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{'id': '142', 'type': 'identifier', 'children': [], 'value': 'list'}, {'id': '143', 'type': 'argument_list', 'children': ['144']}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'maxval'}, {'id': '145', 'type': 'expression_statement', 'children': ['146']}; {'id': '146', 'type': 'call', 'children': ['147', '150']}, {'id': '147', 'type': 'attribute', 'children': ['148', '149']}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'uncovered_set'}, {'id': '149', 'type': 'identifier', 'children': [], 'value': 'difference_update'}; {'id': '150', 'type': 'argument_list', 'children': ['151']}, {'id': '151', 'type': 'identifier', 'children': [], 'value': 'maxval'}; {'id': '152', 'type': 'expression_statement', 'children': ['153']}, {'id': '153', 'type': 'assignment', 'children': ['154', '155']}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'uncovered_items'}, {'id': '155', 'type': 'call', 'children': ['156', '157']}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'list'}, {'id': '157', 'type': 'argument_list', 'children': ['158']}; {'id': '158', 'type': 'identifier', 'children': [], 'value': 'uncovered_set'}, {'id': '159', 'type': 'expression_statement', 'children': ['160']}; {'id': '160', 'type': 'assignment', 'children': ['161', '162']}, {'id': '161', 'type': 'identifier', 'children': [], 'value': 'covertup'}; {'id': '162', 'type': 'expression_list', 'children': ['163', '164', '165']}, {'id': '163', 'type': 'identifier', 'children': [], 'value': 'uncovered_items'}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'covered_items_list'}, {'id': '165', 'type': 'identifier', 'children': [], 'value': 'accepted_keys'}; {'id': '166', 'type': 'return_statement', 'children': ['167']}, {'id': '167', 'type': 'identifier', 'children': [], 'value': 'covertup'}
def greedy_max_inden_setcover(candidate_sets_dict, items, max_covers=None): uncovered_set = set(items) rejected_keys = set() accepted_keys = set() covered_items_list = [] while True: if max_covers is not None and len(covered_items_list) >= max_covers: break maxkey = None maxlen = -1 for key, candidate_items in six.iteritems(candidate_sets_dict): if key in rejected_keys or key in accepted_keys: continue lenval = len(candidate_items) if uncovered_set.issuperset(candidate_items): if lenval > maxlen: maxkey = key maxlen = lenval else: rejected_keys.add(key) if maxkey is None: break maxval = candidate_sets_dict[maxkey] accepted_keys.add(maxkey) covered_items_list.append(list(maxval)) uncovered_set.difference_update(maxval) uncovered_items = list(uncovered_set) covertup = uncovered_items, covered_items_list, accepted_keys return covertup
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{'id': '160', 'type': 'call', 'children': ['161', '162']}, {'id': '161', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '162', 'type': 'argument_list', 'children': ['163']}, {'id': '163', 'type': 'call', 'children': ['164', '165']}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'map'}, {'id': '165', 'type': 'argument_list', 'children': ['166', '167']}; {'id': '166', 'type': 'identifier', 'children': [], 'value': 'get_value'}, {'id': '167', 'type': 'call', 'children': ['168', '171']}; {'id': '168', 'type': 'attribute', 'children': ['169', '170']}, {'id': '169', 'type': 'identifier', 'children': [], 'value': 'avail_covers'}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'values'}, {'id': '171', 'type': 'argument_list', 'children': []}; {'id': '172', 'type': 'expression_statement', 'children': ['173']}, {'id': '173', 'type': 'assignment', 'children': ['174', '175']}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'chosen_idx'}, {'id': '175', 'type': 'call', 'children': ['176', '179']}; {'id': '176', 'type': 'attribute', 'children': ['177', '178']}, {'id': '177', 'type': 'identifier', 'children': [], 'value': 'ut'}; {'id': '178', 'type': 'identifier', 'children': [], 'value': 'argmax'}, {'id': '179', 'type': 'argument_list', 'children': ['180']}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'uncovered_values'}, {'id': '181', 'type': 'if_statement', 'children': ['182', '187']}; {'id': '182', 'type': 'comparison_operator', 'children': ['183', '186'], 'value': '<='}, {'id': '183', 'type': 'subscript', 'children': ['184', '185']}; {'id': '184', 'type': 'identifier', 'children': [], 'value': 'uncovered_values'}, {'id': '185', 'type': 'identifier', 'children': [], 'value': 'chosen_idx'}; {'id': '186', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '187', 'type': 'block', 'children': ['188']}; {'id': '188', 'type': 'break_statement', 'children': []}, {'id': '189', 'type': 'expression_statement', 'children': ['190']}; {'id': '190', 'type': 'assignment', 'children': ['191', '192']}, {'id': '191', 'type': 'identifier', 'children': [], 'value': 'chosen_key'}; {'id': '192', 'type': 'subscript', 'children': ['193', '201']}, {'id': '193', 'type': 'call', 'children': ['194', '195']}; {'id': '194', 'type': 'identifier', 'children': [], 'value': 'list'}, {'id': '195', 'type': 'argument_list', 'children': ['196']}; {'id': '196', 'type': 'call', 'children': ['197', '200']}, {'id': '197', 'type': 'attribute', 'children': ['198', '199']}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'avail_covers'}, {'id': '199', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '200', 'type': 'argument_list', 'children': []}, {'id': '201', 'type': 'identifier', 'children': [], 'value': 'chosen_idx'}; {'id': '202', 'type': 'expression_statement', 'children': ['203']}, {'id': '203', 'type': 'assignment', 'children': ['204', '205']}; {'id': '204', 'type': 'identifier', 'children': [], 'value': 'chosen_set'}, {'id': '205', 'type': 'subscript', 'children': ['206', '207']}; {'id': '206', 'type': 'identifier', 'children': [], 'value': 'avail_covers'}, {'id': '207', 'type': 'identifier', 'children': [], 'value': 'chosen_key'}; {'id': '208', 'type': 'expression_statement', 'children': ['209']}, {'id': '209', 'type': 'assignment', 'children': ['210', '213']}; {'id': '210', 'type': 'subscript', 'children': ['211', '212']}, {'id': '211', 'type': 'identifier', 'children': [], 'value': 'solution_cover'}; {'id': '212', 'type': 'identifier', 'children': [], 'value': 'chosen_key'}, {'id': '213', 'type': 'subscript', 'children': ['214', '215']}; {'id': '214', 'type': 'identifier', 'children': [], 'value': 'candidate_sets_dict'}, {'id': '215', 'type': 'identifier', 'children': [], 'value': 'chosen_key'}; {'id': '216', 'type': 'delete_statement', 'children': ['217']}, {'id': '217', 'type': 'subscript', 'children': ['218', '219']}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'avail_covers'}, {'id': '219', 'type': 'identifier', 'children': [], 'value': 'chosen_key'}; {'id': '220', 'type': 'for_statement', 'children': ['221', '222', '227']}, {'id': '221', 'type': 'identifier', 'children': [], 'value': 'vals'}; {'id': '222', 'type': 'call', 'children': ['223', '226']}, {'id': '223', 'type': 'attribute', 'children': ['224', '225']}; {'id': '224', 'type': 'identifier', 'children': [], 'value': 'avail_covers'}, {'id': '225', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '226', 'type': 'argument_list', 'children': []}, {'id': '227', 'type': 'block', 'children': ['228']}; {'id': '228', 'type': 'expression_statement', 'children': ['229']}, {'id': '229', 'type': 'call', 'children': ['230', '233']}; {'id': '230', 'type': 'attribute', 'children': ['231', '232']}, {'id': '231', 'type': 'identifier', 'children': [], 'value': 'vals'}; {'id': '232', 'type': 'identifier', 'children': [], 'value': 'difference_update'}, {'id': '233', 'type': 'argument_list', 'children': ['234']}; {'id': '234', 'type': 'identifier', 'children': [], 'value': 'chosen_set'}, {'id': '235', 'type': 'return_statement', 'children': ['236']}
def setcover_greedy(candidate_sets_dict, items=None, set_weights=None, item_values=None, max_weight=None): r import utool as ut solution_cover = {} if items is None: items = ut.flatten(candidate_sets_dict.values()) if set_weights is None: get_weight = len else: def get_weight(solution_cover): sum([set_weights[key] for key in solution_cover.keys()]) if item_values is None: get_value = len else: def get_value(vals): sum([item_values[v] for v in vals]) if max_weight is None: max_weight = get_weight(candidate_sets_dict) avail_covers = {key: set(val) for key, val in candidate_sets_dict.items()} while get_weight(solution_cover) < max_weight and len(avail_covers) > 0: avail_covers.values() uncovered_values = list(map(get_value, avail_covers.values())) chosen_idx = ut.argmax(uncovered_values) if uncovered_values[chosen_idx] <= 0: break chosen_key = list(avail_covers.keys())[chosen_idx] chosen_set = avail_covers[chosen_key] solution_cover[chosen_key] = candidate_sets_dict[chosen_key] del avail_covers[chosen_key] for vals in avail_covers.values(): vals.difference_update(chosen_set) return solution_cover
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_nth_prime'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '8']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'n'}, {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'max_prime'}, {'id': '7', 'type': 'integer', 'children': [], 'value': '4100'}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}, {'id': '9', 'type': 'identifier', 'children': [], 'value': 'safe'}; {'id': '10', 'type': 'True', 'children': []}, {'id': '11', 'type': 'block', 'children': ['12', '166']}; {'id': '12', 'type': 'if_statement', 'children': ['13', '16', '129']}, {'id': '13', 'type': 'comparison_operator', 'children': ['14', '15'], 'value': '<='}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'n'}, {'id': '15', 'type': 'integer', 'children': [], 'value': '100'}; {'id': '16', 'type': 'block', 'children': ['17', '121']}, {'id': '17', 'type': 'expression_statement', 'children': ['18']}; {'id': '18', 'type': 'assignment', 'children': ['19', '20']}, {'id': '19', 'type': 'identifier', 'children': [], 'value': 'first_100_primes'}; {'id': '20', 'type': 'tuple', 'children': ['21', '22', '23', '24', '25', '26', '27', '28', '29', '30', '31', '32', '33', '34', '35', '36', '37', '38', '39', '40', '41', '42', '43', '44', '45', '46', '47', '48', '49', '50', '51', '52', '53', '54', '55', '56', '57', '58', '59', '60', '61', '62', '63', '64', '65', '66', '67', '68', '69', '70', '71', '72', '73', '74', '75', '76', '77', '78', '79', '80', '81', '82', '83', '84', '85', '86', '87', '88', '89', '90', '91', '92', '93', '94', '95', '96', '97', '98', '99', '100', '101', '102', '103', '104', '105', '106', '107', '108', '109', '110', '111', '112', '113', '114', '115', '116', '117', '118', '119', '120']}, {'id': '21', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '22', 'type': 'integer', 'children': [], 'value': '3'}, {'id': '23', 'type': 'integer', 'children': [], 'value': '5'}; {'id': '24', 'type': 'integer', 'children': [], 'value': '7'}, {'id': '25', 'type': 'integer', 'children': [], 'value': '11'}; {'id': '26', 'type': 'integer', 'children': [], 'value': '13'}, {'id': '27', 'type': 'integer', 'children': [], 'value': '17'}; {'id': '28', 'type': 'integer', 'children': [], 'value': '19'}, {'id': '29', 'type': 'integer', 'children': [], 'value': '23'}; {'id': '30', 'type': 'integer', 'children': [], 'value': '29'}, {'id': '31', 'type': 'integer', 'children': [], 'value': '31'}; {'id': '32', 'type': 'integer', 'children': [], 'value': '37'}, {'id': '33', 'type': 'integer', 'children': [], 'value': '41'}; {'id': '34', 'type': 'integer', 'children': [], 'value': '43'}, {'id': '35', 'type': 'integer', 'children': [], 'value': '47'}; {'id': '36', 'type': 'integer', 'children': [], 'value': '53'}, {'id': '37', 'type': 'integer', 'children': [], 'value': '59'}; {'id': '38', 'type': 'integer', 'children': [], 'value': '61'}, {'id': '39', 'type': 'integer', 'children': [], 'value': '67'}; {'id': '40', 'type': 'integer', 'children': [], 'value': '71'}, {'id': '41', 'type': 'integer', 'children': [], 'value': '73'}; {'id': '42', 'type': 'integer', 'children': [], 'value': '79'}, {'id': '43', 'type': 'integer', 'children': [], 'value': '83'}; {'id': '44', 'type': 'integer', 'children': [], 'value': '89'}, {'id': '45', 'type': 'integer', 'children': [], 'value': '97'}; {'id': '46', 'type': 'integer', 'children': [], 'value': '101'}, {'id': '47', 'type': 'integer', 'children': [], 'value': '103'}; {'id': '48', 'type': 'integer', 'children': [], 'value': '107'}, {'id': '49', 'type': 'integer', 'children': [], 'value': '109'}; {'id': '50', 'type': 'integer', 'children': [], 'value': '113'}, {'id': '51', 'type': 'integer', 'children': [], 'value': '127'}; {'id': '52', 'type': 'integer', 'children': [], 'value': '131'}, {'id': '53', 'type': 'integer', 'children': [], 'value': '137'}; {'id': '54', 'type': 'integer', 'children': [], 'value': '139'}, {'id': '55', 'type': 'integer', 'children': [], 'value': '149'}; {'id': '56', 'type': 'integer', 'children': [], 'value': '151'}, {'id': '57', 'type': 'integer', 'children': [], 'value': '157'}; {'id': '58', 'type': 'integer', 'children': [], 'value': '163'}, {'id': '59', 'type': 'integer', 'children': [], 'value': '167'}; {'id': '60', 'type': 'integer', 'children': [], 'value': '173'}, {'id': '61', 'type': 'integer', 'children': [], 'value': '179'}; {'id': '62', 'type': 'integer', 'children': [], 'value': '181'}, {'id': '63', 'type': 'integer', 'children': [], 'value': '191'}; {'id': '64', 'type': 'integer', 'children': [], 'value': '193'}, {'id': '65', 'type': 'integer', 'children': [], 'value': '197'}; {'id': '66', 'type': 'integer', 'children': [], 'value': '199'}, {'id': '67', 'type': 'integer', 'children': [], 'value': '211'}; {'id': '68', 'type': 'integer', 'children': [], 'value': '223'}, {'id': '69', 'type': 'integer', 'children': [], 'value': '227'}; {'id': '70', 'type': 'integer', 'children': [], 'value': '229'}, {'id': '71', 'type': 'integer', 'children': [], 'value': '233'}; {'id': '72', 'type': 'integer', 'children': [], 'value': '239'}, {'id': '73', 'type': 'integer', 'children': [], 'value': '241'}; {'id': '74', 'type': 'integer', 'children': [], 'value': '251'}, {'id': '75', 'type': 'integer', 'children': [], 'value': '257'}; {'id': '76', 'type': 'integer', 'children': [], 'value': '263'}, {'id': '77', 'type': 'integer', 'children': [], 'value': '269'}; {'id': '78', 'type': 'integer', 'children': [], 'value': '271'}, {'id': '79', 'type': 'integer', 'children': [], 'value': '277'}; {'id': '80', 'type': 'integer', 'children': [], 'value': '281'}, {'id': '81', 'type': 'integer', 'children': [], 'value': '283'}; {'id': '82', 'type': 'integer', 'children': [], 'value': '293'}, {'id': '83', 'type': 'integer', 'children': [], 'value': '307'}; {'id': '84', 'type': 'integer', 'children': [], 'value': '311'}, {'id': '85', 'type': 'integer', 'children': [], 'value': '313'}; {'id': '86', 'type': 'integer', 'children': [], 'value': '317'}, {'id': '87', 'type': 'integer', 'children': [], 'value': '331'}; {'id': '88', 'type': 'integer', 'children': [], 'value': '337'}, {'id': '89', 'type': 'integer', 'children': [], 'value': '347'}; {'id': '90', 'type': 'integer', 'children': [], 'value': '349'}, {'id': '91', 'type': 'integer', 'children': [], 'value': '353'}; {'id': '92', 'type': 'integer', 'children': [], 'value': '359'}, {'id': '93', 'type': 'integer', 'children': [], 'value': '367'}; {'id': '94', 'type': 'integer', 'children': [], 'value': '373'}, {'id': '95', 'type': 'integer', 'children': [], 'value': '379'}; {'id': '96', 'type': 'integer', 'children': [], 'value': '383'}, {'id': '97', 'type': 'integer', 'children': [], 'value': '389'}; {'id': '98', 'type': 'integer', 'children': [], 'value': '397'}, {'id': '99', 'type': 'integer', 'children': [], 'value': '401'}; {'id': '100', 'type': 'integer', 'children': [], 'value': '409'}, {'id': '101', 'type': 'integer', 'children': [], 'value': '419'}; {'id': '102', 'type': 'integer', 'children': [], 'value': '421'}, {'id': '103', 'type': 'integer', 'children': [], 'value': '431'}; {'id': '104', 'type': 'integer', 'children': [], 'value': '433'}, {'id': '105', 'type': 'integer', 'children': [], 'value': '439'}; {'id': '106', 'type': 'integer', 'children': [], 'value': '443'}, {'id': '107', 'type': 'integer', 'children': [], 'value': '449'}; {'id': '108', 'type': 'integer', 'children': [], 'value': '457'}, {'id': '109', 'type': 'integer', 'children': [], 'value': '461'}; {'id': '110', 'type': 'integer', 'children': [], 'value': '463'}, {'id': '111', 'type': 'integer', 'children': [], 'value': '467'}; {'id': '112', 'type': 'integer', 'children': [], 'value': '479'}, {'id': '113', 'type': 'integer', 'children': [], 'value': '487'}; {'id': '114', 'type': 'integer', 'children': [], 'value': '491'}, {'id': '115', 'type': 'integer', 'children': [], 'value': '499'}; {'id': '116', 'type': 'integer', 'children': [], 'value': '503'}, {'id': '117', 'type': 'integer', 'children': [], 'value': '509'}; {'id': '118', 'type': 'integer', 'children': [], 'value': '521'}, {'id': '119', 'type': 'integer', 'children': [], 'value': '523'}; {'id': '120', 'type': 'integer', 'children': [], 'value': '541'}, {'id': '121', 'type': 'expression_statement', 'children': ['122']}; {'id': '122', 'type': 'assignment', 'children': ['123', '124']}, {'id': '123', 'type': 'identifier', 'children': [], 'value': 'nth_prime'}; {'id': '124', 'type': 'subscript', 'children': ['125', '126']}, {'id': '125', 'type': 'identifier', 'children': [], 'value': 'first_100_primes'}; {'id': '126', 'type': 'binary_operator', 'children': ['127', '128'], 'value': '-'}, {'id': '127', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '128', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '129', 'type': 'else_clause', 'children': ['130']}; {'id': '130', 'type': 'block', 'children': ['131']}, {'id': '131', 'type': 'if_statement', 'children': ['132', '133', '157']}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'safe'}, {'id': '133', 'type': 'block', 'children': ['134', '151']}; {'id': '134', 'type': 'expression_statement', 'children': ['135']}, {'id': '135', 'type': 'assignment', 'children': ['136', '137']}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'primes'}, {'id': '137', 'type': 'list_comprehension', 'children': ['138', '139', '146']}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'num'}, {'id': '139', 'type': 'for_in_clause', 'children': ['140', '141']}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'num'}, {'id': '141', 'type': 'call', 'children': ['142', '143']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'range'}, {'id': '143', 'type': 'argument_list', 'children': ['144', '145']}; {'id': '144', 'type': 'integer', 'children': [], 'value': '2'}, {'id': '145', 'type': 'identifier', 'children': [], 'value': 'max_prime'}; {'id': '146', 'type': 'if_clause', 'children': ['147']}, {'id': '147', 'type': 'call', 'children': ['148', '149']}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'is_prime'}, {'id': '149', 'type': 'argument_list', 'children': ['150']}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'num'}, {'id': '151', 'type': 'expression_statement', 'children': ['152']}; {'id': '152', 'type': 'assignment', 'children': ['153', '154']}, {'id': '153', 'type': 'identifier', 'children': [], 'value': 'nth_prime'}; {'id': '154', 'type': 'subscript', 'children': ['155', '156']}, {'id': '155', 'type': 'identifier', 'children': [], 'value': 'primes'}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'n'}, {'id': '157', 'type': 'else_clause', 'children': ['158']}; {'id': '158', 'type': 'block', 'children': ['159']}, {'id': '159', 'type': 'expression_statement', 'children': ['160']}; {'id': '160', 'type': 'assignment', 'children': ['161', '162']}, {'id': '161', 'type': 'identifier', 'children': [], 'value': 'nth_prime'}; {'id': '162', 'type': 'call', 'children': ['163', '164']}, {'id': '163', 'type': 'identifier', 'children': [], 'value': 'get_nth_prime_bruteforce'}; {'id': '164', 'type': 'argument_list', 'children': ['165']}, {'id': '165', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '166', 'type': 'return_statement', 'children': ['167']}, {'id': '167', 'type': 'identifier', 'children': [], 'value': 'nth_prime'}
def get_nth_prime(n, max_prime=4100, safe=True): if n <= 100: first_100_primes = ( 2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97, 101, 103, 107, 109, 113, 127, 131, 137, 139, 149, 151, 157, 163, 167, 173, 179, 181, 191, 193, 197, 199, 211, 223, 227, 229, 233, 239, 241, 251, 257, 263, 269, 271, 277, 281, 283, 293, 307, 311, 313, 317, 331, 337, 347, 349, 353, 359, 367, 373, 379, 383, 389, 397, 401, 409, 419, 421, 431, 433, 439, 443, 449, 457, 461, 463, 467, 479, 487, 491, 499, 503, 509, 521, 523, 541, ) nth_prime = first_100_primes[n - 1] else: if safe: primes = [num for num in range(2, max_prime) if is_prime(num)] nth_prime = primes[n] else: nth_prime = get_nth_prime_bruteforce(n) return nth_prime
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def knapsack_ilp(items, maxweight, verbose=False): import pulp values = [t[0] for t in items] weights = [t[1] for t in items] indices = [t[2] for t in items] prob = pulp.LpProblem("Knapsack", pulp.LpMaximize) x = pulp.LpVariable.dicts(name='x', indexs=indices, lowBound=0, upBound=1, cat=pulp.LpInteger) prob.objective = sum(v * x[i] for v, i in zip(values, indices)) prob.add(sum(w * x[i] for w, i in zip(weights, indices)) <= maxweight) pulp.PULP_CBC_CMD().solve(prob) flags = [x[i].varValue for i in indices] total_value = sum([val for val, flag in zip(values, flags) if flag]) items_subset = [item for item, flag in zip(items, flags) if flag] if verbose: print(prob) print('OPT:') print('\n'.join([' %s = %s' % (x[i].name, x[i].varValue) for i in indices])) print('total_value = %r' % (total_value,)) return total_value, items_subset
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{'id': '96', 'type': 'expression_statement', 'children': ['97']}, {'id': '97', 'type': 'assignment', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'item_weight'}, {'id': '99', 'type': 'subscript', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'weights'}, {'id': '101', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '102', 'type': 'for_statement', 'children': ['103', '104', '108']}, {'id': '103', 'type': 'identifier', 'children': [], 'value': 'w'}; {'id': '104', 'type': 'call', 'children': ['105', '106']}, {'id': '105', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '106', 'type': 'argument_list', 'children': ['107']}, {'id': '107', 'type': 'identifier', 'children': [], 'value': 'maxsize'}; {'id': '108', 'type': 'block', 'children': ['109', '115', '152', '158', '164']}, {'id': '109', 'type': 'expression_statement', 'children': ['110']}; {'id': '110', 'type': 'assignment', 'children': ['111', '112']}, {'id': '111', 'type': 'identifier', 'children': [], 'value': 'valid_item'}; {'id': '112', 'type': 'comparison_operator', 'children': ['113', '114'], 'value': '<='}, {'id': '113', 'type': 'identifier', 'children': [], 'value': 'item_weight'}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'w'}, {'id': '115', 'type': 'if_statement', 'children': ['116', '119', '142']}; {'id': '116', 'type': 'comparison_operator', 'children': ['117', '118'], 'value': '>'}, {'id': '117', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '118', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '119', 'type': 'block', 'children': ['120', '130']}; {'id': '120', 'type': 'expression_statement', 'children': ['121']}, {'id': '121', 'type': 'assignment', 'children': ['122', '123']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'prev_val'}, {'id': '123', 'type': 'subscript', 'children': ['124', '129']}; {'id': '124', 'type': 'subscript', 'children': ['125', '126']}, {'id': '125', 'type': 'identifier', 'children': [], 'value': 'dpmat'}; {'id': '126', 'type': 'binary_operator', 'children': ['127', '128'], 'value': '-'}, {'id': '127', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '128', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '129', 'type': 'identifier', 'children': [], 'value': 'w'}; {'id': '130', 'type': 'expression_statement', 'children': ['131']}, {'id': '131', 'type': 'assignment', 'children': ['132', '133']}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'prev_noitem_val'}, {'id': '133', 'type': 'subscript', 'children': ['134', '139']}; {'id': '134', 'type': 'subscript', 'children': ['135', '136']}, {'id': '135', 'type': 'identifier', 'children': [], 'value': 'dpmat'}; {'id': '136', 'type': 'binary_operator', 'children': ['137', '138'], 'value': '-'}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '138', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '139', 'type': 'binary_operator', 'children': ['140', '141'], 'value': '-'}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'w'}, {'id': '141', 'type': 'identifier', 'children': [], 'value': 'item_weight'}; {'id': '142', 'type': 'else_clause', 'children': ['143']}, {'id': '143', 'type': 'block', 'children': ['144', '148']}; {'id': '144', 'type': 'expression_statement', 'children': ['145']}, {'id': '145', 'type': 'assignment', 'children': ['146', '147']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'prev_val'}, {'id': '147', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '148', 'type': 'expression_statement', 'children': ['149']}, {'id': '149', 'type': 'assignment', 'children': ['150', '151']}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'prev_noitem_val'}, {'id': '151', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '152', 'type': 'expression_statement', 'children': ['153']}, {'id': '153', 'type': 'assignment', 'children': ['154', '155']}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'withitem_val'}, {'id': '155', 'type': 'binary_operator', 'children': ['156', '157'], 'value': '+'}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'item_val'}, {'id': '157', 'type': 'identifier', 'children': [], 'value': 'prev_noitem_val'}; {'id': '158', 'type': 'expression_statement', 'children': ['159']}, {'id': '159', 'type': 'assignment', 'children': ['160', '161']}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'more_valuable'}, {'id': '161', 'type': 'comparison_operator', 'children': ['162', '163'], 'value': '>'}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'withitem_val'}, {'id': '163', 'type': 'identifier', 'children': [], 'value': 'prev_val'}; {'id': '164', 'type': 'if_statement', 'children': ['165', '168', '185']}, {'id': '165', 'type': 'boolean_operator', 'children': ['166', '167'], 'value': 'and'}; {'id': '166', 'type': 'identifier', 'children': [], 'value': 'valid_item'}, {'id': '167', 'type': 'identifier', 'children': [], 'value': 'more_valuable'}; {'id': '168', 'type': 'block', 'children': ['169', '177']}, {'id': '169', 'type': 'expression_statement', 'children': ['170']}; {'id': '170', 'type': 'assignment', 'children': ['171', '176']}, {'id': '171', 'type': 'subscript', 'children': ['172', '175']}; {'id': '172', 'type': 'subscript', 'children': ['173', '174']}, {'id': '173', 'type': 'identifier', 'children': [], 'value': 'dpmat'}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'idx'}, {'id': '175', 'type': 'identifier', 'children': [], 'value': 'w'}; {'id': '176', 'type': 'identifier', 'children': [], 'value': 'withitem_val'}, {'id': '177', 'type': 'expression_statement', 'children': ['178']}; {'id': '178', 'type': 'assignment', 'children': ['179', '184']}, {'id': '179', 'type': 'subscript', 'children': ['180', '183']}; {'id': '180', 'type': 'subscript', 'children': ['181', '182']}, {'id': '181', 'type': 'identifier', 'children': [], 'value': 'kmat'}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'idx'}, {'id': '183', 'type': 'identifier', 'children': [], 'value': 'w'}; {'id': '184', 'type': 'True', 'children': []}, {'id': '185', 'type': 'else_clause', 'children': ['186']}; {'id': '186', 'type': 'block', 'children': ['187', '195']}, {'id': '187', 'type': 'expression_statement', 'children': ['188']}; {'id': '188', 'type': 'assignment', 'children': ['189', '194']}, {'id': '189', 'type': 'subscript', 'children': ['190', '193']}; {'id': '190', 'type': 'subscript', 'children': ['191', '192']}, {'id': '191', 'type': 'identifier', 'children': [], 'value': 'dpmat'}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'idx'}, {'id': '193', 'type': 'identifier', 'children': [], 'value': 'w'}; {'id': '194', 'type': 'identifier', 'children': [], 'value': 'prev_val'}, {'id': '195', 'type': 'expression_statement', 'children': ['196']}; {'id': '196', 'type': 'assignment', 'children': ['197', '202']}, {'id': '197', 'type': 'subscript', 'children': ['198', '201']}; {'id': '198', 'type': 'subscript', 'children': ['199', '200']}, {'id': '199', 'type': 'identifier', 'children': [], 'value': 'kmat'}; {'id': '200', 'type': 'identifier', 'children': [], 'value': 'idx'}, {'id': '201', 'type': 'identifier', 'children': [], 'value': 'w'}; {'id': '202', 'type': 'False', 'children': []}, {'id': '203', 'type': 'expression_statement', 'children': ['204']}; {'id': '204', 'type': 'assignment', 'children': ['205', '206']}, {'id': '205', 'type': 'identifier', 'children': [], 'value': 'K'}; {'id': '206', 'type': 'identifier', 'children': [], 'value': 'maxweight'}, {'id': '207', 'type': 'for_statement', 'children': ['208', '209', '219']}; {'id': '208', 'type': 'identifier', 'children': [], 'value': 'idx'}, {'id': '209', 'type': 'call', 'children': ['210', '211']}; {'id': '210', 'type': 'identifier', 'children': [], 'value': 'reversed'}, {'id': '211', 'type': 'argument_list', 'children': ['212']}; {'id': '212', 'type': 'call', 'children': ['213', '214']}, {'id': '213', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '214', 'type': 'argument_list', 'children': ['215']}, {'id': '215', 'type': 'call', 'children': ['216', '217']}; {'id': '216', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '217', 'type': 'argument_list', 'children': ['218']}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'items'}, {'id': '219', 'type': 'block', 'children': ['220']}; {'id': '220', 'type': 'if_statement', 'children': ['221', '226']}, {'id': '221', 'type': 'subscript', 'children': ['222', '225']}; {'id': '222', 'type': 'subscript', 'children': ['223', '224']}, {'id': '223', 'type': 'identifier', 'children': [], 'value': 'kmat'}; {'id': '224', 'type': 'identifier', 'children': [], 'value': 'idx'}, {'id': '225', 'type': 'identifier', 'children': [], 'value': 'K'}; {'id': '226', 'type': 'block', 'children': ['227', '234']}, {'id': '227', 'type': 'expression_statement', 'children': ['228']}; {'id': '228', 'type': 'call', 'children': ['229', '232']}, {'id': '229', 'type': 'attribute', 'children': ['230', '231']}; {'id': '230', 'type': 'identifier', 'children': [], 'value': 'idx_subset'}, {'id': '231', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '232', 'type': 'argument_list', 'children': ['233']}, {'id': '233', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '234', 'type': 'expression_statement', 'children': ['235']}, {'id': '235', 'type': 'assignment', 'children': ['236', '237']}; {'id': '236', 'type': 'identifier', 'children': [], 'value': 'K'}, {'id': '237', 'type': 'binary_operator', 'children': ['238', '239'], 'value': '-'}; {'id': '238', 'type': 'identifier', 'children': [], 'value': 'K'}, {'id': '239', 'type': 'subscript', 'children': ['240', '241']}; {'id': '240', 'type': 'identifier', 'children': [], 'value': 'weights'}, {'id': '241', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '242', 'type': 'expression_statement', 'children': ['243']}, {'id': '243', 'type': 'assignment', 'children': ['244', '245']}; {'id': '244', 'type': 'identifier', 'children': [], 'value': 'idx_subset'}, {'id': '245', 'type': 'call', 'children': ['246', '247']}; {'id': '246', 'type': 'identifier', 'children': [], 'value': 'sorted'}, {'id': '247', 'type': 'argument_list', 'children': ['248']}; {'id': '248', 'type': 'identifier', 'children': [], 'value': 'idx_subset'}, {'id': '249', 'type': 'expression_statement', 'children': ['250']}; {'id': '250', 'type': 'assignment', 'children': ['251', '252']}, {'id': '251', 'type': 'identifier', 'children': [], 'value': 'items_subset'}; {'id': '252', 'type': 'list_comprehension', 'children': ['253', '256']}, {'id': '253', 'type': 'subscript', 'children': ['254', '255']}; {'id': '254', 'type': 'identifier', 'children': [], 'value': 'items'}, {'id': '255', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '256', 'type': 'for_in_clause', 'children': ['257', '258']}, {'id': '257', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '258', 'type': 'identifier', 'children': [], 'value': 'idx_subset'}, {'id': '259', 'type': 'expression_statement', 'children': ['260']}; {'id': '260', 'type': 'assignment', 'children': ['261', '262']}, {'id': '261', 'type': 'identifier', 'children': [], 'value': 'total_value'}; {'id': '262', 'type': 'subscript', 'children': ['263', '271']}, {'id': '263', 'type': 'subscript', 'children': ['264', '265']}; {'id': '264', 'type': 'identifier', 'children': [], 'value': 'dpmat'}, {'id': '265', 'type': 'binary_operator', 'children': ['266', '270'], 'value': '-'}; {'id': '266', 'type': 'call', 'children': ['267', '268']}, {'id': '267', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '268', 'type': 'argument_list', 'children': ['269']}, {'id': '269', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '270', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '271', 'type': 'identifier', 'children': [], 'value': 'maxweight'}; {'id': '272', 'type': 'return_statement', 'children': ['273']}, {'id': '273', 'type': 'expression_list', 'children': ['274', '275']}; {'id': '274', 'type': 'identifier', 'children': [], 'value': 'total_value'}, {'id': '275', 'type': 'identifier', 'children': [], 'value': 'items_subset'}
def knapsack_iterative_int(items, maxweight): r values = [t[0] for t in items] weights = [t[1] for t in items] maxsize = maxweight + 1 dpmat = defaultdict(lambda: defaultdict(lambda: np.inf)) kmat = defaultdict(lambda: defaultdict(lambda: False)) idx_subset = [] for w in range(maxsize): dpmat[0][w] = 0 for idx in range(len(items)): item_val = values[idx] item_weight = weights[idx] for w in range(maxsize): valid_item = item_weight <= w if idx > 0: prev_val = dpmat[idx - 1][w] prev_noitem_val = dpmat[idx - 1][w - item_weight] else: prev_val = 0 prev_noitem_val = 0 withitem_val = item_val + prev_noitem_val more_valuable = withitem_val > prev_val if valid_item and more_valuable: dpmat[idx][w] = withitem_val kmat[idx][w] = True else: dpmat[idx][w] = prev_val kmat[idx][w] = False K = maxweight for idx in reversed(range(len(items))): if kmat[idx][K]: idx_subset.append(idx) K = K - weights[idx] idx_subset = sorted(idx_subset) items_subset = [items[i] for i in idx_subset] total_value = dpmat[len(items) - 1][maxweight] return total_value, items_subset
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{'id': '46', 'type': 'identifier', 'children': [], 'value': 'weights'}, {'id': '47', 'type': 'call', 'children': ['48', '54']}; {'id': '48', 'type': 'attribute', 'children': ['49', '53']}, {'id': '49', 'type': 'parenthesized_expression', 'children': ['50']}; {'id': '50', 'type': 'binary_operator', 'children': ['51', '52'], 'value': '*'}, {'id': '51', 'type': 'identifier', 'children': [], 'value': 'weights'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'coeff'}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'astype'}; {'id': '54', 'type': 'argument_list', 'children': ['55']}, {'id': '55', 'type': 'attribute', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'np'}, {'id': '57', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '58', 'type': 'expression_statement', 'children': ['59']}, {'id': '59', 'type': 'assignment', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'values'}, {'id': '61', 'type': 'subscript', 'children': ['62', '65']}; {'id': '62', 'type': 'attribute', 'children': ['63', '64']}, {'id': '63', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'T'}, {'id': '65', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '66', 'type': 'expression_statement', 'children': ['67']}, {'id': '67', 'type': 'assignment', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'MAXWEIGHT'}, {'id': '69', 'type': 'call', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'int'}, {'id': '71', 'type': 'argument_list', 'children': ['72']}; {'id': '72', 'type': 'binary_operator', 'children': ['73', '74'], 'value': '*'}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 'maxweight'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'coeff'}, {'id': '75', 'type': 'expression_statement', 'children': ['76']}; {'id': '76', 'type': 'assignment', 'children': ['77', '78']}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'W_SIZE'}; {'id': '78', 'type': 'binary_operator', 'children': ['79', '80'], 'value': '+'}, {'id': '79', 'type': 'identifier', 'children': [], 'value': 'MAXWEIGHT'}; {'id': '80', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '81', 'type': 'expression_statement', 'children': ['82']}; {'id': '82', 'type': 'assignment', 'children': ['83', '84']}, {'id': '83', 'type': 'identifier', 'children': [], 'value': 'dpmat'}; {'id': '84', 'type': 'call', 'children': ['85', '88']}, {'id': '85', 'type': 'attribute', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'np'}, {'id': '87', 'type': 'identifier', 'children': [], 'value': 'full'}; {'id': '88', 'type': 'argument_list', 'children': ['89', '95']}, {'id': '89', 'type': 'tuple', 'children': ['90', '94']}; {'id': '90', 'type': 'call', 'children': ['91', '92']}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '92', 'type': 'argument_list', 'children': ['93']}, {'id': '93', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'W_SIZE'}, {'id': '95', 'type': 'attribute', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'np'}, {'id': '97', 'type': 'identifier', 'children': [], 'value': 'inf'}; {'id': '98', 'type': 'expression_statement', 'children': ['99']}, {'id': '99', 'type': 'assignment', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'kmat'}, {'id': '101', 'type': 'call', 'children': ['102', '105']}; {'id': '102', 'type': 'attribute', 'children': ['103', '104']}, {'id': '103', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'full'}, {'id': '105', 'type': 'argument_list', 'children': ['106', '112', '113']}; {'id': '106', 'type': 'tuple', 'children': ['107', '111']}, {'id': '107', 'type': 'call', 'children': ['108', '109']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '109', 'type': 'argument_list', 'children': ['110']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'items'}, {'id': '111', 'type': 'identifier', 'children': [], 'value': 'W_SIZE'}; {'id': '112', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '113', 'type': 'keyword_argument', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'dtype'}, {'id': '115', 'type': 'attribute', 'children': ['116', '117']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'np'}, {'id': '117', 'type': 'identifier', 'children': [], 'value': 'bool'}; {'id': '118', 'type': 'expression_statement', 'children': ['119']}, {'id': '119', 'type': 'assignment', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'idx_subset'}, {'id': '121', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '122', 'type': 'for_statement', 'children': ['123', '124', '128']}, {'id': '123', 'type': 'identifier', 'children': [], 'value': 'w'}; {'id': '124', 'type': 'call', 'children': ['125', '126']}, {'id': '125', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '126', 'type': 'argument_list', 'children': ['127']}, {'id': '127', 'type': 'identifier', 'children': [], 'value': 'W_SIZE'}; {'id': '128', 'type': 'block', 'children': ['129']}, {'id': '129', 'type': 'expression_statement', 'children': ['130']}; {'id': '130', 'type': 'assignment', 'children': ['131', '136']}, {'id': '131', 'type': 'subscript', 'children': ['132', '135']}; {'id': '132', 'type': 'subscript', 'children': ['133', '134']}, {'id': '133', 'type': 'identifier', 'children': [], 'value': 'dpmat'}; {'id': '134', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '135', 'type': 'identifier', 'children': [], 'value': 'w'}; {'id': '136', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '137', 'type': 'for_statement', 'children': ['138', '139', '147']}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'idx'}, {'id': '139', 'type': 'call', 'children': ['140', '141']}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'range'}, {'id': '141', 'type': 'argument_list', 'children': ['142', '143']}; {'id': '142', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '143', 'type': 'call', 'children': ['144', '145']}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '145', 'type': 'argument_list', 'children': ['146']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'items'}, {'id': '147', 'type': 'block', 'children': ['148', '154', '160']}; {'id': '148', 'type': 'expression_statement', 'children': ['149']}, {'id': '149', 'type': 'assignment', 'children': ['150', '151']}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'item_val'}, {'id': '151', 'type': 'subscript', 'children': ['152', '153']}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'values'}, {'id': '153', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '154', 'type': 'expression_statement', 'children': ['155']}, {'id': '155', 'type': 'assignment', 'children': ['156', '157']}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'item_weight'}, {'id': '157', 'type': 'subscript', 'children': ['158', '159']}; {'id': '158', 'type': 'identifier', 'children': [], 'value': 'weights'}, {'id': '159', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '160', 'type': 'for_statement', 'children': ['161', '162', '166']}, {'id': '161', 'type': 'identifier', 'children': [], 'value': 'w'}; {'id': '162', 'type': 'call', 'children': ['163', '164']}, {'id': '163', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '164', 'type': 'argument_list', 'children': ['165']}, {'id': '165', 'type': 'identifier', 'children': [], 'value': 'W_SIZE'}; {'id': '166', 'type': 'block', 'children': ['167', '173', '183', '216', '227']}, {'id': '167', 'type': 'expression_statement', 'children': ['168']}; {'id': '168', 'type': 'assignment', 'children': ['169', '170']}, {'id': '169', 'type': 'identifier', 'children': [], 'value': 'valid_item'}; {'id': '170', 'type': 'comparison_operator', 'children': ['171', '172'], 'value': '<='}, {'id': '171', 'type': 'identifier', 'children': [], 'value': 'item_weight'}; {'id': '172', 'type': 'identifier', 'children': [], 'value': 'w'}, {'id': '173', 'type': 'expression_statement', 'children': ['174']}; {'id': '174', 'type': 'assignment', 'children': ['175', '176']}, {'id': '175', 'type': 'identifier', 'children': [], 'value': 'prev_val'}; {'id': '176', 'type': 'subscript', 'children': ['177', '182']}, {'id': '177', 'type': 'subscript', 'children': ['178', '179']}; {'id': '178', 'type': 'identifier', 'children': [], 'value': 'dpmat'}, {'id': '179', 'type': 'binary_operator', 'children': ['180', '181'], 'value': '-'}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'idx'}, {'id': '181', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'w'}, {'id': '183', 'type': 'if_statement', 'children': ['184', '185', '210']}; {'id': '184', 'type': 'identifier', 'children': [], 'value': 'valid_item'}, {'id': '185', 'type': 'block', 'children': ['186', '198', '204']}; {'id': '186', 'type': 'expression_statement', 'children': ['187']}, {'id': '187', 'type': 'assignment', 'children': ['188', '189']}; {'id': '188', 'type': 'identifier', 'children': [], 'value': 'prev_noitem_val'}, {'id': '189', 'type': 'subscript', 'children': ['190', '195']}; {'id': '190', 'type': 'subscript', 'children': ['191', '192']}, {'id': '191', 'type': 'identifier', 'children': [], 'value': 'dpmat'}; {'id': '192', 'type': 'binary_operator', 'children': ['193', '194'], 'value': '-'}, {'id': '193', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '194', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '195', 'type': 'binary_operator', 'children': ['196', '197'], 'value': '-'}; {'id': '196', 'type': 'identifier', 'children': [], 'value': 'w'}, {'id': '197', 'type': 'identifier', 'children': [], 'value': 'item_weight'}; {'id': '198', 'type': 'expression_statement', 'children': ['199']}, {'id': '199', 'type': 'assignment', 'children': ['200', '201']}; {'id': '200', 'type': 'identifier', 'children': [], 'value': 'withitem_val'}, {'id': '201', 'type': 'binary_operator', 'children': ['202', '203'], 'value': '+'}; {'id': '202', 'type': 'identifier', 'children': [], 'value': 'item_val'}, {'id': '203', 'type': 'identifier', 'children': [], 'value': 'prev_noitem_val'}; {'id': '204', 'type': 'expression_statement', 'children': ['205']}, {'id': '205', 'type': 'assignment', 'children': ['206', '207']}; {'id': '206', 'type': 'identifier', 'children': [], 'value': 'more_valuable'}, {'id': '207', 'type': 'comparison_operator', 'children': ['208', '209'], 'value': '>'}; {'id': '208', 'type': 'identifier', 'children': [], 'value': 'withitem_val'}, {'id': '209', 'type': 'identifier', 'children': [], 'value': 'prev_val'}; {'id': '210', 'type': 'else_clause', 'children': ['211']}, {'id': '211', 'type': 'block', 'children': ['212']}; {'id': '212', 'type': 'expression_statement', 'children': ['213']}, {'id': '213', 'type': 'assignment', 'children': ['214', '215']}; {'id': '214', 'type': 'identifier', 'children': [], 'value': 'more_valuable'}, {'id': '215', 'type': 'False', 'children': []}; {'id': '216', 'type': 'expression_statement', 'children': ['217']}, {'id': '217', 'type': 'assignment', 'children': ['218', '223']}; {'id': '218', 'type': 'subscript', 'children': ['219', '222']}, {'id': '219', 'type': 'subscript', 'children': ['220', '221']}; {'id': '220', 'type': 'identifier', 'children': [], 'value': 'dpmat'}, {'id': '221', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '222', 'type': 'identifier', 'children': [], 'value': 'w'}, {'id': '223', 'type': 'conditional_expression', 'children': ['224', '225', '226'], 'value': 'if'}; {'id': '224', 'type': 'identifier', 'children': [], 'value': 'withitem_val'}, {'id': '225', 'type': 'identifier', 'children': [], 'value': 'more_valuable'}; {'id': '226', 'type': 'identifier', 'children': [], 'value': 'prev_val'}, {'id': '227', 'type': 'expression_statement', 'children': ['228']}; {'id': '228', 'type': 'assignment', 'children': ['229', '234']}, {'id': '229', 'type': 'subscript', 'children': ['230', '233']}; {'id': '230', 'type': 'subscript', 'children': ['231', '232']}, {'id': '231', 'type': 'identifier', 'children': [], 'value': 'kmat'}; {'id': '232', 'type': 'identifier', 'children': [], 'value': 'idx'}, {'id': '233', 'type': 'identifier', 'children': [], 'value': 'w'}; {'id': '234', 'type': 'identifier', 'children': [], 'value': 'more_valuable'}, {'id': '235', 'type': 'expression_statement', 'children': ['236']}; {'id': '236', 'type': 'assignment', 'children': ['237', '238']}, {'id': '237', 'type': 'identifier', 'children': [], 'value': 'K'}; {'id': '238', 'type': 'identifier', 'children': [], 'value': 'MAXWEIGHT'}, {'id': '239', 'type': 'for_statement', 'children': ['240', '241', '252']}; {'id': '240', 'type': 'identifier', 'children': [], 'value': 'idx'}, {'id': '241', 'type': 'call', 'children': ['242', '243']}; {'id': '242', 'type': 'identifier', 'children': [], 'value': 'reversed'}, {'id': '243', 'type': 'argument_list', 'children': ['244']}; {'id': '244', 'type': 'call', 'children': ['245', '246']}, {'id': '245', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '246', 'type': 'argument_list', 'children': ['247', '248']}, {'id': '247', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '248', 'type': 'call', 'children': ['249', '250']}, {'id': '249', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '250', 'type': 'argument_list', 'children': ['251']}, {'id': '251', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '252', 'type': 'block', 'children': ['253']}, {'id': '253', 'type': 'if_statement', 'children': ['254', '258']}; {'id': '254', 'type': 'subscript', 'children': ['255', '256', '257']}, {'id': '255', 'type': 'identifier', 'children': [], 'value': 'kmat'}; {'id': '256', 'type': 'identifier', 'children': [], 'value': 'idx'}, {'id': '257', 'type': 'identifier', 'children': [], 'value': 'K'}; {'id': '258', 'type': 'block', 'children': ['259', '266']}, {'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': 'idx_subset'}, {'id': '263', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '264', 'type': 'argument_list', 'children': ['265']}, {'id': '265', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '266', 'type': 'expression_statement', 'children': ['267']}, {'id': '267', 'type': 'assignment', 'children': ['268', '269']}; {'id': '268', 'type': 'identifier', 'children': [], 'value': 'K'}, {'id': '269', 'type': 'binary_operator', 'children': ['270', '271'], 'value': '-'}; {'id': '270', 'type': 'identifier', 'children': [], 'value': 'K'}, {'id': '271', 'type': 'subscript', 'children': ['272', '273']}; {'id': '272', 'type': 'identifier', 'children': [], 'value': 'weights'}, {'id': '273', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '274', 'type': 'expression_statement', 'children': ['275']}, {'id': '275', 'type': 'assignment', 'children': ['276', '277']}; {'id': '276', 'type': 'identifier', 'children': [], 'value': 'idx_subset'}, {'id': '277', 'type': 'call', 'children': ['278', '279']}; {'id': '278', 'type': 'identifier', 'children': [], 'value': 'sorted'}, {'id': '279', 'type': 'argument_list', 'children': ['280']}; {'id': '280', 'type': 'identifier', 'children': [], 'value': 'idx_subset'}, {'id': '281', 'type': 'expression_statement', 'children': ['282']}; {'id': '282', 'type': 'assignment', 'children': ['283', '284']}, {'id': '283', 'type': 'identifier', 'children': [], 'value': 'items_subset'}; {'id': '284', 'type': 'list_comprehension', 'children': ['285', '288']}, {'id': '285', 'type': 'subscript', 'children': ['286', '287']}; {'id': '286', 'type': 'identifier', 'children': [], 'value': 'items'}, {'id': '287', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '288', 'type': 'for_in_clause', 'children': ['289', '290']}, {'id': '289', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '290', 'type': 'identifier', 'children': [], 'value': 'idx_subset'}, {'id': '291', 'type': 'expression_statement', 'children': ['292']}; {'id': '292', 'type': 'assignment', 'children': ['293', '294']}, {'id': '293', 'type': 'identifier', 'children': [], 'value': 'total_value'}; {'id': '294', 'type': 'subscript', 'children': ['295', '303']}, {'id': '295', 'type': 'subscript', 'children': ['296', '297']}; {'id': '296', 'type': 'identifier', 'children': [], 'value': 'dpmat'}, {'id': '297', 'type': 'binary_operator', 'children': ['298', '302'], 'value': '-'}; {'id': '298', 'type': 'call', 'children': ['299', '300']}, {'id': '299', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '300', 'type': 'argument_list', 'children': ['301']}, {'id': '301', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '302', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '303', 'type': 'identifier', 'children': [], 'value': 'MAXWEIGHT'}; {'id': '304', 'type': 'return_statement', 'children': ['305']}, {'id': '305', 'type': 'expression_list', 'children': ['306', '307']}; {'id': '306', 'type': 'identifier', 'children': [], 'value': 'total_value'}, {'id': '307', 'type': 'identifier', 'children': [], 'value': 'items_subset'}
def knapsack_iterative_numpy(items, maxweight): items = np.array(items) weights = items.T[1] max_exp = max([number_of_decimals(w_) for w_ in weights]) coeff = 10 ** max_exp weights = (weights * coeff).astype(np.int) values = items.T[0] MAXWEIGHT = int(maxweight * coeff) W_SIZE = MAXWEIGHT + 1 dpmat = np.full((len(items), W_SIZE), np.inf) kmat = np.full((len(items), W_SIZE), 0, dtype=np.bool) idx_subset = [] for w in range(W_SIZE): dpmat[0][w] = 0 for idx in range(1, len(items)): item_val = values[idx] item_weight = weights[idx] for w in range(W_SIZE): valid_item = item_weight <= w prev_val = dpmat[idx - 1][w] if valid_item: prev_noitem_val = dpmat[idx - 1][w - item_weight] withitem_val = item_val + prev_noitem_val more_valuable = withitem_val > prev_val else: more_valuable = False dpmat[idx][w] = withitem_val if more_valuable else prev_val kmat[idx][w] = more_valuable K = MAXWEIGHT for idx in reversed(range(1, len(items))): if kmat[idx, K]: idx_subset.append(idx) K = K - weights[idx] idx_subset = sorted(idx_subset) items_subset = [items[i] for i in idx_subset] total_value = dpmat[len(items) - 1][MAXWEIGHT] return total_value, items_subset
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'knapsack_greedy'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'items'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'maxweight'}; {'id': '6', 'type': 'block', 'children': ['7', '9', '13', '17', '21', '61']}, {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'r'}, {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'assignment', 'children': ['11', '12']}, {'id': '11', 'type': 'identifier', 'children': [], 'value': 'items_subset'}; {'id': '12', 'type': 'list', 'children': [], 'value': '[]'}, {'id': '13', 'type': 'expression_statement', 'children': ['14']}; {'id': '14', 'type': 'assignment', 'children': ['15', '16']}, {'id': '15', 'type': 'identifier', 'children': [], 'value': 'total_weight'}; {'id': '16', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '17', 'type': 'expression_statement', 'children': ['18']}; {'id': '18', 'type': 'assignment', 'children': ['19', '20']}, {'id': '19', 'type': 'identifier', 'children': [], 'value': 'total_value'}; {'id': '20', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '21', 'type': 'for_statement', 'children': ['22', '23', '24']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'item'}, {'id': '23', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '24', 'type': 'block', 'children': ['25', '36']}, {'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': 'value'}, {'id': '29', 'type': 'identifier', 'children': [], 'value': 'weight'}; {'id': '30', 'type': 'subscript', 'children': ['31', '32']}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '32', 'type': 'slice', 'children': ['33', '34', '35']}, {'id': '33', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '34', 'type': 'colon', 'children': []}, {'id': '35', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '36', 'type': 'if_statement', 'children': ['37', '42', '44']}, {'id': '37', 'type': 'comparison_operator', 'children': ['38', '41'], 'value': '>'}; {'id': '38', 'type': 'binary_operator', 'children': ['39', '40'], 'value': '+'}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'total_weight'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'weight'}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'maxweight'}; {'id': '42', 'type': 'block', 'children': ['43']}, {'id': '43', 'type': 'continue_statement', 'children': []}; {'id': '44', 'type': 'else_clause', 'children': ['45']}, {'id': '45', 'type': 'block', 'children': ['46', '53', '57']}; {'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': 'items_subset'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '51', 'type': 'argument_list', 'children': ['52']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'item'}, {'id': '53', 'type': 'expression_statement', 'children': ['54']}; {'id': '54', 'type': 'augmented_assignment', 'children': ['55', '56'], 'value': '+='}, {'id': '55', 'type': 'identifier', 'children': [], 'value': 'total_weight'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'weight'}, {'id': '57', 'type': 'expression_statement', 'children': ['58']}; {'id': '58', 'type': 'augmented_assignment', 'children': ['59', '60'], 'value': '+='}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'total_value'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'value'}, {'id': '61', 'type': 'return_statement', 'children': ['62']}; {'id': '62', 'type': 'expression_list', 'children': ['63', '64']}, {'id': '63', 'type': 'identifier', 'children': [], 'value': 'total_value'}
def knapsack_greedy(items, maxweight): r items_subset = [] total_weight = 0 total_value = 0 for item in items: value, weight = item[0:2] if total_weight + weight > maxweight: continue else: items_subset.append(item) total_weight += weight total_value += value return total_value, items_subset
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'ungroup_gen'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'grouped_items'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'groupxs'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}, {'id': '7', 'type': 'identifier', 'children': [], 'value': 'fill'}; {'id': '8', 'type': 'None', 'children': []}, {'id': '9', 'type': 'block', 'children': ['10', '15', '32', '45', '54', '63', '73', '82', '86', '90', '94', '116', '122', '141']}; {'id': '10', 'type': 'import_statement', 'children': ['11']}, {'id': '11', 'type': 'aliased_import', 'children': ['12', '14']}; {'id': '12', 'type': 'dotted_name', 'children': ['13']}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'utool'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'ut'}, {'id': '15', 'type': 'expression_statement', 'children': ['16']}; {'id': '16', 'type': 'assignment', 'children': ['17', '18']}, {'id': '17', 'type': 'identifier', 'children': [], 'value': 'minpergroup'}; {'id': '18', 'type': 'list_comprehension', 'children': ['19', '29']}, {'id': '19', 'type': 'conditional_expression', 'children': ['20', '24', '28'], 'value': 'if'}; {'id': '20', 'type': 'call', 'children': ['21', '22']}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '22', 'type': 'argument_list', 'children': ['23']}, {'id': '23', 'type': 'identifier', 'children': [], 'value': 'xs'}; {'id': '24', 'type': 'call', 'children': ['25', '26']}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '26', 'type': 'argument_list', 'children': ['27']}, {'id': '27', 'type': 'identifier', 'children': [], 'value': 'xs'}; {'id': '28', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '29', 'type': 'for_in_clause', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'xs'}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'groupxs'}; {'id': '32', 'type': 'expression_statement', 'children': ['33']}, {'id': '33', 'type': 'assignment', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'minval'}, {'id': '35', 'type': 'conditional_expression', 'children': ['36', '40', '44'], 'value': 'if'}; {'id': '36', 'type': 'call', 'children': ['37', '38']}, {'id': '37', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '38', 'type': 'argument_list', 'children': ['39']}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'minpergroup'}; {'id': '40', 'type': 'call', 'children': ['41', '42']}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '42', 'type': 'argument_list', 'children': ['43']}, {'id': '43', 'type': 'identifier', 'children': [], 'value': 'minpergroup'}; {'id': '44', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '45', 'type': 'expression_statement', 'children': ['46']}; {'id': '46', 'type': 'assignment', 'children': ['47', '48']}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'flat_groupx'}; {'id': '48', 'type': 'call', 'children': ['49', '52']}, {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'ut'}, {'id': '51', 'type': 'identifier', 'children': [], 'value': 'flatten'}; {'id': '52', 'type': 'argument_list', 'children': ['53']}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'groupxs'}; {'id': '54', 'type': 'expression_statement', 'children': ['55']}, {'id': '55', 'type': 'assignment', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'sortx'}, {'id': '57', 'type': 'call', 'children': ['58', '61']}; {'id': '58', 'type': 'attribute', 'children': ['59', '60']}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'ut'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'argsort'}, {'id': '61', 'type': 'argument_list', 'children': ['62']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'flat_groupx'}, {'id': '63', 'type': 'expression_statement', 'children': ['64']}; {'id': '64', 'type': 'assignment', 'children': ['65', '66']}, {'id': '65', 'type': 'identifier', 'children': [], 'value': 'groupx_sorted'}; {'id': '66', 'type': 'call', 'children': ['67', '70']}, {'id': '67', 'type': 'attribute', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'ut'}, {'id': '69', 'type': 'identifier', 'children': [], 'value': 'take'}; {'id': '70', 'type': 'argument_list', 'children': ['71', '72']}, {'id': '71', 'type': 'identifier', 'children': [], 'value': 'flat_groupx'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'sortx'}, {'id': '73', 'type': 'expression_statement', 'children': ['74']}; {'id': '74', 'type': 'assignment', 'children': ['75', '76']}, {'id': '75', 'type': 'identifier', 'children': [], 'value': 'flat_items'}; {'id': '76', 'type': 'call', 'children': ['77', '80']}, {'id': '77', 'type': 'attribute', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'ut'}, {'id': '79', 'type': 'identifier', 'children': [], 'value': 'iflatten'}; {'id': '80', 'type': 'argument_list', 'children': ['81']}, {'id': '81', 'type': 'identifier', 'children': [], 'value': 'grouped_items'}; {'id': '82', 'type': 'expression_statement', 'children': ['83']}, {'id': '83', 'type': 'assignment', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'toyeild'}, {'id': '85', 'type': 'dictionary', 'children': []}; {'id': '86', 'type': 'expression_statement', 'children': ['87']}, {'id': '87', 'type': 'assignment', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'items_yeilded'}, {'id': '89', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '90', 'type': 'expression_statement', 'children': ['91']}, {'id': '91', 'type': 'assignment', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'current_index'}, {'id': '93', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '94', 'type': 'expression_statement', 'children': ['95']}, {'id': '95', 'type': 'assignment', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'num_fills_before'}, {'id': '97', 'type': 'binary_operator', 'children': ['98', '114'], 'value': '+'}; {'id': '98', 'type': 'binary_operator', 'children': ['99', '101'], 'value': '+'}, {'id': '99', 'type': 'list', 'children': ['100'], 'value': '[minval]'}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'minval'}, {'id': '101', 'type': 'call', 'children': ['102', '113']}; {'id': '102', 'type': 'attribute', 'children': ['103', '112']}, {'id': '103', 'type': 'parenthesized_expression', 'children': ['104']}; {'id': '104', 'type': 'binary_operator', 'children': ['105', '111'], 'value': '-'}, {'id': '105', 'type': 'call', 'children': ['106', '109']}; {'id': '106', 'type': 'attribute', 'children': ['107', '108']}, {'id': '107', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'diff'}, {'id': '109', 'type': 'argument_list', 'children': ['110']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'groupx_sorted'}, {'id': '111', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'tolist'}, {'id': '113', 'type': 'argument_list', 'children': []}; {'id': '114', 'type': 'list', 'children': ['115'], 'value': '[0]'}, {'id': '115', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '116', 'type': 'expression_statement', 'children': ['117']}, {'id': '117', 'type': 'assignment', 'children': ['118', '119']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'fills'}, {'id': '119', 'type': 'subscript', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'num_fills_before'}, {'id': '121', 'type': 'identifier', 'children': [], 'value': 'items_yeilded'}; {'id': '122', 'type': 'if_statement', 'children': ['123', '126']}, {'id': '123', 'type': 'comparison_operator', 'children': ['124', '125'], 'value': '>'}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'fills'}, {'id': '125', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '126', 'type': 'block', 'children': ['127']}, {'id': '127', 'type': 'for_statement', 'children': ['128', '129', '133']}; {'id': '128', 'type': 'identifier', 'children': [], 'value': '_'}, {'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': 'fills'}, {'id': '133', 'type': 'block', 'children': ['134', '137']}; {'id': '134', 'type': 'expression_statement', 'children': ['135']}, {'id': '135', 'type': 'yield', 'children': ['136']}; {'id': '136', 'type': 'None', 'children': []}, {'id': '137', 'type': 'expression_statement', 'children': ['138']}; {'id': '138', 'type': 'augmented_assignment', 'children': ['139', '140'], 'value': '+='}, {'id': '139', 'type': 'identifier', 'children': [], 'value': 'current_index'}; {'id': '140', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '141', 'type': 'for_statement', 'children': ['142', '145', '150']}; {'id': '142', 'type': 'pattern_list', 'children': ['143', '144']}, {'id': '143', 'type': 'identifier', 'children': [], 'value': 'yeild_at'}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'item'}, {'id': '145', 'type': 'call', 'children': ['146', '147']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'zip'}, {'id': '147', 'type': 'argument_list', 'children': ['148', '149']}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'flat_groupx'}, {'id': '149', 'type': 'identifier', 'children': [], 'value': 'flat_items'}; {'id': '150', 'type': 'block', 'children': ['151']}, {'id': '151', 'type': 'if_statement', 'children': ['152', '155', '162']}; {'id': '152', 'type': 'comparison_operator', 'children': ['153', '154'], 'value': '>'}, {'id': '153', 'type': 'identifier', 'children': [], 'value': 'yeild_at'}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'current_index'}, {'id': '155', 'type': 'block', 'children': ['156']}; {'id': '156', 'type': 'expression_statement', 'children': ['157']}, {'id': '157', 'type': 'assignment', 'children': ['158', '161']}; {'id': '158', 'type': 'subscript', 'children': ['159', '160']}, {'id': '159', 'type': 'identifier', 'children': [], 'value': 'toyeild'}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'yeild_at'}, {'id': '161', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '162', 'type': 'elif_clause', 'children': ['163', '166']}, {'id': '163', 'type': 'comparison_operator', 'children': ['164', '165'], 'value': '=='}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'yeild_at'}, {'id': '165', 'type': 'identifier', 'children': [], 'value': 'current_index'}; {'id': '166', 'type': 'block', 'children': ['167', '170', '174', '178', '184', '203']}, {'id': '167', 'type': 'expression_statement', 'children': ['168']}; {'id': '168', 'type': 'yield', 'children': ['169']}, {'id': '169', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '170', 'type': 'expression_statement', 'children': ['171']}, {'id': '171', 'type': 'augmented_assignment', 'children': ['172', '173'], 'value': '+='}; {'id': '172', 'type': 'identifier', 'children': [], 'value': 'current_index'}, {'id': '173', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '174', 'type': 'expression_statement', 'children': ['175']}, {'id': '175', 'type': 'augmented_assignment', 'children': ['176', '177'], 'value': '+='}; {'id': '176', 'type': 'identifier', 'children': [], 'value': 'items_yeilded'}, {'id': '177', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '178', 'type': 'expression_statement', 'children': ['179']}, {'id': '179', 'type': 'assignment', 'children': ['180', '181']}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'fills'}, {'id': '181', 'type': 'subscript', 'children': ['182', '183']}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'num_fills_before'}, {'id': '183', 'type': 'identifier', 'children': [], 'value': 'items_yeilded'}; {'id': '184', 'type': 'if_statement', 'children': ['185', '188']}, {'id': '185', 'type': 'comparison_operator', 'children': ['186', '187'], 'value': '>'}; {'id': '186', 'type': 'identifier', 'children': [], 'value': 'fills'}, {'id': '187', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '188', 'type': 'block', 'children': ['189']}, {'id': '189', 'type': 'for_statement', 'children': ['190', '191', '195']}; {'id': '190', 'type': 'identifier', 'children': [], 'value': '_'}, {'id': '191', 'type': 'call', 'children': ['192', '193']}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'range'}, {'id': '193', 'type': 'argument_list', 'children': ['194']}; {'id': '194', 'type': 'identifier', 'children': [], 'value': 'fills'}, {'id': '195', 'type': 'block', 'children': ['196', '199']}; {'id': '196', 'type': 'expression_statement', 'children': ['197']}, {'id': '197', 'type': 'yield', 'children': ['198']}; {'id': '198', 'type': 'None', 'children': []}, {'id': '199', 'type': 'expression_statement', 'children': ['200']}; {'id': '200', 'type': 'augmented_assignment', 'children': ['201', '202'], 'value': '+='}, {'id': '201', 'type': 'identifier', 'children': [], 'value': 'current_index'}; {'id': '202', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '203', 'type': 'while_statement', 'children': ['204', '207']}; {'id': '204', 'type': 'comparison_operator', 'children': ['205', '206'], 'value': 'in'}, {'id': '205', 'type': 'identifier', 'children': [], 'value': 'current_index'}; {'id': '206', 'type': 'identifier', 'children': [], 'value': 'toyeild'}, {'id': '207', 'type': 'block', 'children': ['208', '217', '220', '224', '228', '234']}; {'id': '208', 'type': 'expression_statement', 'children': ['209']}, {'id': '209', 'type': 'assignment', 'children': ['210', '211']}; {'id': '210', 'type': 'identifier', 'children': [], 'value': 'item'}, {'id': '211', 'type': 'call', 'children': ['212', '215']}; {'id': '212', 'type': 'attribute', 'children': ['213', '214']}, {'id': '213', 'type': 'identifier', 'children': [], 'value': 'toyeild'}; {'id': '214', 'type': 'identifier', 'children': [], 'value': 'pop'}, {'id': '215', 'type': 'argument_list', 'children': ['216']}; {'id': '216', 'type': 'identifier', 'children': [], 'value': 'current_index'}, {'id': '217', 'type': 'expression_statement', 'children': ['218']}; {'id': '218', 'type': 'yield', 'children': ['219']}, {'id': '219', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '220', 'type': 'expression_statement', 'children': ['221']}, {'id': '221', 'type': 'augmented_assignment', 'children': ['222', '223'], 'value': '+='}; {'id': '222', 'type': 'identifier', 'children': [], 'value': 'current_index'}, {'id': '223', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '224', 'type': 'expression_statement', 'children': ['225']}, {'id': '225', 'type': 'augmented_assignment', 'children': ['226', '227'], 'value': '+='}; {'id': '226', 'type': 'identifier', 'children': [], 'value': 'items_yeilded'}, {'id': '227', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '228', 'type': 'expression_statement', 'children': ['229']}, {'id': '229', 'type': 'assignment', 'children': ['230', '231']}; {'id': '230', 'type': 'identifier', 'children': [], 'value': 'fills'}, {'id': '231', 'type': 'subscript', 'children': ['232', '233']}; {'id': '232', 'type': 'identifier', 'children': [], 'value': 'num_fills_before'}, {'id': '233', 'type': 'identifier', 'children': [], 'value': 'items_yeilded'}; {'id': '234', 'type': 'if_statement', 'children': ['235', '238']}, {'id': '235', 'type': 'comparison_operator', 'children': ['236', '237'], 'value': '>'}; {'id': '236', 'type': 'identifier', 'children': [], 'value': 'fills'}, {'id': '237', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '238', 'type': 'block', 'children': ['239']}, {'id': '239', 'type': 'for_statement', 'children': ['240', '241', '245']}; {'id': '240', 'type': 'identifier', 'children': [], 'value': '_'}, {'id': '241', 'type': 'call', 'children': ['242', '243']}; {'id': '242', 'type': 'identifier', 'children': [], 'value': 'range'}, {'id': '243', 'type': 'argument_list', 'children': ['244']}; {'id': '244', 'type': 'identifier', 'children': [], 'value': 'fills'}, {'id': '245', 'type': 'block', 'children': ['246', '249']}; {'id': '246', 'type': 'expression_statement', 'children': ['247']}, {'id': '247', 'type': 'yield', 'children': ['248']}; {'id': '248', 'type': 'None', 'children': []}, {'id': '249', 'type': 'expression_statement', 'children': ['250']}; {'id': '250', 'type': 'augmented_assignment', 'children': ['251', '252'], 'value': '+='}, {'id': '251', 'type': 'identifier', 'children': [], 'value': 'current_index'}
def ungroup_gen(grouped_items, groupxs, fill=None): import utool as ut minpergroup = [min(xs) if len(xs) else 0 for xs in groupxs] minval = min(minpergroup) if len(minpergroup) else 0 flat_groupx = ut.flatten(groupxs) sortx = ut.argsort(flat_groupx) groupx_sorted = ut.take(flat_groupx, sortx) flat_items = ut.iflatten(grouped_items) toyeild = {} items_yeilded = 0 current_index = 0 num_fills_before = [minval] + (np.diff(groupx_sorted) - 1).tolist() + [0] fills = num_fills_before[items_yeilded] if fills > 0: for _ in range(fills): yield None current_index += 1 for yeild_at, item in zip(flat_groupx, flat_items): if yeild_at > current_index: toyeild[yeild_at] = item elif yeild_at == current_index: yield item current_index += 1 items_yeilded += 1 fills = num_fills_before[items_yeilded] if fills > 0: for _ in range(fills): yield None current_index += 1 while current_index in toyeild: item = toyeild.pop(current_index) yield item current_index += 1 items_yeilded += 1 fills = num_fills_before[items_yeilded] if fills > 0: for _ in range(fills): yield None current_index += 1
