'children': ['121']},{'id': '121', 'type': 'assignment', 'children': ['122', '123']},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'pvals_corr'},{'id': '123', 'type': 'call', 'children': ['124', '127']},{'id': '124', 'type': 'attribute', 'children': ['125', '126']},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '127', 'type': 'argument_list', 'children': ['128', '129']},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'pvals_corr'},{'id': '129', 'type': 'call', 'children': ['130', '133']},{'id': '130', 'type': 'attribute', 'children': ['131', '132']},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'full'},{'id': '133', 'type': 'argument_list', 'children': ['134', '135']},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'num_nan'},{'id': '135', 'type': 'attribute', 'children': ['136', '137']},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'nan'},{'id': '138', 'type': 'expression_statement', 'children': ['139']},{'id': '139', 'type': 'assignment', 'children': ['140', '141']},{'id': '140', 'type': 'identifier', 'children': [], 'value': 'pvals_corrected'},{'id': '141', 'type': 'call', 'children': ['142', '147']},{'id': '142', 'type': 'attribute', 'children': ['143', '146']},{'id': '143', 'type': 'subscript', 'children': ['144', '145']},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'pvals_corr'},{'id': '145', 'type': 'identifier', 'children': [], 'value': 'sortrevind'},{'id': '146', 'type': 'identifier', 'children': [], 'value': 'reshape'},{'id': '147', 'type': 'argument_list', 'children': ['148']},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'shape_init'},{'id': '149', 'type': 'with_statement', 'children': ['150', '160']},{'id': '150', 'type': 'with_clause', 'children': ['151']},{'id': '151', 'type': 'with_item', 'children': ['152']},{'id': '152', 'type': 'call', 'children': ['153', '156']},{'id': '153', 'type': 'attribute', 'children': ['154', '155']},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '155', 'type': 'identifier', 'children': [], 'value': 'errstate'},{'id': '156', 'type': 'argument_list', 'children': ['157']},{'id': '157', 'type': 'keyword_argument', 'children': ['158', '159']},{'id': '158', 'type': 'identifier', 'children': [], 'value': 'invalid'},{'id': '159', 'type': 'string', 'children': [], 'value': "'ignore'"},{'id': '160', 'type': 'block', 'children': ['161']},{'id': '161', 'type': 'expression_statement', 'children': ['162']},{'id': '162', 'type': 'assignment', 'children': ['163', '164']},{'id': '163', 'type': 'identifier', 'children': [], 'value': 'reject'},{'id': '164', 'type': 'call', 'children': ['165', '168']},{'id': '165', 'type': 'attribute', 'children': ['166', '167']},{'id': '166', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '167', 'type': 'identifier', 'children': [], 'value': 'less'},{'id': '168', 'type': 'argument_list', 'children': ['169', '170']},{'id': '169', 'type': 'identifier', 'children': [], 'value': 'pvals_corrected'},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'alpha'},{'id': '171', 'type': 'return_statement', 'children': ['172']},{'id': '172', 'type': 'expression_list', 'children': ['173', '174']},{'id': '173', 'type': 'identifier', 'children': [], 'value': 'reject'},{'id': '174', 'type': 'identifier', 'children': [], 'value': 'pvals_corrected'} | def holm(pvals, alpha=.05):
pvals = np.asarray(pvals)
shape_init = pvals.shape
pvals = pvals.ravel()
num_nan = np.isnan(pvals).sum()
pvals_sortind = np.argsort(pvals)
pvals_sorted = pvals[pvals_sortind]
sortrevind = pvals_sortind.argsort()
ntests = pvals.size - num_nan
pvals_corr = np.diag(pvals_sorted * np.arange(ntests, 0, -1)[..., None])
pvals_corr = np.maximum.accumulate(pvals_corr)
pvals_corr = np.clip(pvals_corr, None, 1)
pvals_corr = np.append(pvals_corr, np.full(num_nan, np.nan))
pvals_corrected = pvals_corr[sortrevind].reshape(shape_init)
with np.errstate(invalid='ignore'):
reject = np.less(pvals_corrected, alpha)
return reject, pvals_corrected |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort_reverse_chronologically'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'block', 'children': ['6']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'call', 'children': ['8', '13']},{'id': '8', 'type': 'attribute', 'children': ['9', '12']},{'id': '9', 'type': 'attribute', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'measurements'},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '13', 'type': 'argument_list', 'children': ['14', '22']},{'id': '14', 'type': 'keyword_argument', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '16', 'type': 'lambda', 'children': ['17', '19']},{'id': '17', 'type': 'lambda_parameters', 'children': ['18']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '19', 'type': 'attribute', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'timestamp'},{'id': '22', 'type': 'keyword_argument', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '24', 'type': 'True', 'children': []} | def sort_reverse_chronologically(self):
self.measurements.sort(key=lambda m: m.timestamp, reverse=True) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sorted_dependencies'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'dist'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '7', 'type': 'False', 'children': []},{'id': '8', 'type': 'block', 'children': ['9', '14', '19', '24', '28', '33', '107', '113', '119', '191', '205', '219']},{'id': '9', 'type': 'import_from_statement', 'children': ['10', '12']},{'id': '10', 'type': 'relative_import', 'children': ['11']},{'id': '11', 'type': 'import_prefix', 'children': []},{'id': '12', 'type': 'dotted_name', 'children': ['13']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'baseclass'},{'id': '14', 'type': 'expression_statement', 'children': ['15']},{'id': '15', 'type': 'assignment', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'collection'},{'id': '17', 'type': 'list', 'children': ['18'], 'value': '[dist]'},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'dist'},{'id': '19', 'type': 'expression_statement', 'children': ['20']},{'id': '20', 'type': 'assignment', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'nodes'},{'id': '22', 'type': 'list', 'children': ['23'], 'value': '[dist]'},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'dist'},{'id': '24', 'type': 'expression_statement', 'children': ['25']},{'id': '25', 'type': 'assignment', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'edges'},{'id': '27', 'type': 'list', 'children': [], 'value': '[]'},{'id': '28', 'type': 'expression_statement', 'children': ['29']},{'id': '29', 'type': 'assignment', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'pool'},{'id': '31', 'type': 'list', 'children': ['32'], 'value': '[dist]'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'dist'},{'id': '33', 'type': 'while_statement', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'pool'},{'id': '35', 'type': 'block', 'children': ['36', '44']},{'id': '36', 'type': 'expression_statement', 'children': ['37']},{'id': '37', 'type': 'assignment', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'dist'},{'id': '39', 'type': 'call', 'children': ['40', '43']},{'id': '40', 'type': 'attribute', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'pool'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'pop'},{'id': '43', 'type': 'argument_list', 'children': []},{'id': '44', 'type': 'for_statement', 'children': ['45', '46', '52']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '46', 'type': 'call', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '48', 'type': 'argument_list', 'children': ['49']},{'id': '49', 'type': 'attribute', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'dist'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'prm'},{'id': '52', 'type': 'block', 'children': ['53', '61', '72', '88']},{'id': '53', 'type': 'expression_statement', 'children': ['54']},{'id': '54', 'type': 'assignment', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '56', 'type': 'subscript', 'children': ['57', '60']},{'id': '57', 'type': 'attribute', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'dist'},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'prm'},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '61', 'type': 'if_statement', 'children': ['62', '70']},{'id': '62', 'type': 'not_operator', 'children': ['63']},{'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': 'value'},{'id': '67', 'type': 'attribute', 'children': ['68', '69']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'baseclass'},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'Dist'},{'id': '70', 'type': 'block', 'children': ['71']},{'id': '71', 'type': 'continue_statement', 'children': []},{'id': '72', 'type': 'if_statement', 'children': ['73', '78']},{'id': '73', 'type': 'comparison_operator', 'children': ['74', '77'], 'value': 'not'},{'id': '74', 'type': 'tuple', 'children': ['75', '76']},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'dist'},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'edges'},{'id': '78', 'type': 'block', 'children': ['79']},{'id': '79', 'type': 'expression_statement', 'children': ['80']},{'id': '80', 'type': 'call', 'children': ['81', '84']},{'id': '81', 'type': 'attribute', 'children': ['82', '83']},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'edges'},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '84', 'type': 'argument_list', 'children': ['85']},{'id': '85', 'type': 'tuple', 'children': ['86', '87']},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'dist'},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '88', 'type': 'if_statement', 'children': ['89', '92']},{'id': '89', 'type': 'comparison_operator', 'children': ['90', '91'], 'value': 'not'},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'nodes'},{'id': '92', 'type': 'block', 'children': ['93', '100']},{'id': '93', 'type': 'expression_statement', 'children': ['94']},{'id': '94', 'type': 'call', 'children': ['95', '98']},{'id': '95', 'type': 'attribute', 'children': ['96', '97']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'nodes'},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '98', 'type': 'argument_list', 'children': ['99']},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'value'},{'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': 'pool'},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '105', 'type': 'argument_list', 'children': ['106']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '107', 'type': 'expression_statement', 'children': ['108']},{'id': '108', 'type': 'assignment', 'children': ['109', '110']},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'permanent_marks'},{'id': '110', 'type': 'call', 'children': ['111', '112']},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'set'},{'id': '112', 'type': 'argument_list', 'children': []},{'id': '113', 'type': 'expression_statement', 'children': ['114']},{'id': '114', 'type': 'assignment', 'children': ['115', '116']},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'temporary_marks'},{'id': '116', 'type': 'call', 'children': ['117', '118']},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'set'},{'id': '118', 'type': 'argument_list', 'children': []},{'id': '119', 'type': 'function_definition', 'children': ['120', '121', '123']},{'id': '120', 'type': 'function_name', 'children': [], 'value': 'visit'},{'id': '121', 'type': 'parameters', 'children': ['122']},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '123', 'type': 'block', 'children': ['124', '130', '140', '147', '154', '170', '177', '184']},{'id': '124', 'type': 'if_statement', 'children': ['125', '128']},{'id': '125', 'type': 'comparison_operator', 'children': ['126', '127'], 'value': 'in'},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '127', 'type': 'identifier', 'children': [], 'value': 'permanent_marks'},{'id': '128', 'type': 'block', 'children': ['129']},{'id': '129', 'type': 'return_statement', 'children': []},{'id': '130', 'type': 'if_statement', 'children': ['131', '134']},{'id': '131', 'type': 'comparison_operator', 'children': ['132', '133'], 'value': 'in'},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '133', 'type': 'identifier', 'children': [], 'value': 'temporary_marks'},{'id': '134', 'type': 'block', 'children': ['135']},{'id': '135', 'type': 'raise_statement', 'children': ['136']},{'id': '136', 'type': 'call', 'children': ['137', '138']},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'DependencyError'},{'id': '138', 'type': 'argument_list', 'children': ['139']},{'id': '139', 'type': 'string', 'children': [], 'value': '"cycles in dependency structure."'},{'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': 'nodes'},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'remove'},{'id': '145', 'type': 'argument_list', 'children': ['146']},{'id': '146', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '147', 'type': 'expression_statement', 'children': ['148']},{'id': '148', 'type': 'call', 'children': ['149', '152']},{'id': '149', 'type': 'attribute', 'children': ['150', '151']},{'id': '150', 'type': 'identifier', 'children': [], 'value': 'temporary_marks'},{'id': '151', 'type': 'identifier', 'children': [], 'value': 'add'},{'id': '152', 'type': 'argument_list', 'children': ['153']},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '154', 'type': 'for_statement', 'children': ['155', '158', '159']},{'id': '155', 'type': 'pattern_list', 'children': ['156', '157']},{'id': '156', 'type': 'identifier', 'children': [], 'value': 'node1'},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'node2'},{'id': '158', 'type': 'identifier', 'children': [], 'value': 'edges'},{'id': '159', 'type': 'block', 'children': ['160']},{'id': '160', 'type': 'if_statement', 'children': ['161', '164']},{'id': '161', 'type': 'comparison_operator', 'children': ['162', '163'], 'value': 'is'},{'id': '162', 'type': 'identifier', 'children': [], 'value': 'node1'},{'id': '163', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '164', 'type': 'block', 'children': ['165']},{'id': '165', 'type': 'expression_statement', 'children': ['166']},{'id': '166', 'type': 'call', 'children': ['167', '168']},{'id': '167', 'type': 'identifier', 'children': [], 'value': 'visit'},{'id': '168', 'type': 'argument_list', 'children': ['169']},{'id': '169', 'type': 'identifier', 'children': [], 'value': 'node2'},{'id': '170', 'type': 'expression_statement', 'children': ['171']},{'id': '171', 'type': 'call', 'children': ['172', '175']},{'id': '172', 'type': 'attribute', 'children': ['173', '174']},{'id': '173', 'type': 'identifier', 'children': [], 'value': 'temporary_marks'},{'id': '174', 'type': 'identifier', 'children': [], 'value': 'remove'},{'id': '175', 'type': 'argument_list', 'children': ['176']},{'id': '176', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '177', 'type': 'expression_statement', 'children': ['178']},{'id': '178', 'type': 'call', 'children': ['179', '182']},{'id': '179', 'type': 'attribute', 'children': ['180', '181']},{'id': '180', 'type': 'identifier', 'children': [], 'value': 'permanent_marks'},{'id': '181', 'type': 'identifier', 'children': [], 'value': 'add'},{'id': '182', 'type': 'argument_list', 'children': ['183']},{'id': '183', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '184', 'type': 'expression_statement', 'children': ['185']},{'id': '185', 'type': 'call', 'children': ['186', '189']},{'id': '186', 'type': 'attribute', 'children': ['187', '188']},{'id': '187', 'type': 'identifier', 'children': [], 'value': 'pool'},{'id': '188', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '189', 'type': 'argument_list', 'children': ['190']},{'id': '190', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '191', 'type': 'while_statement', 'children': ['192', '193']},{'id': '192', 'type': 'identifier', 'children': [], 'value': 'nodes'},{'id': '193', 'type': 'block', 'children': ['194', '200']},{'id': '194', 'type': 'expression_statement', 'children': ['195']},{'id': '195', 'type': 'assignment', 'children': ['196', '197']},{'id': '196', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '197', 'type': 'subscript', 'children': ['198', '199']},{'id': '198', 'type': 'identifier', 'children': [], 'value': 'nodes'},{'id': '199', 'type': 'integer', 'children': [], 'value': '0'},{'id': '200', 'type': 'expression_statement', 'children': ['201']},{'id': '201', 'type': 'call', 'children': ['202', '203']},{'id': '202', 'type': 'identifier', 'children': [], 'value': 'visit'},{'id': '203', 'type': 'argument_list', 'children': ['204']},{'id': '204', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '205', 'type': 'if_statement', 'children': ['206', '208']},{'id': '206', 'type': 'not_operator', 'children': ['207']},{'id': '207', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '208', 'type': 'block', 'children': ['209']},{'id': '209', 'type': 'expression_statement', 'children': ['210']},{'id': '210', 'type': 'assignment', 'children': ['211', '212']},{'id': '211', 'type': 'identifier', 'children': [], 'value': 'pool'},{'id': '212', 'type': 'call', 'children': ['213', '214']},{'id': '213', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '214', 'type': 'argument_list', 'children': ['215']},{'id': '215', 'type': 'call', 'children': ['216', '217']},{'id': '216', 'type': 'identifier', 'children': [], 'value': 'reversed'},{'id': '217', 'type': 'argument_list', 'children': ['218']},{'id': '218', 'type': 'identifier', 'children': [], 'value': 'pool'},{'id': '219', 'type': 'return_statement', 'children': ['220']},{'id': '220', 'type': 'identifier', 'children': [], 'value': 'pool'} | def sorted_dependencies(dist, reverse=False):
from .. import baseclass
collection = [dist]
nodes = [dist]
edges = []
pool = [dist]
while pool:
dist = pool.pop()
for key in sorted(dist.prm):
value = dist.prm[key]
if not isinstance(value, baseclass.Dist):
continue
if (dist, value) not in edges:
edges.append((dist, value))
if value not in nodes:
nodes.append(value)
pool.append(value)
permanent_marks = set()
temporary_marks = set()
def visit(node):
if node in permanent_marks:
return
if node in temporary_marks:
raise DependencyError("cycles in dependency structure.")
nodes.remove(node)
temporary_marks.add(node)
for node1, node2 in edges:
if node1 is node:
visit(node2)
temporary_marks.remove(node)
permanent_marks.add(node)
pool.append(node)
while nodes:
node = nodes[0]
visit(node)
if not reverse:
pool = list(reversed(pool))
return pool |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '20']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'orth_ttr'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9', '12', '15', '18']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'dist'},{'id': '6', 'type': 'default_parameter', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'normed'},{'id': '8', 'type': 'False', 'children': []},{'id': '9', 'type': 'default_parameter', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '11', 'type': 'string', 'children': [], 'value': '"GR"'},{'id': '12', 'type': 'default_parameter', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'retall'},{'id': '14', 'type': 'False', 'children': []},{'id': '15', 'type': 'default_parameter', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'cross_truncation'},{'id': '17', 'type': 'float', 'children': [], 'value': '1.'},{'id': '18', 'type': 'dictionary_splat_pattern', 'children': ['19']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'kws'},{'id': '20', 'type': 'block', 'children': ['21', '51', '86', '93', '215', '233', '245']},{'id': '21', 'type': 'expression_statement', 'children': ['22']},{'id': '22', 'type': 'assignment', 'children': ['23', '28']},{'id': '23', 'type': 'pattern_list', 'children': ['24', '25', '26', '27']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'polynomials'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'norms'},{'id': '26', 'type': 'identifier', 'children': [], 'value': '_'},{'id': '27', 'type': 'identifier', 'children': [], 'value': '_'},{'id': '28', 'type': 'call', 'children': ['29', '34']},{'id': '29', 'type': 'attribute', 'children': ['30', 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'children': [], 'value': 'norms'},{'id': '210', 'type': 'integer', 'children': [], 'value': '0'},{'id': '211', 'type': 'expression_statement', 'children': ['212']},{'id': '212', 'type': 'assignment', 'children': ['213', '214']},{'id': '213', 'type': 'identifier', 'children': [], 'value': 'mv_polynomials'},{'id': '214', 'type': 'identifier', 'children': [], 'value': 'polynomials'},{'id': '215', 'type': 'expression_statement', 'children': ['216']},{'id': '216', 'type': 'assignment', 'children': ['217', '218']},{'id': '217', 'type': 'identifier', 'children': [], 'value': 'polynomials'},{'id': '218', 'type': 'call', 'children': ['219', '224']},{'id': '219', 'type': 'attribute', 'children': ['220', '223']},{'id': '220', 'type': 'attribute', 'children': ['221', '222']},{'id': '221', 'type': 'identifier', 'children': [], 'value': 'chaospy'},{'id': '222', 'type': 'identifier', 'children': [], 'value': 'poly'},{'id': '223', 'type': 'identifier', 'children': [], 'value': 'flatten'},{'id': '224', 'type': 'argument_list', 'children': ['225']},{'id': '225', 'type': 'call', 'children': ['226', '231']},{'id': '226', 'type': 'attribute', 'children': ['227', '230']},{'id': '227', 'type': 'attribute', 'children': ['228', '229']},{'id': '228', 'type': 'identifier', 'children': [], 'value': 'chaospy'},{'id': '229', 'type': 'identifier', 'children': [], 'value': 'poly'},{'id': '230', 'type': 'identifier', 'children': [], 'value': 'Poly'},{'id': '231', 'type': 'argument_list', 'children': ['232']},{'id': '232', 'type': 'identifier', 'children': [], 'value': 'mv_polynomials'},{'id': '233', 'type': 'if_statement', 'children': ['234', '235']},{'id': '234', 'type': 'identifier', 'children': [], 'value': 'retall'},{'id': '235', 'type': 'block', 'children': ['236']},{'id': '236', 'type': 'return_statement', 'children': ['237']},{'id': '237', 'type': 'expression_list', 'children': ['238', '239']},{'id': '238', 'type': 'identifier', 'children': [], 'value': 'polynomials'},{'id': '239', 'type': 'call', 'children': ['240', '243']},{'id': '240', 'type': 'attribute', 'children': ['241', '242']},{'id': '241', 'type': 'identifier', 'children': [], 'value': 'numpy'},{'id': '242', 'type': 'identifier', 'children': [], 'value': 'array'},{'id': '243', 'type': 'argument_list', 'children': ['244']},{'id': '244', 'type': 'identifier', 'children': [], 'value': 'mv_norms'},{'id': '245', 'type': 'return_statement', 'children': ['246']},{'id': '246', 'type': 'identifier', 'children': [], 'value': 'polynomials'} | def orth_ttr(
order, dist, normed=False, sort="GR", retall=False,
cross_truncation=1., **kws):
polynomials, norms, _, _ = chaospy.quad.generate_stieltjes(
dist=dist, order=numpy.max(order), retall=True, **kws)
if normed:
for idx, poly in enumerate(polynomials):
polynomials[idx] = poly / numpy.sqrt(norms[:, idx])
norms = norms**0
dim = len(dist)
if dim > 1:
mv_polynomials = []
mv_norms = []
indices = chaospy.bertran.bindex(
start=0, stop=order, dim=dim, sort=sort,
cross_truncation=cross_truncation,
)
for index in indices:
poly = polynomials[index[0]][0]
for idx in range(1, dim):
poly = poly * polynomials[index[idx]][idx]
mv_polynomials.append(poly)
if retall:
for index in indices:
mv_norms.append(
numpy.prod([norms[idx, index[idx]] for idx in range(dim)]))
else:
mv_norms = norms[0]
mv_polynomials = polynomials
polynomials = chaospy.poly.flatten(chaospy.poly.Poly(mv_polynomials))
if retall:
return polynomials, numpy.array(mv_norms)
return polynomials |
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'75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'basis'},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'dist'},{'id': '76', 'type': 'expression_statement', 'children': ['77']},{'id': '77', 'type': 'assignment', 'children': ['78', '79']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'cholmat_inv'},{'id': '79', 'type': 'attribute', 'children': ['80', '90']},{'id': '80', 'type': 'call', 'children': ['81', '86']},{'id': '81', 'type': 'attribute', 'children': ['82', '85']},{'id': '82', 'type': 'attribute', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'numpy'},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'linalg'},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'inv'},{'id': '86', 'type': 'argument_list', 'children': ['87']},{'id': '87', 'type': 'attribute', 'children': ['88', '89']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'cholmat'},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'T'},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'T'},{'id': '91', 'type': 'if_statement', 'children': ['92', '94']},{'id': '92', 'type': 'not_operator', 'children': ['93']},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'normed'},{'id': '94', 'type': 'block', 'children': ['95', '113']},{'id': '95', 'type': 'expression_statement', 'children': ['96']},{'id': '96', 'type': 'assignment', 'children': ['97', '98']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'diag_mesh'},{'id': '98', 'type': 'call', 'children': ['99', '102']},{'id': '99', 'type': 'attribute', 'children': ['100', '101']},{'id': '100', 'type': 'identifier', 'children': [], 'value': 'numpy'},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'repeat'},{'id': '102', 'type': 'argument_list', 'children': ['103', '109']},{'id': '103', 'type': 'call', 'children': ['104', '107']},{'id': '104', 'type': 'attribute', 'children': ['105', '106']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'numpy'},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'diag'},{'id': '107', 'type': 'argument_list', 'children': ['108']},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'cholmat_inv'},{'id': '109', 'type': 'call', 'children': ['110', '111']},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '111', 'type': 'argument_list', 'children': ['112']},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'cholmat_inv'},{'id': '113', 'type': 'expression_statement', 'children': ['114']},{'id': '114', 'type': 'augmented_assignment', 'children': ['115', '116'], 'value': '/='},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'cholmat_inv'},{'id': '116', 'type': 'call', 'children': ['117', '120']},{'id': '117', 'type': 'attribute', 'children': ['118', '119']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'diag_mesh'},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'reshape'},{'id': '120', 'type': 'argument_list', 'children': ['121']},{'id': '121', 'type': 'attribute', 'children': ['122', '123']},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'cholmat_inv'},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'shape'},{'id': '124', 'type': 'expression_statement', 'children': ['125']},{'id': '125', 'type': 'assignment', 'children': ['126', '127']},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'coefs'},{'id': '127', 'type': 'call', 'children': ['128', '131']},{'id': '128', 'type': 'attribute', 'children': ['129', '130']},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'numpy'},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'empty'},{'id': '131', 'type': 'argument_list', 'children': ['132']},{'id': '132', 'type': 'tuple', 'children': ['133', '136']},{'id': '133', 'type': 'binary_operator', 'children': ['134', '135'], 'value': '+'},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'length'},{'id': '135', 'type': 'integer', 'children': [], 'value': '1'},{'id': '136', 'type': 'binary_operator', 'children': ['137', '138'], 'value': '+'},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'length'},{'id': '138', 'type': 'integer', 'children': [], 'value': '1'},{'id': '139', 'type': 'expression_statement', 'children': ['140']},{'id': '140', 'type': 'assignment', 'children': ['141', '149']},{'id': '141', 'type': 'subscript', 'children': ['142', '143', '146']},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'coefs'},{'id': '143', 'type': 'slice', 'children': ['144', '145']},{'id': '144', 'type': 'integer', 'children': [], 'value': '1'},{'id': '145', 'type': 'colon', 'children': []},{'id': '146', 'type': 'slice', 'children': ['147', '148']},{'id': '147', 'type': 'integer', 'children': [], 'value': '1'},{'id': '148', 'type': 'colon', 'children': []},{'id': '149', 'type': 'identifier', 'children': [], 'value': 'cholmat_inv'},{'id': '150', 'type': 'expression_statement', 'children': ['151']},{'id': '151', 'type': 'assignment', 'children': ['152', '156']},{'id': '152', 'type': 'subscript', 'children': ['153', '154', '155']},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'coefs'},{'id': '154', 'type': 'integer', 'children': [], 'value': '0'},{'id': '155', 'type': 'integer', 'children': [], 'value': '0'},{'id': '156', 'type': 'integer', 'children': [], 'value': '1'},{'id': '157', 'type': 'expression_statement', 'children': ['158']},{'id': '158', 'type': 'assignment', 'children': ['159', '165']},{'id': '159', 'type': 'subscript', 'children': ['160', '161', '162']},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'coefs'},{'id': '161', 'type': 'integer', 'children': [], 'value': '0'},{'id': '162', 'type': 'slice', 'children': ['163', '164']},{'id': '163', 'type': 'integer', 'children': [], 'value': '1'},{'id': '164', 'type': 'colon', 'children': []},{'id': '165', 'type': 'integer', 'children': [], 'value': '0'},{'id': '166', 'type': 'expression_statement', 'children': ['167']},{'id': '167', 'type': 'assignment', 'children': ['168', '169']},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'expected'},{'id': '169', 'type': 'unary_operator', 'children': ['170'], 'value': '-'},{'id': '170', 'type': 'call', 'children': ['171', '174']},{'id': '171', 'type': 'attribute', 'children': ['172', '173']},{'id': '172', 'type': 'identifier', 'children': [], 'value': 'numpy'},{'id': '173', 'type': 'identifier', 'children': [], 'value': 'sum'},{'id': '174', 'type': 'argument_list', 'children': ['175', '188']},{'id': '175', 'type': 'binary_operator', 'children': ['176', '177'], 'value': '*'},{'id': '176', 'type': 'identifier', 'children': [], 'value': 'cholmat_inv'},{'id': '177', 'type': 'call', 'children': ['178', '183']},{'id': '178', 'type': 'attribute', 'children': ['179', '182']},{'id': '179', 'type': 'attribute', 'children': ['180', '181']},{'id': '180', 'type': 'identifier', 'children': [], 'value': 'chaospy'},{'id': '181', 'type': 'identifier', 'children': [], 'value': 'descriptives'},{'id': '182', 'type': 'identifier', 'children': [], 'value': 'E'},{'id': '183', 'type': 'argument_list', 'children': ['184', '185', '186']},{'id': '184', 'type': 'identifier', 'children': [], 'value': 'basis'},{'id': '185', 'type': 'identifier', 'children': [], 'value': 'dist'},{'id': '186', 'type': 'dictionary_splat', 'children': ['187']},{'id': '187', 'type': 'identifier', 'children': [], 'value': 'kws'},{'id': '188', 'type': 'unary_operator', 'children': ['189'], 'value': '-'},{'id': '189', 'type': 'integer', 'children': [], 'value': '1'},{'id': '190', 'type': 'expression_statement', 'children': ['191']},{'id': '191', 'type': 'assignment', 'children': ['192', '198']},{'id': '192', 'type': 'subscript', 'children': ['193', '194', '197']},{'id': '193', 'type': 'identifier', 'children': [], 'value': 'coefs'},{'id': '194', 'type': 'slice', 'children': ['195', '196']},{'id': '195', 'type': 'integer', 'children': [], 'value': '1'},{'id': '196', 'type': 'colon', 'children': []},{'id': '197', 'type': 'integer', 'children': [], 'value': '0'},{'id': '198', 'type': 'identifier', 'children': [], 'value': 'expected'},{'id': '199', 'type': 'expression_statement', 'children': ['200']},{'id': '200', 'type': 'assignment', 'children': ['201', '202']},{'id': '201', 'type': 'identifier', 'children': [], 'value': 'coefs'},{'id': '202', 'type': 'attribute', 'children': ['203', '204']},{'id': '203', 'type': 'identifier', 'children': [], 'value': 'coefs'},{'id': '204', 'type': 'identifier', 'children': [], 'value': 'T'},{'id': '205', 'type': 'expression_statement', 'children': ['206']},{'id': '206', 'type': 'assignment', 'children': ['207', '208']},{'id': '207', 'type': 'identifier', 'children': [], 'value': 'out'},{'id': '208', 'type': 'dictionary', 'children': []},{'id': '209', 'type': 'expression_statement', 'children': ['210']},{'id': '210', 'type': 'assignment', 'children': ['211', '217']},{'id': '211', 'type': 'subscript', 'children': ['212', '213']},{'id': '212', 'type': 'identifier', 'children': [], 'value': 'out'},{'id': '213', 'type': 'binary_operator', 'children': ['214', '216'], 'value': '*'},{'id': '214', 'type': 'tuple', 'children': ['215']},{'id': '215', 'type': 'integer', 'children': [], 'value': '0'},{'id': '216', 'type': 'identifier', 'children': [], 'value': 'dim'},{'id': '217', 'type': 'subscript', 'children': ['218', '219']},{'id': '218', 'type': 'identifier', 'children': [], 'value': 'coefs'},{'id': '219', 'type': 'integer', 'children': [], 'value': '0'},{'id': '220', 'type': 'for_statement', 'children': ['221', '222', '226']},{'id': '221', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '222', 'type': 'call', 'children': ['223', '224']},{'id': '223', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '224', 'type': 'argument_list', 'children': ['225']},{'id': '225', 'type': 'identifier', 'children': [], 'value': 'length'},{'id': '226', 'type': 'block', 'children': ['227', '237']},{'id': '227', 'type': 'expression_statement', 'children': ['228']},{'id': '228', 'type': 'assignment', 'children': ['229', '230']},{'id': '229', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '230', 'type': 'subscript', 'children': ['231', '236']},{'id': '231', 'type': 'attribute', 'children': ['232', '235']},{'id': '232', 'type': 'subscript', 'children': ['233', '234']},{'id': '233', 'type': 'identifier', 'children': [], 'value': 'basis'},{'id': '234', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '235', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '236', 'type': 'integer', 'children': [], 'value': '0'},{'id': '237', 'type': 'expression_statement', 'children': ['238']},{'id': '238', 'type': 'assignment', 'children': ['239', '242']},{'id': '239', 'type': 'subscript', 'children': ['240', '241']},{'id': '240', 'type': 'identifier', 'children': [], 'value': 'out'},{'id': '241', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '242', 'type': 'subscript', 'children': ['243', '244']},{'id': '243', 'type': 'identifier', 'children': [], 'value': 'coefs'},{'id': '244', 'type': 'binary_operator', 'children': ['245', '246'], 'value': '+'},{'id': '245', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '246', 'type': 'integer', 'children': [], 'value': '1'},{'id': '247', 'type': 'expression_statement', 'children': ['248']},{'id': '248', 'type': 'assignment', 'children': ['249', '250']},{'id': '249', 'type': 'identifier', 'children': [], 'value': 'polynomials'},{'id': '250', 'type': 'call', 'children': ['251', '256']},{'id': '251', 'type': 'attribute', 'children': ['252', '255']},{'id': '252', 'type': 'attribute', 'children': ['253', '254']},{'id': '253', 'type': 'identifier', 'children': [], 'value': 'chaospy'},{'id': '254', 'type': 'identifier', 'children': [], 'value': 'poly'},{'id': '255', 'type': 'identifier', 'children': [], 'value': 'Poly'},{'id': '256', 'type': 'argument_list', 'children': ['257', '258', '259', '266']},{'id': '257', 'type': 'identifier', 'children': [], 'value': 'out'},{'id': '258', 'type': 'identifier', 'children': [], 'value': 'dim'},{'id': '259', 'type': 'subscript', 'children': ['260', '263']},{'id': '260', 'type': 'attribute', 'children': ['261', '262']},{'id': '261', 'type': 'identifier', 'children': [], 'value': 'coefs'},{'id': '262', 'type': 'identifier', 'children': [], 'value': 'shape'},{'id': '263', 'type': 'slice', 'children': ['264', '265']},{'id': '264', 'type': 'integer', 'children': [], 'value': '1'},{'id': '265', 'type': 'colon', 'children': []},{'id': '266', 'type': 'identifier', 'children': [], 'value': 'float'},{'id': '267', 'type': 'return_statement', 'children': ['268']},{'id': '268', 'type': 'identifier', 'children': [], 'value': 'polynomials'} | def orth_chol(order, dist, normed=True, sort="GR", cross_truncation=1., **kws):
dim = len(dist)
basis = chaospy.poly.basis(
start=1, stop=order, dim=dim, sort=sort,
cross_truncation=cross_truncation,
)
length = len(basis)
cholmat = chaospy.chol.gill_king(chaospy.descriptives.Cov(basis, dist))
cholmat_inv = numpy.linalg.inv(cholmat.T).T
if not normed:
diag_mesh = numpy.repeat(numpy.diag(cholmat_inv), len(cholmat_inv))
cholmat_inv /= diag_mesh.reshape(cholmat_inv.shape)
coefs = numpy.empty((length+1, length+1))
coefs[1:, 1:] = cholmat_inv
coefs[0, 0] = 1
coefs[0, 1:] = 0
expected = -numpy.sum(
cholmat_inv*chaospy.descriptives.E(basis, dist, **kws), -1)
coefs[1:, 0] = expected
coefs = coefs.T
out = {}
out[(0,)*dim] = coefs[0]
for idx in range(length):
index = basis[idx].keys[0]
out[index] = coefs[idx+1]
polynomials = chaospy.poly.Poly(out, dim, coefs.shape[1:], float)
return polynomials |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort_key'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'val'},{'id': '5', 'type': 'block', 'children': ['6']},{'id': '6', 'type': 'return_statement', 'children': ['7']},{'id': '7', 'type': 'call', 'children': ['8', '11']},{'id': '8', 'type': 'attribute', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'numpy'},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'sum'},{'id': '11', 'type': 'argument_list', 'children': ['12']},{'id': '12', 'type': 'binary_operator', 'children': ['13', '36'], 'value': '*'},{'id': '13', 'type': 'binary_operator', 'children': ['14', '21'], 'value': '**'},{'id': '14', 'type': '()', 'children': ['15']},{'id': '15', 'type': 'binary_operator', 'children': ['16', '20'], 'value': '+'},{'id': '16', 'type': 'call', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'max'},{'id': '18', 'type': 'argument_list', 'children': ['19']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'val'},{'id': '20', 'type': 'integer', 'children': [], 'value': '1'},{'id': '21', 'type': 'call', 'children': ['22', '25']},{'id': '22', 'type': 'attribute', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'numpy'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'arange'},{'id': '25', 'type': 'argument_list', 'children': ['26', '32', '34']},{'id': '26', 'type': 'binary_operator', 'children': ['27', '31'], 'value': '-'},{'id': '27', 'type': 'call', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '29', 'type': 'argument_list', 'children': ['30']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'val'},{'id': '31', 'type': 'integer', 'children': [], 'value': '1'},{'id': '32', 'type': 'unary_operator', 'children': ['33'], 'value': '-'},{'id': '33', 'type': 'integer', 'children': [], 'value': '1'},{'id': '34', 'type': 'unary_operator', 'children': ['35'], 'value': '-'},{'id': '35', 'type': 'integer', 'children': [], 'value': '1'},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'val'} | def sort_key(val):
return numpy.sum((max(val)+1)**numpy.arange(len(val)-1, -1, -1)*val) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '17']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'orth_gs'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9', '12', '15']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'dist'},{'id': '6', 'type': 'default_parameter', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'normed'},{'id': '8', 'type': 'False', 'children': []},{'id': '9', 'type': 'default_parameter', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '11', 'type': 'string', 'children': [], 'value': '"GR"'},{'id': '12', 'type': 'default_parameter', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'cross_truncation'},{'id': '14', 'type': 'float', 'children': [], 'value': '1.'},{'id': '15', 'type': 'dictionary_splat_pattern', 'children': ['16']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'kws'},{'id': '17', 'type': 'block', 'children': ['18', '27', '34', '81', '88', '95', '318']},{'id': '18', 'type': 'expression_statement', 'children': ['19']},{'id': '19', 'type': 'assignment', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'logger'},{'id': '21', 'type': 'call', 'children': ['22', '25']},{'id': '22', 'type': 'attribute', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'logging'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'getLogger'},{'id': '25', 'type': 'argument_list', 'children': ['26']},{'id': '26', 'type': 'identifier', 'children': [], 'value': '__name__'},{'id': '27', 'type': 'expression_statement', 'children': ['28']},{'id': '28', 'type': 'assignment', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'dim'},{'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': 'dist'},{'id': '34', 'type': 'if_statement', 'children': ['35', '40', '75']},{'id': '35', 'type': 'call', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '37', 'type': 'argument_list', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '40', 'type': 'block', 'children': ['41', '58']},{'id': '41', 'type': 'if_statement', 'children': ['42', '45']},{'id': '42', 'type': 'comparison_operator', 'children': ['43', '44'], 'value': '=='},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '44', 'type': 'integer', 'children': [], 'value': '0'},{'id': '45', 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'else_clause', 'children': ['76']},{'id': '76', 'type': 'block', 'children': ['77']},{'id': '77', 'type': 'expression_statement', 'children': ['78']},{'id': '78', 'type': 'assignment', 'children': ['79', '80']},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'basis'},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '81', 'type': 'expression_statement', 'children': ['82']},{'id': '82', 'type': 'assignment', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'basis'},{'id': '84', 'type': 'call', 'children': ['85', '86']},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '86', 'type': 'argument_list', 'children': ['87']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'basis'},{'id': '88', 'type': 'expression_statement', 'children': ['89']},{'id': '89', 'type': 'assignment', 'children': ['90', '91']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'polynomials'},{'id': '91', 'type': 'list', 'children': ['92'], 'value': '[basis[0]]'},{'id': '92', 'type': 'subscript', 'children': ['93', '94']},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'basis'},{'id': '94', 'type': 'integer', 'children': [], 'value': '0'},{'id': '95', 'type': 'if_statement', 'children': ['96', '97', '207']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'normed'},{'id': '97', 'type': 'block', 'children': ['98']},{'id': '98', 'type': 'for_statement', 'children': ['99', '100', '108']},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '100', 'type': 'call', 'children': ['101', '102']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '102', 'type': 'argument_list', 'children': ['103', '104']},{'id': '103', 'type': 'integer', 'children': [], 'value': '1'},{'id': '104', 'type': 'call', 'children': ['105', '106']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': 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'type': 'attribute', 'children': ['122', '123']},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'chaospy'},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'descriptives'},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'E'},{'id': '125', 'type': 'argument_list', 'children': ['126', '133', '134']},{'id': '126', 'type': 'binary_operator', 'children': ['127', '130'], 'value': '*'},{'id': '127', 'type': 'subscript', 'children': ['128', '129']},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'basis'},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '130', 'type': 'subscript', 'children': ['131', '132']},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'polynomials'},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'idy'},{'id': '133', 'type': 'identifier', 'children': [], 'value': 'dist'},{'id': '134', 'type': 'dictionary_splat', 'children': ['135']},{'id': '135', 'type': 'identifier', 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'orth'},{'id': '150', 'type': 'expression_statement', 'children': ['151']},{'id': '151', 'type': 'assignment', 'children': ['152', '153']},{'id': '152', 'type': 'identifier', 'children': [], 'value': 'norms'},{'id': '153', 'type': 'call', 'children': ['154', '159']},{'id': '154', 'type': 'attribute', 'children': ['155', '158']},{'id': '155', 'type': 'attribute', 'children': ['156', '157']},{'id': '156', 'type': 'identifier', 'children': [], 'value': 'chaospy'},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'descriptives'},{'id': '158', 'type': 'identifier', 'children': [], 'value': 'E'},{'id': '159', 'type': 'argument_list', 'children': ['160', '166', '167']},{'id': '160', 'type': 'binary_operator', 'children': ['161', '165'], 'value': '**'},{'id': '161', 'type': 'subscript', 'children': ['162', '163']},{'id': '162', 'type': 'identifier', 'children': [], 'value': 'polynomials'},{'id': '163', 'type': 'unary_operator', 'children': ['164'], 'value': '-'},{'id': '164', 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'basis'},{'id': '224', 'type': 'block', 'children': ['225', '270', '292', '309']},{'id': '225', 'type': 'for_statement', 'children': ['226', '227', '231']},{'id': '226', 'type': 'identifier', 'children': [], 'value': 'idy'},{'id': '227', 'type': 'call', 'children': ['228', '229']},{'id': '228', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '229', 'type': 'argument_list', 'children': ['230']},{'id': '230', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '231', 'type': 'block', 'children': ['232', '252']},{'id': '232', 'type': 'expression_statement', 'children': ['233']},{'id': '233', 'type': 'assignment', 'children': ['234', '235']},{'id': '234', 'type': 'identifier', 'children': [], 'value': 'orth'},{'id': '235', 'type': 'call', 'children': ['236', '241']},{'id': '236', 'type': 'attribute', 'children': ['237', '240']},{'id': '237', 'type': 'attribute', 'children': ['238', '239']},{'id': '238', 'type': 'identifier', 'children': [], 'value': 'chaospy'},{'id': '239', 'type': 'identifier', 'children': [], 'value': 'descriptives'},{'id': '240', 'type': 'identifier', 'children': [], 'value': 'E'},{'id': '241', 'type': 'argument_list', 'children': ['242', '249', '250']},{'id': '242', 'type': 'binary_operator', 'children': ['243', '246'], 'value': '*'},{'id': '243', 'type': 'subscript', 'children': ['244', '245']},{'id': '244', 'type': 'identifier', 'children': [], 'value': 'basis'},{'id': '245', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '246', 'type': 'subscript', 'children': ['247', '248']},{'id': '247', 'type': 'identifier', 'children': [], 'value': 'polynomials'},{'id': '248', 'type': 'identifier', 'children': [], 'value': 'idy'},{'id': '249', 'type': 'identifier', 'children': [], 'value': 'dist'},{'id': '250', 'type': 'dictionary_splat', 'children': ['251']},{'id': '251', 'type': 'identifier', 'children': [], 'value': 'kws'},{'id': '252', 'type': 'expression_statement', 'children': ['253']},{'id': '253', 'type': 'assignment', 'children': ['254', '257']},{'id': '254', 'type': 'subscript', 'children': ['255', '256']},{'id': '255', 'type': 'identifier', 'children': [], 'value': 'basis'},{'id': '256', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '257', 'type': 'binary_operator', 'children': ['258', '261'], 'value': '-'},{'id': '258', 'type': 'subscript', 'children': ['259', '260']},{'id': '259', 'type': 'identifier', 'children': [], 'value': 'basis'},{'id': '260', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '261', 'type': 'binary_operator', 'children': ['262', '267'], 'value': '/'},{'id': '262', 'type': 'binary_operator', 'children': ['263', '266'], 'value': '*'},{'id': '263', 'type': 'subscript', 'children': ['264', '265']},{'id': '264', 'type': 'identifier', 'children': [], 'value': 'polynomials'},{'id': '265', 'type': 'identifier', 'children': [], 'value': 'idy'},{'id': '266', 'type': 'identifier', 'children': [], 'value': 'orth'},{'id': '267', 'type': 'subscript', 'children': ['268', '269']},{'id': '268', 'type': 'identifier', 'children': [], 'value': 'norms'},{'id': '269', 'type': 'identifier', 'children': [], 'value': 'idy'},{'id': '270', 'type': 'expression_statement', 'children': ['271']},{'id': '271', 'type': 'call', 'children': ['272', '275']},{'id': '272', 'type': 'attribute', 'children': ['273', '274']},{'id': '273', 'type': 'identifier', 'children': [], 'value': 'norms'},{'id': '274', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '275', 'type': 'argument_list', 'children': ['276']},{'id': '276', 'type': 'call', 'children': ['277', '282']},{'id': '277', 'type': 'attribute', 'children': ['278', '281']},{'id': '278', 'type': 'attribute', 'children': ['279', '280']},{'id': '279', 'type': 'identifier', 'children': [], 'value': 'chaospy'},{'id': '280', 'type': 'identifier', 'children': [], 'value': 'descriptives'},{'id': '281', 'type': 'identifier', 'children': [], 'value': 'E'},{'id': '282', 'type': 'argument_list', 'children': ['283', '289', '290']},{'id': '283', 'type': 'binary_operator', 'children': ['284', '288'], 'value': '**'},{'id': '284', 'type': 'subscript', 'children': ['285', '286']},{'id': '285', 'type': 'identifier', 'children': [], 'value': 'polynomials'},{'id': '286', 'type': 'unary_operator', 'children': ['287'], 'value': '-'},{'id': '287', 'type': 'integer', 'children': [], 'value': '1'},{'id': '288', 'type': 'integer', 'children': [], 'value': '2'},{'id': '289', 'type': 'identifier', 'children': [], 'value': 'dist'},{'id': '290', 'type': 'dictionary_splat', 'children': ['291']},{'id': '291', 'type': 'identifier', 'children': [], 'value': 'kws'},{'id': '292', 'type': 'if_statement', 'children': ['293', '299']},{'id': '293', 'type': 'comparison_operator', 'children': ['294', '298'], 'value': '<='},{'id': '294', 'type': 'subscript', 'children': ['295', '296']},{'id': '295', 'type': 'identifier', 'children': [], 'value': 'norms'},{'id': '296', 'type': 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'type': 'attribute', 'children': ['312', '313']},{'id': '312', 'type': 'identifier', 'children': [], 'value': 'polynomials'},{'id': '313', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '314', 'type': 'argument_list', 'children': ['315']},{'id': '315', 'type': 'subscript', 'children': ['316', '317']},{'id': '316', 'type': 'identifier', 'children': [], 'value': 'basis'},{'id': '317', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '318', 'type': 'return_statement', 'children': ['319']},{'id': '319', 'type': 'call', 'children': ['320', '325']},{'id': '320', 'type': 'attribute', 'children': ['321', '324']},{'id': '321', 'type': 'attribute', 'children': ['322', '323']},{'id': '322', 'type': 'identifier', 'children': [], 'value': 'chaospy'},{'id': '323', 'type': 'identifier', 'children': [], 'value': 'poly'},{'id': '324', 'type': 'identifier', 'children': [], 'value': 'Poly'},{'id': '325', 'type': 'argument_list', 'children': ['326', '327', '330']},{'id': '326', 'type': 'identifier', 'children': [], 'value': 'polynomials'},{'id': '327', 'type': 'keyword_argument', 'children': ['328', '329']},{'id': '328', 'type': 'identifier', 'children': [], 'value': 'dim'},{'id': '329', 'type': 'identifier', 'children': [], 'value': 'dim'},{'id': '330', 'type': 'keyword_argument', 'children': ['331', '332']},{'id': '331', 'type': 'identifier', 'children': [], 'value': 'shape'},{'id': '332', 'type': 'tuple', 'children': ['333']},{'id': '333', 'type': 'call', 'children': ['334', '335']},{'id': '334', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '335', 'type': 'argument_list', 'children': ['336']},{'id': '336', 'type': 'identifier', 'children': [], 'value': 'polynomials'} | def orth_gs(order, dist, normed=False, sort="GR", cross_truncation=1., **kws):
logger = logging.getLogger(__name__)
dim = len(dist)
if isinstance(order, int):
if order == 0:
return chaospy.poly.Poly(1, dim=dim)
basis = chaospy.poly.basis(
0, order, dim, sort, cross_truncation=cross_truncation)
else:
basis = order
basis = list(basis)
polynomials = [basis[0]]
if normed:
for idx in range(1, len(basis)):
for idy in range(idx):
orth = chaospy.descriptives.E(
basis[idx]*polynomials[idy], dist, **kws)
basis[idx] = basis[idx] - polynomials[idy]*orth
norms = chaospy.descriptives.E(polynomials[-1]**2, dist, **kws)
if norms <= 0:
logger.warning("Warning: Polynomial cutoff at term %d", idx)
break
basis[idx] = basis[idx] / numpy.sqrt(norms)
polynomials.append(basis[idx])
else:
norms = [1.]
for idx in range(1, len(basis)):
for idy in range(idx):
orth = chaospy.descriptives.E(
basis[idx]*polynomials[idy], dist, **kws)
basis[idx] = basis[idx] - polynomials[idy] * orth / norms[idy]
norms.append(
chaospy.descriptives.E(polynomials[-1]**2, dist, **kws))
if norms[-1] <= 0:
logger.warning("Warning: Polynomial cutoff at term %d", idx)
break
polynomials.append(basis[idx])
return chaospy.poly.Poly(polynomials, dim=dim, shape=(len(polynomials),)) |
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'start'},{'id': '45', 'type': 'keyword_argument', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'dtype'},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '48', 'type': 'expression_statement', 'children': ['49']},{'id': '49', 'type': 'assignment', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'stop'},{'id': '51', 'type': 'call', 'children': ['52', '55']},{'id': '52', 'type': 'attribute', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'numpy'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'array'},{'id': '55', 'type': 'argument_list', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'stop'},{'id': '57', 'type': 'keyword_argument', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'dtype'},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '60', 'type': 'expression_statement', 'children': ['61']},{'id': '61', 'type': 'assignment', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'dim'},{'id': '63', 'type': 'call', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'max'},{'id': '65', 'type': 'argument_list', 'children': ['66', '69', '72']},{'id': '66', 'type': 'attribute', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'size'},{'id': '69', 'type': 'attribute', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'stop'},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'size'},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'dim'},{'id': '73', 'type': 'expression_statement', 'children': ['74']},{'id': '74', 'type': 'assignment', 'children': ['75', '76']},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'indices'},{'id': '76', 'type': 'call', 'children': ['77', '80']},{'id': '77', 'type': 'attribute', 'children': ['78', '79']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'numpy'},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'array'},{'id': '80', 'type': 'argument_list', 'children': ['81']},{'id': '81', 'type': 'call', 'children': ['82', '87']},{'id': '82', 'type': 'attribute', 'children': ['83', '86']},{'id': '83', 'type': 'attribute', 'children': ['84', '85']},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'chaospy'},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'bertran'},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'bindex'},{'id': '87', 'type': 'argument_list', 'children': ['88', '94', '102', '103', '104']},{'id': '88', 'type': 'call', 'children': ['89', '92']},{'id': '89', 'type': 'attribute', 'children': ['90', '91']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'numpy'},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'min'},{'id': '92', 'type': 'argument_list', 'children': ['93']},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '94', 'type': 'binary_operator', 'children': ['95', '96'], 'value': '*'},{'id': '95', 'type': 'integer', 'children': [], 'value': '2'},{'id': '96', 'type': 'call', 'children': ['97', '100']},{'id': '97', 'type': 'attribute', 'children': ['98', '99']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'numpy'},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'max'},{'id': '100', 'type': 'argument_list', 'children': ['101']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'stop'},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'dim'},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'cross_truncation'},{'id': '105', 'type': 'if_statement', 'children': ['106', '111', '125']},{'id': '106', 'type': 'comparison_operator', 'children': ['107', '110'], 'value': '=='},{'id': '107', 'type': 'attribute', 'children': ['108', '109']},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'size'},{'id': '110', 'type': 'integer', 'children': [], 'value': '1'},{'id': '111', 'type': 'block', 'children': ['112']},{'id': '112', 'type': 'expression_statement', 'children': ['113']},{'id': '113', 'type': 'assignment', 'children': ['114', '115']},{'id': '114', 'type': 'identifier', 'children': [], 'value': 'bellow'},{'id': '115', 'type': 'comparison_operator', 'children': ['116', '124'], 'value': '>='},{'id': '116', 'type': 'call', 'children': ['117', '120']},{'id': '117', 'type': 'attribute', 'children': ['118', '119']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'numpy'},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'sum'},{'id': '120', 'type': 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'type': 'argument_list', 'children': ['136', '137']},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'dim'},{'id': '137', 'type': 'keyword_argument', 'children': ['138', '139']},{'id': '138', 'type': 'identifier', 'children': [], 'value': 'dtype'},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '140', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '141', 'type': 'expression_statement', 'children': ['142']},{'id': '142', 'type': 'assignment', 'children': ['143', '144']},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'bellow'},{'id': '144', 'type': 'call', 'children': ['145', '148']},{'id': '145', 'type': 'attribute', 'children': ['146', '147']},{'id': '146', 'type': 'identifier', 'children': [], 'value': 'numpy'},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'all'},{'id': '148', 'type': 'argument_list', 'children': ['149', '154']},{'id': '149', 'type': 'comparison_operator', 'children': ['150', '153'], 'value': '>='},{'id': '150', 'type': 'binary_operator', 'children': ['151', '152'], 'value': '-'},{'id': '151', 'type': 'identifier', 'children': [], 'value': 'indices'},{'id': '152', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '153', 'type': 'integer', 'children': [], 'value': '0'},{'id': '154', 'type': 'unary_operator', 'children': ['155'], 'value': '-'},{'id': '155', 'type': 'integer', 'children': [], 'value': '1'},{'id': '156', 'type': 'if_statement', 'children': ['157', '162', '180']},{'id': '157', 'type': 'comparison_operator', 'children': ['158', '161'], 'value': '=='},{'id': '158', 'type': 'attribute', 'children': ['159', '160']},{'id': '159', 'type': 'identifier', 'children': [], 'value': 'stop'},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'size'},{'id': '161', 'type': 'integer', 'children': [], 'value': '1'},{'id': '162', 'type': 'block', 'children': ['163']},{'id': '163', 'type': 'expression_statement', 'children': ['164']},{'id': '164', 'type': 'assignment', 'children': ['165', '166']},{'id': '165', 'type': 'identifier', 'children': [], 'value': 'above'},{'id': '166', 'type': 'comparison_operator', 'children': ['167', '175'], 'value': '<='},{'id': '167', 'type': 'call', 'children': ['168', '171']},{'id': '168', 'type': 'attribute', 'children': ['169', '170']},{'id': '169', 'type': 'identifier', 'children': [], 'value': 'numpy'},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'sum'},{'id': '171', 'type': 'argument_list', 'children': ['172', '173']},{'id': '172', 'type': 'identifier', 'children': [], 'value': 'indices'},{'id': '173', 'type': 'unary_operator', 'children': ['174'], 'value': '-'},{'id': '174', 'type': 'integer', 'children': [], 'value': '1'},{'id': '175', 'type': 'call', 'children': ['176', '179']},{'id': '176', 'type': 'attribute', 'children': ['177', '178']},{'id': '177', 'type': 'identifier', 'children': [], 'value': 'stop'},{'id': '178', 'type': 'identifier', 'children': [], 'value': 'item'},{'id': '179', 'type': 'argument_list', 'children': []},{'id': '180', 'type': 'else_clause', 'children': ['181']},{'id': '181', 'type': 'block', 'children': ['182', '196']},{'id': '182', 'type': 'expression_statement', 'children': ['183']},{'id': '183', 'type': 'assignment', 'children': ['184', '185']},{'id': '184', 'type': 'identifier', 'children': [], 'value': 'stop'},{'id': '185', 'type': 'binary_operator', 'children': ['186', '195'], 'value': '*'},{'id': '186', 'type': 'call', 'children': ['187', '190']},{'id': '187', 'type': 'attribute', 'children': ['188', '189']},{'id': '188', 'type': 'identifier', 'children': [], 'value': 'numpy'},{'id': '189', 'type': 'identifier', 'children': [], 'value': 'ones'},{'id': '190', 'type': 'argument_list', 'children': ['191', '192']},{'id': '191', 'type': 'identifier', 'children': [], 'value': 'dim'},{'id': '192', 'type': 'keyword_argument', 'children': ['193', '194']},{'id': '193', 'type': 'identifier', 'children': [], 'value': 'dtype'},{'id': '194', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '195', 'type': 'identifier', 'children': [], 'value': 'stop'},{'id': '196', 'type': 'expression_statement', 'children': ['197']},{'id': '197', 'type': 'assignment', 'children': ['198', '199']},{'id': '198', 'type': 'identifier', 'children': [], 'value': 'above'},{'id': '199', 'type': 'call', 'children': ['200', '203']},{'id': '200', 'type': 'attribute', 'children': ['201', '202']},{'id': '201', 'type': 'identifier', 'children': [], 'value': 'numpy'},{'id': '202', 'type': 'identifier', 'children': [], 'value': 'all'},{'id': '203', 'type': 'argument_list', 'children': ['204', '209']},{'id': '204', 'type': 'comparison_operator', 'children': ['205', '208'], 'value': '>='},{'id': '205', 'type': 'binary_operator', 'children': ['206', '207'], 'value': '-'},{'id': '206', 'type': 'identifier', 'children': [], 'value': 'stop'},{'id': '207', 'type': 'identifier', 'children': [], 'value': 'indices'},{'id': '208', 'type': 'integer', 'children': [], 'value': '0'},{'id': '209', 'type': 'unary_operator', 'children': ['210'], 'value': '-'},{'id': '210', 'type': 'integer', 'children': [], 'value': '1'},{'id': '211', 'type': 'expression_statement', 'children': ['212']},{'id': '212', 'type': 'assignment', 'children': ['213', '214']},{'id': '213', 'type': 'identifier', 'children': [], 'value': 'pool'},{'id': '214', 'type': 'call', 'children': ['215', '216']},{'id': '215', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '216', 'type': 'argument_list', 'children': ['217']},{'id': '217', 'type': 'subscript', 'children': ['218', '219']},{'id': '218', 'type': 'identifier', 'children': [], 'value': 'indices'},{'id': '219', 'type': 'binary_operator', 'children': ['220', '221'], 'value': '*'},{'id': '220', 'type': 'identifier', 'children': [], 'value': 'above'},{'id': '221', 'type': 'identifier', 'children': [], 'value': 'bellow'},{'id': '222', 'type': 'expression_statement', 'children': ['223']},{'id': '223', 'type': 'assignment', 'children': ['224', '225']},{'id': '224', 'type': 'identifier', 'children': [], 'value': 'arg'},{'id': '225', 'type': 'call', 'children': ['226', '229']},{'id': '226', 'type': 'attribute', 'children': ['227', '228']},{'id': '227', 'type': 'identifier', 'children': [], 'value': 'numpy'},{'id': '228', 'type': 'identifier', 'children': [], 'value': 'zeros'},{'id': '229', 'type': 'argument_list', 'children': ['230', '234']},{'id': '230', 'type': 'call', 'children': ['231', '232']},{'id': '231', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '232', 'type': 'argument_list', 'children': ['233']},{'id': '233', 'type': 'identifier', 'children': [], 'value': 'pool'},{'id': '234', 'type': 'keyword_argument', 'children': ['235', '236']},{'id': '235', 'type': 'identifier', 'children': [], 'value': 'dtype'},{'id': '236', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '237', 'type': 'expression_statement', 'children': ['238']},{'id': '238', 'type': 'assignment', 'children': ['239', '242']},{'id': '239', 'type': 'subscript', 'children': ['240', '241']},{'id': '240', 'type': 'identifier', 'children': [], 'value': 'arg'},{'id': '241', 'type': 'integer', 'children': [], 'value': '0'},{'id': '242', 'type': 'integer', 'children': [], 'value': '1'},{'id': '243', 'type': 'expression_statement', 'children': ['244']},{'id': '244', 'type': 'assignment', 'children': ['245', '246']},{'id': '245', 'type': 'identifier', 'children': [], 'value': 'poly'},{'id': '246', 'type': 'dictionary', 'children': []},{'id': '247', 'type': 'for_statement', 'children': ['248', '249', '250']},{'id': '248', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '249', 'type': 'identifier', 'children': [], 'value': 'pool'},{'id': '250', 'type': 'block', 'children': ['251', '258', '264']},{'id': '251', 'type': 'expression_statement', 'children': ['252']},{'id': '252', 'type': 'assignment', 'children': ['253', '254']},{'id': '253', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '254', 'type': 'call', 'children': ['255', '256']},{'id': '255', 'type': 'identifier', 'children': [], 'value': 'tuple'},{'id': '256', 'type': 'argument_list', 'children': ['257']},{'id': '257', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '258', 'type': 'expression_statement', 'children': ['259']},{'id': '259', 'type': 'assignment', 'children': ['260', '263']},{'id': '260', 'type': 'subscript', 'children': ['261', '262']},{'id': '261', 'type': 'identifier', 'children': [], 'value': 'poly'},{'id': '262', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '263', 'type': 'identifier', 'children': [], 'value': 'arg'},{'id': '264', 'type': 'expression_statement', 'children': ['265']},{'id': '265', 'type': 'assignment', 'children': ['266', '267']},{'id': '266', 'type': 'identifier', 'children': [], 'value': 'arg'},{'id': '267', 'type': 'call', 'children': ['268', '271']},{'id': '268', 'type': 'attribute', 'children': ['269', '270']},{'id': '269', 'type': 'identifier', 'children': [], 'value': 'numpy'},{'id': '270', 'type': 'identifier', 'children': [], 'value': 'roll'},{'id': '271', 'type': 'argument_list', 'children': ['272', '273']},{'id': '272', 'type': 'identifier', 'children': [], 'value': 'arg'},{'id': '273', 'type': 'integer', 'children': [], 'value': '1'},{'id': '274', 'type': 'expression_statement', 'children': ['275']},{'id': '275', 'type': 'assignment', 'children': ['276', '277']},{'id': '276', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '277', 'type': 'call', 'children': ['278', '281']},{'id': '278', 'type': 'attribute', 'children': ['279', '280']},{'id': '279', 'type': 'identifier', 'children': [], 'value': 'numpy'},{'id': '280', 'type': 'identifier', 'children': [], 'value': 'zeros'},{'id': '281', 'type': 'argument_list', 'children': ['282', '286']},{'id': '282', 'type': 'call', 'children': ['283', '284']},{'id': '283', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '284', 'type': 'argument_list', 'children': ['285']},{'id': '285', 'type': 'identifier', 'children': [], 'value': 'pool'},{'id': '286', 'type': 'keyword_argument', 'children': ['287', '288']},{'id': '287', 'type': 'identifier', 'children': [], 'value': 'dtype'},{'id': '288', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '289', 'type': 'expression_statement', 'children': ['290']},{'id': '290', 'type': 'assignment', 'children': ['291', '294']},{'id': '291', 'type': 'subscript', 'children': ['292', '293']},{'id': '292', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '293', 'type': 'integer', 'children': [], 'value': '0'},{'id': '294', 'type': 'integer', 'children': [], 'value': '1'},{'id': '295', 'type': 'expression_statement', 'children': ['296']},{'id': '296', 'type': 'assignment', 'children': ['297', '298']},{'id': '297', 'type': 'identifier', 'children': [], 'value': 'A'},{'id': '298', 'type': 'dictionary', 'children': []},{'id': '299', 'type': 'for_statement', 'children': ['300', '301', '302']},{'id': '300', 'type': 'identifier', 'children': [], 'value': 'I'},{'id': '301', 'type': 'identifier', 'children': [], 'value': 'pool'},{'id': '302', 'type': 'block', 'children': ['303', '310', '316']},{'id': '303', 'type': 'expression_statement', 'children': ['304']},{'id': '304', 'type': 'assignment', 'children': ['305', '306']},{'id': '305', 'type': 'identifier', 'children': [], 'value': 'I'},{'id': '306', 'type': 'call', 'children': ['307', '308']},{'id': '307', 'type': 'identifier', 'children': [], 'value': 'tuple'},{'id': '308', 'type': 'argument_list', 'children': ['309']},{'id': '309', 'type': 'identifier', 'children': [], 'value': 'I'},{'id': '310', 'type': 'expression_statement', 'children': ['311']},{'id': '311', 'type': 'assignment', 'children': ['312', '315']},{'id': '312', 'type': 'subscript', 'children': ['313', '314']},{'id': '313', 'type': 'identifier', 'children': [], 'value': 'A'},{'id': '314', 'type': 'identifier', 'children': [], 'value': 'I'},{'id': '315', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '316', 'type': 'expression_statement', 'children': ['317']},{'id': '317', 'type': 'assignment', 'children': ['318', '319']},{'id': '318', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '319', 'type': 'call', 'children': ['320', '323']},{'id': '320', 'type': 'attribute', 'children': ['321', '322']},{'id': '321', 'type': 'identifier', 'children': [], 'value': 'numpy'},{'id': '322', 'type': 'identifier', 'children': [], 'value': 'roll'},{'id': '323', 'type': 'argument_list', 'children': ['324', '325']},{'id': '324', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '325', 'type': 'integer', 'children': [], 'value': '1'},{'id': '326', 'type': 'return_statement', 'children': ['327']},{'id': '327', 'type': 'call', 'children': ['328', '329']},{'id': '328', 'type': 'identifier', 'children': [], 'value': 'Poly'},{'id': '329', 'type': 'argument_list', 'children': ['330', '331']},{'id': '330', 'type': 'identifier', 'children': [], 'value': 'A'},{'id': '331', 'type': 'identifier', 'children': [], 'value': 'dim'} | def basis(start, stop=None, dim=1, sort="G", cross_truncation=1.):
if stop is None:
start, stop = numpy.array(0), start
start = numpy.array(start, dtype=int)
stop = numpy.array(stop, dtype=int)
dim = max(start.size, stop.size, dim)
indices = numpy.array(chaospy.bertran.bindex(
numpy.min(start), 2*numpy.max(stop), dim, sort, cross_truncation))
if start.size == 1:
bellow = numpy.sum(indices, -1) >= start
else:
start = numpy.ones(dim, dtype=int)*start
bellow = numpy.all(indices-start >= 0, -1)
if stop.size == 1:
above = numpy.sum(indices, -1) <= stop.item()
else:
stop = numpy.ones(dim, dtype=int)*stop
above = numpy.all(stop-indices >= 0, -1)
pool = list(indices[above*bellow])
arg = numpy.zeros(len(pool), dtype=int)
arg[0] = 1
poly = {}
for idx in pool:
idx = tuple(idx)
poly[idx] = arg
arg = numpy.roll(arg, 1)
x = numpy.zeros(len(pool), dtype=int)
x[0] = 1
A = {}
for I in pool:
I = tuple(I)
A[I] = x
x = numpy.roll(x,1)
return Poly(A, dim) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sorted'},{'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': 'key'},{'id': '7', 'type': 'None', 'children': []},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '10', 'type': 'False', 'children': []},{'id': '11', 'type': 'block', 'children': ['12']},{'id': '12', 'type': 'return_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': '_transform'},{'id': '17', 'type': 'argument_list', 'children': ['18']},{'id': '18', 'type': 'call', 'children': ['19', '22']},{'id': '19', 'type': 'attribute', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'transformations'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'sorted_t'},{'id': '22', 'type': 'argument_list', 'children': ['23', '26']},{'id': '23', 'type': 'keyword_argument', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '26', 'type': 'keyword_argument', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'reverse'} | def sorted(self, key=None, reverse=False):
return self._transform(transformations.sorted_t(key=key, reverse=reverse)) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '23']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'GetCredentials'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '8', '9', '12', '15', '18', '21']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'package_name'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'scopes'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'client_id'},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'client_secret'},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'user_agent'},{'id': '9', 'type': 'default_parameter', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'credentials_filename'},{'id': '11', 'type': 'None', 'children': []},{'id': '12', 'type': 'default_parameter', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'api_key'},{'id': '14', 'type': 'None', 'children': []},{'id': '15', 'type': 'default_parameter', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'client'},{'id': '17', 'type': 'None', 'children': []},{'id': '18', 'type': 'default_parameter', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'oauth2client_args'},{'id': '20', 'type': 'None', 'children': []},{'id': '21', 'type': 'dictionary_splat_pattern', 'children': ['22']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'kwds'},{'id': '23', 'type': 'block', 'children': ['24', '33', '61', '81', '94', '105', '112']},{'id': '24', 'type': 'expression_statement', 'children': ['25']},{'id': '25', 'type': 'assignment', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'scopes'},{'id': '27', 'type': 'call', 'children': ['28', '31']},{'id': '28', 'type': 'attribute', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'util'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'NormalizeScopes'},{'id': '31', 'type': 'argument_list', 'children': ['32']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'scopes'},{'id': '33', 'type': 'expression_statement', 'children': ['34']},{'id': '34', 'type': 'assignment', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'client_info'},{'id': '36', 'type': 'dictionary', 'children': ['37', '40', '43', '54']},{'id': '37', 'type': 'pair', 'children': ['38', '39']},{'id': '38', 'type': 'string', 'children': [], 'value': "'client_id'"},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'client_id'},{'id': '40', 'type': 'pair', 'children': ['41', '42']},{'id': '41', 'type': 'string', 'children': [], 'value': "'client_secret'"},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'client_secret'},{'id': '43', 'type': 'pair', 'children': ['44', '45']},{'id': '44', 'type': 'string', 'children': [], 'value': "'scope'"},{'id': '45', 'type': 'call', 'children': ['46', '49']},{'id': '46', 'type': 'attribute', 'children': ['47', '48']},{'id': '47', 'type': 'string', 'children': [], 'value': "' '"},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '49', 'type': 'argument_list', 'children': ['50']},{'id': '50', 'type': 'call', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '52', 'type': 'argument_list', 'children': ['53']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'scopes'},{'id': '54', 'type': 'pair', 'children': ['55', '56']},{'id': '55', 'type': 'string', 'children': [], 'value': "'user_agent'"},{'id': '56', 'type': 'boolean_operator', 'children': ['57', '58'], 'value': 'or'},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'user_agent'},{'id': '58', 'type': 'binary_operator', 'children': ['59', '60'], 'value': '%'},{'id': '59', 'type': 'string', 'children': [], 'value': "'%s-generated/0.1'"},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'package_name'},{'id': '61', 'type': 'for_statement', 'children': ['62', '63', '64']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'method'},{'id': '63', 'type': 'identifier', 'children': [], 'value': '_CREDENTIALS_METHODS'},{'id': '64', 'type': 'block', 'children': ['65', '74']},{'id': '65', 'type': 'expression_statement', 'children': ['66']},{'id': '66', 'type': 'assignment', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'credentials'},{'id': '68', 'type': 'call', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'method'},{'id': '70', 'type': 'argument_list', 'children': ['71', '72']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'client_info'},{'id': '72', 'type': 'dictionary_splat', 'children': ['73']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'kwds'},{'id': '74', 'type': 'if_statement', 'children': ['75', '78']},{'id': '75', 'type': 'comparison_operator', 'children': ['76', '77'], 'value': 'is'},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'credentials'},{'id': '77', 'type': 'None', 'children': []},{'id': '78', 'type': 'block', 'children': ['79']},{'id': '79', 'type': 'return_statement', 'children': ['80']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'credentials'},{'id': '81', 'type': 'expression_statement', 'children': ['82']},{'id': '82', 'type': 'assignment', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'credentials_filename'},{'id': '84', 'type': 'boolean_operator', 'children': ['85', '86'], 'value': 'or'},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'credentials_filename'},{'id': '86', 'type': 'call', 'children': ['87', '92']},{'id': '87', 'type': 'attribute', 'children': ['88', '91']},{'id': '88', 'type': 'attribute', 'children': ['89', '90']},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'os'},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'expanduser'},{'id': '92', 'type': 'argument_list', 'children': ['93']},{'id': '93', 'type': 'string', 'children': [], 'value': "'~/.apitools.token'"},{'id': '94', 'type': 'expression_statement', 'children': ['95']},{'id': '95', 'type': 'assignment', 'children': ['96', '97']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'credentials'},{'id': '97', 'type': 'call', 'children': ['98', '99']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'CredentialsFromFile'},{'id': '99', 'type': 'argument_list', 'children': ['100', '101', '102']},{'id': '100', 'type': 'identifier', 'children': [], 'value': 'credentials_filename'},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'client_info'},{'id': '102', 'type': 'keyword_argument', 'children': ['103', '104']},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'oauth2client_args'},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'oauth2client_args'},{'id': '105', 'type': 'if_statement', 'children': ['106', '109']},{'id': '106', 'type': 'comparison_operator', 'children': ['107', '108'], 'value': 'is'},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'credentials'},{'id': '108', 'type': 'None', 'children': []},{'id': '109', 'type': 'block', 'children': ['110']},{'id': '110', 'type': 'return_statement', 'children': ['111']},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'credentials'},{'id': '112', 'type': 'raise_statement', 'children': ['113']},{'id': '113', 'type': 'call', 'children': ['114', '117']},{'id': '114', 'type': 'attribute', 'children': ['115', '116']},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'exceptions'},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'CredentialsError'},{'id': '117', 'type': 'argument_list', 'children': ['118']},{'id': '118', 'type': 'string', 'children': [], 'value': "'Could not create valid credentials'"} | def GetCredentials(package_name, scopes, client_id, client_secret, user_agent,
credentials_filename=None,
api_key=None,
client=None,
oauth2client_args=None,
**kwds):
scopes = util.NormalizeScopes(scopes)
client_info = {
'client_id': client_id,
'client_secret': client_secret,
'scope': ' '.join(sorted(scopes)),
'user_agent': user_agent or '%s-generated/0.1' % package_name,
}
for method in _CREDENTIALS_METHODS:
credentials = method(client_info, **kwds)
if credentials is not None:
return credentials
credentials_filename = credentials_filename or os.path.expanduser(
'~/.apitools.token')
credentials = CredentialsFromFile(credentials_filename, client_info,
oauth2client_args=oauth2client_args)
if credentials is not None:
return credentials
raise exceptions.CredentialsError('Could not create valid credentials') |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '20']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_sorted_graph'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11', '14', '17']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '7', 'type': 'integer', 'children': [], 'value': '0'},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'stop'},{'id': '10', 'type': 'integer', 'children': [], 'value': '100'},{'id': '11', 'type': 'default_parameter', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'slices'},{'id': '13', 'type': 'integer', 'children': [], 'value': '100'},{'id': '14', 'type': 'default_parameter', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'include_inf'},{'id': '16', 'type': 'False', 'children': []},{'id': '17', 'type': 'default_parameter', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'exact'},{'id': '19', 'type': 'False', 'children': []},{'id': '20', 'type': 'block', 'children': ['21', '32', '133', '150']},{'id': '21', 'type': 'if_statement', 'children': ['22', '26']},{'id': '22', 'type': 'not_operator', 'children': ['23']},{'id': '23', 'type': 'attribute', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'is_sorted'},{'id': '26', 'type': 'block', 'children': ['27']},{'id': '27', 'type': 'raise_statement', 'children': ['28']},{'id': '28', 'type': 'call', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'Exception'},{'id': '30', 'type': 'argument_list', 'children': ['31']},{'id': '31', 'type': 'string', 'children': [], 'value': '"Not a sorted queue"'},{'id': '32', 'type': 'with_statement', 'children': ['33', '50']},{'id': '33', 'type': 'with_clause', 'children': ['34']},{'id': '34', 'type': 'with_item', 'children': ['35']},{'id': '35', 'type': 'as_pattern', 'children': ['36', '48']},{'id': '36', 'type': 'call', 'children': ['37', '44']},{'id': '37', 'type': 'attribute', 'children': ['38', '43']},{'id': '38', 'type': 'attribute', 'children': ['39', '42']},{'id': '39', 'type': 'attribute', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'context'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'connections'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'redis'},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'pipeline'},{'id': '44', 'type': 'argument_list', 'children': ['45']},{'id': '45', 'type': 'keyword_argument', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'transaction'},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'exact'},{'id': '48', 'type': 'as_pattern_target', 'children': ['49']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'pipe'},{'id': '50', 'type': 'block', 'children': ['51', '64', '98', '125']},{'id': '51', 'type': 'expression_statement', 'children': ['52']},{'id': '52', 'type': 'assignment', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'interval'},{'id': '54', 'type': 'call', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'old_div'},{'id': '56', 'type': 'argument_list', 'children': ['57', '63']},{'id': '57', 'type': 'call', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'float'},{'id': '59', 'type': 'argument_list', 'children': ['60']},{'id': '60', 'type': 'binary_operator', 'children': ['61', '62'], 'value': '-'},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'stop'},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'slices'},{'id': '64', 'type': 'for_statement', 'children': ['65', '66', '71']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '66', 'type': 'call', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '68', 'type': 'argument_list', 'children': ['69', '70']},{'id': '69', 'type': 'integer', 'children': [], 'value': '0'},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'slices'},{'id': '71', 'type': 'block', 'children': ['72']},{'id': '72', 'type': 'expression_statement', 'children': ['73']},{'id': '73', 'type': 'call', 'children': ['74', '77']},{'id': '74', 'type': 'attribute', 'children': ['75', '76']},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'pipe'},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'zcount'},{'id': '77', 'type': 'argument_list', 'children': ['78', '81', '87']},{'id': '78', 'type': 'attribute', 'children': ['79', '80']},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'redis_key'},{'id': '81', 'type': '()', 'children': ['82']},{'id': '82', 'type': 'binary_operator', 'children': ['83', '84'], 'value': '+'},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '84', 'type': 'binary_operator', 'children': ['85', '86'], 'value': '*'},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'interval'},{'id': '87', 'type': 'binary_operator', 'children': ['88', '89'], 'value': '%'},{'id': '88', 'type': 'string', 'children': [], 'value': '"(%s"'},{'id': '89', 'type': '()', 'children': ['90']},{'id': '90', 'type': 'binary_operator', 'children': ['91', '92'], 'value': '+'},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '92', 'type': 'binary_operator', 'children': ['93', '97'], 'value': '*'},{'id': '93', 'type': '()', 'children': ['94']},{'id': '94', 'type': 'binary_operator', 'children': ['95', '96'], 'value': '+'},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '96', 'type': 'integer', 'children': [], 'value': '1'},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'interval'},{'id': '98', 'type': 'if_statement', 'children': ['99', '100']},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'include_inf'},{'id': '100', 'type': 'block', 'children': ['101', '112']},{'id': '101', 'type': 'expression_statement', 'children': ['102']},{'id': '102', 'type': 'call', 'children': ['103', '106']},{'id': '103', 'type': 'attribute', 'children': ['104', '105']},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'pipe'},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'zcount'},{'id': '106', 'type': 'argument_list', 'children': ['107', '110', '111']},{'id': '107', 'type': 'attribute', 'children': ['108', '109']},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'redis_key'},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'stop'},{'id': '111', 'type': 'string', 'children': [], 'value': '"+inf"'},{'id': '112', 'type': 'expression_statement', 'children': ['113']},{'id': '113', 'type': 'call', 'children': ['114', '117']},{'id': '114', 'type': 'attribute', 'children': ['115', '116']},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'pipe'},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'zcount'},{'id': '117', 'type': 'argument_list', 'children': ['118', '121', '122']},{'id': '118', 'type': 'attribute', 'children': ['119', '120']},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'redis_key'},{'id': '121', 'type': 'string', 'children': [], 'value': '"-inf"'},{'id': '122', 'type': 'binary_operator', 'children': ['123', '124'], 'value': '%'},{'id': '123', 'type': 'string', 'children': [], 'value': '"(%s"'},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '125', 'type': 'expression_statement', 'children': ['126']},{'id': '126', 'type': 'assignment', 'children': ['127', '128']},{'id': '127', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '128', 'type': 'call', 'children': ['129', '132']},{'id': '129', 'type': 'attribute', 'children': ['130', '131']},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'pipe'},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'execute'},{'id': '132', 'type': 'argument_list', 'children': []},{'id': '133', 'type': 'if_statement', 'children': ['134', '135']},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'include_inf'},{'id': '135', 'type': 'block', 'children': ['136']},{'id': '136', 'type': 'return_statement', 'children': ['137']},{'id': '137', 'type': 'binary_operator', 'children': ['138', '144'], 'value': '+'},{'id': '138', 'type': 'subscript', 'children': ['139', '140']},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '140', 'type': 'slice', 'children': ['141', '143']},{'id': '141', 'type': 'unary_operator', 'children': ['142'], 'value': '-'},{'id': '142', 'type': 'integer', 'children': [], 'value': '1'},{'id': '143', 'type': 'colon', 'children': []},{'id': '144', 'type': 'subscript', 'children': ['145', '146']},{'id': '145', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '146', 'type': 'slice', 'children': ['147', '148']},{'id': '147', 'type': 'colon', 'children': []},{'id': '148', 'type': 'unary_operator', 'children': ['149'], 'value': '-'},{'id': '149', 'type': 'integer', 'children': [], 'value': '1'},{'id': '150', 'type': 'return_statement', 'children': ['151']},{'id': '151', 'type': 'identifier', 'children': [], 'value': 'data'} | def get_sorted_graph(
self,
start=0,
stop=100,
slices=100,
include_inf=False,
exact=False):
if not self.is_sorted:
raise Exception("Not a sorted queue")
with context.connections.redis.pipeline(transaction=exact) as pipe:
interval = old_div(float(stop - start), slices)
for i in range(0, slices):
pipe.zcount(self.redis_key,
(start + i * interval),
"(%s" % (start + (i + 1) * interval))
if include_inf:
pipe.zcount(self.redis_key, stop, "+inf")
pipe.zcount(self.redis_key, "-inf", "(%s" % start)
data = pipe.execute()
if include_inf:
return data[-1:] + data[:-1]
return data |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '12']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_threads'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'querystring'},{'id': '6', 'type': 'default_parameter', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '8', 'type': 'string', 'children': [], 'value': "'newest_first'"},{'id': '9', 'type': 'default_parameter', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'exclude_tags'},{'id': '11', 'type': 'None', 'children': []},{'id': '12', 'type': 'block', 'children': ['13', '19', '28', '39', '53']},{'id': '13', 'type': 'assert_statement', 'children': ['14']},{'id': '14', 'type': 'comparison_operator', 'children': ['15', '16'], 'value': 'in'},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '16', 'type': 'attribute', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '18', 'type': 'identifier', 'children': [], 'value': '_sort_orders'},{'id': '19', 'type': 'expression_statement', 'children': ['20']},{'id': '20', 'type': 'assignment', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'q'},{'id': '22', 'type': 'call', 'children': ['23', '26']},{'id': '23', 'type': 'attribute', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '26', 'type': 'argument_list', 'children': ['27']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'querystring'},{'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': 'q'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'set_sort'},{'id': '33', 'type': 'argument_list', 'children': ['34']},{'id': '34', 'type': 'subscript', 'children': ['35', '38']},{'id': '35', 'type': 'attribute', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '37', 'type': 'identifier', 'children': [], 'value': '_sort_orders'},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '39', 'type': 'if_statement', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'exclude_tags'},{'id': '41', 'type': 'block', 'children': ['42']},{'id': '42', 'type': 'for_statement', 'children': ['43', '44', '45']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'tag'},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'exclude_tags'},{'id': '45', 'type': 'block', 'children': ['46']},{'id': '46', 'type': 'expression_statement', 'children': ['47']},{'id': '47', 'type': 'call', 'children': ['48', '51']},{'id': '48', 'type': 'attribute', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'q'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'exclude_tag'},{'id': '51', 'type': 'argument_list', 'children': ['52']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'tag'},{'id': '53', 'type': 'return_statement', 'children': ['54']},{'id': '54', 'type': 'call', 'children': ['55', '58']},{'id': '55', 'type': 'attribute', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'async_'},{'id': '58', 'type': 'argument_list', 'children': ['59', '62']},{'id': '59', 'type': 'attribute', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'q'},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'search_threads'},{'id': '62', 'type': '()', 'children': ['63']},{'id': '63', 'type': 'lambda', 'children': ['64', '66']},{'id': '64', 'type': 'lambda_parameters', 'children': ['65']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'a'},{'id': '66', 'type': 'call', 'children': ['67', '70']},{'id': '67', 'type': 'attribute', 'children': ['68', '69']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'a'},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'get_thread_id'},{'id': '70', 'type': 'argument_list', 'children': []} | def get_threads(self, querystring, sort='newest_first', exclude_tags=None):
assert sort in self._sort_orders
q = self.query(querystring)
q.set_sort(self._sort_orders[sort])
if exclude_tags:
for tag in exclude_tags:
q.exclude_tag(tag)
return self.async_(q.search_threads, (lambda a: a.get_thread_id())) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'nd_sort_samples'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'samples'},{'id': '5', 'type': 'block', 'children': ['6', '15', '22', '41']},{'id': '6', 'type': 'assert_statement', 'children': ['7']},{'id': '7', 'type': 'comparison_operator', 'children': ['8', '14'], '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': 'attribute', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'samples'},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'shape'},{'id': '14', 'type': 'integer', 'children': [], 'value': '2'},{'id': '15', 'type': 'expression_statement', 'children': ['16']},{'id': '16', 'type': 'assignment', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'tree'},{'id': '18', 'type': 'call', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'cKDTree'},{'id': '20', 'type': 'argument_list', 'children': ['21']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'samples'},{'id': '22', 'type': 'expression_statement', 'children': ['23']},{'id': '23', 'type': 'assignment', 'children': ['24', '27']},{'id': '24', 'type': 'pattern_list', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '27', 'type': 'call', 'children': ['28', '31']},{'id': '28', 'type': 'attribute', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'tree'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '31', 'type': 'argument_list', 'children': ['32', '35']},{'id': '32', 'type': 'subscript', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'samples'},{'id': '34', 'type': 'integer', 'children': [], 'value': '0'},{'id': '35', 'type': 'keyword_argument', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '37', 'type': 'call', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '39', 'type': 'argument_list', 'children': ['40']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'samples'},{'id': '41', 'type': 'return_statement', 'children': ['42']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'i'} | def nd_sort_samples(samples):
assert len(samples.shape) == 2
tree = cKDTree(samples)
d, i = tree.query(samples[0], k=len(samples))
return i |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'GetVolumeIdentifiers'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'volume_system'},{'id': '6', 'type': 'block', 'children': ['7', '11', '36']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'volume_identifiers'},{'id': '10', 'type': 'list', 'children': [], 'value': '[]'},{'id': '11', 'type': 'for_statement', 'children': ['12', '13', '16']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'volume'},{'id': '13', 'type': 'attribute', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'volume_system'},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'volumes'},{'id': '16', 'type': 'block', 'children': ['17', '26']},{'id': '17', 'type': 'expression_statement', 'children': ['18']},{'id': '18', 'type': 'assignment', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'volume_identifier'},{'id': '20', 'type': 'call', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'getattr'},{'id': '22', 'type': 'argument_list', 'children': ['23', '24', '25']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'volume'},{'id': '24', 'type': 'string', 'children': [], 'value': "'identifier'"},{'id': '25', 'type': 'None', 'children': []},{'id': '26', 'type': 'if_statement', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'volume_identifier'},{'id': '28', 'type': 'block', 'children': ['29']},{'id': '29', 'type': 'expression_statement', 'children': ['30']},{'id': '30', 'type': 'call', 'children': ['31', '34']},{'id': '31', 'type': 'attribute', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'volume_identifiers'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '34', 'type': 'argument_list', 'children': ['35']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'volume_identifier'},{'id': '36', 'type': 'return_statement', 'children': ['37']},{'id': '37', 'type': 'call', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '39', 'type': 'argument_list', 'children': ['40']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'volume_identifiers'} | def GetVolumeIdentifiers(self, volume_system):
volume_identifiers = []
for volume in volume_system.volumes:
volume_identifier = getattr(volume, 'identifier', None)
if volume_identifier:
volume_identifiers.append(volume_identifier)