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'standardize_boolexpr'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'boolexpr_'}, {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'parens'}, {'id': '7', 'type': 'False', 'children': []}; {'id': '8', 'type': 'block', 'children': ['9', '11', '16', '19', '23', '34', '45', '56', '67', '78', '96', '108', '117', '138', '148', '158', '184', '196', '202', '208', '225', '242', '283', '396', '410', '428', '437']}, {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'r'}, {'id': '11', 'type': 'import_statement', 'children': ['12']}; {'id': '12', 'type': 'aliased_import', 'children': ['13', '15']}, {'id': '13', 'type': 'dotted_name', 'children': ['14']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'utool'}, {'id': '15', 'type': 'identifier', 'children': [], 'value': 'ut'}; {'id': '16', 'type': 'import_statement', 'children': ['17']}, {'id': '17', 'type': 'dotted_name', 'children': ['18']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 're'}, {'id': '19', 'type': 'expression_statement', 'children': ['20']}; {'id': '20', 'type': 'assignment', 'children': ['21', '22']}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'onlyvars'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'boolexpr_'}, {'id': '23', 'type': 'expression_statement', 'children': ['24']}; {'id': '24', 'type': 'assignment', 'children': ['25', '26']}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 'onlyvars'}; {'id': '26', 'type': 'call', 'children': ['27', '30']}, {'id': '27', 'type': 'attribute', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 're'}, {'id': '29', 'type': 'identifier', 'children': [], 'value': 'sub'}; {'id': '30', 'type': 'argument_list', 'children': ['31', '32', '33']}, {'id': '31', 'type': 'string', 'children': [], 'value': "'\\\\bnot\\\\b'"}; {'id': '32', 'type': 'string', 'children': [], 'value': "''"}, {'id': '33', 'type': 'identifier', 'children': [], 'value': 'onlyvars'}; {'id': '34', 'type': 'expression_statement', 'children': ['35']}, {'id': '35', 'type': 'assignment', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'onlyvars'}, {'id': '37', 'type': 'call', 'children': ['38', '41']}; {'id': '38', 'type': 'attribute', 'children': ['39', '40']}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 're'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'sub'}, {'id': '41', 'type': 'argument_list', 'children': ['42', '43', '44']}; {'id': '42', 'type': 'string', 'children': [], 'value': "'\\\\band\\\\b'"}, {'id': '43', 'type': 'string', 'children': [], 'value': "''"}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'onlyvars'}, {'id': '45', 'type': 'expression_statement', 'children': ['46']}; {'id': '46', 'type': 'assignment', 'children': ['47', '48']}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'onlyvars'}; {'id': '48', 'type': 'call', 'children': ['49', '52']}, {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 're'}, {'id': '51', 'type': 'identifier', 'children': [], 'value': 'sub'}; {'id': '52', 'type': 'argument_list', 'children': ['53', '54', '55']}, {'id': '53', 'type': 'string', 'children': [], 'value': "'\\\\bor\\\\b'"}; {'id': '54', 'type': 'string', 'children': [], 'value': "''"}, {'id': '55', 'type': 'identifier', 'children': [], 'value': 'onlyvars'}; {'id': '56', 'type': 'expression_statement', 'children': ['57']}, {'id': '57', 'type': 'assignment', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'onlyvars'}, {'id': '59', 'type': 'call', 'children': ['60', '63']}; {'id': '60', 'type': 'attribute', 'children': ['61', '62']}, {'id': '61', 'type': 'identifier', 'children': [], 'value': 're'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'sub'}, {'id': '63', 'type': 'argument_list', 'children': ['64', '65', '66']}; {'id': '64', 'type': 'string', 'children': [], 'value': "'\\\\('"}, {'id': '65', 'type': 'string', 'children': [], 'value': "''"}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'onlyvars'}, {'id': '67', 'type': 'expression_statement', 'children': ['68']}; {'id': '68', 'type': 'assignment', 'children': ['69', '70']}, {'id': '69', 'type': 'identifier', 'children': [], 'value': 'onlyvars'}; {'id': '70', 'type': 'call', 'children': ['71', '74']}, {'id': '71', 'type': 'attribute', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 're'}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 'sub'}; {'id': '74', 'type': 'argument_list', 'children': ['75', '76', '77']}, {'id': '75', 'type': 'string', 'children': [], 'value': "'\\\\)'"}; {'id': '76', 'type': 'string', 'children': [], 'value': "''"}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'onlyvars'}; {'id': '78', 'type': 'expression_statement', 'children': ['79']}, {'id': '79', 'type': 'assignment', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'varnames'}, {'id': '81', 'type': 'call', 'children': ['82', '94']}; {'id': '82', 'type': 'attribute', 'children': ['83', '93']}, {'id': '83', 'type': 'call', 'children': ['84', '92']}; {'id': '84', 'type': 'attribute', 'children': ['85', '91']}, {'id': '85', 'type': 'call', 'children': ['86', '89']}; {'id': '86', 'type': 'attribute', 'children': ['87', '88']}, {'id': '87', 'type': 'identifier', 'children': [], 'value': 'ut'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'remove_doublspaces'}, {'id': '89', 'type': 'argument_list', 'children': ['90']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'onlyvars'}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 'strip'}; {'id': '92', 'type': 'argument_list', 'children': []}, {'id': '93', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '94', 'type': 'argument_list', 'children': ['95']}, {'id': '95', 'type': 'string', 'children': [], 'value': "' '"}; {'id': '96', 'type': 'expression_statement', 'children': ['97']}, {'id': '97', 'type': 'assignment', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'varied_dict'}, {'id': '99', 'type': 'dictionary_comprehension', 'children': ['100', '105']}; {'id': '100', 'type': 'pair', 'children': ['101', '102']}, {'id': '101', 'type': 'identifier', 'children': [], 'value': 'var'}; {'id': '102', 'type': 'list', 'children': ['103', '104'], 'value': '[True, False]'}, {'id': '103', 'type': 'True', 'children': []}; {'id': '104', 'type': 'False', 'children': []}, {'id': '105', 'type': 'for_in_clause', 'children': ['106', '107']}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'var'}, {'id': '107', 'type': 'identifier', 'children': [], 'value': 'varnames'}; {'id': '108', 'type': 'expression_statement', 'children': ['109']}, {'id': '109', 'type': 'assignment', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'bool_states'}, {'id': '111', 'type': 'call', 'children': ['112', '115']}; {'id': '112', 'type': 'attribute', 'children': ['113', '114']}, {'id': '113', 'type': 'identifier', 'children': [], 'value': 'ut'}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'all_dict_combinations'}, {'id': '115', 'type': 'argument_list', 'children': ['116']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'varied_dict'}, {'id': '117', 'type': 'expression_statement', 'children': ['118']}; {'id': '118', 'type': 'assignment', 'children': ['119', '120']}, {'id': '119', 'type': 'identifier', 'children': [], 'value': 'outputs'}; {'id': '120', 'type': 'list_comprehension', 'children': ['121', '135']}, {'id': '121', 'type': 'call', 'children': ['122', '123']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'eval'}, {'id': '123', 'type': 'argument_list', 'children': ['124', '125', '130']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'boolexpr_'}, {'id': '125', 'type': 'call', 'children': ['126', '129']}; {'id': '126', 'type': 'attribute', 'children': ['127', '128']}, {'id': '127', 'type': 'identifier', 'children': [], 'value': 'state'}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'copy'}, {'id': '129', 'type': 'argument_list', 'children': []}; {'id': '130', 'type': 'call', 'children': ['131', '134']}, {'id': '131', 'type': 'attribute', 'children': ['132', '133']}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'state'}, {'id': '133', 'type': 'identifier', 'children': [], 'value': 'copy'}; {'id': '134', 'type': 'argument_list', 'children': []}, {'id': '135', 'type': 'for_in_clause', 'children': ['136', '137']}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'state'}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'bool_states'}; {'id': '138', 'type': 'expression_statement', 'children': ['139']}, {'id': '139', 'type': 'assignment', 'children': ['140', '141']}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'true_states'}, {'id': '141', 'type': 'call', 'children': ['142', '145']}; 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{'id': '174', 'type': 'call', 'children': ['175', '176']}, {'id': '175', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '176', 'type': 'argument_list', 'children': ['177']}, {'id': '177', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '178', 'type': 'for_in_clause', 'children': ['179', '180']}, {'id': '179', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'tup'}, {'id': '181', 'type': 'for_in_clause', 'children': ['182', '183']}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'tup'}, {'id': '183', 'type': 'identifier', 'children': [], 'value': 'true_tuples'}; {'id': '184', 'type': 'expression_statement', 'children': ['185']}, {'id': '185', 'type': 'assignment', 'children': ['186', '187']}; {'id': '186', 'type': 'identifier', 'children': [], 'value': 'ones_bin'}, {'id': '187', 'type': 'list_comprehension', 'children': ['188', '193']}; {'id': '188', 'type': 'call', 'children': ['189', '190']}, {'id': '189', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '190', 'type': 'argument_list', 'children': ['191', '192']}, {'id': '191', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '192', 'type': 'integer', 'children': [], 'value': '2'}, {'id': '193', 'type': 'for_in_clause', 'children': ['194', '195']}; {'id': '194', 'type': 'identifier', 'children': [], 'value': 'x'}, {'id': '195', 'type': 'identifier', 'children': [], 'value': 'true_cases'}; {'id': '196', 'type': 'import_from_statement', 'children': ['197', '200']}, {'id': '197', 'type': 'dotted_name', 'children': ['198', '199']}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'quine_mccluskey'}, {'id': '199', 'type': 'identifier', 'children': [], 'value': 'qm'}; {'id': '200', 'type': 'dotted_name', 'children': ['201']}, {'id': '201', 'type': 'identifier', 'children': [], 'value': 'QuineMcCluskey'}; {'id': '202', 'type': 'expression_statement', 'children': ['203']}, {'id': '203', 'type': 'assignment', 'children': ['204', '205']}; {'id': '204', 'type': 'identifier', 'children': [], 'value': 'qm'}, {'id': '205', 'type': 'call', 'children': ['206', '207']}; {'id': '206', 'type': 'identifier', 'children': [], 'value': 'QuineMcCluskey'}, {'id': '207', 'type': 'argument_list', 'children': []}; {'id': '208', 'type': 'expression_statement', 'children': ['209']}, {'id': '209', 'type': 'assignment', 'children': ['210', '211']}; {'id': '210', 'type': 'identifier', 'children': [], 'value': 'result'}, {'id': '211', 'type': 'call', 'children': ['212', '215']}; {'id': '212', 'type': 'attribute', 'children': ['213', '214']}, {'id': '213', 'type': 'identifier', 'children': [], 'value': 'qm'}; {'id': '214', 'type': 'identifier', 'children': [], 'value': 'simplify'}, {'id': '215', 'type': 'argument_list', 'children': ['216', '219']}; {'id': '216', 'type': 'keyword_argument', 'children': ['217', '218']}, {'id': '217', 'type': 'identifier', 'children': [], 'value': 'ones'}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'ones_bin'}, {'id': '219', 'type': 'keyword_argument', 'children': ['220', '221']}; {'id': '220', 'type': 'identifier', 'children': [], 'value': 'num_bits'}, {'id': '221', 'type': 'call', 'children': ['222', '223']}; {'id': '222', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '223', 'type': 'argument_list', 'children': ['224']}; {'id': '224', 'type': 'identifier', 'children': [], 'value': 'varnames'}, {'id': '225', 'type': 'expression_statement', 'children': ['226']}; {'id': '226', 'type': 'assignment', 'children': ['227', '228']}, {'id': '227', 'type': 'identifier', 'children': [], 'value': 'grouped_terms'}; {'id': '228', 'type': 'list_comprehension', 'children': ['229', '239']}, {'id': '229', 'type': 'call', 'children': ['230', '231']}; {'id': '230', 'type': 'identifier', 'children': [], 'value': 'dict'}, {'id': '231', 'type': 'argument_list', 'children': ['232']}; {'id': '232', 'type': 'call', 'children': ['233', '236']}, {'id': '233', 'type': 'attribute', 'children': ['234', '235']}; {'id': '234', 'type': 'identifier', 'children': [], 'value': 'ut'}, {'id': '235', 'type': 'identifier', 'children': [], 'value': 'group_items'}; {'id': '236', 'type': 'argument_list', 'children': ['237', '238']}, {'id': '237', 'type': 'identifier', 'children': [], 'value': 'varnames'}; {'id': '238', 'type': 'identifier', 'children': [], 'value': 'rs'}, {'id': '239', 'type': 'for_in_clause', 'children': ['240', '241']}; {'id': '240', 'type': 'identifier', 'children': [], 'value': 'rs'}, {'id': '241', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '242', 'type': 'function_definition', 'children': ['243', '244', '247']}, {'id': '243', 'type': 'function_name', 'children': [], 'value': 'parenjoin'}; {'id': '244', 'type': 'parameters', 'children': ['245', '246']}, {'id': '245', 'type': 'identifier', 'children': [], 'value': 'char'}; {'id': '246', 'type': 'identifier', 'children': [], 'value': 'list_'}, {'id': '247', 'type': 'block', 'children': ['248']}; {'id': '248', 'type': 'if_statement', 'children': ['249', '255', '258']}, {'id': '249', 'type': 'comparison_operator', 'children': ['250', '254'], 'value': '=='}; {'id': '250', 'type': 'call', 'children': ['251', '252']}, {'id': '251', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '252', 'type': 'argument_list', 'children': ['253']}, {'id': '253', 'type': 'identifier', 'children': [], 'value': 'list_'}; {'id': '254', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '255', 'type': 'block', 'children': ['256']}; {'id': '256', 'type': 'return_statement', 'children': ['257']}, {'id': '257', 'type': 'string', 'children': [], 'value': "''"}; {'id': '258', 'type': 'else_clause', 'children': ['259']}, {'id': '259', 'type': 'block', 'children': ['260']}; {'id': '260', 'type': 'if_statement', 'children': ['261', '262', '274']}, {'id': '261', 'type': 'identifier', 'children': [], 'value': 'parens'}; {'id': '262', 'type': 'block', 'children': ['263']}, {'id': '263', 'type': 'return_statement', 'children': ['264']}; {'id': '264', 'type': 'binary_operator', 'children': ['265', '273'], 'value': '+'}, {'id': '265', 'type': 'binary_operator', 'children': ['266', '267'], 'value': '+'}; {'id': '266', 'type': 'string', 'children': [], 'value': "'('"}, {'id': '267', 'type': 'call', 'children': ['268', '271']}; {'id': '268', 'type': 'attribute', 'children': ['269', '270']}, {'id': '269', 'type': 'identifier', 'children': [], 'value': 'char'}; {'id': '270', 'type': 'identifier', 'children': [], 'value': 'join'}, {'id': '271', 'type': 'argument_list', 'children': ['272']}; {'id': '272', 'type': 'identifier', 'children': [], 'value': 'list_'}, {'id': '273', 'type': 'string', 'children': [], 'value': "')'"}; {'id': '274', 'type': 'else_clause', 'children': ['275']}, {'id': '275', 'type': 'block', 'children': ['276']}; {'id': '276', 'type': 'return_statement', 'children': ['277']}, {'id': '277', 'type': 'call', 'children': ['278', '281']}; {'id': '278', 'type': 'attribute', 'children': ['279', '280']}, {'id': '279', 'type': 'identifier', 'children': [], 'value': 'char'}; {'id': '280', 'type': 'identifier', 'children': [], 'value': 'join'}, {'id': '281', 'type': 'argument_list', 'children': ['282']}; {'id': '282', 'type': 'identifier', 'children': [], 'value': 'list_'}, {'id': '283', 'type': 'if_statement', 'children': ['284', '285', '341']}; {'id': '284', 'type': 'identifier', 'children': [], 'value': 'parens'}, {'id': '285', 'type': 'block', 'children': ['286']}; {'id': '286', 'type': 'expression_statement', 'children': ['287']}, {'id': '287', 'type': 'assignment', 'children': ['288', '289']}; {'id': '288', 'type': 'identifier', 'children': [], 'value': 'expanded_terms'}, {'id': '289', 'type': 'list_comprehension', 'children': ['290', '338']}; {'id': '290', 'type': 'parenthesized_expression', 'children': ['291']}, {'id': '291', 'type': 'binary_operator', 'children': ['292', '315'], 'value': '+'}; {'id': '292', 'type': 'binary_operator', 'children': ['293', '300'], 'value': '+'}, {'id': '293', 'type': 'call', 'children': ['294', '297']}; {'id': '294', 'type': 'attribute', 'children': ['295', '296']}, {'id': '295', 'type': 'identifier', 'children': [], 'value': 'term'}; {'id': '296', 'type': 'identifier', 'children': [], 'value': 'get'}, {'id': '297', 'type': 'argument_list', 'children': ['298', '299']}; {'id': '298', 'type': 'string', 'children': [], 'value': "'1'"}, {'id': '299', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '300', 'type': 'list_comprehension', 'children': ['301', '306']}, {'id': '301', 'type': 'binary_operator', 'children': ['302', '305'], 'value': '+'}; {'id': '302', 'type': 'binary_operator', 'children': ['303', '304'], 'value': '+'}, {'id': '303', 'type': 'string', 'children': [], 'value': "'(not '"}; {'id': '304', 'type': 'identifier', 'children': [], 'value': 'b'}, {'id': '305', 'type': 'string', 'children': [], 'value': "')'"}; {'id': '306', 'type': 'for_in_clause', 'children': ['307', '308']}, {'id': '307', 'type': 'identifier', 'children': [], 'value': 'b'}; {'id': '308', 'type': 'call', 'children': ['309', '312']}, {'id': '309', 'type': 'attribute', 'children': ['310', '311']}; {'id': '310', 'type': 'identifier', 'children': [], 'value': 'term'}, {'id': '311', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '312', 'type': 'argument_list', 'children': ['313', '314']}, {'id': '313', 'type': 'string', 'children': [], 'value': "'0'"}; {'id': '314', 'type': 'list', 'children': [], 'value': '[]'}, {'id': '315', 'type': 'list', 'children': ['316', '327'], 'value': "[\n parenjoin(' ^ ', term.get('^', [])),\n parenjoin(' ~ ', term.get('~', [])),\n ]"}; {'id': '316', 'type': 'call', 'children': ['317', '318']}, {'id': '317', 'type': 'identifier', 'children': [], 'value': 'parenjoin'}; {'id': '318', 'type': 'argument_list', 'children': ['319', '320']}, {'id': '319', 'type': 'string', 'children': [], 'value': "' ^ '"}; {'id': '320', 'type': 'call', 'children': ['321', '324']}, {'id': '321', 'type': 'attribute', 'children': ['322', '323']}; {'id': '322', 'type': 'identifier', 'children': [], 'value': 'term'}, {'id': '323', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '324', 'type': 'argument_list', 'children': ['325', '326']}, {'id': '325', 'type': 'string', 'children': [], 'value': "'^'"}; {'id': '326', 'type': 'list', 'children': [], 'value': '[]'}, {'id': '327', 'type': 'call', 'children': ['328', '329']}; {'id': '328', 'type': 'identifier', 'children': [], 'value': 'parenjoin'}, {'id': '329', 'type': 'argument_list', 'children': ['330', '331']}; {'id': '330', 'type': 'string', 'children': [], 'value': "' ~ '"}, {'id': '331', 'type': 'call', 'children': ['332', '335']}; {'id': '332', 'type': 'attribute', 'children': ['333', '334']}, {'id': '333', 'type': 'identifier', 'children': [], 'value': 'term'}; {'id': '334', 'type': 'identifier', 'children': [], 'value': 'get'}, {'id': '335', 'type': 'argument_list', 'children': ['336', '337']}; {'id': '336', 'type': 'string', 'children': [], 'value': "'~'"}, {'id': '337', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '338', 'type': 'for_in_clause', 'children': ['339', '340']}, {'id': '339', 'type': 'identifier', 'children': [], 'value': 'term'}; {'id': '340', 'type': 'identifier', 'children': [], 'value': 'grouped_terms'}, {'id': '341', 'type': 'else_clause', 'children': ['342']}; {'id': '342', 'type': 'block', 'children': ['343']}, {'id': '343', 'type': 'expression_statement', 'children': ['344']}; {'id': '344', 'type': 'assignment', 'children': ['345', '346']}, {'id': '345', 'type': 'identifier', 'children': [], 'value': 'expanded_terms'}; {'id': '346', 'type': 'list_comprehension', 'children': ['347', '393']}, {'id': '347', 'type': 'parenthesized_expression', 'children': ['348']}; {'id': '348', 'type': 'binary_operator', 'children': ['349', '370'], 'value': '+'}, {'id': '349', 'type': 'binary_operator', 'children': ['350', '357'], 'value': '+'}; {'id': '350', 'type': 'call', 'children': ['351', '354']}, {'id': '351', 'type': 'attribute', 'children': ['352', '353']}; {'id': '352', 'type': 'identifier', 'children': [], 'value': 'term'}, {'id': '353', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '354', 'type': 'argument_list', 'children': ['355', '356']}, {'id': '355', 'type': 'string', 'children': [], 'value': "'1'"}; {'id': '356', 'type': 'list', 'children': [], 'value': '[]'}, {'id': '357', 'type': 'list_comprehension', 'children': ['358', '361']}; {'id': '358', 'type': 'binary_operator', 'children': ['359', '360'], 'value': '+'}, {'id': '359', 'type': 'string', 'children': [], 'value': "'not '"}; {'id': '360', 'type': 'identifier', 'children': [], 'value': 'b'}, {'id': '361', 'type': 'for_in_clause', 'children': ['362', '363']}; {'id': '362', 'type': 'identifier', 'children': [], 'value': 'b'}, {'id': '363', 'type': 'call', 'children': ['364', '367']}; {'id': '364', 'type': 'attribute', 'children': ['365', '366']}, {'id': '365', 'type': 'identifier', 'children': [], 'value': 'term'}; {'id': '366', 'type': 'identifier', 'children': [], 'value': 'get'}, {'id': '367', 'type': 'argument_list', 'children': ['368', '369']}; {'id': '368', 'type': 'string', 'children': [], 'value': "'0'"}, {'id': '369', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '370', 'type': 'list', 'children': ['371', '382'], 'value': "[\n parenjoin(' ^ ', term.get('^', [])),\n parenjoin(' ~ ', term.get('~', [])),\n ]"}, {'id': '371', 'type': 'call', 'children': ['372', '373']}; {'id': '372', 'type': 'identifier', 'children': [], 'value': 'parenjoin'}, {'id': '373', 'type': 'argument_list', 'children': ['374', '375']}; {'id': '374', 'type': 'string', 'children': [], 'value': "' ^ '"}, {'id': '375', 'type': 'call', 'children': ['376', '379']}; {'id': '376', 'type': 'attribute', 'children': ['377', '378']}, {'id': '377', 'type': 'identifier', 'children': [], 'value': 'term'}; {'id': '378', 'type': 'identifier', 'children': [], 'value': 'get'}, {'id': '379', 'type': 'argument_list', 'children': ['380', '381']}; {'id': '380', 'type': 'string', 'children': [], 'value': "'^'"}, {'id': '381', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '382', 'type': 'call', 'children': ['383', '384']}, {'id': '383', 'type': 'identifier', 'children': [], 'value': 'parenjoin'}; {'id': '384', 'type': 'argument_list', 'children': ['385', '386']}, {'id': '385', 'type': 'string', 'children': [], 'value': "' ~ '"}; {'id': '386', 'type': 'call', 'children': ['387', '390']}, {'id': '387', 'type': 'attribute', 'children': ['388', '389']}; {'id': '388', 'type': 'identifier', 'children': [], 'value': 'term'}, {'id': '389', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '390', 'type': 'argument_list', 'children': ['391', '392']}, {'id': '391', 'type': 'string', 'children': [], 'value': "'~'"}; {'id': '392', 'type': 'list', 'children': [], 'value': '[]'}, {'id': '393', 'type': 'for_in_clause', 'children': ['394', '395']}; {'id': '394', 'type': 'identifier', 'children': [], 'value': 'term'}, {'id': '395', 'type': 'identifier', 'children': [], 'value': 'grouped_terms'}; {'id': '396', 'type': 'expression_statement', 'children': ['397']}, {'id': '397', 'type': 'assignment', 'children': ['398', '399']}; {'id': '398', 'type': 'identifier', 'children': [], 'value': 'final_terms'}, {'id': '399', 'type': 'list_comprehension', 'children': ['400', '407']}; {'id': '400', 'type': 'list_comprehension', 'children': ['401', '402', '405']}, {'id': '401', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '402', 'type': 'for_in_clause', 'children': ['403', '404']}, {'id': '403', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '404', 'type': 'identifier', 'children': [], 'value': 'term'}, {'id': '405', 'type': 'if_clause', 'children': ['406']}; {'id': '406', 'type': 'identifier', 'children': [], 'value': 't'}, {'id': '407', 'type': 'for_in_clause', 'children': ['408', '409']}; {'id': '408', 'type': 'identifier', 'children': [], 'value': 'term'}, {'id': '409', 'type': 'identifier', 'children': [], 'value': 'expanded_terms'}; {'id': '410', 'type': 'expression_statement', 'children': ['411']}, {'id': '411', 'type': 'assignment', 'children': ['412', '413']}; {'id': '412', 'type': 'identifier', 'children': [], 'value': 'products'}, {'id': '413', 'type': 'list_comprehension', 'children': ['414', '425']}; {'id': '414', 'type': 'call', 'children': ['415', '416']}, {'id': '415', 'type': 'identifier', 'children': [], 'value': 'parenjoin'}; {'id': '416', 'type': 'argument_list', 'children': ['417', '418']}, {'id': '417', 'type': 'string', 'children': [], 'value': "' and '"}; {'id': '418', 'type': 'list_comprehension', 'children': ['419', '420', '423']}, {'id': '419', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '420', 'type': 'for_in_clause', 'children': ['421', '422']}, {'id': '421', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '422', 'type': 'identifier', 'children': [], 'value': 'form'}, {'id': '423', 'type': 'if_clause', 'children': ['424']}; {'id': '424', 'type': 'identifier', 'children': [], 'value': 'f'}, {'id': '425', 'type': 'for_in_clause', 'children': ['426', '427']}; {'id': '426', 'type': 'identifier', 'children': [], 'value': 'form'}, {'id': '427', 'type': 'identifier', 'children': [], 'value': 'final_terms'}; {'id': '428', 'type': 'expression_statement', 'children': ['429']}, {'id': '429', 'type': 'assignment', 'children': ['430', '431']}; {'id': '430', 'type': 'identifier', 'children': [], 'value': 'final_expr'}, {'id': '431', 'type': 'call', 'children': ['432', '435']}; {'id': '432', 'type': 'attribute', 'children': ['433', '434']}, {'id': '433', 'type': 'string', 'children': [], 'value': "' or '"}; {'id': '434', 'type': 'identifier', 'children': [], 'value': 'join'}, {'id': '435', 'type': 'argument_list', 'children': ['436']}; {'id': '436', 'type': 'identifier', 'children': [], 'value': 'products'}, {'id': '437', 'type': 'return_statement', 'children': ['438']}
def standardize_boolexpr(boolexpr_, parens=False): r import utool as ut import re onlyvars = boolexpr_ onlyvars = re.sub('\\bnot\\b', '', onlyvars) onlyvars = re.sub('\\band\\b', '', onlyvars) onlyvars = re.sub('\\bor\\b', '', onlyvars) onlyvars = re.sub('\\(', '', onlyvars) onlyvars = re.sub('\\)', '', onlyvars) varnames = ut.remove_doublspaces(onlyvars).strip().split(' ') varied_dict = {var: [True, False] for var in varnames} bool_states = ut.all_dict_combinations(varied_dict) outputs = [eval(boolexpr_, state.copy(), state.copy()) for state in bool_states] true_states = ut.compress(bool_states, outputs) true_tuples = ut.take_column(true_states, varnames) true_cases = [str(''.join([str(int(t)) for t in tup])) for tup in true_tuples] ones_bin = [int(x, 2) for x in true_cases] from quine_mccluskey.qm import QuineMcCluskey qm = QuineMcCluskey() result = qm.simplify(ones=ones_bin, num_bits=len(varnames)) grouped_terms = [dict(ut.group_items(varnames, rs)) for rs in result] def parenjoin(char, list_): if len(list_) == 0: return '' else: if parens: return '(' + char.join(list_) + ')' else: return char.join(list_) if parens: expanded_terms = [ ( term.get('1', []) + ['(not ' + b + ')' for b in term.get('0', [])] + [ parenjoin(' ^ ', term.get('^', [])), parenjoin(' ~ ', term.get('~', [])), ] ) for term in grouped_terms ] else: expanded_terms = [ ( term.get('1', []) + ['not ' + b for b in term.get('0', [])] + [ parenjoin(' ^ ', term.get('^', [])), parenjoin(' ~ ', term.get('~', [])), ] ) for term in grouped_terms ] final_terms = [[t for t in term if t] for term in expanded_terms] products = [parenjoin(' and ', [f for f in form if f]) for form in final_terms] final_expr = ' or '.join(products) return final_expr
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'factors'}, {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'n'}, {'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': 'set'}, {'id': '9', 'type': 'argument_list', 'children': ['10']}; {'id': '10', 'type': 'call', 'children': ['11', '12']}, {'id': '11', 'type': 'identifier', 'children': [], 'value': 'reduce'}; {'id': '12', 'type': 'argument_list', 'children': ['13', '16']}, {'id': '13', 'type': 'attribute', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'list'}, {'id': '15', 'type': 'identifier', 'children': [], 'value': '__add__'}; {'id': '16', 'type': 'generator_expression', 'children': ['17', '22', '36']}, {'id': '17', 'type': 'list', 'children': ['18', '19'], 'value': '[i, n // i]'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'i'}, {'id': '19', 'type': 'binary_operator', 'children': ['20', '21'], 'value': '//'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'n'}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '22', 'type': 'for_in_clause', 'children': ['23', '24']}, {'id': '23', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '24', 'type': 'call', 'children': ['25', '26']}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '26', 'type': 'argument_list', 'children': ['27', '28']}, {'id': '27', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '28', 'type': 'binary_operator', 'children': ['29', '35'], 'value': '+'}, {'id': '29', 'type': 'call', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'int'}, {'id': '31', 'type': 'argument_list', 'children': ['32']}; {'id': '32', 'type': 'binary_operator', 'children': ['33', '34'], 'value': '**'}, {'id': '33', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '34', 'type': 'float', 'children': [], 'value': '0.5'}, {'id': '35', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '36', 'type': 'if_clause', 'children': ['37']}, {'id': '37', 'type': 'comparison_operator', 'children': ['38', '41'], 'value': '=='}; {'id': '38', 'type': 'binary_operator', 'children': ['39', '40'], 'value': '%'}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'i'}, {'id': '41', 'type': 'integer', 'children': [], 'value': '0'}
def factors(n): return set(reduce(list.__add__, ([i, n // i] for i in range(1, int(n ** 0.5) + 1) if n % i == 0)))
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'dict_stack'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'dict_list'}, {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'key_prefix'}, {'id': '7', 'type': 'string', 'children': [], 'value': "''"}; {'id': '8', 'type': 'block', 'children': ['9', '11', '18', '44', '51']}, {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'r'}, {'id': '11', 'type': 'expression_statement', 'children': ['12']}; {'id': '12', 'type': 'assignment', 'children': ['13', '14']}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'dict_stacked_'}; {'id': '14', 'type': 'call', 'children': ['15', '16']}, {'id': '15', 'type': 'identifier', 'children': [], 'value': 'defaultdict'}; {'id': '16', 'type': 'argument_list', 'children': ['17']}, {'id': '17', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '18', 'type': 'for_statement', 'children': ['19', '20', '21']}, {'id': '19', 'type': 'identifier', 'children': [], 'value': 'dict_'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'dict_list'}, {'id': '21', 'type': 'block', 'children': ['22']}; {'id': '22', 'type': 'for_statement', 'children': ['23', '26', '32']}, {'id': '23', 'type': 'pattern_list', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '26', 'type': 'call', 'children': ['27', '30']}, {'id': '27', 'type': 'attribute', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'six'}, {'id': '29', 'type': 'identifier', 'children': [], 'value': 'iteritems'}; {'id': '30', 'type': 'argument_list', 'children': ['31']}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'dict_'}; {'id': '32', 'type': 'block', 'children': ['33']}, {'id': '33', 'type': 'expression_statement', 'children': ['34']}; {'id': '34', 'type': 'call', 'children': ['35', '42']}, {'id': '35', 'type': 'attribute', 'children': ['36', '41']}; {'id': '36', 'type': 'subscript', 'children': ['37', '38']}, {'id': '37', 'type': 'identifier', 'children': [], 'value': 'dict_stacked_'}; {'id': '38', 'type': 'binary_operator', 'children': ['39', '40'], 'value': '+'}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'key_prefix'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '42', 'type': 'argument_list', 'children': ['43']}, {'id': '43', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '44', 'type': 'expression_statement', 'children': ['45']}, {'id': '45', 'type': 'assignment', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'dict_stacked'}, {'id': '47', 'type': 'call', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'dict'}, {'id': '49', 'type': 'argument_list', 'children': ['50']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'dict_stacked_'}, {'id': '51', 'type': 'return_statement', 'children': ['52']}
def dict_stack(dict_list, key_prefix=''): r dict_stacked_ = defaultdict(list) for dict_ in dict_list: for key, val in six.iteritems(dict_): dict_stacked_[key_prefix + key].append(val) dict_stacked = dict(dict_stacked_) return dict_stacked
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'invert_dict'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'dict_'}, {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'unique_vals'}, {'id': '7', 'type': 'True', 'children': []}; {'id': '8', 'type': 'block', 'children': ['9', '57']}, {'id': '9', 'type': 'if_statement', 'children': ['10', '11', '39']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'unique_vals'}, {'id': '11', 'type': 'block', 'children': ['12', '29']}; {'id': '12', 'type': 'expression_statement', 'children': ['13']}, {'id': '13', 'type': 'assignment', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'inverted_items'}, {'id': '15', 'type': 'list_comprehension', 'children': ['16', '19']}; {'id': '16', 'type': 'tuple', 'children': ['17', '18']}, {'id': '17', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '19', 'type': 'for_in_clause', 'children': ['20', '23']}; {'id': '20', 'type': 'pattern_list', 'children': ['21', '22']}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'val'}, {'id': '23', 'type': 'call', 'children': ['24', '27']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 'six'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'iteritems'}, {'id': '27', 'type': 'argument_list', 'children': ['28']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'dict_'}, {'id': '29', 'type': 'expression_statement', 'children': ['30']}; {'id': '30', 'type': 'assignment', 'children': ['31', '32']}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'inverted_dict'}; {'id': '32', 'type': 'call', 'children': ['33', '37']}, {'id': '33', 'type': 'call', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'type'}, {'id': '35', 'type': 'argument_list', 'children': ['36']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'dict_'}, {'id': '37', 'type': 'argument_list', 'children': ['38']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'inverted_items'}, {'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': 'inverted_dict'}; {'id': '44', 'type': 'call', 'children': ['45', '46']}, {'id': '45', 'type': 'identifier', 'children': [], 'value': 'group_items'}; {'id': '46', 'type': 'argument_list', 'children': ['47', '52']}, {'id': '47', 'type': 'call', 'children': ['48', '51']}; {'id': '48', 'type': 'attribute', 'children': ['49', '50']}, {'id': '49', 'type': 'identifier', 'children': [], 'value': 'dict_'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'keys'}, {'id': '51', 'type': 'argument_list', 'children': []}; {'id': '52', 'type': 'call', 'children': ['53', '56']}, {'id': '53', 'type': 'attribute', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'dict_'}, {'id': '55', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '56', 'type': 'argument_list', 'children': []}, {'id': '57', 'type': 'return_statement', 'children': ['58']}
def invert_dict(dict_, unique_vals=True): if unique_vals: inverted_items = [(val, key) for key, val in six.iteritems(dict_)] inverted_dict = type(dict_)(inverted_items) else: inverted_dict = group_items(dict_.keys(), dict_.values()) return inverted_dict
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'all_dict_combinations_lbls'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '8']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'varied_dict'}, {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'remove_singles'}, {'id': '7', 'type': 'True', 'children': []}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}, {'id': '9', 'type': 'identifier', 'children': [], 'value': 'allow_lone_singles'}; {'id': '10', 'type': 'False', 'children': []}, {'id': '11', 'type': 'block', 'children': ['12', '41', '105', '118', '148', '171']}; {'id': '12', 'type': 'expression_statement', 'children': ['13']}, {'id': '13', 'type': 'assignment', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'is_lone_single'}, {'id': '15', 'type': 'call', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'all'}, {'id': '17', 'type': 'argument_list', 'children': ['18']}; {'id': '18', 'type': 'list_comprehension', 'children': ['19', '33']}, {'id': '19', 'type': 'boolean_operator', 'children': ['20', '27'], 'value': 'and'}; {'id': '20', 'type': 'call', 'children': ['21', '22']}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '22', 'type': 'argument_list', 'children': ['23', '24']}, {'id': '23', 'type': 'identifier', 'children': [], 'value': 'val_list'}; {'id': '24', 'type': 'tuple', 'children': ['25', '26']}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'tuple'}, {'id': '27', 'type': 'comparison_operator', 'children': ['28', '32'], 'value': '=='}; {'id': '28', 'type': 'call', 'children': ['29', '30']}, {'id': '29', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '30', 'type': 'argument_list', 'children': ['31']}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'val_list'}; {'id': '32', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '33', 'type': 'for_in_clause', 'children': ['34', '37']}; {'id': '34', 'type': 'pattern_list', 'children': ['35', '36']}, {'id': '35', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'val_list'}, {'id': '37', 'type': 'call', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'iteritems_sorted'}, {'id': '39', 'type': 'argument_list', 'children': ['40']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'varied_dict'}, {'id': '41', 'type': 'if_statement', 'children': ['42', '49', '69']}; {'id': '42', 'type': 'boolean_operator', 'children': ['43', '45'], 'value': 'or'}, {'id': '43', 'type': 'not_operator', 'children': ['44']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'remove_singles'}, {'id': '45', 'type': 'parenthesized_expression', 'children': ['46']}; {'id': '46', 'type': 'boolean_operator', 'children': ['47', '48'], 'value': 'and'}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'allow_lone_singles'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'is_lone_single'}, {'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': 'multitups_list'}, {'id': '53', 'type': 'list_comprehension', 'children': ['54', '61']}; {'id': '54', 'type': 'list_comprehension', 'children': ['55', '58']}, {'id': '55', 'type': 'tuple', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '57', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '58', 'type': 'for_in_clause', 'children': ['59', '60']}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'val_list'}, {'id': '61', 'type': 'for_in_clause', 'children': ['62', '65']}; {'id': '62', 'type': 'pattern_list', 'children': ['63', '64']}, {'id': '63', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'val_list'}, {'id': '65', 'type': 'call', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'iteritems_sorted'}, {'id': '67', 'type': 'argument_list', 'children': ['68']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'varied_dict'}, {'id': '69', 'type': 'else_clause', 'children': ['70']}; {'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': 'multitups_list'}; {'id': '74', 'type': 'list_comprehension', 'children': ['75', '82', '90']}, {'id': '75', 'type': 'list_comprehension', 'children': ['76', '79']}; {'id': '76', 'type': 'tuple', 'children': ['77', '78']}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'val'}, {'id': '79', 'type': 'for_in_clause', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'val'}, {'id': '81', 'type': 'identifier', 'children': [], 'value': 'val_list'}; {'id': '82', 'type': 'for_in_clause', 'children': ['83', '86']}, {'id': '83', 'type': 'pattern_list', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '85', 'type': 'identifier', 'children': [], 'value': 'val_list'}; {'id': '86', 'type': 'call', 'children': ['87', '88']}, {'id': '87', 'type': 'identifier', 'children': [], 'value': 'iteritems_sorted'}; {'id': '88', 'type': 'argument_list', 'children': ['89']}, {'id': '89', 'type': 'identifier', 'children': [], 'value': 'varied_dict'}; {'id': '90', 'type': 'if_clause', 'children': ['91']}, {'id': '91', 'type': 'boolean_operator', 'children': ['92', '99'], 'value': 'and'}; {'id': '92', 'type': 'call', 'children': ['93', '94']}, {'id': '93', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '94', 'type': 'argument_list', 'children': ['95', '96']}, {'id': '95', 'type': 'identifier', 'children': [], 'value': 'val_list'}; {'id': '96', 'type': 'tuple', 'children': ['97', '98']}, {'id': '97', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'tuple'}, {'id': '99', 'type': 'comparison_operator', 'children': ['100', '104'], 'value': '>'}; {'id': '100', 'type': 'call', 'children': ['101', '102']}, {'id': '101', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '102', 'type': 'argument_list', 'children': ['103']}, {'id': '103', 'type': 'identifier', 'children': [], 'value': 'val_list'}; {'id': '104', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '105', 'type': 'expression_statement', 'children': ['106']}; {'id': '106', 'type': 'assignment', 'children': ['107', '108']}, {'id': '107', 'type': 'identifier', 'children': [], 'value': 'combtup_list'}; {'id': '108', 'type': 'call', 'children': ['109', '110']}, {'id': '109', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '110', 'type': 'argument_list', 'children': ['111']}, {'id': '111', 'type': 'call', 'children': ['112', '115']}; {'id': '112', 'type': 'attribute', 'children': ['113', '114']}, {'id': '113', 'type': 'identifier', 'children': [], 'value': 'it'}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'product'}, {'id': '115', 'type': 'argument_list', 'children': ['116']}; {'id': '116', 'type': 'list_splat', 'children': ['117']}, {'id': '117', 'type': 'identifier', 'children': [], 'value': 'multitups_list'}; {'id': '118', 'type': 'expression_statement', 'children': ['119']}, {'id': '119', 'type': 'assignment', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'combtup_list2'}, {'id': '121', 'type': 'list_comprehension', 'children': ['122', '145']}; {'id': '122', 'type': 'list_comprehension', 'children': ['123', '140']}, {'id': '123', 'type': 'conditional_expression', 'children': ['124', '127', '134'], 'value': 'if'}; {'id': '124', 'type': 'tuple', 'children': ['125', '126']}, {'id': '125', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'val'}, {'id': '127', 'type': 'call', 'children': ['128', '129']}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'isinstance'}, {'id': '129', 'type': 'argument_list', 'children': ['130', '131']}; {'id': '130', 'type': 'identifier', 'children': [], 'value': 'val'}, {'id': '131', 'type': 'attribute', 'children': ['132', '133']}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'six'}, {'id': '133', 'type': 'identifier', 'children': [], 'value': 'string_types'}; {'id': '134', 'type': 'tuple', 'children': ['135', '136']}, {'id': '135', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '136', 'type': 'call', 'children': ['137', '138']}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'repr'}; {'id': '138', 'type': 'argument_list', 'children': ['139']}, {'id': '139', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '140', 'type': 'for_in_clause', 'children': ['141', '144']}, {'id': '141', 'type': 'tuple_pattern', 'children': ['142', '143']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '143', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'combtup'}, {'id': '145', 'type': 'for_in_clause', 'children': ['146', '147']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'combtup'}, {'id': '147', 'type': 'identifier', 'children': [], 'value': 'combtup_list'}; {'id': '148', 'type': 'expression_statement', 'children': ['149']}, {'id': '149', 'type': 'assignment', 'children': ['150', '151']}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'comb_lbls'}, {'id': '151', 'type': 'list_comprehension', 'children': ['152', '168']}; {'id': '152', 'type': 'call', 'children': ['153', '156']}, {'id': '153', 'type': 'attribute', 'children': ['154', '155']}; {'id': '154', 'type': 'string', 'children': [], 'value': "','"}, {'id': '155', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '156', 'type': 'argument_list', 'children': ['157']}, {'id': '157', 'type': 'list_comprehension', 'children': ['158', '163']}; {'id': '158', 'type': 'binary_operator', 'children': ['159', '160'], 'value': '%'}, {'id': '159', 'type': 'string', 'children': [], 'value': "'%s=%s'"}; {'id': '160', 'type': 'tuple', 'children': ['161', '162']}, {'id': '161', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'val'}, {'id': '163', 'type': 'for_in_clause', 'children': ['164', '167']}; {'id': '164', 'type': 'tuple_pattern', 'children': ['165', '166']}, {'id': '165', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '166', 'type': 'identifier', 'children': [], 'value': 'val'}, {'id': '167', 'type': 'identifier', 'children': [], 'value': 'combtup'}; {'id': '168', 'type': 'for_in_clause', 'children': ['169', '170']}, {'id': '169', 'type': 'identifier', 'children': [], 'value': 'combtup'}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'combtup_list2'}, {'id': '171', 'type': 'return_statement', 'children': ['172']}
def all_dict_combinations_lbls(varied_dict, remove_singles=True, allow_lone_singles=False): is_lone_single = all([ isinstance(val_list, (list, tuple)) and len(val_list) == 1 for key, val_list in iteritems_sorted(varied_dict) ]) if not remove_singles or (allow_lone_singles and is_lone_single): multitups_list = [ [(key, val) for val in val_list] for key, val_list in iteritems_sorted(varied_dict) ] else: multitups_list = [ [(key, val) for val in val_list] for key, val_list in iteritems_sorted(varied_dict) if isinstance(val_list, (list, tuple)) and len(val_list) > 1] combtup_list = list(it.product(*multitups_list)) combtup_list2 = [ [(key, val) if isinstance(val, six.string_types) else (key, repr(val)) for (key, val) in combtup] for combtup in combtup_list] comb_lbls = [','.join(['%s=%s' % (key, val) for (key, val) in combtup]) for combtup in combtup_list2] return comb_lbls
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '18']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'update_existing'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9', '12', '15']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'dict1'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'dict2'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}, {'id': '7', 'type': 'identifier', 'children': [], 'value': 'copy'}; {'id': '8', 'type': 'False', 'children': []}, {'id': '9', 'type': 'default_parameter', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'assert_exists'}, {'id': '11', 'type': 'False', 'children': []}; {'id': '12', 'type': 'default_parameter', 'children': ['13', '14']}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'iswarning'}; {'id': '14', 'type': 'False', 'children': []}, {'id': '15', 'type': 'default_parameter', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'alias_dict'}, {'id': '17', 'type': 'None', 'children': []}; {'id': '18', 'type': 'block', 'children': ['19', '21', '61', '71', '80', '112']}, {'id': '19', 'type': 'expression_statement', 'children': ['20']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'r'}, {'id': '21', 'type': 'if_statement', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'assert_exists'}, {'id': '23', 'type': 'block', 'children': ['24']}; {'id': '24', 'type': 'try_statement', 'children': ['25', '32']}, {'id': '25', 'type': 'block', 'children': ['26']}; {'id': '26', 'type': 'expression_statement', 'children': ['27']}, {'id': '27', 'type': 'call', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'assert_keys_are_subset'}, {'id': '29', 'type': 'argument_list', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'dict1'}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'dict2'}; {'id': '32', 'type': 'except_clause', 'children': ['33', '37']}, {'id': '33', 'type': 'as_pattern', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'AssertionError'}, {'id': '35', 'type': 'as_pattern_target', 'children': ['36']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'ex'}, {'id': '37', 'type': 'block', 'children': ['38', '43', '56']}; {'id': '38', 'type': 'import_from_statement', 'children': ['39', '41']}, {'id': '39', 'type': 'dotted_name', 'children': ['40']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'utool'}, {'id': '41', 'type': 'dotted_name', 'children': ['42']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'util_dbg'}, {'id': '43', 'type': 'expression_statement', 'children': ['44']}; {'id': '44', 'type': 'call', 'children': ['45', '48']}, {'id': '45', 'type': 'attribute', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'util_dbg'}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'printex'}; {'id': '48', 'type': 'argument_list', 'children': ['49', '50', '53']}, {'id': '49', 'type': 'identifier', 'children': [], 'value': 'ex'}; {'id': '50', 'type': 'keyword_argument', 'children': ['51', '52']}, {'id': '51', 'type': 'identifier', 'children': [], 'value': 'iswarning'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'iswarning'}, {'id': '53', 'type': 'keyword_argument', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'N'}, {'id': '55', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '56', 'type': 'if_statement', 'children': ['57', '59']}, {'id': '57', 'type': 'not_operator', 'children': ['58']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'iswarning'}, {'id': '59', 'type': 'block', 'children': ['60']}; {'id': '60', 'type': 'raise_statement', 'children': []}, {'id': '61', 'type': 'if_statement', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'copy'}, {'id': '63', 'type': 'block', 'children': ['64']}; {'id': '64', 'type': 'expression_statement', 'children': ['65']}, {'id': '65', 'type': 'assignment', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'dict1'}, {'id': '67', 'type': 'call', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'dict'}, {'id': '69', 'type': 'argument_list', 'children': ['70']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'dict1'}, {'id': '71', 'type': 'if_statement', 'children': ['72', '75']}; {'id': '72', 'type': 'comparison_operator', 'children': ['73', '74'], 'value': 'is'}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 'alias_dict'}; {'id': '74', 'type': 'None', 'children': []}, {'id': '75', 'type': 'block', 'children': ['76']}; {'id': '76', 'type': 'expression_statement', 'children': ['77']}, {'id': '77', 'type': 'assignment', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'alias_dict'}, {'id': '79', 'type': 'dictionary', 'children': []}; {'id': '80', 'type': 'for_statement', 'children': ['81', '84', '90']}, {'id': '81', 'type': 'pattern_list', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '83', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '84', 'type': 'call', 'children': ['85', '88']}, {'id': '85', 'type': 'attribute', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'six'}, {'id': '87', 'type': 'identifier', 'children': [], 'value': 'iteritems'}; {'id': '88', 'type': 'argument_list', 'children': ['89']}, {'id': '89', 'type': 'identifier', 'children': [], 'value': 'dict2'}; {'id': '90', 'type': 'block', 'children': ['91', '101']}, {'id': '91', 'type': 'expression_statement', 'children': ['92']}; {'id': '92', 'type': 'assignment', 'children': ['93', '94']}, {'id': '93', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '94', 'type': 'call', 'children': ['95', '98']}, {'id': '95', 'type': 'attribute', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'alias_dict'}, {'id': '97', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '98', 'type': 'argument_list', 'children': ['99', '100']}, {'id': '99', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '101', 'type': 'if_statement', 'children': ['102', '105']}; {'id': '102', 'type': 'comparison_operator', 'children': ['103', '104'], 'value': 'in'}, {'id': '103', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'dict1'}, {'id': '105', 'type': 'block', 'children': ['106']}; {'id': '106', 'type': 'expression_statement', 'children': ['107']}, {'id': '107', 'type': 'assignment', 'children': ['108', '111']}; {'id': '108', 'type': 'subscript', 'children': ['109', '110']}, {'id': '109', 'type': 'identifier', 'children': [], 'value': 'dict1'}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '111', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '112', 'type': 'return_statement', 'children': ['113']}, {'id': '113', 'type': 'identifier', 'children': [], 'value': 'dict1'}
def update_existing(dict1, dict2, copy=False, assert_exists=False, iswarning=False, alias_dict=None): r if assert_exists: try: assert_keys_are_subset(dict1, dict2) except AssertionError as ex: from utool import util_dbg util_dbg.printex(ex, iswarning=iswarning, N=1) if not iswarning: raise if copy: dict1 = dict(dict1) if alias_dict is None: alias_dict = {} for key, val in six.iteritems(dict2): key = alias_dict.get(key, key) if key in dict1: dict1[key] = val return dict1
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'groupby_tags'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'item_list'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'tags_list'}; {'id': '6', 'type': 'block', 'children': ['7', '9', '16', '39']}, {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'r'}, {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'assignment', 'children': ['11', '12']}, {'id': '11', 'type': 'identifier', 'children': [], 'value': 'groupid_to_items'}; {'id': '12', 'type': 'call', 'children': ['13', '14']}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'defaultdict'}; {'id': '14', 'type': 'argument_list', 'children': ['15']}, {'id': '15', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '16', 'type': 'for_statement', 'children': ['17', '20', '25']}, {'id': '17', 'type': 'pattern_list', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'tags'}, {'id': '19', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '20', 'type': 'call', 'children': ['21', '22']}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'zip'}; {'id': '22', 'type': 'argument_list', 'children': ['23', '24']}, {'id': '23', 'type': 'identifier', 'children': [], 'value': 'tags_list'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'item_list'}, {'id': '25', 'type': 'block', 'children': ['26']}; {'id': '26', 'type': 'for_statement', 'children': ['27', '28', '29']}, {'id': '27', 'type': 'identifier', 'children': [], 'value': 'tag'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'tags'}, {'id': '29', 'type': 'block', 'children': ['30']}; {'id': '30', 'type': 'expression_statement', 'children': ['31']}, {'id': '31', 'type': 'call', 'children': ['32', '37']}; {'id': '32', 'type': 'attribute', 'children': ['33', '36']}, {'id': '33', 'type': 'subscript', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'groupid_to_items'}, {'id': '35', 'type': 'identifier', 'children': [], 'value': 'tag'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '37', 'type': 'argument_list', 'children': ['38']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'item'}, {'id': '39', 'type': 'return_statement', 'children': ['40']}
def groupby_tags(item_list, tags_list): r groupid_to_items = defaultdict(list) for tags, item in zip(tags_list, item_list): for tag in tags: groupid_to_items[tag].append(item) return groupid_to_items
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'group_items'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '8']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'items'}, {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'by'}, {'id': '7', 'type': 'None', 'children': []}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}, {'id': '9', 'type': 'identifier', 'children': [], 'value': 'sorted_'}; {'id': '10', 'type': 'True', 'children': []}, {'id': '11', 'type': 'block', 'children': ['12', '75', '82', '97']}; {'id': '12', 'type': 'if_statement', 'children': ['13', '16', '69']}, {'id': '13', 'type': 'comparison_operator', 'children': ['14', '15'], 'value': 'is'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'by'}, {'id': '15', 'type': 'None', 'children': []}; {'id': '16', 'type': 'block', 'children': ['17', '28']}, {'id': '17', 'type': 'expression_statement', 'children': ['18']}; {'id': '18', 'type': 'assignment', 'children': ['19', '20']}, {'id': '19', 'type': 'identifier', 'children': [], 'value': 'pairs'}; {'id': '20', 'type': 'call', 'children': ['21', '22']}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '22', 'type': 'argument_list', 'children': ['23']}, {'id': '23', 'type': 'call', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'zip'}, {'id': '25', 'type': 'argument_list', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'by'}, {'id': '27', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '28', 'type': 'if_statement', 'children': ['29', '30']}, {'id': '29', 'type': 'identifier', 'children': [], 'value': 'sorted_'}; {'id': '30', 'type': 'block', 'children': ['31']}, {'id': '31', 'type': 'try_statement', 'children': ['32', '48']}; {'id': '32', 'type': 'block', 'children': ['33']}, {'id': '33', 'type': 'expression_statement', 'children': ['34']}; {'id': '34', 'type': 'assignment', 'children': ['35', '36']}, {'id': '35', 'type': 'identifier', 'children': [], 'value': 'pairs'}; {'id': '36', 'type': 'call', 'children': ['37', '38']}, {'id': '37', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '38', 'type': 'argument_list', 'children': ['39', '40']}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'pairs'}; {'id': '40', 'type': 'keyword_argument', 'children': ['41', '42']}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '42', 'type': 'call', 'children': ['43', '46']}, {'id': '43', 'type': 'attribute', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'op'}, {'id': '45', 'type': 'identifier', 'children': [], 'value': 'itemgetter'}; {'id': '46', 'type': 'argument_list', 'children': ['47']}, {'id': '47', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '48', 'type': 'except_clause', 'children': ['49', '50']}, {'id': '49', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '50', 'type': 'block', 'children': ['51']}, {'id': '51', 'type': 'expression_statement', 'children': ['52']}; {'id': '52', 'type': 'assignment', 'children': ['53', '54']}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'pairs'}; {'id': '54', 'type': 'call', 'children': ['55', '56']}, {'id': '55', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '56', 'type': 'argument_list', 'children': ['57', '58']}, {'id': '57', 'type': 'identifier', 'children': [], 'value': 'pairs'}; {'id': '58', 'type': 'keyword_argument', 'children': ['59', '60']}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '60', 'type': 'lambda', 'children': ['61', '63']}, {'id': '61', 'type': 'lambda_parameters', 'children': ['62']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'tup'}, {'id': '63', 'type': 'call', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'str'}, {'id': '65', 'type': 'argument_list', 'children': ['66']}; {'id': '66', 'type': 'subscript', 'children': ['67', '68']}, {'id': '67', 'type': 'identifier', 'children': [], 'value': 'tup'}; {'id': '68', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '69', 'type': 'else_clause', 'children': ['70']}; {'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': 'pairs'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'items'}, {'id': '75', 'type': 'expression_statement', 'children': ['76']}; {'id': '76', 'type': 'assignment', 'children': ['77', '78']}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'groupid_to_items'}; {'id': '78', 'type': 'call', 'children': ['79', '80']}, {'id': '79', 'type': 'identifier', 'children': [], 'value': 'defaultdict'}; {'id': '80', 'type': 'argument_list', 'children': ['81']}, {'id': '81', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '82', 'type': 'for_statement', 'children': ['83', '86', '87']}, {'id': '83', 'type': 'pattern_list', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'groupid'}, {'id': '85', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'pairs'}, {'id': '87', 'type': 'block', 'children': ['88']}; {'id': '88', 'type': 'expression_statement', 'children': ['89']}, {'id': '89', 'type': 'call', 'children': ['90', '95']}; {'id': '90', 'type': 'attribute', 'children': ['91', '94']}, {'id': '91', 'type': 'subscript', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'groupid_to_items'}, {'id': '93', 'type': 'identifier', 'children': [], 'value': 'groupid'}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '95', 'type': 'argument_list', 'children': ['96']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'item'}, {'id': '97', 'type': 'return_statement', 'children': ['98']}
def group_items(items, by=None, sorted_=True): if by is not None: pairs = list(zip(by, items)) if sorted_: try: pairs = sorted(pairs, key=op.itemgetter(0)) except TypeError: pairs = sorted(pairs, key=lambda tup: str(tup[0])) else: pairs = items groupid_to_items = defaultdict(list) for groupid, item in pairs: groupid_to_items[groupid].append(item) return groupid_to_items
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '12']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'hierarchical_map_vals'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'func'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}, {'id': '7', 'type': 'identifier', 'children': [], 'value': 'max_depth'}; {'id': '8', 'type': 'None', 'children': []}, {'id': '9', 'type': 'default_parameter', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'depth'}, {'id': '11', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '12', 'type': 'block', 'children': ['13']}, {'id': '13', 'type': 'if_statement', 'children': ['14', '20', '26', '41']}; {'id': '14', 'type': 'not_operator', 'children': ['15']}, {'id': '15', 'type': 'call', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'hasattr'}, {'id': '17', 'type': 'argument_list', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'node'}, {'id': '19', 'type': 'string', 'children': [], 'value': "'items'"}; {'id': '20', 'type': 'block', 'children': ['21']}, {'id': '21', 'type': 'return_statement', 'children': ['22']}; {'id': '22', 'type': 'call', 'children': ['23', '24']}, {'id': '23', 'type': 'identifier', 'children': [], 'value': 'func'}; {'id': '24', 'type': 'argument_list', 'children': ['25']}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '26', 'type': 'elif_clause', 'children': ['27', '34']}, {'id': '27', 'type': 'boolean_operator', 'children': ['28', '31'], 'value': 'and'}; {'id': '28', 'type': 'comparison_operator', 'children': ['29', '30'], 'value': 'is'}, {'id': '29', 'type': 'identifier', 'children': [], 'value': 'max_depth'}; {'id': '30', 'type': 'None', 'children': []}, {'id': '31', 'type': 'comparison_operator', 'children': ['32', '33'], 'value': '>='}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'depth'}, {'id': '33', 'type': 'identifier', 'children': [], 'value': 'max_depth'}; {'id': '34', 'type': 'block', 'children': ['35']}, {'id': '35', 'type': 'return_statement', 'children': ['36']}; {'id': '36', 'type': 'call', 'children': ['37', '38']}, {'id': '37', 'type': 'identifier', 'children': [], 'value': 'map_dict_vals'}; {'id': '38', 'type': 'argument_list', 'children': ['39', '40']}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'func'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'node'}, {'id': '41', 'type': 'else_clause', 'children': ['42']}; {'id': '42', 'type': 'block', 'children': ['43', '67']}, {'id': '43', 'type': 'expression_statement', 'children': ['44']}; {'id': '44', 'type': 'assignment', 'children': ['45', '46']}, {'id': '45', 'type': 'identifier', 'children': [], 'value': 'keyval_list'}; {'id': '46', 'type': 'list_comprehension', 'children': ['47', '58']}, {'id': '47', 'type': 'tuple', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '49', 'type': 'call', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'hierarchical_map_vals'}, {'id': '51', 'type': 'argument_list', 'children': ['52', '53', '54', '55']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'func'}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'max_depth'}, {'id': '55', 'type': 'binary_operator', 'children': ['56', '57'], 'value': '+'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'depth'}, {'id': '57', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '58', 'type': 'for_in_clause', 'children': ['59', '62']}, {'id': '59', 'type': 'pattern_list', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '61', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '62', 'type': 'call', 'children': ['63', '66']}, {'id': '63', 'type': 'attribute', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'node'}, {'id': '65', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '66', 'type': 'argument_list', 'children': []}, {'id': '67', 'type': 'if_statement', 'children': ['68', '73', '79']}; {'id': '68', 'type': 'call', 'children': ['69', '70']}, {'id': '69', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '70', 'type': 'argument_list', 'children': ['71', '72']}, {'id': '71', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'OrderedDict'}, {'id': '73', 'type': 'block', 'children': ['74']}; {'id': '74', 'type': 'return_statement', 'children': ['75']}, {'id': '75', 'type': 'call', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'OrderedDict'}, {'id': '77', 'type': 'argument_list', 'children': ['78']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'keyval_list'}, {'id': '79', 'type': 'else_clause', 'children': ['80']}; {'id': '80', 'type': 'block', 'children': ['81']}, {'id': '81', 'type': 'return_statement', 'children': ['82']}; {'id': '82', 'type': 'call', 'children': ['83', '84']}, {'id': '83', 'type': 'identifier', 'children': [], 'value': 'dict'}; {'id': '84', 'type': 'argument_list', 'children': ['85']}, {'id': '85', 'type': 'identifier', 'children': [], 'value': 'keyval_list'}
def hierarchical_map_vals(func, node, max_depth=None, depth=0): if not hasattr(node, 'items'): return func(node) elif max_depth is not None and depth >= max_depth: return map_dict_vals(func, node) else: keyval_list = [(key, hierarchical_map_vals(func, val, max_depth, depth + 1)) for key, val in node.items()] if isinstance(node, OrderedDict): return OrderedDict(keyval_list) else: return dict(keyval_list)
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '14']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort_dict'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'dict_'}, {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'part'}, {'id': '7', 'type': 'string', 'children': [], 'value': "'keys'"}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}, {'id': '9', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '10', 'type': 'None', 'children': []}, {'id': '11', 'type': 'default_parameter', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'reverse'}, {'id': '13', 'type': 'False', 'children': []}; {'id': '14', 'type': 'block', 'children': ['15', '45', '73', '91', '98']}, {'id': '15', 'type': 'if_statement', 'children': ['16', '19', '24', '35']}; {'id': '16', 'type': 'comparison_operator', 'children': ['17', '18'], 'value': '=='}, {'id': '17', 'type': 'identifier', 'children': [], 'value': 'part'}; {'id': '18', 'type': 'string', 'children': [], 'value': "'keys'"}, {'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': 'index'}, {'id': '23', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '24', 'type': 'elif_clause', 'children': ['25', '30']}, {'id': '25', 'type': 'comparison_operator', 'children': ['26', '27'], 'value': 'in'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'part'}, {'id': '27', 'type': 'set', 'children': ['28', '29']}; {'id': '28', 'type': 'string', 'children': [], 'value': "'vals'"}, {'id': '29', 'type': 'string', 'children': [], 'value': "'values'"}; {'id': '30', 'type': 'block', 'children': ['31']}, {'id': '31', 'type': 'expression_statement', 'children': ['32']}; {'id': '32', 'type': 'assignment', 'children': ['33', '34']}, {'id': '33', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '34', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '35', 'type': 'else_clause', 'children': ['36']}; {'id': '36', 'type': 'block', 'children': ['37']}, {'id': '37', 'type': 'raise_statement', 'children': ['38']}; {'id': '38', 'type': 'call', 'children': ['39', '40']}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '40', 'type': 'argument_list', 'children': ['41']}, {'id': '41', 'type': 'binary_operator', 'children': ['42', '43'], 'value': '%'}; {'id': '42', 'type': 'string', 'children': [], 'value': "'Unknown method part=%r'"}, {'id': '43', 'type': 'tuple', 'children': ['44']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'part'}, {'id': '45', 'type': 'if_statement', 'children': ['46', '49', '59']}; {'id': '46', 'type': 'comparison_operator', 'children': ['47', '48'], 'value': 'is'}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '48', 'type': 'None', 'children': []}, {'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': '_key'}, {'id': '53', 'type': 'call', 'children': ['54', '57']}; {'id': '54', 'type': 'attribute', 'children': ['55', '56']}, {'id': '55', 'type': 'identifier', 'children': [], 'value': 'op'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'itemgetter'}, {'id': '57', 'type': 'argument_list', 'children': ['58']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'index'}, {'id': '59', 'type': 'else_clause', 'children': ['60']}; {'id': '60', 'type': 'block', 'children': ['61']}, {'id': '61', 'type': 'function_definition', 'children': ['62', '63', '65']}; {'id': '62', 'type': 'function_name', 'children': [], 'value': '_key'}, {'id': '63', 'type': 'parameters', 'children': ['64']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'item'}, {'id': '65', 'type': 'block', 'children': ['66']}; {'id': '66', 'type': 'return_statement', 'children': ['67']}, {'id': '67', 'type': 'call', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '69', 'type': 'argument_list', 'children': ['70']}; {'id': '70', 'type': 'subscript', 'children': ['71', '72']}, {'id': '71', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'index'}, {'id': '73', 'type': 'expression_statement', 'children': ['74']}; {'id': '74', 'type': 'assignment', 'children': ['75', '76']}, {'id': '75', 'type': 'identifier', 'children': [], 'value': 'sorted_items'}; {'id': '76', 'type': 'call', 'children': ['77', '78']}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '78', 'type': 'argument_list', 'children': ['79', '85', '88']}, {'id': '79', 'type': 'call', 'children': ['80', '83']}; {'id': '80', 'type': 'attribute', 'children': ['81', '82']}, {'id': '81', 'type': 'identifier', 'children': [], 'value': 'six'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'iteritems'}, {'id': '83', 'type': 'argument_list', 'children': ['84']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'dict_'}, {'id': '85', 'type': 'keyword_argument', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '87', 'type': 'identifier', 'children': [], 'value': '_key'}; {'id': '88', 'type': 'keyword_argument', 'children': ['89', '90']}, {'id': '89', 'type': 'identifier', 'children': [], 'value': 'reverse'}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'reverse'}, {'id': '91', 'type': 'expression_statement', 'children': ['92']}; {'id': '92', 'type': 'assignment', 'children': ['93', '94']}, {'id': '93', 'type': 'identifier', 'children': [], 'value': 'sorted_dict'}; {'id': '94', 'type': 'call', 'children': ['95', '96']}, {'id': '95', 'type': 'identifier', 'children': [], 'value': 'OrderedDict'}; {'id': '96', 'type': 'argument_list', 'children': ['97']}, {'id': '97', 'type': 'identifier', 'children': [], 'value': 'sorted_items'}; {'id': '98', 'type': 'return_statement', 'children': ['99']}, {'id': '99', 'type': 'identifier', 'children': [], 'value': 'sorted_dict'}
def sort_dict(dict_, part='keys', key=None, reverse=False): if part == 'keys': index = 0 elif part in {'vals', 'values'}: index = 1 else: raise ValueError('Unknown method part=%r' % (part,)) if key is None: _key = op.itemgetter(index) else: def _key(item): return key(item[index]) sorted_items = sorted(six.iteritems(dict_), key=_key, reverse=reverse) sorted_dict = OrderedDict(sorted_items) return sorted_dict
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'order_dict_by'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'dict_'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'key_order'}; {'id': '6', 'type': 'block', 'children': ['7', '9', '20', '29', '39', '57']}, {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'r'}, {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'assignment', 'children': ['11', '12']}, {'id': '11', 'type': 'identifier', 'children': [], 'value': 'dict_keys'}; {'id': '12', 'type': 'call', 'children': ['13', '14']}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'set'}; {'id': '14', 'type': 'argument_list', 'children': ['15']}, {'id': '15', 'type': 'call', 'children': ['16', '19']}; {'id': '16', 'type': 'attribute', 'children': ['17', '18']}, {'id': '17', 'type': 'identifier', 'children': [], 'value': 'dict_'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'keys'}, {'id': '19', 'type': 'argument_list', 'children': []}; {'id': '20', 'type': 'expression_statement', 'children': ['21']}, {'id': '21', 'type': 'assignment', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'other_keys'}, {'id': '23', 'type': 'binary_operator', 'children': ['24', '25'], 'value': '-'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'dict_keys'}, {'id': '25', 'type': 'call', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'set'}, {'id': '27', 'type': 'argument_list', 'children': ['28']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'key_order'}, {'id': '29', 'type': 'expression_statement', 'children': ['30']}; {'id': '30', 'type': 'assignment', 'children': ['31', '32']}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'key_order'}; {'id': '32', 'type': 'call', 'children': ['33', '36']}, {'id': '33', 'type': 'attribute', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'it'}, {'id': '35', 'type': 'identifier', 'children': [], 'value': 'chain'}; {'id': '36', 'type': 'argument_list', 'children': ['37', '38']}, {'id': '37', 'type': 'identifier', 'children': [], 'value': 'key_order'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'other_keys'}, {'id': '39', 'type': 'expression_statement', 'children': ['40']}; {'id': '40', 'type': 'assignment', 'children': ['41', '42']}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'sorted_dict'}; {'id': '42', 'type': 'call', 'children': ['43', '44']}, {'id': '43', 'type': 'identifier', 'children': [], 'value': 'OrderedDict'}; {'id': '44', 'type': 'generator_expression', 'children': ['45', '50', '53']}, {'id': '45', 'type': 'tuple', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '47', 'type': 'subscript', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'dict_'}, {'id': '49', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '50', 'type': 'for_in_clause', 'children': ['51', '52']}, {'id': '51', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'key_order'}, {'id': '53', 'type': 'if_clause', 'children': ['54']}; {'id': '54', 'type': 'comparison_operator', 'children': ['55', '56'], 'value': 'in'}, {'id': '55', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'dict_keys'}, {'id': '57', 'type': 'return_statement', 'children': ['58']}
def order_dict_by(dict_, key_order): r dict_keys = set(dict_.keys()) other_keys = dict_keys - set(key_order) key_order = it.chain(key_order, other_keys) sorted_dict = OrderedDict( (key, dict_[key]) for key in key_order if key in dict_keys ) return sorted_dict
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'iteritems_sorted'}, {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'dict_'}, {'id': '5', 'type': 'block', 'children': ['6']}; {'id': '6', 'type': 'if_statement', 'children': ['7', '12', '20']}, {'id': '7', 'type': 'call', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'isinstance'}, {'id': '9', 'type': 'argument_list', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'dict_'}, {'id': '11', 'type': 'identifier', 'children': [], 'value': 'OrderedDict'}; {'id': '12', 'type': 'block', 'children': ['13']}, {'id': '13', 'type': 'return_statement', 'children': ['14']}; {'id': '14', 'type': 'call', 'children': ['15', '18']}, {'id': '15', 'type': 'attribute', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'six'}, {'id': '17', 'type': 'identifier', 'children': [], 'value': 'iteritems'}; {'id': '18', 'type': 'argument_list', 'children': ['19']}, {'id': '19', 'type': 'identifier', 'children': [], 'value': 'dict_'}; {'id': '20', 'type': 'else_clause', 'children': ['21']}, {'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': 'iter'}, {'id': '25', 'type': 'argument_list', 'children': ['26']}; {'id': '26', 'type': 'call', 'children': ['27', '28']}, {'id': '27', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '28', 'type': 'argument_list', 'children': ['29']}, {'id': '29', 'type': 'call', 'children': ['30', '33']}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'six'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'iteritems'}, {'id': '33', 'type': 'argument_list', 'children': ['34']}
def iteritems_sorted(dict_): if isinstance(dict_, OrderedDict): return six.iteritems(dict_) else: return iter(sorted(six.iteritems(dict_)))
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'num_fmt'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'num'}, {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'max_digits'}, {'id': '7', 'type': 'None', 'children': []}; {'id': '8', 'type': 'block', 'children': ['9', '11', '18', '36', '71']}, {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'r'}, {'id': '11', 'type': 'if_statement', 'children': ['12', '15']}; {'id': '12', 'type': 'comparison_operator', 'children': ['13', '14'], 'value': 'is'}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '14', 'type': 'None', 'children': []}, {'id': '15', 'type': 'block', 'children': ['16']}; {'id': '16', 'type': 'return_statement', 'children': ['17']}, {'id': '17', 'type': 'string', 'children': [], 'value': "'None'"}; {'id': '18', 'type': 'function_definition', 'children': ['19', '20', '23']}, {'id': '19', 'type': 'function_name', 'children': [], 'value': 'num_in_mag'}; {'id': '20', 'type': 'parameters', 'children': ['21', '22']}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'mag'}, {'id': '23', 'type': 'block', 'children': ['24']}; {'id': '24', 'type': 'return_statement', 'children': ['25']}, {'id': '25', 'type': 'boolean_operator', 'children': ['26', '29'], 'value': 'and'}; {'id': '26', 'type': 'comparison_operator', 'children': ['27', '28'], 'value': '>'}, {'id': '27', 'type': 'identifier', 'children': [], 'value': 'mag'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'num'}, {'id': '29', 'type': 'comparison_operator', 'children': ['30', '31'], 'value': '>'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'num'}, {'id': '31', 'type': 'parenthesized_expression', 'children': ['32']}; {'id': '32', 'type': 'binary_operator', 'children': ['33', '35'], 'value': '*'}, {'id': '33', 'type': 'unary_operator', 'children': ['34'], 'value': '-'}; {'id': '34', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '35', 'type': 'identifier', 'children': [], 'value': 'mag'}; {'id': '36', 'type': 'if_statement', 'children': ['37', '40']}, {'id': '37', 'type': 'comparison_operator', 'children': ['38', '39'], 'value': 'is'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'max_digits'}, {'id': '39', 'type': 'None', 'children': []}; {'id': '40', 'type': 'block', 'children': ['41']}, {'id': '41', 'type': 'if_statement', 'children': ['42', '47', '65']}; {'id': '42', 'type': 'call', 'children': ['43', '44']}, {'id': '43', 'type': 'identifier', 'children': [], 'value': 'num_in_mag'}; {'id': '44', 'type': 'argument_list', 'children': ['45', '46']}, {'id': '45', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '46', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '47', 'type': 'block', 'children': ['48']}; {'id': '48', 'type': 'if_statement', 'children': ['49', '54', '59']}, {'id': '49', 'type': 'call', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'num_in_mag'}, {'id': '51', 'type': 'argument_list', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'num'}, {'id': '53', 'type': 'float', 'children': [], 'value': '.1'}; {'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': 'max_digits'}; {'id': '58', 'type': 'integer', 'children': [], 'value': '4'}, {'id': '59', 'type': 'else_clause', 'children': ['60']}; {'id': '60', 'type': 'block', 'children': ['61']}, {'id': '61', 'type': 'expression_statement', 'children': ['62']}; {'id': '62', 'type': 'assignment', 'children': ['63', '64']}, {'id': '63', 'type': 'identifier', 'children': [], 'value': 'max_digits'}; {'id': '64', 'type': 'integer', 'children': [], 'value': '3'}, {'id': '65', 'type': 'else_clause', 'children': ['66']}; {'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': 'max_digits'}; {'id': '70', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '71', 'type': 'if_statement', 'children': ['72', '78', '137', '150']}; {'id': '72', 'type': 'call', 'children': ['73', '76']}, {'id': '73', 'type': 'attribute', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'util_type'}, {'id': '75', 'type': 'identifier', 'children': [], 'value': 'is_float'}; {'id': '76', 'type': 'argument_list', 'children': ['77']}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '78', 'type': 'block', 'children': ['79', '93', '107', '121', '135']}, {'id': '79', 'type': 'expression_statement', 'children': ['80']}; {'id': '80', 'type': 'assignment', 'children': ['81', '82']}, {'id': '81', 'type': 'identifier', 'children': [], 'value': 'num_str'}; {'id': '82', 'type': 'binary_operator', 'children': ['83', '92'], 'value': '%'}, {'id': '83', 'type': 'parenthesized_expression', 'children': ['84']}; {'id': '84', 'type': 'binary_operator', 'children': ['85', '91'], 'value': '+'}, {'id': '85', 'type': 'binary_operator', 'children': ['86', '87'], 'value': '+'}; {'id': '86', 'type': 'string', 'children': [], 'value': "'%.'"}, {'id': '87', 'type': 'call', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'str'}, {'id': '89', 'type': 'argument_list', 'children': ['90']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'max_digits'}, {'id': '91', 'type': 'string', 'children': [], 'value': "'f'"}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'num'}, {'id': '93', 'type': 'expression_statement', 'children': ['94']}; {'id': '94', 'type': 'assignment', 'children': ['95', '96']}, {'id': '95', 'type': 'identifier', 'children': [], 'value': 'num_str'}; {'id': '96', 'type': 'call', 'children': ['97', '105']}, {'id': '97', 'type': 'attribute', 'children': ['98', '104']}; {'id': '98', 'type': 'call', 'children': ['99', '102']}, {'id': '99', 'type': 'attribute', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'num_str'}, {'id': '101', 'type': 'identifier', 'children': [], 'value': 'rstrip'}; {'id': '102', 'type': 'argument_list', 'children': ['103']}, {'id': '103', 'type': 'string', 'children': [], 'value': "'0'"}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'lstrip'}, {'id': '105', 'type': 'argument_list', 'children': ['106']}; {'id': '106', 'type': 'string', 'children': [], 'value': "'0'"}, {'id': '107', 'type': 'if_statement', 'children': ['108', '114']}; {'id': '108', 'type': 'call', 'children': ['109', '112']}, {'id': '109', 'type': 'attribute', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'num_str'}, {'id': '111', 'type': 'identifier', 'children': [], 'value': 'startswith'}; {'id': '112', 'type': 'argument_list', 'children': ['113']}, {'id': '113', 'type': 'string', 'children': [], 'value': "'.'"}; {'id': '114', 'type': 'block', 'children': ['115']}, {'id': '115', 'type': 'expression_statement', 'children': ['116']}; {'id': '116', 'type': 'assignment', 'children': ['117', '118']}, {'id': '117', 'type': 'identifier', 'children': [], 'value': 'num_str'}; {'id': '118', 'type': 'binary_operator', 'children': ['119', '120'], 'value': '+'}, {'id': '119', 'type': 'string', 'children': [], 'value': "'0'"}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'num_str'}, {'id': '121', 'type': 'if_statement', 'children': ['122', '128']}; {'id': '122', 'type': 'call', 'children': ['123', '126']}, {'id': '123', 'type': 'attribute', 'children': ['124', '125']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'num_str'}, {'id': '125', 'type': 'identifier', 'children': [], 'value': 'endswith'}; {'id': '126', 'type': 'argument_list', 'children': ['127']}, {'id': '127', 'type': 'string', 'children': [], 'value': "'.'"}; {'id': '128', 'type': 'block', 'children': ['129']}, {'id': '129', 'type': 'expression_statement', 'children': ['130']}; {'id': '130', 'type': 'assignment', 'children': ['131', '132']}, {'id': '131', 'type': 'identifier', 'children': [], 'value': 'num_str'}; {'id': '132', 'type': 'binary_operator', 'children': ['133', '134'], 'value': '+'}, {'id': '133', 'type': 'identifier', 'children': [], 'value': 'num_str'}; {'id': '134', 'type': 'string', 'children': [], 'value': "'0'"}, {'id': '135', 'type': 'return_statement', 'children': ['136']}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'num_str'}, {'id': '137', 'type': 'elif_clause', 'children': ['138', '144']}; {'id': '138', 'type': 'call', 'children': ['139', '142']}, {'id': '139', 'type': 'attribute', 'children': ['140', '141']}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'util_type'}, {'id': '141', 'type': 'identifier', 'children': [], 'value': 'is_int'}; {'id': '142', 'type': 'argument_list', 'children': ['143']}, {'id': '143', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '144', 'type': 'block', 'children': ['145']}, {'id': '145', 'type': 'return_statement', 'children': ['146']}; {'id': '146', 'type': 'call', 'children': ['147', '148']}, {'id': '147', 'type': 'identifier', 'children': [], 'value': 'int_comma_str'}; {'id': '148', 'type': 'argument_list', 'children': ['149']}, {'id': '149', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '150', 'type': 'else_clause', 'children': ['151']}, {'id': '151', 'type': 'block', 'children': ['152']}; {'id': '152', 'type': 'return_statement', 'children': ['153']}, {'id': '153', 'type': 'string', 'children': [], 'value': "'%r'"}
def num_fmt(num, max_digits=None): r if num is None: return 'None' def num_in_mag(num, mag): return mag > num and num > (-1 * mag) if max_digits is None: if num_in_mag(num, 1): if num_in_mag(num, .1): max_digits = 4 else: max_digits = 3 else: max_digits = 1 if util_type.is_float(num): num_str = ('%.' + str(max_digits) + 'f') % num num_str = num_str.rstrip('0').lstrip('0') if num_str.startswith('.'): num_str = '0' + num_str if num_str.endswith('.'): num_str = num_str + '0' return num_str elif util_type.is_int(num): return int_comma_str(num) else: return '%r'