return sorted(volume_identifiers) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'topological_order_dfs'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'graph'},{'id': '5', 'type': 'block', 'children': ['6', '13', '17', '25', '127']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'n'},{'id': '9', 'type': 'call', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '11', 'type': 'argument_list', 'children': ['12']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'graph'},{'id': '13', 'type': 'expression_statement', 'children': ['14']},{'id': '14', 'type': 'assignment', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'order'},{'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': 'times_seen'},{'id': '20', 'type': 'binary_operator', 'children': ['21', '24'], 'value': '*'},{'id': '21', 'type': 'list', 'children': ['22'], 'value': '[-1]'},{'id': '22', 'type': 'unary_operator', 'children': ['23'], 'value': '-'},{'id': '23', 'type': 'integer', 'children': [], 'value': '1'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'n'},{'id': '25', 'type': 'for_statement', 'children': ['26', '27', '31']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '27', 'type': 'call', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '29', 'type': 'argument_list', 'children': ['30']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'n'},{'id': '31', 'type': 'block', 'children': ['32']},{'id': '32', 'type': 'if_statement', 'children': ['33', '39']},{'id': '33', 'type': 'comparison_operator', 'children': ['34', '37'], 'value': '=='},{'id': '34', 'type': 'subscript', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'times_seen'},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '37', 'type': 'unary_operator', 'children': ['38'], 'value': '-'},{'id': '38', 'type': 'integer', 'children': [], 'value': '1'},{'id': '39', 'type': 'block', 'children': ['40', '46', '51']},{'id': '40', 'type': 'expression_statement', 'children': ['41']},{'id': '41', 'type': 'assignment', 'children': ['42', '45']},{'id': '42', 'type': 'subscript', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'times_seen'},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '45', 'type': 'integer', 'children': [], 'value': '0'},{'id': '46', 'type': 'expression_statement', 'children': ['47']},{'id': '47', 'type': 'assignment', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'to_visit'},{'id': '49', 'type': 'list', 'children': ['50'], 'value': '[start]'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '51', 'type': 'while_statement', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'to_visit'},{'id': '53', 'type': 'block', 'children': ['54', '61', '67']},{'id': '54', 'type': 'expression_statement', 'children': ['55']},{'id': '55', 'type': 'assignment', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '57', 'type': 'subscript', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'to_visit'},{'id': '59', 'type': 'unary_operator', 'children': ['60'], 'value': '-'},{'id': '60', 'type': 'integer', 'children': [], 'value': '1'},{'id': '61', 'type': 'expression_statement', 'children': ['62']},{'id': '62', 'type': 'assignment', 'children': ['63', '64']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'children'},{'id': '64', 'type': 'subscript', 'children': ['65', '66']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'graph'},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '67', 'type': 'if_statement', 'children': ['68', '76', '90']},{'id': '68', 'type': 'comparison_operator', 'children': ['69', '72'], 'value': '=='},{'id': '69', 'type': 'subscript', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'times_seen'},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '72', 'type': 'call', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '74', 'type': 'argument_list', 'children': ['75']},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'children'},{'id': '76', 'type': 'block', 'children': ['77', '83']},{'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': 'to_visit'},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'pop'},{'id': '82', 'type': 'argument_list', 'children': []},{'id': '83', 'type': 'expression_statement', 'children': ['84']},{'id': '84', 'type': 'call', 'children': ['85', '88']},{'id': '85', 'type': 'attribute', 'children': ['86', '87']},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '88', 'type': 'argument_list', 'children': ['89']},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '90', 'type': 'else_clause', 'children': ['91']},{'id': '91', 'type': 'block', 'children': ['92', '100', '106']},{'id': '92', 'type': 'expression_statement', 'children': ['93']},{'id': '93', 'type': 'assignment', 'children': ['94', '95']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'child'},{'id': '95', 'type': 'subscript', 'children': ['96', '97']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'children'},{'id': '97', 'type': 'subscript', 'children': ['98', '99']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'times_seen'},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '100', 'type': 'expression_statement', 'children': ['101']},{'id': '101', 'type': 'augmented_assignment', 'children': ['102', '105'], 'value': '+='},{'id': '102', 'type': 'subscript', 'children': ['103', '104']},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'times_seen'},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '105', 'type': 'integer', 'children': [], 'value': '1'},{'id': '106', 'type': 'if_statement', 'children': ['107', '113']},{'id': '107', 'type': 'comparison_operator', 'children': ['108', '111'], 'value': '=='},{'id': '108', 'type': 'subscript', 'children': ['109', '110']},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'times_seen'},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'child'},{'id': '111', 'type': 'unary_operator', 'children': ['112'], 'value': '-'},{'id': '112', 'type': 'integer', 'children': [], 'value': '1'},{'id': '113', 'type': 'block', 'children': ['114', '120']},{'id': '114', 'type': 'expression_statement', 'children': ['115']},{'id': '115', 'type': 'assignment', 'children': ['116', '119']},{'id': '116', 'type': 'subscript', 'children': ['117', '118']},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'times_seen'},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'child'},{'id': '119', 'type': 'integer', 'children': [], 'value': '0'},{'id': '120', 'type': 'expression_statement', 'children': ['121']},{'id': '121', 'type': 'call', 'children': ['122', '125']},{'id': '122', 'type': 'attribute', 'children': ['123', '124']},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'to_visit'},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '125', 'type': 'argument_list', 'children': ['126']},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'child'},{'id': '127', 'type': 'return_statement', 'children': ['128']},{'id': '128', 'type': 'subscript', 'children': ['129', '130']},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '130', 'type': 'slice', 'children': ['131', '132', '133']},{'id': '131', 'type': 'colon', 'children': []},{'id': '132', 'type': 'colon', 'children': []},{'id': '133', 'type': 'unary_operator', 'children': ['134'], 'value': '-'},{'id': '134', 'type': 'integer', 'children': [], 'value': '1'} | def topological_order_dfs(graph):
n = len(graph)
order = []
times_seen = [-1] * n
for start in range(n):
if times_seen[start] == -1:
times_seen[start] = 0
to_visit = [start]
while to_visit:
node = to_visit[-1]
children = graph[node]
if times_seen[node] == len(children):
to_visit.pop()
order.append(node)
else:
child = children[times_seen[node]]
times_seen[node] += 1
if times_seen[child] == -1:
times_seen[child] = 0
to_visit.append(child)
return order[::-1] |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'topological_order'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'graph'},{'id': '5', 'type': 'block', 'children': ['6', '16', '24', '40', '54', '58', '102']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'V'},{'id': '9', 'type': 'call', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '11', 'type': 'argument_list', 'children': ['12']},{'id': '12', 'type': 'call', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '14', 'type': 'argument_list', 'children': ['15']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'graph'},{'id': '16', 'type': 'expression_statement', 'children': ['17']},{'id': '17', 'type': 'assignment', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'indeg'},{'id': '19', 'type': 'list_comprehension', 'children': ['20', '21']},{'id': '20', 'type': 'integer', 'children': [], 'value': '0'},{'id': '21', 'type': 'for_in_clause', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': '_'},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'V'},{'id': '24', 'type': 'for_statement', 'children': ['25', '26', '27']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'V'},{'id': '27', 'type': 'block', 'children': ['28']},{'id': '28', 'type': 'for_statement', 'children': ['29', '30', '33']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'neighbor'},{'id': '30', 'type': 'subscript', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'graph'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '33', 'type': 'block', 'children': ['34']},{'id': '34', 'type': 'expression_statement', 'children': ['35']},{'id': '35', 'type': 'augmented_assignment', 'children': ['36', '39'], 'value': '+='},{'id': '36', 'type': 'subscript', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'indeg'},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'neighbor'},{'id': '39', 'type': 'integer', 'children': [], 'value': '1'},{'id': '40', 'type': 'expression_statement', 'children': ['41']},{'id': '41', 'type': 'assignment', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'Q'},{'id': '43', 'type': 'list_comprehension', 'children': ['44', '45', '48']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '45', 'type': 'for_in_clause', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'V'},{'id': '48', 'type': 'if_clause', 'children': ['49']},{'id': '49', 'type': 'comparison_operator', 'children': ['50', '53'], 'value': '=='},{'id': '50', 'type': 'subscript', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'indeg'},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '53', 'type': 'integer', 'children': [], 'value': '0'},{'id': '54', 'type': 'expression_statement', 'children': ['55']},{'id': '55', 'type': 'assignment', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '57', 'type': 'list', 'children': [], 'value': '[]'},{'id': '58', 'type': 'while_statement', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'Q'},{'id': '60', 'type': 'block', 'children': ['61', '69', '76']},{'id': '61', 'type': 'expression_statement', 'children': ['62']},{'id': '62', 'type': 'assignment', 'children': ['63', '64']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '64', 'type': 'call', 'children': ['65', '68']},{'id': '65', 'type': 'attribute', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'Q'},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'pop'},{'id': '68', 'type': 'argument_list', 'children': []},{'id': '69', 'type': 'expression_statement', 'children': ['70']},{'id': '70', 'type': 'call', 'children': ['71', '74']},{'id': '71', 'type': 'attribute', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '74', 'type': 'argument_list', 'children': ['75']},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '76', 'type': 'for_statement', 'children': ['77', '78', '81']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'neighbor'},{'id': '78', 'type': 'subscript', 'children': ['79', '80']},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'graph'},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '81', 'type': 'block', 'children': ['82', '88']},{'id': '82', 'type': 'expression_statement', 'children': ['83']},{'id': '83', 'type': 'augmented_assignment', 'children': ['84', '87'], 'value': '-='},{'id': '84', 'type': 'subscript', 'children': ['85', '86']},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'indeg'},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'neighbor'},{'id': '87', 'type': 'integer', 'children': [], 'value': '1'},{'id': '88', 'type': 'if_statement', 'children': ['89', '94']},{'id': '89', 'type': 'comparison_operator', 'children': ['90', '93'], 'value': '=='},{'id': '90', 'type': 'subscript', 'children': ['91', '92']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'indeg'},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'neighbor'},{'id': '93', 'type': 'integer', 'children': [], 'value': '0'},{'id': '94', 'type': 'block', 'children': ['95']},{'id': '95', 'type': 'expression_statement', 'children': ['96']},{'id': '96', 'type': 'call', 'children': ['97', '100']},{'id': '97', 'type': 'attribute', 'children': ['98', '99']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'Q'},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '100', 'type': 'argument_list', 'children': ['101']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'neighbor'},{'id': '102', 'type': 'return_statement', 'children': ['103']},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'order'} | def topological_order(graph):
V = range(len(graph))
indeg = [0 for _ in V]
for node in V:
for neighbor in graph[node]:
indeg[neighbor] += 1
Q = [node for node in V if indeg[node] == 0]
order = []
while Q:
node = Q.pop()
order.append(node)
for neighbor in graph[node]:
indeg[neighbor] -= 1
if indeg[neighbor] == 0:
Q.append(neighbor)
return order |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'interval_tree'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'intervals'},{'id': '5', 'type': 'block', 'children': ['6', '13', '26', '30', '34', '38', '79', '93', '107', '114', '121']},{'id': '6', 'type': 'if_statement', 'children': ['7', '10']},{'id': '7', 'type': 'comparison_operator', 'children': ['8', '9'], 'value': '=='},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'intervals'},{'id': '9', 'type': 'list', 'children': [], 'value': '[]'},{'id': '10', 'type': 'block', 'children': ['11']},{'id': '11', 'type': 'return_statement', 'children': ['12']},{'id': '12', 'type': 'None', 'children': []},{'id': '13', 'type': 'expression_statement', 'children': ['14']},{'id': '14', 'type': 'assignment', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'center'},{'id': '16', 'type': 'subscript', 'children': ['17', '25']},{'id': '17', 'type': 'subscript', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'intervals'},{'id': '19', 'type': 'binary_operator', 'children': ['20', '24'], 'value': '//'},{'id': '20', 'type': 'call', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '22', 'type': 'argument_list', 'children': ['23']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'intervals'},{'id': '24', 'type': 'integer', 'children': [], 'value': '2'},{'id': '25', 'type': 'integer', 'children': [], 'value': '0'},{'id': '26', 'type': 'expression_statement', 'children': ['27']},{'id': '27', 'type': 'assignment', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'L'},{'id': '29', 'type': 'list', 'children': [], 'value': '[]'},{'id': '30', 'type': 'expression_statement', 'children': ['31']},{'id': '31', 'type': 'assignment', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'R'},{'id': '33', 'type': 'list', 'children': [], 'value': '[]'},{'id': '34', 'type': 'expression_statement', 'children': ['35']},{'id': '35', 'type': 'assignment', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'C'},{'id': '37', 'type': 'list', 'children': [], 'value': '[]'},{'id': '38', 'type': 'for_statement', 'children': ['39', '40', '41']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'I'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'intervals'},{'id': '41', 'type': 'block', 'children': ['42']},{'id': '42', 'type': 'if_statement', 'children': ['43', '48', '56', '70']},{'id': '43', 'type': 'comparison_operator', 'children': ['44', '47'], 'value': '<='},{'id': '44', 'type': 'subscript', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'I'},{'id': '46', 'type': 'integer', 'children': [], 'value': '1'},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'center'},{'id': '48', 'type': 'block', 'children': ['49']},{'id': '49', 'type': 'expression_statement', 'children': ['50']},{'id': '50', 'type': 'call', 'children': ['51', '54']},{'id': '51', 'type': 'attribute', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'L'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '54', 'type': 'argument_list', 'children': ['55']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'I'},{'id': '56', 'type': 'elif_clause', 'children': ['57', '62']},{'id': '57', 'type': 'comparison_operator', 'children': ['58', '59'], 'value': '<'},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'center'},{'id': '59', 'type': 'subscript', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'I'},{'id': '61', 'type': 'integer', 'children': [], 'value': '0'},{'id': '62', 'type': 'block', 'children': ['63']},{'id': '63', 'type': 'expression_statement', 'children': ['64']},{'id': '64', 'type': 'call', 'children': ['65', '68']},{'id': '65', 'type': 'attribute', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'R'},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '68', 'type': 'argument_list', 'children': ['69']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'I'},{'id': '70', 'type': 'else_clause', 'children': ['71']},{'id': '71', 'type': 'block', 'children': ['72']},{'id': '72', 'type': 'expression_statement', 'children': ['73']},{'id': '73', 'type': 'call', 'children': ['74', '77']},{'id': '74', 'type': 'attribute', 'children': ['75', '76']},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'C'},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '77', 'type': 'argument_list', 'children': ['78']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'I'},{'id': '79', 'type': 'expression_statement', 'children': ['80']},{'id': '80', 'type': 'assignment', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'by_low'},{'id': '82', 'type': 'call', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '84', 'type': 'generator_expression', 'children': ['85', '90']},{'id': '85', 'type': 'tuple', 'children': ['86', '89']},{'id': '86', 'type': 'subscript', 'children': ['87', '88']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'I'},{'id': '88', 'type': 'integer', 'children': [], 'value': '0'},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'I'},{'id': '90', 'type': 'for_in_clause', 'children': ['91', '92']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'I'},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'C'},{'id': '93', 'type': 'expression_statement', 'children': ['94']},{'id': '94', 'type': 'assignment', 'children': ['95', '96']},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'by_high'},{'id': '96', 'type': 'call', 'children': ['97', '98']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '98', 'type': 'generator_expression', 'children': ['99', '104']},{'id': '99', 'type': 'tuple', 'children': ['100', '103']},{'id': '100', 'type': 'subscript', 'children': ['101', '102']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'I'},{'id': '102', 'type': 'integer', 'children': [], 'value': '1'},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'I'},{'id': '104', 'type': 'for_in_clause', 'children': ['105', '106']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'I'},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'C'},{'id': '107', 'type': 'expression_statement', 'children': ['108']},{'id': '108', 'type': 'assignment', 'children': ['109', '110']},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'IL'},{'id': '110', 'type': 'call', 'children': ['111', '112']},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'interval_tree'},{'id': '112', 'type': 'argument_list', 'children': ['113']},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'L'},{'id': '114', 'type': 'expression_statement', 'children': ['115']},{'id': '115', 'type': 'assignment', 'children': ['116', '117']},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'IR'},{'id': '117', 'type': 'call', 'children': ['118', '119']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'interval_tree'},{'id': '119', 'type': 'argument_list', 'children': ['120']},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'R'},{'id': '121', 'type': 'return_statement', 'children': ['122']},{'id': '122', 'type': 'call', 'children': ['123', '124']},{'id': '123', 'type': 'identifier', 'children': [], 'value': '_Node'},{'id': '124', 'type': 'argument_list', 'children': ['125', '126', '127', '128', '129']},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'center'},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'by_low'},{'id': '127', 'type': 'identifier', 'children': [], 'value': 'by_high'},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'IL'},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'IR'} | def interval_tree(intervals):
if intervals == []:
return None
center = intervals[len(intervals) // 2][0]
L = []
R = []
C = []
for I in intervals:
if I[1] <= center:
L.append(I)
elif center < I[0]:
R.append(I)
else:
C.append(I)
by_low = sorted((I[0], I) for I in C)
by_high = sorted((I[1], I) for I in C)
IL = interval_tree(L)
IR = interval_tree(R)
return _Node(center, by_low, by_high, IL, IR) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_type'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '6', 'type': 'block', 'children': ['7', '18']},{'id': '7', 'type': 'if_statement', 'children': ['8', '15']},{'id': '8', 'type': 'comparison_operator', 'children': ['9', '14'], 'value': '=='},{'id': '9', 'type': 'call', 'children': ['10', '13']},{'id': '10', 'type': 'attribute', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'lower'},{'id': '13', 'type': 'argument_list', 'children': []},{'id': '14', 'type': 'string', 'children': [], 'value': "'hiddenservices'"},{'id': '15', 'type': 'block', 'children': ['16']},{'id': '16', 'type': 'return_statement', 'children': ['17']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'FilesystemOnionService'},{'id': '18', 'type': 'return_statement', 'children': ['19']},{'id': '19', 'type': 'call', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'type'},{'id': '21', 'type': 'argument_list', 'children': ['22']},{'id': '22', 'type': 'subscript', 'children': ['23', '26']},{'id': '23', 'type': 'attribute', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'parsers'},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'name'} | def get_type(self, name):
if name.lower() == 'hiddenservices':
return FilesystemOnionService
return type(self.parsers[name]) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '25']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'schwarz'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '10', '13', '16', '19', '22']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'A'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'b'},{'id': '7', 'type': 'default_parameter', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'iterations'},{'id': '9', 'type': 'integer', 'children': [], 'value': '1'},{'id': '10', 'type': 'default_parameter', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'subdomain'},{'id': '12', 'type': 'None', 'children': []},{'id': '13', 'type': 'default_parameter', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'subdomain_ptr'},{'id': '15', 'type': 'None', 'children': []},{'id': '16', 'type': 'default_parameter', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'inv_subblock'},{'id': '18', 'type': 'None', 'children': []},{'id': '19', 'type': 'default_parameter', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'inv_subblock_ptr'},{'id': '21', 'type': 'None', 'children': []},{'id': '22', 'type': 'default_parameter', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'sweep'},{'id': '24', 'type': 'string', 'children': [], 'value': "'forward'"},{'id': '25', 'type': 'block', 'children': ['26', '42', '48', '62', '78', '192']},{'id': '26', 'type': 'expression_statement', 'children': ['27']},{'id': '27', 'type': 'assignment', 'children': ['28', '32']},{'id': '28', 'type': 'pattern_list', 'children': ['29', '30', '31']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'A'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'b'},{'id': '32', 'type': 'call', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'make_system'},{'id': '34', 'type': 'argument_list', 'children': ['35', '36', '37', '38']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'A'},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'b'},{'id': '38', 'type': 'keyword_argument', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'formats'},{'id': '40', 'type': 'list', 'children': ['41'], 'value': "['csr']"},{'id': '41', 'type': 'string', 'children': [], 'value': "'csr'"},{'id': '42', 'type': 'expression_statement', 'children': ['43']},{'id': '43', 'type': 'call', 'children': ['44', '47']},{'id': '44', 'type': 'attribute', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'A'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'sort_indices'},{'id': '47', 'type': 'argument_list', 'children': []},{'id': '48', 'type': 'if_statement', 'children': ['49', '56']},{'id': '49', 'type': 'boolean_operator', 'children': ['50', '53'], 'value': 'and'},{'id': '50', 'type': 'comparison_operator', 'children': ['51', '52'], 'value': 'is'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'subdomain'},{'id': '52', 'type': 'None', 'children': []},{'id': '53', 'type': 'comparison_operator', 'children': ['54', '55'], 'value': 'is'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'inv_subblock'},{'id': '55', 'type': 'None', 'children': []},{'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': 'string', 'children': [], 'value': '"inv_subblock must be None if subdomain is None"'},{'id': '62', 'type': 'expression_statement', 'children': ['63']},{'id': '63', 'type': 'assignment', 'children': ['64', '69', '70']},{'id': '64', 'type': 'tuple_pattern', 'children': ['65', '66', '67', '68']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'subdomain'},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'subdomain_ptr'},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'inv_subblock'},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'inv_subblock_ptr'},{'id': '69', 'type': 'line_continuation', 'children': [], 'value': '\\'},{'id': '70', 'type': 'call', 'children': ['71', '72']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'schwarz_parameters'},{'id': '72', 'type': 'argument_list', 'children': ['73', '74', '75', '76', '77']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'A'},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'subdomain'},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'subdomain_ptr'},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'inv_subblock'},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'inv_subblock_ptr'},{'id': '78', 'type': 'if_statement', 'children': ['79', '82', '99', '122', '185']},{'id': '79', 'type': 'comparison_operator', 'children': ['80', '81'], 'value': '=='},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'sweep'},{'id': '81', 'type': 'string', 'children': [], 'value': "'forward'"},{'id': '82', 'type': 'block', 'children': ['83']},{'id': '83', 'type': 'expression_statement', 'children': ['84']},{'id': '84', 'type': 'assignment', 'children': ['85', '89']},{'id': '85', 'type': 'pattern_list', 'children': ['86', '87', '88']},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'row_start'},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'row_stop'},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'row_step'},{'id': '89', 'type': 'expression_list', 'children': ['90', '91', '98']},{'id': '90', 'type': 'integer', 'children': [], 'value': '0'},{'id': '91', 'type': 'binary_operator', 'children': ['92', '97'], 'value': '-'},{'id': '92', 'type': 'subscript', 'children': ['93', '96']},{'id': '93', 'type': 'attribute', 'children': ['94', '95']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'subdomain_ptr'},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'shape'},{'id': '96', 'type': 'integer', 'children': [], 'value': '0'},{'id': '97', 'type': 'integer', 'children': [], 'value': '1'},{'id': '98', 'type': 'integer', 'children': [], 'value': '1'},{'id': '99', 'type': 'elif_clause', 'children': ['100', '103']},{'id': '100', 'type': 'comparison_operator', 'children': ['101', '102'], 'value': '=='},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'sweep'},{'id': '102', 'type': 'string', 'children': [], 'value': "'backward'"},{'id': '103', 'type': 'block', 'children': ['104']},{'id': '104', 'type': 'expression_statement', 'children': ['105']},{'id': '105', 'type': 'assignment', 'children': ['106', '110']},{'id': '106', 'type': 'pattern_list', 'children': ['107', '108', '109']},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'row_start'},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'row_stop'},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'row_step'},{'id': '110', 'type': 'expression_list', 'children': ['111', '118', '120']},{'id': '111', 'type': 'binary_operator', 'children': ['112', '117'], 'value': '-'},{'id': '112', 'type': 'subscript', 'children': ['113', '116']},{'id': '113', 'type': 'attribute', 'children': ['114', '115']},{'id': '114', 'type': 'identifier', 'children': [], 'value': 'subdomain_ptr'},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'shape'},{'id': '116', 'type': 'integer', 'children': [], 'value': '0'},{'id': '117', 'type': 'integer', 'children': [], 'value': '2'},{'id': '118', 'type': 'unary_operator', 'children': ['119'], 'value': '-'},{'id': '119', 'type': 'integer', 'children': [], 'value': '1'},{'id': '120', 'type': 'unary_operator', 'children': ['121'], 'value': '-'},{'id': '121', 'type': 'integer', 'children': [], 'value': '1'},{'id': '122', 'type': 'elif_clause', 'children': ['123', '126']},{'id': '123', 'type': 'comparison_operator', 'children': ['124', '125'], 'value': '=='},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'sweep'},{'id': '125', 'type': 'string', 'children': [], 'value': "'symmetric'"},{'id': '126', 'type': 'block', 'children': ['127', '184']},{'id': '127', 'type': 'for_statement', 'children': ['128', '129', '133']},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'iter'},{'id': '129', 'type': 'call', 'children': ['130', '131']},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '131', 'type': 'argument_list', 'children': ['132']},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'iterations'},{'id': '133', 'type': 'block', 'children': ['134', '159']},{'id': '134', 'type': 'expression_statement', 'children': ['135']},{'id': '135', 'type': 'call', 'children': ['136', '137']},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'schwarz'},{'id': '137', 'type': 'argument_list', 'children': ['138', '139', '140', '141', '144', '147', '150', '153', '156']},{'id': '138', 'type': 'identifier', 'children': [], 'value': 'A'},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '140', 'type': 'identifier', 'children': [], 'value': 'b'},{'id': '141', 'type': 'keyword_argument', 'children': ['142', '143']},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'iterations'},{'id': '143', 'type': 'integer', 'children': [], 'value': '1'},{'id': '144', 'type': 'keyword_argument', 'children': ['145', '146']},{'id': '145', 'type': 'identifier', 'children': [], 'value': 'subdomain'},{'id': '146', 'type': 'identifier', 'children': [], 'value': 'subdomain'},{'id': '147', 'type': 'keyword_argument', 'children': ['148', '149']},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'subdomain_ptr'},{'id': '149', 'type': 'identifier', 'children': [], 'value': 'subdomain_ptr'},{'id': '150', 'type': 'keyword_argument', 'children': ['151', '152']},{'id': '151', 'type': 'identifier', 'children': [], 'value': 'inv_subblock'},{'id': '152', 'type': 'identifier', 'children': [], 'value': 'inv_subblock'},{'id': '153', 'type': 'keyword_argument', 'children': ['154', '155']},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'inv_subblock_ptr'},{'id': '155', 'type': 'identifier', 'children': [], 'value': 'inv_subblock_ptr'},{'id': '156', 'type': 'keyword_argument', 'children': ['157', '158']},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'sweep'},{'id': '158', 'type': 'string', 'children': [], 'value': "'forward'"},{'id': '159', 'type': 'expression_statement', 'children': ['160']},{'id': '160', 'type': 'call', 'children': ['161', '162']},{'id': '161', 'type': 'identifier', 'children': [], 'value': 'schwarz'},{'id': '162', 'type': 'argument_list', 'children': ['163', '164', '165', '166', '169', '172', '175', '178', '181']},{'id': '163', 'type': 'identifier', 'children': [], 'value': 'A'},{'id': '164', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '165', 'type': 'identifier', 'children': [], 'value': 'b'},{'id': '166', 'type': 'keyword_argument', 'children': ['167', '168']},{'id': '167', 'type': 'identifier', 'children': [], 'value': 'iterations'},{'id': '168', 'type': 'integer', 'children': [], 'value': '1'},{'id': '169', 'type': 'keyword_argument', 'children': ['170', '171']},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'subdomain'},{'id': '171', 'type': 'identifier', 'children': [], 'value': 'subdomain'},{'id': '172', 'type': 'keyword_argument', 'children': ['173', '174']},{'id': '173', 'type': 'identifier', 'children': [], 'value': 'subdomain_ptr'},{'id': '174', 'type': 'identifier', 'children': [], 'value': 'subdomain_ptr'},{'id': '175', 'type': 'keyword_argument', 'children': ['176', '177']},{'id': '176', 'type': 'identifier', 'children': [], 'value': 'inv_subblock'},{'id': '177', 'type': 'identifier', 'children': [], 'value': 'inv_subblock'},{'id': '178', 'type': 'keyword_argument', 'children': ['179', '180']},{'id': '179', 'type': 'identifier', 'children': [], 'value': 'inv_subblock_ptr'},{'id': '180', 'type': 'identifier', 'children': [], 'value': 'inv_subblock_ptr'},{'id': '181', 'type': 'keyword_argument', 'children': ['182', '183']},{'id': '182', 'type': 'identifier', 'children': [], 'value': 'sweep'},{'id': '183', 'type': 'string', 'children': [], 'value': "'backward'"},{'id': '184', 'type': 'return_statement', 'children': []},{'id': '185', 'type': 'else_clause', 'children': ['186']},{'id': '186', 'type': 'block', 'children': ['187']},{'id': '187', 'type': 'raise_statement', 'children': ['188']},{'id': '188', 'type': 'call', 'children': ['189', '190']},{'id': '189', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '190', 'type': 'argument_list', 'children': ['191']},{'id': '191', 'type': 'string', 'children': [], 'value': '"valid sweep directions are \'forward\',\\\n \'backward\', and \'symmetric\'"'},{'id': '192', 'type': 'for_statement', 'children': ['193', '194', '198']},{'id': '193', 'type': 'identifier', 'children': [], 'value': 'iter'},{'id': '194', 'type': 'call', 'children': ['195', '196']},{'id': '195', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '196', 'type': 'argument_list', 'children': ['197']},{'id': '197', 'type': 'identifier', 'children': [], 'value': 'iterations'},{'id': '198', 'type': 'block', 'children': ['199']},{'id': '199', 'type': 'expression_statement', 'children': ['200']},{'id': '200', 'type': 'call', 'children': ['201', '204']},{'id': '201', 'type': 'attribute', 'children': ['202', '203']},{'id': '202', 'type': 'identifier', 'children': [], 'value': 'amg_core'},{'id': '203', 'type': 'identifier', 'children': [], 'value': 'overlapping_schwarz_csr'},{'id': '204', 'type': 'argument_list', 'children': ['205', '208', '211', '214', '215', '216', '217', '218', '219', '220', '227', '232', '233', '234']},{'id': '205', 'type': 'attribute', 'children': ['206', '207']},{'id': '206', 'type': 'identifier', 'children': [], 'value': 'A'},{'id': '207', 'type': 'identifier', 'children': [], 'value': 'indptr'},{'id': '208', 'type': 'attribute', 'children': ['209', '210']},{'id': '209', 'type': 'identifier', 'children': [], 'value': 'A'},{'id': '210', 'type': 'identifier', 'children': [], 'value': 'indices'},{'id': '211', 'type': 'attribute', 'children': ['212', '213']},{'id': '212', 'type': 'identifier', 'children': [], 'value': 'A'},{'id': '213', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '214', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '215', 'type': 'identifier', 'children': [], 'value': 'b'},{'id': '216', 'type': 'identifier', 'children': [], 'value': 'inv_subblock'},{'id': '217', 'type': 'identifier', 'children': [], 'value': 'inv_subblock_ptr'},{'id': '218', 'type': 'identifier', 'children': [], 'value': 'subdomain'},{'id': '219', 'type': 'identifier', 'children': [], 'value': 'subdomain_ptr'},{'id': '220', 'type': 'binary_operator', 'children': ['221', '226'], 'value': '-'},{'id': '221', 'type': 'subscript', 'children': ['222', '225']},{'id': '222', 'type': 'attribute', 'children': ['223', '224']},{'id': '223', 'type': 'identifier', 'children': [], 'value': 'subdomain_ptr'},{'id': '224', 'type': 'identifier', 'children': [], 'value': 'shape'},{'id': '225', 'type': 'integer', 'children': [], 'value': '0'},{'id': '226', 'type': 'integer', 'children': [], 'value': '1'},{'id': '227', 'type': 'subscript', 'children': ['228', '231']},{'id': '228', 'type': 'attribute', 'children': ['229', '230']},{'id': '229', 'type': 'identifier', 'children': [], 'value': 'A'},{'id': '230', 'type': 'identifier', 'children': [], 'value': 'shape'},{'id': '231', 'type': 'integer', 'children': [], 'value': '0'},{'id': '232', 'type': 'identifier', 'children': [], 'value': 'row_start'},{'id': '233', 'type': 'identifier', 'children': [], 'value': 'row_stop'},{'id': '234', 'type': 'identifier', 'children': [], 'value': 'row_step'} | def schwarz(A, x, b, iterations=1, subdomain=None, subdomain_ptr=None,
inv_subblock=None, inv_subblock_ptr=None, sweep='forward'):
A, x, b = make_system(A, x, b, formats=['csr'])
A.sort_indices()
if subdomain is None and inv_subblock is not None:
raise ValueError("inv_subblock must be None if subdomain is None")
(subdomain, subdomain_ptr, inv_subblock, inv_subblock_ptr) = \
schwarz_parameters(A, subdomain, subdomain_ptr,
inv_subblock, inv_subblock_ptr)
if sweep == 'forward':
row_start, row_stop, row_step = 0, subdomain_ptr.shape[0]-1, 1
elif sweep == 'backward':
row_start, row_stop, row_step = subdomain_ptr.shape[0]-2, -1, -1
elif sweep == 'symmetric':
for iter in range(iterations):
schwarz(A, x, b, iterations=1, subdomain=subdomain,
subdomain_ptr=subdomain_ptr, inv_subblock=inv_subblock,
inv_subblock_ptr=inv_subblock_ptr, sweep='forward')
schwarz(A, x, b, iterations=1, subdomain=subdomain,
subdomain_ptr=subdomain_ptr, inv_subblock=inv_subblock,
inv_subblock_ptr=inv_subblock_ptr, sweep='backward')
return
else:
raise ValueError("valid sweep directions are 'forward',\
'backward', and 'symmetric'")
for iter in range(iterations):
amg_core.overlapping_schwarz_csr(A.indptr, A.indices, A.data,
x, b, inv_subblock, inv_subblock_ptr,
subdomain, subdomain_ptr,
subdomain_ptr.shape[0]-1, A.shape[0],
row_start, row_stop, row_step) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '4']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_stdlib_path'},{'id': '3', 'type': 'parameters', 'children': []},{'id': '4', 'type': 'block', 'children': ['5']},{'id': '5', 'type': 'if_statement', 'children': ['6', '13', '25']},{'id': '6', 'type': 'comparison_operator', 'children': ['7', '10'], 'value': '>='},{'id': '7', 'type': 'attribute', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'sys'},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'version_info'},{'id': '10', 'type': 'tuple', 'children': ['11', '12']},{'id': '11', 'type': 'integer', 'children': [], 'value': '2'},{'id': '12', 'type': 'integer', 'children': [], 'value': '7'},{'id': '13', 'type': 'block', 'children': ['14', '17']},{'id': '14', 'type': 'import_statement', 'children': ['15']},{'id': '15', 'type': 'dotted_name', 'children': ['16']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'sysconfig'},{'id': '17', 'type': 'return_statement', 'children': ['18']},{'id': '18', 'type': 'subscript', 'children': ['19', '24']},{'id': '19', 'type': 'call', 'children': ['20', '23']},{'id': '20', 'type': 'attribute', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'sysconfig'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'get_paths'},{'id': '23', 'type': 'argument_list', 'children': []},{'id': '24', 'type': 'string', 'children': [], 'value': "'stdlib'"},{'id': '25', 'type': 'else_clause', 'children': ['26']},{'id': '26', 'type': 'block', 'children': ['27']},{'id': '27', 'type': 'return_statement', 'children': ['28']},{'id': '28', 'type': 'call', 'children': ['29', '34']},{'id': '29', 'type': 'attribute', 'children': ['30', '33']},{'id': '30', 'type': 'attribute', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'os'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '34', 'type': 'argument_list', 'children': ['35', '38']},{'id': '35', 'type': 'attribute', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'sys'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'prefix'},{'id': '38', 'type': 'string', 'children': [], 'value': "'lib'"} | def get_stdlib_path():
if sys.version_info >= (2, 7):
import sysconfig
return sysconfig.get_paths()['stdlib']
else:
return os.path.join(sys.prefix, 'lib') |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'exists_case_sensitive'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '5', 'type': 'block', 'children': ['6', '17', '53']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'result'},{'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': 'os'},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'exists'},{'id': '15', 'type': 'argument_list', 'children': ['16']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '17', 'type': 'if_statement', 'children': ['18', '28']},{'id': '18', 'type': 'boolean_operator', 'children': ['19', '27'], 'value': 'and'},{'id': '19', 'type': 'call', 'children': ['20', '25']},{'id': '20', 'type': 'attribute', 'children': ['21', '24']},{'id': '21', 'type': 'attribute', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'sys'},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'platform'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'startswith'},{'id': '25', 'type': 'argument_list', 'children': ['26']},{'id': '26', 'type': 'string', 'children': [], 'value': "'win'"},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '28', 'type': 'block', 'children': ['29', '42']},{'id': '29', 'type': 'expression_statement', 'children': ['30']},{'id': '30', 'type': 'assignment', 'children': ['31', '34']},{'id': '31', 'type': 'pattern_list', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'directory'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'basename'},{'id': '34', 'type': 'call', 'children': ['35', '40']},{'id': '35', 'type': 'attribute', 'children': ['36', '39']},{'id': '36', 'type': 'attribute', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'os'},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'split'},{'id': '40', 'type': 'argument_list', 'children': ['41']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '42', 'type': 'expression_statement', 'children': ['43']},{'id': '43', 'type': 'assignment', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '45', 'type': 'comparison_operator', 'children': ['46', '47'], 'value': 'in'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'basename'},{'id': '47', 'type': 'call', 'children': ['48', '51']},{'id': '48', 'type': 'attribute', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'os'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'listdir'},{'id': '51', 'type': 'argument_list', 'children': ['52']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'directory'},{'id': '53', 'type': 'return_statement', 'children': ['54']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'result'} | def exists_case_sensitive(path):
result = os.path.exists(path)
if sys.platform.startswith('win') and result:
directory, basename = os.path.split(path)
result = basename in os.listdir(directory)
return result |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9', '14']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_add_comments'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'comments'},{'id': '6', 'type': 'default_parameter', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'original_string'},{'id': '8', 'type': 'string', 'children': [], 'value': '""'},{'id': '9', 'type': 'ERROR', 'children': ['10']},{'id': '10', 'type': 'return_statement', 'children': ['11']},{'id': '11', 'type': 'boolean_operator', 'children': ['12', '13'], 'value': 'and'},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'comments'},{'id': '13', 'type': 'string', 'children': [], 'value': '"{0}\n "'},{'id': '14', 'type': 'block', 'children': ['15']},{'id': '15', 'type': 'expression_statement', 'children': ['16']},{'id': '16', 'type': 'boolean_operator', 'children': ['17', '21', '22'], 'value': 'or'},{'id': '17', 'type': 'call', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '19', 'type': 'argument_list', 'children': ['20']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'comments'},{'id': '21', 'type': 'ERROR', 'children': []},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'original_string'} | def _add_comments(self, comments, original_string=""):
return comments and "{0}
"; ".join(comments)) or original_string |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_priority_key'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'pep8_result'},{'id': '5', 'type': 'block', 'children': ['6', '16', '20', '25', '35']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'priority'},{'id': '9', 'type': 'list', 'children': ['10', '11', '12', '13', '14', '15'], 'value': "[\n 'e701',\n 'e702',\n 'e225', 'e231',\n 'e201',\n 'e262'\n ]"},{'id': '10', 'type': 'string', 'children': [], 'value': "'e701'"},{'id': '11', 'type': 'string', 'children': [], 'value': "'e702'"},{'id': '12', 'type': 'string', 'children': [], 'value': "'e225'"},{'id': '13', 'type': 'string', 'children': [], 'value': "'e231'"},{'id': '14', 'type': 'string', 'children': [], 'value': "'e201'"},{'id': '15', 'type': 'string', 'children': [], 'value': "'e262'"},{'id': '16', 'type': 'expression_statement', 'children': ['17']},{'id': '17', 'type': 'assignment', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'middle_index'},{'id': '19', 'type': 'integer', 'children': [], 'value': '10000'},{'id': '20', 'type': 'expression_statement', 'children': ['21']},{'id': '21', 'type': 'assignment', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'lowest_priority'},{'id': '23', 'type': 'list', 'children': ['24'], 'value': "[\n 'e501'\n ]"},{'id': '24', 'type': 'string', 'children': [], 'value': "'e501'"},{'id': '25', 'type': 'expression_statement', 'children': ['26']},{'id': '26', 'type': 'assignment', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '28', 'type': 'call', 'children': ['29', '34']},{'id': '29', 'type': 'attribute', 'children': ['30', '33']},{'id': '30', 'type': 'subscript', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'pep8_result'},{'id': '32', 'type': 'string', 'children': [], 'value': "'id'"},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'lower'},{'id': '34', 'type': 'argument_list', 'children': []},{'id': '35', 'type': 'try_statement', 'children': ['36', '44']},{'id': '36', 'type': 'block', 'children': ['37']},{'id': '37', 'type': 'return_statement', 'children': ['38']},{'id': '38', 'type': 'call', 'children': ['39', '42']},{'id': '39', 'type': 'attribute', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'priority'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '42', 'type': 'argument_list', 'children': ['43']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '44', 'type': 'except_clause', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '46', 'type': 'block', 'children': ['47']},{'id': '47', 'type': 'try_statement', 'children': ['48', '60']},{'id': '48', 'type': 'block', 'children': ['49']},{'id': '49', 'type': 'return_statement', 'children': ['50']},{'id': '50', 'type': 'binary_operator', 'children': ['51', '59'], 'value': '+'},{'id': '51', 'type': 'binary_operator', 'children': ['52', '53'], 'value': '+'},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'middle_index'},{'id': '53', 'type': 'call', 'children': ['54', '57']},{'id': '54', 'type': 'attribute', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'lowest_priority'},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '57', 'type': 'argument_list', 'children': ['58']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '59', 'type': 'integer', 'children': [], 'value': '1'},{'id': '60', 'type': 'except_clause', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '62', 'type': 'block', 'children': ['63']},{'id': '63', 'type': 'return_statement', 'children': ['64']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'middle_index'} | def _priority_key(pep8_result):
priority = [
'e701',
'e702',
'e225', 'e231',
'e201',
'e262'
]
middle_index = 10000
lowest_priority = [
'e501'
]
key = pep8_result['id'].lower()
try:
return priority.index(key)
except ValueError:
try:
return middle_index + lowest_priority.index(key) + 1
except ValueError:
return middle_index |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'git_hook'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'default_parameter', 'children': ['5', '6']},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'strict'},{'id': '6', 'type': 'False', 'children': []},{'id': '7', 'type': 'block', 'children': ['8', '12', '19', '23', '76']},{'id': '8', 'type': 'expression_statement', 'children': ['9']},{'id': '9', 'type': 'assignment', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'diff_cmd'},{'id': '11', 'type': 'string', 'children': [], 'value': '"git diff-index --cached --name-only --diff-filter=ACMRTUXB HEAD"'},{'id': '12', 'type': 'expression_statement', 'children': ['13']},{'id': '13', 'type': 'assignment', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'files_modified'},{'id': '15', 'type': 'call', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'get_lines'},{'id': '17', 'type': 'argument_list', 'children': ['18']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'diff_cmd'},{'id': '19', 'type': 'expression_statement', 'children': ['20']},{'id': '20', 'type': 'assignment', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'errors'},{'id': '22', 'type': 'integer', 'children': [], 'value': '0'},{'id': '23', 'type': 'for_statement', 'children': ['24', '25', '26']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'filename'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'files_modified'},{'id': '26', 'type': 'block', 'children': ['27']},{'id': '27', 'type': 'if_statement', 'children': ['28', '34']},{'id': '28', 'type': 'call', 'children': ['29', '32']},{'id': '29', 'type': 'attribute', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'filename'},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'endswith'},{'id': '32', 'type': 'argument_list', 'children': ['33']},{'id': '33', 'type': 'string', 'children': [], 'value': "'.py'"},{'id': '34', 'type': 'block', 'children': ['35', '41', '48', '67']},{'id': '35', 'type': 'expression_statement', 'children': ['36']},{'id': '36', 'type': 'assignment', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'staged_cmd'},{'id': '38', 'type': 'binary_operator', 'children': ['39', '40'], 'value': '%'},{'id': '39', 'type': 'string', 'children': [], 'value': '"git show :%s"'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'filename'},{'id': '41', 'type': 'expression_statement', 'children': ['42']},{'id': '42', 'type': 'assignment', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'staged_contents'},{'id': '44', 'type': 'call', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'get_output'},{'id': '46', 'type': 'argument_list', 'children': ['47']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'staged_cmd'},{'id': '48', 'type': 'expression_statement', 'children': ['49']},{'id': '49', 'type': 'assignment', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '51', 'type': 'call', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'SortImports'},{'id': '53', 'type': 'argument_list', 'children': ['54', '57', '64']},{'id': '54', 'type': 'keyword_argument', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'file_path'},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'filename'},{'id': '57', 'type': 'keyword_argument', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'file_contents'},{'id': '59', 'type': 'call', 'children': ['60', '63']},{'id': '60', 'type': 'attribute', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'staged_contents'},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'decode'},{'id': '63', 'type': 'argument_list', 'children': []},{'id': '64', 'type': 'keyword_argument', 'children': ['65', '66']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'check'},{'id': '66', 'type': 'True', 'children': []},{'id': '67', 'type': 'if_statement', 'children': ['68', '71']},{'id': '68', 'type': 'attribute', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'incorrectly_sorted'},{'id': '71', 'type': 'block', 'children': ['72']},{'id': '72', 'type': 'expression_statement', 'children': ['73']},{'id': '73', 'type': 'augmented_assignment', 'children': ['74', '75'], 'value': '+='},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'errors'},{'id': '75', 'type': 'integer', 'children': [], 'value': '1'},{'id': '76', 'type': 'return_statement', 'children': ['77']},{'id': '77', 'type': 'conditional_expression', 'children': ['78', '79', '80'], 'value': 'if'},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'errors'},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'strict'},{'id': '80', 'type': 'integer', 'children': [], 'value': '0'} | def git_hook(strict=False):
diff_cmd = "git diff-index --cached --name-only --diff-filter=ACMRTUXB HEAD"
files_modified = get_lines(diff_cmd)
errors = 0
for filename in files_modified:
if filename.endswith('.py'):
staged_cmd = "git show :%s" % filename
staged_contents = get_output(staged_cmd)
sort = SortImports(
file_path=filename,
file_contents=staged_contents.decode(),
check=True
)
if sort.incorrectly_sorted:
errors += 1
return errors if strict else 0 |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_all_fix_names'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'fixer_pkg'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'remove_prefix'},{'id': '7', 'type': 'True', 'children': []},{'id': '8', 'type': 'block', 'children': ['9', '20', '33', '37', '87']},{'id': '9', 'type': 'expression_statement', 'children': ['10']},{'id': '10', 'type': 'assignment', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'pkg'},{'id': '12', 'type': 'call', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': '__import__'},{'id': '14', 'type': 'argument_list', 'children': ['15', '16', '17', '18']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'fixer_pkg'},{'id': '16', 'type': 'list', 'children': [], 'value': '[]'},{'id': '17', 'type': 'list', 'children': [], 'value': '[]'},{'id': '18', 'type': 'list', 'children': ['19'], 'value': '["*"]'},{'id': '19', 'type': 'string', 'children': [], 'value': '"*"'},{'id': '20', 'type': 'expression_statement', 'children': ['21']},{'id': '21', 'type': 'assignment', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'fixer_dir'},{'id': '23', 'type': 'call', 'children': ['24', '29']},{'id': '24', 'type': 'attribute', 'children': ['25', '28']},{'id': '25', 'type': 'attribute', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'os'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'dirname'},{'id': '29', 'type': 'argument_list', 'children': ['30']},{'id': '30', 'type': 'attribute', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'pkg'},{'id': '32', 'type': 'identifier', 'children': [], 'value': '__file__'},{'id': '33', 'type': 'expression_statement', 'children': ['34']},{'id': '34', 'type': 'assignment', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'fix_names'},{'id': '36', 'type': 'list', 'children': [], 'value': '[]'},{'id': '37', 'type': 'for_statement', 'children': ['38', '39', '48']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '39', 'type': 'call', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '41', 'type': 'argument_list', 'children': ['42']},{'id': '42', 'type': 'call', 'children': ['43', '46']},{'id': '43', 'type': 'attribute', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'os'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'listdir'},{'id': '46', 'type': 'argument_list', 'children': ['47']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'fixer_dir'},{'id': '48', 'type': 'block', 'children': ['49']},{'id': '49', 'type': 'if_statement', 'children': ['50', '63']},{'id': '50', 'type': 'boolean_operator', 'children': ['51', '57'], 'value': 'and'},{'id': '51', 'type': 'call', 'children': ['52', '55']},{'id': '52', 'type': 'attribute', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'startswith'},{'id': '55', 'type': 'argument_list', 'children': ['56']},{'id': '56', 'type': 'string', 'children': [], 'value': '"fix_"'},{'id': '57', 'type': 'call', 'children': ['58', '61']},{'id': '58', 'type': 'attribute', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'endswith'},{'id': '61', 'type': 'argument_list', 'children': ['62']},{'id': '62', 'type': 'string', 'children': [], 'value': '".py"'},{'id': '63', 'type': 'block', 'children': ['64', '75']},{'id': '64', 'type': 'if_statement', 'children': ['65', '66']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'remove_prefix'},{'id': '66', 'type': 'block', 'children': ['67']},{'id': '67', 'type': 'expression_statement', 'children': ['68']},{'id': '68', 'type': 'assignment', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '70', 'type': 'subscript', 'children': ['71', '72']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '72', 'type': 'slice', 'children': ['73', '74']},{'id': '73', 'type': 'integer', 'children': [], 'value': '4'},{'id': '74', 'type': 'colon', 'children': []},{'id': '75', 'type': 'expression_statement', 'children': ['76']},{'id': '76', 'type': 'call', 'children': ['77', '80']},{'id': '77', 'type': 'attribute', 'children': ['78', '79']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'fix_names'},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '80', 'type': 'argument_list', 'children': ['81']},{'id': '81', 'type': 'subscript', 'children': ['82', '83']},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '83', 'type': 'slice', 'children': ['84', '85']},{'id': '84', 'type': 'colon', 'children': []},{'id': '85', 'type': 'unary_operator', 'children': ['86'], 'value': '-'},{'id': '86', 'type': 'integer', 'children': [], 'value': '3'},{'id': '87', 'type': 'return_statement', 'children': ['88']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'fix_names'} | def get_all_fix_names(fixer_pkg, remove_prefix=True):
pkg = __import__(fixer_pkg, [], [], ["*"])
fixer_dir = os.path.dirname(pkg.__file__)
fix_names = []
for name in sorted(os.listdir(fixer_dir)):
if name.startswith("fix_") and name.endswith(".py"):
if remove_prefix:
name = name[4:]
fix_names.append(name[:-3])
return fix_names |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'check'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'block', 'children': ['6']},{'id': '6', 'type': 'for_statement', 'children': ['7', '8', '40']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'unsorted'},{'id': '8', 'type': 'call', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'iter'},{'id': '10', 'type': 'generator_expression', 'children': ['11', '14', '25']},{'id': '11', 'type': 'subscript', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '14', 'type': 'for_in_clause', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '16', 'type': 'call', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '18', 'type': 'argument_list', 'children': ['19']},{'id': '19', 'type': 'binary_operator', 'children': ['20', '24'], 'value': '-'},{'id': '20', 'type': 'call', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '22', 'type': 'argument_list', 'children': ['23']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '24', 'type': 'integer', 'children': [], 'value': '2'},{'id': '25', 'type': 'if_clause', 'children': ['26']},{'id': '26', 'type': 'not_operator', 'children': ['27']},{'id': '27', 'type': 'call', 'children': ['28', '31']},{'id': '28', 'type': 'attribute', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'operator'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'le'},{'id': '31', 'type': 'argument_list', 'children': ['32', '35']},{'id': '32', 'type': 'subscript', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '35', 'type': 'subscript', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '37', 'type': 'binary_operator', 'children': ['38', '39'], 'value': '+'},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '39', 'type': 'integer', 'children': [], 'value': '1'},{'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': 'self'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'resort'},{'id': '46', 'type': 'argument_list', 'children': ['47']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'unsorted'} | def check(self):
for unsorted in iter(self[i] for i in range(len(self) - 2) if not operator.le(self[i], self[i + 1])):
self.resort(unsorted) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '15']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort_by_list_order'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9', '12']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'sortlist'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'reflist'},{'id': '6', 'type': 'default_parameter', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '8', 'type': 'False', 'children': []},{'id': '9', 'type': 'default_parameter', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'fltr'},{'id': '11', 'type': 'False', 'children': []},{'id': '12', 'type': 'default_parameter', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'slemap'},{'id': '14', 'type': 'None', 'children': []},{'id': '15', 'type': 'block', 'children': ['16', '59', '96']},{'id': '16', 'type': 'function_definition', 'children': ['17', '18', '20']},{'id': '17', 'type': 'function_name', 'children': [], 'value': 'keyfunc'},{'id': '18', 'type': 'parameters', 'children': ['19']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'entry'},{'id': '20', 'type': 'block', 'children': ['21', '33']},{'id': '21', 'type': 'if_statement', 'children': ['22', '25']},{'id': '22', 'type': 'comparison_operator', 'children': ['23', '24'], 'value': 'is'},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'slemap'},{'id': '24', 'type': 'None', 'children': []},{'id': '25', 'type': 'block', 'children': ['26']},{'id': '26', 'type': 'expression_statement', 'children': ['27']},{'id': '27', 'type': 'assignment', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'rle'},{'id': '29', 'type': 'call', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'slemap'},{'id': '31', 'type': 'argument_list', 'children': ['32']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'entry'},{'id': '33', 'type': 'if_statement', 'children': ['34', '37', '45']},{'id': '34', 'type': 'comparison_operator', 'children': ['35', '36'], 'value': 'in'},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'rle'},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'reflist'},{'id': '37', 'type': 'block', 'children': ['38']},{'id': '38', 'type': 'return_statement', 'children': ['39']},{'id': '39', 'type': 'call', 'children': ['40', '43']},{'id': '40', 'type': 'attribute', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'reflist'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '43', 'type': 'argument_list', 'children': ['44']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'rle'},{'id': '45', 'type': 'else_clause', 'children': ['46']},{'id': '46', 'type': 'block', 'children': ['47']},{'id': '47', 'type': 'return_statement', 'children': ['48']},{'id': '48', 'type': 'binary_operator', 'children': ['49', '55'], 'value': '+'},{'id': '49', 'type': 'call', 'children': ['50', '53']},{'id': '50', 'type': 'attribute', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'sortlist'},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '53', 'type': 'argument_list', 'children': ['54']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'entry'},{'id': '55', 'type': 'call', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '57', 'type': 'argument_list', 'children': ['58']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'reflist'},{'id': '59', 'type': 'if_statement', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'fltr'},{'id': '61', 'type': 'block', 'children': ['62']},{'id': '62', 'type': 'if_statement', 'children': ['63', '64', '81']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'slemap'},{'id': '64', 'type': 'block', 'children': ['65']},{'id': '65', 'type': 'expression_statement', 'children': ['66']},{'id': '66', 'type': 'assignment', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'sortlist'},{'id': '68', 'type': 'call', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'filter'},{'id': '70', 'type': 'argument_list', 'children': ['71', '80']},{'id': '71', 'type': 'lambda', 'children': ['72', '74']},{'id': '72', 'type': 'lambda_parameters', 'children': ['73']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '74', 'type': 'comparison_operator', 'children': ['75', '79'], 'value': 'in'},{'id': '75', 'type': 'call', 'children': ['76', '77']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'slemap'},{'id': '77', 'type': 'argument_list', 'children': ['78']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'reflist'},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'sortlist'},{'id': '81', 'type': 'else_clause', 'children': ['82']},{'id': '82', 'type': 'block', 'children': ['83']},{'id': '83', 'type': 'expression_statement', 'children': ['84']},{'id': '84', 'type': 'assignment', 'children': ['85', '86']},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'sortlist'},{'id': '86', 'type': 'call', 'children': ['87', '88']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'filter'},{'id': '88', 'type': 'argument_list', 'children': ['89', '95']},{'id': '89', 'type': 'lambda', 'children': ['90', '92']},{'id': '90', 'type': 'lambda_parameters', 'children': ['91']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '92', 'type': 'comparison_operator', 'children': ['93', '94'], 'value': 'in'},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'reflist'},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'sortlist'},{'id': '96', 'type': 'return_statement', 'children': ['97']},{'id': '97', 'type': 'call', 'children': ['98', '99']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '99', 'type': 'argument_list', 'children': ['100', '101', '104']},{'id': '100', 'type': 'identifier', 'children': [], 'value': 'sortlist'},{'id': '101', 'type': 'keyword_argument', 'children': ['102', '103']},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'keyfunc'},{'id': '104', 'type': 'keyword_argument', 'children': ['105', '106']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'reverse'} | def sort_by_list_order(sortlist, reflist, reverse=False, fltr=False,
slemap=None):
def keyfunc(entry):
if slemap is not None:
rle = slemap(entry)
if rle in reflist:
return reflist.index(rle)
else:
return sortlist.index(entry) + len(reflist)
if fltr:
if slemap:
sortlist = filter(lambda x: slemap(x) in reflist, sortlist)
else:
sortlist = filter(lambda x: x in reflist, sortlist)
return sorted(sortlist, key=keyfunc, reverse=reverse) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'strategy'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '7']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'list_splat_pattern', 'children': ['6']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'names'},{'id': '7', 'type': 'dictionary_splat_pattern', 'children': ['8']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '9', 'type': 'block', 'children': ['10', '71']},{'id': '10', 'type': 'function_definition', 'children': ['11', '12', '14']},{'id': '11', 'type': 'function_name', 'children': [], 'value': 'decorator'},{'id': '12', 'type': 'parameters', 'children': ['13']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'func'},{'id': '14', 'type': 'block', 'children': ['15', '25', '48', '63', '69']},{'id': '15', 'type': 'expression_statement', 'children': ['16']},{'id': '16', 'type': 'assignment', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'keep_name'},{'id': '18', 'type': 'call', 'children': ['19', '22']},{'id': '19', 'type': 'attribute', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'pop'},{'id': '22', 'type': 'argument_list', 'children': ['23', '24']},{'id': '23', 'type': 'string', 'children': [], 'value': '"keep_name"'},{'id': '24', 'type': 'False', 'children': []},{'id': '25', 'type': 'if_statement', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '27', 'type': 'block', 'children': ['28', '38']},{'id': '28', 'type': 'expression_statement', 'children': ['29']},{'id': '29', 'type': 'assignment', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '31', 'type': 'call', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'next'},{'id': '33', 'type': 'argument_list', 'children': ['34']},{'id': '34', 'type': 'call', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'iter'},{'id': '36', 'type': 'argument_list', 'children': ['37']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '38', 'type': 'raise_statement', 'children': ['39']},{'id': '39', 'type': 'call', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'TypeError'},{'id': '41', 'type': 'argument_list', 'children': ['42']},{'id': '42', 'type': 'call', 'children': ['43', '46']},{'id': '43', 'type': 'attribute', 'children': ['44', '45']},{'id': '44', 'type': 'string', 'children': [], 'value': '"Unknown keyword argument \'{}\'"'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '46', 'type': 'argument_list', 'children': ['47']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '48', 'type': 'if_statement', 'children': ['49', '51']},{'id': '49', 'type': 'not_operator', 'children': ['50']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'keep_name'},{'id': '51', 'type': 'block', 'children': ['52']},{'id': '52', 'type': 'expression_statement', 'children': ['53']},{'id': '53', 'type': 'assignment', 'children': ['54', '57']},{'id': '54', 'type': 'attribute', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'func'},{'id': '56', 'type': 'identifier', 'children': [], 'value': '__name__'},{'id': '57', 'type': 'call', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '59', 'type': 'argument_list', 'children': ['60']},{'id': '60', 'type': 'subscript', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'names'},{'id': '62', 'type': 'integer', 'children': [], 'value': '0'},{'id': '63', 'type': 'expression_statement', 'children': ['64']},{'id': '64', 'type': 'assignment', 'children': ['65', '68']},{'id': '65', 'type': 'subscript', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'names'},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'func'},{'id': '69', 'type': 'return_statement', 'children': ['70']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '71', 'type': 'return_statement', 'children': ['72']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'decorator'} | def strategy(self, *names, **kwargs):
def decorator(func):
keep_name = kwargs.pop("keep_name", False)
if kwargs:
key = next(iter(kwargs))
raise TypeError("Unknown keyword argument '{}'".format(key))
if not keep_name:
func.__name__ = str(names[0])
self[names] = func
return self
return decorator |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'humansort'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'l'},{'id': '5', 'type': 'block', 'children': ['6', '9', '48', '57']},{'id': '6', 'type': 'import_statement', 'children': ['7']},{'id': '7', 'type': 'dotted_name', 'children': ['8']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 're'},{'id': '9', 'type': 'function_definition', 'children': ['10', '11', '13']},{'id': '10', 'type': 'function_name', 'children': [], 'value': 'alphanum_key'},{'id': '11', 'type': 'parameters', 'children': ['12']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '13', 'type': 'block', 'children': ['14', '33']},{'id': '14', 'type': 'function_definition', 'children': ['15', '16', '18']},{'id': '15', 'type': 'function_name', 'children': [], 'value': 'tryint'},{'id': '16', 'type': 'parameters', 'children': ['17']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '18', 'type': 'block', 'children': ['19', '31']},{'id': '19', 'type': 'if_statement', 'children': ['20', '25']},{'id': '20', 'type': 'call', 'children': ['21', '24']},{'id': '21', 'type': 'attribute', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'isdigit'},{'id': '24', 'type': 'argument_list', 'children': []},{'id': '25', 'type': 'block', 'children': ['26']},{'id': '26', 'type': 'return_statement', 'children': ['27']},{'id': '27', 'type': 'call', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '29', 'type': 'argument_list', 'children': ['30']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '31', 'type': 'return_statement', 'children': ['32']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '33', 'type': 'return_statement', 'children': ['34']},{'id': '34', 'type': 'list_comprehension', 'children': ['35', '39']},{'id': '35', 'type': 'call', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'tryint'},{'id': '37', 'type': 'argument_list', 'children': ['38']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'c'},{'id': '39', 'type': 'for_in_clause', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'c'},{'id': '41', 'type': 'call', 'children': ['42', '45']},{'id': '42', 'type': 'attribute', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 're'},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'split'},{'id': '45', 'type': 'argument_list', 'children': ['46', '47']},{'id': '46', 'type': 'string', 'children': [], 'value': '"([0-9]+)"'},{'id': '47', 'type': 'identifier', 'children': [], 'value': 's'},{'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': 'l'},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '53', 'type': 'argument_list', 'children': ['54']},{'id': '54', 'type': 'keyword_argument', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'alphanum_key'},{'id': '57', 'type': 'return_statement', 'children': ['58']},{'id': '58', 'type': 'None', 'children': []} | def humansort(l):
import re
def alphanum_key(s):
def tryint(s):
if s.isdigit():
return int(s)
return s
return [tryint(c) for c in re.split("([0-9]+)", s)]
l.sort(key=alphanum_key)
return None |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '27']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'add'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11', '14', '17', '20', '23', '25']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '7', 'type': 'string', 'children': [], 'value': "''"},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'type'},{'id': '10', 'type': 'string', 'children': [], 'value': "''"},{'id': '11', 'type': 'default_parameter', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'agent'},{'id': '13', 'type': 'string', 'children': [], 'value': "''"},{'id': '14', 'type': 'default_parameter', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'scanner'},{'id': '16', 'type': 'string', 'children': [], 'value': "''"},{'id': '17', 'type': 'default_parameter', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'location'},{'id': '19', 'type': 'string', 'children': [], 'value': "''"},{'id': '20', 'type': 'default_parameter', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'language'},{'id': '22', 'type': 'string', 'children': [], 'value': "'en'"},{'id': '23', 'type': 'list_splat_pattern', 'children': ['24']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '25', 'type': 'dictionary_splat_pattern', 'children': ['26']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '27', 'type': 'block', 'children': ['28', '49', '59']},{'id': '28', 'type': 'expression_statement', 'children': ['29']},{'id': '29', 'type': 'assignment', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'part'},{'id': '31', 'type': 'binary_operator', 'children': ['32', '33'], 'value': '%'},{'id': '32', 'type': 'string', 'children': [], 'value': "'/library/sections?name=%s&type=%s&agent=%s&scanner=%s&language=%s&location=%s'"},{'id': '33', 'type': 'tuple', 'children': ['34', '38', '39', '40', '44', '45']},{'id': '34', 'type': 'call', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'quote_plus'},{'id': '36', 'type': 'argument_list', 'children': ['37']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'type'},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'agent'},{'id': '40', 'type': 'call', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'quote_plus'},{'id': '42', 'type': 'argument_list', 'children': ['43']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'scanner'},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'language'},{'id': '45', 'type': 'call', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'quote_plus'},{'id': '47', 'type': 'argument_list', 'children': ['48']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'location'},{'id': '49', 'type': 'if_statement', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'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': 'part'},{'id': '55', 'type': 'call', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'urlencode'},{'id': '57', 'type': 'argument_list', 'children': ['58']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '59', 'type': 'return_statement', 'children': ['60']},{'id': '60', 'type': 'call', 'children': ['61', '66']},{'id': '61', 'type': 'attribute', 'children': ['62', '65']},{'id': '62', 'type': 'attribute', 'children': ['63', '64']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '64', 'type': 'identifier', 'children': [], 'value': '_server'},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '66', 'type': 'argument_list', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'part'},{'id': '68', 'type': 'keyword_argument', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'method'},{'id': '70', 'type': 'attribute', 'children': ['71', '76']},{'id': '71', 'type': 'attribute', 'children': ['72', '75']},{'id': '72', 'type': 'attribute', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '74', 'type': 'identifier', 'children': [], 'value': '_server'},{'id': '75', 'type': 'identifier', 'children': [], 'value': '_session'},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'post'} | def add(self, name='', type='', agent='', scanner='', location='', language='en', *args, **kwargs):
part = '/library/sections?name=%s&type=%s&agent=%s&scanner=%s&language=%s&location=%s' % (
quote_plus(name), type, agent, quote_plus(scanner), language, quote_plus(location))
if kwargs:
part += urlencode(kwargs)
return self._server.query(part, method=self._server._session.post) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '10']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'all'},{'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': 'sort'},{'id': '7', 'type': 'None', 'children': []},{'id': '8', 'type': 'dictionary_splat_pattern', 'children': ['9']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '10', 'type': 'block', 'children': ['11', '15', '26', '36']},{'id': '11', 'type': 'expression_statement', 'children': ['12']},{'id': '12', 'type': 'assignment', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'sortStr'},{'id': '14', 'type': 'string', 'children': [], 'value': "''"},{'id': '15', 'type': 'if_statement', 'children': ['16', '19']},{'id': '16', 'type': 'comparison_operator', 'children': ['17', '18'], 'value': 'is'},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '18', 'type': 'None', 'children': []},{'id': '19', 'type': 'block', 'children': ['20']},{'id': '20', 'type': 'expression_statement', 'children': ['21']},{'id': '21', 'type': 'assignment', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'sortStr'},{'id': '23', 'type': 'binary_operator', 'children': ['24', '25'], 'value': '+'},{'id': '24', 'type': 'string', 'children': [], 'value': "'?sort='"},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '26', 'type': 'expression_statement', 'children': ['27']},{'id': '27', 'type': 'assignment', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '29', 'type': 'binary_operator', 'children': ['30', '31'], 'value': '%'},{'id': '30', 'type': 'string', 'children': [], 'value': "'/library/sections/%s/all%s'"},{'id': '31', 'type': 'tuple', 'children': ['32', '35']},{'id': '32', 'type': 'attribute', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'sortStr'},{'id': '36', 'type': 'return_statement', 'children': ['37']},{'id': '37', 'type': 'call', 'children': ['38', '41']},{'id': '38', 'type': 'attribute', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'fetchItems'},{'id': '41', 'type': 'argument_list', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '43', 'type': 'dictionary_splat', 'children': ['44']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'kwargs'} | def all(self, sort=None, **kwargs):
sortStr = ''
if sort is not None:
sortStr = '?sort=' + sort
key = '/library/sections/%s/all%s' % (self.key, sortStr)
return self.fetchItems(key, **kwargs) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'as_sorted_list'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'options'},{'id': '5', 'type': 'block', 'children': ['6', '29']},{'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': 'options'},{'id': '12', 'type': 'integer', 'children': [], 'value': '0'},{'id': '13', 'type': 'block', 'children': ['14']},{'id': '14', 'type': 'expression_statement', 'children': ['15']},{'id': '15', 'type': 'assignment', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'options'},{'id': '17', 'type': 'call', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '19', 'type': 'argument_list', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'options'},{'id': '21', 'type': 'keyword_argument', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '23', 'type': 'lambda', 'children': ['24', '26']},{'id': '24', 'type': 'lambda_parameters', 'children': ['25']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'o'},{'id': '26', 'type': 'attribute', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'o'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'number'},{'id': '29', 'type': 'return_statement', 'children': ['30']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'options'} | def as_sorted_list(options):
if len(options) > 0:
options = sorted(options, key=lambda o: o.number)
return options |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'df_all'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'phot'},{'id': '6', 'type': 'block', 'children': ['7', '30']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'df'},{'id': '10', 'type': 'call', 'children': ['11', '14']},{'id': '11', 'type': 'attribute', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'pd'},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'concat'},{'id': '14', 'type': 'argument_list', 'children': ['15']},{'id': '15', 'type': 'list_comprehension', 'children': ['16', '22']},{'id': '16', 'type': 'call', 'children': ['17', '20']},{'id': '17', 'type': 'attribute', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'to_df'},{'id': '20', 'type': 'argument_list', 'children': ['21']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '22', 'type': 'for_in_clause', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '24', 'type': 'call', 'children': ['25', '28']},{'id': '25', 'type': 'attribute', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'get_filenames'},{'id': '28', 'type': 'argument_list', 'children': ['29']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'phot'},{'id': '30', 'type': 'return_statement', 'children': ['31']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'df'} | def df_all(self, phot):
df = pd.concat([self.to_df(f) for f in self.get_filenames(phot)])
return df |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'searchsorted'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'arr'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'N'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '7', 'type': 'block', 'children': ['8', '12', '18', '22', '31', '90']},{'id': '8', 'type': 'expression_statement', 'children': ['9']},{'id': '9', 'type': 'assignment', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'L'},{'id': '11', 'type': 'integer', 'children': [], 'value': '0'},{'id': '12', 'type': 'expression_statement', 'children': ['13']},{'id': '13', 'type': 'assignment', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'R'},{'id': '15', 'type': 'binary_operator', 'children': ['16', '17'], 'value': '-'},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'N'},{'id': '17', 'type': 'integer', 'children': [], 'value': '1'},{'id': '18', 'type': 'expression_statement', 'children': ['19']},{'id': '19', 'type': 'assignment', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'done'},{'id': '21', 'type': 'False', 'children': []},{'id': '22', 'type': 'expression_statement', 'children': ['23']},{'id': '23', 'type': 'assignment', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '25', 'type': 'binary_operator', 'children': ['26', '30'], 'value': '//'},{'id': '26', 'type': '()', 'children': ['27']},{'id': '27', 'type': 'binary_operator', 'children': ['28', '29'], 'value': '+'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'L'},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'R'},{'id': '30', 'type': 'integer', 'children': [], 'value': '2'},{'id': '31', 'type': 'while_statement', 'children': ['32', '34']},{'id': '32', 'type': 'not_operator', 'children': ['33']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'done'},{'id': '34', 'type': 'block', 'children': ['35', '72', '81']},{'id': '35', 'type': 'if_statement', 'children': ['36', '41', '48', '61']},{'id': '36', 'type': 'comparison_operator', 'children': ['37', '40'], 'value': '<'},{'id': '37', 'type': 'subscript', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'arr'},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'x'},{'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': 'L'},{'id': '45', 'type': 'binary_operator', 'children': ['46', '47'], 'value': '+'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '47', 'type': 'integer', 'children': [], 'value': '1'},{'id': '48', 'type': 'elif_clause', 'children': ['49', '54']},{'id': '49', 'type': 'comparison_operator', 'children': ['50', '53'], 'value': '>'},{'id': '50', 'type': 'subscript', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'arr'},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '54', 'type': 'block', 'children': ['55']},{'id': '55', 'type': 'expression_statement', 'children': ['56']},{'id': '56', 'type': 'assignment', 'children': ['57', '58']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'R'},{'id': '58', 'type': 'binary_operator', 'children': ['59', '60'], 'value': '-'},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '60', 'type': 'integer', 'children': [], 'value': '1'},{'id': '61', 'type': 'elif_clause', 'children': ['62', '67']},{'id': '62', 'type': 'comparison_operator', 'children': ['63', '66'], 'value': '=='},{'id': '63', 'type': 'subscript', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'arr'},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '67', 'type': 'block', 'children': ['68']},{'id': '68', 'type': 'expression_statement', 'children': ['69']},{'id': '69', 'type': 'assignment', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'done'},{'id': '71', 'type': 'True', 'children': []},{'id': '72', 'type': 'expression_statement', 'children': ['73']},{'id': '73', 'type': 'assignment', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '75', 'type': 'binary_operator', 'children': ['76', '80'], 'value': '//'},{'id': '76', 'type': '()', 'children': ['77']},{'id': '77', 'type': 'binary_operator', 'children': ['78', '79'], 'value': '+'},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'L'},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'R'},{'id': '80', 'type': 'integer', 'children': [], 'value': '2'},{'id': '81', 'type': 'if_statement', 'children': ['82', '85']},{'id': '82', 'type': 'comparison_operator', 'children': ['83', '84'], 'value': '>'},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'L'},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'R'},{'id': '85', 'type': 'block', 'children': ['86']},{'id': '86', 'type': 'expression_statement', 'children': ['87']},{'id': '87', 'type': 'assignment', 'children': ['88', '89']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'done'},{'id': '89', 'type': 'True', 'children': []},{'id': '90', 'type': 'return_statement', 'children': ['91']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'L'} | def searchsorted(arr, N, x):
L = 0
R = N-1
done = False
m = (L+R)//2
while not done:
if arr[m] < x:
L = m + 1
elif arr[m] > x:
R = m - 1
elif arr[m] == x:
done = True
m = (L+R)//2
if L>R:
done = True