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '16']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'inject_print_functions'}, {'id': '3', 'type': 'parameters', 'children': ['4', '7', '10', '13']}; {'id': '4', 'type': 'default_parameter', 'children': ['5', '6']}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'module_name'}; {'id': '6', 'type': 'None', 'children': []}, {'id': '7', 'type': 'default_parameter', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'module_prefix'}, {'id': '9', 'type': 'string', 'children': [], 'value': "'[???]'"}; {'id': '10', 'type': 'default_parameter', 'children': ['11', '12']}, {'id': '11', 'type': 'identifier', 'children': [], 'value': 'DEBUG'}; {'id': '12', 'type': 'False', 'children': []}, {'id': '13', 'type': 'default_parameter', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'module'}, {'id': '15', 'type': 'None', 'children': []}; {'id': '16', 'type': 'block', 'children': ['17', '25', '323', '330']}, {'id': '17', 'type': 'expression_statement', 'children': ['18']}; {'id': '18', 'type': 'assignment', 'children': ['19', '20']}, {'id': '19', 'type': 'identifier', 'children': [], 'value': 'module'}; {'id': '20', 'type': 'call', 'children': ['21', '22']}, {'id': '21', 'type': 'identifier', 'children': [], 'value': '_get_module'}; {'id': '22', 'type': 'argument_list', 'children': ['23', '24']}, {'id': '23', 'type': 'identifier', 'children': [], 'value': 'module_name'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'module'}, {'id': '25', 'type': 'if_statement', 'children': ['26', '27', '49']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'SILENT'}, {'id': '27', 'type': 'block', 'children': ['28', '35', '42']}; {'id': '28', 'type': 'function_definition', 'children': ['29', '30', '33']}, {'id': '29', 'type': 'function_name', 'children': [], 'value': 'print'}; {'id': '30', 'type': 'parameters', 'children': ['31']}, {'id': '31', 'type': 'list_splat_pattern', 'children': ['32']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'args'}, {'id': '33', 'type': 'block', 'children': ['34']}; {'id': '34', 'type': 'pass_statement', 'children': []}, {'id': '35', 'type': 'function_definition', 'children': ['36', '37', '40']}; {'id': '36', 'type': 'function_name', 'children': [], 'value': 'printDBG'}, {'id': '37', 'type': 'parameters', 'children': ['38']}; {'id': '38', 'type': 'list_splat_pattern', 'children': ['39']}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '40', 'type': 'block', 'children': ['41']}, {'id': '41', 'type': 'pass_statement', 'children': []}; {'id': '42', 'type': 'function_definition', 'children': ['43', '44', '47']}, {'id': '43', 'type': 'function_name', 'children': [], 'value': 'print_'}; {'id': '44', 'type': 'parameters', 'children': ['45']}, {'id': '45', 'type': 'list_splat_pattern', 'children': ['46']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'args'}, {'id': '47', 'type': 'block', 'children': ['48']}; {'id': '48', 'type': 'pass_statement', 'children': []}, {'id': '49', 'type': 'else_clause', 'children': ['50']}; {'id': '50', 'type': 'block', 'children': ['51', '113', '158', '169', '195', '220', '229', '238', '255', '268']}, {'id': '51', 'type': 'if_statement', 'children': ['52', '53', '95']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'DEBUG_PRINT'}, {'id': '53', 'type': 'block', 'children': ['54']}; {'id': '54', 'type': 'function_definition', 'children': ['55', '56', '59']}, {'id': '55', 'type': 'function_name', 'children': [], 'value': 'print'}; {'id': '56', 'type': 'parameters', 'children': ['57']}, {'id': '57', 'type': 'list_splat_pattern', 'children': ['58']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'args'}, {'id': '59', 'type': 'block', 'children': ['60', '67', '84']}; {'id': '60', 'type': 'import_from_statement', 'children': ['61', '65']}, {'id': '61', 'type': 'dotted_name', 'children': ['62', '63', '64']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'utool'}, {'id': '63', 'type': 'identifier', 'children': [], 'value': '_internal'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'meta_util_dbg'}, {'id': '65', 'type': 'dotted_name', 'children': ['66']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'get_caller_name'}, {'id': '67', 'type': 'expression_statement', 'children': ['68']}; {'id': '68', 'type': 'assignment', 'children': ['69', '70']}, {'id': '69', 'type': 'identifier', 'children': [], 'value': 'calltag'}; {'id': '70', 'type': 'call', 'children': ['71', '74']}, {'id': '71', 'type': 'attribute', 'children': ['72', '73']}; {'id': '72', 'type': 'string', 'children': [], 'value': "''"}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '74', 'type': 'argument_list', 'children': ['75']}, {'id': '75', 'type': 'tuple', 'children': ['76', '77', '83']}; {'id': '76', 'type': 'string', 'children': [], 'value': "'[caller:'"}, {'id': '77', 'type': 'call', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'get_caller_name'}, {'id': '79', 'type': 'argument_list', 'children': ['80']}; {'id': '80', 'type': 'keyword_argument', 'children': ['81', '82']}, {'id': '81', 'type': 'identifier', 'children': [], 'value': 'N'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'DEBUG_PRINT_N'}, {'id': '83', 'type': 'string', 'children': [], 'value': "']'"}; {'id': '84', 'type': 'expression_statement', 'children': ['85']}, {'id': '85', 'type': 'call', 'children': ['86', '91']}; {'id': '86', 'type': 'call', 'children': ['87', '90']}, {'id': '87', 'type': 'attribute', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'util_logging'}, {'id': '89', 'type': 'identifier', 'children': [], 'value': '_utool_print'}; {'id': '90', 'type': 'argument_list', 'children': []}, {'id': '91', 'type': 'argument_list', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'calltag'}, {'id': '93', 'type': 'list_splat', 'children': ['94']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'args'}, {'id': '95', 'type': 'else_clause', 'children': ['96']}; 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{'id': '112', 'type': 'identifier', 'children': [], 'value': 'args'}, {'id': '113', 'type': 'if_statement', 'children': ['114', '115', '140']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': '__AGGROFLUSH__'}, {'id': '115', 'type': 'block', 'children': ['116']}; {'id': '116', 'type': 'function_definition', 'children': ['117', '118', '121']}, {'id': '117', 'type': 'function_name', 'children': [], 'value': 'print_'}; {'id': '118', 'type': 'parameters', 'children': ['119']}, {'id': '119', 'type': 'list_splat_pattern', 'children': ['120']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'args'}, {'id': '121', 'type': 'block', 'children': ['122', '132']}; {'id': '122', 'type': 'expression_statement', 'children': ['123']}, {'id': '123', 'type': 'call', 'children': ['124', '129']}; {'id': '124', 'type': 'call', 'children': ['125', '128']}, {'id': '125', 'type': 'attribute', 'children': ['126', '127']}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'util_logging'}, {'id': '127', 'type': 'identifier', 'children': [], 'value': '_utool_write'}; {'id': '128', 'type': 'argument_list', 'children': []}, {'id': '129', 'type': 'argument_list', 'children': ['130']}; {'id': '130', 'type': 'list_splat', 'children': ['131']}, {'id': '131', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '132', 'type': 'expression_statement', 'children': ['133']}, {'id': '133', 'type': 'call', 'children': ['134', '139']}; {'id': '134', 'type': 'call', 'children': ['135', '138']}, {'id': '135', 'type': 'attribute', 'children': ['136', '137']}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'util_logging'}, {'id': '137', 'type': 'identifier', 'children': [], 'value': '_utool_flush'}; {'id': '138', 'type': 'argument_list', 'children': []}, {'id': '139', 'type': 'argument_list', 'children': []}; {'id': '140', 'type': 'else_clause', 'children': ['141']}, {'id': '141', 'type': 'block', 'children': ['142']}; {'id': '142', 'type': 'function_definition', 'children': ['143', '144', '147']}, {'id': '143', 'type': 'function_name', 'children': [], 'value': 'print_'}; {'id': '144', 'type': 'parameters', 'children': ['145']}, {'id': '145', 'type': 'list_splat_pattern', 'children': ['146']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'args'}, {'id': '147', 'type': 'block', 'children': ['148']}; {'id': '148', 'type': 'expression_statement', 'children': ['149']}, {'id': '149', 'type': 'call', 'children': ['150', '155']}; {'id': '150', 'type': 'call', 'children': ['151', '154']}, {'id': '151', 'type': 'attribute', 'children': ['152', '153']}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'util_logging'}, {'id': '153', 'type': 'identifier', 'children': [], 'value': '_utool_write'}; {'id': '154', 'type': 'argument_list', 'children': []}, {'id': '155', 'type': 'argument_list', 'children': ['156']}; {'id': '156', 'type': 'list_splat', 'children': ['157']}, {'id': '157', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '158', 'type': 'expression_statement', 'children': ['159']}, {'id': '159', 'type': 'assignment', 'children': ['160', '161']}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'dotpos'}, {'id': '161', 'type': 'call', 'children': ['162', '167']}; {'id': '162', 'type': 'attribute', 'children': ['163', '166']}, {'id': '163', 'type': 'attribute', 'children': ['164', '165']}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'module'}, {'id': '165', 'type': 'identifier', 'children': [], 'value': '__name__'}; {'id': '166', 'type': 'identifier', 'children': [], 'value': 'rfind'}, {'id': '167', 'type': 'argument_list', 'children': ['168']}; {'id': '168', 'type': 'string', 'children': [], 'value': "'.'"}, {'id': '169', 'type': 'if_statement', 'children': ['170', '174', '181']}; {'id': '170', 'type': 'comparison_operator', 'children': ['171', '172'], 'value': '=='}, {'id': '171', 'type': 'identifier', 'children': [], 'value': 'dotpos'}; {'id': '172', 'type': 'unary_operator', 'children': ['173'], 'value': '-'}, {'id': '173', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '174', 'type': 'block', 'children': ['175']}, {'id': '175', 'type': 'expression_statement', 'children': ['176']}; 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{'id': '192', 'type': 'identifier', 'children': [], 'value': 'dotpos'}, {'id': '193', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '194', 'type': 'colon', 'children': []}, {'id': '195', 'type': 'function_definition', 'children': ['196', '197', '199']}; {'id': '196', 'type': 'function_name', 'children': [], 'value': '_replchars'}, {'id': '197', 'type': 'parameters', 'children': ['198']}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'str_'}, {'id': '199', 'type': 'block', 'children': ['200']}; {'id': '200', 'type': 'return_statement', 'children': ['201']}, {'id': '201', 'type': 'call', 'children': ['202', '217']}; {'id': '202', 'type': 'attribute', 'children': ['203', '216']}, {'id': '203', 'type': 'call', 'children': ['204', '213']}; {'id': '204', 'type': 'attribute', 'children': ['205', '212']}, {'id': '205', 'type': 'call', 'children': ['206', '209']}; {'id': '206', 'type': 'attribute', 'children': ['207', '208']}, {'id': '207', 'type': 'identifier', 'children': [], 'value': 'str_'}; {'id': '208', 'type': 'identifier', 'children': [], 'value': 'replace'}, {'id': '209', 'type': 'argument_list', 'children': ['210', '211']}; {'id': '210', 'type': 'string', 'children': [], 'value': "'_'"}, {'id': '211', 'type': 'string', 'children': [], 'value': "'-'"}; {'id': '212', 'type': 'identifier', 'children': [], 'value': 'replace'}, {'id': '213', 'type': 'argument_list', 'children': ['214', '215']}; {'id': '214', 'type': 'string', 'children': [], 'value': "']'"}, {'id': '215', 'type': 'string', 'children': [], 'value': "''"}; {'id': '216', 'type': 'identifier', 'children': [], 'value': 'replace'}, {'id': '217', 'type': 'argument_list', 'children': ['218', '219']}; {'id': '218', 'type': 'string', 'children': [], 'value': "'['"}, {'id': '219', 'type': 'string', 'children': [], 'value': "''"}; {'id': '220', 'type': 'expression_statement', 'children': ['221']}, {'id': '221', 'type': 'assignment', 'children': ['222', '223']}; {'id': '222', 'type': 'identifier', 'children': [], 'value': 'flag1'}, {'id': '223', 'type': 'binary_operator', 'children': ['224', '225'], 'value': '%'}; {'id': '224', 'type': 'string', 'children': [], 'value': "'--debug-%s'"}, {'id': '225', 'type': 'call', 'children': ['226', '227']}; {'id': '226', 'type': 'identifier', 'children': [], 'value': '_replchars'}, {'id': '227', 'type': 'argument_list', 'children': ['228']}; {'id': '228', 'type': 'identifier', 'children': [], 'value': 'module_name'}, {'id': '229', 'type': 'expression_statement', 'children': ['230']}; {'id': '230', 'type': 'assignment', 'children': ['231', '232']}, {'id': '231', 'type': 'identifier', 'children': [], 'value': 'flag2'}; {'id': '232', 'type': 'binary_operator', 'children': ['233', '234'], 'value': '%'}, {'id': '233', 'type': 'string', 'children': [], 'value': "'--debug-%s'"}; {'id': '234', 'type': 'call', 'children': ['235', '236']}, {'id': '235', 'type': 'identifier', 'children': [], 'value': '_replchars'}; {'id': '236', 'type': 'argument_list', 'children': ['237']}, {'id': '237', 'type': 'identifier', 'children': [], 'value': 'module_prefix'}; {'id': '238', 'type': 'expression_statement', 'children': ['239']}, {'id': '239', 'type': 'assignment', 'children': ['240', '241']}; {'id': '240', 'type': 'identifier', 'children': [], 'value': 'DEBUG_FLAG'}, {'id': '241', 'type': 'call', 'children': ['242', '243']}; {'id': '242', 'type': 'identifier', 'children': [], 'value': 'any'}, {'id': '243', 'type': 'argument_list', 'children': ['244']}; {'id': '244', 'type': 'list_comprehension', 'children': ['245', '250']}, {'id': '245', 'type': 'comparison_operator', 'children': ['246', '247'], 'value': 'in'}; {'id': '246', 'type': 'identifier', 'children': [], 'value': 'flag'}, {'id': '247', 'type': 'attribute', 'children': ['248', '249']}; {'id': '248', 'type': 'identifier', 'children': [], 'value': 'sys'}, {'id': '249', 'type': 'identifier', 'children': [], 'value': 'argv'}; {'id': '250', 'type': 'for_in_clause', 'children': ['251', '252']}, {'id': '251', 'type': 'identifier', 'children': [], 'value': 'flag'}; {'id': '252', 'type': 'list', 'children': ['253', '254'], 'value': '[flag1, flag2]'}, {'id': '253', 'type': 'identifier', 'children': [], 'value': 'flag1'}; {'id': '254', 'type': 'identifier', 'children': [], 'value': 'flag2'}, {'id': '255', 'type': 'for_statement', 'children': ['256', '257', '258']}; {'id': '256', 'type': 'identifier', 'children': [], 'value': 'curflag'}, {'id': '257', 'type': 'identifier', 'children': [], 'value': 'ARGV_DEBUG_FLAGS'}; {'id': '258', 'type': 'block', 'children': ['259']}, {'id': '259', 'type': 'if_statement', 'children': ['260', '263']}; {'id': '260', 'type': 'comparison_operator', 'children': ['261', '262'], 'value': 'in'}, {'id': '261', 'type': 'identifier', 'children': [], 'value': 'curflag'}; {'id': '262', 'type': 'identifier', 'children': [], 'value': 'module_prefix'}, {'id': '263', 'type': 'block', 'children': ['264']}; {'id': '264', 'type': 'expression_statement', 'children': ['265']}, {'id': '265', 'type': 'assignment', 'children': ['266', '267']}; {'id': '266', 'type': 'identifier', 'children': [], 'value': 'DEBUG_FLAG'}, {'id': '267', 'type': 'True', 'children': []}; {'id': '268', 'type': 'if_statement', 'children': ['269', '274', '314']}, {'id': '269', 'type': 'boolean_operator', 'children': ['270', '273'], 'value': 'or'}; {'id': '270', 'type': 'boolean_operator', 'children': ['271', '272'], 'value': 'or'}, {'id': '271', 'type': 'identifier', 'children': [], 'value': '__DEBUG_ALL__'}; {'id': '272', 'type': 'identifier', 'children': [], 'value': 'DEBUG'}, {'id': '273', 'type': 'identifier', 'children': [], 'value': 'DEBUG_FLAG'}; {'id': '274', 'type': 'block', 'children': ['275', '284']}, {'id': '275', 'type': 'expression_statement', 'children': ['276']}; {'id': '276', 'type': 'call', 'children': ['277', '278']}, {'id': '277', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '278', 'type': 'argument_list', 'children': ['279']}, {'id': '279', 'type': 'binary_operator', 'children': ['280', '281'], 'value': '%'}; {'id': '280', 'type': 'string', 'children': [], 'value': "'INJECT_PRINT: %r == %r'"}, {'id': '281', 'type': 'tuple', 'children': ['282', '283']}; {'id': '282', 'type': 'identifier', 'children': [], 'value': 'module_name'}, {'id': '283', 'type': 'identifier', 'children': [], 'value': 'module_prefix'}; {'id': '284', 'type': 'function_definition', 'children': ['285', '286', '289']}, {'id': '285', 'type': 'function_name', 'children': [], 'value': 'printDBG'}; {'id': '286', 'type': 'parameters', 'children': ['287']}, {'id': '287', 'type': 'list_splat_pattern', 'children': ['288']}; {'id': '288', 'type': 'identifier', 'children': [], 'value': 'args'}, {'id': '289', 'type': 'block', 'children': ['290', '303']}; {'id': '290', 'type': 'expression_statement', 'children': ['291']}, {'id': '291', 'type': 'assignment', 'children': ['292', '293']}; {'id': '292', 'type': 'identifier', 'children': [], 'value': 'msg'}, {'id': '293', 'type': 'call', 'children': ['294', '297']}; {'id': '294', 'type': 'attribute', 'children': ['295', '296']}, {'id': '295', 'type': 'string', 'children': [], 'value': "', '"}; {'id': '296', 'type': 'identifier', 'children': [], 'value': 'join'}, {'id': '297', 'type': 'argument_list', 'children': ['298']}; {'id': '298', 'type': 'call', 'children': ['299', '300']}, {'id': '299', 'type': 'identifier', 'children': [], 'value': 'map'}; {'id': '300', 'type': 'argument_list', 'children': ['301', '302']}, {'id': '301', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '302', 'type': 'identifier', 'children': [], 'value': 'args'}, {'id': '303', 'type': 'expression_statement', 'children': ['304']}; {'id': '304', 'type': 'call', 'children': ['305', '308']}, {'id': '305', 'type': 'attribute', 'children': ['306', '307']}; {'id': '306', 'type': 'identifier', 'children': [], 'value': 'util_logging'}, {'id': '307', 'type': 'identifier', 'children': [], 'value': '__UTOOL_PRINTDBG__'}; {'id': '308', 'type': 'argument_list', 'children': ['309']}, {'id': '309', 'type': 'binary_operator', 'children': ['310', '313'], 'value': '+'}; {'id': '310', 'type': 'binary_operator', 'children': ['311', '312'], 'value': '+'}, {'id': '311', 'type': 'identifier', 'children': [], 'value': 'module_prefix'}; {'id': '312', 'type': 'string', 'children': [], 'value': "' DEBUG '"}, {'id': '313', 'type': 'identifier', 'children': [], 'value': 'msg'}; {'id': '314', 'type': 'else_clause', 'children': ['315']}, {'id': '315', 'type': 'block', 'children': ['316']}; {'id': '316', 'type': 'function_definition', 'children': ['317', '318', '321']}, {'id': '317', 'type': 'function_name', 'children': [], 'value': 'printDBG'}; {'id': '318', 'type': 'parameters', 'children': ['319']}, {'id': '319', 'type': 'list_splat_pattern', 'children': ['320']}; {'id': '320', 'type': 'identifier', 'children': [], 'value': 'args'}, {'id': '321', 'type': 'block', 'children': ['322']}; {'id': '322', 'type': 'pass_statement', 'children': []}, {'id': '323', 'type': 'expression_statement', 'children': ['324']}; {'id': '324', 'type': 'assignment', 'children': ['325', '326']}, {'id': '325', 'type': 'identifier', 'children': [], 'value': 'print_funcs'}; {'id': '326', 'type': 'tuple', 'children': ['327', '328', '329']}, {'id': '327', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '328', 'type': 'identifier', 'children': [], 'value': 'print_'}, {'id': '329', 'type': 'identifier', 'children': [], 'value': 'printDBG'}; {'id': '330', 'type': 'return_statement', 'children': ['331']}, {'id': '331', 'type': 'identifier', 'children': [], 'value': 'print_funcs'}
def inject_print_functions(module_name=None, module_prefix='[???]', DEBUG=False, module=None): module = _get_module(module_name, module) if SILENT: def print(*args): pass def printDBG(*args): pass def print_(*args): pass else: if DEBUG_PRINT: def print(*args): from utool._internal.meta_util_dbg import get_caller_name calltag = ''.join(('[caller:', get_caller_name(N=DEBUG_PRINT_N), ']' )) util_logging._utool_print()(calltag, *args) else: def print(*args): util_logging._utool_print()(*args) if __AGGROFLUSH__: def print_(*args): util_logging._utool_write()(*args) util_logging._utool_flush()() else: def print_(*args): util_logging._utool_write()(*args) dotpos = module.__name__.rfind('.') if dotpos == -1: module_name = module.__name__ else: module_name = module.__name__[dotpos + 1:] def _replchars(str_): return str_.replace('_', '-').replace(']', '').replace('[', '') flag1 = '--debug-%s' % _replchars(module_name) flag2 = '--debug-%s' % _replchars(module_prefix) DEBUG_FLAG = any([flag in sys.argv for flag in [flag1, flag2]]) for curflag in ARGV_DEBUG_FLAGS: if curflag in module_prefix: DEBUG_FLAG = True if __DEBUG_ALL__ or DEBUG or DEBUG_FLAG: print('INJECT_PRINT: %r == %r' % (module_name, module_prefix)) def printDBG(*args): msg = ', '.join(map(str, args)) util_logging.__UTOOL_PRINTDBG__(module_prefix + ' DEBUG ' + msg) else: def printDBG(*args): pass print_funcs = (print, print_, printDBG) return print_funcs
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def get_isobaric_ratios(psmfn, psmheader, channels, denom_channels, min_int, targetfn, accessioncol, normalize, normratiofn): psm_or_feat_ratios = get_psmratios(psmfn, psmheader, channels, denom_channels, min_int, accessioncol) if normalize and normratiofn: normheader = reader.get_tsv_header(normratiofn) normratios = get_ratios_from_fn(normratiofn, normheader, channels) ch_medians = get_medians(channels, normratios, report=True) outratios = calculate_normalized_ratios(psm_or_feat_ratios, ch_medians, channels) elif normalize: flatratios = [[feat[ch] for ch in channels] for feat in psm_or_feat_ratios] ch_medians = get_medians(channels, flatratios, report=True) outratios = calculate_normalized_ratios(psm_or_feat_ratios, ch_medians, channels) else: outratios = psm_or_feat_ratios if accessioncol and targetfn: outratios = {x[ISOQUANTRATIO_FEAT_ACC]: x for x in outratios} return output_to_target_accession_table(targetfn, outratios, channels) elif not accessioncol and not targetfn: return paste_to_psmtable(psmfn, psmheader, outratios) elif accessioncol and not targetfn: return ({(k if not k == ISOQUANTRATIO_FEAT_ACC else prottabledata.HEADER_ACCESSION): v for k, v in ratio.items()} for ratio in outratios)
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def clean_line_profile_text(text): profile_block_list = parse_rawprofile_blocks(text) prefix_list, timemap = parse_timemap_from_blocks(profile_block_list) sorted_lists = sorted(six.iteritems(timemap), key=operator.itemgetter(0)) newlist = prefix_list[:] for key, val in sorted_lists: newlist.extend(val) output_text = '\n'.join(newlist) summary_text = get_summary(profile_block_list) output_text = output_text return output_text, summary_text
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{'id': '16', 'type': 'identifier', 'children': [], 'value': 'ut'}, {'id': '17', 'type': 'expression_statement', 'children': ['18']}; {'id': '18', 'type': 'assignment', 'children': ['19', '20']}, {'id': '19', 'type': 'identifier', 'children': [], 'value': 'rng'}; {'id': '20', 'type': 'call', 'children': ['21', '24']}, {'id': '21', 'type': 'attribute', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'ut'}, {'id': '23', 'type': 'identifier', 'children': [], 'value': 'ensure_rng'}; {'id': '24', 'type': 'argument_list', 'children': ['25', '26']}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 'rng'}; {'id': '26', 'type': 'string', 'children': [], 'value': "'python'"}, {'id': '27', 'type': 'expression_statement', 'children': ['28']}; {'id': '28', 'type': 'assignment', 'children': ['29', '30']}, {'id': '29', 'type': 'identifier', 'children': [], 'value': 'seen'}; {'id': '30', 'type': 'call', 'children': ['31', '32']}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'set'}; {'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': 'items'}; {'id': '36', 'type': 'list_comprehension', 'children': ['37', '41']}, {'id': '37', 'type': 'call', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'list'}, {'id': '39', 'type': 'argument_list', 'children': ['40']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'g'}, {'id': '41', 'type': 'for_in_clause', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'g'}, {'id': '43', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '44', 'type': 'expression_statement', 'children': ['45']}, {'id': '45', 'type': 'assignment', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'max_num'}, {'id': '47', 'type': 'call', 'children': ['48', '51']}; {'id': '48', 'type': 'attribute', 'children': ['49', '50']}, {'id': '49', 'type': 'identifier', 'children': [], 'value': 'ut'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'prod'}, {'id': '51', 'type': 'argument_list', 'children': ['52']}; {'id': '52', 'type': 'call', 'children': ['53', '54']}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'map'}; {'id': '54', 'type': 'argument_list', 'children': ['55', '56']}, {'id': '55', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'items'}, {'id': '57', 'type': 'if_statement', 'children': ['58', '61']}; {'id': '58', 'type': 'comparison_operator', 'children': ['59', '60'], 'value': 'is'}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '60', 'type': 'None', 'children': []}, {'id': '61', 'type': 'block', 'children': ['62']}; {'id': '62', 'type': 'expression_statement', 'children': ['63']}, {'id': '63', 'type': 'assignment', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'num'}, {'id': '65', 'type': 'identifier', 'children': [], 'value': 'max_num'}; {'id': '66', 'type': 'if_statement', 'children': ['67', '70']}, {'id': '67', 'type': 'comparison_operator', 'children': ['68', '69'], 'value': '>'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'num'}, {'id': '69', 'type': 'identifier', 'children': [], 'value': 'max_num'}; {'id': '70', 'type': 'block', 'children': ['71']}, {'id': '71', 'type': 'raise_statement', 'children': ['72']}; {'id': '72', 'type': 'call', 'children': ['73', '74']}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '74', 'type': 'argument_list', 'children': ['75']}, {'id': '75', 'type': 'string', 'children': [], 'value': "'num exceedes maximum number of products'"}; {'id': '76', 'type': 'if_statement', 'children': ['77', '82', '107']}, {'id': '77', 'type': 'comparison_operator', 'children': ['78', '79'], 'value': '>'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'num'}, {'id': '79', 'type': 'binary_operator', 'children': ['80', '81'], 'value': '//'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'max_num'}, {'id': '81', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '82', 'type': 'block', 'children': ['83']}, {'id': '83', 'type': 'for_statement', 'children': ['84', '85', '103']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'prod'}, {'id': '85', 'type': 'call', 'children': ['86', '89']}; {'id': '86', 'type': 'attribute', 'children': ['87', '88']}, {'id': '87', 'type': 'identifier', 'children': [], 'value': 'ut'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'shuffle'}, {'id': '89', 'type': 'argument_list', 'children': ['90', '100']}; {'id': '90', 'type': 'call', 'children': ['91', '92']}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '92', 'type': 'argument_list', 'children': ['93']}, {'id': '93', 'type': 'call', 'children': ['94', '97']}; {'id': '94', 'type': 'attribute', 'children': ['95', '96']}, {'id': '95', 'type': 'identifier', 'children': [], 'value': 'it'}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'product'}, {'id': '97', 'type': 'argument_list', 'children': ['98']}; {'id': '98', 'type': 'list_splat', 'children': ['99']}, {'id': '99', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '100', 'type': 'keyword_argument', 'children': ['101', '102']}, {'id': '101', 'type': 'identifier', 'children': [], 'value': 'rng'}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'rng'}, {'id': '103', 'type': 'block', 'children': ['104']}; {'id': '104', 'type': 'expression_statement', 'children': ['105']}, {'id': '105', 'type': 'yield', 'children': ['106']}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'prod'}, {'id': '107', 'type': 'else_clause', 'children': ['108']}; {'id': '108', 'type': 'block', 'children': ['109']}, {'id': '109', 'type': 'while_statement', 'children': ['110', '116']}; {'id': '110', 'type': 'comparison_operator', 'children': ['111', '115'], 'value': '<'}, {'id': '111', 'type': 'call', 'children': ['112', '113']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '113', 'type': 'argument_list', 'children': ['114']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'seen'}, {'id': '115', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '116', 'type': 'block', 'children': ['117', '138']}, {'id': '117', 'type': 'expression_statement', 'children': ['118']}; {'id': '118', 'type': 'assignment', 'children': ['119', '120']}, {'id': '119', 'type': 'identifier', 'children': [], 'value': 'idxs'}; {'id': '120', 'type': 'call', 'children': ['121', '122']}, {'id': '121', 'type': 'identifier', 'children': [], 'value': 'tuple'}; {'id': '122', 'type': 'generator_expression', 'children': ['123', '135']}, {'id': '123', 'type': 'call', 'children': ['124', '127']}; {'id': '124', 'type': 'attribute', 'children': ['125', '126']}, {'id': '125', 'type': 'identifier', 'children': [], 'value': 'rng'}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'randint'}, {'id': '127', 'type': 'argument_list', 'children': ['128', '129']}; {'id': '128', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '129', 'type': 'binary_operator', 'children': ['130', '134'], 'value': '-'}; {'id': '130', 'type': 'call', 'children': ['131', '132']}, {'id': '131', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '132', 'type': 'argument_list', 'children': ['133']}, {'id': '133', 'type': 'identifier', 'children': [], 'value': 'g'}; {'id': '134', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '135', 'type': 'for_in_clause', 'children': ['136', '137']}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'g'}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '138', 'type': 'if_statement', 'children': ['139', '142']}, {'id': '139', 'type': 'comparison_operator', 'children': ['140', '141'], 'value': 'not'}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'idxs'}, {'id': '141', 'type': 'identifier', 'children': [], 'value': 'seen'}; {'id': '142', 'type': 'block', 'children': ['143', '150', '168']}, {'id': '143', 'type': 'expression_statement', 'children': ['144']}; {'id': '144', 'type': 'call', 'children': ['145', '148']}, {'id': '145', 'type': 'attribute', 'children': ['146', '147']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'seen'}, {'id': '147', 'type': 'identifier', 'children': [], 'value': 'add'}; {'id': '148', 'type': 'argument_list', 'children': ['149']}, {'id': '149', 'type': 'identifier', 'children': [], 'value': 'idxs'}; {'id': '150', 'type': 'expression_statement', 'children': ['151']}, {'id': '151', 'type': 'assignment', 'children': ['152', '153']}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'prod'}, {'id': '153', 'type': 'call', 'children': ['154', '155']}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'tuple'}, {'id': '155', 'type': 'generator_expression', 'children': ['156', '159']}; {'id': '156', 'type': 'subscript', 'children': ['157', '158']}, {'id': '157', 'type': 'identifier', 'children': [], 'value': 'g'}; {'id': '158', 'type': 'identifier', 'children': [], 'value': 'x'}, {'id': '159', 'type': 'for_in_clause', 'children': ['160', '163']}; {'id': '160', 'type': 'pattern_list', 'children': ['161', '162']}, {'id': '161', 'type': 'identifier', 'children': [], 'value': 'g'}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'x'}, {'id': '163', 'type': 'call', 'children': ['164', '165']}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'zip'}, {'id': '165', 'type': 'argument_list', 'children': ['166', '167']}; {'id': '166', 'type': 'identifier', 'children': [], 'value': 'items'}, {'id': '167', 'type': 'identifier', 'children': [], 'value': 'idxs'}; {'id': '168', 'type': 'expression_statement', 'children': ['169']}, {'id': '169', 'type': 'yield', 'children': ['170']}
def random_product(items, num=None, rng=None): import utool as ut rng = ut.ensure_rng(rng, 'python') seen = set() items = [list(g) for g in items] max_num = ut.prod(map(len, items)) if num is None: num = max_num if num > max_num: raise ValueError('num exceedes maximum number of products') if num > max_num // 2: for prod in ut.shuffle(list(it.product(*items)), rng=rng): yield prod else: while len(seen) < num: idxs = tuple(rng.randint(0, len(g) - 1) for g in items) if idxs not in seen: seen.add(idxs) prod = tuple(g[x] for g, x in zip(items, idxs)) yield prod
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'parse_dsn'}, {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'dsn_string'}, {'id': '5', 'type': 'block', 'children': ['6', '13', '26', '36', '42', '88', '111', '128', '150', '161']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}, {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'dsn'}, {'id': '9', 'type': 'call', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'urlparse'}, {'id': '11', 'type': 'argument_list', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'dsn_string'}, {'id': '13', 'type': 'expression_statement', 'children': ['14']}; {'id': '14', 'type': 'assignment', 'children': ['15', '16']}, {'id': '15', 'type': 'identifier', 'children': [], 'value': 'scheme'}; {'id': '16', 'type': 'subscript', 'children': ['17', '25']}, {'id': '17', 'type': 'call', 'children': ['18', '23']}; {'id': '18', 'type': 'attribute', 'children': ['19', '22']}, {'id': '19', 'type': 'attribute', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'dsn'}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'scheme'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'split'}, {'id': '23', 'type': 'argument_list', 'children': ['24']}; {'id': '24', 'type': 'string', 'children': [], 'value': "'+'"}, {'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': 'username'}, {'id': '29', 'type': 'assignment', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'password'}, {'id': '31', 'type': 'assignment', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'host'}, {'id': '33', 'type': 'assignment', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'port'}, {'id': '35', 'type': 'None', 'children': []}; {'id': '36', 'type': 'expression_statement', 'children': ['37']}, {'id': '37', 'type': 'assignment', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'host'}, {'id': '39', 'type': 'attribute', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'dsn'}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'netloc'}; {'id': '42', 'type': 'if_statement', 'children': ['43', '46']}, {'id': '43', 'type': 'comparison_operator', 'children': ['44', '45'], 'value': 'in'}; {'id': '44', 'type': 'string', 'children': [], 'value': "'@'"}, {'id': '45', 'type': 'identifier', 'children': [], 'value': 'host'}; {'id': '46', 'type': 'block', 'children': ['47', '58', '81']}, {'id': '47', 'type': 'expression_statement', 'children': ['48']}; {'id': '48', 'type': 'assignment', 'children': ['49', '52']}, {'id': '49', 'type': 'pattern_list', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'username'}, {'id': '51', 'type': 'identifier', 'children': [], 'value': 'host'}; {'id': '52', 'type': 'call', 'children': ['53', '56']}, {'id': '53', 'type': 'attribute', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'host'}, {'id': '55', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '56', 'type': 'argument_list', 'children': ['57']}, {'id': '57', 'type': 'string', 'children': [], 'value': "'@'"}; {'id': '58', 'type': 'if_statement', 'children': ['59', '62']}, {'id': '59', 'type': 'comparison_operator', 'children': ['60', '61'], 'value': 'in'}; {'id': '60', 'type': 'string', 'children': [], 'value': "':'"}, {'id': '61', 'type': 'identifier', 'children': [], 'value': 'username'}; {'id': '62', 'type': 'block', 'children': ['63', '74']}, {'id': '63', 'type': 'expression_statement', 'children': ['64']}; {'id': '64', 'type': 'assignment', 'children': ['65', '68']}, {'id': '65', 'type': 'pattern_list', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'username'}, {'id': '67', 'type': 'identifier', 'children': [], 'value': 'password'}; {'id': '68', 'type': 'call', 'children': ['69', '72']}, {'id': '69', 'type': 'attribute', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'username'}, {'id': '71', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '72', 'type': 'argument_list', 'children': ['73']}, {'id': '73', 'type': 'string', 'children': [], 'value': "':'"}; {'id': '74', 'type': 'expression_statement', 'children': ['75']}, {'id': '75', 'type': 'assignment', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'password'}, {'id': '77', 'type': 'call', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'unquote'}, {'id': '79', 'type': 'argument_list', 'children': ['80']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'password'}, {'id': '81', 'type': 'expression_statement', 'children': ['82']}; {'id': '82', 'type': 'assignment', 'children': ['83', '84']}, {'id': '83', 'type': 'identifier', 'children': [], 'value': 'username'}; {'id': '84', 'type': 'call', 'children': ['85', '86']}, {'id': '85', 'type': 'identifier', 'children': [], 'value': 'unquote'}; {'id': '86', 'type': 'argument_list', 'children': ['87']}, {'id': '87', 'type': 'identifier', 'children': [], 'value': 'username'}; {'id': '88', 'type': 'if_statement', 'children': ['89', '92']}, {'id': '89', 'type': 'comparison_operator', 'children': ['90', '91'], 'value': 'in'}; {'id': '90', 'type': 'string', 'children': [], 'value': "':'"}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 'host'}; {'id': '92', 'type': 'block', 'children': ['93', '104']}, {'id': '93', 'type': 'expression_statement', 'children': ['94']}; {'id': '94', 'type': 'assignment', 'children': ['95', '98']}, {'id': '95', 'type': 'pattern_list', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'host'}, {'id': '97', 'type': 'identifier', 'children': [], 'value': 'port'}; {'id': '98', 'type': 'call', 'children': ['99', '102']}, {'id': '99', 'type': 'attribute', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'host'}, {'id': '101', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '102', 'type': 'argument_list', 'children': ['103']}, {'id': '103', 'type': 'string', 'children': [], 'value': "':'"}; {'id': '104', 'type': 'expression_statement', 'children': ['105']}, {'id': '105', 'type': 'assignment', 'children': ['106', '107']}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'port'}, {'id': '107', 'type': 'call', 'children': ['108', '109']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'int'}, {'id': '109', 'type': 'argument_list', 'children': ['110']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'port'}, {'id': '111', 'type': 'expression_statement', 'children': ['112']}; {'id': '112', 'type': 'assignment', 'children': ['113', '114']}, {'id': '113', 'type': 'identifier', 'children': [], 'value': 'database'}; {'id': '114', 'type': 'subscript', 'children': ['115', '125']}, {'id': '115', 'type': 'subscript', 'children': ['116', '124']}; {'id': '116', 'type': 'call', 'children': ['117', '122']}, {'id': '117', 'type': 'attribute', 'children': ['118', '121']}; {'id': '118', 'type': 'attribute', 'children': ['119', '120']}, {'id': '119', 'type': 'identifier', 'children': [], 'value': 'dsn'}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'path'}, {'id': '121', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '122', 'type': 'argument_list', 'children': ['123']}, {'id': '123', 'type': 'string', 'children': [], 'value': "'?'"}; {'id': '124', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '125', 'type': 'slice', 'children': ['126', '127']}; {'id': '126', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '127', 'type': 'colon', 'children': []}; {'id': '128', 'type': 'expression_statement', 'children': ['129']}, {'id': '129', 'type': 'assignment', 'children': ['130', '131']}; {'id': '130', 'type': 'identifier', 'children': [], 'value': 'query'}, {'id': '131', 'type': 'conditional_expression', 'children': ['132', '142', '147'], 'value': 'if'}; {'id': '132', 'type': 'subscript', 'children': ['133', '141']}, {'id': '133', 'type': 'call', 'children': ['134', '139']}; {'id': '134', 'type': 'attribute', 'children': ['135', '138']}, {'id': '135', 'type': 'attribute', 'children': ['136', '137']}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'dsn'}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'split'}, {'id': '139', 'type': 'argument_list', 'children': ['140']}; {'id': '140', 'type': 'string', 'children': [], 'value': "'?'"}, {'id': '141', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '142', 'type': 'comparison_operator', 'children': ['143', '144'], 'value': 'in'}, {'id': '143', 'type': 'string', 'children': [], 'value': "'?'"}; {'id': '144', 'type': 'attribute', 'children': ['145', '146']}, {'id': '145', 'type': 'identifier', 'children': [], 'value': 'dsn'}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'path'}, {'id': '147', 'type': 'attribute', 'children': ['148', '149']}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'dsn'}, {'id': '149', 'type': 'identifier', 'children': [], 'value': 'query'}; {'id': '150', 'type': 'expression_statement', 'children': ['151']}, {'id': '151', 'type': 'assignment', 'children': ['152', '153']}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'kwargs'}, {'id': '153', 'type': 'call', 'children': ['154', '155']}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'dict'}, {'id': '155', 'type': 'argument_list', 'children': ['156']}; {'id': '156', 'type': 'call', 'children': ['157', '158']}, {'id': '157', 'type': 'identifier', 'children': [], 'value': 'parse_qsl'}; {'id': '158', 'type': 'argument_list', 'children': ['159', '160']}, {'id': '159', 'type': 'identifier', 'children': [], 'value': 'query'}; {'id': '160', 'type': 'True', 'children': []}, {'id': '161', 'type': 'if_statement', 'children': ['162', '165', '174', '225', '292']}; {'id': '162', 'type': 'comparison_operator', 'children': ['163', '164'], 'value': '=='}, {'id': '163', 'type': 'identifier', 'children': [], 'value': 'scheme'}; {'id': '164', 'type': 'string', 'children': [], 'value': "'sqlite'"}, {'id': '165', 'type': 'block', 'children': ['166']}; {'id': '166', 'type': 'return_statement', 'children': ['167']}, {'id': '167', 'type': 'expression_list', 'children': ['168', '169', '173']}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'SQLiteDriver'}, {'id': '169', 'type': 'list', 'children': ['170'], 'value': '[dsn.path]'}; {'id': '170', 'type': 'attribute', 'children': ['171', '172']}, {'id': '171', 'type': 'identifier', 'children': [], 'value': 'dsn'}; {'id': '172', 'type': 'identifier', 'children': [], 'value': 'path'}, {'id': '173', 'type': 'dictionary', 'children': []}; {'id': '174', 'type': 'elif_clause', 'children': ['175', '178']}, {'id': '175', 'type': 'comparison_operator', 'children': ['176', '177'], 'value': '=='}; {'id': '176', 'type': 'identifier', 'children': [], 'value': 'scheme'}, {'id': '177', 'type': 'string', 'children': [], 'value': "'mysql'"}; {'id': '178', 'type': 'block', 'children': ['179', '187', '193', '202', '211', '220']}, {'id': '179', 'type': 'expression_statement', 'children': ['180']}; {'id': '180', 'type': 'assignment', 'children': ['181', '184']}, {'id': '181', 'type': 'subscript', 'children': ['182', '183']}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'kwargs'}, {'id': '183', 'type': 'string', 'children': [], 'value': "'user'"}; {'id': '184', 'type': 'boolean_operator', 'children': ['185', '186'], 'value': 'or'}, {'id': '185', 'type': 'identifier', 'children': [], 'value': 'username'}; {'id': '186', 'type': 'string', 'children': [], 'value': "'root'"}, {'id': '187', 'type': 'expression_statement', 'children': ['188']}; {'id': '188', 'type': 'assignment', 'children': ['189', '192']}, {'id': '189', 'type': 'subscript', 'children': ['190', '191']}; {'id': '190', 'type': 'identifier', 'children': [], 'value': 'kwargs'}, {'id': '191', 'type': 'string', 'children': [], 'value': "'db'"}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'database'}, {'id': '193', 'type': 'if_statement', 'children': ['194', '195']}; {'id': '194', 'type': 'identifier', 'children': [], 'value': 'port'}, {'id': '195', 'type': 'block', 'children': ['196']}; {'id': '196', 'type': 'expression_statement', 'children': ['197']}, {'id': '197', 'type': 'assignment', 'children': ['198', '201']}; {'id': '198', 'type': 'subscript', 'children': ['199', '200']}, {'id': '199', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '200', 'type': 'string', 'children': [], 'value': "'port'"}, {'id': '201', 'type': 'identifier', 'children': [], 'value': 'port'}; {'id': '202', 'type': 'if_statement', 'children': ['203', '204']}, {'id': '203', 'type': 'identifier', 'children': [], 'value': 'host'}; {'id': '204', 'type': 'block', 'children': ['205']}, {'id': '205', 'type': 'expression_statement', 'children': ['206']}; {'id': '206', 'type': 'assignment', 'children': ['207', '210']}, {'id': '207', 'type': 'subscript', 'children': ['208', '209']}; {'id': '208', 'type': 'identifier', 'children': [], 'value': 'kwargs'}, {'id': '209', 'type': 'string', 'children': [], 'value': "'host'"}; {'id': '210', 'type': 'identifier', 'children': [], 'value': 'host'}, {'id': '211', 'type': 'if_statement', 'children': ['212', '213']}; {'id': '212', 'type': 'identifier', 'children': [], 'value': 'password'}, {'id': '213', 'type': 'block', 'children': ['214']}; {'id': '214', 'type': 'expression_statement', 'children': ['215']}, {'id': '215', 'type': 'assignment', 'children': ['216', '219']}; {'id': '216', 'type': 'subscript', 'children': ['217', '218']}, {'id': '217', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '218', 'type': 'string', 'children': [], 'value': "'passwd'"}, {'id': '219', 'type': 'identifier', 'children': [], 'value': 'password'}; {'id': '220', 'type': 'return_statement', 'children': ['221']}, {'id': '221', 'type': 'expression_list', 'children': ['222', '223', '224']}; {'id': '222', 'type': 'identifier', 'children': [], 'value': 'MySQLDriver'}, {'id': '223', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '224', 'type': 'identifier', 'children': [], 'value': 'kwargs'}, {'id': '225', 'type': 'elif_clause', 'children': ['226', '229']}; {'id': '226', 'type': 'comparison_operator', 'children': ['227', '228'], 'value': '=='}, {'id': '227', 'type': 'identifier', 'children': [], 'value': 'scheme'}; {'id': '228', 'type': 'string', 'children': [], 'value': "'postgresql'"}, {'id': '229', 'type': 'block', 'children': ['230', '238', '244', '253', '278', '287']}; {'id': '230', 'type': 'expression_statement', 'children': ['231']}, {'id': '231', 'type': 'assignment', 'children': ['232', '235']}; {'id': '232', 'type': 'subscript', 'children': ['233', '234']}, {'id': '233', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '234', 'type': 'string', 'children': [], 'value': "'user'"}, {'id': '235', 'type': 'boolean_operator', 'children': ['236', '237'], 'value': 'or'}; {'id': '236', 'type': 'identifier', 'children': [], 'value': 'username'}, {'id': '237', 'type': 'string', 'children': [], 'value': "'postgres'"}; {'id': '238', 'type': 'expression_statement', 'children': ['239']}, {'id': '239', 'type': 'assignment', 'children': ['240', '243']}; {'id': '240', 'type': 'subscript', 'children': ['241', '242']}, {'id': '241', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '242', 'type': 'string', 'children': [], 'value': "'database'"}, {'id': '243', 'type': 'identifier', 'children': [], 'value': 'database'}; {'id': '244', 'type': 'if_statement', 'children': ['245', '246']}, {'id': '245', 'type': 'identifier', 'children': [], 'value': 'port'}; {'id': '246', 'type': 'block', 'children': ['247']}, {'id': '247', 'type': 'expression_statement', 'children': ['248']}; {'id': '248', 'type': 'assignment', 'children': ['249', '252']}, {'id': '249', 'type': 'subscript', 'children': ['250', '251']}; {'id': '250', 'type': 'identifier', 'children': [], 'value': 'kwargs'}, {'id': '251', 'type': 'string', 'children': [], 'value': "'port'"}; {'id': '252', 'type': 'identifier', 'children': [], 'value': 'port'}, {'id': '253', 'type': 'if_statement', 'children': ['254', '257', '269']}; {'id': '254', 'type': 'comparison_operator', 'children': ['255', '256'], 'value': 'in'}, {'id': '255', 'type': 'string', 'children': [], 'value': "'unix_socket'"}; {'id': '256', 'type': 'identifier', 'children': [], 'value': 'kwargs'}, {'id': '257', 'type': 'block', 'children': ['258']}; {'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': 'kwargs'}; {'id': '262', 'type': 'string', 'children': [], 'value': "'host'"}, {'id': '263', 'type': 'call', 'children': ['264', '267']}; {'id': '264', 'type': 'attribute', 'children': ['265', '266']}, {'id': '265', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '266', 'type': 'identifier', 'children': [], 'value': 'pop'}, {'id': '267', 'type': 'argument_list', 'children': ['268']}; {'id': '268', 'type': 'string', 'children': [], 'value': "'unix_socket'"}, {'id': '269', 'type': 'elif_clause', 'children': ['270', '271']}; {'id': '270', 'type': 'identifier', 'children': [], 'value': 'host'}, {'id': '271', 'type': 'block', 'children': ['272']}; {'id': '272', 'type': 'expression_statement', 'children': ['273']}, {'id': '273', 'type': 'assignment', 'children': ['274', '277']}; {'id': '274', 'type': 'subscript', 'children': ['275', '276']}, {'id': '275', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '276', 'type': 'string', 'children': [], 'value': "'host'"}, {'id': '277', 'type': 'identifier', 'children': [], 'value': 'host'}; {'id': '278', 'type': 'if_statement', 'children': ['279', '280']}, {'id': '279', 'type': 'identifier', 'children': [], 'value': 'password'}; {'id': '280', 'type': 'block', 'children': ['281']}, {'id': '281', 'type': 'expression_statement', 'children': ['282']}; {'id': '282', 'type': 'assignment', 'children': ['283', '286']}, {'id': '283', 'type': 'subscript', 'children': ['284', '285']}; {'id': '284', 'type': 'identifier', 'children': [], 'value': 'kwargs'}, {'id': '285', 'type': 'string', 'children': [], 'value': "'password'"}; {'id': '286', 'type': 'identifier', 'children': [], 'value': 'password'}, {'id': '287', 'type': 'return_statement', 'children': ['288']}; {'id': '288', 'type': 'expression_list', 'children': ['289', '290', '291']}, {'id': '289', 'type': 'identifier', 'children': [], 'value': 'PostgreSQLDriver'}; {'id': '290', 'type': 'list', 'children': [], 'value': '[]'}, {'id': '291', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '292', 'type': 'else_clause', 'children': ['293']}, {'id': '293', 'type': 'block', 'children': ['294']}; {'id': '294', 'type': 'raise_statement', 'children': ['295']}, {'id': '295', 'type': 'call', 'children': ['296', '297']}; {'id': '296', 'type': 'identifier', 'children': [], 'value': 'ValueError'}, {'id': '297', 'type': 'argument_list', 'children': ['298']}; {'id': '298', 'type': 'binary_operator', 'children': ['299', '300'], 'value': '%'}, {'id': '299', 'type': 'string', 'children': [], 'value': "'Unknown driver %s'"}
def parse_dsn(dsn_string): dsn = urlparse(dsn_string) scheme = dsn.scheme.split('+')[0] username = password = host = port = None host = dsn.netloc if '@' in host: username, host = host.split('@') if ':' in username: username, password = username.split(':') password = unquote(password) username = unquote(username) if ':' in host: host, port = host.split(':') port = int(port) database = dsn.path.split('?')[0][1:] query = dsn.path.split('?')[1] if '?' in dsn.path else dsn.query kwargs = dict(parse_qsl(query, True)) if scheme == 'sqlite': return SQLiteDriver, [dsn.path], {} elif scheme == 'mysql': kwargs['user'] = username or 'root' kwargs['db'] = database if port: kwargs['port'] = port if host: kwargs['host'] = host if password: kwargs['passwd'] = password return MySQLDriver, [], kwargs elif scheme == 'postgresql': kwargs['user'] = username or 'postgres' kwargs['database'] = database if port: kwargs['port'] = port if 'unix_socket' in kwargs: kwargs['host'] = kwargs.pop('unix_socket') elif host: kwargs['host'] = host if password: kwargs['password'] = password return PostgreSQLDriver, [], kwargs else: raise ValueError('Unknown driver %s' % dsn_string)
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '31']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'numpy_str'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11', '14', '17', '20', '23', '26', '29']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'arr'}, {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'strvals'}, {'id': '7', 'type': 'False', 'children': []}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}, {'id': '9', 'type': 'identifier', 'children': [], 'value': 'precision'}; {'id': '10', 'type': 'None', 'children': []}, {'id': '11', 'type': 'default_parameter', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'pr'}, {'id': '13', 'type': 'None', 'children': []}; {'id': '14', 'type': 'default_parameter', 'children': ['15', '16']}, {'id': '15', 'type': 'identifier', 'children': [], 'value': 'force_dtype'}; {'id': '16', 'type': 'False', 'children': []}, {'id': '17', 'type': 'default_parameter', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'with_dtype'}, {'id': '19', 'type': 'None', 'children': []}; {'id': '20', 'type': 'default_parameter', 'children': ['21', '22']}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'suppress_small'}; {'id': '22', 'type': 'None', 'children': []}, {'id': '23', 'type': 'default_parameter', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'max_line_width'}, {'id': '25', 'type': 'None', 'children': []}; {'id': '26', 'type': 'default_parameter', 'children': ['27', '28']}, {'id': '27', 'type': 'identifier', 'children': [], 'value': 'threshold'}; {'id': '28', 'type': 'None', 'children': []}, {'id': '29', 'type': 'dictionary_splat_pattern', 'children': ['30']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'kwargs'}, {'id': '31', 'type': 'block', 'children': ['32', '42', '58', '62', '68', '172', '237', '252', '260']}; {'id': '32', 'type': 'expression_statement', 'children': ['33']}, {'id': '33', 'type': 'assignment', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'itemsep'}, {'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': 'get'}, {'id': '39', 'type': 'argument_list', 'children': ['40', '41']}; {'id': '40', 'type': 'string', 'children': [], 'value': "'itemsep'"}, {'id': '41', 'type': 'string', 'children': [], 'value': "' '"}; {'id': '42', 'type': 'expression_statement', 'children': ['43']}, {'id': '43', 'type': 'assignment', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'newlines'}, {'id': '45', 'type': 'call', 'children': ['46', '49']}; {'id': '46', 'type': 'attribute', 'children': ['47', '48']}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'pop'}, {'id': '49', 'type': 'argument_list', 'children': ['50', '51']}; {'id': '50', 'type': 'string', 'children': [], 'value': "'nl'"}, {'id': '51', 'type': 'call', 'children': ['52', '55']}; {'id': '52', 'type': 'attribute', 'children': ['53', '54']}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'pop'}, {'id': '55', 'type': 'argument_list', 'children': ['56', '57']}; {'id': '56', 'type': 'string', 'children': [], 'value': "'newlines'"}, {'id': '57', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '58', 'type': 'expression_statement', 'children': ['59']}, {'id': '59', 'type': 'assignment', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'data'}, {'id': '61', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '62', 'type': 'expression_statement', 'children': ['63']}, {'id': '63', 'type': 'assignment', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'separator'}, {'id': '65', 'type': 'binary_operator', 'children': ['66', '67'], 'value': '+'}; {'id': '66', 'type': 'string', 'children': [], 'value': "','"}, {'id': '67', 'type': 'identifier', 'children': [], 'value': 'itemsep'}; {'id': '68', 'type': 'if_statement', 'children': ['69', '70', '79']}, {'id': '69', 'type': 'identifier', 'children': [], 'value': 'strvals'}; {'id': '70', 'type': 'block', 'children': ['71', '75']}, {'id': '71', 'type': 'expression_statement', 'children': ['72']}; {'id': '72', 'type': 'assignment', 'children': ['73', '74']}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 'prefix'}; {'id': '74', 'type': 'string', 'children': [], 'value': "''"}, {'id': '75', 'type': 'expression_statement', 'children': ['76']}; {'id': '76', 'type': 'assignment', 'children': ['77', '78']}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'suffix'}; {'id': '78', 'type': 'string', 'children': [], 'value': "''"}, {'id': '79', 'type': 'else_clause', 'children': ['80']}; {'id': '80', 'type': 'block', 'children': ['81', '90', '94', '105', '116', '125', '134', '144']}, {'id': '81', 'type': 'expression_statement', 'children': ['82']}; {'id': '82', 'type': 'assignment', 'children': ['83', '84']}, {'id': '83', 'type': 'identifier', 'children': [], 'value': 'modname'}; {'id': '84', 'type': 'attribute', 'children': ['85', '89']}, {'id': '85', 'type': 'call', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'type'}, {'id': '87', 'type': 'argument_list', 'children': ['88']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'data'}, {'id': '89', 'type': 'identifier', 'children': [], 'value': '__module__'}; {'id': '90', 'type': 'expression_statement', 'children': ['91']}, {'id': '91', 'type': 'assignment', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'np_nice'}, {'id': '93', 'type': 'string', 'children': [], 'value': "'np'"}; {'id': '94', 'type': 'expression_statement', 'children': ['95']}, {'id': '95', 'type': 'assignment', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'modname'}, {'id': '97', 'type': 'call', 'children': ['98', '101']}; {'id': '98', 'type': 'attribute', 'children': ['99', '100']}, {'id': '99', 'type': 'identifier', 'children': [], 'value': 're'}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'sub'}, {'id': '101', 'type': 'argument_list', 'children': ['102', '103', '104']}; {'id': '102', 'type': 'string', 'children': [], 'value': "'\\\\bnumpy\\\\b'"}, {'id': '103', 'type': 'identifier', 'children': [], 'value': 'np_nice'}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'modname'}, {'id': '105', 'type': 'expression_statement', 'children': ['106']}; {'id': '106', 'type': 'assignment', 'children': ['107', '108']}, {'id': '107', 'type': 'identifier', 'children': [], 'value': 'modname'}; {'id': '108', 'type': 'call', 'children': ['109', '112']}, {'id': '109', 'type': 'attribute', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 're'}, {'id': '111', 'type': 'identifier', 'children': [], 'value': 'sub'}; {'id': '112', 'type': 'argument_list', 'children': ['113', '114', '115']}, {'id': '113', 'type': 'string', 'children': [], 'value': "'\\\\bma.core\\\\b'"}; {'id': '114', 'type': 'string', 'children': [], 'value': "'ma'"}, {'id': '115', 'type': 'identifier', 'children': [], 'value': 'modname'}; {'id': '116', 'type': 'expression_statement', 'children': ['117']}, {'id': '117', 'type': 'assignment', 'children': ['118', '119']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'class_name'}, {'id': '119', 'type': 'attribute', 'children': ['120', '124']}; {'id': '120', 'type': 'call', 'children': ['121', '122']}, {'id': '121', 'type': 'identifier', 'children': [], 'value': 'type'}; {'id': '122', 'type': 'argument_list', 'children': ['123']}, {'id': '123', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '124', 'type': 'identifier', 'children': [], 'value': '__name__'}, {'id': '125', 'type': 'if_statement', 'children': ['126', '129']}; {'id': '126', 'type': 'comparison_operator', 'children': ['127', '128'], 'value': '=='}, {'id': '127', 'type': 'identifier', 'children': [], 'value': 'class_name'}; {'id': '128', 'type': 'string', 'children': [], 'value': "'ndarray'"}, {'id': '129', 'type': 'block', 'children': ['130']}; {'id': '130', 'type': 'expression_statement', 'children': ['131']}, {'id': '131', 'type': 'assignment', 'children': ['132', '133']}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'class_name'}, {'id': '133', 'type': 'string', 'children': [], 'value': "'array'"}; {'id': '134', 'type': 'expression_statement', 'children': ['135']}, {'id': '135', 'type': 'assignment', 'children': ['136', '137']}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'prefix'}, {'id': '137', 'type': 'binary_operator', 'children': ['138', '143'], 'value': '+'}; {'id': '138', 'type': 'binary_operator', 'children': ['139', '142'], 'value': '+'}, {'id': '139', 'type': 'binary_operator', 'children': ['140', '141'], 'value': '+'}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'modname'}, {'id': '141', 'type': 'string', 'children': [], 'value': "'.'"}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'class_name'}, {'id': '143', 'type': 'string', 'children': [], 'value': "'('"}; {'id': '144', 'type': 'if_statement', 'children': ['145', '146', '166']}, {'id': '145', 'type': 'identifier', 'children': [], 'value': 'with_dtype'}; {'id': '146', 'type': 'block', 'children': ['147', '155']}, {'id': '147', 'type': 'expression_statement', 'children': ['148']}; {'id': '148', 'type': 'assignment', 'children': ['149', '150']}, {'id': '149', 'type': 'identifier', 'children': [], 'value': 'dtype_repr'}; {'id': '150', 'type': 'attribute', 'children': ['151', '154']}, {'id': '151', 'type': 'attribute', 'children': ['152', '153']}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'data'}, {'id': '153', 'type': 'identifier', 'children': [], 'value': 'dtype'}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'name'}, {'id': '155', 'type': 'expression_statement', 'children': ['156']}; {'id': '156', 'type': 'assignment', 'children': ['157', '158']}, {'id': '157', 'type': 'identifier', 'children': [], 'value': 'suffix'}; {'id': '158', 'type': 'call', 'children': ['159', '162']}, {'id': '159', 'type': 'attribute', 'children': ['160', '161']}; {'id': '160', 'type': 'string', 'children': [], 'value': "',{}dtype={}.{})'"}, {'id': '161', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '162', 'type': 'argument_list', 'children': ['163', '164', '165']}, {'id': '163', 'type': 'identifier', 'children': [], 'value': 'itemsep'}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'np_nice'}, {'id': '165', 'type': 'identifier', 'children': [], 'value': 'dtype_repr'}; {'id': '166', 'type': 'else_clause', 'children': ['167']}, {'id': '167', 'type': 'block', 'children': ['168']}; {'id': '168', 'type': 'expression_statement', 'children': ['169']}, {'id': '169', 'type': 'assignment', 'children': ['170', '171']}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'suffix'}, {'id': '171', 'type': 'string', 'children': [], 'value': "')'"}; {'id': '172', 'type': 'if_statement', 'children': ['173', '188', '211']}, {'id': '173', 'type': 'boolean_operator', 'children': ['174', '182'], 'value': 'and'}; {'id': '174', 'type': 'boolean_operator', 'children': ['175', '177'], 'value': 'and'}, {'id': '175', 'type': 'not_operator', 'children': ['176']}; {'id': '176', 'type': 'identifier', 'children': [], 'value': 'strvals'}, {'id': '177', 'type': 'comparison_operator', 'children': ['178', '181'], 'value': '=='}; {'id': '178', 'type': 'attribute', 'children': ['179', '180']}, {'id': '179', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'size'}, {'id': '181', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '182', 'type': 'comparison_operator', 'children': ['183', '186'], 'value': '!='}, {'id': '183', 'type': 'attribute', 'children': ['184', '185']}; {'id': '184', 'type': 'identifier', 'children': [], 'value': 'data'}, {'id': '185', 'type': 'identifier', 'children': [], 'value': 'shape'}; {'id': '186', 'type': 'tuple', 'children': ['187']}, {'id': '187', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '188', 'type': 'block', 'children': ['189', '195']}, {'id': '189', 'type': 'expression_statement', 'children': ['190']}; {'id': '190', 'type': 'assignment', 'children': ['191', '192']}, {'id': '191', 'type': 'identifier', 'children': [], 'value': 'prefix'}; {'id': '192', 'type': 'binary_operator', 'children': ['193', '194'], 'value': '+'}, {'id': '193', 'type': 'identifier', 'children': [], 'value': 'modname'}; {'id': '194', 'type': 'string', 'children': [], 'value': "'.empty('"}, {'id': '195', 'type': 'expression_statement', 'children': ['196']}; {'id': '196', 'type': 'assignment', 'children': ['197', '198']}, {'id': '197', 'type': 'identifier', 'children': [], 'value': 'body'}; {'id': '198', 'type': 'call', 'children': ['199', '200']}, {'id': '199', 'type': 'identifier', 'children': [], 'value': 'repr'}; {'id': '200', 'type': 'argument_list', 'children': ['201']}, {'id': '201', 'type': 'call', 'children': ['202', '203']}; {'id': '202', 'type': 'identifier', 'children': [], 'value': 'tuple'}, {'id': '203', 'type': 'argument_list', 'children': ['204']}; {'id': '204', 'type': 'call', 'children': ['205', '206']}, {'id': '205', 'type': 'identifier', 'children': [], 'value': 'map'}; {'id': '206', 'type': 'argument_list', 'children': ['207', '208']}, {'id': '207', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '208', 'type': 'attribute', 'children': ['209', '210']}, {'id': '209', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '210', 'type': 'identifier', 'children': [], 'value': 'shape'}, {'id': '211', 'type': 'else_clause', 'children': ['212']}; {'id': '212', 'type': 'block', 'children': ['213']}, {'id': '213', 'type': 'expression_statement', 'children': ['214']}; {'id': '214', 'type': 'assignment', 'children': ['215', '216']}, {'id': '215', 'type': 'identifier', 'children': [], 'value': 'body'}; {'id': '216', 'type': 'call', 'children': ['217', '220']}, {'id': '217', 'type': 'attribute', 'children': ['218', '219']}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'np'}, {'id': '219', 'type': 'identifier', 'children': [], 'value': 'array2string'}; {'id': '220', 'type': 'argument_list', 'children': ['221', '222', '225', '228', '231', '234']}, {'id': '221', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '222', 'type': 'keyword_argument', 'children': ['223', '224']}, {'id': '223', 'type': 'identifier', 'children': [], 'value': 'precision'}; {'id': '224', 'type': 'identifier', 'children': [], 'value': 'precision'}, {'id': '225', 'type': 'keyword_argument', 'children': ['226', '227']}; {'id': '226', 'type': 'identifier', 'children': [], 'value': 'separator'}, {'id': '227', 'type': 'identifier', 'children': [], 'value': 'separator'}; {'id': '228', 'type': 'keyword_argument', 'children': ['229', '230']}, {'id': '229', 'type': 'identifier', 'children': [], 'value': 'suppress_small'}; {'id': '230', 'type': 'identifier', 'children': [], 'value': 'suppress_small'}, {'id': '231', 'type': 'keyword_argument', 'children': ['232', '233']}; {'id': '232', 'type': 'identifier', 'children': [], 'value': 'prefix'}, {'id': '233', 'type': 'identifier', 'children': [], 'value': 'prefix'}; {'id': '234', 'type': 'keyword_argument', 'children': ['235', '236']}, {'id': '235', 'type': 'identifier', 'children': [], 'value': 'max_line_width'}; {'id': '236', 'type': 'identifier', 'children': [], 'value': 'max_line_width'}, {'id': '237', 'type': 'if_statement', 'children': ['238', '240']}; {'id': '238', 'type': 'not_operator', 'children': ['239']}, {'id': '239', 'type': 'identifier', 'children': [], 'value': 'newlines'}; {'id': '240', 'type': 'block', 'children': ['241']}, {'id': '241', 'type': 'expression_statement', 'children': ['242']}; {'id': '242', 'type': 'assignment', 'children': ['243', '244']}, {'id': '243', 'type': 'identifier', 'children': [], 'value': 'body'}; {'id': '244', 'type': 'call', 'children': ['245', '248']}, {'id': '245', 'type': 'attribute', 'children': ['246', '247']}; {'id': '246', 'type': 'identifier', 'children': [], 'value': 're'}, {'id': '247', 'type': 'identifier', 'children': [], 'value': 'sub'}; {'id': '248', 'type': 'argument_list', 'children': ['249', '250', '251']}, {'id': '249', 'type': 'string', 'children': [], 'value': "'\\n *'"}; {'id': '250', 'type': 'string', 'children': [], 'value': "''"}, {'id': '251', 'type': 'identifier', 'children': [], 'value': 'body'}; {'id': '252', 'type': 'expression_statement', 'children': ['253']}, {'id': '253', 'type': 'assignment', 'children': ['254', '255']}; {'id': '254', 'type': 'identifier', 'children': [], 'value': 'formatted'}, {'id': '255', 'type': 'binary_operator', 'children': ['256', '259'], 'value': '+'}; {'id': '256', 'type': 'binary_operator', 'children': ['257', '258'], 'value': '+'}, {'id': '257', 'type': 'identifier', 'children': [], 'value': 'prefix'}; {'id': '258', 'type': 'identifier', 'children': [], 'value': 'body'}, {'id': '259', 'type': 'identifier', 'children': [], 'value': 'suffix'}; {'id': '260', 'type': 'return_statement', 'children': ['261']}, {'id': '261', 'type': 'identifier', 'children': [], 'value': 'formatted'}
def numpy_str(arr, strvals=False, precision=None, pr=None, force_dtype=False, with_dtype=None, suppress_small=None, max_line_width=None, threshold=None, **kwargs): itemsep = kwargs.get('itemsep', ' ') newlines = kwargs.pop('nl', kwargs.pop('newlines', 1)) data = arr separator = ',' + itemsep if strvals: prefix = '' suffix = '' else: modname = type(data).__module__ np_nice = 'np' modname = re.sub('\\bnumpy\\b', np_nice, modname) modname = re.sub('\\bma.core\\b', 'ma', modname) class_name = type(data).__name__ if class_name == 'ndarray': class_name = 'array' prefix = modname + '.' + class_name + '(' if with_dtype: dtype_repr = data.dtype.name suffix = ',{}dtype={}.{})'.format(itemsep, np_nice, dtype_repr) else: suffix = ')' if not strvals and data.size == 0 and data.shape != (0,): prefix = modname + '.empty(' body = repr(tuple(map(int, data.shape))) else: body = np.array2string(data, precision=precision, separator=separator, suppress_small=suppress_small, prefix=prefix, max_line_width=max_line_width) if not newlines: body = re.sub('\n *', '', body) formatted = prefix + body + suffix return formatted
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'list_str'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'list_'}, {'id': '5', 'type': 'dictionary_splat_pattern', 'children': ['6']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'listkw'}, {'id': '7', 'type': 'block', 'children': ['8', '10', '15', '31', '41', '51', '60', '69', '78', '94', '104', '114', '118', '127', '135', '148', '164', '207', '219', '392', '407', '429']}; {'id': '8', 'type': 'expression_statement', 'children': ['9']}, {'id': '9', 'type': 'identifier', 'children': [], 'value': 'r'}; {'id': '10', 'type': 'import_statement', 'children': ['11']}, {'id': '11', 'type': 'aliased_import', 'children': ['12', '14']}; {'id': '12', 'type': 'dotted_name', 'children': ['13']}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'utool'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'ut'}, {'id': '15', 'type': 'expression_statement', 'children': ['16']}; {'id': '16', 'type': 'assignment', 'children': ['17', '18']}, {'id': '17', 'type': 'identifier', 'children': [], 'value': 'newlines'}; {'id': '18', 'type': 'call', 'children': ['19', '22']}, {'id': '19', 'type': 'attribute', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'listkw'}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'pop'}; {'id': '22', 'type': 'argument_list', 'children': ['23', '24']}, {'id': '23', 'type': 'string', 'children': [], 'value': "'nl'"}; {'id': '24', 'type': 'call', 'children': ['25', '28']}, {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'listkw'}, {'id': '27', 'type': 'identifier', 'children': [], 'value': 'pop'}; {'id': '28', 'type': 'argument_list', 'children': ['29', '30']}, {'id': '29', 'type': 'string', 'children': [], 'value': "'newlines'"}; {'id': '30', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '31', 'type': 'expression_statement', 'children': ['32']}; {'id': '32', 'type': 'assignment', 'children': ['33', '34']}, {'id': '33', 'type': 'identifier', 'children': [], 'value': 'packed'}; {'id': '34', 'type': 'call', 'children': ['35', '38']}, {'id': '35', 'type': 'attribute', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'listkw'}, {'id': '37', 'type': 'identifier', 'children': [], 'value': 'pop'}; {'id': '38', 'type': 'argument_list', 'children': ['39', '40']}, {'id': '39', 'type': 'string', 'children': [], 'value': "'packed'"}; {'id': '40', 'type': 'False', 'children': []}, {'id': '41', 'type': 'expression_statement', 'children': ['42']}; {'id': '42', 'type': 'assignment', 'children': ['43', '44']}, {'id': '43', 'type': 'identifier', 'children': [], 'value': 'truncate'}; {'id': '44', 'type': 'call', 'children': ['45', '48']}, {'id': '45', 'type': 'attribute', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'listkw'}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'pop'}; {'id': '48', 'type': 'argument_list', 'children': ['49', '50']}, {'id': '49', 'type': 'string', 'children': [], 'value': "'truncate'"}; {'id': '50', 'type': 'False', 'children': []}, {'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': 'listkw'}, {'id': '55', 'type': 'string', 'children': [], 'value': "'nl'"}; {'id': '56', 'type': 'call', 'children': ['57', '58']}, {'id': '57', 'type': 'identifier', 'children': [], 'value': '_rectify_countdown_or_bool'}; {'id': '58', 'type': 'argument_list', 'children': ['59']}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'newlines'}; {'id': '60', 'type': 'expression_statement', 'children': ['61']}, {'id': '61', 'type': 'assignment', 'children': ['62', '65']}; {'id': '62', 'type': 'subscript', 'children': ['63', '64']}, {'id': '63', 'type': 'identifier', 'children': [], 'value': 'listkw'}; {'id': '64', 'type': 'string', 'children': [], 'value': "'truncate'"}, {'id': '65', 'type': 'call', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': '_rectify_countdown_or_bool'}, {'id': '67', 'type': 'argument_list', 'children': ['68']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'truncate'}, {'id': '69', 'type': 'expression_statement', 'children': ['70']}; {'id': '70', 'type': 'assignment', 'children': ['71', '74']}, {'id': '71', 'type': 'subscript', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'listkw'}, {'id': '73', 'type': 'string', 'children': [], 'value': "'packed'"}; {'id': '74', 'type': 'call', 'children': ['75', '76']}, {'id': '75', 'type': 'identifier', 'children': [], 'value': '_rectify_countdown_or_bool'}; {'id': '76', 'type': 'argument_list', 'children': ['77']}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'packed'}; {'id': '78', 'type': 'expression_statement', 'children': ['79']}, {'id': '79', 'type': 'assignment', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'nobraces'}, {'id': '81', 'type': 'call', 'children': ['82', '85']}; {'id': '82', 'type': 'attribute', 'children': ['83', '84']}, {'id': '83', 'type': 'identifier', 'children': [], 'value': 'listkw'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'pop'}, {'id': '85', 'type': 'argument_list', 'children': ['86', '87']}; {'id': '86', 'type': 'string', 'children': [], 'value': "'nobr'"}, {'id': '87', 'type': 'call', 'children': ['88', '91']}; {'id': '88', 'type': 'attribute', 'children': ['89', '90']}, {'id': '89', 'type': 'identifier', 'children': [], 'value': 'listkw'}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'pop'}, {'id': '91', 'type': 'argument_list', 'children': ['92', '93']}; {'id': '92', 'type': 'string', 'children': [], 'value': "'nobraces'"}, {'id': '93', 'type': 'False', 'children': []}; {'id': '94', 'type': 'expression_statement', 'children': ['95']}, {'id': '95', 'type': 'assignment', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'itemsep'}, {'id': '97', 'type': 'call', 'children': ['98', '101']}; {'id': '98', 'type': 'attribute', 'children': ['99', '100']}, {'id': '99', 'type': 'identifier', 'children': [], 'value': 'listkw'}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'get'}, {'id': '101', 'type': 'argument_list', 'children': ['102', '103']}; {'id': '102', 'type': 'string', 'children': [], 'value': "'itemsep'"}, {'id': '103', 'type': 'string', 'children': [], 'value': "' '"}; {'id': '104', 'type': 'expression_statement', 'children': ['105']}, {'id': '105', 'type': 'assignment', 'children': ['106', '107']}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'trailing_sep'}, {'id': '107', 'type': 'call', 'children': ['108', '111']}; {'id': '108', 'type': 'attribute', 'children': ['109', '110']}, {'id': '109', 'type': 'identifier', 'children': [], 'value': 'listkw'}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'get'}, {'id': '111', 'type': 'argument_list', 'children': ['112', '113']}; {'id': '112', 'type': 'string', 'children': [], 'value': "'trailing_sep'"}, {'id': '113', 'type': 'True', 'children': []}; {'id': '114', 'type': 'expression_statement', 'children': ['115']}, {'id': '115', 'type': 'assignment', 'children': ['116', '117']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'with_comma'}, {'id': '117', 'type': 'True', 'children': []}; {'id': '118', 'type': 'expression_statement', 'children': ['119']}, {'id': '119', 'type': 'assignment', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'itemstr_list'}, {'id': '121', 'type': 'call', 'children': ['122', '123']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'get_itemstr_list'}, {'id': '123', 'type': 'argument_list', 'children': ['124', '125']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'list_'}, {'id': '125', 'type': 'dictionary_splat', 'children': ['126']}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'listkw'}, {'id': '127', 'type': 'expression_statement', 'children': ['128']}; {'id': '128', 'type': 'assignment', 'children': ['129', '130']}, {'id': '129', 'type': 'identifier', 'children': [], 'value': 'is_tuple'}; {'id': '130', 'type': 'call', 'children': ['131', '132']}, {'id': '131', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '132', 'type': 'argument_list', 'children': ['133', '134']}, {'id': '133', 'type': 'identifier', 'children': [], 'value': 'list_'}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'tuple'}, {'id': '135', 'type': 'expression_statement', 'children': ['136']}; {'id': '136', 'type': 'assignment', 'children': ['137', '138']}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'is_set'}; {'id': '138', 'type': 'call', 'children': ['139', '140']}, {'id': '139', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '140', 'type': 'argument_list', 'children': ['141', '142']}, {'id': '141', 'type': 'identifier', 'children': [], 'value': 'list_'}; {'id': '142', 'type': 'tuple', 'children': ['143', '144', '145']}, {'id': '143', 'type': 'identifier', 'children': [], 'value': 'set'}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'frozenset'}, {'id': '145', 'type': 'attribute', 'children': ['146', '147']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'ut'}, {'id': '147', 'type': 'identifier', 'children': [], 'value': 'oset'}; {'id': '148', 'type': 'expression_statement', 'children': ['149']}, {'id': '149', 'type': 'assignment', 'children': ['150', '151']}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'is_onetup'}, {'id': '151', 'type': 'boolean_operator', 'children': ['152', '158'], 'value': 'and'}; {'id': '152', 'type': 'call', 'children': ['153', '154']}, {'id': '153', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '154', 'type': 'argument_list', 'children': ['155', '156']}, {'id': '155', 'type': 'identifier', 'children': [], 'value': 'list_'}; {'id': '156', 'type': 'parenthesized_expression', 'children': ['157']}, {'id': '157', 'type': 'identifier', 'children': [], 'value': 'tuple'}; {'id': '158', 'type': 'comparison_operator', 'children': ['159', '163'], 'value': '<='}, {'id': '159', 'type': 'call', 'children': ['160', '161']}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '161', 'type': 'argument_list', 'children': ['162']}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'list_'}, {'id': '163', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '164', 'type': 'if_statement', 'children': ['165', '166', '175', '186', '197']}, {'id': '165', 'type': 'identifier', 'children': [], 'value': 'nobraces'}; {'id': '166', 'type': 'block', 'children': ['167']}, {'id': '167', 'type': 'expression_statement', 'children': ['168']}; {'id': '168', 'type': 'assignment', 'children': ['169', '172']}, {'id': '169', 'type': 'pattern_list', 'children': ['170', '171']}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'lbr'}, {'id': '171', 'type': 'identifier', 'children': [], 'value': 'rbr'}; {'id': '172', 'type': 'expression_list', 'children': ['173', '174']}, {'id': '173', 'type': 'string', 'children': [], 'value': "''"}; {'id': '174', 'type': 'string', 'children': [], 'value': "''"}, {'id': '175', 'type': 'elif_clause', 'children': ['176', '177']}; {'id': '176', 'type': 'identifier', 'children': [], 'value': 'is_tuple'}, {'id': '177', 'type': 'block', 'children': ['178']}; {'id': '178', 'type': 'expression_statement', 'children': ['179']}, {'id': '179', 'type': 'assignment', 'children': ['180', '183']}; {'id': '180', 'type': 'pattern_list', 'children': ['181', '182']}, {'id': '181', 'type': 'identifier', 'children': [], 'value': 'lbr'}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'rbr'}, {'id': '183', 'type': 'expression_list', 'children': ['184', '185']}; {'id': '184', 'type': 'string', 'children': [], 'value': "'('"}, {'id': '185', 'type': 'string', 'children': [], 'value': "')'"}; {'id': '186', 'type': 'elif_clause', 'children': ['187', '188']}, {'id': '187', 'type': 'identifier', 'children': [], 'value': 'is_set'}; {'id': '188', 'type': 'block', 'children': ['189']}, {'id': '189', 'type': 'expression_statement', 'children': ['190']}; {'id': '190', 'type': 'assignment', 'children': ['191', '194']}, {'id': '191', 'type': 'pattern_list', 'children': ['192', '193']}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'lbr'}, {'id': '193', 'type': 'identifier', 'children': [], 'value': 'rbr'}; {'id': '194', 'type': 'expression_list', 'children': ['195', '196']}, {'id': '195', 'type': 'string', 'children': [], 'value': "'{'"}; {'id': '196', 'type': 'string', 'children': [], 'value': "'}'"}, {'id': '197', 'type': 'else_clause', 'children': ['198']}; {'id': '198', 'type': 'block', 'children': ['199']}, {'id': '199', 'type': 'expression_statement', 'children': ['200']}; {'id': '200', 'type': 'assignment', 'children': ['201', '204']}, {'id': '201', 'type': 'pattern_list', 'children': ['202', '203']}; {'id': '202', 'type': 'identifier', 'children': [], 'value': 'lbr'}, {'id': '203', 'type': 'identifier', 'children': [], 'value': 'rbr'}; {'id': '204', 'type': 'expression_list', 'children': ['205', '206']}, {'id': '205', 'type': 'string', 'children': [], 'value': "'['"}; {'id': '206', 'type': 'string', 'children': [], 'value': "']'"}, {'id': '207', 'type': 'if_statement', 'children': ['208', '214']}; {'id': '208', 'type': 'comparison_operator', 'children': ['209', '213'], 'value': '=='}, {'id': '209', 'type': 'call', 'children': ['210', '211']}; {'id': '210', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '211', 'type': 'argument_list', 'children': ['212']}; {'id': '212', 'type': 'identifier', 'children': [], 'value': 