return L |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_plot_spectrogram'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'G'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'node_idx'},{'id': '6', 'type': 'block', 'children': ['7', '9', '14', '23', '38', '48', '65', '74', '90', '104', '133', '147', '157', '174', '182', '201', '218', '235', '241', '302', '309', '311']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'r'},{'id': '9', 'type': 'import_from_statement', 'children': ['10', '12']},{'id': '10', 'type': 'dotted_name', 'children': ['11']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'pygsp'},{'id': '12', 'type': 'dotted_name', 'children': ['13']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'features'},{'id': '14', 'type': 'expression_statement', 'children': ['15']},{'id': '15', 'type': 'assignment', 'children': ['16', '20']},{'id': '16', 'type': 'pattern_list', 'children': ['17', '18', '19']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'qtg'},{'id': '18', 'type': 'identifier', 'children': [], 'value': '_'},{'id': '19', 'type': 'identifier', 'children': [], 'value': '_'},{'id': '20', 'type': 'call', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': '_import_qtg'},{'id': '22', 'type': 'argument_list', 'children': []},{'id': '23', 'type': 'if_statement', 'children': ['24', '30']},{'id': '24', 'type': 'not_operator', 'children': ['25']},{'id': '25', 'type': 'call', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'hasattr'},{'id': '27', 'type': 'argument_list', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'G'},{'id': '29', 'type': 'string', 'children': [], 'value': "'spectr'"},{'id': '30', 'type': 'block', 'children': ['31']},{'id': '31', 'type': 'expression_statement', 'children': ['32']},{'id': '32', 'type': 'call', 'children': ['33', '36']},{'id': '33', 'type': 'attribute', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'features'},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'compute_spectrogram'},{'id': '36', 'type': 'argument_list', 'children': ['37']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'G'},{'id': '38', 'type': 'expression_statement', 'children': ['39']},{'id': '39', 'type': 'assignment', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'M'},{'id': '41', 'type': 'subscript', 'children': ['42', '47']},{'id': '42', 'type': 'attribute', 'children': ['43', '46']},{'id': '43', 'type': 'attribute', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'G'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'spectr'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'shape'},{'id': '47', 'type': 'integer', 'children': [], 'value': '1'},{'id': '48', 'type': 'expression_statement', 'children': ['49']},{'id': '49', 'type': 'assignment', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'spectr'},{'id': '51', 'type': 'conditional_expression', 'children': ['52', '59', '62'], 'value': 'if'},{'id': '52', 'type': 'subscript', 'children': ['53', '56', '57']},{'id': '53', 'type': 'attribute', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'G'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'spectr'},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'node_idx'},{'id': '57', 'type': 'slice', 'children': ['58']},{'id': '58', 'type': 'colon', 'children': []},{'id': '59', 'type': 'comparison_operator', 'children': ['60', '61'], 'value': 'is'},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'node_idx'},{'id': '61', 'type': 'None', 'children': []},{'id': '62', 'type': 'attribute', 'children': ['63', '64']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'G'},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'spectr'},{'id': '65', 'type': 'expression_statement', 'children': ['66']},{'id': '66', 'type': 'assignment', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'spectr'},{'id': '68', 'type': 'call', 'children': ['69', '72']},{'id': '69', 'type': 'attribute', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'ravel'},{'id': '72', 'type': 'argument_list', 'children': ['73']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'spectr'},{'id': '74', 'type': 'expression_statement', 'children': ['75']},{'id': '75', 'type': 'assignment', 'children': ['76', '79']},{'id': '76', 'type': 'pattern_list', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'min_spec'},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'max_spec'},{'id': '79', 'type': 'expression_list', 'children': ['80', '85']},{'id': '80', 'type': 'call', 'children': ['81', '84']},{'id': '81', 'type': 'attribute', 'children': ['82', '83']},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'spectr'},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'min'},{'id': '84', 'type': 'argument_list', 'children': []},{'id': '85', 'type': 'call', 'children': ['86', '89']},{'id': '86', 'type': 'attribute', 'children': ['87', '88']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'spectr'},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'max'},{'id': '89', 'type': 'argument_list', 'children': []},{'id': '90', 'type': 'expression_statement', 'children': ['91']},{'id': '91', 'type': 'assignment', 'children': ['92', '93']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'pos'},{'id': '93', 'type': 'call', 'children': ['94', '97']},{'id': '94', 'type': 'attribute', 'children': ['95', '96']},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'array'},{'id': '97', 'type': 'argument_list', 'children': ['98']},{'id': '98', 'type': 'list', 'children': ['99', '100', '101', '102', '103'], 'value': '[0., 0.25, 0.5, 0.75, 1.]'},{'id': '99', 'type': 'float', 'children': [], 'value': '0.'},{'id': '100', 'type': 'float', 'children': [], 'value': '0.25'},{'id': '101', 'type': 'float', 'children': [], 'value': '0.5'},{'id': '102', 'type': 'float', 'children': [], 'value': '0.75'},{'id': '103', 'type': 'float', 'children': [], 'value': '1.'},{'id': '104', 'type': 'expression_statement', 'children': ['105']},{'id': '105', 'type': 'assignment', 'children': ['106', '107']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'color'},{'id': '107', 'type': 'list', 'children': ['108', '113', '118', '123', '128'], 'value': '[[20, 133, 212, 255], [53, 42, 135, 255], [48, 174, 170, 255],\n [210, 184, 87, 255], [249, 251, 14, 255]]'},{'id': '108', 'type': 'list', 'children': ['109', '110', '111', '112'], 'value': '[20, 133, 212, 255]'},{'id': '109', 'type': 'integer', 'children': [], 'value': '20'},{'id': '110', 'type': 'integer', 'children': [], 'value': '133'},{'id': '111', 'type': 'integer', 'children': [], 'value': '212'},{'id': '112', 'type': 'integer', 'children': [], 'value': '255'},{'id': '113', 'type': 'list', 'children': ['114', '115', '116', '117'], 'value': '[53, 42, 135, 255]'},{'id': '114', 'type': 'integer', 'children': [], 'value': '53'},{'id': '115', 'type': 'integer', 'children': [], 'value': '42'},{'id': '116', 'type': 'integer', 'children': [], 'value': '135'},{'id': '117', 'type': 'integer', 'children': [], 'value': '255'},{'id': '118', 'type': 'list', 'children': ['119', '120', '121', '122'], 'value': '[48, 174, 170, 255]'},{'id': '119', 'type': 'integer', 'children': [], 'value': '48'},{'id': '120', 'type': 'integer', 'children': [], 'value': '174'},{'id': '121', 'type': 'integer', 'children': [], 'value': '170'},{'id': '122', 'type': 'integer', 'children': [], 'value': '255'},{'id': '123', 'type': 'list', 'children': ['124', '125', '126', '127'], 'value': '[210, 184, 87, 255]'},{'id': '124', 'type': 'integer', 'children': [], 'value': '210'},{'id': '125', 'type': 'integer', 'children': [], 'value': '184'},{'id': '126', 'type': 'integer', 'children': [], 'value': '87'},{'id': '127', 'type': 'integer', 'children': [], 'value': '255'},{'id': '128', 'type': 'list', 'children': ['129', '130', '131', '132'], 'value': '[249, 251, 14, 255]'},{'id': '129', 'type': 'integer', 'children': [], 'value': '249'},{'id': '130', 'type': 'integer', 'children': [], 'value': '251'},{'id': '131', 'type': 'integer', 'children': [], 'value': '14'},{'id': '132', 'type': 'integer', 'children': [], 'value': '255'},{'id': '133', 'type': 'expression_statement', 'children': ['134']},{'id': '134', 'type': 'assignment', 'children': ['135', '136']},{'id': '135', 'type': 'identifier', 'children': [], 'value': 'color'},{'id': '136', 'type': 'call', 'children': ['137', '140']},{'id': '137', 'type': 'attribute', 'children': ['138', '139']},{'id': '138', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'array'},{'id': '140', 'type': 'argument_list', 'children': ['141', '142']},{'id': '141', 'type': 'identifier', 'children': [], 'value': 'color'},{'id': '142', 'type': 'keyword_argument', 'children': ['143', '144']},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'dtype'},{'id': '144', 'type': 'attribute', 'children': ['145', '146']},{'id': '145', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '146', 'type': 'identifier', 'children': [], 'value': 'ubyte'},{'id': '147', 'type': 'expression_statement', 'children': ['148']},{'id': '148', 'type': 'assignment', 'children': ['149', '150']},{'id': '149', 'type': 'identifier', 'children': [], 'value': 'cmap'},{'id': '150', 'type': 'call', 'children': ['151', '154']},{'id': '151', 'type': 'attribute', 'children': ['152', '153']},{'id': '152', 'type': 'identifier', 'children': [], 'value': 'qtg'},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'ColorMap'},{'id': '154', 'type': 'argument_list', 'children': ['155', '156']},{'id': '155', 'type': 'identifier', 'children': [], 'value': 'pos'},{'id': '156', 'type': 'identifier', 'children': [], 'value': 'color'},{'id': '157', 'type': 'expression_statement', 'children': ['158']},{'id': '158', 'type': 'assignment', 'children': ['159', '160']},{'id': '159', 'type': 'identifier', 'children': [], 'value': 'spectr'},{'id': '160', 'type': 'binary_operator', 'children': ['161', '170'], 'value': '/'},{'id': '161', 'type': '()', 'children': ['162']},{'id': '162', 'type': 'binary_operator', 'children': ['163', '169'], 'value': '-'},{'id': '163', 'type': 'call', 'children': ['164', '167']},{'id': '164', 'type': 'attribute', 'children': ['165', '166']},{'id': '165', 'type': 'identifier', 'children': [], 'value': 'spectr'},{'id': '166', 'type': 'identifier', 'children': [], 'value': 'astype'},{'id': '167', 'type': 'argument_list', 'children': ['168']},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'float'},{'id': '169', 'type': 'identifier', 'children': [], 'value': 'min_spec'},{'id': '170', 'type': '()', 'children': ['171']},{'id': '171', 'type': 'binary_operator', 'children': ['172', '173'], 'value': '-'},{'id': '172', 'type': 'identifier', 'children': [], 'value': 'max_spec'},{'id': '173', 'type': 'identifier', 'children': [], 'value': 'min_spec'},{'id': '174', 'type': 'expression_statement', 'children': ['175']},{'id': '175', 'type': 'assignment', 'children': ['176', '177']},{'id': '176', 'type': 'identifier', 'children': [], 'value': 'w'},{'id': '177', 'type': 'call', 'children': ['178', '181']},{'id': '178', 'type': 'attribute', 'children': ['179', '180']},{'id': '179', 'type': 'identifier', 'children': [], 'value': 'qtg'},{'id': '180', 'type': 'identifier', 'children': [], 'value': 'GraphicsWindow'},{'id': '181', 'type': 'argument_list', 'children': []},{'id': '182', 'type': 'expression_statement', 'children': ['183']},{'id': '183', 'type': 'call', 'children': ['184', '187']},{'id': '184', 'type': 'attribute', 'children': ['185', '186']},{'id': '185', 'type': 'identifier', 'children': [], 'value': 'w'},{'id': '186', 'type': 'identifier', 'children': [], 'value': 'setWindowTitle'},{'id': '187', 'type': 'argument_list', 'children': ['188']},{'id': '188', 'type': 'call', 'children': ['189', '192']},{'id': '189', 'type': 'attribute', 'children': ['190', '191']},{'id': '190', 'type': 'string', 'children': [], 'value': '"Spectrogram of {}"'},{'id': '191', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '192', 'type': 'argument_list', 'children': ['193']},{'id': '193', 'type': 'call', 'children': ['194', '197']},{'id': '194', 'type': 'attribute', 'children': ['195', '196']},{'id': '195', 'type': 'identifier', 'children': [], 'value': 'G'},{'id': '196', 'type': 'identifier', 'children': [], 'value': '__repr__'},{'id': '197', 'type': 'argument_list', 'children': ['198']},{'id': '198', 'type': 'keyword_argument', 'children': ['199', '200']},{'id': '199', 'type': 'identifier', 'children': [], 'value': 'limit'},{'id': '200', 'type': 'integer', 'children': [], 'value': '4'},{'id': '201', 'type': 'expression_statement', 'children': ['202']},{'id': '202', 'type': 'assignment', 'children': ['203', '204']},{'id': '203', 'type': 'identifier', 'children': [], 'value': 'label'},{'id': '204', 'type': 'call', 'children': ['205', '208']},{'id': '205', 'type': 'attribute', 'children': ['206', '207']},{'id': '206', 'type': 'string', 'children': [], 'value': "'frequencies {}:{:.2f}:{:.2f}'"},{'id': '207', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '208', 'type': 'argument_list', 'children': ['209', '210', '215']},{'id': '209', 'type': 'integer', 'children': [], 'value': '0'},{'id': '210', 'type': 'binary_operator', 'children': ['211', '214'], 'value': '/'},{'id': '211', 'type': 'attribute', 'children': ['212', '213']},{'id': '212', 'type': 'identifier', 'children': [], 'value': 'G'},{'id': '213', 'type': 'identifier', 'children': [], 'value': 'lmax'},{'id': '214', 'type': 'identifier', 'children': [], 'value': 'M'},{'id': '215', 'type': 'attribute', 'children': ['216', '217']},{'id': '216', 'type': 'identifier', 'children': [], 'value': 'G'},{'id': '217', 'type': 'identifier', 'children': [], 'value': 'lmax'},{'id': '218', 'type': 'expression_statement', 'children': ['219']},{'id': '219', 'type': 'assignment', 'children': ['220', '221']},{'id': '220', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '221', 'type': 'call', 'children': ['222', '225']},{'id': '222', 'type': 'attribute', 'children': ['223', '224']},{'id': '223', 'type': 'identifier', 'children': [], 'value': 'w'},{'id': '224', 'type': 'identifier', 'children': [], 'value': 'addPlot'},{'id': '225', 'type': 'argument_list', 'children': ['226']},{'id': '226', 'type': 'keyword_argument', 'children': ['227', '228']},{'id': '227', 'type': 'identifier', 'children': [], 'value': 'labels'},{'id': '228', 'type': 'dictionary', 'children': ['229', '232']},{'id': '229', 'type': 'pair', 'children': ['230', '231']},{'id': '230', 'type': 'string', 'children': [], 'value': "'bottom'"},{'id': '231', 'type': 'string', 'children': [], 'value': "'nodes'"},{'id': '232', 'type': 'pair', 'children': ['233', '234']},{'id': '233', 'type': 'string', 'children': [], 'value': "'left'"},{'id': '234', 'type': 'identifier', 'children': [], 'value': 'label'},{'id': '235', 'type': 'expression_statement', 'children': ['236']},{'id': '236', 'type': 'call', 'children': ['237', '240']},{'id': '237', 'type': 'attribute', 'children': ['238', '239']},{'id': '238', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '239', 'type': 'identifier', 'children': [], 'value': 'setAspectLocked'},{'id': '240', 'type': 'argument_list', 'children': []},{'id': '241', 'type': 'expression_statement', 'children': ['242']},{'id': '242', 'type': 'assignment', 'children': ['243', '244']},{'id': '243', 'type': 'identifier', 'children': [], 'value': 'spi'},{'id': '244', 'type': 'call', 'children': ['245', '248']},{'id': '245', 'type': 'attribute', 'children': ['246', '247']},{'id': '246', 'type': 'identifier', 'children': [], 'value': 'qtg'},{'id': '247', 'type': 'identifier', 'children': [], 'value': 'ScatterPlotItem'},{'id': '248', 'type': 'argument_list', 'children': ['249', '263', '284', '287', '290', '293']},{'id': '249', 'type': 'call', 'children': ['250', '253']},{'id': '250', 'type': 'attribute', 'children': ['251', '252']},{'id': '251', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '252', 'type': 'identifier', 'children': [], 'value': 'repeat'},{'id': '253', 'type': 'argument_list', 'children': ['254', '262']},{'id': '254', 'type': 'call', 'children': ['255', '258']},{'id': '255', 'type': 'attribute', 'children': ['256', '257']},{'id': '256', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '257', 'type': 'identifier', 'children': [], 'value': 'arange'},{'id': '258', 'type': 'argument_list', 'children': ['259']},{'id': '259', 'type': 'attribute', 'children': ['260', '261']},{'id': '260', 'type': 'identifier', 'children': [], 'value': 'G'},{'id': '261', 'type': 'identifier', 'children': [], 'value': 'N'},{'id': '262', 'type': 'identifier', 'children': [], 'value': 'M'},{'id': '263', 'type': 'call', 'children': ['264', '267']},{'id': '264', 'type': 'attribute', 'children': ['265', '266']},{'id': '265', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '266', 'type': 'identifier', 'children': [], 'value': 'ravel'},{'id': '267', 'type': 'argument_list', 'children': ['268']},{'id': '268', 'type': 'call', 'children': ['269', '272']},{'id': '269', 'type': 'attribute', 'children': ['270', '271']},{'id': '270', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '271', 'type': 'identifier', 'children': [], 'value': 'tile'},{'id': '272', 'type': 'argument_list', 'children': ['273', '279']},{'id': '273', 'type': 'call', 'children': ['274', '277']},{'id': '274', 'type': 'attribute', 'children': ['275', '276']},{'id': '275', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '276', 'type': 'identifier', 'children': [], 'value': 'arange'},{'id': '277', 'type': 'argument_list', 'children': ['278']},{'id': '278', 'type': 'identifier', 'children': [], 'value': 'M'},{'id': '279', 'type': 'tuple', 'children': ['280', '281']},{'id': '280', 'type': 'integer', 'children': [], 'value': '1'},{'id': '281', 'type': 'attribute', 'children': ['282', '283']},{'id': '282', 'type': 'identifier', 'children': [], 'value': 'G'},{'id': '283', 'type': 'identifier', 'children': [], 'value': 'N'},{'id': '284', 'type': 'keyword_argument', 'children': ['285', '286']},{'id': '285', 'type': 'identifier', 'children': [], 'value': 'pxMode'},{'id': '286', 'type': 'False', 'children': []},{'id': '287', 'type': 'keyword_argument', 'children': ['288', '289']},{'id': '288', 'type': 'identifier', 'children': [], 'value': 'symbol'},{'id': '289', 'type': 'string', 'children': [], 'value': "'s'"},{'id': '290', 'type': 'keyword_argument', 'children': ['291', '292']},{'id': '291', 'type': 'identifier', 'children': [], 'value': 'size'},{'id': '292', 'type': 'integer', 'children': [], 'value': '1'},{'id': '293', 'type': 'keyword_argument', 'children': ['294', '295']},{'id': '294', 'type': 'identifier', 'children': [], 'value': 'brush'},{'id': '295', 'type': 'call', 'children': ['296', '299']},{'id': '296', 'type': 'attribute', 'children': ['297', '298']},{'id': '297', 'type': 'identifier', 'children': [], 'value': 'cmap'},{'id': '298', 'type': 'identifier', 'children': [], 'value': 'map'},{'id': '299', 'type': 'argument_list', 'children': ['300', '301']},{'id': '300', 'type': 'identifier', 'children': [], 'value': 'spectr'},{'id': '301', 'type': 'string', 'children': [], 'value': "'qcolor'"},{'id': '302', 'type': 'expression_statement', 'children': ['303']},{'id': '303', 'type': 'call', 'children': ['304', '307']},{'id': '304', 'type': 'attribute', 'children': ['305', '306']},{'id': '305', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '306', 'type': 'identifier', 'children': [], 'value': 'addItem'},{'id': '307', 'type': 'argument_list', 'children': ['308']},{'id': '308', 'type': 'identifier', 'children': [], 'value': 'spi'},{'id': '309', 'type': 'global_statement', 'children': ['310']},{'id': '310', 'type': 'identifier', 'children': [], 'value': '_qtg_windows'},{'id': '311', 'type': 'expression_statement', 'children': ['312']},{'id': '312', 'type': 'call', 'children': ['313', '316']},{'id': '313', 'type': 'attribute', 'children': ['314', '315']},{'id': '314', 'type': 'identifier', 'children': [], 'value': '_qtg_windows'},{'id': '315', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '316', 'type': 'argument_list', 'children': ['317']},{'id': '317', 'type': 'identifier', 'children': [], 'value': 'w'} | def _plot_spectrogram(G, node_idx):
r
from pygsp import features
qtg, _, _ = _import_qtg()
if not hasattr(G, 'spectr'):
features.compute_spectrogram(G)
M = G.spectr.shape[1]
spectr = G.spectr[node_idx, :] if node_idx is not None else G.spectr
spectr = np.ravel(spectr)
min_spec, max_spec = spectr.min(), spectr.max()
pos = np.array([0., 0.25, 0.5, 0.75, 1.])
color = [[20, 133, 212, 255], [53, 42, 135, 255], [48, 174, 170, 255],
[210, 184, 87, 255], [249, 251, 14, 255]]
color = np.array(color, dtype=np.ubyte)
cmap = qtg.ColorMap(pos, color)
spectr = (spectr.astype(float) - min_spec) / (max_spec - min_spec)
w = qtg.GraphicsWindow()
w.setWindowTitle("Spectrogram of {}".format(G.__repr__(limit=4)))
label = 'frequencies {}:{:.2f}:{:.2f}'.format(0, G.lmax/M, G.lmax)
v = w.addPlot(labels={'bottom': 'nodes',
'left': label})
v.setAspectLocked()
spi = qtg.ScatterPlotItem(np.repeat(np.arange(G.N), M),
np.ravel(np.tile(np.arange(M), (1, G.N))),
pxMode=False,
symbol='s',
size=1,
brush=cmap.map(spectr, 'qcolor'))
v.addItem(spi)
global _qtg_windows
_qtg_windows.append(w) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'write_omega_scan_config'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'channellist'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'fobj'},{'id': '6', 'type': 'default_parameter', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'header'},{'id': '8', 'type': 'True', 'children': []},{'id': '9', 'type': 'block', 'children': ['10', '35']},{'id': '10', 'type': 'if_statement', 'children': ['11', '16', '21']},{'id': '11', 'type': 'call', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '13', 'type': 'argument_list', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'fobj'},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'FILE_LIKE'},{'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': 'close'},{'id': '20', 'type': 'False', 'children': []},{'id': '21', 'type': 'else_clause', 'children': ['22']},{'id': '22', 'type': 'block', 'children': ['23', '31']},{'id': '23', 'type': 'expression_statement', 'children': ['24']},{'id': '24', 'type': 'assignment', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'fobj'},{'id': '26', 'type': 'call', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'open'},{'id': '28', 'type': 'argument_list', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'fobj'},{'id': '30', 'type': 'string', 'children': [], 'value': "'w'"},{'id': '31', 'type': 'expression_statement', 'children': ['32']},{'id': '32', 'type': 'assignment', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'close'},{'id': '34', 'type': 'True', 'children': []},{'id': '35', 'type': 'try_statement', 'children': ['36', '90']},{'id': '36', 'type': 'block', 'children': ['37', '47']},{'id': '37', 'type': 'if_statement', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'header'},{'id': '39', 'type': 'block', 'children': ['40']},{'id': '40', 'type': 'expression_statement', 'children': ['41']},{'id': '41', 'type': 'assignment', 'children': ['42', '43', '46']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '43', 'type': 'ERROR', 'children': ['44', '45']},{'id': '44', 'type': 'string', 'children': [], 'value': "'\n print('"},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'group'},{'id': '46', 'type': 'None', 'children': []},{'id': '47', 'type': 'for_statement', 'children': ['48', '49', '50']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'channel'},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'channellist'},{'id': '50', 'type': 'block', 'children': ['51', '74', '82']},{'id': '51', 'type': 'if_statement', 'children': ['52', '57']},{'id': '52', 'type': 'comparison_operator', 'children': ['53', '56'], 'value': '!='},{'id': '53', 'type': 'attribute', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'channel'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'group'},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'group'},{'id': '57', 'type': 'block', 'children': ['58', '64']},{'id': '58', 'type': 'expression_statement', 'children': ['59']},{'id': '59', 'type': 'assignment', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'group'},{'id': '61', 'type': 'attribute', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'channel'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'group'},{'id': '64', 'type': 'expression_statement', 'children': ['65']},{'id': '65', 'type': 'call', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '67', 'type': 'argument_list', 'children': ['68', '71']},{'id': '68', 'type': 'binary_operator', 'children': ['69', '70'], 'value': '%'},{'id': '69', 'type': 'string', 'children': [], 'value': "'\\n[%s]'"},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'group'},{'id': '71', 'type': 'keyword_argument', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'file'},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'fobj'},{'id': '74', 'type': 'expression_statement', 'children': ['75']},{'id': '75', 'type': 'call', 'children': ['76', '77']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '77', 'type': 'argument_list', 'children': ['78', '79']},{'id': '78', 'type': 'string', 'children': [], 'value': '""'},{'id': '79', 'type': 'keyword_argument', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'file'},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'fobj'},{'id': '82', 'type': 'expression_statement', 'children': ['83']},{'id': '83', 'type': 'call', 'children': ['84', '85']},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'print_omega_channel'},{'id': '85', 'type': 'argument_list', 'children': ['86', '87']},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'channel'},{'id': '87', 'type': 'keyword_argument', 'children': ['88', '89']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'file'},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'fobj'},{'id': '90', 'type': 'finally_clause', 'children': ['91']},{'id': '91', 'type': 'block', 'children': ['92']},{'id': '92', 'type': 'if_statement', 'children': ['93', '94']},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'close'},{'id': '94', 'type': 'block', 'children': ['95']},{'id': '95', 'type': 'expression_statement', 'children': ['96']},{'id': '96', 'type': 'call', 'children': ['97', '100']},{'id': '97', 'type': 'attribute', 'children': ['98', '99']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'fobj'},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'close'},{'id': '100', 'type': 'argument_list', 'children': []} | def write_omega_scan_config(channellist, fobj, header=True):
if isinstance(fobj, FILE_LIKE):
close = False
else:
fobj = open(fobj, 'w')
close = True
try:
if header:
print('
print('
group = None
for channel in channellist:
if channel.group != group:
group = channel.group
print('\n[%s]' % group, file=fobj)
print("", file=fobj)
print_omega_channel(channel, file=fobj)
finally:
if close:
fobj.close() |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'coalesce'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'block', 'children': ['6', '22', '28', '35', '153', '159']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'call', 'children': ['8', '11']},{'id': '8', 'type': 'attribute', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '11', 'type': 'argument_list', 'children': ['12']},{'id': '12', 'type': 'keyword_argument', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '14', 'type': 'lambda', 'children': ['15', '17']},{'id': '15', 'type': 'lambda_parameters', 'children': ['16']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'ts'},{'id': '17', 'type': 'attribute', 'children': ['18', '21']},{'id': '18', 'type': 'attribute', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'ts'},{'id': '20', 'type': 'identifier', 'children': [], 'value': 't0'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '22', 'type': 'expression_statement', 'children': ['23']},{'id': '23', 'type': 'assignment', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '25', 'type': 'assignment', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '27', 'type': 'integer', 'children': [], 'value': '0'},{'id': '28', 'type': 'expression_statement', 'children': ['29']},{'id': '29', 'type': 'assignment', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'N'},{'id': '31', 'type': 'call', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '33', 'type': 'argument_list', 'children': ['34']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '35', 'type': 'while_statement', 'children': ['36', '39']},{'id': '36', 'type': 'comparison_operator', 'children': ['37', '38'], 'value': '<'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'N'},{'id': '39', 'type': 'block', 'children': ['40', '46', '50', '149']},{'id': '40', 'type': 'expression_statement', 'children': ['41']},{'id': '41', 'type': 'assignment', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'this'},{'id': '43', 'type': 'subscript', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '46', 'type': 'expression_statement', 'children': ['47']},{'id': '47', 'type': 'augmented_assignment', 'children': ['48', '49'], 'value': '+='},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '49', 'type': 'integer', 'children': [], 'value': '1'},{'id': '50', 'type': 'if_statement', 'children': ['51', '65', '141']},{'id': '51', 'type': 'boolean_operator', 'children': ['52', '55'], 'value': 'and'},{'id': '52', 'type': 'comparison_operator', 'children': ['53', '54'], 'value': '<'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'N'},{'id': '55', 'type': 'comparison_operator', 'children': ['56', '64'], 'value': '=='},{'id': '56', 'type': 'call', 'children': ['57', '60']},{'id': '57', 'type': 'attribute', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'this'},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'is_contiguous'},{'id': '60', 'type': 'argument_list', 'children': ['61']},{'id': '61', 'type': 'subscript', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '64', 'type': 'integer', 'children': [], 'value': '1'},{'id': '65', 'type': 'block', 'children': ['66']},{'id': '66', 'type': 'while_statement', 'children': ['67', '79']},{'id': '67', 'type': 'boolean_operator', 'children': ['68', '71'], 'value': 'and'},{'id': '68', 'type': 'comparison_operator', 'children': ['69', '70'], 'value': '<'},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'N'},{'id': '71', 'type': 'call', 'children': ['72', '75']},{'id': '72', 'type': 'attribute', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'this'},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'is_contiguous'},{'id': '75', 'type': 'argument_list', 'children': ['76']},{'id': '76', 'type': 'subscript', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '79', 'type': 'block', 'children': ['80', '137']},{'id': '80', 'type': 'try_statement', 'children': ['81', '97']},{'id': '81', 'type': 'block', 'children': ['82']},{'id': '82', 'type': 'expression_statement', 'children': ['83']},{'id': '83', 'type': 'assignment', 'children': ['84', '85']},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'this'},{'id': '85', 'type': 'assignment', 'children': ['86', '89']},{'id': '86', 'type': 'subscript', 'children': ['87', '88']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '89', 'type': 'call', 'children': ['90', '93']},{'id': '90', 'type': 'attribute', 'children': ['91', '92']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'this'},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '93', 'type': 'argument_list', 'children': ['94']},{'id': '94', 'type': 'subscript', 'children': ['95', '96']},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '97', 'type': 'except_clause', 'children': ['98', '102']},{'id': '98', 'type': 'as_pattern', 'children': ['99', '100']},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '100', 'type': 'as_pattern_target', 'children': ['101']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'exc'},{'id': '102', 'type': 'block', 'children': ['103']},{'id': '103', 'type': 'if_statement', 'children': ['104', '110', '134']},{'id': '104', 'type': 'comparison_operator', 'children': ['105', '106'], 'value': 'in'},{'id': '105', 'type': 'string', 'children': [], 'value': "'cannot resize this array'"},{'id': '106', 'type': 'call', 'children': ['107', '108']},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '108', 'type': 'argument_list', 'children': ['109']},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'exc'},{'id': '110', 'type': 'block', 'children': ['111', '119']},{'id': '111', 'type': 'expression_statement', 'children': ['112']},{'id': '112', 'type': 'assignment', 'children': ['113', '114']},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'this'},{'id': '114', 'type': 'call', 'children': ['115', '118']},{'id': '115', 'type': 'attribute', 'children': ['116', '117']},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'this'},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'copy'},{'id': '118', 'type': 'argument_list', 'children': []},{'id': '119', 'type': 'expression_statement', 'children': ['120']},{'id': '120', 'type': 'assignment', 'children': ['121', '122']},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'this'},{'id': '122', 'type': 'assignment', 'children': ['123', '126']},{'id': '123', 'type': 'subscript', 'children': ['124', '125']},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '126', 'type': 'call', 'children': ['127', '130']},{'id': '127', 'type': 'attribute', 'children': ['128', '129']},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'this'},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '130', 'type': 'argument_list', 'children': ['131']},{'id': '131', 'type': 'subscript', 'children': ['132', '133']},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '133', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '134', 'type': 'else_clause', 'children': ['135']},{'id': '135', 'type': 'block', 'children': ['136']},{'id': '136', 'type': 'raise_statement', 'children': []},{'id': '137', 'type': 'expression_statement', 'children': ['138']},{'id': '138', 'type': 'augmented_assignment', 'children': ['139', '140'], 'value': '+='},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '140', 'type': 'integer', 'children': [], 'value': '1'},{'id': '141', 'type': 'else_clause', 'children': ['142']},{'id': '142', 'type': 'block', 'children': ['143']},{'id': '143', 'type': 'expression_statement', 'children': ['144']},{'id': '144', 'type': 'assignment', 'children': ['145', '148']},{'id': '145', 'type': 'subscript', 'children': ['146', '147']},{'id': '146', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'this'},{'id': '149', 'type': 'expression_statement', 'children': ['150']},{'id': '150', 'type': 'augmented_assignment', 'children': ['151', '152'], 'value': '+='},{'id': '151', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '152', 'type': 'integer', 'children': [], 'value': '1'},{'id': '153', 'type': 'delete_statement', 'children': ['154']},{'id': '154', 'type': 'subscript', 'children': ['155', '156']},{'id': '155', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '156', 'type': 'slice', 'children': ['157', '158']},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '158', 'type': 'colon', 'children': []},{'id': '159', 'type': 'return_statement', 'children': ['160']},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'self'} | def coalesce(self):
self.sort(key=lambda ts: ts.t0.value)
i = j = 0
N = len(self)
while j < N:
this = self[j]
j += 1
if j < N and this.is_contiguous(self[j]) == 1:
while j < N and this.is_contiguous(self[j]):
try:
this = self[i] = this.append(self[j])
except ValueError as exc:
if 'cannot resize this array' in str(exc):
this = this.copy()
this = self[i] = this.append(self[j])
else:
raise
j += 1
else:
self[i] = this
i += 1
del self[i:]
return self |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '14']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'read_cache'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'cachefile'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'coltype'},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'LIGOTimeGPS'},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '10', 'type': 'None', 'children': []},{'id': '11', 'type': 'default_parameter', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'segment'},{'id': '13', 'type': 'None', 'children': []},{'id': '14', 'type': 'block', 'children': ['15', '52', '68', '81', '93']},{'id': '15', 'type': 'if_statement', 'children': ['16', '22']},{'id': '16', 'type': 'not_operator', 'children': ['17']},{'id': '17', 'type': 'call', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '19', 'type': 'argument_list', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'cachefile'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'FILE_LIKE'},{'id': '22', 'type': 'block', 'children': ['23']},{'id': '23', 'type': 'with_statement', 'children': ['24', '37']},{'id': '24', 'type': 'with_clause', 'children': ['25']},{'id': '25', 'type': 'with_item', 'children': ['26']},{'id': '26', 'type': 'as_pattern', 'children': ['27', '35']},{'id': '27', 'type': 'call', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'open'},{'id': '29', 'type': 'argument_list', 'children': ['30', '34']},{'id': '30', 'type': 'call', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'file_path'},{'id': '32', 'type': 'argument_list', 'children': ['33']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'cachefile'},{'id': '34', 'type': 'string', 'children': [], 'value': "'r'"},{'id': '35', 'type': 'as_pattern_target', 'children': ['36']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'fobj'},{'id': '37', 'type': 'block', 'children': ['38']},{'id': '38', 'type': 'return_statement', 'children': ['39']},{'id': '39', 'type': 'call', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'read_cache'},{'id': '41', 'type': 'argument_list', 'children': ['42', '43', '46', '49']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'fobj'},{'id': '43', 'type': 'keyword_argument', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'coltype'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'coltype'},{'id': '46', 'type': 'keyword_argument', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '49', 'type': 'keyword_argument', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'segment'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'segment'},{'id': '52', 'type': 'expression_statement', 'children': ['53']},{'id': '53', 'type': 'assignment', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'cache'},{'id': '55', 'type': 'list_comprehension', 'children': ['56', '59']},{'id': '56', 'type': 'attribute', 'children': ['57', '58']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '59', 'type': 'for_in_clause', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '61', 'type': 'call', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': '_iter_cache'},{'id': '63', 'type': 'argument_list', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'cachefile'},{'id': '65', 'type': 'keyword_argument', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'gpstype'},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'coltype'},{'id': '68', 'type': 'if_statement', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'segment'},{'id': '70', 'type': 'block', 'children': ['71']},{'id': '71', 'type': 'expression_statement', 'children': ['72']},{'id': '72', 'type': 'assignment', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'cache'},{'id': '74', 'type': 'call', 'children': ['75', '76']},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'sieve'},{'id': '76', 'type': 'argument_list', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'cache'},{'id': '78', 'type': 'keyword_argument', 'children': ['79', '80']},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'segment'},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'segment'},{'id': '81', 'type': 'if_statement', 'children': ['82', '83']},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '83', 'type': 'block', 'children': ['84']},{'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': 'cache'},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '89', 'type': 'argument_list', 'children': ['90']},{'id': '90', 'type': 'keyword_argument', 'children': ['91', '92']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '93', 'type': 'return_statement', 'children': ['94']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'cache'} | def read_cache(cachefile, coltype=LIGOTimeGPS, sort=None, segment=None):
if not isinstance(cachefile, FILE_LIKE):
with open(file_path(cachefile), 'r') as fobj:
return read_cache(fobj, coltype=coltype, sort=sort,
segment=segment)
cache = [x.path for x in _iter_cache(cachefile, gpstype=coltype)]
if segment:
cache = sieve(cache, segment=segment)
if sort:
cache.sort(key=sort)
return cache |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_learned_skills'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'lang'},{'id': '6', 'type': 'block', 'children': ['7', '23', '30']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'skills'},{'id': '10', 'type': 'list_comprehension', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'skill'},{'id': '12', 'type': 'for_in_clause', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'skill'},{'id': '14', 'type': 'subscript', 'children': ['15', '22']},{'id': '15', 'type': 'subscript', 'children': ['16', '21']},{'id': '16', 'type': 'attribute', 'children': ['17', '20']},{'id': '17', 'type': 'attribute', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'user_data'},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'language_data'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'lang'},{'id': '22', 'type': 'string', 'children': [], 'value': "'skills'"},{'id': '23', 'type': 'expression_statement', 'children': ['24']},{'id': '24', 'type': 'call', 'children': ['25', '28']},{'id': '25', 'type': 'attribute', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '27', 'type': 'identifier', 'children': [], 'value': '_compute_dependency_order'},{'id': '28', 'type': 'argument_list', 'children': ['29']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'skills'},{'id': '30', 'type': 'return_statement', 'children': ['31']},{'id': '31', 'type': 'list_comprehension', 'children': ['32', '33', '47']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'skill'},{'id': '33', 'type': 'for_in_clause', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'skill'},{'id': '35', 'type': 'call', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '37', 'type': 'argument_list', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'skills'},{'id': '39', 'type': 'keyword_argument', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '41', 'type': 'lambda', 'children': ['42', '44']},{'id': '42', 'type': 'lambda_parameters', 'children': ['43']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'skill'},{'id': '44', 'type': 'subscript', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'skill'},{'id': '46', 'type': 'string', 'children': [], 'value': "'dependency_order'"},{'id': '47', 'type': 'if_clause', 'children': ['48']},{'id': '48', 'type': 'subscript', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'skill'},{'id': '50', 'type': 'string', 'children': [], 'value': "'learned'"} | def get_learned_skills(self, lang):
skills = [skill for skill in
self.user_data.language_data[lang]['skills']]
self._compute_dependency_order(skills)
return [skill for skill in
sorted(skills, key=lambda skill: skill['dependency_order'])
if skill['learned']] |
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'children': ['15']},{'id': '15', 'type': 'call', 'children': ['16', '19']},{'id': '16', 'type': 'attribute', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'line_numbers'},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '19', 'type': 'argument_list', 'children': ['20']},{'id': '20', 'type': 'None', 'children': []},{'id': '21', 'type': 'expression_statement', 'children': ['22']},{'id': '22', 'type': 'assignment', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '24', 'type': 'subscript', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'line_numbers'},{'id': '26', 'type': 'integer', 'children': [], 'value': '0'},{'id': '27', 'type': 'expression_statement', 'children': ['28']},{'id': '28', 'type': 'assignment', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '30', 'type': 'None', 'children': []},{'id': '31', 'type': 'for_statement', 'children': ['32', '33', '38']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'line_number'},{'id': '33', 'type': 'subscript', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'line_numbers'},{'id': '35', 'type': 'slice', 'children': ['36', '37']},{'id': '36', 'type': 'integer', 'children': [], 'value': '1'},{'id': '37', 'type': 'colon', 'children': []},{'id': '38', 'type': 'block', 'children': ['39']},{'id': '39', 'type': 'if_statement', 'children': ['40', '49', '54']},{'id': '40', 'type': 'comparison_operator', 'children': ['41', '48'], 'value': '=='},{'id': '41', 'type': 'binary_operator', 'children': ['42', '47'], 'value': '+'},{'id': '42', 'type': '()', 'children': ['43']},{'id': '43', 'type': 'conditional_expression', 'children': ['44', '45', '46'], 'value': 'if'},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '47', 'type': 'integer', 'children': [], 'value': '1'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'line_number'},{'id': '49', 'type': 'block', 'children': ['50']},{'id': '50', 'type': 'expression_statement', 'children': ['51']},{'id': '51', 'type': 'assignment', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'line_number'},{'id': '54', 'type': 'else_clause', 'children': ['55']},{'id': '55', 'type': 'block', 'children': ['56', '84', '88']},{'id': '56', 'type': 'if_statement', 'children': ['57', '58', '72']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '58', 'type': 'block', 'children': ['59']},{'id': '59', 'type': 'expression_statement', 'children': ['60']},{'id': '60', 'type': 'call', 'children': ['61', '64']},{'id': '61', 'type': 'attribute', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'combined_list'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '64', 'type': 'argument_list', 'children': ['65']},{'id': '65', 'type': 'call', 'children': ['66', '69']},{'id': '66', 'type': 'attribute', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'combine_template'},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '69', 'type': 'argument_list', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '72', 'type': 'else_clause', 'children': ['73']},{'id': '73', 'type': 'block', 'children': ['74']},{'id': '74', 'type': 'expression_statement', 'children': ['75']},{'id': '75', 'type': 'call', 'children': ['76', '79']},{'id': '76', 'type': 'attribute', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'combined_list'},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '79', 'type': 'argument_list', 'children': ['80']},{'id': '80', 'type': 'call', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'str'},{'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': 'start'},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'line_number'},{'id': '88', 'type': 'expression_statement', 'children': ['89']},{'id': '89', 'type': 'assignment', 'children': ['90', '91']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '91', 'type': 'None', 'children': []},{'id': '92', 'type': 'return_statement', 'children': ['93']},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'combined_list'} | def combine_adjacent_lines(line_numbers):
combine_template = "{0}-{1}"
combined_list = []
line_numbers.append(None)
start = line_numbers[0]
end = None
for line_number in line_numbers[1:]:
if (end if end else start) + 1 == line_number:
end = line_number
else:
if end:
combined_list.append(combine_template.format(start, end))
else:
combined_list.append(str(start))
start = line_number
end = None
return combined_list |
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for name in c.items:
if not c.sorted[name]:
c.items[name].sort(key=lambda x: x.weight)
c.sorted[name] = True |
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'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'counts'},{'id': '16', 'type': 'call', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'reversed'},{'id': '18', 'type': 'argument_list', 'children': ['19']},{'id': '19', 'type': 'call', 'children': ['20', '32']},{'id': '20', 'type': 'attribute', 'children': ['21', '31']},{'id': '21', 'type': 'call', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'Counter'},{'id': '23', 'type': 'generator_expression', 'children': ['24', '25', '28']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'token'},{'id': '25', 'type': 'for_in_clause', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'sets'},{'id': '28', 'type': 'for_in_clause', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'token'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'most_common'},{'id': '32', 'type': 'argument_list', 'children': []},{'id': '33', 'type': 'expression_statement', 'children': ['34']},{'id': '34', 'type': 'assignment', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '36', 'type': 'call', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'dict'},{'id': '38', 'type': 'generator_expression', 'children': ['39', '42']},{'id': '39', 'type': 'tuple', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'token'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '42', 'type': 'for_in_clause', 'children': ['43', '48']},{'id': '43', 'type': 'pattern_list', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '45', 'type': 'tuple_pattern', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'token'},{'id': '47', 'type': 'identifier', 'children': [], 'value': '_'},{'id': '48', 'type': 'call', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'enumerate'},{'id': '50', 'type': 'argument_list', 'children': ['51']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'counts'},{'id': '52', 'type': 'expression_statement', 'children': ['53']},{'id': '53', 'type': 'assignment', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'sets'},{'id': '55', 'type': 'list_comprehension', 'children': ['56', '68']},{'id': '56', 'type': 'call', 'children': ['57', '60']},{'id': '57', 'type': 'attribute', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '60', 'type': 'argument_list', 'children': ['61']},{'id': '61', 'type': 'list_comprehension', 'children': ['62', '65']},{'id': '62', 'type': 'subscript', 'children': ['63', '64']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'token'},{'id': '65', 'type': 'for_in_clause', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'token'},{'id': '67', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '68', 'type': 'for_in_clause', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'sets'},{'id': '71', 'type': 'expression_statement', 'children': ['72']},{'id': '72', 'type': 'call', 'children': ['73', '76']},{'id': '73', 'type': 'attribute', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'logging'},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'debug'},{'id': '76', 'type': 'argument_list', 'children': ['77']},{'id': '77', 'type': 'string', 'children': [], 'value': '"Done applying frequency order."'},{'id': '78', 'type': 'return_statement', 'children': ['79']},{'id': '79', 'type': 'expression_list', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'sets'},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'order'} | def _frequency_order_transform(sets):
logging.debug("Applying frequency order transform on tokens...")
counts = reversed(Counter(token for s in sets for token in s).most_common())
order = dict((token, i) for i, (token, _) in enumerate(counts))
sets = [np.sort([order[token] for token in s]) for s in sets]
logging.debug("Done applying frequency order.")
return sets, order |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '21']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'to_numpy_vectors'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '13', '18']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'variable_order'},{'id': '7', 'type': 'None', 'children': []},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'dtype'},{'id': '10', 'type': 'attribute', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'float'},{'id': '13', 'type': 'default_parameter', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'index_dtype'},{'id': '15', 'type': 'attribute', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'int64'},{'id': '18', 'type': 'default_parameter', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'sort_indices'},{'id': '20', 'type': 'False', 'children': []},{'id': '21', 'type': 'block', 'children': ['22', '28', '34', '41', '48', '60', '72', '84', '248', '326']},{'id': '22', 'type': 'expression_statement', 'children': ['23']},{'id': '23', 'type': 'assignment', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'linear'},{'id': '25', 'type': 'attribute', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'linear'},{'id': '28', 'type': 'expression_statement', 'children': ['29']},{'id': '29', 'type': 'assignment', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'quadratic'},{'id': '31', 'type': 'attribute', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'quadratic'},{'id': '34', 'type': 'expression_statement', 'children': ['35']},{'id': '35', 'type': 'assignment', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'num_variables'},{'id': '37', 'type': 'call', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '39', 'type': 'argument_list', 'children': ['40']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'linear'},{'id': '41', 'type': 'expression_statement', 'children': ['42']},{'id': '42', 'type': 'assignment', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'num_interactions'},{'id': '44', 'type': 'call', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '46', 'type': 'argument_list', 'children': ['47']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'quadratic'},{'id': '48', 'type': 'expression_statement', 'children': ['49']},{'id': '49', 'type': 'assignment', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'irow'},{'id': '51', 'type': 'call', 'children': ['52', '55']},{'id': '52', 'type': 'attribute', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'empty'},{'id': '55', 'type': 'argument_list', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'num_interactions'},{'id': '57', 'type': 'keyword_argument', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'dtype'},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'index_dtype'},{'id': '60', 'type': 'expression_statement', 'children': ['61']},{'id': '61', 'type': 'assignment', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'icol'},{'id': '63', 'type': 'call', 'children': ['64', '67']},{'id': '64', 'type': 'attribute', 'children': ['65', '66']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'empty'},{'id': '67', 'type': 'argument_list', 'children': ['68', '69']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'num_interactions'},{'id': '69', 'type': 'keyword_argument', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'dtype'},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'index_dtype'},{'id': '72', 'type': 'expression_statement', 'children': ['73']},{'id': '73', 'type': 'assignment', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'qdata'},{'id': '75', 'type': 'call', 'children': ['76', '79']},{'id': '76', 'type': 'attribute', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'empty'},{'id': '79', 'type': 'argument_list', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'num_interactions'},{'id': '81', 'type': 'keyword_argument', 'children': ['82', '83']},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'dtype'},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'dtype'},{'id': '84', 'type': 'if_statement', 'children': ['85', '88', '161']},{'id': '85', 'type': 'comparison_operator', 'children': ['86', '87'], 'value': 'is'},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'variable_order'},{'id': '87', 'type': 'None', 'children': []},{'id': '88', 'type': 'block', 'children': ['89', '126']},{'id': '89', 'type': 'try_statement', 'children': ['90', '115']},{'id': '90', 'type': 'block', 'children': ['91']},{'id': '91', 'type': 'expression_statement', 'children': ['92']},{'id': '92', 'type': 'assignment', 'children': ['93', '94']},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'ldata'},{'id': '94', 'type': 'call', 'children': ['95', '98']},{'id': '95', 'type': 'attribute', 'children': ['96', '97']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'fromiter'},{'id': '98', 'type': 'argument_list', 'children': ['99', '109', '112']},{'id': '99', 'type': 'generator_expression', 'children': ['100', '103']},{'id': '100', 'type': 'subscript', 'children': ['101', '102']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'linear'},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '103', 'type': 'for_in_clause', 'children': ['104', '105']},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '105', 'type': 'call', 'children': ['106', '107']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '107', 'type': 'argument_list', 'children': ['108']},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'num_variables'},{'id': '109', 'type': 'keyword_argument', 'children': ['110', '111']},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'count'},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'num_variables'},{'id': '112', 'type': 'keyword_argument', 'children': ['113', '114']},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'dtype'},{'id': '114', 'type': 'identifier', 'children': [], 'value': 'dtype'},{'id': '115', 'type': 'except_clause', 'children': ['116', '117']},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'KeyError'},{'id': '117', 'type': 'block', 'children': ['118']},{'id': '118', 'type': 'raise_statement', 'children': ['119']},{'id': '119', 'type': 'call', 'children': ['120', '121']},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '121', 'type': 'argument_list', 'children': ['122']},{'id': '122', 'type': '()', 'children': ['123']},{'id': '123', 'type': 'concatenated_string', 'children': ['124', '125']},{'id': '124', 'type': 'string', 'children': [], 'value': '"if \'variable_order\' is not provided, binary quadratic model must be "'},{'id': '125', 'type': 'string', 'children': [], 'value': '"index labeled [0, ..., N-1]"'},{'id': '126', 'type': 'for_statement', 'children': ['127', '134', '142']},{'id': '127', 'type': 'pattern_list', 'children': ['128', '129']},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '129', 'type': 'tuple_pattern', 'children': ['130', '133']},{'id': '130', 'type': 'tuple_pattern', 'children': ['131', '132']},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'u'},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '133', 'type': 'identifier', 'children': [], 'value': 'bias'},{'id': '134', 'type': 'call', 'children': ['135', '136']},{'id': '135', 'type': 'identifier', 'children': [], 'value': 'enumerate'},{'id': '136', 'type': 'argument_list', 'children': ['137']},{'id': '137', 'type': 'call', 'children': ['138', '141']},{'id': '138', 'type': 'attribute', 'children': ['139', '140']},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'quadratic'},{'id': '140', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '141', 'type': 'argument_list', 'children': []},{'id': '142', 'type': 'block', 'children': ['143', '149', '155']},{'id': '143', 'type': 'expression_statement', 'children': ['144']},{'id': '144', 'type': 'assignment', 'children': ['145', '148']},{'id': '145', 'type': 'subscript', 'children': ['146', '147']},{'id': '146', 'type': 'identifier', 'children': [], 'value': 'irow'},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'u'},{'id': '149', 'type': 'expression_statement', 'children': ['150']},{'id': '150', 'type': 'assignment', 'children': ['151', '154']},{'id': '151', 'type': 'subscript', 'children': ['152', '153']},{'id': '152', 'type': 'identifier', 'children': [], 'value': 'icol'},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '155', 'type': 'expression_statement', 'children': ['156']},{'id': '156', 'type': 'assignment', 'children': ['157', '160']},{'id': '157', 'type': 'subscript', 'children': ['158', '159']},{'id': '158', 'type': 'identifier', 'children': [], 'value': 'qdata'},{'id': '159', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'bias'},{'id': '161', 'type': 'else_clause', 'children': ['162']},{'id': '162', 'type': 'block', 'children': ['163', '194', '209']},{'id': '163', 'type': 'try_statement', 'children': ['164', '186']},{'id': '164', 'type': 'block', 'children': ['165']},{'id': '165', 'type': 'expression_statement', 'children': ['166']},{'id': '166', 'type': 'assignment', 'children': ['167', '168']},{'id': '167', 'type': 'identifier', 'children': [], 'value': 'ldata'},{'id': '168', 'type': 'call', 'children': ['169', '172']},{'id': '169', 'type': 'attribute', 'children': ['170', '171']},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '171', 'type': 'identifier', 'children': [], 'value': 'fromiter'},{'id': '172', 'type': 'argument_list', 'children': ['173', '180', '183']},{'id': '173', 'type': 'generator_expression', 'children': ['174', '177']},{'id': '174', 'type': 'subscript', 'children': ['175', '176']},{'id': '175', 'type': 'identifier', 'children': [], 'value': 'linear'},{'id': '176', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '177', 'type': 'for_in_clause', 'children': ['178', '179']},{'id': '178', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '179', 'type': 'identifier', 'children': [], 'value': 'variable_order'},{'id': '180', 'type': 'keyword_argument', 'children': ['181', '182']},{'id': '181', 'type': 'identifier', 'children': [], 'value': 'count'},{'id': '182', 'type': 'identifier', 'children': [], 'value': 'num_variables'},{'id': '183', 'type': 'keyword_argument', 'children': ['184', '185']},{'id': '184', 'type': 'identifier', 'children': [], 'value': 'dtype'},{'id': '185', 'type': 'identifier', 'children': [], 'value': 'dtype'},{'id': '186', 'type': 'except_clause', 'children': ['187', '188']},{'id': '187', 'type': 'identifier', 'children': [], 'value': 'KeyError'},{'id': '188', 'type': 'block', 'children': ['189']},{'id': '189', 'type': 'raise_statement', 'children': ['190']},{'id': '190', 'type': 'call', 'children': ['191', '192']},{'id': '191', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '192', 'type': 'argument_list', 'children': ['193']},{'id': '193', 'type': 'string', 'children': [], 'value': '"provided \'variable_order\' does not match binary quadratic model"'},{'id': '194', 'type': 'expression_statement', 'children': ['195']},{'id': '195', 'type': 'assignment', 'children': ['196', '197']},{'id': '196', 'type': 'identifier', 'children': [], 'value': 'label_to_idx'},{'id': '197', 'type': 'dictionary_comprehension', 'children': ['198', '201']},{'id': '198', 'type': 'pair', 'children': ['199', '200']},{'id': '199', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '200', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '201', 'type': 'for_in_clause', 'children': ['202', '205']},{'id': '202', 'type': 'pattern_list', 'children': ['203', '204']},{'id': '203', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '204', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '205', 'type': 'call', 'children': ['206', '207']},{'id': '206', 'type': 'identifier', 'children': [], 'value': 'enumerate'},{'id': '207', 'type': 'argument_list', 'children': ['208']},{'id': '208', 'type': 'identifier', 'children': [], 'value': 'variable_order'},{'id': '209', 'type': 'for_statement', 'children': ['210', '217', '225']},{'id': '210', 'type': 'pattern_list', 'children': ['211', '212']},{'id': '211', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '212', 'type': 'tuple_pattern', 'children': ['213', '216']},{'id': '213', 'type': 'tuple_pattern', 'children': ['214', '215']},{'id': '214', 'type': 'identifier', 'children': [], 'value': 'u'},{'id': '215', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '216', 'type': 'identifier', 'children': [], 'value': 'bias'},{'id': '217', 'type': 'call', 'children': ['218', '219']},{'id': '218', 'type': 'identifier', 'children': [], 'value': 'enumerate'},{'id': '219', 'type': 'argument_list', 'children': ['220']},{'id': '220', 'type': 'call', 'children': ['221', '224']},{'id': '221', 'type': 'attribute', 'children': ['222', '223']},{'id': '222', 'type': 'identifier', 'children': [], 'value': 'quadratic'},{'id': '223', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '224', 'type': 'argument_list', 'children': []},{'id': '225', 'type': 'block', 'children': ['226', '234', '242']},{'id': '226', 'type': 'expression_statement', 'children': ['227']},{'id': '227', 'type': 'assignment', 'children': ['228', '231']},{'id': '228', 'type': 'subscript', 'children': ['229', '230']},{'id': '229', 'type': 'identifier', 'children': [], 'value': 'irow'},{'id': '230', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '231', 'type': 'subscript', 'children': ['232', '233']},{'id': '232', 'type': 'identifier', 'children': [], 'value': 'label_to_idx'},{'id': '233', 'type': 'identifier', 'children': [], 'value': 'u'},{'id': '234', 'type': 'expression_statement', 'children': ['235']},{'id': '235', 'type': 'assignment', 'children': ['236', '239']},{'id': '236', 'type': 'subscript', 'children': ['237', '238']},{'id': '237', 'type': 'identifier', 'children': [], 'value': 'icol'},{'id': '238', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '239', 'type': 'subscript', 'children': ['240', '241']},{'id': '240', 'type': 'identifier', 'children': [], 'value': 'label_to_idx'},{'id': '241', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '242', 'type': 'expression_statement', 'children': ['243']},{'id': '243', 'type': 'assignment', 'children': ['244', '247']},{'id': '244', 'type': 'subscript', 'children': ['245', '246']},{'id': '245', 'type': 'identifier', 'children': [], 'value': 'qdata'},{'id': '246', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '247', 'type': 'identifier', 'children': [], 'value': 'bias'},{'id': '248', 'type': 'if_statement', 'children': ['249', '250']},{'id': '249', 'type': 'identifier', 'children': [], 'value': 'sort_indices'},{'id': '250', 'type': 'block', 'children': ['251', '257', '280', '291']},{'id': '251', 'type': 'expression_statement', 'children': ['252']},{'id': '252', 'type': 'assignment', 'children': ['253', '254']},{'id': '253', 'type': 'identifier', 'children': [], 'value': 'swaps'},{'id': '254', 'type': 'comparison_operator', 'children': ['255', '256'], 'value': '>'},{'id': '255', 'type': 'identifier', 'children': [], 'value': 'irow'},{'id': '256', 'type': 'identifier', 'children': [], 'value': 'icol'},{'id': '257', 'type': 'if_statement', 'children': ['258', '263']},{'id': '258', 'type': 'call', 'children': ['259', '262']},{'id': '259', 'type': 'attribute', 'children': ['260', '261']},{'id': '260', 'type': 'identifier', 'children': [], 'value': 'swaps'},{'id': '261', 'type': 'identifier', 'children': [], 'value': 'any'},{'id': '262', 'type': 'argument_list', 'children': []},{'id': '263', 'type': 'block', 'children': ['264']},{'id': '264', 'type': 'expression_statement', 'children': ['265']},{'id': '265', 'type': 'assignment', 'children': ['266', '273']},{'id': '266', 'type': 'pattern_list', 'children': ['267', '270']},{'id': '267', 'type': 'subscript', 'children': ['268', '269']},{'id': '268', 'type': 'identifier', 'children': [], 'value': 'irow'},{'id': '269', 'type': 'identifier', 'children': [], 'value': 'swaps'},{'id': '270', 'type': 'subscript', 'children': ['271', '272']},{'id': '271', 'type': 'identifier', 'children': [], 'value': 'icol'},{'id': '272', 'type': 'identifier', 'children': [], 'value': 'swaps'},{'id': '273', 'type': 'expression_list', 'children': ['274', '277']},{'id': '274', 'type': 'subscript', 'children': ['275', '276']},{'id': '275', 'type': 'identifier', 'children': [], 'value': 'icol'},{'id': '276', 'type': 'identifier', 'children': [], 'value': 'swaps'},{'id': '277', 'type': 'subscript', 'children': ['278', '279']},{'id': '278', 'type': 'identifier', 'children': [], 'value': 'irow'},{'id': '279', 'type': 'identifier', 'children': [], 'value': 'swaps'},{'id': '280', 'type': 'expression_statement', 'children': ['281']},{'id': '281', 'type': 'assignment', 'children': ['282', '283']},{'id': '282', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '283', 'type': 'call', 'children': ['284', '287']},{'id': '284', 'type': 'attribute', 'children': ['285', '286']},{'id': '285', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '286', 'type': 'identifier', 'children': [], 'value': 'lexsort'},{'id': '287', 'type': 'argument_list', 'children': ['288']},{'id': '288', 'type': 'tuple', 'children': ['289', '290']},{'id': '289', 'type': 'identifier', 'children': [], 'value': 'irow'},{'id': '290', 'type': 'identifier', 'children': [], 'value': 'icol'},{'id': '291', 'type': 'if_statement', 'children': ['292', '307']},{'id': '292', 'type': 'not_operator', 'children': ['293']},{'id': '293', 'type': 'call', 'children': ['294', '306']},{'id': '294', 'type': 'attribute', 'children': ['295', '305']},{'id': '295', 'type': '()', 'children': ['296']},{'id': '296', 'type': 'comparison_operator', 'children': ['297', '298'], 'value': '=='},{'id': '297', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '298', 'type': 'call', 'children': ['299', '300']},{'id': '299', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '300', 'type': 'argument_list', 'children': ['301']},{'id': '301', 'type': 'call', 'children': ['302', '303']},{'id': '302', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '303', 'type': 'argument_list', 'children': ['304']},{'id': '304', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '305', 'type': 'identifier', 'children': [], 'value': 'all'},{'id': '306', 'type': 'argument_list', 'children': []},{'id': '307', 'type': 'block', 'children': ['308', '314', '320']},{'id': '308', 'type': 'expression_statement', 'children': ['309']},{'id': '309', 'type': 'assignment', 'children': ['310', '311']},{'id': '310', 'type': 'identifier', 'children': [], 'value': 'irow'},{'id': '311', 'type': 'subscript', 'children': ['312', '313']},{'id': '312', 'type': 'identifier', 'children': [], 'value': 'irow'},{'id': '313', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '314', 'type': 'expression_statement', 'children': ['315']},{'id': '315', 'type': 'assignment', 'children': ['316', '317']},{'id': '316', 'type': 'identifier', 'children': [], 'value': 'icol'},{'id': '317', 'type': 'subscript', 'children': ['318', '319']},{'id': '318', 'type': 'identifier', 'children': [], 'value': 'icol'},{'id': '319', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '320', 'type': 'expression_statement', 'children': ['321']},{'id': '321', 'type': 'assignment', 'children': ['322', '323']},{'id': '322', 'type': 'identifier', 'children': [], 'value': 'qdata'},{'id': '323', 'type': 'subscript', 'children': ['324', '325']},{'id': '324', 'type': 'identifier', 'children': [], 'value': 'qdata'},{'id': '325', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '326', 'type': 'return_statement', 'children': ['327']},{'id': '327', 'type': 'expression_list', 'children': ['328', '329', '333']},{'id': '328', 'type': 'identifier', 'children': [], 'value': 'ldata'},{'id': '329', 'type': 'tuple', 'children': ['330', '331', '332']},{'id': '330', 'type': 'identifier', 'children': [], 'value': 'irow'},{'id': '331', 'type': 'identifier', 'children': [], 'value': 'icol'},{'id': '332', 'type': 'identifier', 'children': [], 'value': 'qdata'},{'id': '333', 'type': 'call', 'children': ['334', '339']},{'id': '334', 'type': 'attribute', 'children': ['335', '338']},{'id': '335', 'type': 'attribute', 'children': ['336', '337']},{'id': '336', 'type': 'identifier', 'children': [], 'value': 'ldata'},{'id': '337', 'type': 'identifier', 'children': [], 'value': 'dtype'},{'id': '338', 'type': 'identifier', 'children': [], 'value': 'type'},{'id': '339', 'type': 'argument_list', 'children': ['340']},{'id': '340', 'type': 'attribute', 'children': ['341', '342']},{'id': '341', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '342', 'type': 'identifier', 'children': [], 'value': 'offset'} | def to_numpy_vectors(self, variable_order=None, dtype=np.float, index_dtype=np.int64, sort_indices=False):
linear = self.linear
quadratic = self.quadratic
num_variables = len(linear)
num_interactions = len(quadratic)
irow = np.empty(num_interactions, dtype=index_dtype)
icol = np.empty(num_interactions, dtype=index_dtype)
qdata = np.empty(num_interactions, dtype=dtype)
if variable_order is None:
try:
ldata = np.fromiter((linear[v] for v in range(num_variables)), count=num_variables, dtype=dtype)
except KeyError:
raise ValueError(("if 'variable_order' is not provided, binary quadratic model must be "
"index labeled [0, ..., N-1]"))
for idx, ((u, v), bias) in enumerate(quadratic.items()):
irow[idx] = u
icol[idx] = v
qdata[idx] = bias
else:
try:
ldata = np.fromiter((linear[v] for v in variable_order), count=num_variables, dtype=dtype)
except KeyError:
raise ValueError("provided 'variable_order' does not match binary quadratic model")
label_to_idx = {v: idx for idx, v in enumerate(variable_order)}
for idx, ((u, v), bias) in enumerate(quadratic.items()):
irow[idx] = label_to_idx[u]
icol[idx] = label_to_idx[v]
qdata[idx] = bias
if sort_indices:
swaps = irow > icol
if swaps.any():
irow[swaps], icol[swaps] = icol[swaps], irow[swaps]
order = np.lexsort((irow, icol))
if not (order == range(len(order))).all():
irow = irow[order]
icol = icol[order]
qdata = qdata[order]
return ldata, (irow, icol, qdata), ldata.dtype.type(self.offset) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'from_samples_bqm'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'cls'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'samples_like'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'bqm'},{'id': '7', 'type': 'dictionary_splat_pattern', 'children': ['8']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '9', 'type': 'block', 'children': ['10', '17', '26']},{'id': '10', 'type': 'expression_statement', 'children': ['11']},{'id': '11', 'type': 'assignment', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'samples_like'},{'id': '13', 'type': 'call', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'as_samples'},{'id': '15', 'type': 'argument_list', 'children': ['16']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'samples_like'},{'id': '17', 'type': 'expression_statement', 'children': ['18']},{'id': '18', 'type': 'assignment', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'energies'},{'id': '20', 'type': 'call', 'children': ['21', '24']},{'id': '21', 'type': 'attribute', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'bqm'},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'energies'},{'id': '24', 'type': 'argument_list', 'children': ['25']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'samples_like'},{'id': '26', 'type': 'return_statement', 'children': ['27']},{'id': '27', 'type': 'call', 'children': ['28', '31']},{'id': '28', 'type': 'attribute', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'cls'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'from_samples'},{'id': '31', 'type': 'argument_list', 'children': ['32', '33', '36', '41']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'samples_like'},{'id': '33', 'type': 'keyword_argument', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'energy'},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'energies'},{'id': '36', 'type': 'keyword_argument', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'vartype'},{'id': '38', 'type': 'attribute', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'bqm'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'vartype'},{'id': '41', 'type': 'dictionary_splat', 'children': ['42']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'kwargs'} | def from_samples_bqm(cls, samples_like, bqm, **kwargs):
samples_like = as_samples(samples_like)
energies = bqm.energies(samples_like)
return cls.from_samples(samples_like, energy=energies, vartype=bqm.vartype, **kwargs) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'samples'},{'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': 'n'},{'id': '7', 'type': 'None', 'children': []},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'sorted_by'},{'id': '10', 'type': 'string', 'children': [], 'value': "'energy'"},{'id': '11', 'type': 'block', 'children': ['12', '30', '68']},{'id': '12', 'type': 'if_statement', 'children': ['13', '16']},{'id': '13', 'type': 'comparison_operator', 'children': ['14', '15'], 'value': 'is'},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'n'},{'id': '15', 'type': 'None', 'children': []},{'id': '16', 'type': 'block', 'children': ['17']},{'id': '17', 'type': 'return_statement', 'children': ['18']},{'id': '18', 'type': 'subscript', 'children': ['19', '27']},{'id': '19', 'type': 'call', 'children': ['20', '23']},{'id': '20', 'type': 'attribute', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'samples'},{'id': '23', 'type': 'argument_list', 'children': ['24']},{'id': '24', 'type': 'keyword_argument', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'sorted_by'},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'sorted_by'},{'id': '27', 'type': 'slice', 'children': ['28', '29']},{'id': '28', 'type': 'colon', 'children': []},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'n'},{'id': '30', 'type': 'if_statement', 'children': ['31', '34', '43']},{'id': '31', 'type': 'comparison_operator', 'children': ['32', '33'], 'value': 'is'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'sorted_by'},{'id': '33', 'type': 'None', 'children': []},{'id': '34', 'type': 'block', 'children': ['35']},{'id': '35', 'type': 'expression_statement', 'children': ['36']},{'id': '36', 'type': 'assignment', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'samples'},{'id': '38', 'type': 'attribute', 'children': ['39', '42']},{'id': '39', 'type': 'attribute', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'record'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'sample'},{'id': '43', 'type': 'else_clause', 'children': ['44']},{'id': '44', 'type': 'block', 'children': ['45', '58']},{'id': '45', 'type': 'expression_statement', 'children': ['46']},{'id': '46', 'type': 'assignment', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '48', 'type': 'call', 'children': ['49', '52']},{'id': '49', 'type': 'attribute', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'argsort'},{'id': '52', 'type': 'argument_list', 'children': ['53']},{'id': '53', 'type': 'subscript', 'children': ['54', '57']},{'id': '54', 'type': 'attribute', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'record'},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'sorted_by'},{'id': '58', 'type': 'expression_statement', 'children': ['59']},{'id': '59', 'type': 'assignment', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'samples'},{'id': '61', 'type': 'subscript', 'children': ['62', '67']},{'id': '62', 'type': 'attribute', 'children': ['63', '66']},{'id': '63', 'type': 'attribute', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'record'},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'sample'},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '68', 'type': 'return_statement', 'children': ['69']},{'id': '69', 'type': 'call', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'SamplesArray'},{'id': '71', 'type': 'argument_list', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'samples'},{'id': '73', 'type': 'attribute', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'variables'} | def samples(self, n=None, sorted_by='energy'):
if n is not None:
return self.samples(sorted_by=sorted_by)[:n]
if sorted_by is None:
samples = self.record.sample
else:
order = np.argsort(self.record[sorted_by])
samples = self.record.sample[order]
return SamplesArray(samples, self.variables) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'append_variables'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'samples_like'},{'id': '6', 'type': 'default_parameter', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'sort_labels'},{'id': '8', 'type': 'True', 'children': []},{'id': '9', 'type': 'block', 'children': ['10', '19', '26', '75', '81', '101', '110', '125']},{'id': '10', 'type': 'expression_statement', 'children': ['11']},{'id': '11', 'type': 'assignment', 'children': ['12', '15']},{'id': '12', 'type': 'pattern_list', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'samples'},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'labels'},{'id': '15', 'type': 'call', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'as_samples'},{'id': '17', 'type': 'argument_list', 'children': ['18']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'samples_like'},{'id': '19', 'type': 'expression_statement', 'children': ['20']},{'id': '20', 'type': 'assignment', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'num_samples'},{'id': '22', 'type': 'call', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '24', 'type': 'argument_list', 'children': ['25']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '26', 'type': 'if_statement', 'children': ['27', '34', '36', '60']},{'id': '27', 'type': 'comparison_operator', 'children': ['28', '33'], 'value': '=='},{'id': '28', 'type': 'subscript', 'children': ['29', '32']},{'id': '29', 'type': 'attribute', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'samples'},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'shape'},{'id': '32', 'type': 'integer', 'children': [], 'value': '0'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'num_samples'},{'id': '34', 'type': 'block', 'children': ['35']},{'id': '35', 'type': 'pass_statement', 'children': []},{'id': '36', 'type': 'elif_clause', 'children': ['37', '46']},{'id': '37', 'type': 'boolean_operator', 'children': ['38', '45'], 'value': 'and'},{'id': '38', 'type': 'comparison_operator', 'children': ['39', '44'], 'value': '=='},{'id': '39', 'type': 'subscript', 'children': ['40', '43']},{'id': '40', 'type': 'attribute', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'samples'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'shape'},{'id': '43', 'type': 'integer', 'children': [], 'value': '0'},{'id': '44', 'type': 'integer', 'children': [], 'value': '1'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'num_samples'},{'id': '46', 'type': 'block', 'children': ['47']},{'id': '47', 'type': 'expression_statement', 'children': ['48']},{'id': '48', 'type': 'assignment', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'samples'},{'id': '50', 'type': 'call', 'children': ['51', '54']},{'id': '51', 'type': 'attribute', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'repeat'},{'id': '54', 'type': 'argument_list', 'children': ['55', '56', '57']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'samples'},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'num_samples'},{'id': '57', 'type': 'keyword_argument', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'axis'},{'id': '59', 'type': 'integer', 'children': [], 'value': '0'},{'id': '60', 'type': 'else_clause', 'children': ['61']},{'id': '61', 'type': 'block', 'children': ['62', '70']},{'id': '62', 'type': 'expression_statement', 'children': ['63']},{'id': '63', 'type': 'assignment', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'msg'},{'id': '65', 'type': '()', 'children': ['66']},{'id': '66', 'type': 'concatenated_string', 'children': ['67', '68', '69']},{'id': '67', 'type': 'string', 'children': [], 'value': '"mismatched shape. The samples to append should either be "'},{'id': '68', 'type': 'string', 'children': [], 'value': '"a single sample or should match the length of the sample "'},{'id': '69', 'type': 'string', 'children': [], 'value': '"set. Empty sample sets cannot be appended to."'},{'id': '70', 'type': 'raise_statement', 'children': ['71']},{'id': '71', 'type': 'call', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '73', 'type': 'argument_list', 'children': ['74']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'msg'},{'id': '75', 'type': 'expression_statement', 'children': ['76']},{'id': '76', 'type': 'assignment', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'variables'},{'id': '78', 'type': 'attribute', 'children': ['79', '80']},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'variables'},{'id': '81', 'type': 'if_statement', 'children': ['82', '91']},{'id': '82', 'type': 'call', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'any'},{'id': '84', 'type': 'generator_expression', 'children': ['85', '88']},{'id': '85', 'type': 'comparison_operator', 'children': ['86', '87'], 'value': 'in'},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'variables'},{'id': '88', 'type': 'for_in_clause', 'children': ['89', '90']},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'labels'},{'id': '91', 'type': 'block', 'children': ['92', '96']},{'id': '92', 'type': 'expression_statement', 'children': ['93']},{'id': '93', 'type': 'assignment', 'children': ['94', '95']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'msg'},{'id': '95', 'type': 'string', 'children': [], 'value': '"Appended samples cannot contain variables in sample set"'},{'id': '96', 'type': 'raise_statement', 'children': ['97']},{'id': '97', 'type': 'call', 'children': ['98', '99']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '99', 'type': 'argument_list', 'children': ['100']},{'id': '100', 'type': 'identifier', 'children': [], 'value': 'msg'},{'id': '101', 'type': 'expression_statement', 'children': ['102']},{'id': '102', 'type': 'assignment', 'children': ['103', '104']},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'new_variables'},{'id': '104', 'type': 'binary_operator', 'children': ['105', '109'], 'value': '+'},{'id': '105', 'type': 'call', 'children': ['106', '107']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '107', 'type': 'argument_list', 'children': ['108']},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'variables'},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'labels'},{'id': '110', 'type': 'expression_statement', 'children': ['111']},{'id': '111', 'type': 'assignment', 'children': ['112', '113']},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'new_samples'},{'id': '113', 'type': 'call', 'children': ['114', '117']},{'id': '114', 'type': 'attribute', 'children': ['115', '116']},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'hstack'},{'id': '117', 'type': 'argument_list', 'children': ['118']},{'id': '118', 'type': 'tuple', 'children': ['119', '124']},{'id': '119', 'type': 'attribute', 'children': ['120', '123']},{'id': '120', 'type': 'attribute', 'children': ['121', '122']},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'record'},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'sample'},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'samples'},{'id': '125', 'type': 'return_statement', 'children': ['126']},{'id': '126', 'type': 'call', 'children': ['127', '133']},{'id': '127', 'type': 'attribute', 'children': ['128', '132']},{'id': '128', 'type': 'call', 'children': ['129', '130']},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'type'},{'id': '130', 'type': 'argument_list', 'children': ['131']},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'from_samples'},{'id': '133', 'type': 'argument_list', 'children': ['134', '137', '140', '150', '153']},{'id': '134', 'type': 'tuple', 'children': ['135', '136']},{'id': '135', 'type': 'identifier', 'children': [], 'value': 'new_samples'},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'new_variables'},{'id': '137', 'type': 'attribute', 'children': ['138', '139']},{'id': '138', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'vartype'},{'id': '140', 'type': 'keyword_argument', 'children': ['141', '142']},{'id': '141', 'type': 'identifier', 'children': [], 'value': 'info'},{'id': '142', 'type': 'call', 'children': ['143', '146']},{'id': '143', 'type': 'attribute', 'children': ['144', '145']},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'copy'},{'id': '145', 'type': 'identifier', 'children': [], 'value': 'deepcopy'},{'id': '146', 'type': 'argument_list', 'children': ['147']},{'id': '147', 'type': 'attribute', 'children': ['148', '149']},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '149', 'type': 'identifier', 'children': [], 'value': 'info'},{'id': '150', 'type': 'keyword_argument', 'children': ['151', '152']},{'id': '151', 'type': 'identifier', 'children': [], 'value': 'sort_labels'},{'id': '152', 'type': 'identifier', 'children': [], 'value': 'sort_labels'},{'id': '153', 'type': 'dictionary_splat', 'children': ['154']},{'id': '154', 'type': 'attribute', 'children': ['155', '156']},{'id': '155', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '156', 'type': 'identifier', 'children': [], 'value': 'data_vectors'} | def append_variables(self, samples_like, sort_labels=True):
samples, labels = as_samples(samples_like)
num_samples = len(self)
if samples.shape[0] == num_samples:
pass
elif samples.shape[0] == 1 and num_samples:
samples = np.repeat(samples, num_samples, axis=0)
else:
msg = ("mismatched shape. The samples to append should either be "
"a single sample or should match the length of the sample "
"set. Empty sample sets cannot be appended to.")