'itemstr_list'}, {'id': '213', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '214', 'type': 'block', 'children': ['215']}, {'id': '215', 'type': 'expression_statement', 'children': ['216']}; {'id': '216', 'type': 'assignment', 'children': ['217', '218']}, {'id': '217', 'type': 'identifier', 'children': [], 'value': 'newlines'}; {'id': '218', 'type': 'False', 'children': []}, {'id': '219', 'type': 'if_statement', 'children': ['220', '232', '356']}; {'id': '220', 'type': 'boolean_operator', 'children': ['221', '224'], 'value': 'and'}, {'id': '221', 'type': 'comparison_operator', 'children': ['222', '223'], 'value': 'is'}; {'id': '222', 'type': 'identifier', 'children': [], 'value': 'newlines'}, {'id': '223', 'type': 'False', 'children': []}; {'id': '224', 'type': 'parenthesized_expression', 'children': ['225']}, {'id': '225', 'type': 'boolean_operator', 'children': ['226', '229'], 'value': 'or'}; {'id': '226', 'type': 'comparison_operator', 'children': ['227', '228'], 'value': 'is'}, {'id': '227', 'type': 'identifier', 'children': [], 'value': 'newlines'}; {'id': '228', 'type': 'True', 'children': []}, {'id': '229', 'type': 'comparison_operator', 'children': ['230', '231'], 'value': '>'}; {'id': '230', 'type': 'identifier', 'children': [], 'value': 'newlines'}, {'id': '231', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '232', 'type': 'block', 'children': ['233', '240']}, {'id': '233', 'type': 'expression_statement', 'children': ['234']}; {'id': '234', 'type': 'assignment', 'children': ['235', '236']}, {'id': '235', 'type': 'identifier', 'children': [], 'value': 'sep'}; {'id': '236', 'type': 'conditional_expression', 'children': ['237', '238', '239'], 'value': 'if'}, {'id': '237', 'type': 'string', 'children': [], 'value': "',\\n'"}; {'id': '238', 'type': 'identifier', 'children': [], 'value': 'with_comma'}, {'id': '239', 'type': 'string', 'children': [], 'value': "'\\n'"}; {'id': '240', 'type': 'if_statement', 'children': ['241', '242', '263']}, {'id': '241', 'type': 'identifier', 'children': [], 'value': 'nobraces'}; {'id': '242', 'type': 'block', 'children': ['243', '252', '259']}, {'id': '243', 'type': 'expression_statement', 'children': ['244']}; {'id': '244', 'type': 'assignment', 'children': ['245', '246']}, {'id': '245', 'type': 'identifier', 'children': [], 'value': 'body_str'}; {'id': '246', 'type': 'call', 'children': ['247', '250']}, {'id': '247', 'type': 'attribute', 'children': ['248', '249']}; {'id': '248', 'type': 'identifier', 'children': [], 'value': 'sep'}, {'id': '249', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '250', 'type': 'argument_list', 'children': ['251']}, {'id': '251', 'type': 'identifier', 'children': [], 'value': 'itemstr_list'}; {'id': '252', 'type': 'if_statement', 'children': ['253', '254']}, {'id': '253', 'type': 'identifier', 'children': [], 'value': 'trailing_sep'}; {'id': '254', 'type': 'block', 'children': ['255']}, {'id': '255', 'type': 'expression_statement', 'children': ['256']}; {'id': '256', 'type': 'augmented_assignment', 'children': ['257', '258'], 'value': '+='}, {'id': '257', 'type': 'identifier', 'children': [], 'value': 'body_str'}; {'id': '258', 'type': 'string', 'children': [], 'value': "','"}, {'id': '259', 'type': 'expression_statement', 'children': ['260']}; {'id': '260', 'type': 'assignment', 'children': ['261', '262']}, {'id': '261', 'type': 'identifier', 'children': [], 'value': 'retstr'}; {'id': '262', 'type': 'identifier', 'children': [], 'value': 'body_str'}, {'id': '263', 'type': 'else_clause', 'children': ['264']}; {'id': '264', 'type': 'block', 'children': ['265', '352']}, {'id': '265', 'type': 'if_statement', 'children': ['266', '267', '312']}; {'id': '266', 'type': 'identifier', 'children': [], 'value': 'packed'}, {'id': '267', 'type': 'block', 'children': ['268', '279', '292', '299']}; {'id': '268', 'type': 'expression_statement', 'children': ['269']}, {'id': '269', 'type': 'assignment', 'children': ['270', '271']}; {'id': '270', 'type': 'identifier', 'children': [], 'value': 'joinstr'}, {'id': '271', 'type': 'binary_operator', 'children': ['272', '273'], 'value': '+'}; {'id': '272', 'type': 'identifier', 'children': [], 'value': 'sep'}, {'id': '273', 'type': 'binary_operator', 'children': ['274', '275'], 'value': '*'}; {'id': '274', 'type': 'identifier', 'children': [], 'value': 'itemsep'}, {'id': '275', 'type': 'call', 'children': ['276', '277']}; {'id': '276', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '277', 'type': 'argument_list', 'children': ['278']}; {'id': '278', 'type': 'identifier', 'children': [], 'value': 'lbr'}, {'id': '279', 'type': 'expression_statement', 'children': ['280']}; {'id': '280', 'type': 'assignment', 'children': ['281', '282']}, {'id': '281', 'type': 'identifier', 'children': [], 'value': 'body_str'}; {'id': '282', 'type': 'call', 'children': ['283', '286']}, {'id': '283', 'type': 'attribute', 'children': ['284', '285']}; {'id': '284', 'type': 'identifier', 'children': [], 'value': 'joinstr'}, {'id': '285', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '286', 'type': 'argument_list', 'children': ['287']}, {'id': '287', 'type': 'list_comprehension', 'children': ['288', '289']}; {'id': '288', 'type': 'identifier', 'children': [], 'value': 'itemstr'}, {'id': '289', 'type': 'for_in_clause', 'children': ['290', '291']}; {'id': '290', 'type': 'identifier', 'children': [], 'value': 'itemstr'}, {'id': '291', 'type': 'identifier', 'children': [], 'value': 'itemstr_list'}; {'id': '292', 'type': 'if_statement', 'children': ['293', '294']}, {'id': '293', 'type': 'identifier', 'children': [], 'value': 'trailing_sep'}; {'id': '294', 'type': 'block', 'children': ['295']}, {'id': '295', 'type': 'expression_statement', 'children': ['296']}; {'id': '296', 'type': 'augmented_assignment', 'children': ['297', '298'], 'value': '+='}, {'id': '297', 'type': 'identifier', 'children': [], 'value': 'body_str'}; {'id': '298', 'type': 'string', 'children': [], 'value': "','"}, {'id': '299', 'type': 'expression_statement', 'children': ['300']}; {'id': '300', 'type': 'assignment', 'children': ['301', '302']}, {'id': '301', 'type': 'identifier', 'children': [], 'value': 'braced_body_str'}; {'id': '302', 'type': 'parenthesized_expression', 'children': ['303']}, {'id': '303', 'type': 'binary_operator', 'children': ['304', '311'], 'value': '+'}; {'id': '304', 'type': 'binary_operator', 'children': ['305', '310'], 'value': '+'}, {'id': '305', 'type': 'binary_operator', 'children': ['306', '309'], 'value': '+'}; {'id': '306', 'type': 'binary_operator', 'children': ['307', '308'], 'value': '+'}, {'id': '307', 'type': 'identifier', 'children': [], 'value': 'lbr'}; {'id': '308', 'type': 'string', 'children': [], 'value': "''"}, {'id': '309', 'type': 'identifier', 'children': [], 'value': 'body_str'}; {'id': '310', 'type': 'string', 'children': [], 'value': "''"}, {'id': '311', 'type': 'identifier', 'children': [], 'value': 'rbr'}; {'id': '312', 'type': 'else_clause', 'children': ['313']}, {'id': '313', 'type': 'block', 'children': ['314', '332', '339']}; {'id': '314', 'type': 'expression_statement', 'children': ['315']}, {'id': '315', 'type': 'assignment', 'children': ['316', '317']}; {'id': '316', 'type': 'identifier', 'children': [], 'value': 'body_str'}, {'id': '317', 'type': 'call', 'children': ['318', '321']}; {'id': '318', 'type': 'attribute', 'children': ['319', '320']}, {'id': '319', 'type': 'identifier', 'children': [], 'value': 'sep'}; {'id': '320', 'type': 'identifier', 'children': [], 'value': 'join'}, {'id': '321', 'type': 'argument_list', 'children': ['322']}; {'id': '322', 'type': 'list_comprehension', 'children': ['323', '329']}, {'id': '323', 'type': 'call', 'children': ['324', '327']}; {'id': '324', 'type': 'attribute', 'children': ['325', '326']}, {'id': '325', 'type': 'identifier', 'children': [], 'value': 'ut'}; {'id': '326', 'type': 'identifier', 'children': [], 'value': 'indent'}, {'id': '327', 'type': 'argument_list', 'children': ['328']}; {'id': '328', 'type': 'identifier', 'children': [], 'value': 'itemstr'}, {'id': '329', 'type': 'for_in_clause', 'children': ['330', '331']}; {'id': '330', 'type': 'identifier', 'children': [], 'value': 'itemstr'}, {'id': '331', 'type': 'identifier', 'children': [], 'value': 'itemstr_list'}; {'id': '332', 'type': 'if_statement', 'children': ['333', '334']}, {'id': '333', 'type': 'identifier', 'children': [], 'value': 'trailing_sep'}; {'id': '334', 'type': 'block', 'children': ['335']}, {'id': '335', 'type': 'expression_statement', 'children': ['336']}; {'id': '336', 'type': 'augmented_assignment', 'children': ['337', '338'], 'value': '+='}, {'id': '337', 'type': 'identifier', 'children': [], 'value': 'body_str'}; {'id': '338', 'type': 'string', 'children': [], 'value': "','"}, {'id': '339', 'type': 'expression_statement', 'children': ['340']}; {'id': '340', 'type': 'assignment', 'children': ['341', '342']}, {'id': '341', 'type': 'identifier', 'children': [], 'value': 'braced_body_str'}; {'id': '342', 'type': 'parenthesized_expression', 'children': ['343']}, {'id': '343', 'type': 'binary_operator', 'children': ['344', '351'], 'value': '+'}; {'id': '344', 'type': 'binary_operator', 'children': ['345', '350'], 'value': '+'}, {'id': '345', 'type': 'binary_operator', 'children': ['346', '349'], 'value': '+'}; {'id': '346', 'type': 'binary_operator', 'children': ['347', '348'], 'value': '+'}, {'id': '347', 'type': 'identifier', 'children': [], 'value': 'lbr'}; {'id': '348', 'type': 'string', 'children': [], 'value': "'\\n'"}, {'id': '349', 'type': 'identifier', 'children': [], 'value': 'body_str'}; {'id': '350', 'type': 'string', 'children': [], 'value': "'\\n'"}, {'id': '351', 'type': 'identifier', 'children': [], 'value': 'rbr'}; {'id': '352', 'type': 'expression_statement', 'children': ['353']}, {'id': '353', 'type': 'assignment', 'children': ['354', '355']}; {'id': '354', 'type': 'identifier', 'children': [], 'value': 'retstr'}, {'id': '355', 'type': 'identifier', 'children': [], 'value': 'braced_body_str'}; {'id': '356', 'type': 'else_clause', 'children': ['357']}, {'id': '357', 'type': 'block', 'children': ['358', '367', '376', '383']}; {'id': '358', 'type': 'expression_statement', 'children': ['359']}, {'id': '359', 'type': 'assignment', 'children': ['360', '361']}; {'id': '360', 'type': 'identifier', 'children': [], 'value': 'sep'}, {'id': '361', 'type': 'conditional_expression', 'children': ['362', '365', '366'], 'value': 'if'}; {'id': '362', 'type': 'binary_operator', 'children': ['363', '364'], 'value': '+'}, {'id': '363', 'type': 'string', 'children': [], 'value': "','"}; {'id': '364', 'type': 'identifier', 'children': [], 'value': 'itemsep'}, {'id': '365', 'type': 'identifier', 'children': [], 'value': 'with_comma'}; {'id': '366', 'type': 'identifier', 'children': [], 'value': 'itemsep'}, {'id': '367', 'type': 'expression_statement', 'children': ['368']}; {'id': '368', 'type': 'assignment', 'children': ['369', '370']}, {'id': '369', 'type': 'identifier', 'children': [], 'value': 'body_str'}; {'id': '370', 'type': 'call', 'children': ['371', '374']}, {'id': '371', 'type': 'attribute', 'children': ['372', '373']}; {'id': '372', 'type': 'identifier', 'children': [], 'value': 'sep'}, {'id': '373', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '374', 'type': 'argument_list', 'children': ['375']}, {'id': '375', 'type': 'identifier', 'children': [], 'value': 'itemstr_list'}; {'id': '376', 'type': 'if_statement', 'children': ['377', '378']}, {'id': '377', 'type': 'identifier', 'children': [], 'value': 'is_onetup'}; {'id': '378', 'type': 'block', 'children': ['379']}, {'id': '379', 'type': 'expression_statement', 'children': ['380']}; {'id': '380', 'type': 'augmented_assignment', 'children': ['381', '382'], 'value': '+='}, {'id': '381', 'type': 'identifier', 'children': [], 'value': 'body_str'}; {'id': '382', 'type': 'string', 'children': [], 'value': "','"}, {'id': '383', 'type': 'expression_statement', 'children': ['384']}; {'id': '384', 'type': 'assignment', 'children': ['385', '386']}, {'id': '385', 'type': 'identifier', 'children': [], 'value': 'retstr'}; {'id': '386', 'type': 'parenthesized_expression', 'children': ['387']}, {'id': '387', 'type': 'binary_operator', 'children': ['388', '391'], 'value': '+'}; {'id': '388', 'type': 'binary_operator', 'children': ['389', '390'], 'value': '+'}, {'id': '389', 'type': 'identifier', 'children': [], 'value': 'lbr'}; {'id': '390', 'type': 'identifier', 'children': [], 'value': 'body_str'}, {'id': '391', 'type': 'identifier', 'children': [], 'value': 'rbr'}; {'id': '392', 'type': 'expression_statement', 'children': ['393']}, {'id': '393', 'type': 'assignment', 'children': ['394', '395']}; {'id': '394', 'type': 'identifier', 'children': [], 'value': 'do_truncate'}, {'id': '395', 'type': 'boolean_operator', 'children': ['396', '399'], 'value': 'and'}; {'id': '396', 'type': 'comparison_operator', 'children': ['397', '398'], 'value': 'is'}, {'id': '397', 'type': 'identifier', 'children': [], 'value': 'truncate'}; {'id': '398', 'type': 'False', 'children': []}, {'id': '399', 'type': 'parenthesized_expression', 'children': ['400']}; {'id': '400', 'type': 'boolean_operator', 'children': ['401', '404'], 'value': 'or'}, {'id': '401', 'type': 'comparison_operator', 'children': ['402', '403'], 'value': 'is'}; {'id': '402', 'type': 'identifier', 'children': [], 'value': 'truncate'}, {'id': '403', 'type': 'True', 'children': []}; {'id': '404', 'type': 'comparison_operator', 'children': ['405', '406'], 'value': '=='}, {'id': '405', 'type': 'identifier', 'children': [], 'value': 'truncate'}; {'id': '406', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '407', 'type': 'if_statement', 'children': ['408', '409']}; {'id': '408', 'type': 'identifier', 'children': [], 'value': 'do_truncate'}, {'id': '409', 'type': 'block', 'children': ['410', '420']}; {'id': '410', 'type': 'expression_statement', 'children': ['411']}, {'id': '411', 'type': 'assignment', 'children': ['412', '413']}; {'id': '412', 'type': 'identifier', 'children': [], 'value': 'truncatekw'}, {'id': '413', 'type': 'call', 'children': ['414', '417']}; {'id': '414', 'type': 'attribute', 'children': ['415', '416']}, {'id': '415', 'type': 'identifier', 'children': [], 'value': 'listkw'}; {'id': '416', 'type': 'identifier', 'children': [], 'value': 'get'}, {'id': '417', 'type': 'argument_list', 'children': ['418', '419']}; {'id': '418', 'type': 'string', 'children': [], 'value': "'truncatekw'"}, {'id': '419', 'type': 'dictionary', 'children': []}; {'id': '420', 'type': 'expression_statement', 'children': ['421']}, {'id': '421', 'type': 'assignment', 'children': ['422', '423']}; {'id': '422', 'type': 'identifier', 'children': [], 'value': 'retstr'}, {'id': '423', 'type': 'call', 'children': ['424', '425']}; {'id': '424', 'type': 'identifier', 'children': [], 'value': 'truncate_str'}, {'id': '425', 'type': 'argument_list', 'children': ['426', '427']}; {'id': '426', 'type': 'identifier', 'children': [], 'value': 'retstr'}, {'id': '427', 'type': 'dictionary_splat', 'children': ['428']}; {'id': '428', 'type': 'identifier', 'children': [], 'value': 'truncatekw'}, {'id': '429', 'type': 'return_statement', 'children': ['430']}
def list_str(list_, **listkw): r import utool as ut newlines = listkw.pop('nl', listkw.pop('newlines', 1)) packed = listkw.pop('packed', False) truncate = listkw.pop('truncate', False) listkw['nl'] = _rectify_countdown_or_bool(newlines) listkw['truncate'] = _rectify_countdown_or_bool(truncate) listkw['packed'] = _rectify_countdown_or_bool(packed) nobraces = listkw.pop('nobr', listkw.pop('nobraces', False)) itemsep = listkw.get('itemsep', ' ') trailing_sep = listkw.get('trailing_sep', True) with_comma = True itemstr_list = get_itemstr_list(list_, **listkw) is_tuple = isinstance(list_, tuple) is_set = isinstance(list_, (set, frozenset, ut.oset)) is_onetup = isinstance(list_, (tuple)) and len(list_) <= 1 if nobraces: lbr, rbr = '', '' elif is_tuple: lbr, rbr = '(', ')' elif is_set: lbr, rbr = '{', '}' else: lbr, rbr = '[', ']' if len(itemstr_list) == 0: newlines = False if newlines is not False and (newlines is True or newlines > 0): sep = ',\n' if with_comma else '\n' if nobraces: body_str = sep.join(itemstr_list) if trailing_sep: body_str += ',' retstr = body_str else: if packed: joinstr = sep + itemsep * len(lbr) body_str = joinstr.join([itemstr for itemstr in itemstr_list]) if trailing_sep: body_str += ',' braced_body_str = (lbr + '' + body_str + '' + rbr) else: body_str = sep.join([ ut.indent(itemstr) for itemstr in itemstr_list]) if trailing_sep: body_str += ',' braced_body_str = (lbr + '\n' + body_str + '\n' + rbr) retstr = braced_body_str else: sep = ',' + itemsep if with_comma else itemsep body_str = sep.join(itemstr_list) if is_onetup: body_str += ',' retstr = (lbr + body_str + rbr) do_truncate = truncate is not False and (truncate is True or truncate == 0) if do_truncate: truncatekw = listkw.get('truncatekw', {}) retstr = truncate_str(retstr, **truncatekw) return retstr
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{'id': '16', 'type': 'attribute', 'children': ['17', '18']}, {'id': '17', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'get'}, {'id': '19', 'type': 'argument_list', 'children': ['20', '21']}; {'id': '20', 'type': 'string', 'children': [], 'value': "'precision'"}, {'id': '21', 'type': 'None', 'children': []}; {'id': '22', 'type': 'expression_statement', 'children': ['23']}, {'id': '23', 'type': 'assignment', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'sep'}, {'id': '25', 'type': 'call', 'children': ['26', '29']}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}, {'id': '27', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'get'}, {'id': '29', 'type': 'argument_list', 'children': ['30', '31']}; {'id': '30', 'type': 'string', 'children': [], 'value': "'sep'"}, {'id': '31', 'type': 'string', 'children': [], 'value': "''"}; {'id': '32', 'type': 'if_statement', 'children': ['33', '50', '57']}, {'id': '33', 'type': 'boolean_operator', 'children': ['34', '40'], 'value': 'and'}; {'id': '34', 'type': 'comparison_operator', 'children': ['35', '39'], 'value': '=='}, {'id': '35', 'type': 'call', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '37', 'type': 'argument_list', 'children': ['38']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'args'}, {'id': '39', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '40', 'type': 'not_operator', 'children': ['41']}, {'id': '41', 'type': 'call', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'isinstance'}, {'id': '43', 'type': 'argument_list', 'children': ['44', '47']}; {'id': '44', 'type': 'subscript', 'children': ['45', '46']}, {'id': '45', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '46', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '47', 'type': 'attribute', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'six'}, {'id': '49', 'type': 'identifier', 'children': [], 'value': 'string_types'}; {'id': '50', 'type': 'block', 'children': ['51']}, {'id': '51', 'type': 'expression_statement', 'children': ['52']}; {'id': '52', 'type': 'assignment', 'children': ['53', '54']}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'val_list'}; {'id': '54', 'type': 'subscript', 'children': ['55', '56']}, {'id': '55', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '56', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '57', 'type': 'else_clause', 'children': ['58']}; {'id': '58', 'type': 'block', 'children': ['59']}, {'id': '59', 'type': 'expression_statement', 'children': ['60']}; {'id': '60', 'type': 'assignment', 'children': ['61', '62']}, {'id': '61', 'type': 'identifier', 'children': [], 'value': 'val_list'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'args'}, {'id': '63', 'type': 'expression_statement', 'children': ['64']}; {'id': '64', 'type': 'assignment', 'children': ['65', '66']}, {'id': '65', 'type': 'identifier', 'children': [], 'value': 'val_list'}; {'id': '66', 'type': 'list_comprehension', 'children': ['67', '77']}, {'id': '67', 'type': 'call', 'children': ['68', '71']}; {'id': '68', 'type': 'attribute', 'children': ['69', '70']}, {'id': '69', 'type': 'identifier', 'children': [], 'value': 'unicodedata'}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'normalize'}, {'id': '71', 'type': 'argument_list', 'children': ['72', '73']}; {'id': '72', 'type': 'string', 'children': [], 'value': "'NFC'"}, {'id': '73', 'type': 'call', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'ensure_unicode'}, {'id': '75', 'type': 'argument_list', 'children': ['76']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'val'}, {'id': '77', 'type': 'for_in_clause', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'val'}, {'id': '79', 'type': 'identifier', 'children': [], 'value': 'val_list'}; {'id': '80', 'type': 'expression_statement', 'children': ['81']}, {'id': '81', 'type': 'assignment', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'all_lines'}, {'id': '83', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '84', 'type': 'expression_statement', 'children': ['85']}, {'id': '85', 'type': 'assignment', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'hpos'}, {'id': '87', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '88', 'type': 'for_statement', 'children': ['89', '90', '97']}, {'id': '89', 'type': 'identifier', 'children': [], 'value': 'sx'}; {'id': '90', 'type': 'call', 'children': ['91', '92']}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '92', 'type': 'argument_list', 'children': ['93']}, {'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': 'val_list'}, {'id': '97', 'type': 'block', 'children': ['98', '104', '108', '148', '164', '173', '185', '199', '227']}; {'id': '98', 'type': 'expression_statement', 'children': ['99']}, {'id': '99', 'type': 'assignment', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'val'}, {'id': '101', 'type': 'subscript', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'val_list'}, {'id': '103', 'type': 'identifier', 'children': [], 'value': 'sx'}; {'id': '104', 'type': 'expression_statement', 'children': ['105']}, {'id': '105', 'type': 'assignment', 'children': ['106', '107']}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'str_'}, {'id': '107', 'type': 'None', 'children': []}; {'id': '108', 'type': 'if_statement', 'children': ['109', '112']}, {'id': '109', 'type': 'comparison_operator', 'children': ['110', '111'], 'value': 'is'}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'precision'}, {'id': '111', 'type': 'None', 'children': []}; {'id': '112', 'type': 'block', 'children': ['113']}, {'id': '113', 'type': 'if_statement', 'children': ['114', '117']}; {'id': '114', 'type': 'attribute', 'children': ['115', '116']}, {'id': '115', 'type': 'identifier', 'children': [], 'value': 'util_type'}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'HAVE_NUMPY'}, {'id': '117', 'type': 'block', 'children': ['118']}; {'id': '118', 'type': 'try_statement', 'children': ['119', '144']}, {'id': '119', 'type': 'block', 'children': ['120']}; {'id': '120', 'type': 'if_statement', 'children': ['121', '128']}, {'id': '121', 'type': 'call', 'children': ['122', '123']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'isinstance'}, {'id': '123', 'type': 'argument_list', 'children': ['124', '125']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'val'}, {'id': '125', 'type': 'attribute', 'children': ['126', '127']}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'np'}, {'id': '127', 'type': 'identifier', 'children': [], 'value': 'ndarray'}; {'id': '128', 'type': 'block', 'children': ['129']}, {'id': '129', 'type': 'expression_statement', 'children': ['130']}; {'id': '130', 'type': 'assignment', 'children': ['131', '132']}, {'id': '131', 'type': 'identifier', 'children': [], 'value': 'str_'}; {'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': 'array_str'}; {'id': '136', 'type': 'argument_list', 'children': ['137', '138', '141']}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '138', 'type': 'keyword_argument', 'children': ['139', '140']}, {'id': '139', 'type': 'identifier', 'children': [], 'value': 'precision'}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'precision'}, {'id': '141', 'type': 'keyword_argument', 'children': ['142', '143']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'suppress_small'}, {'id': '143', 'type': 'True', 'children': []}; {'id': '144', 'type': 'except_clause', 'children': ['145', '146']}, {'id': '145', 'type': 'identifier', 'children': [], 'value': 'ImportError'}; {'id': '146', 'type': 'block', 'children': ['147']}, {'id': '147', 'type': 'pass_statement', 'children': []}; {'id': '148', 'type': 'if_statement', 'children': ['149', '152']}, {'id': '149', 'type': 'comparison_operator', 'children': ['150', '151'], 'value': 'is'}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'str_'}, {'id': '151', 'type': 'None', 'children': []}; {'id': '152', 'type': 'block', 'children': ['153']}, {'id': '153', 'type': 'expression_statement', 'children': ['154']}; {'id': '154', 'type': 'assignment', 'children': ['155', '156']}, {'id': '155', 'type': 'identifier', 'children': [], 'value': 'str_'}; {'id': '156', 'type': 'call', 'children': ['157', '160']}, {'id': '157', 'type': 'attribute', 'children': ['158', '159']}; {'id': '158', 'type': 'identifier', 'children': [], 'value': 'six'}, {'id': '159', 'type': 'identifier', 'children': [], 'value': 'text_type'}; {'id': '160', 'type': 'argument_list', 'children': ['161']}, {'id': '161', 'type': 'subscript', 'children': ['162', '163']}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'val_list'}, {'id': '163', 'type': 'identifier', 'children': [], 'value': 'sx'}; {'id': '164', 'type': 'expression_statement', 'children': ['165']}, {'id': '165', 'type': 'assignment', 'children': ['166', '167']}; {'id': '166', 'type': 'identifier', 'children': [], 'value': 'lines'}, {'id': '167', 'type': 'call', 'children': ['168', '171']}; {'id': '168', 'type': 'attribute', 'children': ['169', '170']}, {'id': '169', 'type': 'identifier', 'children': [], 'value': 'str_'}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'split'}, {'id': '171', 'type': 'argument_list', 'children': ['172']}; {'id': '172', 'type': 'string', 'children': [], 'value': "'\\n'"}, {'id': '173', 'type': 'expression_statement', 'children': ['174']}; {'id': '174', 'type': 'assignment', 'children': ['175', '176']}, {'id': '175', 'type': 'identifier', 'children': [], 'value': 'line_diff'}; {'id': '176', 'type': 'binary_operator', 'children': ['177', '181'], 'value': '-'}, {'id': '177', 'type': 'call', 'children': ['178', '179']}; {'id': '178', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '179', 'type': 'argument_list', 'children': ['180']}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'lines'}, {'id': '181', 'type': 'call', 'children': ['182', '183']}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '183', 'type': 'argument_list', 'children': ['184']}; {'id': '184', 'type': 'identifier', 'children': [], 'value': 'all_lines'}, {'id': '185', 'type': 'if_statement', 'children': ['186', '189']}; {'id': '186', 'type': 'comparison_operator', 'children': ['187', '188'], 'value': '>'}, {'id': '187', 'type': 'identifier', 'children': [], 'value': 'line_diff'}; {'id': '188', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '189', 'type': 'block', 'children': ['190']}; {'id': '190', 'type': 'expression_statement', 'children': ['191']}, {'id': '191', 'type': 'augmented_assignment', 'children': ['192', '193'], 'value': '+='}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'all_lines'}, {'id': '193', 'type': 'binary_operator', 'children': ['194', '198'], 'value': '*'}; {'id': '194', 'type': 'list', 'children': ['195'], 'value': "[' ' * hpos]"}, {'id': '195', 'type': 'binary_operator', 'children': ['196', '197'], 'value': '*'}; {'id': '196', 'type': 'string', 'children': [], 'value': "' '"}, {'id': '197', 'type': 'identifier', 'children': [], 'value': 'hpos'}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'line_diff'}, {'id': '199', 'type': 'for_statement', 'children': ['200', '203', '207']}; {'id': '200', 'type': 'pattern_list', 'children': ['201', '202']}, {'id': '201', 'type': 'identifier', 'children': [], 'value': 'lx'}; {'id': '202', 'type': 'identifier', 'children': [], 'value': 'line'}, {'id': '203', 'type': 'call', 'children': ['204', '205']}; {'id': '204', 'type': 'identifier', 'children': [], 'value': 'enumerate'}, {'id': '205', 'type': 'argument_list', 'children': ['206']}; {'id': '206', 'type': 'identifier', 'children': [], 'value': 'lines'}, {'id': '207', 'type': 'block', 'children': ['208', '214']}; {'id': '208', 'type': 'expression_statement', 'children': ['209']}, {'id': '209', 'type': 'augmented_assignment', 'children': ['210', '213'], 'value': '+='}; {'id': '210', 'type': 'subscript', 'children': ['211', '212']}, {'id': '211', 'type': 'identifier', 'children': [], 'value': 'all_lines'}; {'id': '212', 'type': 'identifier', 'children': [], 'value': 'lx'}, {'id': '213', 'type': 'identifier', 'children': [], 'value': 'line'}; {'id': '214', 'type': 'expression_statement', 'children': ['215']}, {'id': '215', 'type': 'assignment', 'children': ['216', '217']}; {'id': '216', 'type': 'identifier', 'children': [], 'value': 'hpos'}, {'id': '217', 'type': 'call', 'children': ['218', '219']}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'max'}, {'id': '219', 'type': 'argument_list', 'children': ['220', '221']}; {'id': '220', 'type': 'identifier', 'children': [], 'value': 'hpos'}, {'id': '221', 'type': 'call', 'children': ['222', '223']}; {'id': '222', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '223', 'type': 'argument_list', 'children': ['224']}; {'id': '224', 'type': 'subscript', 'children': ['225', '226']}, {'id': '225', 'type': 'identifier', 'children': [], 'value': 'all_lines'}; {'id': '226', 'type': 'identifier', 'children': [], 'value': 'lx'}, {'id': '227', 'type': 'for_statement', 'children': ['228', '229', '236']}; {'id': '228', 'type': 'identifier', 'children': [], 'value': 'lx'}, {'id': '229', 'type': 'call', 'children': ['230', '231']}; {'id': '230', 'type': 'identifier', 'children': [], 'value': 'range'}, {'id': '231', 'type': 'argument_list', 'children': ['232']}; {'id': '232', 'type': 'call', 'children': ['233', '234']}, {'id': '233', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '234', 'type': 'argument_list', 'children': ['235']}, {'id': '235', 'type': 'identifier', 'children': [], 'value': 'all_lines'}; {'id': '236', 'type': 'block', 'children': ['237', '248']}, {'id': '237', 'type': 'expression_statement', 'children': ['238']}; {'id': '238', 'type': 'assignment', 'children': ['239', '240']}, {'id': '239', 'type': 'identifier', 'children': [], 'value': 'hpos_diff'}; {'id': '240', 'type': 'binary_operator', 'children': ['241', '242'], 'value': '-'}, {'id': '241', 'type': 'identifier', 'children': [], 'value': 'hpos'}; {'id': '242', 'type': 'call', 'children': ['243', '244']}, {'id': '243', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '244', 'type': 'argument_list', 'children': ['245']}, {'id': '245', 'type': 'subscript', 'children': ['246', '247']}; {'id': '246', 'type': 'identifier', 'children': [], 'value': 'all_lines'}, {'id': '247', 'type': 'identifier', 'children': [], 'value': 'lx'}; {'id': '248', 'type': 'expression_statement', 'children': ['249']}, {'id': '249', 'type': 'augmented_assignment', 'children': ['250', '253'], 'value': '+='}; {'id': '250', 'type': 'subscript', 'children': ['251', '252']}, {'id': '251', 'type': 'identifier', 'children': [], 'value': 'all_lines'}; {'id': '252', 'type': 'identifier', 'children': [], 'value': 'lx'}, {'id': '253', 'type': 'binary_operator', 'children': ['254', '257'], 'value': '+'}; {'id': '254', 'type': 'binary_operator', 'children': ['255', '256'], 'value': '*'}, {'id': '255', 'type': 'string', 'children': [], 'value': "' '"}; {'id': '256', 'type': 'identifier', 'children': [], 'value': 'hpos_diff'}, {'id': '257', 'type': 'identifier', 'children': [], 'value': 'sep'}; {'id': '258', 'type': 'expression_statement', 'children': ['259']}, {'id': '259', 'type': 'assignment', 'children': ['260', '261']}; {'id': '260', 'type': 'identifier', 'children': [], 'value': 'all_lines'}, {'id': '261', 'type': 'list_comprehension', 'children': ['262', '268']}; {'id': '262', 'type': 'call', 'children': ['263', '266']}, {'id': '263', 'type': 'attribute', 'children': ['264', '265']}; {'id': '264', 'type': 'identifier', 'children': [], 'value': 'line'}, {'id': '265', 'type': 'identifier', 'children': [], 'value': 'rstrip'}; {'id': '266', 'type': 'argument_list', 'children': ['267']}, {'id': '267', 'type': 'string', 'children': [], 'value': "' '"}; {'id': '268', 'type': 'for_in_clause', 'children': ['269', '270']}, {'id': '269', 'type': 'identifier', 'children': [], 'value': 'line'}; {'id': '270', 'type': 'identifier', 'children': [], 'value': 'all_lines'}, {'id': '271', 'type': 'expression_statement', 'children': ['272']}; {'id': '272', 'type': 'assignment', 'children': ['273', '274']}, {'id': '273', 'type': 'identifier', 'children': [], 'value': 'ret'}; {'id': '274', 'type': 'call', 'children': ['275', '278']}, {'id': '275', 'type': 'attribute', 'children': ['276', '277']}; {'id': '276', 'type': 'string', 'children': [], 'value': "'\\n'"}, {'id': '277', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '278', 'type': 'argument_list', 'children': ['279']}, {'id': '279', 'type': 'identifier', 'children': [], 'value': 'all_lines'}; {'id': '280', 'type': 'return_statement', 'children': ['281']}, {'id': '281', 'type': 'identifier', 'children': [], 'value': 'ret'}
def horiz_string(*args, **kwargs): import unicodedata precision = kwargs.get('precision', None) sep = kwargs.get('sep', '') if len(args) == 1 and not isinstance(args[0], six.string_types): val_list = args[0] else: val_list = args val_list = [unicodedata.normalize('NFC', ensure_unicode(val)) for val in val_list] all_lines = [] hpos = 0 for sx in range(len(val_list)): val = val_list[sx] str_ = None if precision is not None: if util_type.HAVE_NUMPY: try: if isinstance(val, np.ndarray): str_ = np.array_str(val, precision=precision, suppress_small=True) except ImportError: pass if str_ is None: str_ = six.text_type(val_list[sx]) lines = str_.split('\n') line_diff = len(lines) - len(all_lines) if line_diff > 0: all_lines += [' ' * hpos] * line_diff for lx, line in enumerate(lines): all_lines[lx] += line hpos = max(hpos, len(all_lines[lx])) for lx in range(len(all_lines)): hpos_diff = hpos - len(all_lines[lx]) all_lines[lx] += ' ' * hpos_diff + sep all_lines = [line.rstrip(' ') for line in all_lines] ret = '\n'.join(all_lines) return ret
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '12']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_textdiff'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'text1'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'text2'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}, {'id': '7', 'type': 'identifier', 'children': [], 'value': 'num_context_lines'}; {'id': '8', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '9', 'type': 'default_parameter', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'ignore_whitespace'}, {'id': '11', 'type': 'False', 'children': []}; {'id': '12', 'type': 'block', 'children': ['13', '15', '18', '25', '32', '40', '48', '97', '112', '279']}, {'id': '13', 'type': 'expression_statement', 'children': ['14']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'r'}, {'id': '15', 'type': 'import_statement', 'children': ['16']}; {'id': '16', 'type': 'dotted_name', 'children': ['17']}, {'id': '17', 'type': 'identifier', 'children': [], 'value': 'difflib'}; {'id': '18', 'type': 'expression_statement', 'children': ['19']}, {'id': '19', 'type': 'assignment', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'text1'}, {'id': '21', 'type': 'call', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'ensure_unicode'}, {'id': '23', 'type': 'argument_list', 'children': ['24']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'text1'}, {'id': '25', 'type': 'expression_statement', 'children': ['26']}; {'id': '26', 'type': 'assignment', 'children': ['27', '28']}, {'id': '27', 'type': 'identifier', 'children': [], 'value': 'text2'}; {'id': '28', 'type': 'call', 'children': ['29', '30']}, {'id': '29', 'type': 'identifier', 'children': [], 'value': 'ensure_unicode'}; {'id': '30', 'type': 'argument_list', 'children': ['31']}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'text2'}; {'id': '32', 'type': 'expression_statement', 'children': ['33']}, {'id': '33', 'type': 'assignment', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'text1_lines'}, {'id': '35', 'type': 'call', 'children': ['36', '39']}; {'id': '36', 'type': 'attribute', 'children': ['37', '38']}, {'id': '37', 'type': 'identifier', 'children': [], 'value': 'text1'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'splitlines'}, {'id': '39', 'type': 'argument_list', 'children': []}; {'id': '40', 'type': 'expression_statement', 'children': ['41']}, {'id': '41', 'type': 'assignment', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'text2_lines'}, {'id': '43', 'type': 'call', 'children': ['44', '47']}; {'id': '44', 'type': 'attribute', 'children': ['45', '46']}, {'id': '45', 'type': 'identifier', 'children': [], 'value': 'text2'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'splitlines'}, {'id': '47', 'type': 'argument_list', 'children': []}; {'id': '48', 'type': 'if_statement', 'children': ['49', '50', '91']}, {'id': '49', 'type': 'identifier', 'children': [], 'value': 'ignore_whitespace'}; {'id': '50', 'type': 'block', 'children': ['51', '63', '75']}, {'id': '51', 'type': 'expression_statement', 'children': ['52']}; {'id': '52', 'type': 'assignment', 'children': ['53', '54']}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'text1_lines'}; {'id': '54', 'type': 'list_comprehension', 'children': ['55', '60']}, {'id': '55', 'type': 'call', 'children': ['56', '59']}; {'id': '56', 'type': 'attribute', 'children': ['57', '58']}, {'id': '57', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'rstrip'}, {'id': '59', 'type': 'argument_list', 'children': []}; {'id': '60', 'type': 'for_in_clause', 'children': ['61', '62']}, {'id': '61', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'text1_lines'}, {'id': '63', 'type': 'expression_statement', 'children': ['64']}; {'id': '64', 'type': 'assignment', 'children': ['65', '66']}, {'id': '65', 'type': 'identifier', 'children': [], 'value': 'text2_lines'}; {'id': '66', 'type': 'list_comprehension', 'children': ['67', '72']}, {'id': '67', 'type': 'call', 'children': ['68', '71']}; {'id': '68', 'type': 'attribute', 'children': ['69', '70']}, {'id': '69', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'rstrip'}, {'id': '71', 'type': 'argument_list', 'children': []}; {'id': '72', 'type': 'for_in_clause', 'children': ['73', '74']}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'text2_lines'}, {'id': '75', 'type': 'expression_statement', 'children': ['76']}; {'id': '76', 'type': 'assignment', 'children': ['77', '78']}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'ndiff_kw'}; {'id': '78', 'type': 'call', 'children': ['79', '80']}, {'id': '79', 'type': 'identifier', 'children': [], 'value': 'dict'}; {'id': '80', 'type': 'argument_list', 'children': ['81', '86']}, {'id': '81', 'type': 'keyword_argument', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'linejunk'}, {'id': '83', 'type': 'attribute', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'difflib'}, {'id': '85', 'type': 'identifier', 'children': [], 'value': 'IS_LINE_JUNK'}; {'id': '86', 'type': 'keyword_argument', 'children': ['87', '88']}, {'id': '87', 'type': 'identifier', 'children': [], 'value': 'charjunk'}; {'id': '88', 'type': 'attribute', 'children': ['89', '90']}, {'id': '89', 'type': 'identifier', 'children': [], 'value': 'difflib'}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'IS_CHARACTER_JUNK'}, {'id': '91', 'type': 'else_clause', 'children': ['92']}; {'id': '92', 'type': 'block', 'children': ['93']}, {'id': '93', 'type': 'expression_statement', 'children': ['94']}; {'id': '94', 'type': 'assignment', 'children': ['95', '96']}, {'id': '95', 'type': 'identifier', 'children': [], 'value': 'ndiff_kw'}; {'id': '96', 'type': 'dictionary', 'children': []}, {'id': '97', 'type': 'expression_statement', 'children': ['98']}; {'id': '98', 'type': 'assignment', 'children': ['99', '100']}, {'id': '99', 'type': 'identifier', 'children': [], 'value': 'all_diff_lines'}; {'id': '100', 'type': 'call', 'children': ['101', '102']}, {'id': '101', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '102', 'type': 'argument_list', 'children': ['103']}, {'id': '103', 'type': 'call', 'children': ['104', '107']}; {'id': '104', 'type': 'attribute', 'children': ['105', '106']}, {'id': '105', 'type': 'identifier', 'children': [], 'value': 'difflib'}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'ndiff'}, {'id': '107', 'type': 'argument_list', 'children': ['108', '109', '110']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'text1_lines'}, {'id': '109', 'type': 'identifier', 'children': [], 'value': 'text2_lines'}; {'id': '110', 'type': 'dictionary_splat', 'children': ['111']}, {'id': '111', 'type': 'identifier', 'children': [], 'value': 'ndiff_kw'}; {'id': '112', 'type': 'if_statement', 'children': ['113', '116', '121']}, {'id': '113', 'type': 'comparison_operator', 'children': ['114', '115'], 'value': 'is'}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'num_context_lines'}, {'id': '115', 'type': 'None', 'children': []}; {'id': '116', 'type': 'block', 'children': ['117']}, {'id': '117', 'type': 'expression_statement', 'children': ['118']}; {'id': '118', 'type': 'assignment', 'children': ['119', '120']}, {'id': '119', 'type': 'identifier', 'children': [], 'value': 'diff_lines'}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'all_diff_lines'}, {'id': '121', 'type': 'else_clause', 'children': ['122']}; {'id': '122', 'type': 'block', 'children': ['123', '128', '147', '154', '211', '215']}, {'id': '123', 'type': 'import_from_statement', 'children': ['124', '126']}; {'id': '124', 'type': 'dotted_name', 'children': ['125']}, {'id': '125', 'type': 'identifier', 'children': [], 'value': 'utool'}; {'id': '126', 'type': 'dotted_name', 'children': ['127']}, {'id': '127', 'type': 'identifier', 'children': [], 'value': 'util_list'}; 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{'id': '142', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '143', 'type': 'string', 'children': [], 'value': "'+-?'"}; {'id': '144', 'type': 'for_in_clause', 'children': ['145', '146']}, {'id': '145', 'type': 'identifier', 'children': [], 'value': 'line'}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'all_diff_lines'}, {'id': '147', 'type': 'expression_statement', 'children': ['148']}; {'id': '148', 'type': 'assignment', 'children': ['149', '150']}, {'id': '149', 'type': 'identifier', 'children': [], 'value': 'isvalid_list'}; {'id': '150', 'type': 'subscript', 'children': ['151', '152']}, {'id': '151', 'type': 'identifier', 'children': [], 'value': 'ismarked_list'}; {'id': '152', 'type': 'slice', 'children': ['153']}, {'id': '153', 'type': 'colon', 'children': []}; {'id': '154', 'type': 'for_statement', 'children': ['155', '156', '163']}, {'id': '155', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '156', 'type': 'call', 'children': ['157', '158']}, {'id': '157', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '158', 'type': 'argument_list', 'children': ['159', '160']}, {'id': '159', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '160', 'type': 'binary_operator', 'children': ['161', '162'], 'value': '+'}, {'id': '161', 'type': 'identifier', 'children': [], 'value': 'num_context_lines'}; {'id': '162', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '163', 'type': 'block', 'children': ['164', '188']}; {'id': '164', 'type': 'expression_statement', 'children': ['165']}, {'id': '165', 'type': 'assignment', 'children': ['166', '172']}; {'id': '166', 'type': 'subscript', 'children': ['167', '168']}, {'id': '167', 'type': 'identifier', 'children': [], 'value': 'isvalid_list'}; {'id': '168', 'type': 'slice', 'children': ['169', '170']}, {'id': '169', 'type': 'colon', 'children': []}; {'id': '170', 'type': 'unary_operator', 'children': ['171'], 'value': '-'}, {'id': '171', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '172', 'type': 'call', 'children': ['173', '176']}, {'id': '173', 'type': 'attribute', 'children': ['174', '175']}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'util_list'}, {'id': '175', 'type': 'identifier', 'children': [], 'value': 'or_lists'}; {'id': '176', 'type': 'argument_list', 'children': ['177', '183']}, {'id': '177', 'type': 'subscript', 'children': ['178', '179']}; {'id': '178', 'type': 'identifier', 'children': [], 'value': 'isvalid_list'}, {'id': '179', 'type': 'slice', 'children': ['180', '181']}; {'id': '180', 'type': 'colon', 'children': []}, {'id': '181', 'type': 'unary_operator', 'children': ['182'], 'value': '-'}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'i'}, {'id': '183', 'type': 'subscript', 'children': ['184', '185']}; {'id': '184', 'type': 'identifier', 'children': [], 'value': 'ismarked_list'}, {'id': '185', 'type': 'slice', 'children': ['186', '187']}; {'id': '186', 'type': 'identifier', 'children': [], 'value': 'i'}, {'id': '187', 'type': 'colon', 'children': []}; {'id': '188', 'type': 'expression_statement', 'children': ['189']}, {'id': '189', 'type': 'assignment', 'children': ['190', '195']}; {'id': '190', 'type': 'subscript', 'children': ['191', '192']}, {'id': '191', 'type': 'identifier', 'children': [], 'value': 'isvalid_list'}; {'id': '192', 'type': 'slice', 'children': ['193', '194']}, {'id': '193', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '194', 'type': 'colon', 'children': []}, {'id': '195', 'type': 'call', 'children': ['196', '199']}; {'id': '196', 'type': 'attribute', 'children': ['197', '198']}, {'id': '197', 'type': 'identifier', 'children': [], 'value': 'util_list'}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'or_lists'}, {'id': '199', 'type': 'argument_list', 'children': ['200', '205']}; {'id': '200', 'type': 'subscript', 'children': ['201', '202']}, {'id': '201', 'type': 'identifier', 'children': [], 'value': 'isvalid_list'}; {'id': '202', 'type': 'slice', 'children': ['203', '204']}, {'id': '203', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '204', 'type': 'colon', 'children': []}, {'id': '205', 'type': 'subscript', 'children': ['206', '207']}; {'id': '206', 'type': 'identifier', 'children': [], 'value': 'ismarked_list'}, {'id': '207', 'type': 'slice', 'children': ['208', '209']}; {'id': '208', 'type': 'colon', 'children': []}, {'id': '209', 'type': 'unary_operator', 'children': ['210'], 'value': '-'}; {'id': '210', 'type': 'identifier', 'children': [], 'value': 'i'}, {'id': '211', 'type': 'expression_statement', 'children': ['212']}; {'id': '212', 'type': 'assignment', 'children': ['213', '214']}, {'id': '213', 'type': 'identifier', 'children': [], 'value': 'USE_BREAK_LINE'}; {'id': '214', 'type': 'True', 'children': []}, {'id': '215', 'type': 'if_statement', 'children': ['216', '217', '267']}; {'id': '216', 'type': 'identifier', 'children': [], 'value': 'USE_BREAK_LINE'}, {'id': '217', 'type': 'block', 'children': ['218', '222', '226', '230']}; {'id': '218', 'type': 'expression_statement', 'children': ['219']}, {'id': '219', 'type': 'assignment', 'children': ['220', '221']}; {'id': '220', 'type': 'identifier', 'children': [], 'value': 'diff_lines'}, {'id': '221', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '222', 'type': 'expression_statement', 'children': ['223']}, {'id': '223', 'type': 'assignment', 'children': ['224', '225']}; {'id': '224', 'type': 'identifier', 'children': [], 'value': 'prev'}, {'id': '225', 'type': 'False', 'children': []}; {'id': '226', 'type': 'expression_statement', 'children': ['227']}, {'id': '227', 'type': 'assignment', 'children': ['228', '229']}; {'id': '228', 'type': 'identifier', 'children': [], 'value': 'visual_break'}, {'id': '229', 'type': 'string', 'children': [], 'value': "'\\n <... FILTERED CONTEXT ...> \\n'"}; {'id': '230', 'type': 'for_statement', 'children': ['231', '234', '239']}, {'id': '231', 'type': 'pattern_list', 'children': ['232', '233']}; {'id': '232', 'type': 'identifier', 'children': [], 'value': 'line'}, {'id': '233', 'type': 'identifier', 'children': [], 'value': 'valid'}; {'id': '234', 'type': 'call', 'children': ['235', '236']}, {'id': '235', 'type': 'identifier', 'children': [], 'value': 'zip'}; {'id': '236', 'type': 'argument_list', 'children': ['237', '238']}, {'id': '237', 'type': 'identifier', 'children': [], 'value': 'all_diff_lines'}; {'id': '238', 'type': 'identifier', 'children': [], 'value': 'isvalid_list'}, {'id': '239', 'type': 'block', 'children': ['240', '263']}; {'id': '240', 'type': 'if_statement', 'children': ['241', '242', '250']}, {'id': '241', 'type': 'identifier', 'children': [], 'value': 'valid'}; {'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': 'diff_lines'}, {'id': '247', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '248', 'type': 'argument_list', 'children': ['249']}, {'id': '249', 'type': 'identifier', 'children': [], 'value': 'line'}; {'id': '250', 'type': 'elif_clause', 'children': ['251', '252']}, {'id': '251', 'type': 'identifier', 'children': [], 'value': 'prev'}; {'id': '252', 'type': 'block', 'children': ['253']}, {'id': '253', 'type': 'if_statement', 'children': ['254', '255']}; {'id': '254', 'type': 'False', 'children': []}, {'id': '255', 'type': 'block', 'children': ['256']}; {'id': '256', 'type': 'expression_statement', 'children': ['257']}, {'id': '257', 'type': 'call', 'children': ['258', '261']}; {'id': '258', 'type': 'attribute', 'children': ['259', '260']}, {'id': '259', 'type': 'identifier', 'children': [], 'value': 'diff_lines'}; {'id': '260', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '261', 'type': 'argument_list', 'children': ['262']}; {'id': '262', 'type': 'identifier', 'children': [], 'value': 'visual_break'}, {'id': '263', 'type': 'expression_statement', 'children': ['264']}; {'id': '264', 'type': 'assignment', 'children': ['265', '266']}, {'id': '265', 'type': 'identifier', 'children': [], 'value': 'prev'}; {'id': '266', 'type': 'identifier', 'children': [], 'value': 'valid'}, {'id': '267', 'type': 'else_clause', 'children': ['268']}; {'id': '268', 'type': 'block', 'children': ['269']}, {'id': '269', 'type': 'expression_statement', 'children': ['270']}; {'id': '270', 'type': 'assignment', 'children': ['271', '272']}, {'id': '271', 'type': 'identifier', 'children': [], 'value': 'diff_lines'}; {'id': '272', 'type': 'call', 'children': ['273', '276']}, {'id': '273', 'type': 'attribute', 'children': ['274', '275']}; {'id': '274', 'type': 'identifier', 'children': [], 'value': 'util_list'}, {'id': '275', 'type': 'identifier', 'children': [], 'value': 'compress'}; {'id': '276', 'type': 'argument_list', 'children': ['277', '278']}, {'id': '277', 'type': 'identifier', 'children': [], 'value': 'all_diff_lines'}; {'id': '278', 'type': 'identifier', 'children': [], 'value': 'isvalid_list'}, {'id': '279', 'type': 'return_statement', 'children': ['280']}; {'id': '280', 'type': 'call', 'children': ['281', '284']}, {'id': '281', 'type': 'attribute', 'children': ['282', '283']}; {'id': '282', 'type': 'string', 'children': [], 'value': "'\\n'"}, {'id': '283', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '284', 'type': 'argument_list', 'children': ['285']}, {'id': '285', 'type': 'identifier', 'children': [], 'value': 'diff_lines'}
def get_textdiff(text1, text2, num_context_lines=0, ignore_whitespace=False): r import difflib text1 = ensure_unicode(text1) text2 = ensure_unicode(text2) text1_lines = text1.splitlines() text2_lines = text2.splitlines() if ignore_whitespace: text1_lines = [t.rstrip() for t in text1_lines] text2_lines = [t.rstrip() for t in text2_lines] ndiff_kw = dict(linejunk=difflib.IS_LINE_JUNK, charjunk=difflib.IS_CHARACTER_JUNK) else: ndiff_kw = {} all_diff_lines = list(difflib.ndiff(text1_lines, text2_lines, **ndiff_kw)) if num_context_lines is None: diff_lines = all_diff_lines else: from utool import util_list ismarked_list = [len(line) > 0 and line[0] in '+-?' for line in all_diff_lines] isvalid_list = ismarked_list[:] for i in range(1, num_context_lines + 1): isvalid_list[:-i] = util_list.or_lists(isvalid_list[:-i], ismarked_list[i:]) isvalid_list[i:] = util_list.or_lists(isvalid_list[i:], ismarked_list[:-i]) USE_BREAK_LINE = True if USE_BREAK_LINE: diff_lines = [] prev = False visual_break = '\n <... FILTERED CONTEXT ...> \n' for line, valid in zip(all_diff_lines, isvalid_list): if valid: diff_lines.append(line) elif prev: if False: diff_lines.append(visual_break) prev = valid else: diff_lines = util_list.compress(all_diff_lines, isvalid_list) return '\n'.join(diff_lines)
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def add(self, data, value=None, timestamp=None, namespace=None, debug=False): if value is not None: return self.add(((data, value),), timestamp=timestamp, namespace=namespace, debug=debug) writer = self.writer if writer is None: raise GaugedUseAfterFreeError if timestamp is None: timestamp = long(time() * 1000) config = self.config block_size = config.block_size this_block = timestamp // block_size this_array = (timestamp % block_size) // config.resolution if namespace is None: namespace = config.namespace if this_block < self.current_block or \ (this_block == self.current_block and this_array < self.current_array): if config.append_only_violation == Writer.ERROR: msg = 'Gauged is append-only; timestamps must be increasing' raise GaugedAppendOnlyError(msg) elif config.append_only_violation == Writer.REWRITE: this_block = self.current_block this_array = self.current_array else: return if isinstance(data, unicode): data = data.encode('utf8') if debug: return self.debug(timestamp, namespace, data) if this_block > self.current_block: self.flush_blocks() self.current_block = this_block self.current_array = this_array elif this_array > self.current_array: if not Gauged.writer_flush_arrays(writer, self.current_array): raise MemoryError self.current_array = this_array data_points = 0 namespace_statistics = self.statistics[namespace] whitelist = config.key_whitelist skip_long_keys = config.key_overflow == Writer.IGNORE skip_gauge_nan = config.gauge_nan == Writer.IGNORE if isinstance(data, str) and skip_gauge_nan \ and skip_long_keys and whitelist is None: data_points = c_uint32(0) if not Gauged.writer_emit_pairs(writer, namespace, data, byref(data_points)): raise MemoryError data_points = data_points.value else: if isinstance(data, dict): data = data.iteritems() elif isinstance(data, str): data = self.parse_query(data) emit = Gauged.writer_emit for key, value in data: key = to_bytes(key) if whitelist is not None and key not in whitelist: continue try: value = float(value) except ValueError: value = float('nan') if value != value: if skip_gauge_nan: continue raise GaugedNaNError success = emit(writer, namespace, key, c_float(value)) if success != 1: if not success: raise MemoryError elif success == Writer.KEY_OVERFLOW and not skip_long_keys: msg = 'Key is larger than the driver allows ' msg += '(%s)' % key raise GaugedKeyOverflowError(msg) data_points += 1 namespace_statistics.data_points += data_points if self.flush_now: self.flush()
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{'id': '128', 'type': 'identifier', 'children': [], 'value': 'str'}, {'id': '129', 'type': 'argument_list', 'children': ['130']}; {'id': '130', 'type': 'subscript', 'children': ['131', '132']}, {'id': '131', 'type': 'identifier', 'children': [], 'value': 'quant'}; {'id': '132', 'type': 'subscript', 'children': ['133', '134']}, {'id': '133', 'type': 'identifier', 'children': [], 'value': 'sqlfields'}; {'id': '134', 'type': 'string', 'children': [], 'value': "'isoquant'"}, {'id': '135', 'type': 'try_statement', 'children': ['136', '144']}; {'id': '136', 'type': 'block', 'children': ['137']}, {'id': '137', 'type': 'expression_statement', 'children': ['138']}; {'id': '138', 'type': 'assignment', 'children': ['139', '140']}, {'id': '139', 'type': 'identifier', 'children': [], 'value': 'quant'}; {'id': '140', 'type': 'call', 'children': ['141', '142']}, {'id': '141', 'type': 'identifier', 'children': [], 'value': 'next'}; {'id': '142', 'type': 'argument_list', 'children': ['143']}, {'id': '143', 'type': 'identifier', 'children': [], 'value': 'allquants'}; {'id': '144', 'type': 'except_clause', 'children': ['145', '146']}, {'id': '145', 'type': 'identifier', 'children': [], 'value': 'StopIteration'}; {'id': '146', 'type': 'block', 'children': ['147']}, {'id': '147', 'type': 'break_statement', 'children': []}; {'id': '148', 'type': 'expression_statement', 'children': ['149']}, {'id': '149', 'type': 'call', 'children': ['150', '153']}; {'id': '150', 'type': 'attribute', 'children': ['151', '152']}, {'id': '151', 'type': 'identifier', 'children': [], 'value': 'outpsm'}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'update'}, {'id': '153', 'type': 'argument_list', 'children': ['154']}; {'id': '154', 'type': 'call', 'children': ['155', '156']}, {'id': '155', 'type': 'identifier', 'children': [], 'value': 'get_quant_NAs'}; {'id': '156', 'type': 'argument_list', 'children': ['157', '158']}, {'id': '157', 'type': 'identifier', 'children': [], 'value': 'isoquants'}; {'id': '158', 'type': 'identifier', 'children': [], 'value': 'isob_header'}, {'id': '159', 'type': 'else_clause', 'children': ['160']}; {'id': '160', 'type': 'block', 'children': ['161']}, {'id': '161', 'type': 'try_statement', 'children': ['162', '170']}; {'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': 'quant'}; {'id': '166', 'type': 'call', 'children': ['167', '168']}, {'id': '167', 'type': 'identifier', 'children': [], 'value': 'next'}; {'id': '168', 'type': 'argument_list', 'children': ['169']}, {'id': '169', 'type': 'identifier', 'children': [], 'value': 'allquants'}; {'id': '170', 'type': 'except_clause', 'children': ['171', '172']}, {'id': '171', 'type': 'identifier', 'children': [], 'value': 'StopIteration'}; {'id': '172', 'type': 'block', 'children': ['173', '176']}, {'id': '173', 'type': 'expression_statement', 'children': ['174']}; {'id': '174', 'type': 'yield', 'children': ['175']}, {'id': '175', 'type': 'identifier', 'children': [], 'value': 'outpsm'}; {'id': '176', 'type': 'break_statement', 'children': []}, {'id': '177', 'type': 'expression_statement', 'children': ['178']}; {'id': '178', 'type': 'yield', 'children': ['179']}, {'id': '179', 'type': 'identifier', 'children': [], 'value': 'outpsm'}
def generate_psms_quanted(quantdb, tsvfn, isob_header, oldheader, isobaric=False, precursor=False): allquants, sqlfields = quantdb.select_all_psm_quants(isobaric, precursor) quant = next(allquants) for rownr, psm in enumerate(readers.generate_tsv_psms(tsvfn, oldheader)): outpsm = {x: y for x, y in psm.items()} if precursor: pquant = quant[sqlfields['precursor']] if pquant is None: pquant = 'NA' outpsm.update({mzidtsvdata.HEADER_PRECURSOR_QUANT: str(pquant)}) if isobaric: isoquants = {} while quant[0] == rownr: isoquants.update({quant[sqlfields['isochan']]: str(quant[sqlfields['isoquant']])}) try: quant = next(allquants) except StopIteration: break outpsm.update(get_quant_NAs(isoquants, isob_header)) else: try: quant = next(allquants) except StopIteration: yield outpsm break yield outpsm
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'total_purge_developed_repo'}, {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'repodir'}, {'id': '5', 'type': 'block', 'children': ['6', '8', '12', '17', '20', '33', '41', '86', '106', '111', '121', '140', '148', '156', '201', '216', '235', '357', '372', '375', '383']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}, {'id': '7', 'type': 'identifier', 'children': [], 'value': 'r'}; {'id': '8', 'type': 'assert_statement', 'children': ['9']}, {'id': '9', 'type': 'comparison_operator', 'children': ['10', '11'], 'value': 'is'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'repodir'}, {'id': '11', 'type': 'None', 'children': []}; {'id': '12', 'type': 'import_statement', 'children': ['13']}, {'id': '13', 'type': 'aliased_import', 'children': ['14', '16']}; {'id': '14', 'type': 'dotted_name', 'children': ['15']}, {'id': '15', 'type': 'identifier', 'children': [], 'value': 'utool'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'ut'}, {'id': '17', 'type': 'import_statement', 'children': ['18']}; {'id': '18', 'type': 'dotted_name', 'children': ['19']}, {'id': '19', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '20', 'type': 'expression_statement', 'children': ['21']}, {'id': '21', 'type': 'assignment', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'repo'}, {'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': 'ut'}, {'id': '27', 'type': 'identifier', 'children': [], 'value': 'util_git'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'Repo'}, {'id': '29', 'type': 'argument_list', 'children': ['30']}; {'id': '30', 'type': 'keyword_argument', 'children': ['31', '32']}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'dpath'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'repodir'}, {'id': '33', 'type': 'expression_statement', 'children': ['34']}; {'id': '34', 'type': 'assignment', 'children': ['35', '36']}, {'id': '35', 'type': 'identifier', 'children': [], 'value': 'user'}; {'id': '36', 'type': 'subscript', 'children': ['37', '40']}, {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'os'}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'environ'}; {'id': '40', 'type': 'string', 'children': [], 'value': "'USER'"}, {'id': '41', 'type': 'expression_statement', 'children': ['42']}; {'id': '42', 'type': 'assignment', 'children': ['43', '44']}, {'id': '43', 'type': 'identifier', 'children': [], 'value': 'fmtdict'}; {'id': '44', 'type': 'call', 'children': ['45', '46']}, {'id': '45', 'type': 'identifier', 'children': [], 'value': 'dict'}; {'id': '46', 'type': 'argument_list', 'children': ['47', '50', '55', '60', '65', '72', '79']}, {'id': '47', 'type': 'keyword_argument', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'user'}, {'id': '49', 'type': 'identifier', 'children': [], 'value': 'user'}; {'id': '50', 'type': 'keyword_argument', 'children': ['51', '52']}, {'id': '51', 'type': 'identifier', 'children': [], 'value': 'modname'}; {'id': '52', 'type': 'attribute', 'children': ['53', '54']}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'repo'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'modname'}, {'id': '55', 'type': 'keyword_argument', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'reponame'}, {'id': '57', 'type': 'attribute', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'repo'}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'reponame'}; {'id': '60', 'type': 'keyword_argument', 'children': ['61', '62']}, {'id': '61', 'type': 'identifier', 'children': [], 'value': 'dpath'}; {'id': '62', 'type': 'attribute', 'children': ['63', '64']}, {'id': '63', 'type': 'identifier', 'children': [], 'value': 'repo'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'dpath'}, {'id': '65', 'type': 'keyword_argument', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'global_site_pkgs'}, {'id': '67', 'type': 'call', 'children': ['68', '71']}; {'id': '68', 'type': 'attribute', 'children': ['69', '70']}, {'id': '69', 'type': 'identifier', 'children': [], 'value': 'ut'}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'get_global_dist_packages_dir'}, {'id': '71', 'type': 'argument_list', 'children': []}; {'id': '72', 'type': 'keyword_argument', 'children': ['73', '74']}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 'local_site_pkgs'}; {'id': '74', 'type': 'call', 'children': ['75', '78']}, {'id': '75', 'type': 'attribute', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'ut'}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'get_local_dist_packages_dir'}; {'id': '78', 'type': 'argument_list', 'children': []}, {'id': '79', 'type': 'keyword_argument', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'venv_site_pkgs'}, {'id': '81', 'type': 'call', 'children': ['82', '85']}; {'id': '82', 'type': 'attribute', 'children': ['83', '84']}, {'id': '83', 'type': 'identifier', 'children': [], 'value': 'ut'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'get_site_packages_dir'}, {'id': '85', 'type': 'argument_list', 'children': []}; {'id': '86', 'type': 'expression_statement', 'children': ['87']}, {'id': '87', 'type': 'assignment', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'commands'}, {'id': '89', 'type': 'list_comprehension', 'children': ['90', '97']}; {'id': '90', 'type': 'call', 'children': ['91', '94']}, {'id': '91', 'type': 'attribute', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': '_'}, {'id': '93', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '94', 'type': 'argument_list', 'children': ['95']}, {'id': '95', 'type': 'dictionary_splat', 'children': ['96']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'fmtdict'}, {'id': '97', 'type': 'for_in_clause', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': '_'}, {'id': '99', 'type': 'list', 'children': ['100', '101', '102', '103', '104', '105'], 'value': "[\n 'pip uninstall {modname}',\n 'sudo -H pip uninstall {modname}',\n 'sudo pip uninstall {modname}',\n 'easy_install -m {modname}',\n 'cd {dpath} && python setup.py develop --uninstall',\n 'sudo chown -R {user}:{user} {dpath}',\n ]"}; {'id': '100', 'type': 'string', 'children': [], 'value': "'pip uninstall {modname}'"}, {'id': '101', 'type': 'string', 'children': [], 'value': "'sudo -H pip uninstall {modname}'"}; {'id': '102', 'type': 'string', 'children': [], 'value': "'sudo pip uninstall {modname}'"}, {'id': '103', 'type': 'string', 'children': [], 'value': "'easy_install -m {modname}'"}; {'id': '104', 'type': 'string', 'children': [], 'value': "'cd {dpath} && python setup.py develop --uninstall'"}, {'id': '105', 'type': 'string', 'children': [], 'value': "'sudo chown -R {user}:{user} {dpath}'"}; {'id': '106', 'type': 'expression_statement', 'children': ['107']}, {'id': '107', 'type': 'call', 'children': ['108', '109']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'print'}, {'id': '109', 'type': 'argument_list', 'children': ['110']}; {'id': '110', 'type': 'string', 'children': [], 'value': "'Normal uninstall commands'"}, {'id': '111', 'type': 'expression_statement', 'children': ['112']}; {'id': '112', 'type': 'call', 'children': ['113', '114']}, {'id': '113', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '114', 'type': 'argument_list', 'children': ['115']}, {'id': '115', 'type': 'call', 'children': ['116', '119']}; {'id': '116', 'type': 'attribute', 'children': ['117', '118']}, {'id': '117', 'type': 'string', 'children': [], 'value': "'\\n'"}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'join'}, {'id': '119', 'type': 'argument_list', 'children': ['120']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'commands'}, {'id': '121', 'type': 'expression_statement', 'children': ['122']}; {'id': '122', 'type': 'assignment', 'children': ['123', '124']}, {'id': '123', 'type': 'identifier', 'children': [], 'value': 'possible_link_paths'}; {'id': '124', 'type': 'list_comprehension', 'children': ['125', '132']}, {'id': '125', 'type': 'call', 'children': ['126', '129']}; {'id': '126', 'type': 'attribute', 'children': ['127', '128']}, {'id': '127', 'type': 'identifier', 'children': [], 'value': '_'}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'format'}, {'id': '129', 'type': 'argument_list', 'children': ['130']}; {'id': '130', 'type': 'dictionary_splat', 'children': ['131']}, {'id': '131', 'type': 'identifier', 'children': [], 'value': 'fmtdict'}; {'id': '132', 'type': 'for_in_clause', 'children': ['133', '134']}, {'id': '133', 'type': 'identifier', 'children': [], 'value': '_'}; {'id': '134', 'type': 'list', 'children': ['135', '136', '137', '138', '139'], 'value': "[\n '{dpath}/{modname}.egg-info',\n '{dpath}/build',\n '{venv_site_pkgs}/{reponame}.egg-info',\n '{local_site_pkgs}/{reponame}.egg-info',\n '{venv_site_pkgs}/{reponame}.egg-info',\n ]"}, {'id': '135', 'type': 'string', 'children': [], 'value': "'{dpath}/{modname}.egg-info'"}; {'id': '136', 'type': 'string', 'children': [], 'value': "'{dpath}/build'"}, {'id': '137', 'type': 'string', 'children': [], 'value': "'{venv_site_pkgs}/{reponame}.egg-info'"}; {'id': '138', 'type': 'string', 'children': [], 'value': "'{local_site_pkgs}/{reponame}.egg-info'"}, {'id': '139', 'type': 'string', 'children': [], 'value': "'{venv_site_pkgs}/{reponame}.egg-info'"}; {'id': '140', 'type': 'import_from_statement', 'children': ['141', '144', '146']}, {'id': '141', 'type': 'dotted_name', 'children': ['142', '143']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'os'}, {'id': '143', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '144', 'type': 'dotted_name', 'children': ['145']}, {'id': '145', 'type': 'identifier', 'children': [], 'value': 'exists'}; {'id': '146', 'type': 'dotted_name', 'children': ['147']}, {'id': '147', 'type': 'identifier', 'children': [], 'value': 'basename'}; {'id': '148', 'type': 'expression_statement', 'children': ['149']}, {'id': '149', 'type': 'assignment', 'children': ['150', '151']}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'existing_link_paths'}, {'id': '151', 'type': 'list_comprehension', 'children': ['152', '153']}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'path'}, {'id': '153', 'type': 'for_in_clause', 'children': ['154', '155']}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'path'}, {'id': '155', 'type': 'identifier', 'children': [], 'value': 'possible_link_paths'}; {'id': '156', 'type': 'expression_statement', 'children': ['157']}, {'id': '157', 'type': 'assignment', 'children': ['158', '159', '165', '167']}; {'id': '158', 'type': 'identifier', 'children': [], 'value': 'print'}, {'id': '159', 'type': 'ERROR', 'children': ['160', '162']}; {'id': '160', 'type': 'ERROR', 'children': ['161']}, {'id': '161', 'type': 'identifier', 'children': [], 'value': 'for'}; {'id': '162', 'type': 'comparison_operator', 'children': ['163', '164'], 'value': 'in'}, {'id': '163', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'existing_link_paths'}, {'id': '165', 'type': 'ERROR', 'children': ['166']}; {'id': '166', 'type': 'identifier', 'children': [], 'value': 'if'}, {'id': '167', 'type': 'type', 'children': ['168']}; {'id': '168', 'type': 'constrained_type', 'children': ['169', '174', '176']}, {'id': '169', 'type': 'type', 'children': ['170']}; {'id': '170', 'type': 'call', 'children': ['171', '172']}, {'id': '171', 'type': 'identifier', 'children': [], 'value': 'exists'}; {'id': '172', 'type': 'argument_list', 'children': ['173']}, {'id': '173', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '174', 'type': 'ERROR', 'children': ['175']}, {'id': '175', 'type': 'identifier', 'children': [], 'value': 'if'}; {'id': '176', 'type': 'type', 'children': ['177']}, {'id': '177', 'type': 'constrained_type', 'children': ['178', '189']}; {'id': '178', 'type': 'type', 'children': ['179']}, {'id': '179', 'type': 'comparison_operator', 'children': ['180', '188'], 'value': '!='}; {'id': '180', 'type': 'subscript', 'children': ['181', '187']}, {'id': '181', 'type': 'call', 'children': ['182', '185']}; {'id': '182', 'type': 'attribute', 'children': ['183', '184']}, {'id': '183', 'type': 'identifier', 'children': [], 'value': 'ut'}; {'id': '184', 'type': 'identifier', 'children': [], 'value': 'get_file_info'}, {'id': '185', 'type': 'argument_list', 'children': ['186']}; {'id': '186', 'type': 'identifier', 'children': [], 'value': 'path'}, {'id': '187', 'type': 'string', 'children': [], 'value': "'owner'"}; {'id': '188', 'type': 'identifier', 'children': [], 'value': 'user'}, {'id': '189', 'type': 'type', 'children': ['190']}; {'id': '190', 'type': 'call', 'children': ['191', '192']}, {'id': '191', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '192', 'type': 'argument_list', 'children': ['193']}, {'id': '193', 'type': 'call', 'children': ['194', '197']}; {'id': '194', 'type': 'attribute', 'children': ['195', '196']}, {'id': '195', 'type': 'string', 'children': [], 'value': "'sudo /bin/rm -rf {path}'"}; {'id': '196', 'type': 'identifier', 'children': [], 'value': 'format'}, {'id': '197', 'type': 'argument_list', 'children': ['198']}; {'id': '198', 'type': 'keyword_argument', 'children': ['199', '200']}, {'id': '199', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '200', 'type': 'identifier', 'children': [], 'value': 'path'}, {'id': '201', 'type': 'expression_statement', 'children': ['202']}; {'id': '202', 'type': 'assignment', 'children': ['203', '204']}, {'id': '203', 'type': 'identifier', 'children': [], 'value': 'else'}; {'id': '204', 'type': 'type', 'children': ['205']}, {'id': '205', 'type': 'call', 'children': ['206', '207']}; {'id': '206', 'type': 'identifier', 'children': [], 'value': 'print'}, {'id': '207', 'type': 'argument_list', 'children': ['208']}; {'id': '208', 'type': 'call', 'children': ['209', '212']}, {'id': '209', 'type': 'attribute', 'children': ['210', '211']}; {'id': '210', 'type': 'string', 'children': [], 'value': "'/bin/rm -rf {path}'"}, {'id': '211', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '212', 'type': 'argument_list', 'children': ['213']}, {'id': '213', 'type': 'keyword_argument', 'children': ['214', '215']}; {'id': '214', 'type': 'identifier', 'children': [], 'value': 'path'}, {'id': '215', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '216', 'type': 'expression_statement', 'children': ['217']}, {'id': '217', 'type': 'assignment', 'children': ['218', '219', '221']}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'print'}, {'id': '219', 'type': 'ERROR', 'children': ['220']}; {'id': '220', 'type': 'identifier', 'children': [], 'value': 'easyinstall_paths'}, {'id': '221', 'type': 'list_comprehension', 'children': ['222', '229']}; {'id': '222', 'type': 'call', 'children': ['223', '226']}, {'id': '223', 'type': 'attribute', 'children': ['224', '225']}; {'id': '224', 'type': 'identifier', 'children': [], 'value': '_'}, {'id': '225', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '226', 'type': 'argument_list', 'children': ['227']}, {'id': '227', 'type': 'dictionary_splat', 'children': ['228']}; {'id': '228', 'type': 'identifier', 'children': [], 'value': 'fmtdict'}, {'id': '229', 'type': 'for_in_clause', 'children': ['230', '231']}; {'id': '230', 'type': 'identifier', 'children': [], 'value': '_'}, {'id': '231', 'type': 'list', 'children': ['232', '233', '234'], 'value': "[\n '{venv_site_pkgs}/easy-install.pth',\n '{local_site_pkgs}/easy-install.pth',\n '{venv_site_pkgs}/easy-install.pth',\n ]"}; {'id': '232', 'type': 'string', 'children': [], 'value': "'{venv_site_pkgs}/easy-install.pth'"}, {'id': '233', 'type': 'string', 'children': [], 'value': "'{local_site_pkgs}/easy-install.pth'"}; {'id': '234', 'type': 'string', 'children': [], 'value': "'{venv_site_pkgs}/easy-install.pth'"}, {'id': '235', 'type': 'for_statement', 'children': ['236', '237', '238']}; {'id': '236', 'type': 'identifier', 'children': [], 'value': 'path'}, {'id': '237', 'type': 'identifier', 'children': [], 'value': 'easyinstall_paths'}; {'id': '238', 'type': 'block', 'children': ['239']}, {'id': '239', 'type': 'if_statement', 'children': ['240', '244']}; {'id': '240', 'type': 'call', 'children': ['241', '242']}, {'id': '241', 'type': 'identifier', 'children': [], 'value': 'exists'}; {'id': '242', 'type': 'argument_list', 'children': ['243']}, {'id': '243', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '244', 'type': 'block', 'children': ['245', '266', '277', '289', '301']}, {'id': '245', 'type': 'expression_statement', 'children': ['246']}; {'id': '246', 'type': 'assignment', 'children': ['247', '248']}, {'id': '247', 'type': 'identifier', 'children': [], 'value': 'easy_install_list'}; {'id': '248', 'type': 'call', 'children': ['249', '264']}, {'id': '249', 'type': 'attribute', 'children': ['250', '263']}; {'id': '250', 'type': 'call', 'children': ['251', '262']}, {'id': '251', 'type': 'attribute', 'children': ['252', '261']}; {'id': '252', 'type': 'call', 'children': ['253', '256']}, {'id': '253', 'type': 'attribute', 'children': ['254', '255']}; {'id': '254', 'type': 'identifier', 'children': [], 'value': 'ut'}, {'id': '255', 'type': 'identifier', 'children': [], 'value': 'readfrom'}; {'id': '256', 'type': 'argument_list', 'children': ['257', '258']}, {'id': '257', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '258', 'type': 'keyword_argument', 'children': ['259', '260']}, {'id': '259', 'type': 'identifier', 'children': [], 'value': 'verbose'}; {'id': '260', 'type': 'False', 'children': []}, {'id': '261', 'type': 'identifier', 'children': [], 'value': 'strip'}; {'id': '262', 'type': 'argument_list', 'children': []}, {'id': '263', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '264', 'type': 'argument_list', 'children': ['265']}, {'id': '265', 'type': 'string', 'children': [], 'value': "'\\n'"}; {'id': '266', 'type': 'expression_statement', 'children': ['267']}, {'id': '267', 'type': 'assignment', 'children': ['268', '269']}; {'id': '268', 'type': 'identifier', 'children': [], 'value': 'easy_install_list_'}, {'id': '269', 'type': 'list_comprehension', 'children': ['270', '274']}; {'id': '270', 'type': 'call', 'children': ['271', '272']}, {'id': '271', 'type': 'identifier', 'children': [], 'value': 'basename'}; {'id': '272', 'type': 'argument_list', 'children': ['273']}, {'id': '273', 'type': 'identifier', 'children': [], 'value': 'p'}; {'id': '274', 'type': 'for_in_clause', 'children': ['275', '276']}, {'id': '275', 'type': 'identifier', 'children': [], 'value': 'p'}; {'id': '276', 'type': 'identifier', 'children': [], 'value': 'easy_install_list'}, {'id': '277', 'type': 'expression_statement', 'children': ['278']}; {'id': '278', 'type': 'assignment', 'children': ['279', '280']}, {'id': '279', 'type': 'identifier', 'children': [], 'value': 'index1'}; {'id': '280', 'type': 'call', 'children': ['281', '284']}, {'id': '281', 'type': 'attribute', 'children': ['282', '283']}; {'id': '282', 'type': 'identifier', 'children': [], 'value': 'ut'}, {'id': '283', 'type': 'identifier', 'children': [], 'value': 'listfind'}; {'id': '284', 'type': 'argument_list', 'children': ['285', '286']}, {'id': '285', 'type': 'identifier', 'children': [], 'value': 'easy_install_list_'}; {'id': '286', 'type': 'attribute', 'children': ['287', '288']}, {'id': '287', 'type': 'identifier', 'children': [], 'value': 'repo'}; {'id': '288', 'type': 'identifier', 'children': [], 'value': 'reponame'}, {'id': '289', 'type': 'expression_statement', 'children': ['290']}; {'id': '290', 'type': 'assignment', 'children': ['291', '292']}, {'id': '291', 'type': 'identifier', 'children': [], 'value': 'index2'}; {'id': '292', 'type': 'call', 'children': ['293', '296']}, {'id': '293', 'type': 'attribute', 'children': ['294', '295']}; {'id': '294', 'type': 'identifier', 'children': [], 'value': 'ut'}, {'id': '295', 'type': 'identifier', 'children': [], 'value': 'listfind'}; {'id': '296', 'type': 'argument_list', 'children': ['297', '298']}, {'id': '297', 'type': 'identifier', 'children': [], 'value': 'easy_install_list_'}; {'id': '298', 'type': 'attribute', 'children': ['299', '300']}, {'id': '299', 'type': 'identifier', 'children': [], 'value': 'repo'}; {'id': '300', 'type': 'identifier', 'children': [], 'value': 'modname'}, {'id': '301', 'type': 'if_statement', 'children': ['302', '309']}; {'id': '302', 'type': 'boolean_operator', 'children': ['303', '306'], 'value': 'or'}, {'id': '303', 'type': 'comparison_operator', 'children': ['304', '305'], 'value': 'is'}; {'id': '304', 'type': 'identifier', 'children': [], 'value': 'index1'}, {'id': '305', 'type': 'None', 'children': []}; {'id': '306', 'type': 'comparison_operator', 'children': ['307', '308'], 'value': 'is'}, {'id': '307', 'type': 'identifier', 'children': [], 'value': 'index2'}; {'id': '308', 'type': 'None', 'children': []}, {'id': '309', 'type': 'block', 'children': ['310', '319']}; {'id': '310', 'type': 'expression_statement', 'children': ['311']}, {'id': '311', 'type': 'call', 'children': ['312', '313']}; {'id': '312', 'type': 'identifier', 'children': [], 'value': 'print'}, {'id': '313', 'type': 'argument_list', 'children': ['314']}; {'id': '314', 'type': 'binary_operator', 'children': ['315', '316'], 'value': '%'}, {'id': '315', 'type': 'string', 'children': [], 'value': "'Found at index1=%r, index=%r'"}; {'id': '316', 'type': 'tuple', 'children': ['317', '318']}, {'id': '317', 'type': 'identifier', 'children': [], 'value': 'index1'}; {'id': '318', 'type': 'identifier', 'children': [], 'value': 'index2'}, {'id': '319', 'type': 'if_statement', 'children': ['320', '330', '343']}; {'id': '320', 'type': 'comparison_operator', 'children': ['321', '329'], 'value': '!='}, {'id': '321', 'type': 'subscript', 'children': ['322', '328']}; {'id': '322', 'type': 'call', 'children': ['323', '326']}, {'id': '323', 'type': 'attribute', 'children': ['324', '325']}; {'id': '324', 'type': 'identifier', 'children': [], 'value': 'ut'}, {'id': '325', 'type': 'identifier', 'children': [], 'value': 'get_file_info'}; {'id': '326', 'type': 'argument_list', 'children': ['327']}, {'id': '327', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '328', 'type': 'string', 'children': [], 'value': "'owner'"}, {'id': '329', 'type': 'identifier', 'children': [], 'value': 'user'}; {'id': '330', 'type': 'block', 'children': ['331']}, {'id': '331', 'type': 'expression_statement', 'children': ['332']}; {'id': '332', 'type': 'call', 'children': ['333', '334']}, {'id': '333', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '334', 'type': 'argument_list', 'children': ['335']}, {'id': '335', 'type': 'call', 'children': ['336', '339']}; {'id': '336', 'type': 'attribute', 'children': ['337', '338']}, {'id': '337', 'type': 'string', 'children': [], 'value': "'sudo gvim {path}'"}; {'id': '338', 'type': 'identifier', 'children': [], 'value': 'format'}, {'id': '339', 'type': 'argument_list', 'children': ['340']}; {'id': '340', 'type': 'keyword_argument', 'children': ['341', '342']}, {'id': '341', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '342', 'type': 'identifier', 'children': [], 'value': 'path'}, {'id': '343', 'type': 'else_clause', 'children': ['344']}; {'id': '344', 'type': 'block', 'children': ['345']}, {'id': '345', 'type': 'expression_statement', 'children': ['346']}; {'id': '346', 'type': 'call', 'children': ['347', '348']}, {'id': '347', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '348', 'type': 'argument_list', 'children': ['349']}, {'id': '349', 'type': 'call', 'children': ['350', '353']}; {'id': '350', 'type': 'attribute', 'children': ['351', '352']}, {'id': '351', 'type': 'string', 'children': [], 'value': "'gvim {path}'"}; {'id': '352', 'type': 'identifier', 'children': [], 'value': 'format'}, {'id': '353', 'type': 'argument_list', 'children': ['354']}; {'id': '354', 'type': 'keyword_argument', 'children': ['355', '356']}, {'id': '355', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '356', 'type': 'identifier', 'children': [], 'value': 'path'}, {'id': '357', 'type': 'expression_statement', 'children': ['358']}; {'id': '358', 'type': 'assignment', 'children': ['359', '360']}, {'id': '359', 'type': 'identifier', 'children': [], 'value': 'checkcmds'}; {'id': '360', 'type': 'list_comprehension', 'children': ['361', '368']}, {'id': '361', 'type': 'call', 'children': ['362', '365']}; {'id': '362', 'type': 'attribute', 'children': ['363', '364']}, {'id': '363', 'type': 'identifier', 'children': [], 'value': '_'}; {'id': '364', 'type': 'identifier', 'children': [], 'value': 'format'}, {'id': '365', 'type': 'argument_list', 'children': ['366']}; {'id': '366', 'type': 'dictionary_splat', 'children': ['367']}, {'id': '367', 'type': 'identifier', 'children': [], 'value': 'fmtdict'}; {'id': '368', 'type': 'for_in_clause', 'children': ['369', '370']}, {'id': '369', 'type': 'identifier', 'children': [], 'value': '_'}; {'id': '370', 'type': 'list', 'children': ['371'], 'value': '[\n \'python -c "import {modname}; print({modname}.__file__)"\'\n ]'}, {'id': '371', 'type': 'string', 'children': [], 'value': '\'python -c "import {modname}; print({modname}.__file__)"\''}; {'id': '372', 'type': 'import_statement', 'children': ['373']}, {'id': '373', 'type': 'dotted_name', 'children': ['374']}; {'id': '374', 'type': 'identifier', 'children': [], 'value': 'sys'}, {'id': '375', 'type': 'assert_statement', 'children': ['376']}; {'id': '376', 'type': 'comparison_operator', 'children': ['377', '380'], 'value': 'not'}, {'id': '377', 'type': 'attribute', 'children': ['378', '379']}; {'id': '378', 'type': 'identifier', 'children': [], 'value': 'repo'}, {'id': '379', 'type': 'identifier', 'children': [], 'value': 'modname'}; {'id': '380', 'type': 'attribute', 'children': ['381', '382']}, {'id': '381', 'type': 'identifier', 'children': [], 'value': 'sys'}; {'id': '382', 'type': 'identifier', 'children': [], 'value': 'modules'}, {'id': '383', 'type': 'expression_statement', 'children': ['384']}; {'id': '384', 'type': 'assignment', 'children': ['385', '386', '392']}, {'id': '385', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '386', 'type': 'ERROR', 'children': ['387', '389']}, {'id': '387', 'type': 'ERROR', 'children': ['388']}; {'id': '388', 'type': 'identifier', 'children': [], 'value': 'for'}, {'id': '389', 'type': 'comparison_operator', 'children': ['390', '391'], 'value': 'in'}; {'id': '390', 'type': 'identifier', 'children': [], 'value': 'cmd'}, {'id': '391', 'type': 'identifier', 'children': [], 'value': 'checkcmds'}; {'id': '392', 'type': 'type', 'children': ['393']}, {'id': '393', 'type': 'call', 'children': ['394', '395']}; {'id': '394', 'type': 'identifier', 'children': [], 'value': 'print'}, {'id': '395', 'type': 'argument_list', 'children': ['396']}