raise ValueError(msg)
variables = self.variables
if any(v in variables for v in labels):
msg = "Appended samples cannot contain variables in sample set"
raise ValueError(msg)
new_variables = list(variables) + labels
new_samples = np.hstack((self.record.sample, samples))
return type(self).from_samples((new_samples, new_variables),
self.vartype,
info=copy.deepcopy(self.info),
sort_labels=sort_labels,
**self.data_vectors) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'slice'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '7']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'list_splat_pattern', 'children': ['6']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'slice_args'},{'id': '7', 'type': 'dictionary_splat_pattern', 'children': ['8']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '9', 'type': 'block', 'children': ['10', '20', '41', '61', '99']},{'id': '10', 'type': 'expression_statement', 'children': ['11']},{'id': '11', 'type': 'assignment', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'sorted_by'},{'id': '13', 'type': 'call', 'children': ['14', '17']},{'id': '14', 'type': 'attribute', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'pop'},{'id': '17', 'type': 'argument_list', 'children': ['18', '19']},{'id': '18', 'type': 'string', 'children': [], 'value': "'sorted_by'"},{'id': '19', 'type': 'string', 'children': [], 'value': "'energy'"},{'id': '20', 'type': 'if_statement', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '22', 'type': 'block', 'children': ['23']},{'id': '23', 'type': 'raise_statement', 'children': ['24']},{'id': '24', 'type': 'call', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'TypeError'},{'id': '26', 'type': 'argument_list', 'children': ['27']},{'id': '27', 'type': 'call', 'children': ['28', '33']},{'id': '28', 'type': 'attribute', 'children': ['29', '32']},{'id': '29', 'type': 'concatenated_string', 'children': ['30', '31']},{'id': '30', 'type': 'string', 'children': [], 'value': "'slice got an unexpected '"},{'id': '31', 'type': 'string', 'children': [], 'value': "'keyword argument {!r}'"},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '33', 'type': 'argument_list', 'children': ['34']},{'id': '34', 'type': 'subscript', 'children': ['35', '40']},{'id': '35', 'type': 'call', 'children': ['36', '39']},{'id': '36', 'type': 'attribute', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'popitem'},{'id': '39', 'type': 'argument_list', 'children': []},{'id': '40', 'type': 'integer', 'children': [], 'value': '0'},{'id': '41', 'type': 'if_statement', 'children': ['42', '43', '52']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'slice_args'},{'id': '43', 'type': 'block', 'children': ['44']},{'id': '44', 'type': 'expression_statement', 'children': ['45']},{'id': '45', 'type': 'assignment', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'selector'},{'id': '47', 'type': 'call', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'slice'},{'id': '49', 'type': 'argument_list', 'children': ['50']},{'id': '50', 'type': 'list_splat', 'children': ['51']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'slice_args'},{'id': '52', 'type': 'else_clause', 'children': ['53']},{'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': 'selector'},{'id': '57', 'type': 'call', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'slice'},{'id': '59', 'type': 'argument_list', 'children': ['60']},{'id': '60', 'type': 'None', 'children': []},{'id': '61', 'type': 'if_statement', 'children': ['62', '65', '74']},{'id': '62', 'type': 'comparison_operator', 'children': ['63', '64'], 'value': 'is'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'sorted_by'},{'id': '64', 'type': 'None', 'children': []},{'id': '65', 'type': 'block', 'children': ['66']},{'id': '66', 'type': 'expression_statement', 'children': ['67']},{'id': '67', 'type': 'assignment', 'children': ['68', '69']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'record'},{'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': 'record'},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'selector'},{'id': '74', 'type': 'else_clause', 'children': ['75']},{'id': '75', 'type': 'block', 'children': ['76', '89']},{'id': '76', 'type': 'expression_statement', 'children': ['77']},{'id': '77', 'type': 'assignment', 'children': ['78', '79']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'sort_indices'},{'id': '79', 'type': 'call', 'children': ['80', '83']},{'id': '80', 'type': 'attribute', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'argsort'},{'id': '83', 'type': 'argument_list', 'children': ['84']},{'id': '84', 'type': 'subscript', 'children': ['85', '88']},{'id': '85', 'type': 'attribute', 'children': ['86', '87']},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'record'},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'sorted_by'},{'id': '89', 'type': 'expression_statement', 'children': ['90']},{'id': '90', 'type': 'assignment', 'children': ['91', '92']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'record'},{'id': '92', 'type': 'subscript', 'children': ['93', '96']},{'id': '93', 'type': 'attribute', 'children': ['94', '95']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'record'},{'id': '96', 'type': 'subscript', 'children': ['97', '98']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'sort_indices'},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'selector'},{'id': '99', 'type': 'return_statement', 'children': ['100']},{'id': '100', 'type': 'call', 'children': ['101', '105']},{'id': '101', 'type': 'call', 'children': ['102', '103']},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'type'},{'id': '103', 'type': 'argument_list', 'children': ['104']},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '105', 'type': 'argument_list', 'children': ['106', '107', '110', '118']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'record'},{'id': '107', 'type': 'attribute', 'children': ['108', '109']},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'variables'},{'id': '110', 'type': 'call', 'children': ['111', '114']},{'id': '111', 'type': 'attribute', 'children': ['112', '113']},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'copy'},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'deepcopy'},{'id': '114', 'type': 'argument_list', 'children': ['115']},{'id': '115', 'type': 'attribute', 'children': ['116', '117']},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'info'},{'id': '118', 'type': 'attribute', 'children': ['119', '120']},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'vartype'} | def slice(self, *slice_args, **kwargs):
sorted_by = kwargs.pop('sorted_by', 'energy')
if kwargs:
raise TypeError('slice got an unexpected '
'keyword argument {!r}'.format(kwargs.popitem()[0]))
if slice_args:
selector = slice(*slice_args)
else:
selector = slice(None)
if sorted_by is None:
record = self.record[selector]
else:
sort_indices = np.argsort(self.record[sorted_by])
record = self.record[sort_indices[selector]]
return type(self)(record, self.variables, copy.deepcopy(self.info),
self.vartype) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'describe_features'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'traj'},{'id': '6', 'type': 'block', 'children': ['7', '20', '58']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'n_f'},{'id': '10', 'type': 'subscript', 'children': ['11', '19']},{'id': '11', 'type': 'attribute', 'children': ['12', '18']},{'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': 'partial_transform'},{'id': '16', 'type': 'argument_list', 'children': ['17']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'traj'},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'shape'},{'id': '19', 'type': 'integer', 'children': [], 'value': '1'},{'id': '20', 'type': 'expression_statement', 'children': ['21']},{'id': '21', 'type': 'assignment', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'zippy'},{'id': '23', 'type': 'call', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'zip'},{'id': '25', 'type': 'argument_list', 'children': ['26', '33', '40', '47']},{'id': '26', 'type': 'call', 'children': ['27', '30']},{'id': '27', 'type': 'attribute', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'itertools'},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'repeat'},{'id': '30', 'type': 'argument_list', 'children': ['31', '32']},{'id': '31', 'type': 'string', 'children': [], 'value': '"N/A"'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'n_f'},{'id': '33', 'type': 'call', 'children': ['34', '37']},{'id': '34', 'type': 'attribute', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'itertools'},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'repeat'},{'id': '37', 'type': 'argument_list', 'children': ['38', '39']},{'id': '38', 'type': 'string', 'children': [], 'value': '"N/A"'},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'n_f'},{'id': '40', 'type': 'call', 'children': ['41', '44']},{'id': '41', 'type': 'attribute', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'itertools'},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'repeat'},{'id': '44', 'type': 'argument_list', 'children': ['45', '46']},{'id': '45', 'type': 'string', 'children': [], 'value': '"N/A"'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'n_f'},{'id': '47', 'type': 'call', 'children': ['48', '51']},{'id': '48', 'type': 'attribute', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'itertools'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'repeat'},{'id': '51', 'type': 'argument_list', 'children': ['52', '57']},{'id': '52', 'type': 'tuple', 'children': ['53', '54', '55', '56']},{'id': '53', 'type': 'string', 'children': [], 'value': '"N/A"'},{'id': '54', 'type': 'string', 'children': [], 'value': '"N/A"'},{'id': '55', 'type': 'string', 'children': [], 'value': '"N/A"'},{'id': '56', 'type': 'string', 'children': [], 'value': '"N/A"'},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'n_f'},{'id': '58', 'type': 'return_statement', 'children': ['59']},{'id': '59', 'type': 'call', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'dict_maker'},{'id': '61', 'type': 'argument_list', 'children': ['62']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'zippy'} | def describe_features(self, traj):
n_f = self.partial_transform(traj).shape[1]
zippy=zip(itertools.repeat("N/A", n_f),
itertools.repeat("N/A", n_f),
itertools.repeat("N/A", n_f),
itertools.repeat(("N/A","N/A","N/A","N/A"), n_f))
return dict_maker(zippy) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_mapped_populations'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'mdl1'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'mdl2'},{'id': '6', 'type': 'block', 'children': ['7', '18', '64']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'return_vect'},{'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': 'zeros'},{'id': '14', 'type': 'argument_list', 'children': ['15']},{'id': '15', 'type': 'attribute', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'mdl1'},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'n_states_'},{'id': '18', 'type': 'for_statement', 'children': ['19', '20', '26']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '20', 'type': 'call', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '22', 'type': 'argument_list', 'children': ['23']},{'id': '23', 'type': 'attribute', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'mdl1'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'n_states_'},{'id': '26', 'type': 'block', 'children': ['27']},{'id': '27', 'type': 'try_statement', 'children': ['28', '61']},{'id': '28', 'type': 'block', 'children': ['29', '43', '51']},{'id': '29', 'type': 'expression_statement', 'children': ['30']},{'id': '30', 'type': 'assignment', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'mdl1_unmapped'},{'id': '32', 'type': 'subscript', 'children': ['33', '42']},{'id': '33', 'type': 'subscript', 'children': ['34', '41']},{'id': '34', 'type': 'call', 'children': ['35', '38']},{'id': '35', 'type': 'attribute', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'mdl1'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'inverse_transform'},{'id': '38', 'type': 'argument_list', 'children': ['39']},{'id': '39', 'type': 'list', 'children': ['40'], 'value': '[i]'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '41', 'type': 'integer', 'children': [], 'value': '0'},{'id': '42', 'type': 'integer', 'children': [], 'value': '0'},{'id': '43', 'type': 'expression_statement', 'children': ['44']},{'id': '44', 'type': 'assignment', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'mdl2_mapped'},{'id': '46', 'type': 'subscript', 'children': ['47', '50']},{'id': '47', 'type': 'attribute', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'mdl2'},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'mapping_'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'mdl1_unmapped'},{'id': '51', 'type': 'expression_statement', 'children': ['52']},{'id': '52', 'type': 'assignment', 'children': ['53', '56']},{'id': '53', 'type': 'subscript', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'return_vect'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '56', 'type': 'subscript', 'children': ['57', '60']},{'id': '57', 'type': 'attribute', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'mdl2'},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'populations_'},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'mdl2_mapped'},{'id': '61', 'type': 'except_clause', 'children': ['62']},{'id': '62', 'type': 'block', 'children': ['63']},{'id': '63', 'type': 'pass_statement', 'children': []},{'id': '64', 'type': 'return_statement', 'children': ['65']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'return_vect'} | def _mapped_populations(mdl1, mdl2):
return_vect = np.zeros(mdl1.n_states_)
for i in range(mdl1.n_states_):
try:
mdl1_unmapped = mdl1.inverse_transform([i])[0][0]
mdl2_mapped = mdl2.mapping_[mdl1_unmapped]
return_vect[i] = mdl2.populations_[mdl2_mapped]
except:
pass
return return_vect |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '17']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'query'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9', '12']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '6', 'type': 'default_parameter', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '8', 'type': 'integer', 'children': [], 'value': '1'},{'id': '9', 'type': 'default_parameter', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'p'},{'id': '11', 'type': 'integer', 'children': [], 'value': '2'},{'id': '12', 'type': 'default_parameter', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'distance_upper_bound'},{'id': '14', 'type': 'attribute', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'inf'},{'id': '17', 'type': 'block', 'children': ['18', '34']},{'id': '18', 'type': 'expression_statement', 'children': ['19']},{'id': '19', 'type': 'assignment', 'children': ['20', '23']},{'id': '20', 'type': 'pattern_list', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'cdists'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'cinds'},{'id': '23', 'type': 'call', 'children': ['24', '29']},{'id': '24', 'type': 'attribute', 'children': ['25', '28']},{'id': '25', 'type': 'attribute', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '27', 'type': 'identifier', 'children': [], 'value': '_kdtree'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '29', 'type': 'argument_list', 'children': ['30', '31', '32', '33']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'p'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'distance_upper_bound'},{'id': '34', 'type': 'return_statement', 'children': ['35']},{'id': '35', 'type': 'expression_list', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'cdists'},{'id': '37', 'type': 'call', 'children': ['38', '41']},{'id': '38', 'type': 'attribute', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '40', 'type': 'identifier', 'children': [], 'value': '_split_indices'},{'id': '41', 'type': 'argument_list', 'children': ['42']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'cinds'} | def query(self, x, k=1, p=2, distance_upper_bound=np.inf):
cdists, cinds = self._kdtree.query(x, k, p, distance_upper_bound)
return cdists, self._split_indices(cinds) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort_fn_list'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'fn_list'},{'id': '5', 'type': 'block', 'children': ['6', '13', '30']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'dt_list'},{'id': '9', 'type': 'call', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'get_dt_list'},{'id': '11', 'type': 'argument_list', 'children': ['12']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'fn_list'},{'id': '13', 'type': 'expression_statement', 'children': ['14']},{'id': '14', 'type': 'assignment', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'fn_list_sort'},{'id': '16', 'type': 'list_comprehension', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'fn'},{'id': '18', 'type': 'for_in_clause', 'children': ['19', '22']},{'id': '19', 'type': 'tuple_pattern', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'dt'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'fn'},{'id': '22', 'type': 'call', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '24', 'type': 'argument_list', 'children': ['25']},{'id': '25', 'type': 'call', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'zip'},{'id': '27', 'type': 'argument_list', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'dt_list'},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'fn_list'},{'id': '30', 'type': 'return_statement', 'children': ['31']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'fn_list_sort'} | def sort_fn_list(fn_list):
dt_list = get_dt_list(fn_list)
fn_list_sort = [fn for (dt,fn) in sorted(zip(dt_list,fn_list))]
return fn_list_sort |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'iterable'},{'id': '5', 'type': 'block', 'children': ['6', '19']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'ips'},{'id': '9', 'type': 'call', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '11', 'type': 'generator_expression', 'children': ['12', '16']},{'id': '12', 'type': 'call', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'normalize_ip'},{'id': '14', 'type': 'argument_list', 'children': ['15']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'ip'},{'id': '16', 'type': 'for_in_clause', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'ip'},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'iterable'},{'id': '19', 'type': 'return_statement', 'children': ['20']},{'id': '20', 'type': 'list_comprehension', 'children': ['21', '25']},{'id': '21', 'type': 'call', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'clean_ip'},{'id': '23', 'type': 'argument_list', 'children': ['24']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'ip'},{'id': '25', 'type': 'for_in_clause', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'ip'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'ips'} | def sort(iterable):
ips = sorted(normalize_ip(ip) for ip in iterable)
return [clean_ip(ip) for ip in ips] |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'glob'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'block', 'children': ['6', '25']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'file_glob'},{'id': '9', 'type': 'call', 'children': ['10', '13']},{'id': '10', 'type': 'attribute', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'glob'},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'glob'},{'id': '13', 'type': 'argument_list', 'children': ['14']},{'id': '14', 'type': 'call', 'children': ['15', '18']},{'id': '15', 'type': 'attribute', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'BASE_NAME'},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '18', 'type': 'argument_list', 'children': ['19', '20', '23', '24']},{'id': '19', 'type': 'string', 'children': [], 'value': "'*'"},{'id': '20', 'type': 'attribute', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'num'},{'id': '23', 'type': 'string', 'children': [], 'value': "'*'"},{'id': '24', 'type': 'string', 'children': [], 'value': "'.*'"},{'id': '25', 'type': 'return_statement', 'children': ['26']},{'id': '26', 'type': 'call', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '28', 'type': 'argument_list', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'file_glob'},{'id': '30', 'type': 'keyword_argument', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '32', 'type': 'lambda', 'children': ['33', '35']},{'id': '33', 'type': 'lambda_parameters', 'children': ['34']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '35', 'type': 'call', 'children': ['36', '41']},{'id': '36', 'type': 'attribute', 'children': ['37', '40']},{'id': '37', 'type': 'attribute', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'os'},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'splitext'},{'id': '41', 'type': 'argument_list', 'children': ['42']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'f'} | def glob(self):
file_glob = glob.glob(BASE_NAME.format('*', self.num, '*', '.*'))
return sorted(file_glob, key=lambda f: os.path.splitext(f)) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'event'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '8']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'interface_id'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'address'},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'value_key'},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '9', 'type': 'block', 'children': ['10', '30', '57', '84']},{'id': '10', 'type': 'expression_statement', 'children': ['11']},{'id': '11', 'type': 'call', 'children': ['12', '15']},{'id': '12', 'type': 'attribute', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'LOG'},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'debug'},{'id': '15', 'type': 'argument_list', 'children': ['16']},{'id': '16', 'type': 'binary_operator', 'children': ['17', '18'], 'value': '%'},{'id': '17', 'type': 'string', 'children': [], 'value': '"RPCFunctions.event: interface_id = %s, address = %s, value_key = %s, value = %s"'},{'id': '18', 'type': 'tuple', 'children': ['19', '20', '21', '26']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'interface_id'},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'address'},{'id': '21', 'type': 'call', 'children': ['22', '25']},{'id': '22', 'type': 'attribute', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'value_key'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'upper'},{'id': '25', 'type': 'argument_list', 'children': []},{'id': '26', 'type': 'call', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '28', 'type': 'argument_list', 'children': ['29']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '30', 'type': 'expression_statement', 'children': ['31']},{'id': '31', 'type': 'call', 'children': ['32', '49']},{'id': '32', 'type': 'attribute', 'children': ['33', '48']},{'id': '33', 'type': 'subscript', 'children': ['34', '47']},{'id': '34', 'type': 'subscript', 'children': ['35', '38']},{'id': '35', 'type': 'attribute', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'devices_all'},{'id': '38', 'type': 'subscript', 'children': ['39', '45']},{'id': '39', 'type': 'call', 'children': ['40', '43']},{'id': '40', 'type': 'attribute', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'interface_id'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'split'},{'id': '43', 'type': 'argument_list', 'children': ['44']},{'id': '44', 'type': 'string', 'children': [], 'value': "'-'"},{'id': '45', 'type': 'unary_operator', 'children': ['46'], 'value': '-'},{'id': '46', 'type': 'integer', 'children': [], 'value': '1'},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'address'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'event'},{'id': '49', 'type': 'argument_list', 'children': ['50', '51', '56']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'interface_id'},{'id': '51', 'type': 'call', 'children': ['52', '55']},{'id': '52', 'type': 'attribute', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'value_key'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'upper'},{'id': '55', 'type': 'argument_list', 'children': []},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '57', 'type': 'if_statement', 'children': ['58', '61']},{'id': '58', 'type': 'attribute', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'eventcallback'},{'id': '61', 'type': 'block', 'children': ['62']},{'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': 'self'},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'eventcallback'},{'id': '67', 'type': 'argument_list', 'children': ['68', '71', '74', '81']},{'id': '68', 'type': 'keyword_argument', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'interface_id'},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'interface_id'},{'id': '71', 'type': 'keyword_argument', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'address'},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'address'},{'id': '74', 'type': 'keyword_argument', 'children': ['75', '76']},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'value_key'},{'id': '76', 'type': 'call', 'children': ['77', '80']},{'id': '77', 'type': 'attribute', 'children': ['78', '79']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'value_key'},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'upper'},{'id': '80', 'type': 'argument_list', 'children': []},{'id': '81', 'type': 'keyword_argument', 'children': ['82', '83']},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '84', 'type': 'return_statement', 'children': ['85']},{'id': '85', 'type': 'True', 'children': []} | def event(self, interface_id, address, value_key, value):
LOG.debug("RPCFunctions.event: interface_id = %s, address = %s, value_key = %s, value = %s" % (
interface_id, address, value_key.upper(), str(value)))
self.devices_all[interface_id.split(
'-')[-1]][address].event(interface_id, value_key.upper(), value)
if self.eventcallback:
self.eventcallback(interface_id=interface_id, address=address,
value_key=value_key.upper(), value=value)
return True |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '4']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_isolated_cpus'},{'id': '3', 'type': 'parameters', 'children': []},{'id': '4', 'type': 'block', 'children': ['5', '12', '19', '27', '37', '67']},{'id': '5', 'type': 'expression_statement', 'children': ['6']},{'id': '6', 'type': 'assignment', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '8', 'type': 'call', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'sysfs_path'},{'id': '10', 'type': 'argument_list', 'children': ['11']},{'id': '11', 'type': 'string', 'children': [], 'value': "'devices/system/cpu/isolated'"},{'id': '12', 'type': 'expression_statement', 'children': ['13']},{'id': '13', 'type': 'assignment', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'isolated'},{'id': '15', 'type': 'call', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'read_first_line'},{'id': '17', 'type': 'argument_list', 'children': ['18']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '19', 'type': 'if_statement', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'isolated'},{'id': '21', 'type': 'block', 'children': ['22']},{'id': '22', 'type': 'return_statement', 'children': ['23']},{'id': '23', 'type': 'call', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'parse_cpu_list'},{'id': '25', 'type': 'argument_list', 'children': ['26']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'isolated'},{'id': '27', 'type': 'expression_statement', 'children': ['28']},{'id': '28', 'type': 'assignment', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'cmdline'},{'id': '30', 'type': 'call', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'read_first_line'},{'id': '32', 'type': 'argument_list', 'children': ['33']},{'id': '33', 'type': 'call', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'proc_path'},{'id': '35', 'type': 'argument_list', 'children': ['36']},{'id': '36', 'type': 'string', 'children': [], 'value': "'cmdline'"},{'id': '37', 'type': 'if_statement', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'cmdline'},{'id': '39', 'type': 'block', 'children': ['40', '50']},{'id': '40', 'type': 'expression_statement', 'children': ['41']},{'id': '41', 'type': 'assignment', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'match'},{'id': '43', 'type': 'call', 'children': ['44', '47']},{'id': '44', 'type': 'attribute', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 're'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'search'},{'id': '47', 'type': 'argument_list', 'children': ['48', '49']},{'id': '48', 'type': 'string', 'children': [], 'value': "r'\\bisolcpus=([^ ]+)'"},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'cmdline'},{'id': '50', 'type': 'if_statement', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'match'},{'id': '52', 'type': 'block', 'children': ['53', '62']},{'id': '53', 'type': 'expression_statement', 'children': ['54']},{'id': '54', 'type': 'assignment', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'isolated'},{'id': '56', 'type': 'call', 'children': ['57', '60']},{'id': '57', 'type': 'attribute', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'match'},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'group'},{'id': '60', 'type': 'argument_list', 'children': ['61']},{'id': '61', 'type': 'integer', 'children': [], 'value': '1'},{'id': '62', 'type': 'return_statement', 'children': ['63']},{'id': '63', 'type': 'call', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'parse_cpu_list'},{'id': '65', 'type': 'argument_list', 'children': ['66']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'isolated'},{'id': '67', 'type': 'return_statement', 'children': ['68']},{'id': '68', 'type': 'None', 'children': []} | def get_isolated_cpus():
path = sysfs_path('devices/system/cpu/isolated')
isolated = read_first_line(path)
if isolated:
return parse_cpu_list(isolated)
cmdline = read_first_line(proc_path('cmdline'))
if cmdline:
match = re.search(r'\bisolcpus=([^ ]+)', cmdline)
if match:
isolated = match.group(1)
return parse_cpu_list(isolated)
return None |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '14']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'framesToFrameRange'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'frames'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '7', 'type': 'True', 'children': []},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'zfill'},{'id': '10', 'type': 'integer', 'children': [], 'value': '0'},{'id': '11', 'type': 'default_parameter', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'compress'},{'id': '13', 'type': 'False', 'children': []},{'id': '14', 'type': 'block', 'children': ['15', '28', '35', '41', '57', '66']},{'id': '15', 'type': 'if_statement', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'compress'},{'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': 'frames'},{'id': '21', 'type': 'call', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'unique'},{'id': '23', 'type': 'argument_list', 'children': ['24', '27']},{'id': '24', 'type': 'call', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'set'},{'id': '26', 'type': 'argument_list', 'children': []},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'frames'},{'id': '28', 'type': 'expression_statement', 'children': ['29']},{'id': '29', 'type': 'assignment', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'frames'},{'id': '31', 'type': 'call', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '33', 'type': 'argument_list', 'children': ['34']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'frames'},{'id': '35', 'type': 'if_statement', 'children': ['36', '38']},{'id': '36', 'type': 'not_operator', 'children': ['37']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'frames'},{'id': '38', 'type': 'block', 'children': ['39']},{'id': '39', 'type': 'return_statement', 'children': ['40']},{'id': '40', 'type': 'string', 'children': [], 'value': "''"},{'id': '41', 'type': 'if_statement', 'children': ['42', '48']},{'id': '42', 'type': 'comparison_operator', 'children': ['43', '47'], 'value': '=='},{'id': '43', 'type': 'call', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '45', 'type': 'argument_list', 'children': ['46']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'frames'},{'id': '47', 'type': 'integer', 'children': [], 'value': '1'},{'id': '48', 'type': 'block', 'children': ['49']},{'id': '49', 'type': 'return_statement', 'children': ['50']},{'id': '50', 'type': 'call', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'pad'},{'id': '52', 'type': 'argument_list', 'children': ['53', '56']},{'id': '53', 'type': 'subscript', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'frames'},{'id': '55', 'type': 'integer', 'children': [], 'value': '0'},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'zfill'},{'id': '57', 'type': 'if_statement', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '59', 'type': 'block', 'children': ['60']},{'id': '60', 'type': 'expression_statement', 'children': ['61']},{'id': '61', 'type': 'call', 'children': ['62', '65']},{'id': '62', 'type': 'attribute', 'children': ['63', '64']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'frames'},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '65', 'type': 'argument_list', 'children': []},{'id': '66', 'type': 'return_statement', 'children': ['67']},{'id': '67', 'type': 'call', 'children': ['68', '71']},{'id': '68', 'type': 'attribute', 'children': ['69', '70']},{'id': '69', 'type': 'string', 'children': [], 'value': "','"},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '71', 'type': 'argument_list', 'children': ['72']},{'id': '72', 'type': 'call', 'children': ['73', '76']},{'id': '73', 'type': 'attribute', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'FrameSet'},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'framesToFrameRanges'},{'id': '76', 'type': 'argument_list', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'frames'},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'zfill'} | def framesToFrameRange(frames, sort=True, zfill=0, compress=False):
if compress:
frames = unique(set(), frames)
frames = list(frames)
if not frames:
return ''
if len(frames) == 1:
return pad(frames[0], zfill)
if sort:
frames.sort()
return ','.join(FrameSet.framesToFrameRanges(frames, zfill)) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_normalize_request_parameters'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'oauth_params'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'req_kwargs'},{'id': '7', 'type': 'block', 'children': ['8', '10', '14', '24', '34', '44', '66', '95', '99', '138', '163', '169']},{'id': '8', 'type': 'expression_statement', 'children': ['9']},{'id': '9', 'type': 'string', 'children': [], 'value': "'''\n This process normalizes the request parameters as detailed in the OAuth\n 1.0 spec.\n Additionally we apply a `Content-Type` header to the request of the\n `FORM_URLENCODE` type if the `Content-Type` was previously set, i.e. if\n this is a `POST` or `PUT` request. This ensures the correct header is\n set as per spec.\n Finally we sort the parameters in preparation for signing and return\n a URL encoded string of all normalized parameters.\n :param oauth_params: OAuth params to sign with.\n :type oauth_params: dict\n :param req_kwargs: Request kwargs to normalize.\n :type req_kwargs: dict\n '''"},{'id': '10', 'type': 'expression_statement', 'children': ['11']},{'id': '11', 'type': 'assignment', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'normalized'},{'id': '13', 'type': 'list', 'children': [], 'value': '[]'},{'id': '14', 'type': 'expression_statement', 'children': ['15']},{'id': '15', 'type': 'assignment', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '17', 'type': 'call', 'children': ['18', '21']},{'id': '18', 'type': 'attribute', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'req_kwargs'},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '21', 'type': 'argument_list', 'children': ['22', '23']},{'id': '22', 'type': 'string', 'children': [], 'value': "'params'"},{'id': '23', 'type': 'dictionary', 'children': []},{'id': '24', 'type': 'expression_statement', 'children': ['25']},{'id': '25', 'type': 'assignment', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '27', 'type': 'call', 'children': ['28', '31']},{'id': '28', 'type': 'attribute', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'req_kwargs'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '31', 'type': 'argument_list', 'children': ['32', '33']},{'id': '32', 'type': 'string', 'children': [], 'value': "'data'"},{'id': '33', 'type': 'dictionary', 'children': []},{'id': '34', 'type': 'expression_statement', 'children': ['35']},{'id': '35', 'type': 'assignment', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'headers'},{'id': '37', 'type': 'call', 'children': ['38', '41']},{'id': '38', 'type': 'attribute', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'req_kwargs'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '41', 'type': 'argument_list', 'children': ['42', '43']},{'id': '42', 'type': 'string', 'children': [], 'value': "'headers'"},{'id': '43', 'type': 'dictionary', 'children': []},{'id': '44', 'type': 'for_statement', 'children': ['45', '48', '53']},{'id': '45', 'type': 'pattern_list', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '48', 'type': 'call', 'children': ['49', '52']},{'id': '49', 'type': 'attribute', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '52', 'type': 'argument_list', 'children': []},{'id': '53', 'type': 'block', 'children': ['54']},{'id': '54', 'type': 'if_statement', 'children': ['55', '58']},{'id': '55', 'type': 'comparison_operator', 'children': ['56', '57'], 'value': 'is'},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '57', 'type': 'None', 'children': []},{'id': '58', 'type': 'block', 'children': ['59']},{'id': '59', 'type': 'expression_statement', 'children': ['60']},{'id': '60', 'type': 'augmented_assignment', 'children': ['61', '62'], 'value': '+='},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'normalized'},{'id': '62', 'type': 'list', 'children': ['63'], 'value': '[(k, v)]'},{'id': '63', 'type': 'tuple', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '66', 'type': 'if_statement', 'children': ['67', '77']},{'id': '67', 'type': 'boolean_operator', 'children': ['68', '71', '72'], 'value': 'and'},{'id': '68', 'type': 'comparison_operator', 'children': ['69', '70'], 'value': 'in'},{'id': '69', 'type': 'string', 'children': [], 'value': "'Content-Type'"},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'headers'},{'id': '71', 'type': 'line_continuation', 'children': [], 'value': '\\'},{'id': '72', 'type': 'comparison_operator', 'children': ['73', '76'], 'value': '=='},{'id': '73', 'type': 'subscript', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'headers'},{'id': '75', 'type': 'string', 'children': [], 'value': "'Content-Type'"},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'FORM_URLENCODED'},{'id': '77', 'type': 'block', 'children': ['78']},{'id': '78', 'type': 'for_statement', 'children': ['79', '82', '87']},{'id': '79', 'type': 'pattern_list', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '82', 'type': 'call', 'children': ['83', '86']},{'id': '83', 'type': 'attribute', 'children': ['84', '85']},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '86', 'type': 'argument_list', 'children': []},{'id': '87', 'type': 'block', 'children': ['88']},{'id': '88', 'type': 'expression_statement', 'children': ['89']},{'id': '89', 'type': 'augmented_assignment', 'children': ['90', '91'], 'value': '+='},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'normalized'},{'id': '91', 'type': 'list', 'children': ['92'], 'value': '[(k, v)]'},{'id': '92', 'type': 'tuple', 'children': ['93', '94']},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '95', 'type': 'expression_statement', 'children': ['96']},{'id': '96', 'type': 'assignment', 'children': ['97', '98']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'all_normalized'},{'id': '98', 'type': 'list', 'children': [], 'value': '[]'},{'id': '99', 'type': 'for_statement', 'children': ['100', '101', '102']},{'id': '100', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'normalized'},{'id': '102', 'type': 'block', 'children': ['103', '109', '131']},{'id': '103', 'type': 'expression_statement', 'children': ['104']},{'id': '104', 'type': 'assignment', 'children': ['105', '108']},{'id': '105', 'type': 'pattern_list', 'children': ['106', '107']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '108', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '109', 'type': 'if_statement', 'children': ['110', '121']},{'id': '110', 'type': 'boolean_operator', 'children': ['111', '115'], 'value': 'and'},{'id': '111', 'type': 'call', 'children': ['112', '113']},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'is_basestring'},{'id': '113', 'type': 'argument_list', 'children': ['114']},{'id': '114', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '115', 'type': 'not_operator', 'children': ['116']},{'id': '116', 'type': 'call', 'children': ['117', '118']},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '118', 'type': 'argument_list', 'children': ['119', '120']},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'bytes'},{'id': '121', 'type': 'block', 'children': ['122']},{'id': '122', 'type': 'expression_statement', 'children': ['123']},{'id': '123', 'type': 'assignment', 'children': ['124', '125']},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '125', 'type': 'call', 'children': ['126', '129']},{'id': '126', 'type': 'attribute', 'children': ['127', '128']},{'id': '127', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'encode'},{'id': '129', 'type': 'argument_list', 'children': ['130']},{'id': '130', 'type': 'string', 'children': [], 'value': "'utf-8'"},{'id': '131', 'type': 'expression_statement', 'children': ['132']},{'id': '132', 'type': 'augmented_assignment', 'children': ['133', '134'], 'value': '+='},{'id': '133', 'type': 'identifier', 'children': [], 'value': 'all_normalized'},{'id': '134', 'type': 'list', 'children': ['135'], 'value': '[(k, v)]'},{'id': '135', 'type': 'tuple', 'children': ['136', '137']},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '138', 'type': 'for_statement', 'children': ['139', '142', '147']},{'id': '139', 'type': 'pattern_list', 'children': ['140', '141']},{'id': '140', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '141', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '142', 'type': 'call', 'children': ['143', '146']},{'id': '143', 'type': 'attribute', 'children': ['144', '145']},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'oauth_params'},{'id': '145', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '146', 'type': 'argument_list', 'children': []},{'id': '147', 'type': 'block', 'children': ['148', '156']},{'id': '148', 'type': 'if_statement', 'children': ['149', '154']},{'id': '149', 'type': 'comparison_operator', 'children': ['150', '153'], 'value': 'in'},{'id': '150', 'type': 'tuple', 'children': ['151', '152']},{'id': '151', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '152', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'all_normalized'},{'id': '154', 'type': 'block', 'children': ['155']},{'id': '155', 'type': 'continue_statement', 'children': []},{'id': '156', 'type': 'expression_statement', 'children': ['157']},{'id': '157', 'type': 'augmented_assignment', 'children': ['158', '159'], 'value': '+='},{'id': '158', 'type': 'identifier', 'children': [], 'value': 'all_normalized'},{'id': '159', 'type': 'list', 'children': ['160'], 'value': '[(k, v)]'},{'id': '160', 'type': 'tuple', 'children': ['161', '162']},{'id': '161', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '162', 'type': 'identifier', 'children': [], 'value': 'v'},{'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': 'all_normalized'},{'id': '167', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '168', 'type': 'argument_list', 'children': []},{'id': '169', 'type': 'return_statement', 'children': ['170']},{'id': '170', 'type': 'call', 'children': ['171', '186']},{'id': '171', 'type': 'attribute', 'children': ['172', '184', '185']},{'id': '172', 'type': 'call', 'children': ['173', '181']},{'id': '173', 'type': 'attribute', 'children': ['174', '179', '180']},{'id': '174', 'type': 'call', 'children': ['175', '176']},{'id': '175', 'type': 'identifier', 'children': [], 'value': 'urlencode'},{'id': '176', 'type': 'argument_list', 'children': ['177', '178']},{'id': '177', 'type': 'identifier', 'children': [], 'value': 'all_normalized'},{'id': '178', 'type': 'True', 'children': []},{'id': '179', 'type': 'line_continuation', 'children': [], 'value': '\\'},{'id': '180', 'type': 'identifier', 'children': [], 'value': 'replace'},{'id': '181', 'type': 'argument_list', 'children': ['182', '183']},{'id': '182', 'type': 'string', 'children': [], 'value': "'+'"},{'id': '183', 'type': 'string', 'children': [], 'value': "'%20'"},{'id': '184', 'type': 'line_continuation', 'children': [], 'value': '\\'},{'id': '185', 'type': 'identifier', 'children': [], 'value': 'replace'},{'id': '186', 'type': 'argument_list', 'children': ['187', '188']},{'id': '187', 'type': 'string', 'children': [], 'value': "'%7E'"},{'id': '188', 'type': 'string', 'children': [], 'value': "'~'"} | def _normalize_request_parameters(self, oauth_params, req_kwargs):
'''
This process normalizes the request parameters as detailed in the OAuth
1.0 spec.
Additionally we apply a `Content-Type` header to the request of the
`FORM_URLENCODE` type if the `Content-Type` was previously set, i.e. if
this is a `POST` or `PUT` request. This ensures the correct header is
set as per spec.
Finally we sort the parameters in preparation for signing and return
a URL encoded string of all normalized parameters.
:param oauth_params: OAuth params to sign with.
:type oauth_params: dict
:param req_kwargs: Request kwargs to normalize.
:type req_kwargs: dict
'''
normalized = []
params = req_kwargs.get('params', {})
data = req_kwargs.get('data', {})
headers = req_kwargs.get('headers', {})
for k, v in params.items():
if v is not None:
normalized += [(k, v)]
if 'Content-Type' in headers and \
headers['Content-Type'] == FORM_URLENCODED:
for k, v in data.items():
normalized += [(k, v)]
all_normalized = []
for t in normalized:
k, v = t
if is_basestring(v) and not isinstance(v, bytes):
v = v.encode('utf-8')
all_normalized += [(k, v)]
for k, v in oauth_params.items():
if (k, v) in all_normalized:
continue
all_normalized += [(k, v)]
all_normalized.sort()
return urlencode(all_normalized, True)\
.replace('+', '%20')\
.replace('%7E', '~') |
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'15', 'type': 'attribute', 'children': ['16', '17']},{'id': '16', 'type': 'string', 'children': [], 'value': '"Created"'},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'ljust'},{'id': '18', 'type': 'argument_list', 'children': ['19']},{'id': '19', 'type': 'integer', 'children': [], 'value': '32'},{'id': '20', 'type': 'call', 'children': ['21', '24']},{'id': '21', 'type': 'attribute', 'children': ['22', '23']},{'id': '22', 'type': 'string', 'children': [], 'value': '"Last modified"'},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'ljust'},{'id': '24', 'type': 'argument_list', 'children': ['25']},{'id': '25', 'type': 'integer', 'children': [], 'value': '32'},{'id': '26', 'type': 'call', 'children': ['27', '30']},{'id': '27', 'type': 'attribute', 'children': ['28', '29']},{'id': '28', 'type': 'string', 'children': [], 'value': '"Owner"'},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'ljust'},{'id': '30', 'type': 'argument_list', 'children': ['31']},{'id': '31', 'type': 'integer', 'children': [], 'value': '23'},{'id': '32', 'type': 'string', 'children': [], 'value': '"Name"'},{'id': '33', 'type': 'expression_statement', 'children': ['34']},{'id': '34', 'type': 'assignment', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '36', 'type': 'call', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '38', 'type': 'argument_list', 'children': ['39']},{'id': '39', 'type': 'call', 'children': ['40', '45']},{'id': '40', 'type': 'attribute', 'children': ['41', '44']},{'id': '41', 'type': 'attribute', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '43', 'type': 'identifier', 'children': [], 'value': '_zk'},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'stat_map'},{'id': '45', 'type': 'argument_list', 'children': ['46']},{'id': '46', 'type': 'attribute', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '49', 'type': 'if_statement', 'children': ['50', '55', '67', '97']},{'id': '50', 'type': 'comparison_operator', 'children': ['51', '54'], 'value': '=='},{'id': '51', 'type': 'attribute', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'top'},{'id': '54', 'type': 'integer', 'children': [], 'value': '0'},{'id': '55', 'type': 'block', 'children': ['56']},{'id': '56', 'type': 'expression_statement', 'children': ['57']},{'id': '57', 'type': 'assignment', 'children': ['58', '61']},{'id': '58', 'type': 'pattern_list', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '61', 'type': 'expression_list', 'children': ['62', '63']},{'id': '62', 'type': 'integer', 'children': [], 'value': '0'},{'id': '63', 'type': 'call', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '65', 'type': 'argument_list', 'children': ['66']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '67', 'type': 'elif_clause', 'children': ['68', '73']},{'id': '68', 'type': 'comparison_operator', 'children': ['69', '72'], 'value': '>'},{'id': '69', 'type': 'attribute', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'top'},{'id': '72', 'type': 'integer', 'children': [], 'value': '0'},{'id': '73', 'type': 'block', 'children': ['74']},{'id': '74', 'type': 'expression_statement', 'children': ['75']},{'id': '75', 'type': 'assignment', 'children': ['76', '79']},{'id': '76', 'type': 'pattern_list', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '79', 'type': 'expression_list', 'children': ['80', '81']},{'id': '80', 'type': 'integer', 'children': [], 'value': '0'},{'id': '81', 'type': 'conditional_expression', 'children': ['82', '85', '93'], 'value': 'if'},{'id': '82', 'type': 'attribute', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'top'},{'id': '85', 'type': 'comparison_operator', 'children': ['86', '89'], 'value': '<'},{'id': '86', 'type': 'attribute', 'children': ['87', '88']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'top'},{'id': '89', 'type': 'call', 'children': ['90', '91']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '91', 'type': 'argument_list', 'children': ['92']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '93', 'type': 'call', 'children': ['94', '95']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '95', 'type': 'argument_list', 'children': ['96']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '97', 'type': 'else_clause', 'children': ['98']},{'id': '98', 'type': 'block', 'children': ['99', '123']},{'id': '99', 'type': 'expression_statement', 'children': ['100']},{'id': '100', 'type': 'assignment', 'children': ['101', '102']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '102', 'type': 'conditional_expression', 'children': ['103', '111', '122'], 'value': 'if'},{'id': '103', 'type': 'binary_operator', 'children': ['104', '108'], 'value': '+'},{'id': '104', 'type': 'call', 'children': ['105', '106']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '106', 'type': 'argument_list', 'children': ['107']},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '108', 'type': 'attribute', 'children': ['109', '110']},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'top'},{'id': '111', 'type': 'comparison_operator', 'children': ['112', '118'], 'value': '<'},{'id': '112', 'type': 'call', 'children': ['113', '114']},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'abs'},{'id': '114', 'type': 'argument_list', 'children': ['115']},{'id': '115', 'type': 'attribute', 'children': ['116', '117']},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'top'},{'id': '118', 'type': 'call', 'children': ['119', '120']},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '120', 'type': 'argument_list', 'children': ['121']},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '122', 'type': 'integer', 'children': [], 'value': '0'},{'id': '123', 'type': 'expression_statement', 'children': ['124']},{'id': '124', 'type': 'assignment', 'children': ['125', '126']},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'end'},{'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': 'results'},{'id': '130', 'type': 'expression_statement', 'children': ['131']},{'id': '131', 'type': 'assignment', 'children': ['132', '133']},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'offs'},{'id': '133', 'type': 'conditional_expression', 'children': ['134', '135', '140'], 'value': 'if'},{'id': '134', 'type': 'integer', 'children': [], 'value': '1'},{'id': '135', 'type': 'comparison_operator', 'children': ['136', '139'], 'value': '=='},{'id': '136', 'type': 'attribute', 'children': ['137', '138']},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '138', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '139', 'type': 'string', 'children': [], 'value': '"/"'},{'id': '140', 'type': 'binary_operator', 'children': ['141', '147'], 'value': '+'},{'id': '141', 'type': 'call', 'children': ['142', '143']},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '143', 'type': 'argument_list', 'children': ['144']},{'id': '144', 'type': 'attribute', 'children': ['145', '146']},{'id': '145', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '146', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '147', 'type': 'integer', 'children': [], 'value': '1'},{'id': '148', 'type': 'for_statement', 'children': ['149', '150', '155']},{'id': '149', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '150', 'type': 'call', 'children': ['151', '152']},{'id': '151', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '152', 'type': 'argument_list', 'children': ['153', '154']},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '155', 'type': 'block', 'children': ['156', '164']},{'id': '156', 'type': 'expression_statement', 'children': ['157']},{'id': '157', 'type': 'assignment', 'children': ['158', '161']},{'id': '158', 'type': 'pattern_list', 'children': ['159', '160']},{'id': '159', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'stat'},{'id': '161', 'type': 'subscript', 'children': ['162', '163']},{'id': '162', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '163', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '164', 'type': 'expression_statement', 'children': ['165']},{'id': '165', 'type': 'call', 'children': ['166', '169']},{'id': '166', 'type': 'attribute', 'children': ['167', '168']},{'id': '167', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'show_output'},{'id': '169', 'type': 'argument_list', 'children': ['170', '171', '184', '197', '208']},{'id': '170', 'type': 'string', 'children': [], 'value': '"%s%s%s%s"'},{'id': '171', 'type': 'call', 'children': ['172', '182']},{'id': '172', 'type': 'attribute', 'children': ['173', '181']},{'id': '173', 'type': 'call', 'children': ['174', '177']},{'id': '174', 'type': 'attribute', 'children': ['175', '176']},{'id': '175', 'type': 'identifier', 'children': [], 'value': 'time'},{'id': '176', 'type': 'identifier', 'children': [], 'value': 'ctime'},{'id': '177', 'type': 'argument_list', 'children': ['178']},{'id': '178', 'type': 'attribute', 'children': ['179', '180']},{'id': '179', 'type': 'identifier', 'children': [], 'value': 'stat'},{'id': '180', 'type': 'identifier', 'children': [], 'value': 'created'},{'id': '181', 'type': 'identifier', 'children': [], 'value': 'ljust'},{'id': '182', 'type': 'argument_list', 'children': ['183']},{'id': '183', 'type': 'integer', 'children': [], 'value': '32'},{'id': '184', 'type': 'call', 'children': ['185', '195']},{'id': '185', 'type': 'attribute', 'children': ['186', '194']},{'id': '186', 'type': 'call', 'children': ['187', '190']},{'id': '187', 'type': 'attribute', 'children': ['188', '189']},{'id': '188', 'type': 'identifier', 'children': [], 'value': 'time'},{'id': '189', 'type': 'identifier', 'children': [], 'value': 'ctime'},{'id': '190', 'type': 'argument_list', 'children': ['191']},{'id': '191', 'type': 'attribute', 'children': ['192', '193']},{'id': '192', 'type': 'identifier', 'children': [], 'value': 'stat'},{'id': '193', 'type': 'identifier', 'children': [], 'value': 'last_modified'},{'id': '194', 'type': 'identifier', 'children': [], 'value': 'ljust'},{'id': '195', 'type': 'argument_list', 'children': ['196']},{'id': '196', 'type': 'integer', 'children': [], 'value': '32'},{'id': '197', 'type': 'call', 'children': ['198', '206']},{'id': '198', 'type': 'attribute', 'children': ['199', '205']},{'id': '199', 'type': '()', 'children': ['200']},{'id': '200', 'type': 'binary_operator', 'children': ['201', '202'], 'value': '%'},{'id': '201', 'type': 'string', 'children': [], 'value': '"0x%x"'},{'id': '202', 'type': 'attribute', 'children': ['203', '204']},{'id': '203', 'type': 'identifier', 'children': [], 'value': 'stat'},{'id': '204', 'type': 'identifier', 'children': [], 'value': 'ephemeralOwner'},{'id': '205', 'type': 'identifier', 'children': [], 'value': 'ljust'},{'id': '206', 'type': 'argument_list', 'children': ['207']},{'id': '207', 'type': 'integer', 'children': [], 'value': '23'},{'id': '208', 'type': 'subscript', 'children': ['209', '210']},{'id': '209', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '210', 'type': 'slice', 'children': ['211', '212']},{'id': '211', 'type': 'identifier', 'children': [], 'value': 'offs'},{'id': '212', 'type': 'colon', 'children': []} | def do_summary(self, params):
self.show_output("%s%s%s%s",
"Created".ljust(32),
"Last modified".ljust(32),
"Owner".ljust(23),
"Name")
results = sorted(self._zk.stat_map(params.path))
if params.top == 0:
start, end = 0, len(results)
elif params.top > 0:
start, end = 0, params.top if params.top < len(results) else len(results)
else:
start = len(results) + params.top if abs(params.top) < len(results) else 0
end = len(results)
offs = 1 if params.path == "/" else len(params.path) + 1
for i in range(start, end):
path, stat = results[i]
self.show_output(
"%s%s%s%s",
time.ctime(stat.created).ljust(32),
time.ctime(stat.last_modified).ljust(32),
("0x%x" % stat.ephemeralOwner).ljust(23),
path[offs:]
) |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'do_json_count_values'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '6', 'type': 'block', 'children': ['7', '37', '49', '56', '130', '154', '170', '251', '272', '297']},{'id': '7', 'type': 'try_statement', 'children': ['8', '18']},{'id': '8', 'type': 'block', 'children': ['9']},{'id': '9', 'type': 'expression_statement', 'children': ['10']},{'id': '10', 'type': 'call', 'children': ['11', '14']},{'id': '11', 'type': 'attribute', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'Keys'},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'validate'},{'id': '14', 'type': 'argument_list', 'children': ['15']},{'id': '15', 'type': 'attribute', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '18', 'type': 'except_clause', 'children': ['19', '25']},{'id': '19', 'type': 'as_pattern', 'children': ['20', '23']},{'id': '20', 'type': 'attribute', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'Keys'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'Bad'},{'id': '23', 'type': 'as_pattern_target', 'children': ['24']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'ex'},{'id': '25', 'type': 'block', 'children': ['26', '36']},{'id': '26', 'type': 'expression_statement', 'children': ['27']},{'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': 'show_output'},{'id': '31', 'type': 'argument_list', 'children': ['32']},{'id': '32', 'type': 'call', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '34', 'type': 'argument_list', 'children': ['35']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'ex'},{'id': '36', 'type': 'return_statement', 'children': []},{'id': '37', 'type': 'expression_statement', 'children': ['38']},{'id': '38', 'type': 'assignment', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'path_map'},{'id': '40', 'type': 'call', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'PathMap'},{'id': '42', 'type': 'argument_list', 'children': ['43', '46']},{'id': '43', 'type': 'attribute', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '45', 'type': 'identifier', 'children': [], 'value': '_zk'},{'id': '46', 'type': 'attribute', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '49', 'type': 'expression_statement', 'children': ['50']},{'id': '50', 'type': 'assignment', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'values'},{'id': '52', 'type': 'call', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'defaultdict'},{'id': '54', 'type': 'argument_list', 'children': ['55']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '56', 'type': 'for_statement', 'children': ['57', '60', '65']},{'id': '57', 'type': 'pattern_list', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '60', 'type': 'call', 'children': ['61', '64']},{'id': '61', 'type': 'attribute', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'path_map'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '64', 'type': 'argument_list', 'children': []},{'id': '65', 'type': 'block', 'children': ['66']},{'id': '66', 'type': 'try_statement', 'children': ['67', '89', '108']},{'id': '67', 'type': 'block', 'children': ['68', '83']},{'id': '68', 'type': 'expression_statement', 'children': ['69']},{'id': '69', 'type': 'assignment', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '71', 'type': 'call', 'children': ['72', '75']},{'id': '72', 'type': 'attribute', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'Keys'},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '75', 'type': 'argument_list', 'children': ['76', '80']},{'id': '76', 'type': 'call', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'json_deserialize'},{'id': '78', 'type': 'argument_list', 'children': ['79']},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '80', 'type': 'attribute', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '83', 'type': 'expression_statement', 'children': ['84']},{'id': '84', 'type': 'augmented_assignment', 'children': ['85', '88'], 'value': '+='},{'id': '85', 'type': 'subscript', 'children': ['86', '87']},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'values'},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '88', 'type': 'integer', 'children': [], 'value': '1'},{'id': '89', 'type': 'except_clause', 'children': ['90', '94']},{'id': '90', 'type': 'as_pattern', 'children': ['91', '92']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'BadJSON'},{'id': '92', 'type': 'as_pattern_target', 'children': ['93']},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'ex'},{'id': '94', 'type': 'block', 'children': ['95']},{'id': '95', 'type': 'if_statement', 'children': ['96', '99']},{'id': '96', 'type': 'attribute', 'children': ['97', '98']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'report_errors'},{'id': '99', 'type': 'block', 'children': ['100']},{'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': 'self'},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'show_output'},{'id': '105', 'type': 'argument_list', 'children': ['106', '107']},{'id': '106', 'type': 'string', 'children': [], 'value': '"Path %s has bad JSON."'},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '108', 'type': 'except_clause', 'children': ['109', '115']},{'id': '109', 'type': 'as_pattern', 'children': ['110', '113']},{'id': '110', 'type': 'attribute', 'children': ['111', '112']},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'Keys'},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'Missing'},{'id': '113', 'type': 'as_pattern_target', 'children': ['114']},{'id': '114', 'type': 'identifier', 'children': [], 'value': 'ex'},{'id': '115', 'type': 'block', 'children': ['116']},{'id': '116', 'type': 'if_statement', 'children': ['117', '120']},{'id': '117', 'type': 'attribute', 'children': ['118', '119']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'report_errors'},{'id': '120', 'type': 'block', 'children': ['121']},{'id': '121', 'type': 'expression_statement', 'children': ['122']},{'id': '122', 'type': 'call', 'children': ['123', '126']},{'id': '123', 'type': 'attribute', 'children': ['124', '125']},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'show_output'},{'id': '126', 'type': 'argument_list', 'children': ['127', '128', '129']},{'id': '127', 'type': 'string', 'children': [], 'value': '"Path %s is missing key %s."'},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'ex'},{'id': '130', 'type': 'expression_statement', 'children': ['131']},{'id': '131', 'type': 'assignment', 'children': ['132', '133']},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '133', 'type': 'call', 'children': ['134', '135']},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '135', 'type': 'argument_list', 'children': ['136', '141', '149']},{'id': '136', 'type': 'call', 'children': ['137', '140']},{'id': '137', 'type': 'attribute', 'children': ['138', '139']},{'id': '138', 'type': 'identifier', 'children': [], 'value': 'values'},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '140', 'type': 'argument_list', 'children': []},{'id': '141', 'type': 'keyword_argument', 'children': ['142', '143']},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '143', 'type': 'lambda', 'children': ['144', '146']},{'id': '144', 'type': 'lambda_parameters', 'children': ['145']},{'id': '145', 'type': 'identifier', 'children': [], 'value': 'item'},{'id': '146', 'type': 'subscript', 'children': ['147', '148']},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'item'},{'id': '148', 'type': 'integer', 'children': [], 'value': '1'},{'id': '149', 'type': 'keyword_argument', 'children': ['150', '151']},{'id': '150', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '151', 'type': 'attribute', 'children': ['152', '153']},{'id': '152', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '154', 'type': 'expression_statement', 'children': ['155']},{'id': '155', 'type': 'assignment', 'children': ['156', '157']},{'id': '156', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '157', 'type': 'list_comprehension', 'children': ['158', '159', '162']},{'id': '158', 'type': 'identifier', 'children': [], 'value': 'r'},{'id': '159', 'type': 'for_in_clause', 'children': ['160', '161']},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'r'},{'id': '161', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '162', 'type': 'if_clause', 'children': ['163']},{'id': '163', 'type': 'comparison_operator', 'children': ['164', '167'], 'value': '>='},{'id': '164', 'type': 'subscript', 'children': ['165', '166']},{'id': '165', 'type': 'identifier', 'children': [], 'value': 'r'},{'id': '166', 'type': 'integer', 'children': [], 'value': '1'},{'id': '167', 'type': 'attribute', 'children': ['168', '169']},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '169', 'type': 'identifier', 'children': [], 'value': 'minfreq'},{'id': '170', 'type': 'if_statement', 'children': ['171', '176', '188', '218']},{'id': '171', 'type': 'comparison_operator', 'children': ['172', '175'], 'value': '=='},{'id': '172', 'type': 'attribute', 'children': ['173', '174']},{'id': '173', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '174', 'type': 'identifier', 'children': [], 'value': 'top'},{'id': '175', 'type': 'integer', 'children': [], 'value': '0'},{'id': '176', 'type': 'block', 'children': ['177']},{'id': '177', 'type': 'expression_statement', 'children': ['178']},{'id': '178', 'type': 'assignment', 'children': ['179', '182']},{'id': '179', 'type': 'pattern_list', 'children': ['180', '181']},{'id': '180', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '181', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '182', 'type': 'expression_list', 'children': ['183', '184']},{'id': '183', 'type': 'integer', 'children': [], 'value': '0'},{'id': '184', 'type': 'call', 'children': ['185', '186']},{'id': '185', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '186', 'type': 'argument_list', 'children': ['187']},{'id': '187', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '188', 'type': 'elif_clause', 'children': ['189', '194']},{'id': '189', 'type': 'comparison_operator', 'children': ['190', '193'], 'value': '>'},{'id': '190', 'type': 'attribute', 'children': ['191', '192']},{'id': '191', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '192', 'type': 'identifier', 'children': [], 'value': 'top'},{'id': '193', 'type': 'integer', 'children': [], 'value': '0'},{'id': '194', 'type': 'block', 'children': ['195']},{'id': '195', 'type': 'expression_statement', 'children': ['196']},{'id': '196', 'type': 'assignment', 'children': ['197', '200']},{'id': '197', 'type': 'pattern_list', 'children': ['198', '199']},{'id': '198', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '199', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '200', 'type': 'expression_list', 'children': ['201', '202']},{'id': '201', 'type': 'integer', 'children': [], 'value': '0'},{'id': '202', 'type': 'conditional_expression', 'children': ['203', '206', '214'], 'value': 'if'},{'id': '203', 'type': 'attribute', 'children': ['204', '205']},{'id': '204', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '205', 'type': 'identifier', 'children': [], 'value': 'top'},{'id': '206', 'type': 'comparison_operator', 'children': ['207', '210'], 'value': '<'},{'id': '207', 'type': 'attribute', 'children': ['208', '209']},{'id': '208', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '209', 'type': 'identifier', 'children': [], 'value': 'top'},{'id': '210', 'type': 'call', 'children': ['211', '212']},{'id': '211', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '212', 'type': 'argument_list', 'children': ['213']},{'id': '213', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '214', 'type': 'call', 'children': ['215', '216']},{'id': '215', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '216', 'type': 'argument_list', 'children': ['217']},{'id': '217', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '218', 'type': 'else_clause', 'children': ['219']},{'id': '219', 'type': 'block', 'children': ['220', '244']},{'id': '220', 'type': 'expression_statement', 'children': ['221']},{'id': '221', 'type': 'assignment', 'children': ['222', '223']},{'id': '222', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '223', 'type': 'conditional_expression', 'children': ['224', '232', '243'], 'value': 'if'},{'id': '224', 'type': 'binary_operator', 'children': ['225', '229'], 'value': '+'},{'id': '225', 'type': 'call', 'children': ['226', '227']},{'id': '226', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '227', 'type': 'argument_list', 'children': ['228']},{'id': '228', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '229', 'type': 'attribute', 'children': ['230', '231']},{'id': '230', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '231', 'type': 'identifier', 'children': [], 'value': 'top'},{'id': '232', 'type': 'comparison_operator', 'children': ['233', '239'], 'value': '<'},{'id': '233', 'type': 'call', 'children': ['234', '235']},{'id': '234', 'type': 'identifier', 'children': [], 'value': 'abs'},{'id': '235', 'type': 'argument_list', 'children': ['236']},{'id': '236', 'type': 'attribute', 'children': ['237', '238']},{'id': '237', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '238', 'type': 'identifier', 'children': [], 'value': 'top'},{'id': '239', 'type': 'call', 'children': ['240', '241']},{'id': '240', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '241', 'type': 'argument_list', 'children': ['242']},{'id': '242', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '243', 'type': 'integer', 'children': [], 'value': '0'},{'id': '244', 'type': 'expression_statement', 'children': ['245']},{'id': '245', 'type': 'assignment', 'children': ['246', '247']},{'id': '246', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '247', 'type': 'call', 'children': ['248', '249']},{'id': '248', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '249', 'type': 'argument_list', 'children': ['250']},{'id': '250', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '251', 'type': 'if_statement', 'children': ['252', '262']},{'id': '252', 'type': 'boolean_operator', 'children': ['253', '259'], 'value': 'and'},{'id': '253', 'type': 'comparison_operator', 'children': ['254', '258'], 'value': '>'},{'id': '254', 'type': 'call', 'children': ['255', '256']},{'id': '255', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '256', 'type': 'argument_list', 'children': ['257']},{'id': '257', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '258', 'type': 'integer', 'children': [], 'value': '0'},{'id': '259', 'type': 'attribute', 'children': ['260', '261']},{'id': '260', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '261', 'type': 'identifier', 'children': [], 'value': 'print_path'},{'id': '262', 'type': 'block', 'children': ['263']},{'id': '263', 'type': 'expression_statement', 'children': ['264']},{'id': '264', 'type': 'call', 'children': ['265', '268']},{'id': '265', 'type': 'attribute', 'children': ['266', '267']},{'id': '266', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '267', 'type': 'identifier', 'children': [], 'value': 'show_output'},{'id': '268', 'type': 'argument_list', 'children': ['269']},{'id': '269', 'type': 'attribute', 'children': ['270', '271']},{'id': '270', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '271', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '272', 'type': 'for_statement', 'children': ['273', '274', '279']},{'id': '273', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '274', 'type': 'call', 'children': ['275', '276']},{'id': '275', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '276', 'type': 'argument_list', 'children': ['277', '278']},{'id': '277', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '278', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '279', 'type': 'block', 'children': ['280', '288']},{'id': '280', 'type': 'expression_statement', 'children': ['281']},{'id': '281', 'type': 'assignment', 'children': ['282', '285']},{'id': '282', 'type': 'pattern_list', 'children': ['283', '284']},{'id': '283', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '284', 'type': 'identifier', 'children': [], 'value': 'frequency'},{'id': '285', 'type': 'subscript', 'children': ['286', '287']},{'id': '286', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '287', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '288', 'type': 'expression_statement', 'children': ['289']},{'id': '289', 'type': 'call', 'children': ['290', '293']},{'id': '290', 'type': 'attribute', 'children': ['291', '292']},{'id': '291', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '292', 'type': 'identifier', 'children': [], 'value': 'show_output'},{'id': '293', 'type': 'argument_list', 'children': ['294', '295', '296']},{'id': '294', 'type': 'string', 'children': [], 'value': '"%s = %d"'},{'id': '295', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '296', 'type': 'identifier', 'children': [], 'value': 'frequency'},{'id': '297', 'type': 'if_statement', 'children': ['298', '304']},{'id': '298', 'type': 'comparison_operator', 'children': ['299', '303'], 'value': '=='},{'id': '299', 'type': 'call', 'children': ['300', '301']},{'id': '300', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '301', 'type': 'argument_list', 'children': ['302']},{'id': '302', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '303', 'type': 'integer', 'children': [], 'value': '0'},{'id': '304', 'type': 'block', 'children': ['305']},{'id': '305', 'type': 'return_statement', 'children': ['306']},{'id': '306', 'type': 'False', 'children': []} | def do_json_count_values(self, params):
try:
Keys.validate(params.keys)
except Keys.Bad as ex:
self.show_output(str(ex))
return
path_map = PathMap(self._zk, params.path)
values = defaultdict(int)
for path, data in path_map.get():
try:
value = Keys.value(json_deserialize(data), params.keys)
values[value] += 1
except BadJSON as ex:
if params.report_errors:
self.show_output("Path %s has bad JSON.", path)
except Keys.Missing as ex:
if params.report_errors:
self.show_output("Path %s is missing key %s.", path, ex)
results = sorted(values.items(), key=lambda item: item[1], reverse=params.reverse)
results = [r for r in results if r[1] >= params.minfreq]
if params.top == 0:
start, end = 0, len(results)
elif params.top > 0:
start, end = 0, params.top if params.top < len(results) else len(results)
else:
start = len(results) + params.top if abs(params.top) < len(results) else 0
end = len(results)
if len(results) > 0 and params.print_path:
self.show_output(params.path)
for i in range(start, end):
value, frequency = results[i]
self.show_output("%s = %d", value, frequency)
if len(results) == 0:
return False |
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'type': 'attribute', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '18', 'type': 'except_clause', 'children': ['19', '25']},{'id': '19', 'type': 'as_pattern', 'children': ['20', '23']},{'id': '20', 'type': 'attribute', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'Keys'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'Bad'},{'id': '23', 'type': 'as_pattern_target', 'children': ['24']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'ex'},{'id': '25', 'type': 'block', 'children': ['26', '36']},{'id': '26', 'type': 'expression_statement', 'children': ['27']},{'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': 'show_output'},{'id': '31', 'type': 'argument_list', 'children': ['32']},{'id': '32', 'type': 'call', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '34', 'type': 'argument_list', 'children': ['35']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'ex'},{'id': '36', 'type': 'return_statement', 'children': []},{'id': '37', 'type': 'expression_statement', 'children': ['38']},{'id': '38', 'type': 'assignment', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'path_map'},{'id': '40', 'type': 'call', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'PathMap'},{'id': '42', 'type': 'argument_list', 'children': ['43', '46']},{'id': '43', 'type': 'attribute', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '45', 'type': 'identifier', 'children': [], 'value': '_zk'},{'id': '46', 'type': 'attribute', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '49', 'type': 'expression_statement', 'children': ['50']},{'id': '50', 'type': 'assignment', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'dupes_by_path'},{'id': '52', 'type': 'call', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'defaultdict'},{'id': '54', 'type': 'argument_list', 'children': ['55']},{'id': '55', 'type': 'lambda', 'children': ['56']},{'id': '56', 'type': 'call', 'children': ['57', '58']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'defaultdict'},{'id': '58', 'type': 'argument_list', 'children': ['59']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '60', 'type': 'for_statement', 'children': ['61', '64', '69']},{'id': '61', 'type': 'pattern_list', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '64', 'type': 'call', 'children': ['65', '68']},{'id': '65', 'type': 'attribute', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'path_map'},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '68', 'type': 'argument_list', 'children': []},{'id': '69', 'type': 'block', 'children': ['70', '79', '91']},{'id': '70', 'type': 'expression_statement', 'children': ['71']},{'id': '71', 'type': 'assignment', 'children': ['72', '75']},{'id': '72', 'type': 'pattern_list', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'parent'},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'child'},{'id': '75', 'type': 'call', 'children': ['76', '77']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'split'},{'id': '77', 'type': 'argument_list', 'children': ['78']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '79', 'type': 'if_statement', 'children': ['80', '89']},{'id': '80', 'type': 'not_operator', 'children': ['81']},{'id': '81', 'type': 'call', 'children': ['82', '85']},{'id': '82', 'type': 'attribute', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'child'},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'startswith'},{'id': '85', 'type': 'argument_list', 'children': ['86']},{'id': '86', 'type': 'attribute', 'children': ['87', '88']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'prefix'},{'id': '89', 'type': 'block', 'children': ['90']},{'id': '90', 'type': 'continue_statement', 'children': []},{'id': '91', 'type': 'try_statement', 'children': ['92', '119', '138']},{'id': '92', 'type': 'block', 'children': ['93', '108']},{'id': '93', 'type': 'expression_statement', 'children': ['94']},{'id': '94', 'type': 'assignment', 'children': ['95', '96']},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '96', 'type': 'call', 'children': ['97', '100']},{'id': '97', 'type': 'attribute', 'children': ['98', '99']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'Keys'},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '100', 'type': 'argument_list', 'children': ['101', '105']},{'id': '101', 'type': 'call', 'children': ['102', '103']},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'json_deserialize'},{'id': '103', 'type': 'argument_list', 'children': ['104']},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '105', 'type': 'attribute', 'children': ['106', '107']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '108', 'type': 'expression_statement', 'children': ['109']},{'id': '109', 'type': 'call', 'children': ['110', '117']},{'id': '110', 'type': 'attribute', 'children': ['111', '116']},{'id': '111', 'type': 'subscript', 'children': ['112', '115']},{'id': '112', 'type': 'subscript', 'children': ['113', '114']},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'dupes_by_path'},{'id': '114', 'type': 'identifier', 'children': [], 'value': 'parent'},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '117', 'type': 'argument_list', 'children': ['118']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '119', 'type': 'except_clause', 'children': ['120', '124']},{'id': '120', 'type': 'as_pattern', 'children': ['121', '122']},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'BadJSON'},{'id': '122', 'type': 'as_pattern_target', 'children': ['123']},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'ex'},{'id': '124', 'type': 'block', 'children': ['125']},{'id': '125', 'type': 'if_statement', 'children': ['126', '129']},{'id': '126', 'type': 'attribute', 'children': ['127', '128']},{'id': '127', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'report_errors'},{'id': '129', 'type': 'block', 'children': ['130']},{'id': '130', 'type': 'expression_statement', 'children': ['131']},{'id': '131', 'type': 'call', 'children': ['132', '135']},{'id': '132', 'type': 'attribute', 'children': ['133', '134']},{'id': '133', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'show_output'},{'id': '135', 'type': 'argument_list', 'children': ['136', '137']},{'id': '136', 'type': 'string', 'children': [], 'value': '"Path %s has bad JSON."'},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '138', 'type': 'except_clause', 'children': ['139', '145']},{'id': '139', 'type': 'as_pattern', 'children': ['140', '143']},{'id': '140', 'type': 'attribute', 'children': ['141', '142']},{'id': '141', 'type': 'identifier', 'children': [], 'value': 'Keys'},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'Missing'},{'id': '143', 'type': 'as_pattern_target', 'children': ['144']},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'ex'},{'id': '145', 'type': 'block', 'children': ['146']},{'id': '146', 'type': 'if_statement', 'children': ['147', '150']},{'id': '147', 'type': 'attribute', 'children': ['148', '149']},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '149', 'type': 'identifier', 'children': [], 'value': 'report_errors'},{'id': '150', 'type': 'block', 'children': ['151']},{'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': 'self'},{'id': '155', 'type': 'identifier', 'children': [], 'value': 'show_output'},{'id': '156', 'type': 'argument_list', 'children': ['157', '158', '159']},{'id': '157', 'type': 'string', 'children': [], 'value': '"Path %s is missing key %s."'},{'id': '158', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '159', 'type': 'identifier', 'children': [], 'value': 'ex'},{'id': '160', 'type': 'expression_statement', 'children': ['161']},{'id': '161', 'type': 'assignment', 'children': ['162', '163']},{'id': '162', 'type': 'identifier', 'children': [], 'value': 'dupes'},{'id': '163', 'type': 'list', 'children': [], 'value': '[]'},{'id': '164', 'type': 'for_statement', 'children': ['165', '168', '173']},{'id': '165', 'type': 'pattern_list', 'children': ['166', '167']},{'id': '166', 'type': 'identifier', 'children': [], 'value': '_'},{'id': '167', 'type': 'identifier', 'children': [], 'value': 'paths_by_value'},{'id': '168', 'type': 'call', 'children': ['169', '172']},{'id': '169', 'type': 'attribute', 'children': ['170', '171']},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'dupes_by_path'},{'id': '171', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '172', 'type': 'argument_list', 'children': []},{'id': '173', 'type': 'block', 'children': ['174']},{'id': '174', 'type': 'for_statement', 'children': ['175', '178', '183']},{'id': '175', 'type': 'pattern_list', 'children': ['176', '177']},{'id': '176', 'type': 'identifier', 'children': [], 'value': '_'},{'id': '177', 'type': 'identifier', 'children': [], 'value': 'paths'},{'id': '178', 'type': 'call', 'children': ['179', '182']},{'id': '179', 'type': 'attribute', 'children': ['180', '181']},{'id': '180', 'type': 'identifier', 'children': [], 'value': 'paths_by_value'},{'id': '181', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '182', 'type': 'argument_list', 'children': []},{'id': '183', 'type': 'block', 'children': ['184']},{'id': '184', 'type': 'if_statement', 'children': ['185', '191']},{'id': '185', 'type': 'comparison_operator', 'children': ['186', '190'], 'value': '>'},{'id': '186', 'type': 'call', 'children': ['187', '188']},{'id': '187', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '188', 'type': 'argument_list', 'children': ['189']},{'id': '189', 'type': 'identifier', 'children': [], 'value': 'paths'},{'id': '190', 'type': 'integer', 'children': [], 'value': '1'},{'id': '191', 'type': 'block', 'children': ['192', '198', '211']},{'id': '192', 'type': 'expression_statement', 'children': ['193']},{'id': '193', 'type': 'call', 'children': ['194', '197']},{'id': '194', 'type': 'attribute', 'children': ['195', '196']},{'id': '195', 'type': 'identifier', 'children': [], 'value': 'paths'},{'id': '196', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '197', 'type': 'argument_list', 'children': []},{'id': '198', 'type': 'expression_statement', 'children': ['199']},{'id': '199', 'type': 'assignment', 'children': ['200', '201']},{'id': '200', 'type': 'identifier', 'children': [], 'value': 'paths'},{'id': '201', 'type': 'conditional_expression', 'children': ['202', '203', '206'], 'value': 'if'},{'id': '202', 'type': 'identifier', 'children': [], 'value': 'paths'},{'id': '203', 'type': 'attribute', 'children': ['204', '205']},{'id': '204', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '205', 'type': 'identifier', 'children': [], 'value': 'first'},{'id': '206', 'type': 'subscript', 'children': ['207', '208']},{'id': '207', 'type': 'identifier', 'children': [], 'value': 'paths'},{'id': '208', 'type': 'slice', 'children': ['209', '210']},{'id': '209', 'type': 'integer', 'children': [], 'value': '1'},{'id': '210', 'type': 'colon', 'children': []},{'id': '211', 'type': 'for_statement', 'children': ['212', '213', '214']},{'id': '212', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '213', 'type': 'identifier', 'children': [], 'value': 'paths'},{'id': '214', 'type': 'block', 'children': ['215', '225']},{'id': '215', 'type': 'expression_statement', 'children': ['216']},{'id': '216', 'type': 'assignment', 'children': ['217', '218']},{'id': '217', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '218', 'type': 'call', 'children': ['219', '222']},{'id': '219', 'type': 'attribute', 'children': ['220', '221']},{'id': '220', 'type': 'identifier', 'children': [], 'value': 'bisect'},{'id': '221', 'type': 'identifier', 'children': [], 'value': 'bisect'},{'id': '222', 'type': 'argument_list', 'children': ['223', '224']},{'id': '223', 'type': 'identifier', 'children': [], 'value': 'dupes'},{'id': '224', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '225', 'type': 'expression_statement', 'children': ['226']},{'id': '226', 'type': 'call', 'children': ['227', '230']},{'id': '227', 'type': 'attribute', 'children': ['228', '229']},{'id': '228', 'type': 'identifier', 'children': [], 'value': 'dupes'},{'id': '229', 'type': 'identifier', 'children': [], 'value': 'insert'},{'id': '230', 'type': 'argument_list', 'children': ['231', '232']},{'id': '231', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '232', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '233', 'type': 'for_statement', 'children': ['234', '235', '236']},{'id': '234', 'type': 'identifier', 'children': [], 'value': 'dup'},{'id': '235', 'type': 'identifier', 'children': [], 'value': 'dupes'},{'id': '236', 'type': 'block', 'children': ['237']},{'id': '237', 'type': 'expression_statement', 'children': ['238']},{'id': '238', 'type': 'call', 'children': ['239', '242']},{'id': '239', 'type': 'attribute', 'children': ['240', '241']},{'id': '240', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '241', 'type': 'identifier', 'children': [], 'value': 'show_output'},{'id': '242', 'type': 'argument_list', 'children': ['243']},{'id': '243', 'type': 'identifier', 'children': [], 'value': 'dup'},{'id': '244', 'type': 'if_statement', 'children': ['245', '251']},{'id': '245', 'type': 'comparison_operator', 'children': ['246', '250'], 'value': '=='},{'id': '246', 'type': 'call', 'children': ['247', '248']},{'id': '247', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '248', 'type': 'argument_list', 'children': ['249']},{'id': '249', 'type': 'identifier', 'children': [], 'value': 'dupes'},{'id': '250', 'type': 'integer', 'children': [], 'value': '0'},{'id': '251', 'type': 'block', 'children': ['252']},{'id': '252', 'type': 'return_statement', 'children': ['253']},{'id': '253', 'type': 'False', 'children': []} | def do_json_dupes_for_keys(self, params):
try:
Keys.validate(params.keys)
except Keys.Bad as ex:
self.show_output(str(ex))
return
path_map = PathMap(self._zk, params.path)
dupes_by_path = defaultdict(lambda: defaultdict(list))
for path, data in path_map.get():
parent, child = split(path)
if not child.startswith(params.prefix):
continue
try:
value = Keys.value(json_deserialize(data), params.keys)
dupes_by_path[parent][value].append(path)
except BadJSON as ex:
if params.report_errors:
self.show_output("Path %s has bad JSON.", path)
except Keys.Missing as ex:
if params.report_errors:
self.show_output("Path %s is missing key %s.", path, ex)
dupes = []
for _, paths_by_value in dupes_by_path.items():
for _, paths in paths_by_value.items():
if len(paths) > 1:
paths.sort()
paths = paths if params.first else paths[1:]
for path in paths:
idx = bisect.bisect(dupes, path)
dupes.insert(idx, path)
for dup in dupes:
self.show_output(dup)
if len(dupes) == 0:
return False |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'add_property_orders'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'query_proto'},{'id': '5', 'type': 'list_splat_pattern', 'children': ['6']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'orders'},{'id': '7', 'type': 'block', 'children': ['8']},{'id': '8', 'type': 'for_statement', 'children': ['9', '10', '11']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'orders'},{'id': '11', 'type': 'block', 'children': ['12', '22', '59']},{'id': '12', 'type': 'expression_statement', 'children': ['13']},{'id': '13', 'type': 'assignment', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'proto'},{'id': '15', 'type': 'call', 'children': ['16', '21']},{'id': '16', 'type': 'attribute', 'children': ['17', '20']},{'id': '17', 'type': 'attribute', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'query_proto'},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'add'},{'id': '21', 'type': 'argument_list', 'children': []},{'id': '22', 'type': 'if_statement', 'children': ['23', '28', '47']},{'id': '23', 'type': 'comparison_operator', 'children': ['24', '27'], 'value': '=='},{'id': '24', 'type': 'subscript', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '26', 'type': 'integer', 'children': [], 'value': '0'},{'id': '27', 'type': 'string', 'children': [], 'value': "'-'"},{'id': '28', 'type': 'block', 'children': ['29', '37']},{'id': '29', 'type': 'expression_statement', 'children': ['30']},{'id': '30', 'type': 'assignment', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '32', 'type': 'subscript', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '34', 'type': 'slice', 'children': ['35', '36']},{'id': '35', 'type': 'integer', 'children': [], 'value': '1'},{'id': '36', 'type': 'colon', 'children': []},{'id': '37', 'type': 'expression_statement', 'children': ['38']},{'id': '38', 'type': 'assignment', 'children': ['39', '42']},{'id': '39', 'type': 'attribute', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'proto'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'direction'},{'id': '42', 'type': 'attribute', 'children': ['43', '46']},{'id': '43', 'type': 'attribute', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'query_pb2'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'PropertyOrder'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'DESCENDING'},{'id': '47', 'type': 'else_clause', 'children': ['48']},{'id': '48', 'type': 'block', 'children': ['49']},{'id': '49', 'type': 'expression_statement', 'children': ['50']},{'id': '50', 'type': 'assignment', 'children': ['51', '54']},{'id': '51', 'type': 'attribute', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'proto'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'direction'},{'id': '54', 'type': 'attribute', 'children': ['55', '58']},{'id': '55', 'type': 'attribute', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'query_pb2'},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'PropertyOrder'},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'ASCENDING'},{'id': '59', 'type': 'expression_statement', 'children': ['60']},{'id': '60', 'type': 'assignment', 'children': ['61', '66']},{'id': '61', 'type': 'attribute', 'children': ['62', '65']},{'id': '62', 'type': 'attribute', 'children': ['63', '64']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'proto'},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'property'},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'order'} | def add_property_orders(query_proto, *orders):
for order in orders:
proto = query_proto.order.add()
if order[0] == '-':
order = order[1:]
proto.direction = query_pb2.PropertyOrder.DESCENDING
else:
proto.direction = query_pb2.PropertyOrder.ASCENDING
proto.property.name = order |
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