def total_purge_developed_repo(repodir): r assert repodir is not None import utool as ut import os repo = ut.util_git.Repo(dpath=repodir) user = os.environ['USER'] fmtdict = dict( user=user, modname=repo.modname, reponame=repo.reponame, dpath=repo.dpath, global_site_pkgs=ut.get_global_dist_packages_dir(), local_site_pkgs=ut.get_local_dist_packages_dir(), venv_site_pkgs=ut.get_site_packages_dir(), ) commands = [_.format(**fmtdict) for _ in [ 'pip uninstall {modname}', 'sudo -H pip uninstall {modname}', 'sudo pip uninstall {modname}', 'easy_install -m {modname}', 'cd {dpath} && python setup.py develop --uninstall', 'sudo chown -R {user}:{user} {dpath}', ]] print('Normal uninstall commands') print('\n'.join(commands)) possible_link_paths = [_.format(**fmtdict) for _ in [ '{dpath}/{modname}.egg-info', '{dpath}/build', '{venv_site_pkgs}/{reponame}.egg-info', '{local_site_pkgs}/{reponame}.egg-info', '{venv_site_pkgs}/{reponame}.egg-info', ]] from os.path import exists, basename existing_link_paths = [path for path in possible_link_paths] print(' for path in existing_link_paths: if exists(path): if ut.get_file_info(path)['owner'] != user: print('sudo /bin/rm -rf {path}'.format(path=path)) else: print('/bin/rm -rf {path}'.format(path=path)) print(' easyinstall_paths = [_.format(**fmtdict) for _ in [ '{venv_site_pkgs}/easy-install.pth', '{local_site_pkgs}/easy-install.pth', '{venv_site_pkgs}/easy-install.pth', ]] for path in easyinstall_paths: if exists(path): easy_install_list = ut.readfrom(path, verbose=False).strip().split('\n') easy_install_list_ = [basename(p) for p in easy_install_list] index1 = ut.listfind(easy_install_list_, repo.reponame) index2 = ut.listfind(easy_install_list_, repo.modname) if index1 is not None or index2 is not None: print('Found at index1=%r, index=%r' % (index1, index2)) if ut.get_file_info(path)['owner'] != user: print('sudo gvim {path}'.format(path=path)) else: print('gvim {path}'.format(path=path)) checkcmds = [_.format(**fmtdict) for _ in [ 'python -c "import {modname}; print({modname}.__file__)"' ]] import sys assert repo.modname not in sys.modules print(" for cmd in checkcmds: print(cmd)
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'nx_dag_node_rank'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'graph'}, {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'nodes'}, {'id': '7', 'type': 'None', 'children': []}; {'id': '8', 'type': 'block', 'children': ['9', '14', '28', '50', '60']}, {'id': '9', 'type': 'import_statement', 'children': ['10']}; {'id': '10', 'type': 'aliased_import', 'children': ['11', '13']}, {'id': '11', 'type': 'dotted_name', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'utool'}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'ut'}; {'id': '14', 'type': 'expression_statement', 'children': ['15']}, {'id': '15', 'type': 'assignment', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'source'}, {'id': '17', 'type': 'subscript', 'children': ['18', '27']}; {'id': '18', 'type': 'call', 'children': ['19', '20']}, {'id': '19', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '20', 'type': 'argument_list', 'children': ['21']}, {'id': '21', 'type': 'call', 'children': ['22', '25']}; {'id': '22', 'type': 'attribute', 'children': ['23', '24']}, {'id': '23', 'type': 'identifier', 'children': [], 'value': 'ut'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'nx_source_nodes'}, {'id': '25', 'type': 'argument_list', 'children': ['26']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'graph'}, {'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': 'longest_paths'}, {'id': '31', 'type': 'call', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'dict'}, {'id': '33', 'type': 'argument_list', 'children': ['34']}; {'id': '34', 'type': 'list_comprehension', 'children': ['35', '43']}, {'id': '35', 'type': 'tuple', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'target'}, {'id': '37', 'type': 'call', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'dag_longest_path'}, {'id': '39', 'type': 'argument_list', 'children': ['40', '41', '42']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'graph'}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'source'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'target'}, {'id': '43', 'type': 'for_in_clause', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'target'}, {'id': '45', 'type': 'call', 'children': ['46', '49']}; {'id': '46', 'type': 'attribute', 'children': ['47', '48']}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'graph'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'nodes'}, {'id': '49', 'type': 'argument_list', 'children': []}; {'id': '50', 'type': 'expression_statement', 'children': ['51']}, {'id': '51', 'type': 'assignment', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'node_to_rank'}, {'id': '53', 'type': 'call', 'children': ['54', '57']}; {'id': '54', 'type': 'attribute', 'children': ['55', '56']}, {'id': '55', 'type': 'identifier', 'children': [], 'value': 'ut'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'map_dict_vals'}, {'id': '57', 'type': 'argument_list', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'longest_paths'}; {'id': '60', 'type': 'if_statement', 'children': ['61', '64', '67']}, {'id': '61', 'type': 'comparison_operator', 'children': ['62', '63'], 'value': 'is'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'nodes'}, {'id': '63', 'type': 'None', 'children': []}; {'id': '64', 'type': 'block', 'children': ['65']}, {'id': '65', 'type': 'return_statement', 'children': ['66']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'node_to_rank'}, {'id': '67', 'type': 'else_clause', 'children': ['68']}; {'id': '68', 'type': 'block', 'children': ['69', '79']}, {'id': '69', 'type': 'expression_statement', 'children': ['70']}; {'id': '70', 'type': 'assignment', 'children': ['71', '72']}, {'id': '71', 'type': 'identifier', 'children': [], 'value': 'ranks'}; {'id': '72', 'type': 'call', 'children': ['73', '76']}, {'id': '73', 'type': 'attribute', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'ut'}, {'id': '75', 'type': 'identifier', 'children': [], 'value': 'dict_take'}; {'id': '76', 'type': 'argument_list', 'children': ['77', '78']}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'node_to_rank'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'nodes'}, {'id': '79', 'type': 'return_statement', 'children': ['80']}
def nx_dag_node_rank(graph, nodes=None): import utool as ut source = list(ut.nx_source_nodes(graph))[0] longest_paths = dict([(target, dag_longest_path(graph, source, target)) for target in graph.nodes()]) node_to_rank = ut.map_dict_vals(len, longest_paths) if nodes is None: return node_to_rank else: ranks = ut.dict_take(node_to_rank, nodes) return ranks
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '16']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'nx_all_simple_edge_paths'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '10', '13']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'G'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'source'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'target'}, {'id': '7', 'type': 'default_parameter', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'cutoff'}, {'id': '9', 'type': 'None', 'children': []}; {'id': '10', 'type': 'default_parameter', 'children': ['11', '12']}, {'id': '11', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '12', 'type': 'False', 'children': []}, {'id': '13', 'type': 'default_parameter', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'data'}, {'id': '15', 'type': 'False', 'children': []}; {'id': '16', 'type': 'block', 'children': ['17', '31', '37', '42', '45', '50', '54', '94', '105']}, {'id': '17', 'type': 'if_statement', 'children': ['18', '21']}; {'id': '18', 'type': 'comparison_operator', 'children': ['19', '20'], 'value': 'is'}, {'id': '19', 'type': 'identifier', 'children': [], 'value': 'cutoff'}; {'id': '20', 'type': 'None', 'children': []}, {'id': '21', 'type': 'block', 'children': ['22']}; {'id': '22', 'type': 'expression_statement', 'children': ['23']}, {'id': '23', 'type': 'assignment', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'cutoff'}, {'id': '25', 'type': 'binary_operator', 'children': ['26', '30'], 'value': '-'}; {'id': '26', 'type': 'call', 'children': ['27', '28']}, {'id': '27', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '28', 'type': 'argument_list', 'children': ['29']}, {'id': '29', 'type': 'identifier', 'children': [], 'value': 'G'}; {'id': '30', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '31', 'type': 'if_statement', 'children': ['32', '35']}; {'id': '32', 'type': 'comparison_operator', 'children': ['33', '34'], 'value': '<'}, {'id': '33', 'type': 'identifier', 'children': [], 'value': 'cutoff'}; {'id': '34', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '35', 'type': 'block', 'children': ['36']}; {'id': '36', 'type': 'return_statement', 'children': []}, {'id': '37', 'type': 'import_statement', 'children': ['38']}; {'id': '38', 'type': 'aliased_import', 'children': ['39', '41']}, {'id': '39', 'type': 'dotted_name', 'children': ['40']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'utool'}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'ut'}; {'id': '42', 'type': 'import_statement', 'children': ['43']}, {'id': '43', 'type': 'dotted_name', 'children': ['44']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'six'}, {'id': '45', 'type': 'expression_statement', 'children': ['46']}; {'id': '46', 'type': 'assignment', 'children': ['47', '48']}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'visited_nodes'}; {'id': '48', 'type': 'list', 'children': ['49'], 'value': '[source]'}, {'id': '49', 'type': 'identifier', 'children': [], 'value': 'source'}; {'id': '50', 'type': 'expression_statement', 'children': ['51']}, {'id': '51', 'type': 'assignment', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'visited_edges'}, {'id': '53', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '54', 'type': 'if_statement', 'children': ['55', '60', '78']}, {'id': '55', 'type': 'call', 'children': ['56', '59']}; {'id': '56', 'type': 'attribute', 'children': ['57', '58']}, {'id': '57', 'type': 'identifier', 'children': [], 'value': 'G'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'is_multigraph'}, {'id': '59', 'type': 'argument_list', 'children': []}; {'id': '60', 'type': 'block', 'children': ['61']}, {'id': '61', 'type': 'expression_statement', 'children': ['62']}; {'id': '62', 'type': 'assignment', 'children': ['63', '64']}, {'id': '63', 'type': 'identifier', 'children': [], 'value': 'get_neighbs'}; {'id': '64', 'type': 'call', 'children': ['65', '68']}, {'id': '65', 'type': 'attribute', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'ut'}, {'id': '67', 'type': 'identifier', 'children': [], 'value': 'partial'}; {'id': '68', 'type': 'argument_list', 'children': ['69', '72', '75']}, {'id': '69', 'type': 'attribute', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'G'}, {'id': '71', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '72', 'type': 'keyword_argument', 'children': ['73', '74']}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'keys'}, {'id': '75', 'type': 'keyword_argument', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'data'}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '78', 'type': 'else_clause', 'children': ['79']}, {'id': '79', 'type': 'block', 'children': ['80']}; {'id': '80', 'type': 'expression_statement', 'children': ['81']}, {'id': '81', 'type': 'assignment', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'get_neighbs'}, {'id': '83', 'type': 'call', 'children': ['84', '87']}; {'id': '84', 'type': 'attribute', 'children': ['85', '86']}, {'id': '85', 'type': 'identifier', 'children': [], 'value': 'ut'}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'partial'}, {'id': '87', 'type': 'argument_list', 'children': ['88', '91']}; {'id': '88', 'type': 'attribute', 'children': ['89', '90']}, {'id': '89', 'type': 'identifier', 'children': [], 'value': 'G'}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'edges'}, {'id': '91', 'type': 'keyword_argument', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'data'}, {'id': '93', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '94', 'type': 'expression_statement', 'children': ['95']}, {'id': '95', 'type': 'assignment', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'edge_stack'}, {'id': '97', 'type': 'list', 'children': ['98'], 'value': '[iter(get_neighbs(source))]'}; {'id': '98', 'type': 'call', 'children': ['99', '100']}, {'id': '99', 'type': 'identifier', 'children': [], 'value': 'iter'}; {'id': '100', 'type': 'argument_list', 'children': ['101']}, {'id': '101', 'type': 'call', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'get_neighbs'}, {'id': '103', 'type': 'argument_list', 'children': ['104']}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'source'}, {'id': '105', 'type': 'while_statement', 'children': ['106', '107']}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'edge_stack'}, {'id': '107', 'type': 'block', 'children': ['108', '115', '125']}; {'id': '108', 'type': 'expression_statement', 'children': ['109']}, {'id': '109', 'type': 'assignment', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'children_edges'}, {'id': '111', 'type': 'subscript', 'children': ['112', '113']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'edge_stack'}, {'id': '113', 'type': 'unary_operator', 'children': ['114'], 'value': '-'}; {'id': '114', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '115', 'type': 'expression_statement', 'children': ['116']}; {'id': '116', 'type': 'assignment', 'children': ['117', '118']}, {'id': '117', 'type': 'identifier', 'children': [], 'value': 'child_edge'}; {'id': '118', 'type': 'call', 'children': ['119', '122']}, {'id': '119', 'type': 'attribute', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'six'}, {'id': '121', 'type': 'identifier', 'children': [], 'value': 'next'}; {'id': '122', 'type': 'argument_list', 'children': ['123', '124']}, {'id': '123', 'type': 'identifier', 'children': [], 'value': 'children_edges'}; {'id': '124', 'type': 'None', 'children': []}, {'id': '125', 'type': 'if_statement', 'children': ['126', '129', '156', '213']}; {'id': '126', 'type': 'comparison_operator', 'children': ['127', '128'], 'value': 'is'}, {'id': '127', 'type': 'identifier', 'children': [], 'value': 'child_edge'}; {'id': '128', 'type': 'None', 'children': []}, {'id': '129', 'type': 'block', 'children': ['130', '136', '142']}; {'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': 'edge_stack'}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'pop'}, {'id': '135', 'type': 'argument_list', 'children': []}; {'id': '136', 'type': 'expression_statement', 'children': ['137']}, {'id': '137', 'type': 'call', 'children': ['138', '141']}; {'id': '138', 'type': 'attribute', 'children': ['139', '140']}, {'id': '139', 'type': 'identifier', 'children': [], 'value': 'visited_nodes'}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'pop'}, {'id': '141', 'type': 'argument_list', 'children': []}; {'id': '142', 'type': 'if_statement', 'children': ['143', '149']}, {'id': '143', 'type': 'comparison_operator', 'children': ['144', '148'], 'value': '>'}; {'id': '144', 'type': 'call', 'children': ['145', '146']}, {'id': '145', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '146', 'type': 'argument_list', 'children': ['147']}, {'id': '147', 'type': 'identifier', 'children': [], 'value': 'visited_edges'}; {'id': '148', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '149', 'type': 'block', 'children': ['150']}; {'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': 'visited_edges'}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'pop'}, {'id': '155', 'type': 'argument_list', 'children': []}; {'id': '156', 'type': 'elif_clause', 'children': ['157', '163']}, {'id': '157', 'type': 'comparison_operator', 'children': ['158', '162'], 'value': '<'}; {'id': '158', 'type': 'call', 'children': ['159', '160']}, {'id': '159', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '160', 'type': 'argument_list', 'children': ['161']}, {'id': '161', 'type': 'identifier', 'children': [], 'value': 'visited_nodes'}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'cutoff'}, {'id': '163', 'type': 'block', 'children': ['164', '170']}; {'id': '164', 'type': 'expression_statement', 'children': ['165']}, {'id': '165', 'type': 'assignment', 'children': ['166', '167']}; {'id': '166', 'type': 'identifier', 'children': [], 'value': 'child_node'}, {'id': '167', 'type': 'subscript', 'children': ['168', '169']}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'child_edge'}, {'id': '169', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '170', 'type': 'if_statement', 'children': ['171', '174', '181']}, {'id': '171', 'type': 'comparison_operator', 'children': ['172', '173'], 'value': '=='}; {'id': '172', 'type': 'identifier', 'children': [], 'value': 'child_node'}, {'id': '173', 'type': 'identifier', 'children': [], 'value': 'target'}; {'id': '174', 'type': 'block', 'children': ['175']}, {'id': '175', 'type': 'expression_statement', 'children': ['176']}; {'id': '176', 'type': 'yield', 'children': ['177']}, {'id': '177', 'type': 'binary_operator', 'children': ['178', '179'], 'value': '+'}; {'id': '178', 'type': 'identifier', 'children': [], 'value': 'visited_edges'}, {'id': '179', 'type': 'list', 'children': ['180'], 'value': '[child_edge]'}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'child_edge'}, {'id': '181', 'type': 'elif_clause', 'children': ['182', '185']}; {'id': '182', 'type': 'comparison_operator', 'children': ['183', '184'], 'value': 'not'}, {'id': '183', 'type': 'identifier', 'children': [], 'value': 'child_node'}; {'id': '184', 'type': 'identifier', 'children': [], 'value': 'visited_nodes'}, {'id': '185', 'type': 'block', 'children': ['186', '193', '200']}; {'id': '186', 'type': 'expression_statement', 'children': ['187']}, {'id': '187', 'type': 'call', 'children': ['188', '191']}; {'id': '188', 'type': 'attribute', 'children': ['189', '190']}, {'id': '189', 'type': 'identifier', 'children': [], 'value': 'visited_nodes'}; {'id': '190', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '191', 'type': 'argument_list', 'children': ['192']}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'child_node'}, {'id': '193', 'type': 'expression_statement', 'children': ['194']}; {'id': '194', 'type': 'call', 'children': ['195', '198']}, {'id': '195', 'type': 'attribute', 'children': ['196', '197']}; {'id': '196', 'type': 'identifier', 'children': [], 'value': 'visited_edges'}, {'id': '197', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '198', 'type': 'argument_list', 'children': ['199']}, {'id': '199', 'type': 'identifier', 'children': [], 'value': 'child_edge'}; {'id': '200', 'type': 'expression_statement', 'children': ['201']}, {'id': '201', 'type': 'call', 'children': ['202', '205']}; {'id': '202', 'type': 'attribute', 'children': ['203', '204']}, {'id': '203', 'type': 'identifier', 'children': [], 'value': 'edge_stack'}; {'id': '204', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '205', 'type': 'argument_list', 'children': ['206']}; {'id': '206', 'type': 'call', 'children': ['207', '208']}, {'id': '207', 'type': 'identifier', 'children': [], 'value': 'iter'}; {'id': '208', 'type': 'argument_list', 'children': ['209']}, {'id': '209', 'type': 'call', 'children': ['210', '211']}; {'id': '210', 'type': 'identifier', 'children': [], 'value': 'get_neighbs'}, {'id': '211', 'type': 'argument_list', 'children': ['212']}; {'id': '212', 'type': 'identifier', 'children': [], 'value': 'child_node'}, {'id': '213', 'type': 'else_clause', 'children': ['214']}; {'id': '214', 'type': 'block', 'children': ['215', '238', '244', '250']}, {'id': '215', 'type': 'for_statement', 'children': ['216', '217', '224']}; {'id': '216', 'type': 'identifier', 'children': [], 'value': 'edge'}, {'id': '217', 'type': 'binary_operator', 'children': ['218', '220'], 'value': '+'}; {'id': '218', 'type': 'list', 'children': ['219'], 'value': '[child_edge]'}, {'id': '219', 'type': 'identifier', 'children': [], 'value': 'child_edge'}; {'id': '220', 'type': 'call', 'children': ['221', '222']}, {'id': '221', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '222', 'type': 'argument_list', 'children': ['223']}, {'id': '223', 'type': 'identifier', 'children': [], 'value': 'children_edges'}; {'id': '224', 'type': 'block', 'children': ['225']}, {'id': '225', 'type': 'if_statement', 'children': ['226', '231']}; {'id': '226', 'type': 'comparison_operator', 'children': ['227', '230'], 'value': '=='}, {'id': '227', 'type': 'subscript', 'children': ['228', '229']}; {'id': '228', 'type': 'identifier', 'children': [], 'value': 'edge'}, {'id': '229', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '230', 'type': 'identifier', 'children': [], 'value': 'target'}, {'id': '231', 'type': 'block', 'children': ['232']}; {'id': '232', 'type': 'expression_statement', 'children': ['233']}, {'id': '233', 'type': 'yield', 'children': ['234']}; {'id': '234', 'type': 'binary_operator', 'children': ['235', '236'], 'value': '+'}, {'id': '235', 'type': 'identifier', 'children': [], 'value': 'visited_edges'}; {'id': '236', 'type': 'list', 'children': ['237'], 'value': '[edge]'}, {'id': '237', 'type': 'identifier', 'children': [], 'value': 'edge'}; {'id': '238', 'type': 'expression_statement', 'children': ['239']}, {'id': '239', 'type': 'call', 'children': ['240', '243']}; {'id': '240', 'type': 'attribute', 'children': ['241', '242']}, {'id': '241', 'type': 'identifier', 'children': [], 'value': 'edge_stack'}; {'id': '242', 'type': 'identifier', 'children': [], 'value': 'pop'}, {'id': '243', 'type': 'argument_list', 'children': []}; {'id': '244', 'type': 'expression_statement', 'children': ['245']}, {'id': '245', 'type': 'call', 'children': ['246', '249']}; {'id': '246', 'type': 'attribute', 'children': ['247', '248']}, {'id': '247', 'type': 'identifier', 'children': [], 'value': 'visited_nodes'}; {'id': '248', 'type': 'identifier', 'children': [], 'value': 'pop'}, {'id': '249', 'type': 'argument_list', 'children': []}; {'id': '250', 'type': 'if_statement', 'children': ['251', '257']}, {'id': '251', 'type': 'comparison_operator', 'children': ['252', '256'], 'value': '>'}; {'id': '252', 'type': 'call', 'children': ['253', '254']}, {'id': '253', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '254', 'type': 'argument_list', 'children': ['255']}, {'id': '255', 'type': 'identifier', 'children': [], 'value': 'visited_edges'}; {'id': '256', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '257', 'type': 'block', 'children': ['258']}; {'id': '258', 'type': 'expression_statement', 'children': ['259']}, {'id': '259', 'type': 'call', 'children': ['260', '263']}; {'id': '260', 'type': 'attribute', 'children': ['261', '262']}, {'id': '261', 'type': 'identifier', 'children': [], 'value': 'visited_edges'}; {'id': '262', 'type': 'identifier', 'children': [], 'value': 'pop'}, {'id': '263', 'type': 'argument_list', 'children': []}
def nx_all_simple_edge_paths(G, source, target, cutoff=None, keys=False, data=False): if cutoff is None: cutoff = len(G) - 1 if cutoff < 1: return import utool as ut import six visited_nodes = [source] visited_edges = [] if G.is_multigraph(): get_neighbs = ut.partial(G.edges, keys=keys, data=data) else: get_neighbs = ut.partial(G.edges, data=data) edge_stack = [iter(get_neighbs(source))] while edge_stack: children_edges = edge_stack[-1] child_edge = six.next(children_edges, None) if child_edge is None: edge_stack.pop() visited_nodes.pop() if len(visited_edges) > 0: visited_edges.pop() elif len(visited_nodes) < cutoff: child_node = child_edge[1] if child_node == target: yield visited_edges + [child_edge] elif child_node not in visited_nodes: visited_nodes.append(child_node) visited_edges.append(child_edge) edge_stack.append(iter(get_neighbs(child_node))) else: for edge in [child_edge] + list(children_edges): if edge[1] == target: yield visited_edges + [edge] edge_stack.pop() visited_nodes.pop() if len(visited_edges) > 0: visited_edges.pop()
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '20']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'nx_gen_node_attrs'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9', '14', '17']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'G'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}, {'id': '7', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '8', 'type': 'None', 'children': []}, {'id': '9', 'type': 'default_parameter', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'default'}, {'id': '11', 'type': 'attribute', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'util_const'}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'NoParam'}; {'id': '14', 'type': 'default_parameter', 'children': ['15', '16']}, {'id': '15', 'type': 'identifier', 'children': [], 'value': 'on_missing'}; {'id': '16', 'type': 'string', 'children': [], 'value': "'error'"}, {'id': '17', 'type': 'default_parameter', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'on_keyerr'}, {'id': '19', 'type': 'string', 'children': [], 'value': "'default'"}; {'id': '20', 'type': 'block', 'children': ['21', '30', '45', '58', '65', '136', '213']}, {'id': '21', 'type': 'if_statement', 'children': ['22', '25']}; {'id': '22', 'type': 'comparison_operator', 'children': ['23', '24'], 'value': 'is'}, {'id': '23', 'type': 'identifier', 'children': [], 'value': 'on_missing'}; {'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': 'on_missing'}, {'id': '29', 'type': 'string', 'children': [], 'value': "'error'"}; {'id': '30', 'type': 'if_statement', 'children': ['31', '40']}, {'id': '31', 'type': 'boolean_operator', 'children': ['32', '37'], 'value': 'and'}; {'id': '32', 'type': 'comparison_operator', 'children': ['33', '34'], 'value': 'is'}, {'id': '33', 'type': 'identifier', 'children': [], 'value': 'default'}; {'id': '34', 'type': 'attribute', 'children': ['35', '36']}, {'id': '35', 'type': 'identifier', 'children': [], 'value': 'util_const'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'NoParam'}, {'id': '37', 'type': 'comparison_operator', 'children': ['38', '39'], 'value': '=='}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'on_keyerr'}, {'id': '39', 'type': 'string', 'children': [], 'value': "'default'"}; {'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': 'on_keyerr'}; {'id': '44', 'type': 'string', 'children': [], 'value': "'error'"}, {'id': '45', 'type': 'if_statement', 'children': ['46', '49']}; {'id': '46', 'type': 'comparison_operator', 'children': ['47', '48'], 'value': 'is'}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '48', 'type': 'None', 'children': []}, {'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': 'nodes'}, {'id': '53', 'type': 'call', 'children': ['54', '57']}; {'id': '54', 'type': 'attribute', 'children': ['55', '56']}, {'id': '55', 'type': 'identifier', 'children': [], 'value': 'G'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'nodes'}, {'id': '57', 'type': 'argument_list', 'children': []}; {'id': '58', 'type': 'expression_statement', 'children': ['59']}, {'id': '59', 'type': 'assignment', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'node_dict'}, {'id': '61', 'type': 'call', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'nx_node_dict'}, {'id': '63', 'type': 'argument_list', 'children': ['64']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'G'}, {'id': '65', 'type': 'if_statement', 'children': ['66', '69', '82', '103', '124']}; {'id': '66', 'type': 'comparison_operator', 'children': ['67', '68'], 'value': '=='}, {'id': '67', 'type': 'identifier', 'children': [], 'value': 'on_missing'}; {'id': '68', 'type': 'string', 'children': [], 'value': "'error'"}, {'id': '69', 'type': 'block', 'children': ['70']}; {'id': '70', 'type': 'expression_statement', 'children': ['71']}, {'id': '71', 'type': 'assignment', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'node_data'}, {'id': '73', 'type': 'generator_expression', 'children': ['74', '79']}; {'id': '74', 'type': 'tuple', 'children': ['75', '76']}, {'id': '75', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '76', 'type': 'subscript', 'children': ['77', '78']}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'node_dict'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'n'}, {'id': '79', 'type': 'for_in_clause', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'n'}, {'id': '81', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '82', 'type': 'elif_clause', 'children': ['83', '86']}, {'id': '83', 'type': 'comparison_operator', 'children': ['84', '85'], 'value': '=='}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'on_missing'}, {'id': '85', 'type': 'string', 'children': [], 'value': "'filter'"}; {'id': '86', 'type': 'block', 'children': ['87']}, {'id': '87', 'type': 'expression_statement', 'children': ['88']}; {'id': '88', 'type': 'assignment', 'children': ['89', '90']}, {'id': '89', 'type': 'identifier', 'children': [], 'value': 'node_data'}; {'id': '90', 'type': 'generator_expression', 'children': ['91', '96', '99']}, {'id': '91', 'type': 'tuple', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'n'}, {'id': '93', 'type': 'subscript', 'children': ['94', '95']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'node_dict'}, {'id': '95', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '96', 'type': 'for_in_clause', 'children': ['97', '98']}, {'id': '97', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'nodes'}, {'id': '99', 'type': 'if_clause', 'children': ['100']}; {'id': '100', 'type': 'comparison_operator', 'children': ['101', '102'], 'value': 'in'}, {'id': '101', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'G'}, {'id': '103', 'type': 'elif_clause', 'children': ['104', '107']}; {'id': '104', 'type': 'comparison_operator', 'children': ['105', '106'], 'value': '=='}, {'id': '105', 'type': 'identifier', 'children': [], 'value': 'on_missing'}; {'id': '106', 'type': 'string', 'children': [], 'value': "'default'"}, {'id': '107', 'type': 'block', 'children': ['108']}; {'id': '108', 'type': 'expression_statement', 'children': ['109']}, {'id': '109', 'type': 'assignment', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'node_data'}, {'id': '111', 'type': 'generator_expression', 'children': ['112', '121']}; {'id': '112', 'type': 'tuple', 'children': ['113', '114']}, {'id': '113', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '114', 'type': 'call', 'children': ['115', '118']}, {'id': '115', 'type': 'attribute', 'children': ['116', '117']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'node_dict'}, {'id': '117', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '118', 'type': 'argument_list', 'children': ['119', '120']}, {'id': '119', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '120', 'type': 'dictionary', 'children': []}, {'id': '121', 'type': 'for_in_clause', 'children': ['122', '123']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'n'}, {'id': '123', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '124', 'type': 'else_clause', 'children': ['125']}, {'id': '125', 'type': 'block', 'children': ['126']}; {'id': '126', 'type': 'raise_statement', 'children': ['127']}, {'id': '127', 'type': 'call', 'children': ['128', '129']}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'KeyError'}, {'id': '129', 'type': 'argument_list', 'children': ['130']}; {'id': '130', 'type': 'call', 'children': ['131', '134']}, {'id': '131', 'type': 'attribute', 'children': ['132', '133']}; {'id': '132', 'type': 'string', 'children': [], 'value': "'on_missing={} must be error, filter or default'"}, {'id': '133', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '134', 'type': 'argument_list', 'children': ['135']}, {'id': '135', 'type': 'identifier', 'children': [], 'value': 'on_missing'}; {'id': '136', 'type': 'if_statement', 'children': ['137', '140', '155', '178', '201']}, {'id': '137', 'type': 'comparison_operator', 'children': ['138', '139'], 'value': '=='}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'on_keyerr'}, {'id': '139', 'type': 'string', 'children': [], 'value': "'error'"}; {'id': '140', 'type': 'block', 'children': ['141']}, {'id': '141', 'type': 'expression_statement', 'children': ['142']}; {'id': '142', 'type': 'assignment', 'children': ['143', '144']}, {'id': '143', 'type': 'identifier', 'children': [], 'value': 'node_attrs'}; {'id': '144', 'type': 'generator_expression', 'children': ['145', '150']}, {'id': '145', 'type': 'tuple', 'children': ['146', '147']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'n'}, {'id': '147', 'type': 'subscript', 'children': ['148', '149']}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'd'}, {'id': '149', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '150', 'type': 'for_in_clause', 'children': ['151', '154']}, {'id': '151', 'type': 'pattern_list', 'children': ['152', '153']}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'n'}, {'id': '153', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'node_data'}, {'id': '155', 'type': 'elif_clause', 'children': ['156', '159']}; {'id': '156', 'type': 'comparison_operator', 'children': ['157', '158'], 'value': '=='}, {'id': '157', 'type': 'identifier', 'children': [], 'value': 'on_keyerr'}; {'id': '158', 'type': 'string', 'children': [], 'value': "'filter'"}, {'id': '159', 'type': 'block', 'children': ['160']}; {'id': '160', 'type': 'expression_statement', 'children': ['161']}, {'id': '161', 'type': 'assignment', 'children': ['162', '163']}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'node_attrs'}, {'id': '163', 'type': 'generator_expression', 'children': ['164', '169', '174']}; {'id': '164', 'type': 'tuple', 'children': ['165', '166']}, {'id': '165', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '166', 'type': 'subscript', 'children': ['167', '168']}, {'id': '167', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '169', 'type': 'for_in_clause', 'children': ['170', '173']}; {'id': '170', 'type': 'pattern_list', 'children': ['171', '172']}, {'id': '171', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '172', 'type': 'identifier', 'children': [], 'value': 'd'}, {'id': '173', 'type': 'identifier', 'children': [], 'value': 'node_data'}; {'id': '174', 'type': 'if_clause', 'children': ['175']}, {'id': '175', 'type': 'comparison_operator', 'children': ['176', '177'], 'value': 'in'}; {'id': '176', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '177', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '178', 'type': 'elif_clause', 'children': ['179', '182']}, {'id': '179', 'type': 'comparison_operator', 'children': ['180', '181'], 'value': '=='}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'on_keyerr'}, {'id': '181', 'type': 'string', 'children': [], 'value': "'default'"}; {'id': '182', 'type': 'block', 'children': ['183']}, {'id': '183', 'type': 'expression_statement', 'children': ['184']}; {'id': '184', 'type': 'assignment', 'children': ['185', '186']}, {'id': '185', 'type': 'identifier', 'children': [], 'value': 'node_attrs'}; {'id': '186', 'type': 'generator_expression', 'children': ['187', '196']}, {'id': '187', 'type': 'tuple', 'children': ['188', '189']}; {'id': '188', 'type': 'identifier', 'children': [], 'value': 'n'}, {'id': '189', 'type': 'call', 'children': ['190', '193']}; {'id': '190', 'type': 'attribute', 'children': ['191', '192']}, {'id': '191', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'get'}, {'id': '193', 'type': 'argument_list', 'children': ['194', '195']}; {'id': '194', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '195', 'type': 'identifier', 'children': [], 'value': 'default'}; {'id': '196', 'type': 'for_in_clause', 'children': ['197', '200']}, {'id': '197', 'type': 'pattern_list', 'children': ['198', '199']}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'n'}, {'id': '199', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '200', 'type': 'identifier', 'children': [], 'value': 'node_data'}, {'id': '201', 'type': 'else_clause', 'children': ['202']}; {'id': '202', 'type': 'block', 'children': ['203']}, {'id': '203', 'type': 'raise_statement', 'children': ['204']}; {'id': '204', 'type': 'call', 'children': ['205', '206']}, {'id': '205', 'type': 'identifier', 'children': [], 'value': 'KeyError'}; {'id': '206', 'type': 'argument_list', 'children': ['207']}, {'id': '207', 'type': 'call', 'children': ['208', '211']}; {'id': '208', 'type': 'attribute', 'children': ['209', '210']}, {'id': '209', 'type': 'string', 'children': [], 'value': "'on_keyerr={} must be error filter or default'"}; {'id': '210', 'type': 'identifier', 'children': [], 'value': 'format'}, {'id': '211', 'type': 'argument_list', 'children': ['212']}; {'id': '212', 'type': 'identifier', 'children': [], 'value': 'on_keyerr'}, {'id': '213', 'type': 'return_statement', 'children': ['214']}
def nx_gen_node_attrs(G, key, nodes=None, default=util_const.NoParam, on_missing='error', on_keyerr='default'): if on_missing is None: on_missing = 'error' if default is util_const.NoParam and on_keyerr == 'default': on_keyerr = 'error' if nodes is None: nodes = G.nodes() node_dict = nx_node_dict(G) if on_missing == 'error': node_data = ((n, node_dict[n]) for n in nodes) elif on_missing == 'filter': node_data = ((n, node_dict[n]) for n in nodes if n in G) elif on_missing == 'default': node_data = ((n, node_dict.get(n, {})) for n in nodes) else: raise KeyError('on_missing={} must be error, filter or default'.format( on_missing)) if on_keyerr == 'error': node_attrs = ((n, d[key]) for n, d in node_data) elif on_keyerr == 'filter': node_attrs = ((n, d[key]) for n, d in node_data if key in d) elif on_keyerr == 'default': node_attrs = ((n, d.get(key, default)) for n, d in node_data) else: raise KeyError('on_keyerr={} must be error filter or default'.format(on_keyerr)) return node_attrs
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '20']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'nx_gen_edge_values'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9', '14', '17']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'G'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}, {'id': '7', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '8', 'type': 'None', 'children': []}, {'id': '9', 'type': 'default_parameter', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'default'}, {'id': '11', 'type': 'attribute', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'util_const'}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'NoParam'}; {'id': '14', 'type': 'default_parameter', 'children': ['15', '16']}, {'id': '15', 'type': 'identifier', 'children': [], 'value': 'on_missing'}; {'id': '16', 'type': 'string', 'children': [], 'value': "'error'"}, {'id': '17', 'type': 'default_parameter', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'on_keyerr'}, {'id': '19', 'type': 'string', 'children': [], 'value': "'default'"}; {'id': '20', 'type': 'block', 'children': ['21', '34', '43', '52', '67', '130', '176']}, {'id': '21', 'type': 'if_statement', 'children': ['22', '25']}; {'id': '22', 'type': 'comparison_operator', 'children': ['23', '24'], 'value': 'is'}, {'id': '23', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'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': 'edges'}, {'id': '29', 'type': 'call', 'children': ['30', '33']}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'G'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'edges'}, {'id': '33', 'type': 'argument_list', 'children': []}; {'id': '34', 'type': 'if_statement', 'children': ['35', '38']}, {'id': '35', 'type': 'comparison_operator', 'children': ['36', '37'], 'value': 'is'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'on_missing'}, {'id': '37', 'type': 'None', 'children': []}; {'id': '38', 'type': 'block', 'children': ['39']}, {'id': '39', 'type': 'expression_statement', 'children': ['40']}; {'id': '40', 'type': 'assignment', 'children': ['41', '42']}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'on_missing'}; {'id': '42', 'type': 'string', 'children': [], 'value': "'error'"}, {'id': '43', 'type': 'if_statement', 'children': ['44', '47']}; {'id': '44', 'type': 'comparison_operator', 'children': ['45', '46'], 'value': 'is'}, {'id': '45', 'type': 'identifier', 'children': [], 'value': 'on_keyerr'}; {'id': '46', 'type': 'None', 'children': []}, {'id': '47', 'type': 'block', 'children': ['48']}; {'id': '48', 'type': 'expression_statement', 'children': ['49']}, {'id': '49', 'type': 'assignment', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'on_keyerr'}, {'id': '51', 'type': 'string', 'children': [], 'value': "'default'"}; {'id': '52', 'type': 'if_statement', 'children': ['53', '62']}, {'id': '53', 'type': 'boolean_operator', 'children': ['54', '59'], 'value': 'and'}; {'id': '54', 'type': 'comparison_operator', 'children': ['55', '56'], 'value': 'is'}, {'id': '55', 'type': 'identifier', 'children': [], 'value': 'default'}; {'id': '56', 'type': 'attribute', 'children': ['57', '58']}, {'id': '57', 'type': 'identifier', 'children': [], 'value': 'util_const'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'NoParam'}, {'id': '59', 'type': 'comparison_operator', 'children': ['60', '61'], 'value': '=='}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'on_keyerr'}, {'id': '61', 'type': 'string', 'children': [], 'value': "'default'"}; {'id': '62', 'type': 'block', 'children': ['63']}, {'id': '63', 'type': 'expression_statement', 'children': ['64']}; {'id': '64', 'type': 'assignment', 'children': ['65', '66']}, {'id': '65', 'type': 'identifier', 'children': [], 'value': 'on_keyerr'}; {'id': '66', 'type': 'string', 'children': [], 'value': "'error'"}, {'id': '67', 'type': 'if_statement', 'children': ['68', '71', '88', '118']}; {'id': '68', 'type': 'comparison_operator', 'children': ['69', '70'], 'value': '=='}, {'id': '69', 'type': 'identifier', 'children': [], 'value': 'on_missing'}; {'id': '70', 'type': 'string', 'children': [], 'value': "'error'"}, {'id': '71', 'type': 'block', 'children': ['72']}; {'id': '72', 'type': 'expression_statement', 'children': ['73']}, {'id': '73', 'type': 'assignment', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'data_iter'}, {'id': '75', 'type': 'generator_expression', 'children': ['76', '83']}; {'id': '76', 'type': 'subscript', 'children': ['77', '82']}, {'id': '77', 'type': 'subscript', 'children': ['78', '81']}; {'id': '78', 'type': 'attribute', 'children': ['79', '80']}, {'id': '79', 'type': 'identifier', 'children': [], 'value': 'G'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'adj'}, {'id': '81', 'type': 'identifier', 'children': [], 'value': 'u'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'v'}, {'id': '83', 'type': 'for_in_clause', 'children': ['84', '87']}; {'id': '84', 'type': 'pattern_list', 'children': ['85', '86']}, {'id': '85', 'type': 'identifier', 'children': [], 'value': 'u'}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'v'}, {'id': '87', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '88', 'type': 'elif_clause', 'children': ['89', '92']}, {'id': '89', 'type': 'comparison_operator', 'children': ['90', '91'], 'value': '=='}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'on_missing'}, {'id': '91', 'type': 'string', 'children': [], 'value': "'default'"}; {'id': '92', 'type': 'block', 'children': ['93']}, {'id': '93', 'type': 'expression_statement', 'children': ['94']}; {'id': '94', 'type': 'assignment', 'children': ['95', '96']}, {'id': '95', 'type': 'identifier', 'children': [], 'value': 'data_iter'}; {'id': '96', 'type': 'generator_expression', 'children': ['97', '113']}, {'id': '97', 'type': 'conditional_expression', 'children': ['98', '105', '112'], 'value': 'if'}; {'id': '98', 'type': 'subscript', 'children': ['99', '104']}, {'id': '99', 'type': 'subscript', 'children': ['100', '103']}; {'id': '100', 'type': 'attribute', 'children': ['101', '102']}, {'id': '101', 'type': 'identifier', 'children': [], 'value': 'G'}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'adj'}, {'id': '103', 'type': 'identifier', 'children': [], 'value': 'u'}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'v'}, {'id': '105', 'type': 'call', 'children': ['106', '109']}; {'id': '106', 'type': 'attribute', 'children': ['107', '108']}, {'id': '107', 'type': 'identifier', 'children': [], 'value': 'G'}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'has_edge'}, {'id': '109', 'type': 'argument_list', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'u'}, {'id': '111', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '112', 'type': 'dictionary', 'children': []}, {'id': '113', 'type': 'for_in_clause', 'children': ['114', '117']}; {'id': '114', 'type': 'pattern_list', 'children': ['115', '116']}, {'id': '115', 'type': 'identifier', 'children': [], 'value': 'u'}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'v'}, {'id': '117', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '118', 'type': 'else_clause', 'children': ['119']}, {'id': '119', 'type': 'block', 'children': ['120']}; {'id': '120', 'type': 'raise_statement', 'children': ['121']}, {'id': '121', 'type': 'call', 'children': ['122', '123']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'KeyError'}, {'id': '123', 'type': 'argument_list', 'children': ['124']}; {'id': '124', 'type': 'call', 'children': ['125', '128']}, {'id': '125', 'type': 'attribute', 'children': ['126', '127']}; {'id': '126', 'type': 'string', 'children': [], 'value': "'on_missing={} must be error, filter or default'"}, {'id': '127', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '128', 'type': 'argument_list', 'children': ['129']}, {'id': '129', 'type': 'identifier', 'children': [], 'value': 'on_missing'}; {'id': '130', 'type': 'if_statement', 'children': ['131', '134', '145', '164']}, {'id': '131', 'type': 'comparison_operator', 'children': ['132', '133'], 'value': '=='}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'on_keyerr'}, {'id': '133', 'type': 'string', 'children': [], 'value': "'error'"}; {'id': '134', 'type': 'block', 'children': ['135']}, {'id': '135', 'type': 'expression_statement', 'children': ['136']}; {'id': '136', 'type': 'assignment', 'children': ['137', '138']}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'value_iter'}; {'id': '138', 'type': 'generator_expression', 'children': ['139', '142']}, {'id': '139', 'type': 'subscript', 'children': ['140', '141']}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'd'}, {'id': '141', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '142', 'type': 'for_in_clause', 'children': ['143', '144']}, {'id': '143', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'data_iter'}, {'id': '145', 'type': 'elif_clause', 'children': ['146', '149']}; {'id': '146', 'type': 'comparison_operator', 'children': ['147', '148'], 'value': '=='}, {'id': '147', 'type': 'identifier', 'children': [], 'value': 'on_keyerr'}; {'id': '148', 'type': 'string', 'children': [], 'value': "'default'"}, {'id': '149', 'type': 'block', 'children': ['150']}; {'id': '150', 'type': 'expression_statement', 'children': ['151']}, {'id': '151', 'type': 'assignment', 'children': ['152', '153']}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'value_iter'}, {'id': '153', 'type': 'generator_expression', 'children': ['154', '161']}; {'id': '154', 'type': 'call', 'children': ['155', '158']}, {'id': '155', 'type': 'attribute', 'children': ['156', '157']}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'd'}, {'id': '157', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '158', 'type': 'argument_list', 'children': ['159', '160']}, {'id': '159', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'default'}, {'id': '161', 'type': 'for_in_clause', 'children': ['162', '163']}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'd'}, {'id': '163', 'type': 'identifier', 'children': [], 'value': 'data_iter'}; {'id': '164', 'type': 'else_clause', 'children': ['165']}, {'id': '165', 'type': 'block', 'children': ['166']}; {'id': '166', 'type': 'raise_statement', 'children': ['167']}, {'id': '167', 'type': 'call', 'children': ['168', '169']}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'KeyError'}, {'id': '169', 'type': 'argument_list', 'children': ['170']}; {'id': '170', 'type': 'call', 'children': ['171', '174']}, {'id': '171', 'type': 'attribute', 'children': ['172', '173']}; {'id': '172', 'type': 'string', 'children': [], 'value': "'on_keyerr={} must be error or default'"}, {'id': '173', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '174', 'type': 'argument_list', 'children': ['175']}, {'id': '175', 'type': 'identifier', 'children': [], 'value': 'on_keyerr'}; {'id': '176', 'type': 'return_statement', 'children': ['177']}, {'id': '177', 'type': 'identifier', 'children': [], 'value': 'value_iter'}
def nx_gen_edge_values(G, key, edges=None, default=util_const.NoParam, on_missing='error', on_keyerr='default'): if edges is None: edges = G.edges() if on_missing is None: on_missing = 'error' if on_keyerr is None: on_keyerr = 'default' if default is util_const.NoParam and on_keyerr == 'default': on_keyerr = 'error' if on_missing == 'error': data_iter = (G.adj[u][v] for u, v in edges) elif on_missing == 'default': data_iter = (G.adj[u][v] if G.has_edge(u, v) else {} for u, v in edges) else: raise KeyError('on_missing={} must be error, filter or default'.format( on_missing)) if on_keyerr == 'error': value_iter = (d[key] for d in data_iter) elif on_keyerr == 'default': value_iter = (d.get(key, default) for d in data_iter) else: raise KeyError('on_keyerr={} must be error or default'.format(on_keyerr)) return value_iter
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '20']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'nx_gen_edge_attrs'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9', '14', '17']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'G'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}, {'id': '7', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '8', 'type': 'None', 'children': []}, {'id': '9', 'type': 'default_parameter', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'default'}, {'id': '11', 'type': 'attribute', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'util_const'}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'NoParam'}; {'id': '14', 'type': 'default_parameter', 'children': ['15', '16']}, {'id': '15', 'type': 'identifier', 'children': [], 'value': 'on_missing'}; {'id': '16', 'type': 'string', 'children': [], 'value': "'error'"}, {'id': '17', 'type': 'default_parameter', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'on_keyerr'}, {'id': '19', 'type': 'string', 'children': [], 'value': "'default'"}; {'id': '20', 'type': 'block', 'children': ['21', '30', '45', '72', '180', '257']}, {'id': '21', 'type': 'if_statement', 'children': ['22', '25']}; {'id': '22', 'type': 'comparison_operator', 'children': ['23', '24'], 'value': 'is'}, {'id': '23', 'type': 'identifier', 'children': [], 'value': 'on_missing'}; {'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': 'on_missing'}, {'id': '29', 'type': 'string', 'children': [], 'value': "'error'"}; {'id': '30', 'type': 'if_statement', 'children': ['31', '40']}, {'id': '31', 'type': 'boolean_operator', 'children': ['32', '37'], 'value': 'and'}; {'id': '32', 'type': 'comparison_operator', 'children': ['33', '34'], 'value': 'is'}, {'id': '33', 'type': 'identifier', 'children': [], 'value': 'default'}; {'id': '34', 'type': 'attribute', 'children': ['35', '36']}, {'id': '35', 'type': 'identifier', 'children': [], 'value': 'util_const'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'NoParam'}, {'id': '37', 'type': 'comparison_operator', 'children': ['38', '39'], 'value': '=='}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'on_keyerr'}, {'id': '39', 'type': 'string', 'children': [], 'value': "'default'"}; {'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': 'on_keyerr'}; {'id': '44', 'type': 'string', 'children': [], 'value': "'error'"}, {'id': '45', 'type': 'if_statement', 'children': ['46', '49']}; {'id': '46', 'type': 'comparison_operator', 'children': ['47', '48'], 'value': 'is'}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '48', 'type': 'None', 'children': []}, {'id': '49', 'type': 'block', 'children': ['50']}; {'id': '50', 'type': 'if_statement', 'children': ['51', '56', '62']}, {'id': '51', 'type': 'call', 'children': ['52', '55']}; {'id': '52', 'type': 'attribute', 'children': ['53', '54']}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'G'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'is_multigraph'}, {'id': '55', 'type': 'argument_list', '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': 'NotImplementedError'}; {'id': '60', 'type': 'argument_list', 'children': ['61']}, {'id': '61', 'type': 'string', 'children': [], 'value': "''"}; {'id': '62', 'type': 'else_clause', 'children': ['63']}, {'id': '63', 'type': 'block', 'children': ['64']}; {'id': '64', 'type': 'expression_statement', 'children': ['65']}, {'id': '65', 'type': 'assignment', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'edges'}, {'id': '67', 'type': 'call', 'children': ['68', '71']}; {'id': '68', 'type': 'attribute', 'children': ['69', '70']}, {'id': '69', 'type': 'identifier', 'children': [], 'value': 'G'}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'edges'}, {'id': '71', 'type': 'argument_list', 'children': []}; {'id': '72', 'type': 'if_statement', 'children': ['73', '76', '97', '130', '168']}, {'id': '73', 'type': 'comparison_operator', 'children': ['74', '75'], 'value': '=='}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'on_missing'}, {'id': '75', 'type': 'string', 'children': [], 'value': "'error'"}; {'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': 'edge_data'}; {'id': '80', 'type': 'generator_expression', 'children': ['81', '92']}, {'id': '81', 'type': 'tuple', 'children': ['82', '85']}; {'id': '82', 'type': 'tuple', 'children': ['83', '84']}, {'id': '83', 'type': 'identifier', 'children': [], 'value': 'u'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'v'}, {'id': '85', 'type': 'subscript', 'children': ['86', '91']}; {'id': '86', 'type': 'subscript', 'children': ['87', '90']}, {'id': '87', 'type': 'attribute', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'G'}, {'id': '89', 'type': 'identifier', 'children': [], 'value': 'adj'}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'u'}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '92', 'type': 'for_in_clause', 'children': ['93', '96']}, {'id': '93', 'type': 'pattern_list', 'children': ['94', '95']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'u'}, {'id': '95', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'edges'}, {'id': '97', 'type': 'elif_clause', 'children': ['98', '101']}; {'id': '98', 'type': 'comparison_operator', 'children': ['99', '100'], 'value': '=='}, {'id': '99', 'type': 'identifier', 'children': [], 'value': 'on_missing'}; {'id': '100', 'type': 'string', 'children': [], 'value': "'filter'"}, {'id': '101', 'type': 'block', 'children': ['102']}; {'id': '102', 'type': 'expression_statement', 'children': ['103']}, {'id': '103', 'type': 'assignment', 'children': ['104', '105']}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'edge_data'}, {'id': '105', 'type': 'generator_expression', 'children': ['106', '117', '122']}; {'id': '106', 'type': 'tuple', 'children': ['107', '110']}, {'id': '107', 'type': 'tuple', 'children': ['108', '109']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'u'}, {'id': '109', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '110', 'type': 'subscript', 'children': ['111', '116']}, {'id': '111', 'type': 'subscript', 'children': ['112', '115']}; {'id': '112', 'type': 'attribute', 'children': ['113', '114']}, {'id': '113', 'type': 'identifier', 'children': [], 'value': 'G'}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'adj'}, {'id': '115', 'type': 'identifier', 'children': [], 'value': 'u'}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'v'}, {'id': '117', 'type': 'for_in_clause', 'children': ['118', '121']}; {'id': '118', 'type': 'pattern_list', 'children': ['119', '120']}, {'id': '119', 'type': 'identifier', 'children': [], 'value': 'u'}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'v'}, {'id': '121', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '122', 'type': 'if_clause', 'children': ['123']}, {'id': '123', 'type': 'call', 'children': ['124', '127']}; {'id': '124', 'type': 'attribute', 'children': ['125', '126']}, {'id': '125', 'type': 'identifier', 'children': [], 'value': 'G'}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'has_edge'}, {'id': '127', 'type': 'argument_list', 'children': ['128', '129']}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'u'}, {'id': '129', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '130', 'type': 'elif_clause', 'children': ['131', '134']}, {'id': '131', 'type': 'comparison_operator', 'children': ['132', '133'], 'value': '=='}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'on_missing'}, {'id': '133', 'type': 'string', 'children': [], 'value': "'default'"}; {'id': '134', 'type': 'block', 'children': ['135']}, {'id': '135', 'type': 'expression_statement', 'children': ['136']}; {'id': '136', 'type': 'assignment', 'children': ['137', '138']}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'edge_data'}; {'id': '138', 'type': 'generator_expression', 'children': ['139', '163']}, {'id': '139', 'type': 'conditional_expression', 'children': ['140', '151', '158'], 'value': 'if'}; {'id': '140', 'type': 'tuple', 'children': ['141', '144']}, {'id': '141', 'type': 'tuple', 'children': ['142', '143']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'u'}, {'id': '143', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '144', 'type': 'subscript', 'children': ['145', '150']}, {'id': '145', 'type': 'subscript', 'children': ['146', '149']}; {'id': '146', 'type': 'attribute', 'children': ['147', '148']}, {'id': '147', 'type': 'identifier', 'children': [], 'value': 'G'}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'adj'}, {'id': '149', 'type': 'identifier', 'children': [], 'value': 'u'}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'v'}, {'id': '151', 'type': 'call', 'children': ['152', '155']}; {'id': '152', 'type': 'attribute', 'children': ['153', '154']}, {'id': '153', 'type': 'identifier', 'children': [], 'value': 'G'}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'has_edge'}, {'id': '155', 'type': 'argument_list', 'children': ['156', '157']}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'u'}, {'id': '157', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '158', 'type': 'tuple', 'children': ['159', '162']}, {'id': '159', 'type': 'tuple', 'children': ['160', '161']}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'u'}, {'id': '161', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '162', 'type': 'dictionary', 'children': []}, {'id': '163', 'type': 'for_in_clause', 'children': ['164', '167']}; {'id': '164', 'type': 'pattern_list', 'children': ['165', '166']}, {'id': '165', 'type': 'identifier', 'children': [], 'value': 'u'}; {'id': '166', 'type': 'identifier', 'children': [], 'value': 'v'}, {'id': '167', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '168', 'type': 'else_clause', 'children': ['169']}, {'id': '169', 'type': 'block', 'children': ['170']}; {'id': '170', 'type': 'raise_statement', 'children': ['171']}, {'id': '171', 'type': 'call', 'children': ['172', '173']}; {'id': '172', 'type': 'identifier', 'children': [], 'value': 'KeyError'}, {'id': '173', 'type': 'argument_list', 'children': ['174']}; {'id': '174', 'type': 'call', 'children': ['175', '178']}, {'id': '175', 'type': 'attribute', 'children': ['176', '177']}; {'id': '176', 'type': 'string', 'children': [], 'value': "'on_missing={}'"}, {'id': '177', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '178', 'type': 'argument_list', 'children': ['179']}, {'id': '179', 'type': 'identifier', 'children': [], 'value': 'on_missing'}; {'id': '180', 'type': 'if_statement', 'children': ['181', '184', '199', '222', '245']}, {'id': '181', 'type': 'comparison_operator', 'children': ['182', '183'], 'value': '=='}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'on_keyerr'}, {'id': '183', 'type': 'string', 'children': [], 'value': "'error'"}; {'id': '184', 'type': 'block', 'children': ['185']}, {'id': '185', 'type': 'expression_statement', 'children': ['186']}; {'id': '186', 'type': 'assignment', 'children': ['187', '188']}, {'id': '187', 'type': 'identifier', 'children': [], 'value': 'edge_attrs'}; {'id': '188', 'type': 'generator_expression', 'children': ['189', '194']}, {'id': '189', 'type': 'tuple', 'children': ['190', '191']}; {'id': '190', 'type': 'identifier', 'children': [], 'value': 'e'}, {'id': '191', 'type': 'subscript', 'children': ['192', '193']}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'd'}, {'id': '193', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '194', 'type': 'for_in_clause', 'children': ['195', '198']}, {'id': '195', 'type': 'pattern_list', 'children': ['196', '197']}; {'id': '196', 'type': 'identifier', 'children': [], 'value': 'e'}, {'id': '197', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'edge_data'}, {'id': '199', 'type': 'elif_clause', 'children': ['200', '203']}; {'id': '200', 'type': 'comparison_operator', 'children': ['201', '202'], 'value': '=='}, {'id': '201', 'type': 'identifier', 'children': [], 'value': 'on_keyerr'}; {'id': '202', 'type': 'string', 'children': [], 'value': "'filter'"}, {'id': '203', 'type': 'block', 'children': ['204']}; {'id': '204', 'type': 'expression_statement', 'children': ['205']}, {'id': '205', 'type': 'assignment', 'children': ['206', '207']}; {'id': '206', 'type': 'identifier', 'children': [], 'value': 'edge_attrs'}, {'id': '207', 'type': 'generator_expression', 'children': ['208', '213', '218']}; {'id': '208', 'type': 'tuple', 'children': ['209', '210']}, {'id': '209', 'type': 'identifier', 'children': [], 'value': 'e'}; {'id': '210', 'type': 'subscript', 'children': ['211', '212']}, {'id': '211', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '212', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '213', 'type': 'for_in_clause', 'children': ['214', '217']}; {'id': '214', 'type': 'pattern_list', 'children': ['215', '216']}, {'id': '215', 'type': 'identifier', 'children': [], 'value': 'e'}; {'id': '216', 'type': 'identifier', 'children': [], 'value': 'd'}, {'id': '217', 'type': 'identifier', 'children': [], 'value': 'edge_data'}; {'id': '218', 'type': 'if_clause', 'children': ['219']}, {'id': '219', 'type': 'comparison_operator', 'children': ['220', '221'], 'value': 'in'}; {'id': '220', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '221', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '222', 'type': 'elif_clause', 'children': ['223', '226']}, {'id': '223', 'type': 'comparison_operator', 'children': ['224', '225'], 'value': '=='}; {'id': '224', 'type': 'identifier', 'children': [], 'value': 'on_keyerr'}, {'id': '225', 'type': 'string', 'children': [], 'value': "'default'"}; {'id': '226', 'type': 'block', 'children': ['227']}, {'id': '227', 'type': 'expression_statement', 'children': ['228']}; {'id': '228', 'type': 'assignment', 'children': ['229', '230']}, {'id': '229', 'type': 'identifier', 'children': [], 'value': 'edge_attrs'}; {'id': '230', 'type': 'generator_expression', 'children': ['231', '240']}, {'id': '231', 'type': 'tuple', 'children': ['232', '233']}; {'id': '232', 'type': 'identifier', 'children': [], 'value': 'e'}, {'id': '233', 'type': 'call', 'children': ['234', '237']}; {'id': '234', 'type': 'attribute', 'children': ['235', '236']}, {'id': '235', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '236', 'type': 'identifier', 'children': [], 'value': 'get'}, {'id': '237', 'type': 'argument_list', 'children': ['238', '239']}; {'id': '238', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '239', 'type': 'identifier', 'children': [], 'value': 'default'}; {'id': '240', 'type': 'for_in_clause', 'children': ['241', '244']}, {'id': '241', 'type': 'pattern_list', 'children': ['242', '243']}; {'id': '242', 'type': 'identifier', 'children': [], 'value': 'e'}, {'id': '243', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '244', 'type': 'identifier', 'children': [], 'value': 'edge_data'}, {'id': '245', 'type': 'else_clause', 'children': ['246']}; {'id': '246', 'type': 'block', 'children': ['247']}, {'id': '247', 'type': 'raise_statement', 'children': ['248']}; {'id': '248', 'type': 'call', 'children': ['249', '250']}, {'id': '249', 'type': 'identifier', 'children': [], 'value': 'KeyError'}; {'id': '250', 'type': 'argument_list', 'children': ['251']}, {'id': '251', 'type': 'call', 'children': ['252', '255']}; {'id': '252', 'type': 'attribute', 'children': ['253', '254']}, {'id': '253', 'type': 'string', 'children': [], 'value': "'on_keyerr={}'"}; {'id': '254', 'type': 'identifier', 'children': [], 'value': 'format'}, {'id': '255', 'type': 'argument_list', 'children': ['256']}; {'id': '256', 'type': 'identifier', 'children': [], 'value': 'on_keyerr'}, {'id': '257', 'type': 'return_statement', 'children': ['258']}
def nx_gen_edge_attrs(G, key, edges=None, default=util_const.NoParam, on_missing='error', on_keyerr='default'): if on_missing is None: on_missing = 'error' if default is util_const.NoParam and on_keyerr == 'default': on_keyerr = 'error' if edges is None: if G.is_multigraph(): raise NotImplementedError('') else: edges = G.edges() if on_missing == 'error': edge_data = (((u, v), G.adj[u][v]) for u, v in edges) elif on_missing == 'filter': edge_data = (((u, v), G.adj[u][v]) for u, v in edges if G.has_edge(u, v)) elif on_missing == 'default': edge_data = (((u, v), G.adj[u][v]) if G.has_edge(u, v) else ((u, v), {}) for u, v in edges) else: raise KeyError('on_missing={}'.format(on_missing)) if on_keyerr == 'error': edge_attrs = ((e, d[key]) for e, d in edge_data) elif on_keyerr == 'filter': edge_attrs = ((e, d[key]) for e, d in edge_data if key in d) elif on_keyerr == 'default': edge_attrs = ((e, d.get(key, default)) for e, d in edge_data) else: raise KeyError('on_keyerr={}'.format(on_keyerr)) return edge_attrs
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'ERROR', 'children': ['2', '3', '5', '10', '15', '16', '18', '188', '199']}; {'id': '2', 'type': 'identifier', 'children': [], 'value': 'nx_ensure_agraph_color'}, {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'graph'}, {'id': '5', 'type': 'import_from_statement', 'children': ['6', '8']}; {'id': '6', 'type': 'dotted_name', 'children': ['7']}, {'id': '7', 'type': 'identifier', 'children': [], 'value': 'plottool'}; {'id': '8', 'type': 'dotted_name', 'children': ['9']}, {'id': '9', 'type': 'identifier', 'children': [], 'value': 'color_funcs'}; {'id': '10', 'type': 'import_statement', 'children': ['11']}, {'id': '11', 'type': 'aliased_import', 'children': ['12', '14']}; {'id': '12', 'type': 'dotted_name', 'children': ['13']}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'plottool'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'pt'}, {'id': '15', 'type': 'identifier', 'children': [], 'value': '_fix_agraph_color'}; {'id': '16', 'type': 'parameters', 'children': ['17']}, {'id': '17', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '18', 'type': 'ERROR', 'children': ['19', '176']}, {'id': '19', 'type': 'ERROR', 'children': ['20', '174', '175']}; {'id': '20', 'type': 'block', 'children': ['21', '31', '41', '45', '61', '155', '160', '173']}, {'id': '21', 'type': 'expression_statement', 'children': ['22']}; {'id': '22', 'type': 'assignment', 'children': ['23', '24']}, {'id': '23', 'type': 'identifier', 'children': [], 'value': 'orig_color'}; {'id': '24', 'type': 'call', 'children': ['25', '28']}, {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'data'}, {'id': '27', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '28', 'type': 'argument_list', 'children': ['29', '30']}, {'id': '29', 'type': 'string', 'children': [], 'value': "'color'"}; {'id': '30', 'type': 'None', 'children': []}, {'id': '31', 'type': 'expression_statement', 'children': ['32']}; 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{'id': '192', 'type': 'identifier', 'children': [], 'value': 'data'}, {'id': '193', 'type': 'identifier', 'children': [], 'value': 'node_data'}; {'id': '194', 'type': 'expression_statement', 'children': ['195']}, {'id': '195', 'type': 'call', 'children': ['196', '197']}; {'id': '196', 'type': 'identifier', 'children': [], 'value': '_fix_agraph_color'}, {'id': '197', 'type': 'argument_list', 'children': ['198']}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'data'}, {'id': '199', 'type': 'block', 'children': ['200']}; {'id': '200', 'type': 'for_statement', 'children': ['201', '205', '213']}, {'id': '201', 'type': 'pattern_list', 'children': ['202', '203', '204']}; {'id': '202', 'type': 'identifier', 'children': [], 'value': 'u'}, {'id': '203', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '204', 'type': 'identifier', 'children': [], 'value': 'edge_data'}, {'id': '205', 'type': 'call', 'children': ['206', '209']}; {'id': '206', 'type': 'attribute', 'children': ['207', '208']}, {'id': '207', 'type': 'identifier', 'children': [], 'value': 'graph'}; {'id': '208', 'type': 'identifier', 'children': [], 'value': 'edges'}, {'id': '209', 'type': 'argument_list', 'children': ['210']}; {'id': '210', 'type': 'keyword_argument', 'children': ['211', '212']}, {'id': '211', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '212', 'type': 'True', 'children': []}, {'id': '213', 'type': 'block', 'children': ['214', '218']}; {'id': '214', 'type': 'expression_statement', 'children': ['215']}, {'id': '215', 'type': 'assignment', 'children': ['216', '217']}; {'id': '216', 'type': 'identifier', 'children': [], 'value': 'data'}, {'id': '217', 'type': 'identifier', 'children': [], 'value': 'edge_data'}; {'id': '218', 'type': 'expression_statement', 'children': ['219']}, {'id': '219', 'type': 'call', 'children': ['220', '221']}; {'id': '220', 'type': 'identifier', 'children': [], 'value': '_fix_agraph_color'}, {'id': '221', 'type': 'argument_list', 'children': ['222']}
def nx_ensure_agraph_color(graph): from plottool import color_funcs import plottool as pt def _fix_agraph_color(data): try: orig_color = data.get('color', None) alpha = data.get('alpha', None) color = orig_color if color is None and alpha is not None: color = [0, 0, 0] if color is not None: color = pt.ensure_nonhex_color(color) color = list(color_funcs.ensure_base255(color)) if alpha is not None: if len(color) == 3: color += [int(alpha * 255)] else: color[3] = int(alpha * 255) color = tuple(color) if len(color) == 3: data['color'] = ' else: data['color'] = ' except Exception as ex: import utool as ut ut.printex(ex, keys=['color', 'orig_color', 'data']) raise for node, node_data in graph.nodes(data=True): data = node_data _fix_agraph_color(data) for u, v, edge_data in graph.edges(data=True): data = edge_data _fix_agraph_color(data)
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'simplify_graph'}, {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'graph'}, {'id': '5', 'type': 'block', 'children': ['6', '11', '25', '34', '68', '78', '127', '133', '139', '146', '153']}; {'id': '6', 'type': 'import_statement', 'children': ['7']}, {'id': '7', 'type': 'aliased_import', 'children': ['8', '10']}; {'id': '8', 'type': 'dotted_name', 'children': ['9']}, {'id': '9', 'type': 'identifier', 'children': [], 'value': 'utool'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'ut'}, {'id': '11', 'type': 'expression_statement', 'children': ['12']}; {'id': '12', 'type': 'assignment', 'children': ['13', '14']}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '14', 'type': 'call', 'children': ['15', '16']}, {'id': '15', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '16', 'type': 'argument_list', 'children': ['17']}, {'id': '17', 'type': 'call', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'list'}, {'id': '19', 'type': 'argument_list', 'children': ['20']}; {'id': '20', 'type': 'call', 'children': ['21', '24']}, {'id': '21', 'type': 'attribute', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'graph'}, {'id': '23', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '24', 'type': 'argument_list', 'children': []}, {'id': '25', 'type': 'expression_statement', 'children': ['26']}; {'id': '26', 'type': 'assignment', 'children': ['27', '28']}, {'id': '27', 'type': 'identifier', 'children': [], 'value': 'node_lookup'}; {'id': '28', 'type': 'call', 'children': ['29', '32']}, {'id': '29', 'type': 'attribute', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'ut'}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'make_index_lookup'}; {'id': '32', 'type': 'argument_list', 'children': ['33']}, {'id': '33', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '34', 'type': 'if_statement', 'children': ['35', '40', '55']}, {'id': '35', 'type': 'call', 'children': ['36', '39']}; {'id': '36', 'type': 'attribute', 'children': ['37', '38']}, {'id': '37', 'type': 'identifier', 'children': [], 'value': 'graph'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'is_multigraph'}, {'id': '39', 'type': 'argument_list', 'children': []}; {'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': 'edges'}; {'id': '44', 'type': 'call', 'children': ['45', '46']}, {'id': '45', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '46', 'type': 'argument_list', 'children': ['47']}, {'id': '47', 'type': 'call', 'children': ['48', '51']}; {'id': '48', 'type': 'attribute', 'children': ['49', '50']}, {'id': '49', 'type': 'identifier', 'children': [], 'value': 'graph'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'edges'}, {'id': '51', 'type': 'argument_list', 'children': ['52']}; {'id': '52', 'type': 'keyword_argument', 'children': ['53', '54']}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '54', 'type': 'True', 'children': []}, {'id': '55', 'type': 'else_clause', 'children': ['56']}; {'id': '56', 'type': 'block', 'children': ['57']}, {'id': '57', 'type': 'expression_statement', 'children': ['58']}; {'id': '58', 'type': 'assignment', 'children': ['59', '60']}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '60', 'type': 'call', 'children': ['61', '62']}, {'id': '61', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '62', 'type': 'argument_list', 'children': ['63']}, {'id': '63', 'type': 'call', 'children': ['64', '67']}; {'id': '64', 'type': 'attribute', 'children': ['65', '66']}, {'id': '65', 'type': 'identifier', 'children': [], 'value': 'graph'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'edges'}, {'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': 'new_nodes'}, {'id': '71', 'type': 'call', 'children': ['72', '75']}; {'id': '72', 'type': 'attribute', 'children': ['73', '74']}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 'ut'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'take'}, {'id': '75', 'type': 'argument_list', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'node_lookup'}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '78', 'type': 'if_statement', 'children': ['79', '84', '107']}, {'id': '79', 'type': 'call', 'children': ['80', '83']}; {'id': '80', 'type': 'attribute', 'children': ['81', '82']}, {'id': '81', 'type': 'identifier', 'children': [], 'value': 'graph'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'is_multigraph'}, {'id': '83', 'type': 'argument_list', 'children': []}; {'id': '84', 'type': 'block', 'children': ['85']}, {'id': '85', 'type': 'expression_statement', 'children': ['86']}; {'id': '86', 'type': 'assignment', 'children': ['87', '88']}, {'id': '87', 'type': 'identifier', 'children': [], 'value': 'new_edges'}; {'id': '88', 'type': 'list_comprehension', 'children': ['89', '104']}, {'id': '89', 'type': 'tuple', 'children': ['90', '95', '100', '103']}; {'id': '90', 'type': 'subscript', 'children': ['91', '92']}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 'node_lookup'}; {'id': '92', 'type': 'subscript', 'children': ['93', '94']}, {'id': '93', 'type': 'identifier', 'children': [], 'value': 'e'}; {'id': '94', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '95', 'type': 'subscript', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'node_lookup'}, {'id': '97', 'type': 'subscript', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'e'}, {'id': '99', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '100', 'type': 'subscript', 'children': ['101', '102']}, {'id': '101', 'type': 'identifier', 'children': [], 'value': 'e'}; {'id': '102', 'type': 'integer', 'children': [], 'value': '2'}, {'id': '103', 'type': 'dictionary', 'children': []}; {'id': '104', 'type': 'for_in_clause', 'children': ['105', '106']}, {'id': '105', 'type': 'identifier', 'children': [], 'value': 'e'}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'edges'}, {'id': '107', 'type': 'else_clause', 'children': ['108']}; {'id': '108', 'type': 'block', 'children': ['109']}, {'id': '109', 'type': 'expression_statement', 'children': ['110']}; {'id': '110', 'type': 'assignment', 'children': ['111', '112']}, {'id': '111', 'type': 'identifier', 'children': [], 'value': 'new_edges'}; {'id': '112', 'type': 'list_comprehension', 'children': ['113', '124']}, {'id': '113', 'type': 'tuple', 'children': ['114', '119']}; {'id': '114', 'type': 'subscript', 'children': ['115', '116']}, {'id': '115', 'type': 'identifier', 'children': [], 'value': 'node_lookup'}; {'id': '116', 'type': 'subscript', 'children': ['117', '118']}, {'id': '117', 'type': 'identifier', 'children': [], 'value': 'e'}; {'id': '118', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '119', 'type': 'subscript', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'node_lookup'}, {'id': '121', 'type': 'subscript', 'children': ['122', '123']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'e'}, {'id': '123', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '124', 'type': 'for_in_clause', 'children': ['125', '126']}, {'id': '125', 'type': 'identifier', 'children': [], 'value': 'e'}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'edges'}, {'id': '127', 'type': 'expression_statement', 'children': ['128']}; {'id': '128', 'type': 'assignment', 'children': ['129', '130']}, {'id': '129', 'type': 'identifier', 'children': [], 'value': 'cls'}; {'id': '130', 'type': 'attribute', 'children': ['131', '132']}, {'id': '131', 'type': 'identifier', 'children': [], 'value': 'graph'}; {'id': '132', 'type': 'identifier', 'children': [], 'value': '__class__'}, {'id': '133', 'type': 'expression_statement', 'children': ['134']}; {'id': '134', 'type': 'assignment', 'children': ['135', '136']}, {'id': '135', 'type': 'identifier', 'children': [], 'value': 'new_graph'}; {'id': '136', 'type': 'call', 'children': ['137', '138']}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'cls'}; {'id': '138', 'type': 'argument_list', 'children': []}, {'id': '139', 'type': 'expression_statement', 'children': ['140']}; {'id': '140', 'type': 'call', 'children': ['141', '144']}, {'id': '141', 'type': 'attribute', 'children': ['142', '143']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'new_graph'}, {'id': '143', 'type': 'identifier', 'children': [], 'value': 'add_nodes_from'}; {'id': '144', 'type': 'argument_list', 'children': ['145']}, {'id': '145', 'type': 'identifier', 'children': [], 'value': 'new_nodes'}; {'id': '146', 'type': 'expression_statement', 'children': ['147']}, {'id': '147', 'type': 'call', 'children': ['148', '151']}; {'id': '148', 'type': 'attribute', 'children': ['149', '150']}, {'id': '149', 'type': 'identifier', 'children': [], 'value': 'new_graph'}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'add_edges_from'}, {'id': '151', 'type': 'argument_list', 'children': ['152']}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'new_edges'}, {'id': '153', 'type': 'return_statement', 'children': ['154']}
def simplify_graph(graph): import utool as ut nodes = sorted(list(graph.nodes())) node_lookup = ut.make_index_lookup(nodes) if graph.is_multigraph(): edges = list(graph.edges(keys=True)) else: edges = list(graph.edges()) new_nodes = ut.take(node_lookup, nodes) if graph.is_multigraph(): new_edges = [(node_lookup[e[0]], node_lookup[e[1]], e[2], {}) for e in edges] else: new_edges = [(node_lookup[e[0]], node_lookup[e[1]]) for e in edges] cls = graph.__class__ new_graph = cls() new_graph.add_nodes_from(new_nodes) new_graph.add_edges_from(new_edges) return new_graph
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'subgraph_from_edges'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'G'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'edge_list'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}, {'id': '7', 'type': 'identifier', 'children': [], 'value': 'ref_back'}; {'id': '8', 'type': 'True', 'children': []}, {'id': '9', 'type': 'block', 'children': ['10', '29', '42', '117']}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}, {'id': '11', 'type': 'assignment', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'sub_nodes'}, {'id': '13', 'type': 'call', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'list'}, {'id': '15', 'type': 'argument_list', 'children': ['16']}; {'id': '16', 'type': 'set_comprehension', 'children': ['17', '18', '21']}, {'id': '17', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '18', 'type': 'for_in_clause', 'children': ['19', '20']}, {'id': '19', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'edge_list'}, {'id': '21', 'type': 'for_in_clause', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'y'}, {'id': '23', 'type': 'subscript', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'x'}, {'id': '25', 'type': 'slice', 'children': ['26', '27', '28']}; {'id': '26', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '27', 'type': 'colon', 'children': []}; {'id': '28', 'type': 'integer', 'children': [], 'value': '2'}, {'id': '29', 'type': 'expression_statement', 'children': ['30']}; {'id': '30', 'type': 'assignment', 'children': ['31', '32']}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'multi_edge_list'}; {'id': '32', 'type': 'list_comprehension', 'children': ['33', '39']}, {'id': '33', 'type': 'subscript', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'edge'}, {'id': '35', 'type': 'slice', 'children': ['36', '37', '38']}; {'id': '36', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '37', 'type': 'colon', 'children': []}; {'id': '38', 'type': 'integer', 'children': [], 'value': '3'}, {'id': '39', 'type': 'for_in_clause', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'edge'}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'edge_list'}; {'id': '42', 'type': 'if_statement', 'children': ['43', '44', '78']}, {'id': '43', 'type': 'identifier', 'children': [], 'value': 'ref_back'}; {'id': '44', 'type': 'block', 'children': ['45', '54']}, {'id': '45', 'type': 'expression_statement', 'children': ['46']}; {'id': '46', 'type': 'assignment', 'children': ['47', '48']}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'G_sub'}; {'id': '48', 'type': 'call', 'children': ['49', '52']}, {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'G'}, {'id': '51', 'type': 'identifier', 'children': [], 'value': 'subgraph'}; {'id': '52', 'type': 'argument_list', 'children': ['53']}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'sub_nodes'}; {'id': '54', 'type': 'for_statement', 'children': ['55', '56', '64']}, {'id': '55', 'type': 'identifier', 'children': [], 'value': 'edge'}; {'id': '56', 'type': 'call', 'children': ['57', '60']}, {'id': '57', 'type': 'attribute', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'G_sub'}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '60', 'type': 'argument_list', 'children': ['61']}, {'id': '61', 'type': 'keyword_argument', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'keys'}, {'id': '63', 'type': 'True', 'children': []}; {'id': '64', 'type': 'block', 'children': ['65']}, {'id': '65', 'type': 'if_statement', 'children': ['66', '69']}; {'id': '66', 'type': 'comparison_operator', 'children': ['67', '68'], 'value': 'not'}, {'id': '67', 'type': 'identifier', 'children': [], 'value': 'edge'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'multi_edge_list'}, {'id': '69', 'type': 'block', 'children': ['70']}; {'id': '70', 'type': 'expression_statement', 'children': ['71']}, {'id': '71', 'type': 'call', 'children': ['72', '75']}; {'id': '72', 'type': 'attribute', 'children': ['73', '74']}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 'G_sub'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'remove_edge'}, {'id': '75', 'type': 'argument_list', 'children': ['76']}; {'id': '76', 'type': 'list_splat', 'children': ['77']}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'edge'}; {'id': '78', 'type': 'else_clause', 'children': ['79']}, {'id': '79', 'type': 'block', 'children': ['80', '93']}; {'id': '80', 'type': 'expression_statement', 'children': ['81']}, {'id': '81', 'type': 'assignment', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'G_sub'}, {'id': '83', 'type': 'call', 'children': ['84', '92']}; {'id': '84', 'type': 'attribute', 'children': ['85', '91']}, {'id': '85', 'type': 'call', 'children': ['86', '89']}; {'id': '86', 'type': 'attribute', 'children': ['87', '88']}, {'id': '87', 'type': 'identifier', 'children': [], 'value': 'G'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'subgraph'}, {'id': '89', 'type': 'argument_list', 'children': ['90']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'sub_nodes'}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 'copy'}; {'id': '92', 'type': 'argument_list', 'children': []}, {'id': '93', 'type': 'for_statement', 'children': ['94', '95', '103']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'edge'}, {'id': '95', 'type': 'call', 'children': ['96', '99']}; {'id': '96', 'type': 'attribute', 'children': ['97', '98']}, {'id': '97', 'type': 'identifier', 'children': [], 'value': 'G_sub'}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'edges'}, {'id': '99', 'type': 'argument_list', 'children': ['100']}; {'id': '100', 'type': 'keyword_argument', 'children': ['101', '102']}, {'id': '101', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '102', 'type': 'True', 'children': []}, {'id': '103', 'type': 'block', 'children': ['104']}; {'id': '104', 'type': 'if_statement', 'children': ['105', '108']}, {'id': '105', 'type': 'comparison_operator', 'children': ['106', '107'], 'value': 'not'}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'edge'}, {'id': '107', 'type': 'identifier', 'children': [], 'value': 'multi_edge_list'}; {'id': '108', 'type': 'block', 'children': ['109']}, {'id': '109', 'type': 'expression_statement', 'children': ['110']}; {'id': '110', 'type': 'call', 'children': ['111', '114']}, {'id': '111', 'type': 'attribute', 'children': ['112', '113']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'G_sub'}, {'id': '113', 'type': 'identifier', 'children': [], 'value': 'remove_edge'}; {'id': '114', 'type': 'argument_list', 'children': ['115']}, {'id': '115', 'type': 'list_splat', 'children': ['116']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'edge'}, {'id': '117', 'type': 'return_statement', 'children': ['118']}
def subgraph_from_edges(G, edge_list, ref_back=True): sub_nodes = list({y for x in edge_list for y in x[0:2]}) multi_edge_list = [edge[0:3] for edge in edge_list] if ref_back: G_sub = G.subgraph(sub_nodes) for edge in G_sub.edges(keys=True): if edge not in multi_edge_list: G_sub.remove_edge(*edge) else: G_sub = G.subgraph(sub_nodes).copy() for edge in G_sub.edges(keys=True): if edge not in multi_edge_list: G_sub.remove_edge(*edge) return G_sub
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '30']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'bfs_conditional'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9', '12', '15', '18', '21', '24', '27']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'G'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'source'}; {'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': 'keys'}, {'id': '11', 'type': 'True', 'children': []}; {'id': '12', 'type': 'default_parameter', 'children': ['13', '14']}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '14', 'type': 'False', 'children': []}, {'id': '15', 'type': 'default_parameter', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'yield_nodes'}, {'id': '17', 'type': 'True', 'children': []}; {'id': '18', 'type': 'default_parameter', 'children': ['19', '20']}, {'id': '19', 'type': 'identifier', 'children': [], 'value': 'yield_if'}; {'id': '20', 'type': 'None', 'children': []}, {'id': '21', 'type': 'default_parameter', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'continue_if'}, {'id': '23', 'type': 'None', 'children': []}; {'id': '24', 'type': 'default_parameter', 'children': ['25', '26']}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 'visited_nodes'}; {'id': '26', 'type': 'None', 'children': []}, {'id': '27', 'type': 'default_parameter', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'yield_source'}, {'id': '29', 'type': 'False', 'children': []}; {'id': '30', 'type': 'block', 'children': ['31', '48', '90', '99', '120', '170']}, {'id': '31', 'type': 'if_statement', 'children': ['32', '39']}; {'id': '32', 'type': 'boolean_operator', 'children': ['33', '34'], 'value': 'and'}, {'id': '33', 'type': 'identifier', 'children': [], 'value': 'reverse'}; {'id': '34', 'type': 'call', 'children': ['35', '36']}, {'id': '35', 'type': 'identifier', 'children': [], 'value': 'hasattr'}; {'id': '36', 'type': 'argument_list', 'children': ['37', '38']}, {'id': '37', 'type': 'identifier', 'children': [], 'value': 'G'}; {'id': '38', 'type': 'string', 'children': [], 'value': "'reverse'"}, {'id': '39', 'type': 'block', 'children': ['40']}; {'id': '40', 'type': 'expression_statement', 'children': ['41']}, {'id': '41', 'type': 'assignment', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'G'}, {'id': '43', 'type': 'call', 'children': ['44', '47']}; {'id': '44', 'type': 'attribute', 'children': ['45', '46']}, {'id': '45', 'type': 'identifier', 'children': [], 'value': 'G'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'reverse'}, {'id': '47', 'type': 'argument_list', 'children': []}; {'id': '48', 'type': 'if_statement', 'children': ['49', '56', '71']}, {'id': '49', 'type': 'call', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'isinstance'}, {'id': '51', 'type': 'argument_list', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'G'}, {'id': '53', 'type': 'attribute', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'nx'}, {'id': '55', 'type': 'identifier', 'children': [], 'value': 'Graph'}; {'id': '56', 'type': 'block', 'children': ['57']}, {'id': '57', 'type': 'expression_statement', 'children': ['58']}; {'id': '58', 'type': 'assignment', 'children': ['59', '60']}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'neighbors'}; {'id': '60', 'type': 'call', 'children': ['61', '64']}, {'id': '61', 'type': 'attribute', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'functools'}, {'id': '63', 'type': 'identifier', 'children': [], 'value': 'partial'}; {'id': '64', 'type': 'argument_list', 'children': ['65', '68']}, {'id': '65', 'type': 'attribute', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'G'}, {'id': '67', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '68', 'type': 'keyword_argument', 'children': ['69', '70']}, {'id': '69', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'data'}, {'id': '71', 'type': 'else_clause', 'children': ['72']}; {'id': '72', 'type': 'block', 'children': ['73']}, {'id': '73', 'type': 'expression_statement', 'children': ['74']}; {'id': '74', 'type': 'assignment', 'children': ['75', '76']}, {'id': '75', 'type': 'identifier', 'children': [], 'value': 'neighbors'}; {'id': '76', 'type': 'call', 'children': ['77', '80']}, {'id': '77', 'type': 'attribute', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'functools'}, {'id': '79', 'type': 'identifier', 'children': [], 'value': 'partial'}; {'id': '80', 'type': 'argument_list', 'children': ['81', '84', '87']}, {'id': '81', 'type': 'attribute', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'G'}, {'id': '83', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '84', 'type': 'keyword_argument', 'children': ['85', '86']}, {'id': '85', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'keys'}, {'id': '87', 'type': 'keyword_argument', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'data'}, {'id': '89', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '90', 'type': 'expression_statement', 'children': ['91']}, {'id': '91', 'type': 'assignment', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'queue'}, {'id': '93', 'type': 'call', 'children': ['94', '97']}; {'id': '94', 'type': 'attribute', 'children': ['95', '96']}, {'id': '95', 'type': 'identifier', 'children': [], 'value': 'collections'}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'deque'}, {'id': '97', 'type': 'argument_list', 'children': ['98']}; {'id': '98', 'type': 'list', 'children': [], 'value': '[]'}, {'id': '99', 'type': 'if_statement', 'children': ['100', '103', '111']}; {'id': '100', 'type': 'comparison_operator', 'children': ['101', '102'], 'value': 'is'}, {'id': '101', 'type': 'identifier', 'children': [], 'value': 'visited_nodes'}; {'id': '102', 'type': 'None', 'children': []}, {'id': '103', 'type': 'block', 'children': ['104']}; {'id': '104', 'type': 'expression_statement', 'children': ['105']}, {'id': '105', 'type': 'assignment', 'children': ['106', '107']}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'visited_nodes'}, {'id': '107', 'type': 'call', 'children': ['108', '109']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'set'}, {'id': '109', 'type': 'argument_list', 'children': ['110']}; {'id': '110', 'type': 'list', 'children': [], 'value': '[]'}, {'id': '111', 'type': 'else_clause', 'children': ['112']}; {'id': '112', 'type': 'block', 'children': ['113']}, {'id': '113', 'type': 'expression_statement', 'children': ['114']}; {'id': '114', 'type': 'assignment', 'children': ['115', '116']}, {'id': '115', 'type': 'identifier', 'children': [], 'value': 'visited_nodes'}; {'id': '116', 'type': 'call', 'children': ['117', '118']}, {'id': '117', 'type': 'identifier', 'children': [], 'value': 'set'}; {'id': '118', 'type': 'argument_list', 'children': ['119']}, {'id': '119', 'type': 'identifier', 'children': [], 'value': 'visited_nodes'}; {'id': '120', 'type': 'if_statement', 'children': ['121', '124']}, {'id': '121', 'type': 'comparison_operator', 'children': ['122', '123'], 'value': 'not'}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'source'}, {'id': '123', 'type': 'identifier', 'children': [], 'value': 'visited_nodes'}; {'id': '124', 'type': 'block', 'children': ['125', '133', '140', '147', '161']}, {'id': '125', 'type': 'if_statement', 'children': ['126', '129']}; {'id': '126', 'type': 'boolean_operator', 'children': ['127', '128'], 'value': 'and'}, {'id': '127', 'type': 'identifier', 'children': [], 'value': 'yield_nodes'}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'yield_source'}, {'id': '129', 'type': 'block', 'children': ['130']}; {'id': '130', 'type': 'expression_statement', 'children': ['131']}, {'id': '131', 'type': 'yield', 'children': ['132']}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'source'}, {'id': '133', 'type': 'expression_statement', 'children': ['134']}; {'id': '134', 'type': 'call', 'children': ['135', '138']}, {'id': '135', 'type': 'attribute', 'children': ['136', '137']}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'visited_nodes'}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'add'}; {'id': '138', 'type': 'argument_list', 'children': ['139']}, {'id': '139', 'type': 'identifier', 'children': [], 'value': 'source'}; {'id': '140', 'type': 'expression_statement', 'children': ['141']}, {'id': '141', 'type': 'assignment', 'children': ['142', '143']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'new_edges'}, {'id': '143', 'type': 'call', 'children': ['144', '145']}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'neighbors'}, {'id': '145', 'type': 'argument_list', 'children': ['146']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'source'}, {'id': '147', 'type': 'if_statement', 'children': ['148', '153']}; {'id': '148', 'type': 'call', 'children': ['149', '150']}, {'id': '149', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '150', 'type': 'argument_list', 'children': ['151', '152']}, {'id': '151', 'type': 'identifier', 'children': [], 'value': 'new_edges'}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'list'}, {'id': '153', 'type': 'block', 'children': ['154']}; {'id': '154', 'type': 'expression_statement', 'children': ['155']}, {'id': '155', 'type': 'assignment', 'children': ['156', '157']}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'new_edges'}, {'id': '157', 'type': 'call', 'children': ['158', '159']}; {'id': '158', 'type': 'identifier', 'children': [], 'value': 'iter'}, {'id': '159', 'type': 'argument_list', 'children': ['160']}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'new_edges'}, {'id': '161', 'type': 'expression_statement', 'children': ['162']}; {'id': '162', 'type': 'call', 'children': ['163', '166']}, {'id': '163', 'type': 'attribute', 'children': ['164', '165']}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'queue'}, {'id': '165', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '166', 'type': 'argument_list', 'children': ['167']}, {'id': '167', 'type': 'tuple', 'children': ['168', '169']}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'source'}, {'id': '169', 'type': 'identifier', 'children': [], 'value': 'new_edges'}; {'id': '170', 'type': 'while_statement', 'children': ['171', '172']}, {'id': '171', 'type': 'identifier', 'children': [], 'value': 'queue'}; {'id': '172', 'type': 'block', 'children': ['173', '181', '285']}, {'id': '173', 'type': 'expression_statement', 'children': ['174']}; {'id': '174', 'type': 'assignment', 'children': ['175', '178']}, {'id': '175', 'type': 'pattern_list', 'children': ['176', '177']}; {'id': '176', 'type': 'identifier', 'children': [], 'value': 'parent'}, {'id': '177', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '178', 'type': 'subscript', 'children': ['179', '180']}, {'id': '179', 'type': 'identifier', 'children': [], 'value': 'queue'}; {'id': '180', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '181', 'type': 'for_statement', 'children': ['182', '183', '184']}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'edge'}, {'id': '183', 'type': 'identifier', 'children': [], 'value': 'edges'}; {'id': '184', 'type': 'block', 'children': ['185', '191', '231']}, {'id': '185', 'type': 'expression_statement', 'children': ['186']}; {'id': '186', 'type': 'assignment', 'children': ['187', '188']}, {'id': '187', 'type': 'identifier', 'children': [], 'value': 'child'}; {'id': '188', 'type': 'subscript', 'children': ['189', '190']}, {'id': '189', 'type': 'identifier', 'children': [], 'value': 'edge'}; {'id': '190', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '191', 'type': 'if_statement', 'children': ['192', '193', '214']}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'yield_nodes'}, {'id': '193', 'type': 'block', 'children': ['194']}; {'id': '194', 'type': 'if_statement', 'children': ['195', '198']}, {'id': '195', 'type': 'comparison_operator', 'children': ['196', '197'], 'value': 'not'}; {'id': '196', 'type': 'identifier', 'children': [], 'value': 'child'}, {'id': '197', 'type': 'identifier', 'children': [], 'value': 'visited_nodes'}; {'id': '198', 'type': 'block', 'children': ['199']}, {'id': '199', 'type': 'if_statement', 'children': ['200', '210']}; {'id': '200', 'type': 'boolean_operator', 'children': ['201', '204'], 'value': 'or'}, {'id': '201', 'type': 'comparison_operator', 'children': ['202', '203'], 'value': 'is'}; {'id': '202', 'type': 'identifier', 'children': [], 'value': 'yield_if'}, {'id': '203', 'type': 'None', 'children': []}; {'id': '204', 'type': 'call', 'children': ['205', '206']}, {'id': '205', 'type': 'identifier', 'children': [], 'value': 'yield_if'}; {'id': '206', 'type': 'argument_list', 'children': ['207', '208', '209']}, {'id': '207', 'type': 'identifier', 'children': [], 'value': 'G'}; {'id': '208', 'type': 'identifier', 'children': [], 'value': 'child'}, {'id': '209', 'type': 'identifier', 'children': [], 'value': 'edge'}; {'id': '210', 'type': 'block', 'children': ['211']}, {'id': '211', 'type': 'expression_statement', 'children': ['212']}; {'id': '212', 'type': 'yield', 'children': ['213']}, {'id': '213', 'type': 'identifier', 'children': [], 'value': 'child'}; {'id': '214', 'type': 'else_clause', 'children': ['215']}, {'id': '215', 'type': 'block', 'children': ['216']}; {'id': '216', 'type': 'if_statement', 'children': ['217', '227']}, {'id': '217', 'type': 'boolean_operator', 'children': ['218', '221'], 'value': 'or'}; {'id': '218', 'type': 'comparison_operator', 'children': ['219', '220'], 'value': 'is'}, {'id': '219', 'type': 'identifier', 'children': [], 'value': 'yield_if'}; {'id': '220', 'type': 'None', 'children': []}, {'id': '221', 'type': 'call', 'children': ['222', '223']}; {'id': '222', 'type': 'identifier', 'children': [], 'value': 'yield_if'}, {'id': '223', 'type': 'argument_list', 'children': ['224', '225', '226']}; {'id': '224', 'type': 'identifier', 'children': [], 'value': 'G'}, {'id': '225', 'type': 'identifier', 'children': [], 'value': 'child'}; {'id': '226', 'type': 'identifier', 'children': [], 'value': 'edge'}, {'id': '227', 'type': 'block', 'children': ['228']}; {'id': '228', 'type': 'expression_statement', 'children': ['229']}, {'id': '229', 'type': 'yield', 'children': ['230']}; {'id': '230', 'type': 'identifier', 'children': [], 'value': 'edge'}, {'id': '231', 'type': 'if_statement', 'children': ['232', '235']}; {'id': '232', 'type': 'comparison_operator', 'children': ['233', '234'], 'value': 'not'}, {'id': '233', 'type': 'identifier', 'children': [], 'value': 'child'}; {'id': '234', 'type': 'identifier', 'children': [], 'value': 'visited_nodes'}, {'id': '235', 'type': 'block', 'children': ['236', '243']}; {'id': '236', 'type': 'expression_statement', 'children': ['237']}, {'id': '237', 'type': 'call', 'children': ['238', '241']}; {'id': '238', 'type': 'attribute', 'children': ['239', '240']}, {'id': '239', 'type': 'identifier', 'children': [], 'value': 'visited_nodes'}; {'id': '240', 'type': 'identifier', 'children': [], 'value': 'add'}, {'id': '241', 'type': 'argument_list', 'children': ['242']}; {'id': '242', 'type': 'identifier', 'children': [], 'value': 'child'}, {'id': '243', 'type': 'if_statement', 'children': ['244', '254']}; {'id': '244', 'type': 'boolean_operator', 'children': ['245', '248'], 'value': 'or'}, {'id': '245', 'type': 'comparison_operator', 'children': ['246', '247'], 'value': 'is'}; {'id': '246', 'type': 'identifier', 'children': [], 'value': 'continue_if'}, {'id': '247', 'type': 'None', 'children': []}; {'id': '248', 'type': 'call', 'children': ['249', '250']}, {'id': '249', 'type': 'identifier', 'children': [], 'value': 'continue_if'}; {'id': '250', 'type': 'argument_list', 'children': ['251', '252', '253']}, {'id': '251', 'type': 'identifier', 'children': [], 'value': 'G'}; {'id': '252', 'type': 'identifier', 'children': [], 'value': 'child'}, {'id': '253', 'type': 'identifier', 'children': [], 'value': 'edge'}; {'id': '254', 'type': 'block', 'children': ['255', '262', '276']}, {'id': '255', 'type': 'expression_statement', 'children': ['256']}; {'id': '256', 'type': 'assignment', 'children': ['257', '258']}, {'id': '257', 'type': 'identifier', 'children': [], 'value': 'new_edges'}; {'id': '258', 'type': 'call', 'children': ['259', '260']}, {'id': '259', 'type': 'identifier', 'children': [], 'value': 'neighbors'}; {'id': '260', 'type': 'argument_list', 'children': ['261']}, {'id': '261', 'type': 'identifier', 'children': [], 'value': 'child'}; {'id': '262', 'type': 'if_statement', 'children': ['263', '268']}, {'id': '263', 'type': 'call', 'children': ['264', '265']}; {'id': '264', 'type': 'identifier', 'children': [], 'value': 'isinstance'}, {'id': '265', 'type': 'argument_list', 'children': ['266', '267']}; {'id': '266', 'type': 'identifier', 'children': [], 'value': 'new_edges'}, {'id': '267', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '268', 'type': 'block', 'children': ['269']}, {'id': '269', 'type': 'expression_statement', 'children': ['270']}; {'id': '270', 'type': 'assignment', 'children': ['271', '272']}, {'id': '271', 'type': 'identifier', 'children': [], 'value': 'new_edges'}; {'id': '272', 'type': 'call', 'children': ['273', '274']}, {'id': '273', 'type': 'identifier', 'children': [], 'value': 'iter'}; {'id': '274', 'type': 'argument_list', 'children': ['275']}, {'id': '275', 'type': 'identifier', 'children': [], 'value': 'new_edges'}; {'id': '276', 'type': 'expression_statement', 'children': ['277']}, {'id': '277', 'type': 'call', 'children': ['278', '281']}; {'id': '278', 'type': 'attribute', 'children': ['279', '280']}, {'id': '279', 'type': 'identifier', 'children': [], 'value': 'queue'}; {'id': '280', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '281', 'type': 'argument_list', 'children': ['282']}; {'id': '282', 'type': 'tuple', 'children': ['283', '284']}, {'id': '283', 'type': 'identifier', 'children': [], 'value': 'child'}; {'id': '284', 'type': 'identifier', 'children': [], 'value': 'new_edges'}, {'id': '285', 'type': 'expression_statement', 'children': ['286']}; {'id': '286', 'type': 'call', 'children': ['287', '290']}, {'id': '287', 'type': 'attribute', 'children': ['288', '289']}; {'id': '288', 'type': 'identifier', 'children': [], 'value': 'queue'}, {'id': '289', 'type': 'identifier', 'children': [], 'value': 'popleft'}
def bfs_conditional(G, source, reverse=False, keys=True, data=False, yield_nodes=True, yield_if=None, continue_if=None, visited_nodes=None, yield_source=False): if reverse and hasattr(G, 'reverse'): G = G.reverse() if isinstance(G, nx.Graph): neighbors = functools.partial(G.edges, data=data) else: neighbors = functools.partial(G.edges, keys=keys, data=data) queue = collections.deque([]) if visited_nodes is None: visited_nodes = set([]) else: visited_nodes = set(visited_nodes) if source not in visited_nodes: if yield_nodes and yield_source: yield source visited_nodes.add(source) new_edges = neighbors(source) if isinstance(new_edges, list): new_edges = iter(new_edges) queue.append((source, new_edges)) while queue: parent, edges = queue[0] for edge in edges: child = edge[1] if yield_nodes: if child not in visited_nodes: if yield_if is None or yield_if(G, child, edge): yield child else: if yield_if is None or yield_if(G, child, edge): yield edge if child not in visited_nodes: visited_nodes.add(child) if continue_if is None or continue_if(G, child, edge): new_edges = neighbors(child) if isinstance(new_edges, list): new_edges = iter(new_edges) queue.append((child, new_edges)) queue.popleft()
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'approx_min_num_components'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'nodes'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'negative_edges'}; {'id': '6', 'type': 'block', 'children': ['7', '12', '16', '24', '31', '38', '86', '107', '118', '127', '157', '275', '283']}, {'id': '7', 'type': 'import_statement', 'children': ['8']}; {'id': '8', 'type': 'aliased_import', 'children': ['9', '11']}, {'id': '9', 'type': 'dotted_name', 'children': ['10']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'utool'}, {'id': '11', 'type': 'identifier', 'children': [], 'value': 'ut'}; {'id': '12', 'type': 'expression_statement', 'children': ['13']}, {'id': '13', 'type': 'assignment', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'num'}, {'id': '15', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}, {'id': '17', 'type': 'assignment', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'g_neg'}, {'id': '19', 'type': 'call', 'children': ['20', '23']}; {'id': '20', 'type': 'attribute', 'children': ['21', '22']}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'nx'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'Graph'}, {'id': '23', 'type': 'argument_list', 'children': []}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}, {'id': '25', 'type': 'call', 'children': ['26', '29']}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}, {'id': '27', 'type': 'identifier', 'children': [], 'value': 'g_neg'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'add_nodes_from'}, {'id': '29', 'type': 'argument_list', 'children': ['30']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'nodes'}, {'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': 'g_neg'}, {'id': '35', 'type': 'identifier', 'children': [], 'value': 'add_edges_from'}; {'id': '36', 'type': 'argument_list', 'children': ['37']}, {'id': '37', 'type': 'identifier', 'children': [], 'value': 'negative_edges'}; {'id': '38', 'type': 'if_statement', 'children': ['39', '47', '66']}, {'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': 'nx'}, {'id': '43', 'type': 'identifier', 'children': [], 'value': '__version__'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'startswith'}, {'id': '45', 'type': 'argument_list', 'children': ['46']}; {'id': '46', 'type': 'string', 'children': [], 'value': "'2'"}, {'id': '47', 'type': 'block', 'children': ['48']}; {'id': '48', 'type': 'expression_statement', 'children': ['49']}, {'id': '49', 'type': 'assignment', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'deg0_nodes'}, {'id': '51', 'type': 'list_comprehension', 'children': ['52', '53', '62']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'n'}, {'id': '53', 'type': 'for_in_clause', 'children': ['54', '57']}; {'id': '54', 'type': 'pattern_list', 'children': ['55', '56']}, {'id': '55', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'd'}, {'id': '57', 'type': 'call', 'children': ['58', '61']}; {'id': '58', 'type': 'attribute', 'children': ['59', '60']}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'g_neg'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'degree'}, {'id': '61', 'type': 'argument_list', 'children': []}; {'id': '62', 'type': 'if_clause', 'children': ['63']}, {'id': '63', 'type': 'comparison_operator', 'children': ['64', '65'], 'value': '=='}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'd'}, {'id': '65', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '66', 'type': 'else_clause', 'children': ['67']}, {'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': 'deg0_nodes'}, {'id': '71', 'type': 'list_comprehension', 'children': ['72', '73', '82']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'n'}, {'id': '73', 'type': 'for_in_clause', 'children': ['74', '77']}; {'id': '74', 'type': 'pattern_list', 'children': ['75', '76']}, {'id': '75', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'd'}, {'id': '77', 'type': 'call', 'children': ['78', '81']}; {'id': '78', 'type': 'attribute', 'children': ['79', '80']}, {'id': '79', 'type': 'identifier', 'children': [], 'value': 'g_neg'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'degree_iter'}, {'id': '81', 'type': 'argument_list', 'children': []}; {'id': '82', 'type': 'if_clause', 'children': ['83']}, {'id': '83', 'type': 'comparison_operator', 'children': ['84', '85'], 'value': '=='}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'd'}, {'id': '85', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '86', 'type': 'for_statement', 'children': ['87', '90', '96']}, {'id': '87', 'type': 'pattern_list', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'u'}, {'id': '89', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '90', 'type': 'call', 'children': ['91', '94']}, {'id': '91', 'type': 'attribute', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'ut'}, {'id': '93', 'type': 'identifier', 'children': [], 'value': 'itertwo'}; {'id': '94', 'type': 'argument_list', 'children': ['95']}, {'id': '95', 'type': 'identifier', 'children': [], 'value': 'deg0_nodes'}; {'id': '96', 'type': 'block', 'children': ['97']}, {'id': '97', 'type': 'expression_statement', 'children': ['98']}; {'id': '98', 'type': 'call', 'children': ['99', '100']}, {'id': '99', 'type': 'identifier', 'children': [], 'value': 'nx_contracted_nodes'}; {'id': '100', 'type': 'argument_list', 'children': ['101', '102', '103', '104']}, {'id': '101', 'type': 'identifier', 'children': [], 'value': 'g_neg'}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'v'}, {'id': '103', 'type': 'identifier', 'children': [], 'value': 'u'}; {'id': '104', 'type': 'keyword_argument', 'children': ['105', '106']}, {'id': '105', 'type': 'identifier', 'children': [], 'value': 'inplace'}; {'id': '106', 'type': 'True', 'children': []}, {'id': '107', 'type': 'expression_statement', 'children': ['108']}; {'id': '108', 'type': 'assignment', 'children': ['109', '110']}, {'id': '109', 'type': 'identifier', 'children': [], 'value': 'unused'}; {'id': '110', 'type': 'call', 'children': ['111', '112']}, {'id': '111', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '112', 'type': 'argument_list', 'children': ['113']}, {'id': '113', 'type': 'call', 'children': ['114', '117']}; {'id': '114', 'type': 'attribute', 'children': ['115', '116']}, {'id': '115', 'type': 'identifier', 'children': [], 'value': 'g_neg'}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'nodes'}, {'id': '117', 'type': 'argument_list', 'children': []}; {'id': '118', 'type': 'expression_statement', 'children': ['119']}, {'id': '119', 'type': 'assignment', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'g_pos'}, {'id': '121', 'type': 'call', 'children': ['122', '125']}; {'id': '122', 'type': 'attribute', 'children': ['123', '124']}, {'id': '123', 'type': 'identifier', 'children': [], 'value': 'nx'}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'complement'}, {'id': '125', 'type': 'argument_list', 'children': ['126']}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'g_neg'}, {'id': '127', 'type': 'if_statement', 'children': ['128', '129']}; {'id': '128', 'type': 'False', 'children': []}, {'id': '129', 'type': 'block', 'children': ['130', '137', '148', '155']}; {'id': '130', 'type': 'import_from_statement', 'children': ['131', '135']}, {'id': '131', 'type': 'dotted_name', 'children': ['132', '133', '134']}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'networkx'}, {'id': '133', 'type': 'identifier', 'children': [], 'value': 'algorithms'}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'approximation'}, {'id': '135', 'type': 'dotted_name', 'children': ['136']}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'clique'}, {'id': '137', 'type': 'expression_statement', 'children': ['138']}; {'id': '138', 'type': 'assignment', 'children': ['139', '142']}, {'id': '139', 'type': 'pattern_list', 'children': ['140', '141']}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'maxiset'}, {'id': '141', 'type': 'identifier', 'children': [], 'value': 'cliques'}; {'id': '142', 'type': 'call', 'children': ['143', '146']}, {'id': '143', 'type': 'attribute', 'children': ['144', '145']}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'clique'}, {'id': '145', 'type': 'identifier', 'children': [], 'value': 'clique_removal'}; {'id': '146', 'type': 'argument_list', 'children': ['147']}, {'id': '147', 'type': 'identifier', 'children': [], 'value': 'g_pos'}; {'id': '148', 'type': 'expression_statement', 'children': ['149']}, {'id': '149', 'type': 'assignment', 'children': ['150', '151']}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'num'}, {'id': '151', 'type': 'call', 'children': ['152', '153']}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '153', 'type': 'argument_list', 'children': ['154']}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'cliques'}, {'id': '155', 'type': 'return_statement', 'children': ['156']}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'num'}, {'id': '157', 'type': 'while_statement', 'children': ['158', '164']}; {'id': '158', 'type': 'comparison_operator', 'children': ['159', '163'], 'value': '>'}, {'id': '159', 'type': 'call', 'children': ['160', '161']}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '161', 'type': 'argument_list', 'children': ['162']}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'unused'}, {'id': '163', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '164', 'type': 'block', 'children': ['165', '169', '173', '179', '186', '198', '208']}, {'id': '165', 'type': 'expression_statement', 'children': ['166']}; {'id': '166', 'type': 'augmented_assignment', 'children': ['167', '168'], 'value': '+='}, {'id': '167', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '168', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '169', 'type': 'expression_statement', 'children': ['170']}; {'id': '170', 'type': 'assignment', 'children': ['171', '172']}, {'id': '171', 'type': 'identifier', 'children': [], 'value': 'idx1'}; {'id': '172', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '173', 'type': 'expression_statement', 'children': ['174']}; {'id': '174', 'type': 'assignment', 'children': ['175', '176']}, {'id': '175', 'type': 'identifier', 'children': [], 'value': 'n1'}; {'id': '176', 'type': 'subscript', 'children': ['177', '178']}, {'id': '177', 'type': 'identifier', 'children': [], 'value': 'unused'}; {'id': '178', 'type': 'identifier', 'children': [], 'value': 'idx1'}, {'id': '179', 'type': 'expression_statement', 'children': ['180']}; {'id': '180', 'type': 'call', 'children': ['181', '184']}, {'id': '181', 'type': 'attribute', 'children': ['182', '183']}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'unused'}, {'id': '183', 'type': 'identifier', 'children': [], 'value': 'remove'}; {'id': '184', 'type': 'argument_list', 'children': ['185']}, {'id': '185', 'type': 'identifier', 'children': [], 'value': 'n1'}; {'id': '186', 'type': 'expression_statement', 'children': ['187']}, {'id': '187', 'type': 'assignment', 'children': ['188', '189']}; {'id': '188', 'type': 'identifier', 'children': [], 'value': 'neigbs'}, {'id': '189', 'type': 'call', 'children': ['190', '191']}; {'id': '190', 'type': 'identifier', 'children': [], 'value': 'list'}, {'id': '191', 'type': 'argument_list', 'children': ['192']}; {'id': '192', 'type': 'call', 'children': ['193', '196']}, {'id': '193', 'type': 'attribute', 'children': ['194', '195']}; {'id': '194', 'type': 'identifier', 'children': [], 'value': 'g_pos'}, {'id': '195', 'type': 'identifier', 'children': [], 'value': 'neighbors'}; {'id': '196', 'type': 'argument_list', 'children': ['197']}, {'id': '197', 'type': 'identifier', 'children': [], 'value': 'n1'}; {'id': '198', 'type': 'expression_statement', 'children': ['199']}, {'id': '199', 'type': 'assignment', 'children': ['200', '201']}; {'id': '200', 'type': 'identifier', 'children': [], 'value': 'neigbs'}, {'id': '201', 'type': 'call', 'children': ['202', '205']}; {'id': '202', 'type': 'attribute', 'children': ['203', '204']}, {'id': '203', 'type': 'identifier', 'children': [], 'value': 'ut'}; {'id': '204', 'type': 'identifier', 'children': [], 'value': 'isect'}, {'id': '205', 'type': 'argument_list', 'children': ['206', '207']}; {'id': '206', 'type': 'identifier', 'children': [], 'value': 'neigbs'}, {'id': '207', 'type': 'identifier', 'children': [], 'value': 'unused'}; {'id': '208', 'type': 'while_statement', 'children': ['209', '215']}, {'id': '209', 'type': 'comparison_operator', 'children': ['210', '214'], 'value': '>'}; {'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': 'neigbs'}; {'id': '214', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '215', 'type': 'block', 'children': ['216', '220', '226', '233', '244', '253', '265']}; {'id': '216', 'type': 'expression_statement', 'children': ['217']}, {'id': '217', 'type': 'assignment', 'children': ['218', '219']}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'idx2'}, {'id': '219', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '220', 'type': 'expression_statement', 'children': ['221']}, {'id': '221', 'type': 'assignment', 'children': ['222', '223']}; {'id': '222', 'type': 'identifier', 'children': [], 'value': 'n2'}, {'id': '223', 'type': 'subscript', 'children': ['224', '225']}; {'id': '224', 'type': 'identifier', 'children': [], 'value': 'neigbs'}, {'id': '225', 'type': 'identifier', 'children': [], 'value': 'idx2'}; {'id': '226', 'type': 'expression_statement', 'children': ['227']}, {'id': '227', 'type': 'call', 'children': ['228', '231']}; {'id': '228', 'type': 'attribute', 'children': ['229', '230']}, {'id': '229', 'type': 'identifier', 'children': [], 'value': 'unused'}; {'id': '230', 'type': 'identifier', 'children': [], 'value': 'remove'}, {'id': '231', 'type': 'argument_list', 'children': ['232']}; {'id': '232', 'type': 'identifier', 'children': [], 'value': 'n2'}, {'id': '233', 'type': 'expression_statement', 'children': ['234']}; {'id': '234', 'type': 'assignment', 'children': ['235', '236']}, {'id': '235', 'type': 'identifier', 'children': [], 'value': 'g_neg'}; {'id': '236', 'type': 'call', 'children': ['237', '240']}, {'id': '237', 'type': 'attribute', 'children': ['238', '239']}; {'id': '238', 'type': 'identifier', 'children': [], 'value': 'nx'}, {'id': '239', 'type': 'identifier', 'children': [], 'value': 'contracted_nodes'}; {'id': '240', 'type': 'argument_list', 'children': ['241', '242', '243']}, {'id': '241', 'type': 'identifier', 'children': [], 'value': 'g_neg'}; {'id': '242', 'type': 'identifier', 'children': [], 'value': 'n1'}, {'id': '243', 'type': 'identifier', 'children': [], 'value': 'n2'}; {'id': '244', 'type': 'expression_statement', 'children': ['245']}, {'id': '245', 'type': 'assignment', 'children': ['246', '247']}; {'id': '246', 'type': 'identifier', 'children': [], 'value': 'g_pos'}, {'id': '247', 'type': 'call', 'children': ['248', '251']}; {'id': '248', 'type': 'attribute', 'children': ['249', '250']}, {'id': '249', 'type': 'identifier', 'children': [], 'value': 'nx'}; {'id': '250', 'type': 'identifier', 'children': [], 'value': 'complement'}, {'id': '251', 'type': 'argument_list', 'children': ['252']}; {'id': '252', 'type': 'identifier', 'children': [], 'value': 'g_neg'}, {'id': '253', 'type': 'expression_statement', 'children': ['254']}; {'id': '254', 'type': 'assignment', 'children': ['255', '256']}, {'id': '255', 'type': 'identifier', 'children': [], 'value': 'neigbs'}; {'id': '256', 'type': 'call', 'children': ['257', '258']}, {'id': '257', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '258', 'type': 'argument_list', 'children': ['259']}, {'id': '259', 'type': 'call', 'children': ['260', '263']}; {'id': '260', 'type': 'attribute', 'children': ['261', '262']}, {'id': '261', 'type': 'identifier', 'children': [], 'value': 'g_pos'}; {'id': '262', 'type': 'identifier', 'children': [], 'value': 'neighbors'}, {'id': '263', 'type': 'argument_list', 'children': ['264']}; {'id': '264', 'type': 'identifier', 'children': [], 'value': 'n1'}, {'id': '265', 'type': 'expression_statement', 'children': ['266']}; {'id': '266', 'type': 'assignment', 'children': ['267', '268']}, {'id': '267', 'type': 'identifier', 'children': [], 'value': 'neigbs'}; {'id': '268', 'type': 'call', 'children': ['269', '272']}, {'id': '269', 'type': 'attribute', 'children': ['270', '271']}; {'id': '270', 'type': 'identifier', 'children': [], 'value': 'ut'}, {'id': '271', 'type': 'identifier', 'children': [], 'value': 'isect'}; {'id': '272', 'type': 'argument_list', 'children': ['273', '274']}, {'id': '273', 'type': 'identifier', 'children': [], 'value': 'neigbs'}; {'id': '274', 'type': 'identifier', 'children': [], 'value': 'unused'}, {'id': '275', 'type': 'expression_statement', 'children': ['276']}; {'id': '276', 'type': 'call', 'children': ['277', '278']}, {'id': '277', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '278', 'type': 'argument_list', 'children': ['279']}, {'id': '279', 'type': 'binary_operator', 'children': ['280', '281'], 'value': '%'}; {'id': '280', 'type': 'string', 'children': [], 'value': "'num = %r'"}, {'id': '281', 'type': 'tuple', 'children': ['282']}; {'id': '282', 'type': 'identifier', 'children': [], 'value': 'num'}, {'id': '283', 'type': 'return_statement', 'children': ['284']}
def approx_min_num_components(nodes, negative_edges): import utool as ut num = 0 g_neg = nx.Graph() g_neg.add_nodes_from(nodes) g_neg.add_edges_from(negative_edges) if nx.__version__.startswith('2'): deg0_nodes = [n for n, d in g_neg.degree() if d == 0] else: deg0_nodes = [n for n, d in g_neg.degree_iter() if d == 0] for u, v in ut.itertwo(deg0_nodes): nx_contracted_nodes(g_neg, v, u, inplace=True) unused = list(g_neg.nodes()) g_pos = nx.complement(g_neg) if False: from networkx.algorithms.approximation import clique maxiset, cliques = clique.clique_removal(g_pos) num = len(cliques) return num while len(unused) > 0: num += 1 idx1 = 0 n1 = unused[idx1] unused.remove(n1) neigbs = list(g_pos.neighbors(n1)) neigbs = ut.isect(neigbs, unused) while len(neigbs) > 0: idx2 = 0 n2 = neigbs[idx2] unused.remove(n2) g_neg = nx.contracted_nodes(g_neg, n1, n2) g_pos = nx.complement(g_neg) neigbs = list(g_pos.neighbors(n1)) neigbs = ut.isect(neigbs, unused) print('num = %r' % (num,)) return num
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '15']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'generate_proteins'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '8', '9', '12']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'pepfn'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'proteins'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'pepheader'}, {'id': '7', 'type': 'identifier', 'children': [], 'value': 'scorecol'}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'minlog'}, {'id': '9', 'type': 'default_parameter', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'higherbetter'}, {'id': '11', 'type': 'True', 'children': []}; {'id': '12', 'type': 'default_parameter', 'children': ['13', '14']}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'protcol'}; {'id': '14', 'type': 'False', 'children': []}, {'id': '15', 'type': 'block', 'children': ['16', '20', '27', '37', '73', '140']}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}, {'id': '17', 'type': 'assignment', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'protein_peptides'}, {'id': '19', 'type': 'dictionary', 'children': []}; {'id': '20', 'type': 'if_statement', 'children': ['21', '22']}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'minlog'}; {'id': '22', 'type': 'block', 'children': ['23']}, {'id': '23', 'type': 'expression_statement', 'children': ['24']}; {'id': '24', 'type': 'assignment', 'children': ['25', '26']}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 'higherbetter'}; {'id': '26', 'type': 'False', 'children': []}, {'id': '27', 'type': 'if_statement', 'children': ['28', '30']}; {'id': '28', 'type': 'not_operator', 'children': ['29']}, {'id': '29', 'type': 'identifier', 'children': [], 'value': 'protcol'}; {'id': '30', 'type': 'block', 'children': ['31']}, {'id': '31', 'type': 'expression_statement', 'children': ['32']}; {'id': '32', 'type': 'assignment', 'children': ['33', '34']}, {'id': '33', 'type': 'identifier', 'children': [], 'value': 'protcol'}; {'id': '34', 'type': 'attribute', 'children': ['35', '36']}, {'id': '35', 'type': 'identifier', 'children': [], 'value': 'peptabledata'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'HEADER_MASTERPROTEINS'}, {'id': '37', 'type': 'for_statement', 'children': ['38', '39', '46']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'psm'}, {'id': '39', 'type': 'call', 'children': ['40', '43']}; {'id': '40', 'type': 'attribute', 'children': ['41', '42']}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'reader'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'generate_tsv_psms'}, {'id': '43', 'type': 'argument_list', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'pepfn'}, {'id': '45', 'type': 'identifier', 'children': [], 'value': 'pepheader'}; {'id': '46', 'type': 'block', 'children': ['47', '53', '59']}, {'id': '47', 'type': 'expression_statement', 'children': ['48']}; {'id': '48', 'type': 'assignment', 'children': ['49', '50']}, {'id': '49', 'type': 'identifier', 'children': [], 'value': 'p_acc'}; {'id': '50', 'type': 'subscript', 'children': ['51', '52']}, {'id': '51', 'type': 'identifier', 'children': [], 'value': 'psm'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'protcol'}, {'id': '53', 'type': 'if_statement', 'children': ['54', '57']}; {'id': '54', 'type': 'comparison_operator', 'children': ['55', '56'], 'value': 'in'}, {'id': '55', 'type': 'string', 'children': [], 'value': "';'"}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'p_acc'}, {'id': '57', 'type': 'block', 'children': ['58']}; {'id': '58', 'type': 'continue_statement', 'children': []}, {'id': '59', 'type': 'expression_statement', 'children': ['60']}; {'id': '60', 'type': 'assignment', 'children': ['61', '62']}, {'id': '61', 'type': 'identifier', 'children': [], 'value': 'protein_peptides'}; {'id': '62', 'type': 'call', 'children': ['63', '64']}, {'id': '63', 'type': 'identifier', 'children': [], 'value': 'evaluate_peptide'}; {'id': '64', 'type': 'argument_list', 'children': ['65', '66', '67', '68', '69', '70']}, {'id': '65', 'type': 'identifier', 'children': [], 'value': 'protein_peptides'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'psm'}, {'id': '67', 'type': 'identifier', 'children': [], 'value': 'p_acc'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'higherbetter'}, {'id': '69', 'type': 'identifier', 'children': [], 'value': 'scorecol'}; {'id': '70', 'type': 'keyword_argument', 'children': ['71', '72']}, {'id': '71', 'type': 'identifier', 'children': [], 'value': 'fncol'}; {'id': '72', 'type': 'False', 'children': []}, {'id': '73', 'type': 'if_statement', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'minlog'}, {'id': '75', 'type': 'block', 'children': ['76', '131']}; {'id': '76', 'type': 'try_statement', 'children': ['77', '101']}, {'id': '77', 'type': 'block', 'children': ['78']}; {'id': '78', 'type': 'expression_statement', 'children': ['79']}, {'id': '79', 'type': 'assignment', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'nextbestscore'}, {'id': '81', 'type': 'call', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'min'}, {'id': '83', 'type': 'argument_list', 'children': ['84']}; {'id': '84', 'type': 'list_comprehension', 'children': ['85', '88', '95']}, {'id': '85', 'type': 'subscript', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'pep'}, {'id': '87', 'type': 'string', 'children': [], 'value': "'score'"}; {'id': '88', 'type': 'for_in_clause', 'children': ['89', '90']}, {'id': '89', 'type': 'identifier', 'children': [], 'value': 'pep'}; {'id': '90', 'type': 'call', 'children': ['91', '94']}, {'id': '91', 'type': 'attribute', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'protein_peptides'}, {'id': '93', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '94', 'type': 'argument_list', 'children': []}, {'id': '95', 'type': 'if_clause', 'children': ['96']}; {'id': '96', 'type': 'comparison_operator', 'children': ['97', '100'], 'value': '>'}, {'id': '97', 'type': 'subscript', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'pep'}, {'id': '99', 'type': 'string', 'children': [], 'value': "'score'"}; {'id': '100', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '101', 'type': 'except_clause', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'ValueError'}, {'id': '103', 'type': 'block', 'children': ['104', '107', '124']}; {'id': '104', 'type': 'import_statement', 'children': ['105']}, {'id': '105', 'type': 'dotted_name', 'children': ['106']}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'sys'}, {'id': '107', 'type': 'expression_statement', 'children': ['108']}; {'id': '108', 'type': 'call', 'children': ['109', '114']}, {'id': '109', 'type': 'attribute', 'children': ['110', '113']}; {'id': '110', 'type': 'attribute', 'children': ['111', '112']}, {'id': '111', 'type': 'identifier', 'children': [], 'value': 'sys'}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'stderr'}, {'id': '113', 'type': 'identifier', 'children': [], 'value': 'write'}; {'id': '114', 'type': 'argument_list', 'children': ['115']}, {'id': '115', 'type': 'call', 'children': ['116', '122']}; {'id': '116', 'type': 'attribute', 'children': ['117', '121']}, {'id': '117', 'type': 'concatenated_string', 'children': ['118', '119', '120']}; {'id': '118', 'type': 'string', 'children': [], 'value': "'Cannot find score of type {} which is above 0. '"}, {'id': '119', 'type': 'string', 'children': [], 'value': "'Only scores above zero can have a -log value. '"}; {'id': '120', 'type': 'string', 'children': [], 'value': "'Exiting.'"}, {'id': '121', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '122', 'type': 'argument_list', 'children': ['123']}, {'id': '123', 'type': 'identifier', 'children': [], 'value': 'scorecol'}; {'id': '124', 'type': 'expression_statement', 'children': ['125']}, {'id': '125', 'type': 'call', 'children': ['126', '129']}; {'id': '126', 'type': 'attribute', 'children': ['127', '128']}, {'id': '127', 'type': 'identifier', 'children': [], 'value': 'sys'}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'exit'}, {'id': '129', 'type': 'argument_list', 'children': ['130']}; {'id': '130', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '131', 'type': 'expression_statement', 'children': ['132']}; {'id': '132', 'type': 'assignment', 'children': ['133', '134']}, {'id': '133', 'type': 'identifier', 'children': [], 'value': 'nextbestscore'}; {'id': '134', 'type': 'unary_operator', 'children': ['135'], 'value': '-'}, {'id': '135', 'type': 'call', 'children': ['136', '137']}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'log'}, {'id': '137', 'type': 'argument_list', 'children': ['138', '139']}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'nextbestscore'}, {'id': '139', 'type': 'integer', 'children': [], 'value': '10'}; {'id': '140', 'type': 'for_statement', 'children': ['141', '142', '143']}, {'id': '141', 'type': 'identifier', 'children': [], 'value': 'protein'}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'proteins'}, {'id': '143', 'type': 'block', 'children': ['144', '182', '203', '216']}; {'id': '144', 'type': 'try_statement', 'children': ['145', '156']}, {'id': '145', 'type': 'block', 'children': ['146']}; {'id': '146', 'type': 'expression_statement', 'children': ['147']}, {'id': '147', 'type': 'assignment', 'children': ['148', '149']}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'peptide'}, {'id': '149', 'type': 'subscript', 'children': ['150', '151']}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'protein_peptides'}, {'id': '151', 'type': 'subscript', 'children': ['152', '153']}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'protein'}, {'id': '153', 'type': 'attribute', 'children': ['154', '155']}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'prottabledata'}, {'id': '155', 'type': 'identifier', 'children': [], 'value': 'HEADER_PROTEIN'}; {'id': '156', 'type': 'except_clause', 'children': ['157', '158']}, {'id': '157', 'type': 'identifier', 'children': [], 'value': 'KeyError'}; {'id': '158', 'type': 'block', 'children': ['159', '175']}, {'id': '159', 'type': 'expression_statement', 'children': ['160']}; {'id': '160', 'type': 'call', 'children': ['161', '162']}, {'id': '161', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '162', 'type': 'argument_list', 'children': ['163']}, {'id': '163', 'type': 'call', 'children': ['164', '169']}; {'id': '164', 'type': 'attribute', 'children': ['165', '168']}, {'id': '165', 'type': 'concatenated_string', 'children': ['166', '167']}; {'id': '166', 'type': 'string', 'children': [], 'value': "'WARNING - protein {} not found in peptide '"}, {'id': '167', 'type': 'string', 'children': [], 'value': "'table'"}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'format'}, {'id': '169', 'type': 'argument_list', 'children': ['170']}; {'id': '170', 'type': 'subscript', 'children': ['171', '172']}, {'id': '171', 'type': 'identifier', 'children': [], 'value': 'protein'}; {'id': '172', 'type': 'attribute', 'children': ['173', '174']}, {'id': '173', 'type': 'identifier', 'children': [], 'value': 'prottabledata'}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'HEADER_PROTEIN'}, {'id': '175', 'type': 'expression_statement', 'children': ['176']}; {'id': '176', 'type': 'assignment', 'children': ['177', '178']}, {'id': '177', 'type': 'identifier', 'children': [], 'value': 'peptide'}; {'id': '178', 'type': 'dictionary', 'children': ['179']}, {'id': '179', 'type': 'pair', 'children': ['180', '181']}; {'id': '180', 'type': 'string', 'children': [], 'value': "'score'"}, {'id': '181', 'type': 'string', 'children': [], 'value': "'NA'"}; {'id': '182', 'type': 'if_statement', 'children': ['183', '190']}, {'id': '183', 'type': 'boolean_operator', 'children': ['184', '185'], 'value': 'and'}; {'id': '184', 'type': 'identifier', 'children': [], 'value': 'minlog'}, {'id': '185', 'type': 'comparison_operator', 'children': ['186', '189'], 'value': '!='}; {'id': '186', 'type': 'subscript', 'children': ['187', '188']}, {'id': '187', 'type': 'identifier', 'children': [], 'value': 'peptide'}; {'id': '188', 'type': 'string', 'children': [], 'value': "'score'"}, {'id': '189', 'type': 'string', 'children': [], 'value': "'NA'"}; {'id': '190', 'type': 'block', 'children': ['191']}, {'id': '191', 'type': 'expression_statement', 'children': ['192']}; {'id': '192', 'type': 'assignment', 'children': ['193', '196']}, {'id': '193', 'type': 'subscript', 'children': ['194', '195']}; {'id': '194', 'type': 'identifier', 'children': [], 'value': 'peptide'}, {'id': '195', 'type': 'string', 'children': [], 'value': "'score'"}; {'id': '196', 'type': 'call', 'children': ['197', '198']}, {'id': '197', 'type': 'identifier', 'children': [], 'value': 'log_score'}; {'id': '198', 'type': 'argument_list', 'children': ['199', '202']}, {'id': '199', 'type': 'subscript', 'children': ['200', '201']}; {'id': '200', 'type': 'identifier', 'children': [], 'value': 'peptide'}, {'id': '201', 'type': 'string', 'children': [], 'value': "'score'"}; {'id': '202', 'type': 'identifier', 'children': [], 'value': 'nextbestscore'}, {'id': '203', 'type': 'expression_statement', 'children': ['204']}; {'id': '204', 'type': 'assignment', 'children': ['205', '210']}, {'id': '205', 'type': 'subscript', 'children': ['206', '207']}; {'id': '206', 'type': 'identifier', 'children': [], 'value': 'protein'}, {'id': '207', 'type': 'attribute', 'children': ['208', '209']}; {'id': '208', 'type': 'identifier', 'children': [], 'value': 'prottabledata'}, {'id': '209', 'type': 'identifier', 'children': [], 'value': 'HEADER_QSCORE'}; {'id': '210', 'type': 'call', 'children': ['211', '212']}, {'id': '211', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '212', 'type': 'argument_list', 'children': ['213']}, {'id': '213', 'type': 'subscript', 'children': ['214', '215']}; {'id': '214', 'type': 'identifier', 'children': [], 'value': 'peptide'}, {'id': '215', 'type': 'string', 'children': [], 'value': "'score'"}; {'id': '216', 'type': 'expression_statement', 'children': ['217']}, {'id': '217', 'type': 'yield', 'children': ['218']}
def generate_proteins(pepfn, proteins, pepheader, scorecol, minlog, higherbetter=True, protcol=False): protein_peptides = {} if minlog: higherbetter = False if not protcol: protcol = peptabledata.HEADER_MASTERPROTEINS for psm in reader.generate_tsv_psms(pepfn, pepheader): p_acc = psm[protcol] if ';' in p_acc: continue protein_peptides = evaluate_peptide(protein_peptides, psm, p_acc, higherbetter, scorecol, fncol=False) if minlog: try: nextbestscore = min([pep['score'] for pep in protein_peptides.values() if pep['score'] > 0]) except ValueError: import sys sys.stderr.write('Cannot find score of type {} which is above 0. ' 'Only scores above zero can have a -log value. ' 'Exiting.'.format(scorecol)) sys.exit(1) nextbestscore = -log(nextbestscore, 10) for protein in proteins: try: peptide = protein_peptides[protein[prottabledata.HEADER_PROTEIN]] except KeyError: print('WARNING - protein {} not found in peptide ' 'table'.format(protein[prottabledata.HEADER_PROTEIN])) peptide = {'score': 'NA'} if minlog and peptide['score'] != 'NA': peptide['score'] = log_score(peptide['score'], nextbestscore) protein[prottabledata.HEADER_QSCORE] = str( peptide['score']) yield protein
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '29']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'grab_file_url'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11', '14', '17', '20', '23', '26']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'file_url'}, {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'appname'}, {'id': '7', 'type': 'string', 'children': [], 'value': "'utool'"}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}, {'id': '9', 'type': 'identifier', 'children': [], 'value': 'download_dir'}; {'id': '10', 'type': 'None', 'children': []}, {'id': '11', 'type': 'default_parameter', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'delay'}, {'id': '13', 'type': 'None', 'children': []}; {'id': '14', 'type': 'default_parameter', 'children': ['15', '16']}, {'id': '15', 'type': 'identifier', 'children': [], 'value': 'spoof'}; 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{'id': '48', 'type': 'identifier', 'children': [], 'value': 'basename'}, {'id': '49', 'type': 'argument_list', 'children': ['50']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'file_url'}, {'id': '51', 'type': 'if_statement', 'children': ['52', '55']}; {'id': '52', 'type': 'comparison_operator', 'children': ['53', '54'], 'value': 'is'}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'download_dir'}; {'id': '54', 'type': 'None', 'children': []}, {'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': 'download_dir'}, {'id': '59', 'type': 'call', 'children': ['60', '63']}; {'id': '60', 'type': 'attribute', 'children': ['61', '62']}, {'id': '61', 'type': 'identifier', 'children': [], 'value': 'util_cplat'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'get_app_cache_dir'}, {'id': '63', 'type': 'argument_list', 'children': ['64']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'appname'}, {'id': '65', 'type': 'expression_statement', 'children': ['66']}; {'id': '66', 'type': 'assignment', 'children': ['67', '68']}, {'id': '67', 'type': 'identifier', 'children': [], 'value': 'fpath'}; {'id': '68', 'type': 'call', 'children': ['69', '70']}, {'id': '69', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '70', 'type': 'argument_list', 'children': ['71', '72']}, {'id': '71', 'type': 'identifier', 'children': [], 'value': 'download_dir'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'fname'}, {'id': '73', 'type': 'if_statement', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'check_hash'}, {'id': '75', 'type': 'block', 'children': ['76', '96', '109', '114', '127', '146']}; {'id': '76', 'type': 'if_statement', 'children': ['77', '84', '89']}, {'id': '77', 'type': 'call', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'isinstance'}, {'id': '79', 'type': 'argument_list', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'check_hash'}, {'id': '81', 'type': 'tuple', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'list'}, {'id': '83', 'type': 'identifier', 'children': [], 'value': 'tuple'}; {'id': '84', 'type': 'block', 'children': ['85']}, {'id': '85', 'type': 'expression_statement', 'children': ['86']}; {'id': '86', 'type': 'assignment', 'children': ['87', '88']}, {'id': '87', 'type': 'identifier', 'children': [], 'value': 'hash_list'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'check_hash'}, {'id': '89', 'type': 'else_clause', 'children': ['90']}; {'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': 'hash_list'}; {'id': '94', 'type': 'list', 'children': ['95'], 'value': "['md5']"}, {'id': '95', 'type': 'string', 'children': [], 'value': "'md5'"}; {'id': '96', 'type': 'expression_statement', 'children': ['97']}, {'id': '97', 'type': 'assignment', 'children': ['98', '101']}; {'id': '98', 'type': 'pattern_list', 'children': ['99', '100']}, {'id': '99', 'type': 'identifier', 'children': [], 'value': 'hash_remote'}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'hash_tag_remote'}, {'id': '101', 'type': 'call', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'grab_file_remote_hash'}, {'id': '103', 'type': 'argument_list', 'children': ['104', '105', '106']}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'file_url'}, {'id': '105', 'type': 'identifier', 'children': [], 'value': 'hash_list'}; {'id': '106', 'type': 'keyword_argument', 'children': ['107', '108']}, {'id': '107', 'type': 'identifier', 'children': [], 'value': 'verbose'}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'verbose'}, {'id': '109', 'type': 'expression_statement', 'children': ['110']}; 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{'id': '170', 'type': 'identifier', 'children': [], 'value': 'redownload'}, {'id': '171', 'type': 'True', 'children': []}; {'id': '172', 'type': 'elif_clause', 'children': ['173', '176']}, {'id': '173', 'type': 'comparison_operator', 'children': ['174', '175'], 'value': '=='}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'hash_local'}, {'id': '175', 'type': 'identifier', 'children': [], 'value': 'hash_remote'}; {'id': '176', 'type': 'block', 'children': ['177']}, {'id': '177', 'type': 'assert_statement', 'children': ['178', '181']}; {'id': '178', 'type': 'comparison_operator', 'children': ['179', '180'], 'value': '=='}, {'id': '179', 'type': 'identifier', 'children': [], 'value': 'hash_tag_local'}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'hash_tag_remote'}, {'id': '181', 'type': 'parenthesized_expression', 'children': ['182']}; {'id': '182', 'type': 'string', 'children': [], 'value': "'hash tag disagreement'"}, {'id': '183', 'type': 'else_clause', 'children': ['184']}; {'id': '184', 'type': 'block', 'children': ['185', '193']}, {'id': '185', 'type': 'if_statement', 'children': ['186', '187']}; {'id': '186', 'type': 'identifier', 'children': [], 'value': 'verbose'}, {'id': '187', 'type': 'block', 'children': ['188']}; {'id': '188', 'type': 'expression_statement', 'children': ['189']}, {'id': '189', 'type': 'call', 'children': ['190', '191']}; {'id': '190', 'type': 'identifier', 'children': [], 'value': 'print'}, {'id': '191', 'type': 'argument_list', 'children': ['192']}; {'id': '192', 'type': 'string', 'children': [], 'value': "'[utool] Both hashes provided, but they disagree, redownloading.'"}, {'id': '193', 'type': 'expression_statement', 'children': ['194']}; {'id': '194', 'type': 'assignment', 'children': ['195', '196']}, {'id': '195', 'type': 'identifier', 'children': [], 'value': 'redownload'}; {'id': '196', 'type': 'True', 'children': []}, {'id': '197', 'type': 'expression_statement', 'children': ['198']}; {'id': '198', 'type': 'call', 'children': ['199', '202']}, {'id': '199', 'type': 'attribute', 'children': ['200', '201']}; {'id': '200', 'type': 'identifier', 'children': [], 'value': 'util_path'}, {'id': '201', 'type': 'identifier', 'children': [], 'value': 'ensurepath'}; {'id': '202', 'type': 'argument_list', 'children': ['203']}, {'id': '203', 'type': 'identifier', 'children': [], 'value': 'download_dir'}; {'id': '204', 'type': 'if_statement', 'children': ['205', '212', '252']}, {'id': '205', 'type': 'boolean_operator', 'children': ['206', '207'], 'value': 'or'}; {'id': '206', 'type': 'identifier', 'children': [], 'value': 'redownload'}, {'id': '207', 'type': 'not_operator', 'children': ['208']}; {'id': '208', 'type': 'call', 'children': ['209', '210']}, {'id': '209', 'type': 'identifier', 'children': [], 'value': 'exists'}; {'id': '210', 'type': 'argument_list', 'children': ['211']}, {'id': '211', 'type': 'identifier', 'children': [], 'value': 'fpath'}; {'id': '212', 'type': 'block', 'children': ['213', '223', '243']}, {'id': '213', 'type': 'if_statement', 'children': ['214', '215']}; {'id': '214', 'type': 'identifier', 'children': [], 'value': 'verbose'}, {'id': '215', 'type': 'block', 'children': ['216']}; {'id': '216', 'type': 'expression_statement', 'children': ['217']}, {'id': '217', 'type': 'call', 'children': ['218', '219']}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'print'}, {'id': '219', 'type': 'argument_list', 'children': ['220']}; {'id': '220', 'type': 'binary_operator', 'children': ['221', '222'], 'value': '%'}, {'id': '221', 'type': 'string', 'children': [], 'value': "'[utool] Downloading file %s'"}; {'id': '222', 'type': 'identifier', 'children': [], 'value': 'fpath'}, {'id': '223', 'type': 'if_statement', 'children': ['224', '227']}; {'id': '224', 'type': 'comparison_operator', 'children': ['225', '226'], 'value': 'is'}, {'id': '225', 'type': 'identifier', 'children': [], 'value': 'delay'}; {'id': '226', 'type': 'None', 'children': []}, {'id': '227', 'type': 'block', 'children': ['228', '236']}; {'id': '228', 'type': 'expression_statement', 'children': ['229']}, {'id': '229', 'type': 'call', 'children': ['230', '231']}; {'id': '230', 'type': 'identifier', 'children': [], 'value': 'print'}, {'id': '231', 'type': 'argument_list', 'children': ['232']}; {'id': '232', 'type': 'binary_operator', 'children': ['233', '234'], 'value': '%'}, {'id': '233', 'type': 'string', 'children': [], 'value': "'[utool] delay download by %r seconds'"}; {'id': '234', 'type': 'tuple', 'children': ['235']}, {'id': '235', 'type': 'identifier', 'children': [], 'value': 'delay'}; {'id': '236', 'type': 'expression_statement', 'children': ['237']}, {'id': '237', 'type': 'call', 'children': ['238', '241']}; {'id': '238', 'type': 'attribute', 'children': ['239', '240']}, {'id': '239', 'type': 'identifier', 'children': [], 'value': 'time'}; {'id': '240', 'type': 'identifier', 'children': [], 'value': 'sleep'}, {'id': '241', 'type': 'argument_list', 'children': ['242']}; {'id': '242', 'type': 'identifier', 'children': [], 'value': 'delay'}, {'id': '243', 'type': 'expression_statement', 'children': ['244']}; {'id': '244', 'type': 'call', 'children': ['245', '246']}, {'id': '245', 'type': 'identifier', 'children': [], 'value': 'download_url'}; {'id': '246', 'type': 'argument_list', 'children': ['247', '248', '249']}, {'id': '247', 'type': 'identifier', 'children': [], 'value': 'file_url'}; {'id': '248', 'type': 'identifier', 'children': [], 'value': 'fpath'}, {'id': '249', 'type': 'keyword_argument', 'children': ['250', '251']}; {'id': '250', 'type': 'identifier', 'children': [], 'value': 'spoof'}, {'id': '251', 'type': 'identifier', 'children': [], 'value': 'spoof'}; {'id': '252', 'type': 'else_clause', 'children': ['253']}, {'id': '253', 'type': 'block', 'children': ['254']}; {'id': '254', 'type': 'if_statement', 'children': ['255', '256']}, {'id': '255', 'type': 'identifier', 'children': [], 'value': 'verbose'}; {'id': '256', 'type': 'block', 'children': ['257']}, {'id': '257', 'type': 'expression_statement', 'children': ['258']}; {'id': '258', 'type': 'call', 'children': ['259', '260']}, {'id': '259', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '260', 'type': 'argument_list', 'children': ['261']}, {'id': '261', 'type': 'binary_operator', 'children': ['262', '263'], 'value': '%'}; {'id': '262', 'type': 'string', 'children': [], 'value': "'[utool] Already have file %s'"}, {'id': '263', 'type': 'identifier', 'children': [], 'value': 'fpath'}; {'id': '264', 'type': 'expression_statement', 'children': ['265']}, {'id': '265', 'type': 'call', 'children': ['266', '269']}; {'id': '266', 'type': 'attribute', 'children': ['267', '268']}, {'id': '267', 'type': 'identifier', 'children': [], 'value': 'util_path'}; {'id': '268', 'type': 'identifier', 'children': [], 'value': 'assert_exists'}, {'id': '269', 'type': 'argument_list', 'children': ['270']}; {'id': '270', 'type': 'identifier', 'children': [], 'value': 'fpath'}, {'id': '271', 'type': 'if_statement', 'children': ['272', '273']}; {'id': '272', 'type': 'identifier', 'children': [], 'value': 'check_hash'}, {'id': '273', 'type': 'block', 'children': ['274', '282', '301', '314', '325', '330']}; {'id': '274', 'type': 'expression_statement', 'children': ['275']}, {'id': '275', 'type': 'assignment', 'children': ['276', '277']}; {'id': '276', 'type': 'identifier', 'children': [], 'value': 'hash_fpath'}, {'id': '277', 'type': 'binary_operator', 'children': ['278', '279'], 'value': '%'}; {'id': '278', 'type': 'string', 'children': [], 'value': "'%s.%s'"}, {'id': '279', 'type': 'tuple', 'children': ['280', '281']}; {'id': '280', 'type': 'identifier', 'children': [], 'value': 'fpath'}, {'id': '281', 'type': 'identifier', 'children': [], 'value': 'hash_tag_remote'}; {'id': '282', 'type': 'with_statement', 'children': ['283', '293']}, {'id': '283', 'type': 'with_clause', 'children': ['284']}; {'id': '284', 'type': 'with_item', 'children': ['285']}, {'id': '285', 'type': 'as_pattern', 'children': ['286', '291']}; {'id': '286', 'type': 'call', 'children': ['287', '288']}, {'id': '287', 'type': 'identifier', 'children': [], 'value': 'open'}; {'id': '288', 'type': 'argument_list', 'children': ['289', '290']}, {'id': '289', 'type': 'identifier', 'children': [], 'value': 'hash_fpath'}; {'id': '290', 'type': 'string', 'children': [], 'value': "'w'"}, {'id': '291', 'type': 'as_pattern_target', 'children': ['292']}; {'id': '292', 'type': 'identifier', 'children': [], 'value': 'hash_file'}, {'id': '293', 'type': 'block', 'children': ['294']}; {'id': '294', 'type': 'expression_statement', 'children': ['295']}, {'id': '295', 'type': 'call', 'children': ['296', '299']}; {'id': '296', 'type': 'attribute', 'children': ['297', '298']}, {'id': '297', 'type': 'identifier', 'children': [], 'value': 'hash_file'}; {'id': '298', 'type': 'identifier', 'children': [], 'value': 'write'}, {'id': '299', 'type': 'argument_list', 'children': ['300']}; {'id': '300', 'type': 'identifier', 'children': [], 'value': 'hash_remote'}, {'id': '301', 'type': 'expression_statement', 'children': ['302']}; {'id': '302', 'type': 'assignment', 'children': ['303', '306']}, {'id': '303', 'type': 'pattern_list', 'children': ['304', '305']}; {'id': '304', 'type': 'identifier', 'children': [], 'value': 'hash_local'}, {'id': '305', 'type': 'identifier', 'children': [], 'value': 'hash_tag_local'}; {'id': '306', 'type': 'call', 'children': ['307', '308']}, {'id': '307', 'type': 'identifier', 'children': [], 'value': 'get_file_local_hash'}; {'id': '308', 'type': 'argument_list', 'children': ['309', '310', '311']}, {'id': '309', 'type': 'identifier', 'children': [], 'value': 'fpath'}; {'id': '310', 'type': 'identifier', 'children': [], 'value': 'hash_list'}, {'id': '311', 'type': 'keyword_argument', 'children': ['312', '313']}; {'id': '312', 'type': 'identifier', 'children': [], 'value': 'verbose'}, {'id': '313', 'type': 'identifier', 'children': [], 'value': 'verbose'}; {'id': '314', 'type': 'if_statement', 'children': ['315', '316']}, {'id': '315', 'type': 'identifier', 'children': [], 'value': 'verbose'}; {'id': '316', 'type': 'block', 'children': ['317']}, {'id': '317', 'type': 'expression_statement', 'children': ['318']}; {'id': '318', 'type': 'call', 'children': ['319', '320']}, {'id': '319', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '320', 'type': 'argument_list', 'children': ['321']}, {'id': '321', 'type': 'binary_operator', 'children': ['322', '323'], 'value': '%'}; {'id': '322', 'type': 'string', 'children': [], 'value': "'[utool] Post Local Hash: %r'"}, {'id': '323', 'type': 'tuple', 'children': ['324']}; {'id': '324', 'type': 'identifier', 'children': [], 'value': 'hash_local'}, {'id': '325', 'type': 'assert_statement', 'children': ['326', '329']}; {'id': '326', 'type': 'comparison_operator', 'children': ['327', '328'], 'value': '=='}, {'id': '327', 'type': 'identifier', 'children': [], 'value': 'hash_local'}; {'id': '328', 'type': 'identifier', 'children': [], 'value': 'hash_remote'}, {'id': '329', 'type': 'string', 'children': [], 'value': "'Post-download hash disagreement'"}; {'id': '330', 'type': 'assert_statement', 'children': ['331', '334']}, {'id': '331', 'type': 'comparison_operator', 'children': ['332', '333'], 'value': '=='}; {'id': '332', 'type': 'identifier', 'children': [], 'value': 'hash_tag_local'}, {'id': '333', 'type': 'identifier', 'children': [], 'value': 'hash_tag_remote'}; {'id': '334', 'type': 'string', 'children': [], 'value': "'Post-download hash tag disagreement'"}, {'id': '335', 'type': 'return_statement', 'children': ['336']}
def grab_file_url(file_url, appname='utool', download_dir=None, delay=None, spoof=False, fname=None, verbose=True, redownload=False, check_hash=False): r file_url = clean_dropbox_link(file_url) if fname is None: fname = basename(file_url) if download_dir is None: download_dir = util_cplat.get_app_cache_dir(appname) fpath = join(download_dir, fname) if check_hash: if isinstance(check_hash, (list, tuple)): hash_list = check_hash else: hash_list = ['md5'] hash_remote, hash_tag_remote = grab_file_remote_hash(file_url, hash_list, verbose=verbose) hash_list = [hash_tag_remote] hash_local, hash_tag_local = get_file_local_hash(fpath, hash_list, verbose=verbose) if verbose: print('[utool] Pre Local Hash: %r' % (hash_local, )) print('[utool] Pre Remote Hash: %r' % (hash_remote, )) if hash_remote is None: check_hash = False elif hash_local is None: if verbose: print('[utool] Remote hash provided but local hash missing, redownloading.') redownload = True elif hash_local == hash_remote: assert hash_tag_local == hash_tag_remote, ('hash tag disagreement') else: if verbose: print('[utool] Both hashes provided, but they disagree, redownloading.') redownload = True util_path.ensurepath(download_dir) if redownload or not exists(fpath): if verbose: print('[utool] Downloading file %s' % fpath) if delay is not None: print('[utool] delay download by %r seconds' % (delay,)) time.sleep(delay) download_url(file_url, fpath, spoof=spoof) else: if verbose: print('[utool] Already have file %s' % fpath) util_path.assert_exists(fpath) if check_hash: hash_fpath = '%s.%s' % (fpath, hash_tag_remote, ) with open(hash_fpath, 'w') as hash_file: hash_file.write(hash_remote) hash_local, hash_tag_local = get_file_local_hash(fpath, hash_list, verbose=verbose) if verbose: print('[utool] Post Local Hash: %r' % (hash_local, )) assert hash_local == hash_remote, 'Post-download hash disagreement' assert hash_tag_local == hash_tag_remote, 'Post-download hash tag disagreement' return fpath
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_uniprot_evidence_level'}, {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'header'}, {'id': '5', 'type': 'block', 'children': ['6', '14', '49']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}, {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'header'}, {'id': '9', 'type': 'call', 'children': ['10', '13']}; {'id': '10', 'type': 'attribute', 'children': ['11', '12']}, {'id': '11', 'type': 'identifier', 'children': [], 'value': 'header'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'split'}, {'id': '13', 'type': 'argument_list', 'children': []}; {'id': '14', 'type': 'for_statement', 'children': ['15', '16', '17']}, {'id': '15', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'header'}, {'id': '17', 'type': 'block', 'children': ['18', '27']}; {'id': '18', 'type': 'expression_statement', 'children': ['19']}, {'id': '19', 'type': 'assignment', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'item'}, {'id': '21', 'type': 'call', 'children': ['22', '25']}; {'id': '22', 'type': 'attribute', 'children': ['23', '24']}, {'id': '23', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'split'}, {'id': '25', 'type': 'argument_list', 'children': ['26']}; {'id': '26', 'type': 'string', 'children': [], 'value': "'='"}, {'id': '27', 'type': 'try_statement', 'children': ['28', '45']}; {'id': '28', 'type': 'block', 'children': ['29']}, {'id': '29', 'type': 'if_statement', 'children': ['30', '35']}; {'id': '30', 'type': 'comparison_operator', 'children': ['31', '34'], 'value': '=='}, {'id': '31', 'type': 'subscript', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'item'}, {'id': '33', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '34', 'type': 'string', 'children': [], 'value': "'PE'"}, {'id': '35', 'type': 'block', 'children': ['36']}; {'id': '36', 'type': 'return_statement', 'children': ['37']}, {'id': '37', 'type': 'binary_operator', 'children': ['38', '39'], 'value': '-'}; {'id': '38', 'type': 'integer', 'children': [], 'value': '5'}, {'id': '39', 'type': 'call', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'int'}, {'id': '41', 'type': 'argument_list', 'children': ['42']}; {'id': '42', 'type': 'subscript', 'children': ['43', '44']}, {'id': '43', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '44', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '45', 'type': 'except_clause', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'IndexError'}, {'id': '47', 'type': 'block', 'children': ['48']}; {'id': '48', 'type': 'continue_statement', 'children': []}, {'id': '49', 'type': 'return_statement', 'children': ['50']}; {'id': '50', 'type': 'unary_operator', 'children': ['51'], 'value': '-'}, {'id': '51', 'type': 'integer', 'children': [], 'value': '1'}
def get_uniprot_evidence_level(header): header = header.split() for item in header: item = item.split('=') try: if item[0] == 'PE': return 5 - int(item[1]) except IndexError: continue return -1
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_drain'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'cycles'}, {'id': '7', 'type': 'None', 'children': []}; {'id': '8', 'type': 'block', 'children': ['9', '16', '27', '57', '408']}, {'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': 'log'}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'info'}; {'id': '14', 'type': 'argument_list', 'children': ['15']}, {'id': '15', 'type': 'string', 'children': [], 'value': '"Now draining..."'}; {'id': '16', 'type': 'if_statement', 'children': ['17', '19']}, {'id': '17', 'type': 'not_operator', 'children': ['18']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'cycles'}, {'id': '19', 'type': 'block', 'children': ['20']}; {'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': 'log'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'info'}, {'id': '25', 'type': 'argument_list', 'children': ['26']}; {'id': '26', 'type': 'string', 'children': [], 'value': '"No cycle count, the pipeline may be drained forever."'}, {'id': '27', 'type': 'if_statement', 'children': ['28', '31']}; {'id': '28', 'type': 'attribute', 'children': ['29', '30']}, {'id': '29', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'calibration'}, {'id': '31', 'type': 'block', 'children': ['32', '39']}; {'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': 'log'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'info'}, {'id': '37', 'type': 'argument_list', 'children': ['38']}; {'id': '38', 'type': 'string', 'children': [], 'value': '"Setting up the detector calibration."'}, {'id': '39', 'type': 'for_statement', 'children': ['40', '41', '44']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'module'}, {'id': '41', 'type': 'attribute', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '43', 'type': 'identifier', 'children': [], 'value': 'modules'}; {'id': '44', 'type': 'block', 'children': ['45']}, {'id': '45', 'type': 'expression_statement', 'children': ['46']}; {'id': '46', 'type': 'assignment', 'children': ['47', '50']}, {'id': '47', 'type': 'attribute', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'module'}, {'id': '49', 'type': 'identifier', 'children': [], 'value': 'detector'}; {'id': '50', 'type': 'call', 'children': ['51', '56']}, {'id': '51', 'type': 'attribute', 'children': ['52', '55']}; {'id': '52', 'type': 'attribute', 'children': ['53', '54']}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'calibration'}, {'id': '55', 'type': 'identifier', 'children': [], 'value': 'get_detector'}; {'id': '56', 'type': 'argument_list', 'children': []}, {'id': '57', 'type': 'try_statement', 'children': ['58', '397', '398']}; {'id': '58', 'type': 'ERROR', 'children': ['59']}, {'id': '59', 'type': 'block', 'children': ['60', '350', '365', '380', '386']}; {'id': '60', 'type': 'while_statement', 'children': ['61', '65', '95']}, {'id': '61', 'type': 'not_operator', 'children': ['62']}; {'id': '62', 'type': 'attribute', 'children': ['63', '64']}, {'id': '63', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': '_stop'}, {'id': '65', 'type': 'ERROR', 'children': ['66', '72', '78', '81', '87', '90']}; {'id': '66', 'type': 'expression_statement', 'children': ['67']}, {'id': '67', 'type': 'assignment', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'cycle_start'}, {'id': '69', 'type': 'call', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'timer'}, {'id': '71', 'type': 'argument_list', 'children': []}; {'id': '72', 'type': 'expression_statement', 'children': ['73']}, {'id': '73', 'type': 'assignment', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'cycle_start_cpu'}, {'id': '75', 'type': 'call', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'process_time'}, {'id': '77', 'type': 'argument_list', 'children': []}; {'id': '78', 'type': 'attribute', 'children': ['79', '80']}, {'id': '79', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'debug'}, {'id': '81', 'type': 'ERROR', 'children': ['82', '83', '84']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'Pumping'}, {'id': '83', 'type': 'identifier', 'children': [], 'value': 'blob'}; {'id': '84', 'type': 'attribute', 'children': ['85', '86']}, {'id': '85', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'blob'}, {'id': '87', 'type': 'call', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'Blob'}, {'id': '89', 'type': 'argument_list', 'children': []}; {'id': '90', 'type': 'for_in_clause', 'children': ['91', '92']}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 'module'}; {'id': '92', 'type': 'attribute', 'children': ['93', '94']}, {'id': '93', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'modules'}, {'id': '95', 'type': 'block', 'children': ['96', '118', '162', '194', '234', '248', '254', '260', '267', '312']}; {'id': '96', 'type': 'if_statement', 'children': ['97', '102']}, {'id': '97', 'type': 'comparison_operator', 'children': ['98', '101'], 'value': 'is'}; {'id': '98', 'type': 'attribute', 'children': ['99', '100']}, {'id': '99', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'blob'}, {'id': '101', 'type': 'None', 'children': []}; {'id': '102', 'type': 'block', 'children': ['103', '117']}, {'id': '103', 'type': 'expression_statement', 'children': ['104']}; {'id': '104', 'type': 'call', 'children': ['105', '108']}, {'id': '105', 'type': 'attribute', 'children': ['106', '107']}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'log'}, {'id': '107', 'type': 'identifier', 'children': [], 'value': 'debug'}; {'id': '108', 'type': 'argument_list', 'children': ['109']}, {'id': '109', 'type': 'call', 'children': ['110', '113']}; {'id': '110', 'type': 'attribute', 'children': ['111', '112']}, {'id': '111', 'type': 'string', 'children': [], 'value': '"Skipping {0}, due to empty blob."'}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'format'}, {'id': '113', 'type': 'argument_list', 'children': ['114']}; {'id': '114', 'type': 'attribute', 'children': ['115', '116']}, {'id': '115', 'type': 'identifier', 'children': [], 'value': 'module'}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'name'}, {'id': '117', 'type': 'continue_statement', 'children': []}; {'id': '118', 'type': 'if_statement', 'children': ['119', '141']}, {'id': '119', 'type': 'boolean_operator', 'children': ['120', '123'], 'value': 'and'}; {'id': '120', 'type': 'attribute', 'children': ['121', '122']}, {'id': '121', 'type': 'identifier', 'children': [], 'value': 'module'}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'only_if'}, {'id': '123', 'type': 'not_operator', 'children': ['124']}; {'id': '124', 'type': 'call', 'children': ['125', '130']}, {'id': '125', 'type': 'attribute', 'children': ['126', '129']}; {'id': '126', 'type': 'attribute', 'children': ['127', '128']}, {'id': '127', 'type': 'identifier', 'children': [], 'value': 'module'}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'only_if'}, {'id': '129', 'type': 'identifier', 'children': [], 'value': 'issubset'}; {'id': '130', 'type': 'argument_list', 'children': ['131']}, {'id': '131', 'type': 'call', 'children': ['132', '133']}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'set'}, {'id': '133', 'type': 'argument_list', 'children': ['134']}; {'id': '134', 'type': 'call', 'children': ['135', '140']}, {'id': '135', 'type': 'attribute', 'children': ['136', '139']}; {'id': '136', 'type': 'attribute', 'children': ['137', '138']}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'blob'}, {'id': '139', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '140', 'type': 'argument_list', 'children': []}, {'id': '141', 'type': 'block', 'children': ['142', '161']}; {'id': '142', 'type': 'expression_statement', 'children': ['143']}, {'id': '143', 'type': 'call', 'children': ['144', '147']}; {'id': '144', 'type': 'attribute', 'children': ['145', '146']}, {'id': '145', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'debug'}, {'id': '147', 'type': 'argument_list', 'children': ['148']}; {'id': '148', 'type': 'call', 'children': ['149', '154']}, {'id': '149', 'type': 'attribute', 'children': ['150', '153']}; {'id': '150', 'type': 'concatenated_string', 'children': ['151', '152']}, {'id': '151', 'type': 'string', 'children': [], 'value': '"Skipping {0}, due to missing required key"'}; {'id': '152', 'type': 'string', 'children': [], 'value': '"\'{1}\'."'}, {'id': '153', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '154', 'type': 'argument_list', 'children': ['155', '158']}, {'id': '155', 'type': 'attribute', 'children': ['156', '157']}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'module'}, {'id': '157', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '158', 'type': 'attribute', 'children': ['159', '160']}, {'id': '159', 'type': 'identifier', 'children': [], 'value': 'module'}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'only_if'}, {'id': '161', 'type': 'continue_statement', 'children': []}; {'id': '162', 'type': 'if_statement', 'children': ['163', '175']}, {'id': '163', 'type': 'comparison_operator', 'children': ['164', '174'], 'value': '!='}; {'id': '164', 'type': 'binary_operator', 'children': ['165', '171'], 'value': '%'}, {'id': '165', 'type': 'parenthesized_expression', 'children': ['166']}; {'id': '166', 'type': 'binary_operator', 'children': ['167', '170'], 'value': '+'}, {'id': '167', 'type': 'attribute', 'children': ['168', '169']}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '169', 'type': 'identifier', 'children': [], 'value': '_cycle_count'}; {'id': '170', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '171', 'type': 'attribute', 'children': ['172', '173']}; {'id': '172', 'type': 'identifier', 'children': [], 'value': 'module'}, {'id': '173', 'type': 'identifier', 'children': [], 'value': 'every'}; {'id': '174', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '175', 'type': 'block', 'children': ['176', '193']}; {'id': '176', 'type': 'expression_statement', 'children': ['177']}, {'id': '177', 'type': 'call', 'children': ['178', '181']}; {'id': '178', 'type': 'attribute', 'children': ['179', '180']}, {'id': '179', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'debug'}, {'id': '181', 'type': 'argument_list', 'children': ['182']}; {'id': '182', 'type': 'call', 'children': ['183', '186']}, {'id': '183', 'type': 'attribute', 'children': ['184', '185']}; {'id': '184', 'type': 'string', 'children': [], 'value': '"Skipping {0} (every {1} iterations)."'}, {'id': '185', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '186', 'type': 'argument_list', 'children': ['187', '190']}, {'id': '187', 'type': 'attribute', 'children': ['188', '189']}; {'id': '188', 'type': 'identifier', 'children': [], 'value': 'module'}, {'id': '189', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '190', 'type': 'attribute', 'children': ['191', '192']}, {'id': '191', 'type': 'identifier', 'children': [], 'value': 'module'}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'every'}, {'id': '193', 'type': 'continue_statement', 'children': []}; {'id': '194', 'type': 'if_statement', 'children': ['195', '200', '226']}, {'id': '195', 'type': 'comparison_operator', 'children': ['196', '199'], 'value': 'is'}; {'id': '196', 'type': 'attribute', 'children': ['197', '198']}, {'id': '197', 'type': 'identifier', 'children': [], 'value': 'module'}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'blob_keys'}, {'id': '199', 'type': 'None', 'children': []}; {'id': '200', 'type': 'block', 'children': ['201']}, {'id': '201', 'type': 'expression_statement', 'children': ['202']}; {'id': '202', 'type': 'assignment', 'children': ['203', '204']}, {'id': '203', 'type': 'identifier', 'children': [], 'value': 'blob_to_send'}; {'id': '204', 'type': 'call', 'children': ['205', '206']}, {'id': '205', 'type': 'identifier', 'children': [], 'value': 'Blob'}; {'id': '206', 'type': 'argument_list', 'children': ['207']}, {'id': '207', 'type': 'dictionary_comprehension', 'children': ['208', '215', '220']}; {'id': '208', 'type': 'pair', 'children': ['209', '210']}, {'id': '209', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '210', 'type': 'subscript', 'children': ['211', '214']}, {'id': '211', 'type': 'attribute', 'children': ['212', '213']}; {'id': '212', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '213', 'type': 'identifier', 'children': [], 'value': 'blob'}; {'id': '214', 'type': 'identifier', 'children': [], 'value': 'k'}, {'id': '215', 'type': 'for_in_clause', 'children': ['216', '217']}; {'id': '216', 'type': 'identifier', 'children': [], 'value': 'k'}, {'id': '217', 'type': 'attribute', 'children': ['218', '219']}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'module'}, {'id': '219', 'type': 'identifier', 'children': [], 'value': 'blob_keys'}; {'id': '220', 'type': 'if_clause', 'children': ['221']}, {'id': '221', 'type': 'comparison_operator', 'children': ['222', '223'], 'value': 'in'}; {'id': '222', 'type': 'identifier', 'children': [], 'value': 'k'}, {'id': '223', 'type': 'attribute', 'children': ['224', '225']}; {'id': '224', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '225', 'type': 'identifier', 'children': [], 'value': 'blob'}; {'id': '226', 'type': 'else_clause', 'children': ['227']}, {'id': '227', 'type': 'block', 'children': ['228']}; {'id': '228', 'type': 'expression_statement', 'children': ['229']}, {'id': '229', 'type': 'assignment', 'children': ['230', '231']}; {'id': '230', 'type': 'identifier', 'children': [], 'value': 'blob_to_send'}, {'id': '231', 'type': 'attribute', 'children': ['232', '233']}; {'id': '232', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '233', 'type': 'identifier', 'children': [], 'value': 'blob'}; {'id': '234', 'type': 'expression_statement', 'children': ['235']}, {'id': '235', 'type': 'call', 'children': ['236', '239']}; {'id': '236', 'type': 'attribute', 'children': ['237', '238']}, {'id': '237', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '238', 'type': 'identifier', 'children': [], 'value': 'debug'}, {'id': '239', 'type': 'argument_list', 'children': ['240']}; {'id': '240', 'type': 'call', 'children': ['241', '244']}, {'id': '241', 'type': 'attribute', 'children': ['242', '243']}; {'id': '242', 'type': 'string', 'children': [], 'value': '"Processing {0} "'}, {'id': '243', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '244', 'type': 'argument_list', 'children': ['245']}, {'id': '245', 'type': 'attribute', 'children': ['246', '247']}; {'id': '246', 'type': 'identifier', 'children': [], 'value': 'module'}, {'id': '247', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '248', 'type': 'expression_statement', 'children': ['249']}, {'id': '249', 'type': 'assignment', 'children': ['250', '251']}; {'id': '250', 'type': 'identifier', 'children': [], 'value': 'start'}, {'id': '251', 'type': 'call', 'children': ['252', '253']}; {'id': '252', 'type': 'identifier', 'children': [], 'value': 'timer'}, {'id': '253', 'type': 'argument_list', 'children': []}; {'id': '254', 'type': 'expression_statement', 'children': ['255']}, {'id': '255', 'type': 'assignment', 'children': ['256', '257']}; {'id': '256', 'type': 'identifier', 'children': [], 'value': 'start_cpu'}, {'id': '257', 'type': 'call', 'children': ['258', '259']}; {'id': '258', 'type': 'identifier', 'children': [], 'value': 'process_time'}, {'id': '259', 'type': 'argument_list', 'children': []}; {'id': '260', 'type': 'expression_statement', 'children': ['261']}, {'id': '261', 'type': 'assignment', 'children': ['262', '263']}; {'id': '262', 'type': 'identifier', 'children': [], 'value': 'new_blob'}, {'id': '263', 'type': 'call', 'children': ['264', '265']}; {'id': '264', 'type': 'identifier', 'children': [], 'value': 'module'}, {'id': '265', 'type': 'argument_list', 'children': ['266']}; {'id': '266', 'type': 'identifier', 'children': [], 'value': 'blob_to_send'}, {'id': '267', 'type': 'if_statement', 'children': ['268', '275']}; {'id': '268', 'type': 'boolean_operator', 'children': ['269', '272'], 'value': 'or'}, {'id': '269', 'type': 'attribute', 'children': ['270', '271']}; {'id': '270', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '271', 'type': 'identifier', 'children': [], 'value': 'timeit'}; {'id': '272', 'type': 'attribute', 'children': ['273', '274']}, {'id': '273', 'type': 'identifier', 'children': [], 'value': 'module'}; {'id': '274', 'type': 'identifier', 'children': [], 'value': 'timeit'}, {'id': '275', 'type': 'block', 'children': ['276', '294']}; {'id': '276', 'type': 'expression_statement', 'children': ['277']}, {'id': '277', 'type': 'call', 'children': ['278', '288']}; {'id': '278', 'type': 'attribute', 'children': ['279', '286', '287']}, {'id': '279', 'type': 'subscript', 'children': ['280', '285']}; {'id': '280', 'type': 'subscript', 'children': ['281', '284']}, {'id': '281', 'type': 'attribute', 'children': ['282', '283']}; {'id': '282', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '283', 'type': 'identifier', 'children': [], 'value': '_timeit'}; {'id': '284', 'type': 'identifier', 'children': [], 'value': 'module'}, {'id': '285', 'type': 'string', 'children': [], 'value': "'process'"}; {'id': '286', 'type': 'line_continuation', 'children': [], 'value': '\\'}, {'id': '287', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '288', 'type': 'argument_list', 'children': ['289']}, {'id': '289', 'type': 'binary_operator', 'children': ['290', '293'], 'value': '-'}; {'id': '290', 'type': 'call', 'children': ['291', '292']}, {'id': '291', 'type': 'identifier', 'children': [], 'value': 'timer'}; {'id': '292', 'type': 'argument_list', 'children': []}, {'id': '293', 'type': 'identifier', 'children': [], 'value': 'start'}; {'id': '294', 'type': 'expression_statement', 'children': ['295']}, {'id': '295', 'type': 'call', 'children': ['296', '306']}; {'id': '296', 'type': 'attribute', 'children': ['297', '304', '305']}, {'id': '297', 'type': 'subscript', 'children': ['298', '303']}; {'id': '298', 'type': 'subscript', 'children': ['299', '302']}, {'id': '299', 'type': 'attribute', 'children': ['300', '301']}; {'id': '300', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '301', 'type': 'identifier', 'children': [], 'value': '_timeit'}; {'id': '302', 'type': 'identifier', 'children': [], 'value': 'module'}, {'id': '303', 'type': 'string', 'children': [], 'value': "'process_cpu'"}; {'id': '304', 'type': 'line_continuation', 'children': [], 'value': '\\'}, {'id': '305', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '306', 'type': 'argument_list', 'children': ['307']}, {'id': '307', 'type': 'binary_operator', 'children': ['308', '311'], 'value': '-'}; {'id': '308', 'type': 'call', 'children': ['309', '310']}, {'id': '309', 'type': 'identifier', 'children': [], 'value': 'process_time'}; {'id': '310', 'type': 'argument_list', 'children': []}, {'id': '311', 'type': 'identifier', 'children': [], 'value': 'start_cpu'}; {'id': '312', 'type': 'if_statement', 'children': ['313', '318', '342']}, {'id': '313', 'type': 'comparison_operator', 'children': ['314', '317'], 'value': 'is'}; {'id': '314', 'type': 'attribute', 'children': ['315', '316']}, {'id': '315', 'type': 'identifier', 'children': [], 'value': 'module'}; {'id': '316', 'type': 'identifier', 'children': [], 'value': 'blob_keys'}, {'id': '317', 'type': 'None', 'children': []}; {'id': '318', 'type': 'block', 'children': ['319']}, {'id': '319', 'type': 'if_statement', 'children': ['320', '323']}; {'id': '320', 'type': 'comparison_operator', 'children': ['321', '322'], 'value': 'is'}, {'id': '321', 'type': 'identifier', 'children': [], 'value': 'new_blob'}; {'id': '322', 'type': 'None', 'children': []}, {'id': '323', 'type': 'block', 'children': ['324']}; {'id': '324', 'type': 'for_statement', 'children': ['325', '326', '331']}, {'id': '325', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '326', 'type': 'call', 'children': ['327', '330']}, {'id': '327', 'type': 'attribute', 'children': ['328', '329']}; {'id': '328', 'type': 'identifier', 'children': [], 'value': 'new_blob'}, {'id': '329', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '330', 'type': 'argument_list', 'children': []}, {'id': '331', 'type': 'block', 'children': ['332']}; {'id': '332', 'type': 'expression_statement', 'children': ['333']}, {'id': '333', 'type': 'assignment', 'children': ['334', '339']}; {'id': '334', 'type': 'subscript', 'children': ['335', '338']}, {'id': '335', 'type': 'attribute', 'children': ['336', '337']}; {'id': '336', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '337', 'type': 'identifier', 'children': [], 'value': 'blob'}; {'id': '338', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '339', 'type': 'subscript', 'children': ['340', '341']}; {'id': '340', 'type': 'identifier', 'children': [], 'value': 'new_blob'}, {'id': '341', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '342', 'type': 'else_clause', 'children': ['343']}, {'id': '343', 'type': 'block', 'children': ['344']}; {'id': '344', 'type': 'expression_statement', 'children': ['345']}, {'id': '345', 'type': 'assignment', 'children': ['346', '349']}; {'id': '346', 'type': 'attribute', 'children': ['347', '348']}, {'id': '347', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '348', 'type': 'identifier', 'children': [], 'value': 'blob'}, {'id': '349', 'type': 'identifier', 'children': [], 'value': 'new_blob'}; {'id': '350', 'type': 'expression_statement', 'children': ['351']}, {'id': '351', 'type': 'call', 'children': ['352', '359']}; {'id': '352', 'type': 'attribute', 'children': ['353', '358']}, {'id': '353', 'type': 'subscript', 'children': ['354', '357']}; {'id': '354', 'type': 'attribute', 'children': ['355', '356']}, {'id': '355', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '356', 'type': 'identifier', 'children': [], 'value': '_timeit'}, {'id': '357', 'type': 'string', 'children': [], 'value': "'cycles'"}; {'id': '358', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '359', 'type': 'argument_list', 'children': ['360']}; {'id': '360', 'type': 'binary_operator', 'children': ['361', '364'], 'value': '-'}, {'id': '361', 'type': 'call', 'children': ['362', '363']}; {'id': '362', 'type': 'identifier', 'children': [], 'value': 'timer'}, {'id': '363', 'type': 'argument_list', 'children': []}; {'id': '364', 'type': 'identifier', 'children': [], 'value': 'cycle_start'}, {'id': '365', 'type': 'expression_statement', 'children': ['366']}; {'id': '366', 'type': 'call', 'children': ['367', '374']}, {'id': '367', 'type': 'attribute', 'children': ['368', '373']}; {'id': '368', 'type': 'subscript', 'children': ['369', '372']}, {'id': '369', 'type': 'attribute', 'children': ['370', '371']}; {'id': '370', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '371', 'type': 'identifier', 'children': [], 'value': '_timeit'}; {'id': '372', 'type': 'string', 'children': [], 'value': "'cycles_cpu'"}, {'id': '373', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '374', 'type': 'argument_list', 'children': ['375']}, {'id': '375', 'type': 'binary_operator', 'children': ['376', '379'], 'value': '-'}; {'id': '376', 'type': 'call', 'children': ['377', '378']}, {'id': '377', 'type': 'identifier', 'children': [], 'value': 'process_time'}; {'id': '378', 'type': 'argument_list', 'children': []}, {'id': '379', 'type': 'identifier', 'children': [], 'value': 'cycle_start_cpu'}; {'id': '380', 'type': 'expression_statement', 'children': ['381']}, {'id': '381', 'type': 'augmented_assignment', 'children': ['382', '385'], 'value': '+='}; {'id': '382', 'type': 'attribute', 'children': ['383', '384']}, {'id': '383', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '384', 'type': 'identifier', 'children': [], 'value': '_cycle_count'}, {'id': '385', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '386', 'type': 'if_statement', 'children': ['387', '394']}, {'id': '387', 'type': 'boolean_operator', 'children': ['388', '389'], 'value': 'and'}; {'id': '388', 'type': 'identifier', 'children': [], 'value': 'cycles'}, {'id': '389', 'type': 'comparison_operator', 'children': ['390', '393'], 'value': '>='}; {'id': '390', 'type': 'attribute', 'children': ['391', '392']}, {'id': '391', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '392', 'type': 'identifier', 'children': [], 'value': '_cycle_count'}, {'id': '393', 'type': 'identifier', 'children': [], 'value': 'cycles'}; {'id': '394', 'type': 'block', 'children': ['395']}, {'id': '395', 'type': 'raise_statement', 'children': ['396']}; {'id': '396', 'type': 'identifier', 'children': [], 'value': 'StopIteration'}, {'id': '397', 'type': 'block', 'children': [], 'value': ''}; {'id': '398', 'type': 'except_clause', 'children': ['399', '400']}, {'id': '399', 'type': 'identifier', 'children': [], 'value': 'StopIteration'}; {'id': '400', 'type': 'block', 'children': ['401']}, {'id': '401', 'type': 'expression_statement', 'children': ['402']}; {'id': '402', 'type': 'call', 'children': ['403', '406']}, {'id': '403', 'type': 'attribute', 'children': ['404', '405']}; {'id': '404', 'type': 'identifier', 'children': [], 'value': 'log'}, {'id': '405', 'type': 'identifier', 'children': [], 'value': 'info'}; {'id': '406', 'type': 'argument_list', 'children': ['407']}, {'id': '407', 'type': 'string', 'children': [], 'value': '"Nothing left to pump through."'}; {'id': '408', 'type': 'return_statement', 'children': ['409']}, {'id': '409', 'type': 'call', 'children': ['410', '413']}; {'id': '410', 'type': 'attribute', 'children': ['411', '412']}, {'id': '411', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '412', 'type': 'identifier', 'children': [], 'value': 'finish'}, {'id': '413', 'type': 'argument_list', 'children': []}
def _drain(self, cycles=None): log.info("Now draining...") if not cycles: log.info("No cycle count, the pipeline may be drained forever.") if self.calibration: log.info("Setting up the detector calibration.") for module in self.modules: module.detector = self.calibration.get_detector() try: while not self._stop: cycle_start = timer() cycle_start_cpu = process_time() log.debug("Pumping blob self.blob = Blob() for module in self.modules: if self.blob is None: log.debug( "Skipping {0}, due to empty blob.".format( module.name ) ) continue if module.only_if and not module.only_if.issubset(set( self.blob.keys())): log.debug( "Skipping {0}, due to missing required key" "'{1}'.".format(module.name, module.only_if) ) continue if (self._cycle_count + 1) % module.every != 0: log.debug( "Skipping {0} (every {1} iterations).".format( module.name, module.every ) ) continue if module.blob_keys is not None: blob_to_send = Blob({ k: self.blob[k] for k in module.blob_keys if k in self.blob }) else: blob_to_send = self.blob log.debug("Processing {0} ".format(module.name)) start = timer() start_cpu = process_time() new_blob = module(blob_to_send) if self.timeit or module.timeit: self._timeit[module]['process'] \ .append(timer() - start) self._timeit[module]['process_cpu'] \ .append(process_time() - start_cpu) if module.blob_keys is not None: if new_blob is not None: for key in new_blob.keys(): self.blob[key] = new_blob[key] else: self.blob = new_blob self._timeit['cycles'].append(timer() - cycle_start) self._timeit['cycles_cpu'].append( process_time() - cycle_start_cpu ) self._cycle_count += 1 if cycles and self._cycle_count >= cycles: raise StopIteration except StopIteration: log.info("Nothing left to pump through.") return self.finish()
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'start'}, {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'default_parameter', 'children': ['5', '6']}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'backdate'}; {'id': '6', 'type': 'None', 'children': []}, {'id': '7', 'type': 'block', 'children': ['8', '20', '38', '50', '56', '122', '130', '138', '146', '154']}; {'id': '8', 'type': 'if_statement', 'children': ['9', '14']}, {'id': '9', 'type': 'attribute', 'children': ['10', '13']}; {'id': '10', 'type': 'attribute', 'children': ['11', '12']}, {'id': '11', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 's'}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'cum'}; {'id': '14', 'type': 'block', 'children': ['15']}, {'id': '15', 'type': 'raise_statement', 'children': ['16']}; {'id': '16', 'type': 'call', 'children': ['17', '18']}, {'id': '17', 'type': 'identifier', 'children': [], 'value': 'StartError'}; {'id': '18', 'type': 'argument_list', 'children': ['19']}, {'id': '19', 'type': 'string', 'children': [], 'value': '"Already have stamps, can\'t start again (must reset)."'}; {'id': '20', 'type': 'if_statement', 'children': ['21', '32']}, {'id': '21', 'type': 'boolean_operator', 'children': ['22', '27'], 'value': 'or'}; {'id': '22', 'type': 'attribute', 'children': ['23', '26']}, {'id': '23', 'type': 'attribute', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'f'}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'subdvsn_awaiting'}, {'id': '27', 'type': 'attribute', 'children': ['28', '31']}; {'id': '28', 'type': 'attribute', 'children': ['29', '30']}, {'id': '29', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 't'}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'par_subdvsn_awaiting'}; {'id': '32', 'type': 'block', 'children': ['33']}, {'id': '33', 'type': 'raise_statement', 'children': ['34']}; {'id': '34', 'type': 'call', 'children': ['35', '36']}, {'id': '35', 'type': 'identifier', 'children': [], 'value': 'StartError'}; {'id': '36', 'type': 'argument_list', 'children': ['37']}, {'id': '37', 'type': 'string', 'children': [], 'value': '"Already have subdivisions, can\'t start again (must reset)."'}; {'id': '38', 'type': 'if_statement', 'children': ['39', '44']}, {'id': '39', 'type': 'attribute', 'children': ['40', '43']}; {'id': '40', 'type': 'attribute', 'children': ['41', '42']}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 't'}, {'id': '43', 'type': 'identifier', 'children': [], 'value': 'stopped'}; {'id': '44', 'type': 'block', 'children': ['45']}, {'id': '45', 'type': 'raise_statement', 'children': ['46']}; {'id': '46', 'type': 'call', 'children': ['47', '48']}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'StoppedError'}; {'id': '48', 'type': 'argument_list', 'children': ['49']}, {'id': '49', 'type': 'string', 'children': [], 'value': '"Timer already stopped (must open new or reset)."'}; {'id': '50', 'type': 'expression_statement', 'children': ['51']}, {'id': '51', 'type': 'assignment', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 't'}, {'id': '53', 'type': 'call', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'timer'}, {'id': '55', 'type': 'argument_list', 'children': []}; {'id': '56', 'type': 'if_statement', 'children': ['57', '60', '65']}, {'id': '57', 'type': 'comparison_operator', 'children': ['58', '59'], 'value': 'is'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'backdate'}, {'id': '59', 'type': 'None', 'children': []}; {'id': '60', 'type': 'block', 'children': ['61']}, {'id': '61', 'type': 'expression_statement', 'children': ['62']}; {'id': '62', 'type': 'assignment', 'children': ['63', '64']}, {'id': '63', 'type': 'identifier', 'children': [], 'value': 't_start'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 't'}, {'id': '65', 'type': 'else_clause', 'children': ['66']}; {'id': '66', 'type': 'block', 'children': ['67', '81', '94', '104', '118']}, {'id': '67', 'type': 'if_statement', 'children': ['68', '75']}; {'id': '68', 'type': 'comparison_operator', 'children': ['69', '72'], 'value': 'is'}, {'id': '69', 'type': 'attribute', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'f'}, {'id': '71', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '72', 'type': 'attribute', 'children': ['73', '74']}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'root'}, {'id': '75', 'type': 'block', 'children': ['76']}; {'id': '76', 'type': 'raise_statement', 'children': ['77']}, {'id': '77', 'type': 'call', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'BackdateError'}, {'id': '79', 'type': 'argument_list', 'children': ['80']}; {'id': '80', 'type': 'string', 'children': [], 'value': '"Cannot backdate start of root timer."'}, {'id': '81', 'type': 'if_statement', 'children': ['82', '88']}; {'id': '82', 'type': 'not_operator', 'children': ['83']}, {'id': '83', 'type': 'call', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'isinstance'}, {'id': '85', 'type': 'argument_list', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'backdate'}, {'id': '87', 'type': 'identifier', 'children': [], 'value': 'float'}; {'id': '88', 'type': 'block', 'children': ['89']}, {'id': '89', 'type': 'raise_statement', 'children': ['90']}; {'id': '90', 'type': 'call', 'children': ['91', '92']}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '92', 'type': 'argument_list', 'children': ['93']}, {'id': '93', 'type': 'string', 'children': [], 'value': '"Backdate must be type float."'}; {'id': '94', 'type': 'if_statement', 'children': ['95', '98']}, {'id': '95', 'type': 'comparison_operator', 'children': ['96', '97'], 'value': '>'}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'backdate'}, {'id': '97', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '98', 'type': 'block', 'children': ['99']}, {'id': '99', 'type': 'raise_statement', 'children': ['100']}; {'id': '100', 'type': 'call', 'children': ['101', '102']}, {'id': '101', 'type': 'identifier', 'children': [], 'value': 'BackdateError'}; {'id': '102', 'type': 'argument_list', 'children': ['103']}, {'id': '103', 'type': 'string', 'children': [], 'value': '"Cannot backdate to future time."'}; {'id': '104', 'type': 'if_statement', 'children': ['105', '112']}, {'id': '105', 'type': 'comparison_operator', 'children': ['106', '107'], 'value': '<'}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'backdate'}, {'id': '107', 'type': 'attribute', 'children': ['108', '111']}; {'id': '108', 'type': 'attribute', 'children': ['109', '110']}, {'id': '109', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'tm1'}, {'id': '111', 'type': 'identifier', 'children': [], 'value': 'last_t'}; {'id': '112', 'type': 'block', 'children': ['113']}, {'id': '113', 'type': 'raise_statement', 'children': ['114']}; {'id': '114', 'type': 'call', 'children': ['115', '116']}, {'id': '115', 'type': 'identifier', 'children': [], 'value': 'BackdateError'}; {'id': '116', 'type': 'argument_list', 'children': ['117']}, {'id': '117', 'type': 'string', 'children': [], 'value': '"Cannot backdate start to time previous to latest stamp in parent timer."'}; {'id': '118', 'type': 'expression_statement', 'children': ['119']}, {'id': '119', 'type': 'assignment', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 't_start'}, {'id': '121', 'type': 'identifier', 'children': [], 'value': 'backdate'}; {'id': '122', 'type': 'expression_statement', 'children': ['123']}, {'id': '123', 'type': 'assignment', 'children': ['124', '129']}; {'id': '124', 'type': 'attribute', 'children': ['125', '128']}, {'id': '125', 'type': 'attribute', 'children': ['126', '127']}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'f'}, {'id': '127', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'paused'}, {'id': '129', 'type': 'False', 'children': []}; {'id': '130', 'type': 'expression_statement', 'children': ['131']}, {'id': '131', 'type': 'assignment', 'children': ['132', '137']}; {'id': '132', 'type': 'attribute', 'children': ['133', '136']}, {'id': '133', 'type': 'attribute', 'children': ['134', '135']}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'f'}, {'id': '135', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'tmp_total'}, {'id': '137', 'type': 'float', 'children': [], 'value': '0.'}; {'id': '138', 'type': 'expression_statement', 'children': ['139']}, {'id': '139', 'type': 'assignment', 'children': ['140', '145']}; {'id': '140', 'type': 'attribute', 'children': ['141', '144']}, {'id': '141', 'type': 'attribute', 'children': ['142', '143']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'f'}, {'id': '143', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'start_t'}, {'id': '145', 'type': 'identifier', 'children': [], 'value': 't_start'}; {'id': '146', 'type': 'expression_statement', 'children': ['147']}, {'id': '147', 'type': 'assignment', 'children': ['148', '153']}; {'id': '148', 'type': 'attribute', 'children': ['149', '152']}, {'id': '149', 'type': 'attribute', 'children': ['150', '151']}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'f'}, {'id': '151', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'last_t'}, {'id': '153', 'type': 'identifier', 'children': [], 'value': 't_start'}; {'id': '154', 'type': 'return_statement', 'children': ['155']}, {'id': '155', 'type': 'identifier', 'children': [], 'value': 't'}
def start(backdate=None): if f.s.cum: raise StartError("Already have stamps, can't start again (must reset).") if f.t.subdvsn_awaiting or f.t.par_subdvsn_awaiting: raise StartError("Already have subdivisions, can't start again (must reset).") if f.t.stopped: raise StoppedError("Timer already stopped (must open new or reset).") t = timer() if backdate is None: t_start = t else: if f.t is f.root: raise BackdateError("Cannot backdate start of root timer.") if not isinstance(backdate, float): raise TypeError("Backdate must be type float.") if backdate > t: raise BackdateError("Cannot backdate to future time.") if backdate < f.tm1.last_t: raise BackdateError("Cannot backdate start to time previous to latest stamp in parent timer.") t_start = backdate f.t.paused = False f.t.tmp_total = 0. f.t.start_t = t_start f.t.last_t = t_start return t
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '26']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'stamp'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11', '14', '17', '20', '23']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'name'}, {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'backdate'}, {'id': '7', 'type': 'None', 'children': []}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}, {'id': '9', 'type': 'identifier', 'children': [], 'value': 'unique'}; {'id': '10', 'type': 'None', 'children': []}, {'id': '11', 'type': 'default_parameter', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'keep_subdivisions'}, {'id': '13', 'type': 'None', 'children': []}; {'id': '14', 'type': 'default_parameter', 'children': ['15', '16']}, {'id': '15', 'type': 'identifier', 'children': [], 'value': 'quick_print'}; {'id': '16', 'type': 'None', 'children': []}, {'id': '17', 'type': 'default_parameter', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'un'}, {'id': '19', 'type': 'None', 'children': []}; {'id': '20', 'type': 'default_parameter', 'children': ['21', '22']}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'ks'}; {'id': '22', 'type': 'None', 'children': []}, {'id': '23', 'type': 'default_parameter', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'qp'}, {'id': '25', 'type': 'None', 'children': []}; {'id': '26', 'type': 'block', 'children': ['27', '33', '45', '57', '109', '119', '140', '161', '182', '191', '199', '207', '217']}, {'id': '27', 'type': 'expression_statement', 'children': ['28']}; {'id': '28', 'type': 'assignment', 'children': ['29', '30']}, {'id': '29', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '30', 'type': 'call', 'children': ['31', '32']}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'timer'}; {'id': '32', 'type': 'argument_list', 'children': []}, {'id': '33', 'type': 'if_statement', 'children': ['34', '39']}; {'id': '34', 'type': 'attribute', 'children': ['35', '38']}, {'id': '35', 'type': 'attribute', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'f'}, {'id': '37', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'stopped'}, {'id': '39', 'type': 'block', 'children': ['40']}; {'id': '40', 'type': 'raise_statement', 'children': ['41']}, {'id': '41', 'type': 'call', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'StoppedError'}, {'id': '43', 'type': 'argument_list', 'children': ['44']}; {'id': '44', 'type': 'string', 'children': [], 'value': '"Cannot stamp stopped timer."'}, {'id': '45', 'type': 'if_statement', 'children': ['46', '51']}; {'id': '46', 'type': 'attribute', 'children': ['47', '50']}, {'id': '47', 'type': 'attribute', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'f'}, {'id': '49', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'paused'}, {'id': '51', 'type': 'block', 'children': ['52']}; {'id': '52', 'type': 'raise_statement', 'children': ['53']}, {'id': '53', 'type': 'call', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'PausedError'}, {'id': '55', 'type': 'argument_list', 'children': ['56']}; {'id': '56', 'type': 'string', 'children': [], 'value': '"Cannot stamp paused timer."'}, {'id': '57', 'type': 'if_statement', 'children': ['58', '61', '66']}; {'id': '58', 'type': 'comparison_operator', 'children': ['59', '60'], 'value': 'is'}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'backdate'}; {'id': '60', 'type': 'None', 'children': []}, {'id': '61', 'type': 'block', 'children': ['62']}; {'id': '62', 'type': 'expression_statement', 'children': ['63']}, {'id': '63', 'type': 'assignment', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 't_stamp'}, {'id': '65', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '66', 'type': 'else_clause', 'children': ['67']}, {'id': '67', 'type': 'block', 'children': ['68', '81', '91', '105']}; {'id': '68', 'type': 'if_statement', 'children': ['69', '75']}, {'id': '69', 'type': 'not_operator', 'children': ['70']}; {'id': '70', 'type': 'call', 'children': ['71', '72']}, {'id': '71', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '72', 'type': 'argument_list', 'children': ['73', '74']}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 'backdate'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'float'}, {'id': '75', 'type': 'block', 'children': ['76']}; {'id': '76', 'type': 'raise_statement', 'children': ['77']}, {'id': '77', 'type': 'call', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'TypeError'}, {'id': '79', 'type': 'argument_list', 'children': ['80']}; {'id': '80', 'type': 'string', 'children': [], 'value': '"Backdate must be type float."'}, {'id': '81', 'type': 'if_statement', 'children': ['82', '85']}; {'id': '82', 'type': 'comparison_operator', 'children': ['83', '84'], 'value': '>'}, {'id': '83', 'type': 'identifier', 'children': [], 'value': 'backdate'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 't'}, {'id': '85', 'type': 'block', 'children': ['86']}; {'id': '86', 'type': 'raise_statement', 'children': ['87']}, {'id': '87', 'type': 'call', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'BackdateError'}, {'id': '89', 'type': 'argument_list', 'children': ['90']}; {'id': '90', 'type': 'string', 'children': [], 'value': '"Cannot backdate to future time."'}, {'id': '91', 'type': 'if_statement', 'children': ['92', '99']}; {'id': '92', 'type': 'comparison_operator', 'children': ['93', '94'], 'value': '<'}, {'id': '93', 'type': 'identifier', 'children': [], 'value': 'backdate'}; {'id': '94', 'type': 'attribute', 'children': ['95', '98']}, {'id': '95', 'type': 'attribute', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'f'}, {'id': '97', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'last_t'}, {'id': '99', 'type': 'block', 'children': ['100']}; {'id': '100', 'type': 'raise_statement', 'children': ['101']}, {'id': '101', 'type': 'call', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'BackdateError'}, {'id': '103', 'type': 'argument_list', 'children': ['104']}; {'id': '104', 'type': 'string', 'children': [], 'value': '"Cannot backdate to time earlier than last stamp."'}, {'id': '105', 'type': 'expression_statement', 'children': ['106']}; {'id': '106', 'type': 'assignment', 'children': ['107', '108']}, {'id': '107', 'type': 'identifier', 'children': [], 'value': 't_stamp'}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'backdate'}, {'id': '109', 'type': 'expression_statement', 'children': ['110']}; {'id': '110', 'type': 'assignment', 'children': ['111', '112']}, {'id': '111', 'type': 'identifier', 'children': [], 'value': 'elapsed'}; {'id': '112', 'type': 'binary_operator', 'children': ['113', '114'], 'value': '-'}, {'id': '113', 'type': 'identifier', 'children': [], 'value': 't_stamp'}; {'id': '114', 'type': 'attribute', 'children': ['115', '118']}, {'id': '115', 'type': 'attribute', 'children': ['116', '117']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'f'}, {'id': '117', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'last_t'}, {'id': '119', 'type': 'expression_statement', 'children': ['120']}; {'id': '120', 'type': 'assignment', 'children': ['121', '122']}, {'id': '121', 'type': 'identifier', 'children': [], 'value': 'unique'}; {'id': '122', 'type': 'conditional_expression', 'children': ['123', '126', '134'], 'value': 'if'}, {'id': '123', 'type': 'subscript', 'children': ['124', '125']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'SET'}, {'id': '125', 'type': 'string', 'children': [], 'value': "'UN'"}; {'id': '126', 'type': 'parenthesized_expression', 'children': ['127']}, {'id': '127', 'type': 'boolean_operator', 'children': ['128', '131'], 'value': 'and'}; {'id': '128', 'type': 'comparison_operator', 'children': ['129', '130'], 'value': 'is'}, {'id': '129', 'type': 'identifier', 'children': [], 'value': 'unique'}; {'id': '130', 'type': 'None', 'children': []}, {'id': '131', 'type': 'comparison_operator', 'children': ['132', '133'], 'value': 'is'}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'un'}, {'id': '133', 'type': 'None', 'children': []}; {'id': '134', 'type': 'call', 'children': ['135', '136']}, {'id': '135', 'type': 'identifier', 'children': [], 'value': 'bool'}; {'id': '136', 'type': 'argument_list', 'children': ['137']}, {'id': '137', 'type': 'boolean_operator', 'children': ['138', '139'], 'value': 'or'}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'unique'}, {'id': '139', 'type': 'identifier', 'children': [], 'value': 'un'}; {'id': '140', 'type': 'expression_statement', 'children': ['141']}, {'id': '141', 'type': 'assignment', 'children': ['142', '143']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'keep_subdivisions'}, {'id': '143', 'type': 'conditional_expression', 'children': ['144', '147', '155'], 'value': 'if'}; {'id': '144', 'type': 'subscript', 'children': ['145', '146']}, {'id': '145', 'type': 'identifier', 'children': [], 'value': 'SET'}; {'id': '146', 'type': 'string', 'children': [], 'value': "'KS'"}, {'id': '147', 'type': 'parenthesized_expression', 'children': ['148']}; {'id': '148', 'type': 'boolean_operator', 'children': ['149', '152'], 'value': 'and'}, {'id': '149', 'type': 'comparison_operator', 'children': ['150', '151'], 'value': 'is'}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'keep_subdivisions'}, {'id': '151', 'type': 'None', 'children': []}; {'id': '152', 'type': 'comparison_operator', 'children': ['153', '154'], 'value': 'is'}, {'id': '153', 'type': 'identifier', 'children': [], 'value': 'ks'}; {'id': '154', 'type': 'None', 'children': []}, {'id': '155', 'type': 'call', 'children': ['156', '157']}; 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{'id': '186', 'type': 'identifier', 'children': [], 'value': 'name'}, {'id': '187', 'type': 'identifier', 'children': [], 'value': 'elapsed'}; {'id': '188', 'type': 'identifier', 'children': [], 'value': 'unique'}, {'id': '189', 'type': 'identifier', 'children': [], 'value': 'keep_subdivisions'}; {'id': '190', 'type': 'identifier', 'children': [], 'value': 'quick_print'}, {'id': '191', 'type': 'expression_statement', 'children': ['192']}; {'id': '192', 'type': 'assignment', 'children': ['193', '194']}, {'id': '193', 'type': 'identifier', 'children': [], 'value': 'tmp_self'}; {'id': '194', 'type': 'binary_operator', 'children': ['195', '198'], 'value': '-'}, {'id': '195', 'type': 'call', 'children': ['196', '197']}; {'id': '196', 'type': 'identifier', 'children': [], 'value': 'timer'}, {'id': '197', 'type': 'argument_list', 'children': []}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 't'}, {'id': '199', 'type': 'expression_statement', 'children': ['200']}; {'id': '200', 'type': 'augmented_assignment', 'children': ['201', '206'], 'value': '+='}, {'id': '201', 'type': 'attribute', 'children': ['202', '205']}; {'id': '202', 'type': 'attribute', 'children': ['203', '204']}, {'id': '203', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '204', 'type': 'identifier', 'children': [], 'value': 't'}, {'id': '205', 'type': 'identifier', 'children': [], 'value': 'self_cut'}; {'id': '206', 'type': 'identifier', 'children': [], 'value': 'tmp_self'}, {'id': '207', 'type': 'expression_statement', 'children': ['208']}; {'id': '208', 'type': 'assignment', 'children': ['209', '214']}, {'id': '209', 'type': 'attribute', 'children': ['210', '213']}; {'id': '210', 'type': 'attribute', 'children': ['211', '212']}, {'id': '211', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '212', 'type': 'identifier', 'children': [], 'value': 't'}, {'id': '213', 'type': 'identifier', 'children': [], 'value': 'last_t'}; {'id': '214', 'type': 'binary_operator', 'children': ['215', '216'], 'value': '+'}, {'id': '215', 'type': 'identifier', 'children': [], 'value': 't_stamp'}; {'id': '216', 'type': 'identifier', 'children': [], 'value': 'tmp_self'}, {'id': '217', 'type': 'return_statement', 'children': ['218']}
def stamp(name, backdate=None, unique=None, keep_subdivisions=None, quick_print=None, un=None, ks=None, qp=None): t = timer() if f.t.stopped: raise StoppedError("Cannot stamp stopped timer.") if f.t.paused: raise PausedError("Cannot stamp paused timer.") if backdate is None: t_stamp = t else: if not isinstance(backdate, float): raise TypeError("Backdate must be type float.") if backdate > t: raise BackdateError("Cannot backdate to future time.") if backdate < f.t.last_t: raise BackdateError("Cannot backdate to time earlier than last stamp.") t_stamp = backdate elapsed = t_stamp - f.t.last_t unique = SET['UN'] if (unique is None and un is None) else bool(unique or un) keep_subdivisions = SET['KS'] if (keep_subdivisions is None and ks is None) else bool(keep_subdivisions or ks) quick_print = SET['QP'] if (quick_print is None and qp is None) else bool(quick_print or qp) _stamp(name, elapsed, unique, keep_subdivisions, quick_print) tmp_self = timer() - t f.t.self_cut += tmp_self f.t.last_t = t_stamp + tmp_self return t
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{'id': '202', 'type': 'identifier', 'children': [], 'value': 'last_t'}, {'id': '203', 'type': 'expression_statement', 'children': ['204']}; {'id': '204', 'type': 'call', 'children': ['205', '206']}, {'id': '205', 'type': 'identifier', 'children': [], 'value': '_stamp'}; {'id': '206', 'type': 'argument_list', 'children': ['207', '208', '209', '210', '211']}, {'id': '207', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '208', 'type': 'identifier', 'children': [], 'value': 'elapsed'}, {'id': '209', 'type': 'identifier', 'children': [], 'value': 'unique'}; {'id': '210', 'type': 'identifier', 'children': [], 'value': 'keep_subdivisions'}, {'id': '211', 'type': 'identifier', 'children': [], 'value': 'quick_print'}; {'id': '212', 'type': 'else_clause', 'children': ['213']}, {'id': '213', 'type': 'block', 'children': ['214']}; {'id': '214', 'type': 'expression_statement', 'children': ['215']}, {'id': '215', 'type': 'call', 'children': ['216', '219']}; {'id': '216', 'type': 'attribute', 'children': ['217', '218']}, {'id': '217', 'type': 'identifier', 'children': [], 'value': 'times_priv'}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'assign_subdivisions'}, {'id': '219', 'type': 'argument_list', 'children': ['220', '221']}; {'id': '220', 'type': 'identifier', 'children': [], 'value': 'UNASGN'}, {'id': '221', 'type': 'identifier', 'children': [], 'value': 'keep_subdivisions'}; {'id': '222', 'type': 'for_statement', 'children': ['223', '224', '229']}, {'id': '223', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '224', 'type': 'attribute', 'children': ['225', '228']}, {'id': '225', 'type': 'attribute', 'children': ['226', '227']}; {'id': '226', 'type': 'identifier', 'children': [], 'value': 'f'}, {'id': '227', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '228', 'type': 'identifier', 'children': [], 'value': 'rgstr_stamps'}, {'id': '229', 'type': 'block', 'children': ['230']}; {'id': '230', 'type': 'if_statement', 'children': ['231', '238']}, {'id': '231', 'type': 'comparison_operator', 'children': ['232', '233'], 'value': 'not'}; {'id': '232', 'type': 'identifier', 'children': [], 'value': 's'}, {'id': '233', 'type': 'attribute', 'children': ['234', '237']}; {'id': '234', 'type': 'attribute', 'children': ['235', '236']}, {'id': '235', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '236', 'type': 'identifier', 'children': [], 'value': 's'}, {'id': '237', 'type': 'identifier', 'children': [], 'value': 'cum'}; {'id': '238', 'type': 'block', 'children': ['239', '249']}, {'id': '239', 'type': 'expression_statement', 'children': ['240']}; {'id': '240', 'type': 'assignment', 'children': ['241', '248']}, {'id': '241', 'type': 'subscript', 'children': ['242', '247']}; {'id': '242', 'type': 'attribute', 'children': ['243', '246']}, {'id': '243', 'type': 'attribute', 'children': ['244', '245']}; {'id': '244', 'type': 'identifier', 'children': [], 'value': 'f'}, {'id': '245', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '246', 'type': 'identifier', 'children': [], 'value': 'cum'}, {'id': '247', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '248', 'type': 'float', 'children': [], 'value': '0.'}, {'id': '249', 'type': 'expression_statement', 'children': ['250']}; {'id': '250', 'type': 'call', 'children': ['251', '258']}, {'id': '251', 'type': 'attribute', 'children': ['252', '257']}; {'id': '252', 'type': 'attribute', 'children': ['253', '256']}, {'id': '253', 'type': 'attribute', 'children': ['254', '255']}; {'id': '254', 'type': 'identifier', 'children': [], 'value': 'f'}, {'id': '255', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '256', 'type': 'identifier', 'children': [], 'value': 'order'}, {'id': '257', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '258', 'type': 'argument_list', 'children': ['259']}, {'id': '259', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '260', 'type': 'if_statement', 'children': ['261', '267']}, {'id': '261', 'type': 'not_operator', 'children': ['262']}; {'id': '262', 'type': 'attribute', 'children': ['263', '266']}, {'id': '263', 'type': 'attribute', 'children': ['264', '265']}; {'id': '264', 'type': 'identifier', 'children': [], 'value': 'f'}, {'id': '265', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '266', 'type': 'identifier', 'children': [], 'value': 'paused'}, {'id': '267', 'type': 'block', 'children': ['268']}; {'id': '268', 'type': 'expression_statement', 'children': ['269']}, {'id': '269', 'type': 'augmented_assignment', 'children': ['270', '275'], 'value': '+='}; {'id': '270', 'type': 'attribute', 'children': ['271', '274']}, {'id': '271', 'type': 'attribute', 'children': ['272', '273']}; {'id': '272', 'type': 'identifier', 'children': [], 'value': 'f'}, {'id': '273', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '274', 'type': 'identifier', 'children': [], 'value': 'tmp_total'}, {'id': '275', 'type': 'binary_operator', 'children': ['276', '277'], 'value': '-'}; {'id': '276', 'type': 'identifier', 'children': [], 'value': 't_stop'}, {'id': '277', 'type': 'attribute', 'children': ['278', '281']}; {'id': '278', 'type': 'attribute', 'children': ['279', '280']}, {'id': '279', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '280', 'type': 'identifier', 'children': [], 'value': 't'}, {'id': '281', 'type': 'identifier', 'children': [], 'value': 'start_t'}; {'id': '282', 'type': 'expression_statement', 'children': ['283']}, {'id': '283', 'type': 'augmented_assignment', 'children': ['284', '289'], 'value': '-='}; {'id': '284', 'type': 'attribute', 'children': ['285', '288']}, {'id': '285', 'type': 'attribute', 'children': ['286', '287']}; {'id': '286', 'type': 'identifier', 'children': [], 'value': 'f'}, {'id': '287', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '288', 'type': 'identifier', 'children': [], 'value': 'tmp_total'}, {'id': '289', 'type': 'attribute', 'children': ['290', '293']}; {'id': '290', 'type': 'attribute', 'children': ['291', '292']}, {'id': '291', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '292', 'type': 'identifier', 'children': [], 'value': 't'}, {'id': '293', 'type': 'identifier', 'children': [], 'value': 'self_cut'}; {'id': '294', 'type': 'expression_statement', 'children': ['295']}, {'id': '295', 'type': 'augmented_assignment', 'children': ['296', '301'], 'value': '+='}; {'id': '296', 'type': 'attribute', 'children': ['297', '300']}, {'id': '297', 'type': 'attribute', 'children': ['298', '299']}; {'id': '298', 'type': 'identifier', 'children': [], 'value': 'f'}, {'id': '299', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '300', 'type': 'identifier', 'children': [], 'value': 'self_cut'}, {'id': '301', 'type': 'binary_operator', 'children': ['302', '305'], 'value': '-'}; {'id': '302', 'type': 'call', 'children': ['303', '304']}, {'id': '303', 'type': 'identifier', 'children': [], 'value': 'timer'}; {'id': '304', 'type': 'argument_list', 'children': []}, {'id': '305', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '306', 'type': 'expression_statement', 'children': ['307']}, {'id': '307', 'type': 'call', 'children': ['308', '311']}; {'id': '308', 'type': 'attribute', 'children': ['309', '310']}, {'id': '309', 'type': 'identifier', 'children': [], 'value': 'times_priv'}; {'id': '310', 'type': 'identifier', 'children': [], 'value': 'dump_times'}, {'id': '311', 'type': 'argument_list', 'children': []}; {'id': '312', 'type': 'expression_statement', 'children': ['313']}, {'id': '313', 'type': 'assignment', 'children': ['314', '319']}; {'id': '314', 'type': 'attribute', 'children': ['315', '318']}, {'id': '315', 'type': 'attribute', 'children': ['316', '317']}; {'id': '316', 'type': 'identifier', 'children': [], 'value': 'f'}, {'id': '317', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '318', 'type': 'identifier', 'children': [], 'value': 'stopped'}, {'id': '319', 'type': 'True', 'children': []}; {'id': '320', 'type': 'if_statement', 'children': ['321', '322']}, {'id': '321', 'type': 'identifier', 'children': [], 'value': 'quick_print'}; {'id': '322', 'type': 'block', 'children': ['323']}, {'id': '323', 'type': 'expression_statement', 'children': ['324']}; {'id': '324', 'type': 'call', 'children': ['325', '326']}, {'id': '325', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '326', 'type': 'argument_list', 'children': ['327']}, {'id': '327', 'type': 'call', 'children': ['328', '331']}; {'id': '328', 'type': 'attribute', 'children': ['329', '330']}, {'id': '329', 'type': 'string', 'children': [], 'value': '"({}) Total: {:.4f}"'}; {'id': '330', 'type': 'identifier', 'children': [], 'value': 'format'}, {'id': '331', 'type': 'argument_list', 'children': ['332', '337']}; {'id': '332', 'type': 'attribute', 'children': ['333', '336']}, {'id': '333', 'type': 'attribute', 'children': ['334', '335']}; {'id': '334', 'type': 'identifier', 'children': [], 'value': 'f'}, {'id': '335', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '336', 'type': 'identifier', 'children': [], 'value': 'name'}, {'id': '337', 'type': 'attribute', 'children': ['338', '341']}; {'id': '338', 'type': 'attribute', 'children': ['339', '340']}, {'id': '339', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '340', 'type': 'identifier', 'children': [], 'value': 'r'}, {'id': '341', 'type': 'identifier', 'children': [], 'value': 'total'}; {'id': '342', 'type': 'return_statement', 'children': ['343']}, {'id': '343', 'type': 'identifier', 'children': [], 'value': 't'}
def stop(name=None, backdate=None, unique=None, keep_subdivisions=None, quick_print=None, un=None, ks=None, qp=None): t = timer() if f.t.stopped: raise StoppedError("Timer already stopped.") if backdate is None: t_stop = t else: if f.t is f.root: raise BackdateError("Cannot backdate stop of root timer.") if not isinstance(backdate, float): raise TypeError("Backdate must be type float.") if backdate > t: raise BackdateError("Cannot backdate to future time.") if backdate < f.t.last_t: raise BackdateError("Cannot backdate to time earlier than last stamp.") t_stop = backdate unique = SET['UN'] if (unique is None and un is None) else bool(unique or un) keep_subdivisions = SET['KS'] if (keep_subdivisions is None and ks is None) else bool(keep_subdivisions or ks) quick_print = SET['QP'] if (quick_print is None and qp is None) else bool(quick_print or qp) if name is not None: if f.t.paused: raise PausedError("Cannot stamp paused timer.") elapsed = t_stop - f.t.last_t _stamp(name, elapsed, unique, keep_subdivisions, quick_print) else: times_priv.assign_subdivisions(UNASGN, keep_subdivisions) for s in f.t.rgstr_stamps: if s not in f.s.cum: f.s.cum[s] = 0. f.s.order.append(s) if not f.t.paused: f.t.tmp_total += t_stop - f.t.start_t f.t.tmp_total -= f.t.self_cut f.t.self_cut += timer() - t times_priv.dump_times() f.t.stopped = True if quick_print: print("({}) Total: {:.4f}".format(f.t.name, f.r.total)) return t
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '38']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'timed_loop'}, {'id': '3', 'type': 'parameters', 'children': ['4', '7', '10', '15', '18', '23', '28', '33']}; {'id': '4', 'type': 'default_parameter', 'children': ['5', '6']}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '6', 'type': 'None', 'children': []}, {'id': '7', 'type': 'default_parameter', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'rgstr_stamps'}, {'id': '9', 'type': 'None', 'children': []}; {'id': '10', 'type': 'default_parameter', 'children': ['11', '12']}, {'id': '11', 'type': 'identifier', 'children': [], 'value': 'save_itrs'}; {'id': '12', 'type': 'subscript', 'children': ['13', '14']}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'SET'}; {'id': '14', 'type': 'string', 'children': [], 'value': "'SI'"}, {'id': '15', 'type': 'default_parameter', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'loop_end_stamp'}, {'id': '17', 'type': 'None', 'children': []}; {'id': '18', 'type': 'default_parameter', 'children': ['19', '20']}, {'id': '19', 'type': 'identifier', 'children': [], 'value': 'end_stamp_unique'}; {'id': '20', 'type': 'subscript', 'children': ['21', '22']}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'SET'}; {'id': '22', 'type': 'string', 'children': [], 'value': "'UN'"}, {'id': '23', 'type': 'default_parameter', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'keep_prev_subdivisions'}, {'id': '25', 'type': 'subscript', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'SET'}, {'id': '27', 'type': 'string', 'children': [], 'value': "'KS'"}; {'id': '28', 'type': 'default_parameter', 'children': ['29', '30']}, {'id': '29', 'type': 'identifier', 'children': [], 'value': 'keep_end_subdivisions'}; {'id': '30', 'type': 'subscript', 'children': ['31', '32']}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'SET'}; {'id': '32', 'type': 'string', 'children': [], 'value': "'KS'"}, {'id': '33', 'type': 'default_parameter', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'quick_print'}, {'id': '35', 'type': 'subscript', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'SET'}, {'id': '37', 'type': 'string', 'children': [], 'value': "'QP'"}; {'id': '38', 'type': 'block', 'children': ['39']}, {'id': '39', 'type': 'return_statement', 'children': ['40']}; {'id': '40', 'type': 'call', 'children': ['41', '42']}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'TimedLoop'}; {'id': '42', 'type': 'argument_list', 'children': ['43', '46', '49', '52', '55', '58', '61']}, {'id': '43', 'type': 'keyword_argument', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'name'}, {'id': '45', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '46', 'type': 'keyword_argument', 'children': ['47', '48']}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'rgstr_stamps'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'rgstr_stamps'}, {'id': '49', 'type': 'keyword_argument', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'save_itrs'}, {'id': '51', 'type': 'identifier', 'children': [], 'value': 'save_itrs'}; {'id': '52', 'type': 'keyword_argument', 'children': ['53', '54']}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'loop_end_stamp'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'loop_end_stamp'}, {'id': '55', 'type': 'keyword_argument', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'end_stamp_unique'}, {'id': '57', 'type': 'identifier', 'children': [], 'value': 'end_stamp_unique'}; {'id': '58', 'type': 'keyword_argument', 'children': ['59', '60']}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'keep_prev_subdivisions'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'keep_prev_subdivisions'}, {'id': '61', 'type': 'keyword_argument', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'keep_end_subdivisions'}, {'id': '63', 'type': 'identifier', 'children': [], 'value': 'keep_end_subdivisions'}
def timed_loop(name=None, rgstr_stamps=None, save_itrs=SET['SI'], loop_end_stamp=None, end_stamp_unique=SET['UN'], keep_prev_subdivisions=SET['KS'], keep_end_subdivisions=SET['KS'], quick_print=SET['QP']): return TimedLoop(name=name, rgstr_stamps=rgstr_stamps, save_itrs=save_itrs, loop_end_stamp=loop_end_stamp, end_stamp_unique=end_stamp_unique, keep_prev_subdivisions=keep_prev_subdivisions, keep_end_subdivisions=keep_end_subdivisions)
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '39']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'timed_for'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11', '16', '19', '24', '29', '34']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'iterable'}, {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'name'}, {'id': '7', 'type': 'None', 'children': []}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}, {'id': '9', 'type': 'identifier', 'children': [], 'value': 'rgstr_stamps'}; {'id': '10', 'type': 'None', 'children': []}, {'id': '11', 'type': 'default_parameter', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'save_itrs'}, {'id': '13', 'type': 'subscript', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'SET'}, {'id': '15', 'type': 'string', 'children': [], 'value': "'SI'"}; {'id': '16', 'type': 'default_parameter', 'children': ['17', '18']}, {'id': '17', 'type': 'identifier', 'children': [], 'value': 'loop_end_stamp'}; {'id': '18', 'type': 'None', 'children': []}, {'id': '19', 'type': 'default_parameter', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'end_stamp_unique'}, {'id': '21', 'type': 'subscript', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'SET'}, {'id': '23', 'type': 'string', 'children': [], 'value': "'UN'"}; {'id': '24', 'type': 'default_parameter', 'children': ['25', '26']}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 'keep_prev_subdivisions'}; {'id': '26', 'type': 'subscript', 'children': ['27', '28']}, {'id': '27', 'type': 'identifier', 'children': [], 'value': 'SET'}; {'id': '28', 'type': 'string', 'children': [], 'value': "'KS'"}, {'id': '29', 'type': 'default_parameter', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'keep_end_subdivisions'}, {'id': '31', 'type': 'subscript', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'SET'}, {'id': '33', 'type': 'string', 'children': [], 'value': "'KS'"}; {'id': '34', 'type': 'default_parameter', 'children': ['35', '36']}, {'id': '35', 'type': 'identifier', 'children': [], 'value': 'quick_print'}; {'id': '36', 'type': 'subscript', 'children': ['37', '38']}, {'id': '37', 'type': 'identifier', 'children': [], 'value': 'SET'}; {'id': '38', 'type': 'string', 'children': [], 'value': "'QP'"}, {'id': '39', 'type': 'block', 'children': ['40']}; {'id': '40', 'type': 'return_statement', 'children': ['41']}, {'id': '41', 'type': 'call', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'TimedFor'}, {'id': '43', 'type': 'argument_list', 'children': ['44', '45', '48', '51', '54', '57', '60', '63']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'iterable'}, {'id': '45', 'type': 'keyword_argument', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'name'}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '48', 'type': 'keyword_argument', 'children': ['49', '50']}, {'id': '49', 'type': 'identifier', 'children': [], 'value': 'rgstr_stamps'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'rgstr_stamps'}, {'id': '51', 'type': 'keyword_argument', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'save_itrs'}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'save_itrs'}; {'id': '54', 'type': 'keyword_argument', 'children': ['55', '56']}, {'id': '55', 'type': 'identifier', 'children': [], 'value': 'loop_end_stamp'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'loop_end_stamp'}, {'id': '57', 'type': 'keyword_argument', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'end_stamp_unique'}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'end_stamp_unique'}; {'id': '60', 'type': 'keyword_argument', 'children': ['61', '62']}, {'id': '61', 'type': 'identifier', 'children': [], 'value': 'keep_prev_subdivisions'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'keep_prev_subdivisions'}, {'id': '63', 'type': 'keyword_argument', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'keep_end_subdivisions'}, {'id': '65', 'type': 'identifier', 'children': [], 'value': 'keep_end_subdivisions'}
def timed_for(iterable, name=None, rgstr_stamps=None, save_itrs=SET['SI'], loop_end_stamp=None, end_stamp_unique=SET['UN'], keep_prev_subdivisions=SET['KS'], keep_end_subdivisions=SET['KS'], quick_print=SET['QP']): return TimedFor(iterable, name=name, rgstr_stamps=rgstr_stamps, save_itrs=save_itrs, loop_end_stamp=loop_end_stamp, end_stamp_unique=end_stamp_unique, keep_prev_subdivisions=keep_prev_subdivisions, keep_end_subdivisions=keep_end_subdivisions)
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'format_gmeta'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '8']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'data'}, {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'acl'}, {'id': '7', 'type': 'None', 'children': []}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}, {'id': '9', 'type': 'identifier', 'children': [], 'value': 'identifier'}; {'id': '10', 'type': 'None', 'children': []}, {'id': '11', 'type': 'block', 'children': ['12']}; {'id': '12', 'type': 'if_statement', 'children': ['13', '18', '122', '152']}, {'id': '13', 'type': 'call', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'isinstance'}, {'id': '15', 'type': 'argument_list', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'data'}, {'id': '17', 'type': 'identifier', 'children': [], 'value': 'dict'}; {'id': '18', 'type': 'block', 'children': ['19', '33', '45', '49', '105']}, {'id': '19', 'type': 'if_statement', 'children': ['20', '27']}; {'id': '20', 'type': 'boolean_operator', 'children': ['21', '24'], 'value': 'or'}, {'id': '21', 'type': 'comparison_operator', 'children': ['22', '23'], 'value': 'is'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'acl'}, {'id': '23', 'type': 'None', 'children': []}; {'id': '24', 'type': 'comparison_operator', 'children': ['25', '26'], 'value': 'is'}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 'identifier'}; {'id': '26', 'type': 'None', 'children': []}, {'id': '27', 'type': 'block', 'children': ['28']}; {'id': '28', 'type': 'raise_statement', 'children': ['29']}, {'id': '29', 'type': 'call', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'ValueError'}, {'id': '31', 'type': 'argument_list', 'children': ['32']}; 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{'id': '48', 'type': 'list', 'children': [], 'value': '[]'}, {'id': '49', 'type': 'for_statement', 'children': ['50', '51', '52']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'uuid'}, {'id': '51', 'type': 'identifier', 'children': [], 'value': 'acl'}; {'id': '52', 'type': 'block', 'children': ['53']}, {'id': '53', 'type': 'if_statement', 'children': ['54', '69', '96']}; {'id': '54', 'type': 'boolean_operator', 'children': ['55', '58'], 'value': 'and'}, {'id': '55', 'type': 'comparison_operator', 'children': ['56', '57'], 'value': '!='}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'uuid'}, {'id': '57', 'type': 'string', 'children': [], 'value': '"public"'}; {'id': '58', 'type': 'not_operator', 'children': ['59']}, {'id': '59', 'type': 'call', 'children': ['60', '67']}; {'id': '60', 'type': 'attribute', 'children': ['61', '66']}, {'id': '61', 'type': 'call', 'children': ['62', '65']}; {'id': '62', 'type': 'attribute', 'children': ['63', '64']}, {'id': '63', 'type': 'identifier', 'children': [], 'value': 'uuid'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'lower'}, {'id': '65', 'type': 'argument_list', 'children': []}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'startswith'}, {'id': '67', 'type': 'argument_list', 'children': ['68']}; {'id': '68', 'type': 'string', 'children': [], 'value': '"urn:"'}, {'id': '69', 'type': 'block', 'children': ['70', '83']}; {'id': '70', 'type': 'expression_statement', 'children': ['71']}, {'id': '71', 'type': 'call', 'children': ['72', '75']}; {'id': '72', 'type': 'attribute', 'children': ['73', '74']}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 'prefixed_acl'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '75', 'type': 'argument_list', 'children': ['76']}; {'id': '76', 'type': 'binary_operator', 'children': ['77', '78'], 'value': '+'}, {'id': '77', 'type': 'string', 'children': [], 'value': '"urn:globus:auth:identity:"'}; {'id': '78', 'type': 'call', 'children': ['79', '82']}, {'id': '79', 'type': 'attribute', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'uuid'}, {'id': '81', 'type': 'identifier', 'children': [], 'value': 'lower'}; {'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': 'prefixed_acl'}, {'id': '87', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '88', 'type': 'argument_list', 'children': ['89']}, {'id': '89', 'type': 'binary_operator', 'children': ['90', '91'], 'value': '+'}; {'id': '90', 'type': 'string', 'children': [], 'value': '"urn:globus:groups:id:"'}, {'id': '91', 'type': 'call', 'children': ['92', '95']}; {'id': '92', 'type': 'attribute', 'children': ['93', '94']}, {'id': '93', 'type': 'identifier', 'children': [], 'value': 'uuid'}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'lower'}, {'id': '95', 'type': 'argument_list', 'children': []}; {'id': '96', 'type': 'else_clause', 'children': ['97']}, {'id': '97', 'type': 'block', 'children': ['98']}; {'id': '98', 'type': 'expression_statement', 'children': ['99']}, {'id': '99', 'type': 'call', 'children': ['100', '103']}; {'id': '100', 'type': 'attribute', 'children': ['101', '102']}, {'id': '101', 'type': 'identifier', 'children': [], 'value': 'prefixed_acl'}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '103', 'type': 'argument_list', 'children': ['104']}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'uuid'}, {'id': '105', 'type': 'return_statement', 'children': ['106']}; {'id': '106', 'type': 'dictionary', 'children': ['107', '110', '113', '116', '119']}, {'id': '107', 'type': 'pair', 'children': ['108', '109']}; {'id': '108', 'type': 'string', 'children': [], 'value': '"@datatype"'}, {'id': '109', 'type': 'string', 'children': [], 'value': '"GMetaEntry"'}; {'id': '110', 'type': 'pair', 'children': ['111', '112']}, {'id': '111', 'type': 'string', 'children': [], 'value': '"@version"'}; {'id': '112', 'type': 'string', 'children': [], 'value': '"2016-11-09"'}, {'id': '113', 'type': 'pair', 'children': ['114', '115']}; {'id': '114', 'type': 'string', 'children': [], 'value': '"subject"'}, {'id': '115', 'type': 'identifier', 'children': [], 'value': 'identifier'}; {'id': '116', 'type': 'pair', 'children': ['117', '118']}, {'id': '117', 'type': 'string', 'children': [], 'value': '"visible_to"'}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'prefixed_acl'}, {'id': '119', 'type': 'pair', 'children': ['120', '121']}; {'id': '120', 'type': 'string', 'children': [], 'value': '"content"'}, {'id': '121', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '122', 'type': 'elif_clause', 'children': ['123', '128']}, {'id': '123', 'type': 'call', 'children': ['124', '125']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'isinstance'}, {'id': '125', 'type': 'argument_list', 'children': ['126', '127']}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'data'}, {'id': '127', 'type': 'identifier', 'children': [], 'value': 'list'}; 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{'id': '144', 'type': 'string', 'children': [], 'value': '"@datatype"'}, {'id': '145', 'type': 'string', 'children': [], 'value': '"GMetaList"'}; {'id': '146', 'type': 'pair', 'children': ['147', '148']}, {'id': '147', 'type': 'string', 'children': [], 'value': '"@version"'}; {'id': '148', 'type': 'string', 'children': [], 'value': '"2016-11-09"'}, {'id': '149', 'type': 'pair', 'children': ['150', '151']}; {'id': '150', 'type': 'string', 'children': [], 'value': '"gmeta"'}, {'id': '151', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '152', 'type': 'else_clause', 'children': ['153']}, {'id': '153', 'type': 'block', 'children': ['154']}; {'id': '154', 'type': 'raise_statement', 'children': ['155']}, {'id': '155', 'type': 'call', 'children': ['156', '157']}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'TypeError'}, {'id': '157', 'type': 'argument_list', 'children': ['158']}; {'id': '158', 'type': 'binary_operator', 'children': ['159', '168'], 'value': '+'}, {'id': '159', 'type': 'binary_operator', 'children': ['160', '161'], 'value': '+'}; {'id': '160', 'type': 'string', 'children': [], 'value': '"Cannot format \'"'}, {'id': '161', 'type': 'call', 'children': ['162', '163']}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'str'}, {'id': '163', 'type': 'argument_list', 'children': ['164']}; {'id': '164', 'type': 'call', 'children': ['165', '166']}, {'id': '165', 'type': 'identifier', 'children': [], 'value': 'type'}; {'id': '166', 'type': 'argument_list', 'children': ['167']}, {'id': '167', 'type': 'identifier', 'children': [], 'value': 'data'}
def format_gmeta(data, acl=None, identifier=None): if isinstance(data, dict): if acl is None or identifier is None: raise ValueError("acl and identifier are required when formatting a GMetaEntry.") if isinstance(acl, str): acl = [acl] prefixed_acl = [] for uuid in acl: if uuid != "public" and not uuid.lower().startswith("urn:"): prefixed_acl.append("urn:globus:auth:identity:"+uuid.lower()) prefixed_acl.append("urn:globus:groups:id:"+uuid.lower()) else: prefixed_acl.append(uuid) return { "@datatype": "GMetaEntry", "@version": "2016-11-09", "subject": identifier, "visible_to": prefixed_acl, "content": data } elif isinstance(data, list): return { "@datatype": "GIngest", "@version": "2016-11-09", "ingest_type": "GMetaList", "ingest_data": { "@datatype": "GMetaList", "@version": "2016-11-09", "gmeta": data } } else: raise TypeError("Cannot format '" + str(type(data)) + "' into GMeta.")
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{'id': '16', 'type': 'identifier', 'children': [], 'value': 'type_insensitive'}, {'id': '17', 'type': 'comparison_operator', 'children': ['18', '22'], 'value': '!='}; {'id': '18', 'type': 'call', 'children': ['19', '20']}, {'id': '19', 'type': 'identifier', 'children': [], 'value': 'type'}; {'id': '20', 'type': 'argument_list', 'children': ['21']}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'item1'}; {'id': '22', 'type': 'call', 'children': ['23', '24']}, {'id': '23', 'type': 'identifier', 'children': [], 'value': 'type'}; {'id': '24', 'type': 'argument_list', 'children': ['25']}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 'item2'}; {'id': '26', 'type': 'block', 'children': ['27']}, {'id': '27', 'type': 'return_statement', 'children': ['28']}; {'id': '28', 'type': 'False', 'children': []}, {'id': '29', 'type': 'if_statement', 'children': ['30', '35', '119', '232', '393']}; {'id': '30', 'type': 'call', 'children': ['31', '32']}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '32', 'type': 'argument_list', 'children': ['33', '34']}, {'id': '33', 'type': 'identifier', 'children': [], 'value': 'item1'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'Mapping'}, {'id': '35', 'type': 'block', 'children': ['36', '46', '60', '87', '117']}; {'id': '36', 'type': 'if_statement', 'children': ['37', '43']}, {'id': '37', 'type': 'not_operator', 'children': ['38']}; {'id': '38', 'type': 'call', 'children': ['39', '40']}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '40', 'type': 'argument_list', 'children': ['41', '42']}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'item2'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'Mapping'}, {'id': '43', 'type': 'block', 'children': ['44']}; {'id': '44', 'type': 'return_statement', 'children': ['45']}, {'id': '45', 'type': 'False', 'children': []}; {'id': '46', 'type': 'if_statement', 'children': ['47', '57']}, {'id': '47', 'type': 'not_operator', 'children': ['48']}; {'id': '48', 'type': 'comparison_operator', 'children': ['49', '53'], 'value': '=='}, {'id': '49', 'type': 'call', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '51', 'type': 'argument_list', 'children': ['52']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'item1'}, {'id': '53', 'type': 'call', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '55', 'type': 'argument_list', 'children': ['56']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'item2'}, {'id': '57', 'type': 'block', 'children': ['58']}; {'id': '58', 'type': 'return_statement', 'children': ['59']}, {'id': '59', 'type': 'False', 'children': []}; {'id': '60', 'type': 'if_statement', 'children': ['61', '84']}, {'id': '61', 'type': 'not_operator', 'children': ['62']}; {'id': '62', 'type': 'call', 'children': ['63', '64']}, {'id': '63', 'type': 'identifier', 'children': [], 'value': 'insensitive_comparison'}; {'id': '64', 'type': 'argument_list', 'children': ['65', '73', '81']}, {'id': '65', 'type': 'call', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'list'}, {'id': '67', 'type': 'argument_list', 'children': ['68']}; {'id': '68', 'type': 'call', 'children': ['69', '72']}, {'id': '69', 'type': 'attribute', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'item1'}, {'id': '71', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '72', 'type': 'argument_list', 'children': []}, {'id': '73', 'type': 'call', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'list'}, {'id': '75', 'type': 'argument_list', 'children': ['76']}; {'id': '76', 'type': 'call', 'children': ['77', '80']}, {'id': '77', 'type': 'attribute', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'item2'}, {'id': '79', 'type': 'identifier', 'children': [], 'value': 'keys'}; 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{'id': '112', 'type': 'identifier', 'children': [], 'value': 'string_insensitive'}, {'id': '113', 'type': 'identifier', 'children': [], 'value': 'string_insensitive'}; {'id': '114', 'type': 'block', 'children': ['115']}, {'id': '115', 'type': 'return_statement', 'children': ['116']}; {'id': '116', 'type': 'False', 'children': []}, {'id': '117', 'type': 'return_statement', 'children': ['118']}; {'id': '118', 'type': 'True', 'children': []}, {'id': '119', 'type': 'elif_clause', 'children': ['120', '125']}; {'id': '120', 'type': 'call', 'children': ['121', '122']}, {'id': '121', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '122', 'type': 'argument_list', 'children': ['123', '124']}, {'id': '123', 'type': 'identifier', 'children': [], 'value': 'item1'}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'str'}, {'id': '125', 'type': 'block', 'children': ['126', '136', '153']}; {'id': '126', 'type': 'if_statement', 'children': ['127', '133']}, {'id': '127', 'type': 'not_operator', 'children': ['128']}; 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{'id': '238', 'type': 'identifier', 'children': [], 'value': 'Container'}, {'id': '239', 'type': 'call', 'children': ['240', '241']}; {'id': '240', 'type': 'identifier', 'children': [], 'value': 'isinstance'}, {'id': '241', 'type': 'argument_list', 'children': ['242', '243']}; {'id': '242', 'type': 'identifier', 'children': [], 'value': 'item1'}, {'id': '243', 'type': 'identifier', 'children': [], 'value': 'Iterable'}; {'id': '244', 'type': 'block', 'children': ['245', '262', '276', '286', '290', '342']}, {'id': '245', 'type': 'if_statement', 'children': ['246', '259']}; {'id': '246', 'type': 'boolean_operator', 'children': ['247', '253'], 'value': 'or'}, {'id': '247', 'type': 'not_operator', 'children': ['248']}; {'id': '248', 'type': 'call', 'children': ['249', '250']}, {'id': '249', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '250', 'type': 'argument_list', 'children': ['251', '252']}, {'id': '251', 'type': 'identifier', 'children': [], 'value': 'item2'}; {'id': '252', 'type': 'identifier', 'children': [], 'value': 'Container'}, {'id': '253', 'type': 'not_operator', 'children': ['254']}; 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{'id': '270', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '271', 'type': 'argument_list', 'children': ['272']}; {'id': '272', 'type': 'identifier', 'children': [], 'value': 'item2'}, {'id': '273', 'type': 'block', 'children': ['274']}; {'id': '274', 'type': 'return_statement', 'children': ['275']}, {'id': '275', 'type': 'False', 'children': []}; {'id': '276', 'type': 'expression_statement', 'children': ['277']}, {'id': '277', 'type': 'assignment', 'children': ['278', '279']}; {'id': '278', 'type': 'identifier', 'children': [], 'value': 'item2_copy'}, {'id': '279', 'type': 'call', 'children': ['280', '281']}; {'id': '280', 'type': 'identifier', 'children': [], 'value': 'list'}, {'id': '281', 'type': 'argument_list', 'children': ['282']}; {'id': '282', 'type': 'call', 'children': ['283', '284']}, {'id': '283', 'type': 'identifier', 'children': [], 'value': 'deepcopy'}; {'id': '284', 'type': 'argument_list', 'children': ['285']}, {'id': '285', 'type': 'identifier', 'children': [], 'value': 'item2'}; {'id': '286', 'type': 'expression_statement', 'children': ['287']}, {'id': '287', 'type': 'assignment', 'children': ['288', '289']}; {'id': '288', 'type': 'identifier', 'children': [], 'value': 'remove_failed'}, {'id': '289', 'type': 'False', 'children': []}; {'id': '290', 'type': 'for_statement', 'children': ['291', '292', '293']}, {'id': '291', 'type': 'identifier', 'children': [], 'value': 'elem'}; {'id': '292', 'type': 'identifier', 'children': [], 'value': 'item1'}, {'id': '293', 'type': 'block', 'children': ['294', '298', '336']}; {'id': '294', 'type': 'expression_statement', 'children': ['295']}, {'id': '295', 'type': 'assignment', 'children': ['296', '297']}; {'id': '296', 'type': 'identifier', 'children': [], 'value': 'matched'}, {'id': '297', 'type': 'False', 'children': []}; {'id': '298', 'type': 'for_statement', 'children': ['299', '300', '301']}, {'id': '299', 'type': 'identifier', 'children': [], 'value': 'candidate'}; {'id': '300', 'type': 'identifier', 'children': [], 'value': 'item2'}, {'id': '301', 'type': 'block', 'children': ['302']}; 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{'id': '316', 'type': 'assignment', 'children': ['317', '318']}, {'id': '317', 'type': 'identifier', 'children': [], 'value': 'matched'}; {'id': '318', 'type': 'True', 'children': []}, {'id': '319', 'type': 'try_statement', 'children': ['320', '328']}; {'id': '320', 'type': 'block', 'children': ['321']}, {'id': '321', 'type': 'expression_statement', 'children': ['322']}; {'id': '322', 'type': 'call', 'children': ['323', '326']}, {'id': '323', 'type': 'attribute', 'children': ['324', '325']}; {'id': '324', 'type': 'identifier', 'children': [], 'value': 'item2_copy'}, {'id': '325', 'type': 'identifier', 'children': [], 'value': 'remove'}; {'id': '326', 'type': 'argument_list', 'children': ['327']}, {'id': '327', 'type': 'identifier', 'children': [], 'value': 'candidate'}; {'id': '328', 'type': 'except_clause', 'children': ['329', '330']}, {'id': '329', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '330', 'type': 'block', 'children': ['331']}, {'id': '331', 'type': 'expression_statement', 'children': ['332']}; {'id': '332', 'type': 'assignment', 'children': ['333', '334']}, {'id': '333', 'type': 'identifier', 'children': [], 'value': 'remove_failed'}; {'id': '334', 'type': 'True', 'children': []}, {'id': '335', 'type': 'break_statement', 'children': []}; {'id': '336', 'type': 'if_statement', 'children': ['337', '339']}, {'id': '337', 'type': 'not_operator', 'children': ['338']}; {'id': '338', 'type': 'identifier', 'children': [], 'value': 'matched'}, {'id': '339', 'type': 'block', 'children': ['340']}; {'id': '340', 'type': 'return_statement', 'children': ['341']}, {'id': '341', 'type': 'False', 'children': []}; {'id': '342', 'type': 'if_statement', 'children': ['343', '345', '353']}, {'id': '343', 'type': 'not_operator', 'children': ['344']}; {'id': '344', 'type': 'identifier', 'children': [], 'value': 'remove_failed'}, {'id': '345', 'type': 'block', 'children': ['346']}; {'id': '346', 'type': 'return_statement', 'children': ['347']}, {'id': '347', 'type': 'comparison_operator', 'children': ['348', '352'], 'value': '=='}; 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{'id': '364', 'type': 'identifier', 'children': [], 'value': 'candidate'}, {'id': '365', 'type': 'identifier', 'children': [], 'value': 'item1'}; {'id': '366', 'type': 'block', 'children': ['367']}, {'id': '367', 'type': 'if_statement', 'children': ['368', '379']}; {'id': '368', 'type': 'call', 'children': ['369', '370']}, {'id': '369', 'type': 'identifier', 'children': [], 'value': 'insensitive_comparison'}; {'id': '370', 'type': 'argument_list', 'children': ['371', '372', '373', '376']}, {'id': '371', 'type': 'identifier', 'children': [], 'value': 'elem'}; {'id': '372', 'type': 'identifier', 'children': [], 'value': 'candidate'}, {'id': '373', 'type': 'keyword_argument', 'children': ['374', '375']}; {'id': '374', 'type': 'identifier', 'children': [], 'value': 'type_insensitive'}, {'id': '375', 'type': 'identifier', 'children': [], 'value': 'type_insensitive'}; {'id': '376', 'type': 'keyword_argument', 'children': ['377', '378']}, {'id': '377', 'type': 'identifier', 'children': [], 'value': 'string_insensitive'}; {'id': '378', 'type': 'identifier', 'children': [], 'value': 'string_insensitive'}, {'id': '379', 'type': 'block', 'children': ['380', '384']}; {'id': '380', 'type': 'expression_statement', 'children': ['381']}, {'id': '381', 'type': 'assignment', 'children': ['382', '383']}; {'id': '382', 'type': 'identifier', 'children': [], 'value': 'matched'}, {'id': '383', 'type': 'True', 'children': []}; {'id': '384', 'type': 'break_statement', 'children': []}, {'id': '385', 'type': 'if_statement', 'children': ['386', '388']}; {'id': '386', 'type': 'not_operator', 'children': ['387']}, {'id': '387', 'type': 'identifier', 'children': [], 'value': 'matched'}; {'id': '388', 'type': 'block', 'children': ['389']}, {'id': '389', 'type': 'return_statement', 'children': ['390']}; {'id': '390', 'type': 'False', 'children': []}, {'id': '391', 'type': 'return_statement', 'children': ['392']}; {'id': '392', 'type': 'True', 'children': []}, {'id': '393', 'type': 'else_clause', 'children': ['394']}; {'id': '394', 'type': 'block', 'children': ['395']}, {'id': '395', 'type': 'return_statement', 'children': ['396']}; {'id': '396', 'type': 'comparison_operator', 'children': ['397', '398'], 'value': '=='}, {'id': '397', 'type': 'identifier', 'children': [], 'value': 'item1'}
def insensitive_comparison(item1, item2, type_insensitive=False, string_insensitive=False): if not type_insensitive and type(item1) != type(item2): return False if isinstance(item1, Mapping): if not isinstance(item2, Mapping): return False if not len(item1) == len(item2): return False if not insensitive_comparison(list(item1.keys()), list(item2.keys()), type_insensitive=True): return False for key, val in item1.items(): if not insensitive_comparison(item1[key], item2[key], type_insensitive=type_insensitive, string_insensitive=string_insensitive): return False return True elif isinstance(item1, str): if not isinstance(item2, str): return False if not len(item1) == len(item2) and not string_insensitive: return False if string_insensitive: if len(item1) <= 1: return item1.lower() == item2.lower() item1_list = [c for c in item1.lower() if not c.isspace()] item2_list = [c for c in item2.lower() if not c.isspace()] return insensitive_comparison(item1_list, item2_list, type_insensitive=type_insensitive, string_insensitive=string_insensitive) else: return item1 == item2 elif isinstance(item1, Container) and isinstance(item1, Iterable): if not isinstance(item2, Container) or not isinstance(item2, Iterable): return False if not len(item1) == len(item2): return False item2_copy = list(deepcopy(item2)) remove_failed = False for elem in item1: matched = False for candidate in item2: if insensitive_comparison(elem, candidate, type_insensitive=type_insensitive, string_insensitive=string_insensitive): matched = True try: item2_copy.remove(candidate) except ValueError: remove_failed = True break if not matched: return False if not remove_failed: return len(item2_copy) == 0 else: for elem in item2: matched = False for candidate in item1: if insensitive_comparison(elem, candidate, type_insensitive=type_insensitive, string_insensitive=string_insensitive): matched = True break if not matched: return False return True else: return item1 == item2
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{'id': '48', 'type': 'string', 'children': [], 'value': "'%suggested%'"}, {'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': 'filepath'}, {'id': '53', 'type': 'call', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'Path'}, {'id': '55', 'type': 'argument_list', 'children': ['56']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'suggested_filename'}, {'id': '57', 'type': 'elif_clause', 'children': ['58', '69']}; {'id': '58', 'type': 'call', 'children': ['59', '60']}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'any'}; {'id': '60', 'type': 'generator_expression', 'children': ['61', '66']}, {'id': '61', 'type': 'comparison_operator', 'children': ['62', '63'], 'value': 'in'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'template_pattern'}, {'id': '63', 'type': 'attribute', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'path'}, {'id': '65', 'type': 'identifier', 'children': [], 'value': 'parts'}; {'id': '66', 'type': 'for_in_clause', 'children': ['67', '68']}, {'id': '67', 'type': 'identifier', 'children': [], 'value': 'template_pattern'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'template_patterns'}, {'id': '69', 'type': 'block', 'children': ['70', '84', '97', '101', '241']}; {'id': '70', 'type': 'if_statement', 'children': ['71', '79']}, {'id': '71', 'type': 'call', 'children': ['72', '75']}; {'id': '72', 'type': 'attribute', 'children': ['73', '74']}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 'template'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'endswith'}, {'id': '75', 'type': 'argument_list', 'children': ['76']}; {'id': '76', 'type': 'tuple', 'children': ['77', '78']}, {'id': '77', 'type': 'string', 'children': [], 'value': "'/'"}; {'id': '78', 'type': 'string', 'children': [], 'value': "'\\\\'"}, {'id': '79', 'type': 'block', 'children': ['80']}; {'id': '80', 'type': 'expression_statement', 'children': ['81']}, {'id': '81', 'type': 'augmented_assignment', 'children': ['82', '83'], 'value': '+='}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'template'}, {'id': '83', 'type': 'identifier', 'children': [], 'value': 'suggested_filename'}; {'id': '84', 'type': 'expression_statement', 'children': ['85']}, {'id': '85', 'type': 'assignment', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'path'}, {'id': '87', 'type': 'call', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'Path'}, {'id': '89', 'type': 'argument_list', 'children': ['90']}; {'id': '90', 'type': 'call', 'children': ['91', '94']}, {'id': '91', 'type': 'attribute', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'template'}, {'id': '93', 'type': 'identifier', 'children': [], 'value': 'replace'}; {'id': '94', 'type': 'argument_list', 'children': ['95', '96']}, {'id': '95', 'type': 'string', 'children': [], 'value': "'%suggested%'"}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'suggested_filename'}, {'id': '97', 'type': 'expression_statement', 'children': ['98']}; {'id': '98', 'type': 'assignment', 'children': ['99', '100']}, {'id': '99', 'type': 'identifier', 'children': [], 'value': 'parts'}; {'id': '100', 'type': 'list', 'children': [], 'value': '[]'}, {'id': '101', 'type': 'for_statement', 'children': ['102', '103', '106']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'part'}, {'id': '103', 'type': 'attribute', 'children': ['104', '105']}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'path'}, {'id': '105', 'type': 'identifier', 'children': [], 'value': 'parts'}; {'id': '106', 'type': 'block', 'children': ['107']}, {'id': '107', 'type': 'if_statement', 'children': ['108', '113', '121']}; {'id': '108', 'type': 'comparison_operator', 'children': ['109', '110'], 'value': '=='}, {'id': '109', 'type': 'identifier', 'children': [], 'value': 'part'}; {'id': '110', 'type': 'attribute', 'children': ['111', '112']}, {'id': '111', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'anchor'}, {'id': '113', 'type': 'block', 'children': ['114']}; {'id': '114', 'type': 'expression_statement', 'children': ['115']}, {'id': '115', 'type': 'call', 'children': ['116', '119']}; {'id': '116', 'type': 'attribute', 'children': ['117', '118']}, {'id': '117', 'type': 'identifier', 'children': [], 'value': 'parts'}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '119', 'type': 'argument_list', 'children': ['120']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'part'}, {'id': '121', 'type': 'else_clause', 'children': ['122']}; {'id': '122', 'type': 'block', 'children': ['123', '231']}, {'id': '123', 'type': 'for_statement', 'children': ['124', '125', '126']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '125', 'type': 'identifier', 'children': [], 'value': 'template_patterns'}; {'id': '126', 'type': 'block', 'children': ['127']}, {'id': '127', 'type': 'if_statement', 'children': ['128', '144']}; {'id': '128', 'type': 'parenthesized_expression', 'children': ['129']}, {'id': '129', 'type': 'boolean_operator', 'children': ['130', '133'], 'value': 'and'}; {'id': '130', 'type': 'comparison_operator', 'children': ['131', '132'], 'value': 'in'}, {'id': '131', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'part'}, {'id': '133', 'type': 'call', 'children': ['134', '135']}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'any'}, {'id': '135', 'type': 'generator_expression', 'children': ['136', '139']}; {'id': '136', 'type': 'comparison_operator', 'children': ['137', '138'], 'value': 'in'}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'field'}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'metadata'}, {'id': '139', 'type': 'for_in_clause', 'children': ['140', '141']}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'field'}, {'id': '141', 'type': 'subscript', 'children': ['142', '143']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'template_patterns'}, {'id': '143', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '144', 'type': 'block', 'children': ['145', '164', '216']}, {'id': '145', 'type': 'expression_statement', 'children': ['146']}; {'id': '146', 'type': 'assignment', 'children': ['147', '148']}, {'id': '147', 'type': 'identifier', 'children': [], 'value': 'field'}; {'id': '148', 'type': 'call', 'children': ['149', '152']}, {'id': '149', 'type': 'attribute', 'children': ['150', '151']}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'more_itertools'}, {'id': '151', 'type': 'identifier', 'children': [], 'value': 'first_true'}; {'id': '152', 'type': 'argument_list', 'children': ['153', '156']}, {'id': '153', 'type': 'subscript', 'children': ['154', '155']}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'template_patterns'}, {'id': '155', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '156', 'type': 'keyword_argument', 'children': ['157', '158']}, {'id': '157', 'type': 'identifier', 'children': [], 'value': 'pred'}; {'id': '158', 'type': 'lambda', 'children': ['159', '161']}, {'id': '159', 'type': 'lambda_parameters', 'children': ['160']}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'k'}, {'id': '161', 'type': 'comparison_operator', 'children': ['162', '163'], 'value': 'in'}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'k'}, {'id': '163', 'type': 'identifier', 'children': [], 'value': 'metadata'}; {'id': '164', 'type': 'if_statement', 'children': ['165', '173']}, {'id': '165', 'type': 'call', 'children': ['166', '169']}; {'id': '166', 'type': 'attribute', 'children': ['167', '168']}, {'id': '167', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'startswith'}, {'id': '169', 'type': 'argument_list', 'children': ['170']}; {'id': '170', 'type': 'tuple', 'children': ['171', '172']}, {'id': '171', 'type': 'string', 'children': [], 'value': "'%disc'"}; {'id': '172', 'type': 'string', 'children': [], 'value': "'%track'"}, {'id': '173', 'type': 'block', 'children': ['174', '189']}; {'id': '174', 'type': 'expression_statement', 'children': ['175']}, {'id': '175', 'type': 'assignment', 'children': ['176', '177']}; {'id': '176', 'type': 'identifier', 'children': [], 'value': 'number'}, {'id': '177', 'type': 'call', 'children': ['178', '179']}; {'id': '178', 'type': 'identifier', 'children': [], 'value': '_split_number_field'}, {'id': '179', 'type': 'argument_list', 'children': ['180']}; {'id': '180', 'type': 'call', 'children': ['181', '182']}, {'id': '181', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '182', 'type': 'argument_list', 'children': ['183']}, {'id': '183', 'type': 'call', 'children': ['184', '185']}; {'id': '184', 'type': 'identifier', 'children': [], 'value': 'list_to_single_value'}, {'id': '185', 'type': 'argument_list', 'children': ['186']}; {'id': '186', 'type': 'subscript', 'children': ['187', '188']}, {'id': '187', 'type': 'identifier', 'children': [], 'value': 'metadata'}; {'id': '188', 'type': 'identifier', 'children': [], 'value': 'field'}, {'id': '189', 'type': 'if_statement', 'children': ['190', '196', '208']}; 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{'id': '206', 'type': 'argument_list', 'children': ['207']}, {'id': '207', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '208', 'type': 'else_clause', 'children': ['209']}, {'id': '209', 'type': 'block', 'children': ['210']}; {'id': '210', 'type': 'expression_statement', 'children': ['211']}, {'id': '211', 'type': 'assignment', 'children': ['212', '215']}; {'id': '212', 'type': 'subscript', 'children': ['213', '214']}, {'id': '213', 'type': 'identifier', 'children': [], 'value': 'metadata'}; {'id': '214', 'type': 'identifier', 'children': [], 'value': 'field'}, {'id': '215', 'type': 'identifier', 'children': [], 'value': 'number'}; {'id': '216', 'type': 'expression_statement', 'children': ['217']}, {'id': '217', 'type': 'assignment', 'children': ['218', '219']}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'part'}, {'id': '219', 'type': 'call', 'children': ['220', '223']}; {'id': '220', 'type': 'attribute', 'children': ['221', '222']}, {'id': '221', 'type': 'identifier', 'children': [], 'value': 'part'}; 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{'id': '238', 'type': 'identifier', 'children': [], 'value': '_replace_invalid_characters'}, {'id': '239', 'type': 'argument_list', 'children': ['240']}; {'id': '240', 'type': 'identifier', 'children': [], 'value': 'part'}, {'id': '241', 'type': 'expression_statement', 'children': ['242']}; {'id': '242', 'type': 'assignment', 'children': ['243', '244']}, {'id': '243', 'type': 'identifier', 'children': [], 'value': 'filepath'}; {'id': '244', 'type': 'call', 'children': ['245', '246']}, {'id': '245', 'type': 'identifier', 'children': [], 'value': 'Path'}; {'id': '246', 'type': 'argument_list', 'children': ['247']}, {'id': '247', 'type': 'list_splat', 'children': ['248']}; {'id': '248', 'type': 'identifier', 'children': [], 'value': 'parts'}, {'id': '249', 'type': 'elif_clause', 'children': ['250', '253']}; {'id': '250', 'type': 'comparison_operator', 'children': ['251', '252'], 'value': 'in'}, {'id': '251', 'type': 'string', 'children': [], 'value': "'%suggested%'"}; {'id': '252', 'type': 'identifier', 'children': [], 'value': 'template'}, {'id': '253', 'type': 'block', 'children': ['254']}; {'id': '254', 'type': 'expression_statement', 'children': ['255']}, {'id': '255', 'type': 'assignment', 'children': ['256', '257']}; {'id': '256', 'type': 'identifier', 'children': [], 'value': 'filepath'}, {'id': '257', 'type': 'call', 'children': ['258', '259']}; {'id': '258', 'type': 'identifier', 'children': [], 'value': 'Path'}, {'id': '259', 'type': 'argument_list', 'children': ['260']}; {'id': '260', 'type': 'call', 'children': ['261', '264']}, {'id': '261', 'type': 'attribute', 'children': ['262', '263']}; {'id': '262', 'type': 'identifier', 'children': [], 'value': 'template'}, {'id': '263', 'type': 'identifier', 'children': [], 'value': 'replace'}; {'id': '264', 'type': 'argument_list', 'children': ['265', '266']}, {'id': '265', 'type': 'string', 'children': [], 'value': "'%suggested%'"}; {'id': '266', 'type': 'identifier', 'children': [], 'value': 'suggested_filename'}, {'id': '267', 'type': 'elif_clause', 'children': ['268', '276']}; {'id': '268', 'type': 'call', 'children': ['269', '272']}, {'id': '269', 'type': 'attribute', 'children': ['270', '271']}; {'id': '270', 'type': 'identifier', 'children': [], 'value': 'template'}, {'id': '271', 'type': 'identifier', 'children': [], 'value': 'endswith'}; {'id': '272', 'type': 'argument_list', 'children': ['273']}, {'id': '273', 'type': 'tuple', 'children': ['274', '275']}; {'id': '274', 'type': 'string', 'children': [], 'value': "'/'"}, {'id': '275', 'type': 'string', 'children': [], 'value': "'\\\\'"}; {'id': '276', 'type': 'block', 'children': ['277']}, {'id': '277', 'type': 'expression_statement', 'children': ['278']}; {'id': '278', 'type': 'assignment', 'children': ['279', '280']}, {'id': '279', 'type': 'identifier', 'children': [], 'value': 'filepath'}; {'id': '280', 'type': 'binary_operator', 'children': ['281', '282'], 'value': '/'}, {'id': '281', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '282', 'type': 'identifier', 'children': [], 'value': 'suggested_filename'}, {'id': '283', 'type': 'else_clause', 'children': ['284']}; {'id': '284', 'type': 'block', 'children': ['285']}, {'id': '285', 'type': 'expression_statement', 'children': ['286']}; {'id': '286', 'type': 'assignment', 'children': ['287', '288']}, {'id': '287', 'type': 'identifier', 'children': [], 'value': 'filepath'}; {'id': '288', 'type': 'identifier', 'children': [], 'value': 'path'}, {'id': '289', 'type': 'return_statement', 'children': ['290']}
def template_to_filepath(template, metadata, template_patterns=None): path = Path(template) if template_patterns is None: template_patterns = TEMPLATE_PATTERNS suggested_filename = suggest_filename(metadata) if ( path == Path.cwd() or path == Path('%suggested%') ): filepath = Path(suggested_filename) elif any(template_pattern in path.parts for template_pattern in template_patterns): if template.endswith(('/', '\\')): template += suggested_filename path = Path(template.replace('%suggested%', suggested_filename)) parts = [] for part in path.parts: if part == path.anchor: parts.append(part) else: for key in template_patterns: if ( key in part and any(field in metadata for field in template_patterns[key]) ): field = more_itertools.first_true( template_patterns[key], pred=lambda k: k in metadata ) if key.startswith(('%disc', '%track')): number = _split_number_field( str( list_to_single_value( metadata[field] ) ) ) if key.endswith('2%'): metadata[field] = number.zfill(2) else: metadata[field] = number part = part.replace( key, list_to_single_value( metadata[field] ) ) parts.append(_replace_invalid_characters(part)) filepath = Path(*parts) elif '%suggested%' in template: filepath = Path(template.replace('%suggested%', suggested_filename)) elif template.endswith(('/', '\\')): filepath = path / suggested_filename else: filepath = path return filepath
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_get_station_codes'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'force'}, {'id': '7', 'type': 'False', 'children': []}; {'id': '8', 'type': 'block', 'children': ['9', '23', '31', '35', '96', '102', '150', '246']}, {'id': '9', 'type': 'if_statement', 'children': ['10', '18']}; {'id': '10', 'type': 'boolean_operator', 'children': ['11', '13'], 'value': 'and'}, {'id': '11', 'type': 'not_operator', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'force'}, {'id': '13', 'type': 'comparison_operator', 'children': ['14', '17'], 'value': 'is'}; {'id': '14', 'type': 'attribute', 'children': ['15', '16']}, {'id': '15', 'type': 'identifier', 'children': [], 'value': 'self'}; 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{'id': '32', 'type': 'assignment', 'children': ['33', '34']}, {'id': '33', 'type': 'identifier', 'children': [], 'value': 'state_matches'}; {'id': '34', 'type': 'None', 'children': []}, {'id': '35', 'type': 'if_statement', 'children': ['36', '39']}; {'id': '36', 'type': 'attribute', 'children': ['37', '38']}, {'id': '37', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'bbox'}, {'id': '39', 'type': 'block', 'children': ['40']}; {'id': '40', 'type': 'with_statement', 'children': ['41', '59']}, {'id': '41', 'type': 'with_clause', 'children': ['42']}; {'id': '42', 'type': 'with_item', 'children': ['43']}, {'id': '43', 'type': 'as_pattern', 'children': ['44', '57']}; {'id': '44', 'type': 'call', 'children': ['45', '46']}, {'id': '45', 'type': 'identifier', 'children': [], 'value': 'collection'}; {'id': '46', 'type': 'argument_list', 'children': ['47', '56']}, {'id': '47', 'type': 'call', 'children': ['48', '53']}; {'id': '48', 'type': 'attribute', 'children': ['49', '52']}, {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'os'}, {'id': '51', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'join'}, {'id': '53', 'type': 'argument_list', 'children': ['54', '55']}; {'id': '54', 'type': 'string', 'children': [], 'value': '"resources"'}, {'id': '55', 'type': 'string', 'children': [], 'value': '"ne_50m_admin_1_states_provinces_lakes_shp.shp"'}; {'id': '56', 'type': 'string', 'children': [], 'value': '"r"'}, {'id': '57', 'type': 'as_pattern_target', 'children': ['58']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'c'}, {'id': '59', 'type': 'block', 'children': ['60', '79']}; {'id': '60', 'type': 'expression_statement', 'children': ['61']}, {'id': '61', 'type': 'assignment', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'geom_matches'}, {'id': '63', 'type': 'list_comprehension', 'children': ['64', '67']}; {'id': '64', 'type': 'subscript', 'children': ['65', '66']}, {'id': '65', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '66', 'type': 'string', 'children': [], 'value': '"properties"'}, {'id': '67', 'type': 'for_in_clause', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'x'}, {'id': '69', 'type': 'call', 'children': ['70', '73']}; {'id': '70', 'type': 'attribute', 'children': ['71', '72']}, {'id': '71', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'filter'}, {'id': '73', 'type': 'argument_list', 'children': ['74']}; {'id': '74', 'type': 'keyword_argument', 'children': ['75', '76']}, {'id': '75', 'type': 'identifier', 'children': [], 'value': 'bbox'}; {'id': '76', 'type': 'attribute', 'children': ['77', '78']}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'bbox'}, {'id': '79', 'type': 'expression_statement', 'children': ['80']}; {'id': '80', 'type': 'assignment', 'children': ['81', '82']}, {'id': '81', 'type': 'identifier', 'children': [], 'value': 'state_matches'}; {'id': '82', 'type': 'list_comprehension', 'children': ['83', '93']}, {'id': '83', 'type': 'conditional_expression', 'children': ['84', '87', '92'], 'value': 'if'}; {'id': '84', 'type': 'subscript', 'children': ['85', '86']}, {'id': '85', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '86', 'type': 'string', 'children': [], 'value': '"postal"'}, {'id': '87', 'type': 'comparison_operator', 'children': ['88', '91'], 'value': '!='}; {'id': '88', 'type': 'subscript', 'children': ['89', '90']}, {'id': '89', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '90', 'type': 'string', 'children': [], 'value': '"admin"'}, {'id': '91', 'type': 'string', 'children': [], 'value': '"Canada"'}; {'id': '92', 'type': 'string', 'children': [], 'value': '"CN"'}, {'id': '93', 'type': 'for_in_clause', 'children': ['94', '95']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'x'}, {'id': '95', 'type': 'identifier', 'children': [], 'value': 'geom_matches'}; {'id': '96', 'type': 'expression_statement', 'children': ['97']}, {'id': '97', 'type': 'assignment', 'children': ['98', '101']}; {'id': '98', 'type': 'attribute', 'children': ['99', '100']}, {'id': '99', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'station_codes'}, {'id': '101', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '102', 'type': 'for_statement', 'children': ['103', '104', '105']}, {'id': '103', 'type': 'identifier', 'children': [], 'value': 'state_url'}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'state_urls'}, {'id': '105', 'type': 'block', 'children': ['106', '136']}; {'id': '106', 'type': 'if_statement', 'children': ['107', '110']}, {'id': '107', 'type': 'comparison_operator', 'children': ['108', '109'], 'value': 'is'}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'state_matches'}, {'id': '109', 'type': 'None', 'children': []}; {'id': '110', 'type': 'block', 'children': ['111', '130']}, {'id': '111', 'type': 'expression_statement', 'children': ['112']}; {'id': '112', 'type': 'assignment', 'children': ['113', '114']}, {'id': '113', 'type': 'identifier', 'children': [], 'value': 'state_abbr'}; {'id': '114', 'type': 'subscript', 'children': ['115', '129']}, {'id': '115', 'type': 'call', 'children': ['116', '127']}; {'id': '116', 'type': 'attribute', 'children': ['117', '126']}, {'id': '117', 'type': 'subscript', 'children': ['118', '124']}; {'id': '118', 'type': 'call', 'children': ['119', '122']}, {'id': '119', 'type': 'attribute', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'state_url'}, {'id': '121', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '122', 'type': 'argument_list', 'children': ['123']}, {'id': '123', 'type': 'string', 'children': [], 'value': '"/"'}; {'id': '124', 'type': 'unary_operator', 'children': ['125'], 'value': '-'}, {'id': '125', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'split'}, {'id': '127', 'type': 'argument_list', 'children': ['128']}; {'id': '128', 'type': 'string', 'children': [], 'value': '"."'}, {'id': '129', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '130', 'type': 'if_statement', 'children': ['131', '134']}, {'id': '131', 'type': 'comparison_operator', 'children': ['132', '133'], 'value': 'not'}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'state_abbr'}, {'id': '133', 'type': 'identifier', 'children': [], 'value': 'state_matches'}; {'id': '134', 'type': 'block', 'children': ['135']}, {'id': '135', 'type': 'continue_statement', 'children': []}; {'id': '136', 'type': 'expression_statement', 'children': ['137']}, {'id': '137', 'type': 'call', 'children': ['138', '143']}; {'id': '138', 'type': 'attribute', 'children': ['139', '142']}, {'id': '139', 'type': 'attribute', 'children': ['140', '141']}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '141', 'type': 'identifier', 'children': [], 'value': 'station_codes'}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'extend'}, {'id': '143', 'type': 'argument_list', 'children': ['144']}; {'id': '144', 'type': 'call', 'children': ['145', '148']}, {'id': '145', 'type': 'attribute', 'children': ['146', '147']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '147', 'type': 'identifier', 'children': [], 'value': '_get_stations_for_state'}; {'id': '148', 'type': 'argument_list', 'children': ['149']}, {'id': '149', 'type': 'identifier', 'children': [], 'value': 'state_url'}; {'id': '150', 'type': 'if_statement', 'children': ['151', '154']}, {'id': '151', 'type': 'attribute', 'children': ['152', '153']}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '153', 'type': 'identifier', 'children': [], 'value': 'bbox'}; {'id': '154', 'type': 'block', 'children': ['155', '166', '177', '231']}, {'id': '155', 'type': 'expression_statement', 'children': ['156']}; {'id': '156', 'type': 'assignment', 'children': ['157', '158']}, {'id': '157', 'type': 'identifier', 'children': [], 'value': 'metadata'}; {'id': '158', 'type': 'call', 'children': ['159', '162']}, {'id': '159', 'type': 'attribute', 'children': ['160', '161']}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '161', 'type': 'identifier', 'children': [], 'value': '_get_metadata'}; {'id': '162', 'type': 'argument_list', 'children': ['163']}, {'id': '163', 'type': 'attribute', 'children': ['164', '165']}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '165', 'type': 'identifier', 'children': [], 'value': 'station_codes'}; {'id': '166', 'type': 'expression_statement', 'children': ['167']}, {'id': '167', 'type': 'assignment', 'children': ['168', '169']}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'parsed_metadata'}, {'id': '169', 'type': 'call', 'children': ['170', '175']}; {'id': '170', 'type': 'attribute', 'children': ['171', '174']}, {'id': '171', 'type': 'attribute', 'children': ['172', '173']}; {'id': '172', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '173', 'type': 'identifier', 'children': [], 'value': 'parser'}; {'id': '174', 'type': 'identifier', 'children': [], 'value': '_parse_metadata'}, {'id': '175', 'type': 'argument_list', 'children': ['176']}; {'id': '176', 'type': 'identifier', 'children': [], 'value': 'metadata'}, {'id': '177', 'type': 'function_definition', 'children': ['178', '179', '181']}; {'id': '178', 'type': 'function_name', 'children': [], 'value': 'in_bbox'}, {'id': '179', 'type': 'parameters', 'children': ['180']}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'code'}, {'id': '181', 'type': 'block', 'children': ['182', '190', '198']}; {'id': '182', 'type': 'expression_statement', 'children': ['183']}, {'id': '183', 'type': 'assignment', 'children': ['184', '185']}; {'id': '184', 'type': 'identifier', 'children': [], 'value': 'lat'}, {'id': '185', 'type': 'subscript', 'children': ['186', '189']}; {'id': '186', 'type': 'subscript', 'children': ['187', '188']}, {'id': '187', 'type': 'identifier', 'children': [], 'value': 'parsed_metadata'}; {'id': '188', 'type': 'identifier', 'children': [], 'value': 'code'}, {'id': '189', 'type': 'string', 'children': [], 'value': '"latitude"'}; {'id': '190', 'type': 'expression_statement', 'children': ['191']}, {'id': '191', 'type': 'assignment', 'children': ['192', '193']}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'lon'}, {'id': '193', 'type': 'subscript', 'children': ['194', '197']}; {'id': '194', 'type': 'subscript', 'children': ['195', '196']}, {'id': '195', 'type': 'identifier', 'children': [], 'value': 'parsed_metadata'}; {'id': '196', 'type': 'identifier', 'children': [], 'value': 'code'}, {'id': '197', 'type': 'string', 'children': [], 'value': '"longitude"'}; {'id': '198', 'type': 'return_statement', 'children': ['199']}, {'id': '199', 'type': 'parenthesized_expression', 'children': ['200']}; {'id': '200', 'type': 'boolean_operator', 'children': ['201', '224'], 'value': 'and'}, {'id': '201', 'type': 'boolean_operator', 'children': ['202', '217'], 'value': 'and'}; {'id': '202', 'type': 'boolean_operator', 'children': ['203', '210'], 'value': 'and'}, {'id': '203', 'type': 'comparison_operator', 'children': ['204', '205'], 'value': '>='}; {'id': '204', 'type': 'identifier', 'children': [], 'value': 'lon'}, {'id': '205', 'type': 'subscript', 'children': ['206', '209']}; {'id': '206', 'type': 'attribute', 'children': ['207', '208']}, {'id': '207', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '208', 'type': 'identifier', 'children': [], 'value': 'bbox'}, {'id': '209', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '210', 'type': 'comparison_operator', 'children': ['211', '212'], 'value': '<='}, {'id': '211', 'type': 'identifier', 'children': [], 'value': 'lon'}; {'id': '212', 'type': 'subscript', 'children': ['213', '216']}, {'id': '213', 'type': 'attribute', 'children': ['214', '215']}; {'id': '214', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '215', 'type': 'identifier', 'children': [], 'value': 'bbox'}; {'id': '216', 'type': 'integer', 'children': [], 'value': '2'}, {'id': '217', 'type': 'comparison_operator', 'children': ['218', '219'], 'value': '>='}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'lat'}, {'id': '219', 'type': 'subscript', 'children': ['220', '223']}; {'id': '220', 'type': 'attribute', 'children': ['221', '222']}, {'id': '221', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '222', 'type': 'identifier', 'children': [], 'value': 'bbox'}, {'id': '223', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '224', 'type': 'comparison_operator', 'children': ['225', '226'], 'value': '<='}, {'id': '225', 'type': 'identifier', 'children': [], 'value': 'lat'}; {'id': '226', 'type': 'subscript', 'children': ['227', '230']}, {'id': '227', 'type': 'attribute', 'children': ['228', '229']}; {'id': '228', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '229', 'type': 'identifier', 'children': [], 'value': 'bbox'}; {'id': '230', 'type': 'integer', 'children': [], 'value': '3'}, {'id': '231', 'type': 'expression_statement', 'children': ['232']}; {'id': '232', 'type': 'assignment', 'children': ['233', '236']}, {'id': '233', 'type': 'attribute', 'children': ['234', '235']}; {'id': '234', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '235', 'type': 'identifier', 'children': [], 'value': 'station_codes'}; {'id': '236', 'type': 'call', 'children': ['237', '238']}, {'id': '237', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '238', 'type': 'argument_list', 'children': ['239']}, {'id': '239', 'type': 'call', 'children': ['240', '241']}; {'id': '240', 'type': 'identifier', 'children': [], 'value': 'filter'}, {'id': '241', 'type': 'argument_list', 'children': ['242', '243']}; {'id': '242', 'type': 'identifier', 'children': [], 'value': 'in_bbox'}, {'id': '243', 'type': 'attribute', 'children': ['244', '245']}; {'id': '244', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '245', 'type': 'identifier', 'children': [], 'value': 'station_codes'}; {'id': '246', 'type': 'return_statement', 'children': ['247']}, {'id': '247', 'type': 'attribute', 'children': ['248', '249']}; {'id': '248', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '249', 'type': 'identifier', 'children': [], 'value': 'station_codes'}
def _get_station_codes(self, force=False): if not force and self.station_codes is not None: return self.station_codes state_urls = self._get_state_urls() state_matches = None if self.bbox: with collection( os.path.join( "resources", "ne_50m_admin_1_states_provinces_lakes_shp.shp", ), "r", ) as c: geom_matches = [ x["properties"] for x in c.filter(bbox=self.bbox) ] state_matches = [ x["postal"] if x["admin"] != "Canada" else "CN" for x in geom_matches ] self.station_codes = [] for state_url in state_urls: if state_matches is not None: state_abbr = state_url.split("/")[-1].split(".")[0] if state_abbr not in state_matches: continue self.station_codes.extend(self._get_stations_for_state(state_url)) if self.bbox: metadata = self._get_metadata(self.station_codes) parsed_metadata = self.parser._parse_metadata(metadata) def in_bbox(code): lat = parsed_metadata[code]["latitude"] lon = parsed_metadata[code]["longitude"] return ( lon >= self.bbox[0] and lon <= self.bbox[2] and lat >= self.bbox[1] and lat <= self.bbox[3] ) self.station_codes = list(filter(in_bbox, self.station_codes)) return self.station_codes
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_validate_query'}, {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'query'}, {'id': '5', 'type': 'block', 'children': ['6', '13', '27', '38', '85', '116', '136', '147']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}, {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'query'}, {'id': '9', 'type': 'call', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'deepcopy'}, {'id': '11', 'type': 'argument_list', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'query'}, {'id': '13', 'type': 'if_statement', 'children': ['14', '21']}; {'id': '14', 'type': 'comparison_operator', 'children': ['15', '18'], 'value': '=='}, {'id': '15', 'type': 'subscript', 'children': ['16', '17']}; 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{'id': '62', 'type': 'block', 'children': ['63', '79']}, {'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': 'warnings'}, {'id': '67', 'type': 'identifier', 'children': [], 'value': 'warn'}; {'id': '68', 'type': 'argument_list', 'children': ['69', '78']}, {'id': '69', 'type': 'call', 'children': ['70', '73']}; {'id': '70', 'type': 'attribute', 'children': ['71', '72']}, {'id': '71', 'type': 'string', 'children': [], 'value': "'Reduced result limit from {} to the Search maximum: {}'"}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'format'}, {'id': '73', 'type': 'argument_list', 'children': ['74', '77']}; {'id': '74', 'type': 'subscript', 'children': ['75', '76']}, {'id': '75', 'type': 'identifier', 'children': [], 'value': 'query'}; {'id': '76', 'type': 'string', 'children': [], 'value': '"limit"'}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'SEARCH_LIMIT'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'RuntimeWarning'}, {'id': '79', 'type': 'expression_statement', 'children': ['80']}; {'id': '80', 'type': 'assignment', 'children': ['81', '84']}, {'id': '81', 'type': 'subscript', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'query'}, {'id': '83', 'type': 'string', 'children': [], 'value': '"limit"'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'SEARCH_LIMIT'}, {'id': '85', 'type': 'for_statement', 'children': ['86', '89', '94']}; {'id': '86', 'type': 'pattern_list', 'children': ['87', '88']}, {'id': '87', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'val'}, {'id': '89', 'type': 'call', 'children': ['90', '93']}; {'id': '90', 'type': 'attribute', 'children': ['91', '92']}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 'BLANK_QUERY'}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'items'}, {'id': '93', 'type': 'argument_list', 'children': []}; {'id': '94', 'type': 'block', 'children': ['95']}, {'id': '95', 'type': 'if_statement', 'children': ['96', '108']}; {'id': '96', 'type': 'comparison_operator', 'children': ['97', '107'], 'value': '=='}, {'id': '97', 'type': 'call', 'children': ['98', '101']}; {'id': '98', 'type': 'attribute', 'children': ['99', '100']}, {'id': '99', 'type': 'identifier', 'children': [], 'value': 'query'}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'get'}, {'id': '101', 'type': 'argument_list', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '103', 'type': 'call', 'children': ['104', '105']}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'float'}, {'id': '105', 'type': 'argument_list', 'children': ['106']}; {'id': '106', 'type': 'string', 'children': [], 'value': "'nan'"}, {'id': '107', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '108', 'type': 'block', 'children': ['109']}, {'id': '109', 'type': 'expression_statement', 'children': ['110']}; {'id': '110', 'type': 'call', 'children': ['111', '114']}, {'id': '111', 'type': 'attribute', 'children': ['112', '113']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'query'}, {'id': '113', 'type': 'identifier', 'children': [], 'value': 'pop'}; {'id': '114', 'type': 'argument_list', 'children': ['115']}, {'id': '115', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '116', 'type': 'expression_statement', 'children': ['117']}, {'id': '117', 'type': 'assignment', 'children': ['118', '119']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'to_remove'}, {'id': '119', 'type': 'list_comprehension', 'children': ['120', '121', '128']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'field'}, {'id': '121', 'type': 'for_in_clause', 'children': ['122', '123']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'field'}, {'id': '123', 'type': 'call', 'children': ['124', '127']}; {'id': '124', 'type': 'attribute', 'children': ['125', '126']}, {'id': '125', 'type': 'identifier', 'children': [], 'value': 'query'}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'keys'}, {'id': '127', 'type': 'argument_list', 'children': []}; {'id': '128', 'type': 'if_clause', 'children': ['129']}, {'id': '129', 'type': 'comparison_operator', 'children': ['130', '131'], 'value': 'not'}; {'id': '130', 'type': 'identifier', 'children': [], 'value': 'field'}, {'id': '131', 'type': 'call', 'children': ['132', '135']}; {'id': '132', 'type': 'attribute', 'children': ['133', '134']}, {'id': '133', 'type': 'identifier', 'children': [], 'value': 'BLANK_QUERY'}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'keys'}, {'id': '135', 'type': 'argument_list', 'children': []}; {'id': '136', 'type': 'expression_statement', 'children': ['137']}, {'id': '137', 'type': 'list_comprehension', 'children': ['138', '144']}; {'id': '138', 'type': 'call', 'children': ['139', '142']}, {'id': '139', 'type': 'attribute', 'children': ['140', '141']}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'query'}, {'id': '141', 'type': 'identifier', 'children': [], 'value': 'pop'}; {'id': '142', 'type': 'argument_list', 'children': ['143']}, {'id': '143', 'type': 'identifier', 'children': [], 'value': 'field'}; {'id': '144', 'type': 'for_in_clause', 'children': ['145', '146']}, {'id': '145', 'type': 'identifier', 'children': [], 'value': 'field'}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'to_remove'}, {'id': '147', 'type': 'return_statement', 'children': ['148']}
def _validate_query(query): query = deepcopy(query) if query["q"] == BLANK_QUERY["q"]: raise ValueError("No query specified.") query["q"] = _clean_query_string(query["q"]) if query["limit"] is None: query["limit"] = SEARCH_LIMIT if query["advanced"] else NONADVANCED_LIMIT elif query["limit"] > SEARCH_LIMIT: warnings.warn('Reduced result limit from {} to the Search maximum: {}' .format(query["limit"], SEARCH_LIMIT), RuntimeWarning) query["limit"] = SEARCH_LIMIT for key, val in BLANK_QUERY.items(): if query.get(key, float('nan')) == val: query.pop(key) to_remove = [field for field in query.keys() if field not in BLANK_QUERY.keys()] [query.pop(field) for field in to_remove] return query
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'show_fields'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'block'}, {'id': '7', 'type': 'None', 'children': []}; {'id': '8', 'type': 'block', 'children': ['9', '17', '101']}, {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'assignment', 'children': ['11', '12']}, {'id': '11', 'type': 'identifier', 'children': [], 'value': 'mapping'}; {'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': '_mapping'}; {'id': '16', 'type': 'argument_list', 'children': []}, {'id': '17', 'type': 'if_statement', 'children': ['18', '21', '24', '71']}; {'id': '18', 'type': 'comparison_operator', 'children': ['19', '20'], 'value': 'is'}, {'id': '19', 'type': 'identifier', 'children': [], 'value': 'block'}; {'id': '20', 'type': 'None', 'children': []}, {'id': '21', 'type': 'block', 'children': ['22']}; {'id': '22', 'type': 'return_statement', 'children': ['23']}, {'id': '23', 'type': 'identifier', 'children': [], 'value': 'mapping'}; {'id': '24', 'type': 'elif_clause', 'children': ['25', '28']}, {'id': '25', 'type': 'comparison_operator', 'children': ['26', '27'], 'value': '=='}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'block'}, {'id': '27', 'type': 'string', 'children': [], 'value': '"top"'}; {'id': '28', 'type': 'block', 'children': ['29', '35', '57', '61']}, {'id': '29', 'type': 'expression_statement', 'children': ['30']}; {'id': '30', 'type': 'assignment', 'children': ['31', '32']}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'blocks'}; {'id': '32', 'type': 'call', 'children': ['33', '34']}, {'id': '33', 'type': 'identifier', 'children': [], 'value': 'set'}; {'id': '34', 'type': 'argument_list', 'children': []}, {'id': '35', 'type': 'for_statement', 'children': ['36', '37', '42']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '37', 'type': 'call', 'children': ['38', '41']}; {'id': '38', 'type': 'attribute', 'children': ['39', '40']}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'mapping'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'keys'}, {'id': '41', 'type': 'argument_list', 'children': []}; {'id': '42', 'type': 'block', 'children': ['43']}, {'id': '43', 'type': 'expression_statement', 'children': ['44']}; {'id': '44', 'type': 'call', 'children': ['45', '48']}, {'id': '45', 'type': 'attribute', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'blocks'}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'add'}; {'id': '48', 'type': 'argument_list', 'children': ['49']}, {'id': '49', 'type': 'subscript', 'children': ['50', '56']}; {'id': '50', 'type': 'call', 'children': ['51', '54']}, {'id': '51', 'type': 'attribute', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '54', 'type': 'argument_list', 'children': ['55']}, {'id': '55', 'type': 'string', 'children': [], 'value': '"."'}; {'id': '56', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '57', 'type': 'expression_statement', 'children': ['58']}; {'id': '58', 'type': 'assignment', 'children': ['59', '60']}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'block_map'}; {'id': '60', 'type': 'dictionary', 'children': []}, {'id': '61', 'type': 'for_statement', 'children': ['62', '63', '64']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'b'}, {'id': '63', 'type': 'identifier', 'children': [], 'value': 'blocks'}; {'id': '64', 'type': 'block', 'children': ['65']}, {'id': '65', 'type': 'expression_statement', 'children': ['66']}; {'id': '66', 'type': 'assignment', 'children': ['67', '70']}, {'id': '67', 'type': 'subscript', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'block_map'}, {'id': '69', 'type': 'identifier', 'children': [], 'value': 'b'}; {'id': '70', 'type': 'string', 'children': [], 'value': '"object"'}, {'id': '71', 'type': 'else_clause', 'children': ['72']}; {'id': '72', 'type': 'block', 'children': ['73', '77']}, {'id': '73', 'type': 'expression_statement', 'children': ['74']}; {'id': '74', 'type': 'assignment', 'children': ['75', '76']}, {'id': '75', 'type': 'identifier', 'children': [], 'value': 'block_map'}; {'id': '76', 'type': 'dictionary', 'children': []}, {'id': '77', 'type': 'for_statement', 'children': ['78', '81', '86']}; {'id': '78', 'type': 'pattern_list', 'children': ['79', '80']}, {'id': '79', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'value'}, {'id': '81', 'type': 'call', 'children': ['82', '85']}; {'id': '82', 'type': 'attribute', 'children': ['83', '84']}, {'id': '83', 'type': 'identifier', 'children': [], 'value': 'mapping'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'items'}, {'id': '85', 'type': 'argument_list', 'children': []}; {'id': '86', 'type': 'block', 'children': ['87']}, {'id': '87', 'type': 'if_statement', 'children': ['88', '94']}; {'id': '88', 'type': 'call', 'children': ['89', '92']}, {'id': '89', 'type': 'attribute', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 'startswith'}; {'id': '92', 'type': 'argument_list', 'children': ['93']}, {'id': '93', 'type': 'identifier', 'children': [], 'value': 'block'}; {'id': '94', 'type': 'block', 'children': ['95']}, {'id': '95', 'type': 'expression_statement', 'children': ['96']}; {'id': '96', 'type': 'assignment', 'children': ['97', '100']}, {'id': '97', 'type': 'subscript', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'block_map'}, {'id': '99', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'value'}, {'id': '101', 'type': 'return_statement', 'children': ['102']}
def show_fields(self, block=None): mapping = self._mapping() if block is None: return mapping elif block == "top": blocks = set() for key in mapping.keys(): blocks.add(key.split(".")[0]) block_map = {} for b in blocks: block_map[b] = "object" else: block_map = {} for key, value in mapping.items(): if key.startswith(block): block_map[key] = value return block_map
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'sorted'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'by'}; {'id': '6', 'type': 'dictionary_splat_pattern', 'children': ['7']}, {'id': '7', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '8', 'type': 'block', 'children': ['9', '22']}, {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'assignment', 'children': ['11', '12']}, {'id': '11', 'type': 'identifier', 'children': [], 'value': 'sort_idc'}; {'id': '12', 'type': 'call', 'children': ['13', '16']}, {'id': '13', 'type': 'attribute', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'np'}, {'id': '15', 'type': 'identifier', 'children': [], 'value': 'argsort'}; {'id': '16', 'type': 'argument_list', 'children': ['17', '20']}, {'id': '17', 'type': 'subscript', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '19', 'type': 'identifier', 'children': [], 'value': 'by'}; {'id': '20', 'type': 'dictionary_splat', 'children': ['21']}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '22', 'type': 'return_statement', 'children': ['23']}, {'id': '23', 'type': 'call', 'children': ['24', '27']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': '__class__'}, {'id': '27', 'type': 'argument_list', 'children': ['28', '31', '36', '41']}; {'id': '28', 'type': 'subscript', 'children': ['29', '30']}, {'id': '29', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'sort_idc'}, {'id': '31', 'type': 'keyword_argument', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'h5loc'}, {'id': '33', 'type': 'attribute', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '35', 'type': 'identifier', 'children': [], 'value': 'h5loc'}; {'id': '36', 'type': 'keyword_argument', 'children': ['37', '38']}, {'id': '37', 'type': 'identifier', 'children': [], 'value': 'split_h5'}; {'id': '38', 'type': 'attribute', 'children': ['39', '40']}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'split_h5'}, {'id': '41', 'type': 'keyword_argument', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'name'}, {'id': '43', 'type': 'attribute', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '45', 'type': 'identifier', 'children': [], 'value': 'name'}
def sorted(self, by, **kwargs): sort_idc = np.argsort(self[by], **kwargs) return self.__class__( self[sort_idc], h5loc=self.h5loc, split_h5=self.split_h5, name=self.name )
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'create_multi_output_factor'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '8']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'tool'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'source'}, {'id': '7', 'type': 'identifier', 'children': [], 'value': 'splitting_node'}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'sink'}, {'id': '9', 'type': 'block', 'children': ['10', '33', '54', '75', '84', '90', '100', '113', '331', '338']}; {'id': '10', 'type': 'if_statement', 'children': ['11', '19']}, {'id': '11', 'type': 'boolean_operator', 'children': ['12', '13'], 'value': 'and'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'source'}, {'id': '13', 'type': 'not_operator', 'children': ['14']}; {'id': '14', 'type': 'call', 'children': ['15', '16']}, {'id': '15', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '16', 'type': 'argument_list', 'children': ['17', '18']}, {'id': '17', 'type': 'identifier', 'children': [], 'value': 'source'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'Node'}, {'id': '19', 'type': 'block', 'children': ['20']}; {'id': '20', 'type': 'raise_statement', 'children': ['21']}, {'id': '21', 'type': 'call', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'ValueError'}, {'id': '23', 'type': 'argument_list', 'children': ['24']}; {'id': '24', 'type': 'call', 'children': ['25', '28']}, {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'string', 'children': [], 'value': '"Expected Node, got {}"'}, {'id': '27', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '28', 'type': 'argument_list', 'children': ['29']}, {'id': '29', 'type': 'call', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'type'}, {'id': '31', 'type': 'argument_list', 'children': ['32']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'source'}, {'id': '33', 'type': 'if_statement', 'children': ['34', '40']}; {'id': '34', 'type': 'not_operator', 'children': ['35']}, {'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': 'sink'}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'Node'}; {'id': '40', 'type': 'block', 'children': ['41']}, {'id': '41', 'type': 'raise_statement', 'children': ['42']}; {'id': '42', 'type': 'call', 'children': ['43', '44']}, {'id': '43', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '44', 'type': 'argument_list', 'children': ['45']}, {'id': '45', 'type': 'call', 'children': ['46', '49']}; {'id': '46', 'type': 'attribute', 'children': ['47', '48']}, {'id': '47', 'type': 'string', 'children': [], 'value': '"Expected Node, got {}"'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'format'}, {'id': '49', 'type': 'argument_list', 'children': ['50']}; {'id': '50', 'type': 'call', 'children': ['51', '52']}, {'id': '51', 'type': 'identifier', 'children': [], 'value': 'type'}; {'id': '52', 'type': 'argument_list', 'children': ['53']}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'sink'}; {'id': '54', 'type': 'if_statement', 'children': ['55', '61']}, {'id': '55', 'type': 'not_operator', 'children': ['56']}; {'id': '56', 'type': 'call', 'children': ['57', '58']}, {'id': '57', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '58', 'type': 'argument_list', 'children': ['59', '60']}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'tool'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'MultiOutputTool'}, {'id': '61', 'type': 'block', 'children': ['62']}; {'id': '62', 'type': 'raise_statement', 'children': ['63']}, {'id': '63', 'type': 'call', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'ValueError'}, {'id': '65', 'type': 'argument_list', 'children': ['66']}; {'id': '66', 'type': 'call', 'children': ['67', '70']}, {'id': '67', 'type': 'attribute', 'children': ['68', '69']}; {'id': '68', 'type': 'string', 'children': [], 'value': '"Expected MultiOutputTool, got {}"'}, {'id': '69', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '70', 'type': 'argument_list', 'children': ['71']}, {'id': '71', 'type': 'call', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'type'}, {'id': '73', 'type': 'argument_list', 'children': ['74']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'tool'}, {'id': '75', 'type': 'expression_statement', 'children': ['76']}; {'id': '76', 'type': 'assignment', 'children': ['77', '78']}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'input_plates'}; {'id': '78', 'type': 'conditional_expression', 'children': ['79', '82', '83'], 'value': 'if'}, {'id': '79', 'type': 'attribute', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'source'}, {'id': '81', 'type': 'identifier', 'children': [], 'value': 'plates'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'source'}, {'id': '83', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '84', 'type': 'expression_statement', 'children': ['85']}, {'id': '85', 'type': 'assignment', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'output_plates'}, {'id': '87', 'type': 'attribute', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'sink'}, {'id': '89', 'type': 'identifier', 'children': [], 'value': 'plates'}; {'id': '90', 'type': 'if_statement', 'children': ['91', '97']}, {'id': '91', 'type': 'comparison_operator', 'children': ['92', '96'], 'value': '>'}; {'id': '92', 'type': 'call', 'children': ['93', '94']}, {'id': '93', 'type': 'identifier', 'children': [], 'value': 'len'}; 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def create_multi_output_factor(self, tool, source, splitting_node, sink): if source and not isinstance(source, Node): raise ValueError("Expected Node, got {}".format(type(source))) if not isinstance(sink, Node): raise ValueError("Expected Node, got {}".format(type(sink))) if not isinstance(tool, MultiOutputTool): raise ValueError("Expected MultiOutputTool, got {}".format(type(tool))) input_plates = source.plates if source else [] output_plates = sink.plates if len(input_plates) > 1: raise NotImplementedError if len(output_plates) == 0: raise ValueError("No output plate found") if len(output_plates) == 1: if not self.check_multi_output_plate_compatibility(input_plates, output_plates[0]): raise IncompatiblePlatesError("Parent plate does not match input plate") factor = MultiOutputFactor(tool=tool, source_node=source, splitting_node=splitting_node, sink_node=sink, input_plate=input_plates[0] if input_plates else None, output_plates=output_plates[0]) else: if len(output_plates) > 2: raise NotImplementedError if len(input_plates) != 1: raise IncompatiblePlatesError("Require an input plate to match all but one of the output plates") if output_plates[0] == input_plates[0]: output_plate = output_plates[1] else: if output_plates[1].plate_id != input_plates[0].plate_id: raise IncompatiblePlatesError("Require an input plate to match all but one of the output plates") output_plate = output_plates[0] output_plates[1], output_plates[0] = output_plates[0], output_plates[1] if not output_plate.is_root: match = False parent = input_plates[0].parent while parent is not None: if parent.plate_id == output_plate.parent.plate_id: match = True break parent = parent.parent if not match: raise IncompatiblePlatesError("Require an input plate to match all but one of the output plates") factor = MultiOutputFactor( tool=tool, source_node=source, sink_node=sink, splitting_node=splitting_node, input_plate=input_plates[0], output_plates=output_plates) self._add_factor(factor) return factor
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{'id': '32', 'type': 'block', 'children': ['33', '43', '55']}, {'id': '33', 'type': 'expression_statement', 'children': ['34']}; {'id': '34', 'type': 'assignment', 'children': ['35', '36']}, {'id': '35', 'type': 'identifier', 'children': [], 'value': 'node_id'}; {'id': '36', 'type': 'attribute', 'children': ['37', '42']}, {'id': '37', 'type': 'subscript', 'children': ['38', '41']}; {'id': '38', 'type': 'attribute', 'children': ['39', '40']}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'nodes'}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'node_id'}, {'id': '43', 'type': 'expression_statement', 'children': ['44']}; {'id': '44', 'type': 'call', 'children': ['45', '50']}, {'id': '45', 'type': 'attribute', 'children': ['46', '49']}; {'id': '46', 'type': 'subscript', 'children': ['47', '48']}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '48', 'type': 'string', 'children': [], 'value': "'nodes'"}, {'id': '49', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '50', 'type': 'argument_list', 'children': ['51']}, {'id': '51', 'type': 'dictionary', 'children': ['52']}; {'id': '52', 'type': 'pair', 'children': ['53', '54']}, {'id': '53', 'type': 'string', 'children': [], 'value': "'id'"}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'node_id'}, {'id': '55', 'type': 'for_statement', 'children': ['56', '57', '64']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'plate_id'}, {'id': '57', 'type': 'attribute', 'children': ['58', '63']}; {'id': '58', 'type': 'subscript', 'children': ['59', '62']}, {'id': '59', 'type': 'attribute', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '61', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'node'}, {'id': '63', 'type': 'identifier', 'children': [], 'value': 'plate_ids'}; {'id': '64', 'type': 'block', 'children': ['65']}, {'id': '65', 'type': 'expression_statement', 'children': ['66']}; {'id': '66', 'type': 'call', 'children': ['67', '74']}, {'id': '67', 'type': 'attribute', 'children': ['68', '73']}; {'id': '68', 'type': 'subscript', 'children': ['69', '72']}, {'id': '69', 'type': 'subscript', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'd'}, {'id': '71', 'type': 'string', 'children': [], 'value': "'plates'"}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'plate_id'}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '74', 'type': 'argument_list', 'children': ['75']}, {'id': '75', 'type': 'dictionary', 'children': ['76', '79']}; {'id': '76', 'type': 'pair', 'children': ['77', '78']}, {'id': '77', 'type': 'string', 'children': [], 'value': "'id'"}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'node_id'}, {'id': '79', 'type': 'pair', 'children': ['80', '81']}; {'id': '80', 'type': 'string', 'children': [], 'value': "'type'"}, {'id': '81', 'type': 'string', 'children': [], 'value': "'node'"}; {'id': '82', 'type': 'for_statement', 'children': ['83', '84', '87']}, {'id': '83', 'type': 'identifier', 'children': [], 'value': 'factor'}; {'id': '84', 'type': 'attribute', 'children': ['85', '86']}, {'id': '85', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'factors'}, {'id': '87', 'type': 'block', 'children': ['88', '104', '141', '163']}; {'id': '88', 'type': 'expression_statement', 'children': ['89']}, {'id': '89', 'type': 'assignment', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'tool'}, {'id': '91', 'type': 'conditional_expression', 'children': ['92', '98', '99'], 'value': 'if'}; {'id': '92', 'type': 'call', 'children': ['93', '94']}, {'id': '93', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '94', 'type': 'argument_list', 'children': ['95']}, {'id': '95', 'type': 'attribute', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'factor'}, {'id': '97', 'type': 'identifier', 'children': [], 'value': 'tool'}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'tool_long_names'}, {'id': '99', 'type': 'attribute', 'children': ['100', '103']}; {'id': '100', 'type': 'attribute', 'children': ['101', '102']}, {'id': '101', 'type': 'identifier', 'children': [], 'value': 'factor'}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'tool'}, {'id': '103', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '104', 'type': 'try_statement', 'children': ['105', '118']}, {'id': '105', 'type': 'block', 'children': ['106']}; {'id': '106', 'type': 'expression_statement', 'children': ['107']}, {'id': '107', 'type': 'assignment', 'children': ['108', '109']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'sources'}, {'id': '109', 'type': 'list_comprehension', 'children': ['110', '113']}; {'id': '110', 'type': 'attribute', 'children': ['111', '112']}, {'id': '111', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'node_id'}, {'id': '113', 'type': 'for_in_clause', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 's'}, {'id': '115', 'type': 'attribute', 'children': ['116', '117']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'factor'}, {'id': '117', 'type': 'identifier', 'children': [], 'value': 'sources'}; {'id': '118', 'type': 'except_clause', 'children': ['119', '120']}, {'id': '119', 'type': 'identifier', 'children': [], 'value': 'AttributeError'}; {'id': '120', 'type': 'block', 'children': ['121']}, {'id': '121', 'type': 'if_statement', 'children': ['122', '125', '135']}; {'id': '122', 'type': 'attribute', 'children': ['123', '124']}, {'id': '123', 'type': 'identifier', 'children': [], 'value': 'factor'}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'source'}, {'id': '125', 'type': 'block', 'children': ['126']}; {'id': '126', 'type': 'expression_statement', 'children': ['127']}, {'id': '127', 'type': 'assignment', 'children': ['128', '129']}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'sources'}, {'id': '129', 'type': 'list', 'children': ['130'], 'value': '[factor.source.node_id]'}; {'id': '130', 'type': 'attribute', 'children': ['131', '134']}, {'id': '131', 'type': 'attribute', 'children': ['132', '133']}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'factor'}, {'id': '133', 'type': 'identifier', 'children': [], 'value': 'source'}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'node_id'}, {'id': '135', 'type': 'else_clause', 'children': ['136']}; {'id': '136', 'type': 'block', 'children': ['137']}, {'id': '137', 'type': 'expression_statement', 'children': ['138']}; {'id': '138', 'type': 'assignment', 'children': ['139', '140']}, {'id': '139', 'type': 'identifier', 'children': [], 'value': 'sources'}; {'id': '140', 'type': 'list', 'children': [], 'value': '[]'}, {'id': '141', 'type': 'expression_statement', 'children': ['142']}; {'id': '142', 'type': 'call', 'children': ['143', '148']}, {'id': '143', 'type': 'attribute', 'children': ['144', '147']}; {'id': '144', 'type': 'subscript', 'children': ['145', '146']}, {'id': '145', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '146', 'type': 'string', 'children': [], 'value': "'factors'"}, {'id': '147', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '148', 'type': 'argument_list', 'children': ['149']}, {'id': '149', 'type': 'dictionary', 'children': ['150', '153', '156']}; {'id': '150', 'type': 'pair', 'children': ['151', '152']}, {'id': '151', 'type': 'string', 'children': [], 'value': "'id'"}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'tool'}, {'id': '153', 'type': 'pair', 'children': ['154', '155']}; {'id': '154', 'type': 'string', 'children': [], 'value': "'sources'"}, {'id': '155', 'type': 'identifier', 'children': [], 'value': 'sources'}; {'id': '156', 'type': 'pair', 'children': ['157', '158']}, {'id': '157', 'type': 'string', 'children': [], 'value': "'sink'"}; {'id': '158', 'type': 'attribute', 'children': ['159', '162']}, {'id': '159', 'type': 'attribute', 'children': ['160', '161']}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'factor'}, {'id': '161', 'type': 'identifier', 'children': [], 'value': 'sink'}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'node_id'}, {'id': '163', 'type': 'try_statement', 'children': ['164', '214']}; {'id': '164', 'type': 'block', 'children': ['165']}, {'id': '165', 'type': 'if_statement', 'children': ['166', '169', '195']}; {'id': '166', 'type': 'attribute', 'children': ['167', '168']}, {'id': '167', 'type': 'identifier', 'children': [], 'value': 'factor'}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'plates'}, {'id': '169', 'type': 'block', 'children': ['170']}; {'id': '170', 'type': 'for_statement', 'children': ['171', '172', '175']}, {'id': '171', 'type': 'identifier', 'children': [], 'value': 'plate'}; {'id': '172', 'type': 'attribute', 'children': ['173', '174']}, {'id': '173', 'type': 'identifier', 'children': [], 'value': 'factor'}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'plates'}, {'id': '175', 'type': 'block', 'children': ['176']}; {'id': '176', 'type': 'expression_statement', 'children': ['177']}, {'id': '177', 'type': 'call', 'children': ['178', '187']}; {'id': '178', 'type': 'attribute', 'children': ['179', '186']}, {'id': '179', 'type': 'subscript', 'children': ['180', '183']}; {'id': '180', 'type': 'subscript', 'children': ['181', '182']}, {'id': '181', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '182', 'type': 'string', 'children': [], 'value': "'plates'"}, {'id': '183', 'type': 'attribute', 'children': ['184', '185']}; {'id': '184', 'type': 'identifier', 'children': [], 'value': 'plate'}, {'id': '185', 'type': 'identifier', 'children': [], 'value': 'plate_id'}; {'id': '186', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '187', 'type': 'argument_list', 'children': ['188']}; {'id': '188', 'type': 'dictionary', 'children': ['189', '192']}, {'id': '189', 'type': 'pair', 'children': ['190', '191']}; {'id': '190', 'type': 'string', 'children': [], 'value': "'id'"}, {'id': '191', 'type': 'identifier', 'children': [], 'value': 'tool'}; {'id': '192', 'type': 'pair', 'children': ['193', '194']}, {'id': '193', 'type': 'string', 'children': [], 'value': "'type'"}; {'id': '194', 'type': 'string', 'children': [], 'value': "'factor'"}, {'id': '195', 'type': 'else_clause', 'children': ['196']}; {'id': '196', 'type': 'block', 'children': ['197']}, {'id': '197', 'type': 'expression_statement', 'children': ['198']}; {'id': '198', 'type': 'call', 'children': ['199', '206']}, {'id': '199', 'type': 'attribute', 'children': ['200', '205']}; {'id': '200', 'type': 'subscript', 'children': ['201', '204']}, {'id': '201', 'type': 'subscript', 'children': ['202', '203']}; {'id': '202', 'type': 'identifier', 'children': [], 'value': 'd'}, {'id': '203', 'type': 'string', 'children': [], 'value': "'plates'"}; {'id': '204', 'type': 'string', 'children': [], 'value': "'root'"}, {'id': '205', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '206', 'type': 'argument_list', 'children': ['207']}, {'id': '207', 'type': 'dictionary', 'children': ['208', '211']}; {'id': '208', 'type': 'pair', 'children': ['209', '210']}, {'id': '209', 'type': 'string', 'children': [], 'value': "'id'"}; {'id': '210', 'type': 'identifier', 'children': [], 'value': 'tool'}, {'id': '211', 'type': 'pair', 'children': ['212', '213']}; {'id': '212', 'type': 'string', 'children': [], 'value': "'type'"}, {'id': '213', 'type': 'string', 'children': [], 'value': "'factor'"}; {'id': '214', 'type': 'except_clause', 'children': ['215', '216']}, {'id': '215', 'type': 'identifier', 'children': [], 'value': 'AttributeError'}; {'id': '216', 'type': 'block', 'children': ['217']}, {'id': '217', 'type': 'pass_statement', 'children': []}; {'id': '218', 'type': 'expression_statement', 'children': ['219']}, {'id': '219', 'type': 'assignment', 'children': ['220', '223']}; {'id': '220', 'type': 'subscript', 'children': ['221', '222']}, {'id': '221', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '222', 'type': 'string', 'children': [], 'value': "'plates'"}, {'id': '223', 'type': 'call', 'children': ['224', '225']}; {'id': '224', 'type': 'identifier', 'children': [], 'value': 'dict'}, {'id': '225', 'type': 'argument_list', 'children': ['226']}; {'id': '226', 'type': 'subscript', 'children': ['227', '228']}, {'id': '227', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '228', 'type': 'string', 'children': [], 'value': "'plates'"}, {'id': '229', 'type': 'return_statement', 'children': ['230']}
def to_dict(self, tool_long_names=True): d = dict(nodes=[], factors=[], plates=defaultdict(list)) for node in self.nodes: node_id = self.nodes[node].node_id d['nodes'].append({'id': node_id}) for plate_id in self.nodes[node].plate_ids: d['plates'][plate_id].append({'id': node_id, 'type': 'node'}) for factor in self.factors: tool = str(factor.tool) if tool_long_names else factor.tool.name try: sources = [s.node_id for s in factor.sources] except AttributeError: if factor.source: sources = [factor.source.node_id] else: sources = [] d['factors'].append({ 'id': tool, 'sources': sources, 'sink': factor.sink.node_id}) try: if factor.plates: for plate in factor.plates: d['plates'][plate.plate_id].append({'id': tool, 'type': 'factor'}) else: d['plates']['root'].append({'id': tool, 'type': 'factor'}) except AttributeError: pass d['plates'] = dict(d['plates']) return d
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '13']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'GenericPump'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'filenames'}, {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'use_jppy'}, {'id': '7', 'type': 'False', 'children': []}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}, {'id': '9', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '10', 'type': 'string', 'children': [], 'value': '"GenericPump"'}, {'id': '11', 'type': 'dictionary_splat_pattern', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'kwargs'}, {'id': '13', 'type': 'block', 'children': ['14', '26', '48', '67', '87', '96', '118', '140', '158', '207', '219']}; {'id': '14', 'type': 'if_statement', 'children': ['15', '20']}, {'id': '15', 'type': 'call', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'isinstance'}, {'id': '17', 'type': 'argument_list', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'filenames'}, {'id': '19', 'type': 'identifier', 'children': [], 'value': 'str'}; {'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': 'filenames'}; {'id': '24', 'type': 'list', 'children': ['25'], 'value': '[filenames]'}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 'filenames'}; {'id': '26', 'type': 'try_statement', 'children': ['27', '33']}, {'id': '27', 'type': 'block', 'children': ['28']}; {'id': '28', 'type': 'expression_statement', 'children': ['29']}, {'id': '29', 'type': 'call', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'iter'}, {'id': '31', 'type': 'argument_list', 'children': ['32']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'filenames'}, {'id': '33', 'type': 'except_clause', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'TypeError'}, {'id': '35', 'type': 'block', 'children': ['36', '43']}; {'id': '36', 'type': 'expression_statement', 'children': ['37']}, {'id': '37', 'type': 'call', 'children': ['38', '41']}; {'id': '38', 'type': 'attribute', 'children': ['39', '40']}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'critical'}, {'id': '41', 'type': 'argument_list', 'children': ['42']}; {'id': '42', 'type': 'string', 'children': [], 'value': '"Don\'t know how to iterate through filenames."'}, {'id': '43', 'type': 'raise_statement', 'children': ['44']}; {'id': '44', 'type': 'call', 'children': ['45', '46']}, {'id': '45', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '46', 'type': 'argument_list', 'children': ['47']}, {'id': '47', 'type': 'string', 'children': [], 'value': '"Invalid filenames."'}; {'id': '48', 'type': 'expression_statement', 'children': ['49']}, {'id': '49', 'type': 'assignment', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'extensions'}, {'id': '51', 'type': 'call', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'set'}, {'id': '53', 'type': 'generator_expression', 'children': ['54', '64']}; {'id': '54', 'type': 'subscript', 'children': ['55', '63']}, {'id': '55', 'type': 'call', 'children': ['56', '61']}; {'id': '56', 'type': 'attribute', 'children': ['57', '60']}, {'id': '57', 'type': 'attribute', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'os'}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'splitext'}, {'id': '61', 'type': 'argument_list', 'children': ['62']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'fn'}, {'id': '63', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '64', 'type': 'for_in_clause', 'children': ['65', '66']}, {'id': '65', 'type': 'identifier', 'children': [], 'value': 'fn'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'filenames'}, {'id': '67', 'type': 'if_statement', 'children': ['68', '74']}; {'id': '68', 'type': 'comparison_operator', 'children': ['69', '73'], 'value': '>'}, {'id': '69', 'type': 'call', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '71', 'type': 'argument_list', 'children': ['72']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'extensions'}, {'id': '73', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '74', 'type': 'block', 'children': ['75', '82']}, {'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': 'log'}, {'id': '79', 'type': 'identifier', 'children': [], 'value': 'critical'}; {'id': '80', 'type': 'argument_list', 'children': ['81']}, {'id': '81', 'type': 'string', 'children': [], 'value': '"Mixed filetypes, please use only files of the same type"'}; {'id': '82', 'type': 'raise_statement', 'children': ['83']}, {'id': '83', 'type': 'call', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'IOError'}, {'id': '85', 'type': 'argument_list', 'children': ['86']}; {'id': '86', 'type': 'string', 'children': [], 'value': '"Mixed filetypes."'}, {'id': '87', 'type': 'expression_statement', 'children': ['88']}; {'id': '88', 'type': 'assignment', 'children': ['89', '90']}, {'id': '89', 'type': 'identifier', 'children': [], 'value': 'extension'}; {'id': '90', 'type': 'subscript', 'children': ['91', '95']}, {'id': '91', 'type': 'call', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'list'}, {'id': '93', 'type': 'argument_list', 'children': ['94']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'extensions'}, {'id': '95', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '96', 'type': 'expression_statement', 'children': ['97']}, {'id': '97', 'type': 'assignment', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'io'}, {'id': '99', 'type': 'dictionary', 'children': ['100', '103', '106', '112', '115']}; {'id': '100', 'type': 'pair', 'children': ['101', '102']}, {'id': '101', 'type': 'string', 'children': [], 'value': "'.evt'"}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'EvtPump'}, {'id': '103', 'type': 'pair', 'children': ['104', '105']}; {'id': '104', 'type': 'string', 'children': [], 'value': "'.h5'"}, {'id': '105', 'type': 'identifier', 'children': [], 'value': 'HDF5Pump'}; {'id': '106', 'type': 'pair', 'children': ['107', '108']}, {'id': '107', 'type': 'string', 'children': [], 'value': "'.root'"}; {'id': '108', 'type': 'conditional_expression', 'children': ['109', '110', '111'], 'value': 'if'}, {'id': '109', 'type': 'identifier', 'children': [], 'value': 'EventPump'}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'use_jppy'}, {'id': '111', 'type': 'identifier', 'children': [], 'value': 'AanetPump'}; {'id': '112', 'type': 'pair', 'children': ['113', '114']}, {'id': '113', 'type': 'string', 'children': [], 'value': "'.dat'"}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'DAQPump'}, {'id': '115', 'type': 'pair', 'children': ['116', '117']}; {'id': '116', 'type': 'string', 'children': [], 'value': "'.dqd'"}, {'id': '117', 'type': 'identifier', 'children': [], 'value': 'CLBPump'}; {'id': '118', 'type': 'if_statement', 'children': ['119', '122']}, {'id': '119', 'type': 'comparison_operator', 'children': ['120', '121'], 'value': 'not'}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'extension'}, {'id': '121', 'type': 'identifier', 'children': [], 'value': 'io'}; {'id': '122', 'type': 'block', 'children': ['123', '135']}, {'id': '123', 'type': 'expression_statement', 'children': ['124']}; {'id': '124', 'type': 'call', 'children': ['125', '128']}, {'id': '125', 'type': 'attribute', 'children': ['126', '127']}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'log'}, {'id': '127', 'type': 'identifier', 'children': [], 'value': 'critical'}; {'id': '128', 'type': 'argument_list', 'children': ['129']}, {'id': '129', 'type': 'call', 'children': ['130', '133']}; {'id': '130', 'type': 'attribute', 'children': ['131', '132']}, {'id': '131', 'type': 'string', 'children': [], 'value': '"No pump found for file extension \'{0}\'"'}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'format'}, {'id': '133', 'type': 'argument_list', 'children': ['134']}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'extension'}, {'id': '135', 'type': 'raise_statement', 'children': ['136']}; {'id': '136', 'type': 'call', 'children': ['137', '138']}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '138', 'type': 'argument_list', 'children': ['139']}, {'id': '139', 'type': 'string', 'children': [], 'value': '"Unknown filetype"'}; {'id': '140', 'type': 'expression_statement', 'children': ['141']}, {'id': '141', 'type': 'assignment', 'children': ['142', '143']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'missing_files'}, {'id': '143', 'type': 'list_comprehension', 'children': ['144', '145', '148']}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'fn'}, {'id': '145', 'type': 'for_in_clause', 'children': ['146', '147']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'fn'}, {'id': '147', 'type': 'identifier', 'children': [], 'value': 'filenames'}; {'id': '148', 'type': 'if_clause', 'children': ['149']}, {'id': '149', 'type': 'not_operator', 'children': ['150']}; {'id': '150', 'type': 'call', 'children': ['151', '156']}, {'id': '151', 'type': 'attribute', 'children': ['152', '155']}; {'id': '152', 'type': 'attribute', 'children': ['153', '154']}, {'id': '153', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'path'}, {'id': '155', 'type': 'identifier', 'children': [], 'value': 'exists'}; {'id': '156', 'type': 'argument_list', 'children': ['157']}, {'id': '157', 'type': 'identifier', 'children': [], 'value': 'fn'}; {'id': '158', 'type': 'if_statement', 'children': ['159', '160']}, {'id': '159', 'type': 'identifier', 'children': [], 'value': 'missing_files'}; {'id': '160', 'type': 'block', 'children': ['161']}, {'id': '161', 'type': 'if_statement', 'children': ['162', '171', '188']}; {'id': '162', 'type': 'comparison_operator', 'children': ['163', '167'], 'value': '=='}, {'id': '163', 'type': 'call', 'children': ['164', '165']}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '165', 'type': 'argument_list', 'children': ['166']}; {'id': '166', 'type': 'identifier', 'children': [], 'value': 'missing_files'}, {'id': '167', 'type': 'call', 'children': ['168', '169']}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '169', 'type': 'argument_list', 'children': ['170']}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'filenames'}, {'id': '171', 'type': 'block', 'children': ['172', '176', '183']}; {'id': '172', 'type': 'expression_statement', 'children': ['173']}, {'id': '173', 'type': 'assignment', 'children': ['174', '175']}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'message'}, {'id': '175', 'type': 'string', 'children': [], 'value': '"None of the given files could be found."'}; {'id': '176', 'type': 'expression_statement', 'children': ['177']}, {'id': '177', 'type': 'call', 'children': ['178', '181']}; {'id': '178', 'type': 'attribute', 'children': ['179', '180']}, {'id': '179', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'critical'}, {'id': '181', 'type': 'argument_list', 'children': ['182']}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'message'}, {'id': '183', 'type': 'raise_statement', 'children': ['184']}; {'id': '184', 'type': 'call', 'children': ['185', '186']}, {'id': '185', 'type': 'identifier', 'children': [], 'value': 'SystemExit'}; {'id': '186', 'type': 'argument_list', 'children': ['187']}, {'id': '187', 'type': 'identifier', 'children': [], 'value': 'message'}; {'id': '188', 'type': 'else_clause', 'children': ['189']}, {'id': '189', 'type': 'block', 'children': ['190']}; {'id': '190', 'type': 'expression_statement', 'children': ['191']}, {'id': '191', 'type': 'call', 'children': ['192', '195']}; {'id': '192', 'type': 'attribute', 'children': ['193', '194']}, {'id': '193', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '194', 'type': 'identifier', 'children': [], 'value': 'warning'}, {'id': '195', 'type': 'argument_list', 'children': ['196']}; {'id': '196', 'type': 'call', 'children': ['197', '200']}, {'id': '197', 'type': 'attribute', 'children': ['198', '199']}; {'id': '198', 'type': 'string', 'children': [], 'value': '"The following files are missing and ignored: {}"'}, {'id': '199', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '200', 'type': 'argument_list', 'children': ['201']}, {'id': '201', 'type': 'call', 'children': ['202', '205']}; {'id': '202', 'type': 'attribute', 'children': ['203', '204']}, {'id': '203', 'type': 'string', 'children': [], 'value': "', '"}; {'id': '204', 'type': 'identifier', 'children': [], 'value': 'join'}, {'id': '205', 'type': 'argument_list', 'children': ['206']}; {'id': '206', 'type': 'identifier', 'children': [], 'value': 'missing_files'}, {'id': '207', 'type': 'expression_statement', 'children': ['208']}; {'id': '208', 'type': 'assignment', 'children': ['209', '210']}, {'id': '209', 'type': 'identifier', 'children': [], 'value': 'input_files'}; {'id': '210', 'type': 'binary_operator', 'children': ['211', '215'], 'value': '-'}, {'id': '211', 'type': 'call', 'children': ['212', '213']}; {'id': '212', 'type': 'identifier', 'children': [], 'value': 'set'}, {'id': '213', 'type': 'argument_list', 'children': ['214']}; {'id': '214', 'type': 'identifier', 'children': [], 'value': 'filenames'}, {'id': '215', 'type': 'call', 'children': ['216', '217']}; {'id': '216', 'type': 'identifier', 'children': [], 'value': 'set'}, {'id': '217', 'type': 'argument_list', 'children': ['218']}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'missing_files'}, {'id': '219', 'type': 'if_statement', 'children': ['220', '226', '243']}; {'id': '220', 'type': 'comparison_operator', 'children': ['221', '225'], 'value': '=='}, {'id': '221', 'type': 'call', 'children': ['222', '223']}; {'id': '222', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '223', 'type': 'argument_list', 'children': ['224']}; {'id': '224', 'type': 'identifier', 'children': [], 'value': 'input_files'}, {'id': '225', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '226', 'type': 'block', 'children': ['227']}, {'id': '227', 'type': 'return_statement', 'children': ['228']}; {'id': '228', 'type': 'call', 'children': ['229', '232']}, {'id': '229', 'type': 'subscript', 'children': ['230', '231']}; {'id': '230', 'type': 'identifier', 'children': [], 'value': 'io'}, {'id': '231', 'type': 'identifier', 'children': [], 'value': 'extension'}; {'id': '232', 'type': 'argument_list', 'children': ['233', '238', '241']}, {'id': '233', 'type': 'keyword_argument', 'children': ['234', '235']}; {'id': '234', 'type': 'identifier', 'children': [], 'value': 'filename'}, {'id': '235', 'type': 'subscript', 'children': ['236', '237']}; {'id': '236', 'type': 'identifier', 'children': [], 'value': 'filenames'}, {'id': '237', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '238', 'type': 'keyword_argument', 'children': ['239', '240']}, {'id': '239', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '240', 'type': 'identifier', 'children': [], 'value': 'name'}, {'id': '241', 'type': 'dictionary_splat', 'children': ['242']}; {'id': '242', 'type': 'identifier', 'children': [], 'value': 'kwargs'}, {'id': '243', 'type': 'else_clause', 'children': ['244']}; {'id': '244', 'type': 'block', 'children': ['245']}, {'id': '245', 'type': 'return_statement', 'children': ['246']}; {'id': '246', 'type': 'call', 'children': ['247', '250']}, {'id': '247', 'type': 'subscript', 'children': ['248', '249']}; {'id': '248', 'type': 'identifier', 'children': [], 'value': 'io'}, {'id': '249', 'type': 'identifier', 'children': [], 'value': 'extension'}; {'id': '250', 'type': 'argument_list', 'children': ['251', '254', '257']}, {'id': '251', 'type': 'keyword_argument', 'children': ['252', '253']}; {'id': '252', 'type': 'identifier', 'children': [], 'value': 'filenames'}, {'id': '253', 'type': 'identifier', 'children': [], 'value': 'filenames'}; {'id': '254', 'type': 'keyword_argument', 'children': ['255', '256']}, {'id': '255', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '256', 'type': 'identifier', 'children': [], 'value': 'name'}, {'id': '257', 'type': 'dictionary_splat', 'children': ['258']}
def GenericPump(filenames, use_jppy=False, name="GenericPump", **kwargs): if isinstance(filenames, str): filenames = [filenames] try: iter(filenames) except TypeError: log.critical("Don't know how to iterate through filenames.") raise TypeError("Invalid filenames.") extensions = set(os.path.splitext(fn)[1] for fn in filenames) if len(extensions) > 1: log.critical("Mixed filetypes, please use only files of the same type") raise IOError("Mixed filetypes.") extension = list(extensions)[0] io = { '.evt': EvtPump, '.h5': HDF5Pump, '.root': EventPump if use_jppy else AanetPump, '.dat': DAQPump, '.dqd': CLBPump, } if extension not in io: log.critical( "No pump found for file extension '{0}'".format(extension) ) raise ValueError("Unknown filetype") missing_files = [fn for fn in filenames if not os.path.exists(fn)] if missing_files: if len(missing_files) == len(filenames): message = "None of the given files could be found." log.critical(message) raise SystemExit(message) else: log.warning( "The following files are missing and ignored: {}".format( ', '.join(missing_files) ) ) input_files = set(filenames) - set(missing_files) if len(input_files) == 1: return io[extension](filename=filenames[0], name=name, **kwargs) else: return io[extension](filenames=filenames, name=name, **kwargs)
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '10']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_sources'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'plate'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'plate_value'}, {'id': '7', 'type': 'default_parameter', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'sources'}, {'id': '9', 'type': 'None', 'children': []}; {'id': '10', 'type': 'block', 'children': ['11', '20', '84', '121']}, {'id': '11', 'type': 'if_statement', 'children': ['12', '15']}; {'id': '12', 'type': 'comparison_operator', 'children': ['13', '14'], 'value': 'is'}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'sources'}; {'id': '14', 'type': 'None', 'children': []}, {'id': '15', 'type': 'block', 'children': ['16']}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}, {'id': '17', 'type': 'assignment', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'sources'}, {'id': '19', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '20', 'type': 'if_statement', 'children': ['21', '24']}, {'id': '21', 'type': 'attribute', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '23', 'type': 'identifier', 'children': [], 'value': 'sources'}; {'id': '24', 'type': 'block', 'children': ['25']}, {'id': '25', 'type': 'for_statement', 'children': ['26', '29', '35']}; {'id': '26', 'type': 'pattern_list', 'children': ['27', '28']}, {'id': '27', 'type': 'identifier', 'children': [], 'value': 'si'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'source'}, {'id': '29', 'type': 'call', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'enumerate'}, {'id': '31', 'type': 'argument_list', 'children': ['32']}; {'id': '32', 'type': 'attribute', 'children': ['33', '34']}, {'id': '33', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'sources'}, {'id': '35', 'type': 'block', 'children': ['36']}; {'id': '36', 'type': 'if_statement', 'children': ['37', '51', '63', '81']}, {'id': '37', 'type': 'boolean_operator', 'children': ['38', '46'], 'value': 'and'}; {'id': '38', 'type': 'comparison_operator', 'children': ['39', '45'], 'value': '=='}, {'id': '39', 'type': 'call', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '41', 'type': 'argument_list', 'children': ['42']}; {'id': '42', 'type': 'attribute', 'children': ['43', '44']}, {'id': '43', 'type': 'identifier', 'children': [], 'value': 'source'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'streams'}, {'id': '45', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '46', 'type': 'comparison_operator', 'children': ['47', '48'], 'value': 'in'}, {'id': '47', 'type': 'None', 'children': []}; {'id': '48', 'type': 'attribute', 'children': ['49', '50']}, {'id': '49', 'type': 'identifier', 'children': [], 'value': 'source'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'streams'}, {'id': '51', 'type': 'block', 'children': ['52']}; {'id': '52', 'type': 'expression_statement', 'children': ['53']}, {'id': '53', 'type': 'call', 'children': ['54', '57']}; {'id': '54', 'type': 'attribute', 'children': ['55', '56']}, {'id': '55', 'type': 'identifier', 'children': [], 'value': 'sources'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '57', 'type': 'argument_list', 'children': ['58']}; {'id': '58', 'type': 'subscript', 'children': ['59', '62']}, {'id': '59', 'type': 'attribute', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'source'}, {'id': '61', 'type': 'identifier', 'children': [], 'value': 'streams'}; {'id': '62', 'type': 'None', 'children': []}, {'id': '63', 'type': 'elif_clause', 'children': ['64', '69']}; {'id': '64', 'type': 'comparison_operator', 'children': ['65', '66'], 'value': 'in'}, {'id': '65', 'type': 'identifier', 'children': [], 'value': 'plate_value'}; {'id': '66', 'type': 'attribute', 'children': ['67', '68']}, {'id': '67', 'type': 'identifier', 'children': [], 'value': 'source'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'streams'}, {'id': '69', 'type': 'block', 'children': ['70']}; {'id': '70', 'type': 'expression_statement', 'children': ['71']}, {'id': '71', 'type': 'call', 'children': ['72', '75']}; {'id': '72', 'type': 'attribute', 'children': ['73', '74']}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 'sources'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '75', 'type': 'argument_list', 'children': ['76']}; {'id': '76', 'type': 'subscript', 'children': ['77', '80']}, {'id': '77', 'type': 'attribute', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'source'}, {'id': '79', 'type': 'identifier', 'children': [], 'value': 'streams'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'plate_value'}, {'id': '81', 'type': 'else_clause', 'children': ['82']}; {'id': '82', 'type': 'block', 'children': ['83']}, {'id': '83', 'type': 'pass_statement', 'children': []}; {'id': '84', 'type': 'if_statement', 'children': ['85', '89']}, {'id': '85', 'type': 'not_operator', 'children': ['86']}; {'id': '86', 'type': 'attribute', 'children': ['87', '88']}, {'id': '87', 'type': 'identifier', 'children': [], 'value': 'plate'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'is_root'}, {'id': '89', 'type': 'block', 'children': ['90', '108']}; {'id': '90', 'type': 'expression_statement', 'children': ['91']}, {'id': '91', 'type': 'assignment', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'parent_plate_value'}, {'id': '93', 'type': 'call', 'children': ['94', '95']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'tuple'}, {'id': '95', 'type': 'generator_expression', 'children': ['96', '97', '100']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'pv'}, {'id': '97', 'type': 'for_in_clause', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'pv'}, {'id': '99', 'type': 'identifier', 'children': [], 'value': 'plate_value'}; {'id': '100', 'type': 'if_clause', 'children': ['101']}, {'id': '101', 'type': 'comparison_operator', 'children': ['102', '105'], 'value': '!='}; {'id': '102', 'type': 'subscript', 'children': ['103', '104']}, {'id': '103', 'type': 'identifier', 'children': [], 'value': 'pv'}; {'id': '104', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '105', 'type': 'attribute', 'children': ['106', '107']}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'plate'}, {'id': '107', 'type': 'identifier', 'children': [], 'value': 'meta_data_id'}; {'id': '108', 'type': 'expression_statement', 'children': ['109']}, {'id': '109', 'type': 'assignment', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'sources'}, {'id': '111', 'type': 'call', 'children': ['112', '115']}; {'id': '112', 'type': 'attribute', 'children': ['113', '114']}, {'id': '113', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'get_sources'}, {'id': '115', 'type': 'argument_list', 'children': ['116', '119', '120']}; {'id': '116', 'type': 'attribute', 'children': ['117', '118']}, {'id': '117', 'type': 'identifier', 'children': [], 'value': 'plate'}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'parent'}, {'id': '119', 'type': 'identifier', 'children': [], 'value': 'parent_plate_value'}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'sources'}, {'id': '121', 'type': 'return_statement', 'children': ['122']}
def get_sources(self, plate, plate_value, sources=None): if sources is None: sources = [] if self.sources: for si, source in enumerate(self.sources): if len(source.streams) == 1 and None in source.streams: sources.append(source.streams[None]) elif plate_value in source.streams: sources.append(source.streams[plate_value]) else: pass if not plate.is_root: parent_plate_value = tuple(pv for pv in plate_value if pv[0] != plate.meta_data_id) sources = self.get_sources(plate.parent, parent_plate_value, sources) return sources
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def get_splitting_stream(self, input_plate_value): if not self.splitting_node: return None if len(self.splitting_node.plates) == 0: return self.splitting_node.streams[None] if len(self.splitting_node.plates) > 1: raise ValueError("Splitting node cannot live on multiple plates for factor {}" .format(self.factor_id)) if not self.input_plate and len(self.splitting_node.plates) > 0: raise ValueError("Splitting node cannot live on a plate if there is no input plate") splitting_plate = self.splitting_node.plates[0] if self.input_plate == splitting_plate: splitting_stream = self.splitting_node.streams[input_plate_value] else: if splitting_plate.is_child(self.input_plate): ppv = filter(lambda x: all(p in input_plate_value for p in x), self.input_plate.parent.values) if len(ppv) != 1: raise ValueError("Parent plate value not found") splitting_stream = self.splitting_node.streams[ppv[0]] elif splitting_plate.is_descendant(self.input_plate): ppv = filter(lambda x: all(p in input_plate_value for p in x), self.input_plate.parent.values) if len(ppv) != 1: raise ValueError("Parent plate value not found") splitting_stream = self.splitting_node.streams[ppv] else: raise IncompatiblePlatesError( "Splitting node plate {} does not match input plate {} for factor {}" .format(self.input_plate, self.splitting_node.plates[0], self.factor_id)) return splitting_stream
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{'id': '64', 'type': 'call', 'children': ['65', '68']}, {'id': '65', 'type': 'attribute', 'children': ['66', '67']}; {'id': '66', 'type': 'string', 'children': [], 'value': "'-'"}, {'id': '67', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '68', 'type': 'argument_list', 'children': ['69']}, {'id': '69', 'type': 'subscript', 'children': ['70', '79']}; {'id': '70', 'type': 'list_comprehension', 'children': ['71', '72', '75']}, {'id': '71', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '72', 'type': 'for_in_clause', 'children': ['73', '74']}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'sounds'}, {'id': '75', 'type': 'if_clause', 'children': ['76']}; {'id': '76', 'type': 'comparison_operator', 'children': ['77', '78'], 'value': '!='}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '78', 'type': 'string', 'children': [], 'value': "'V'"}, {'id': '79', 'type': 'slice', 'children': ['80', '81']}; {'id': '80', 'type': 'colon', 'children': []}, {'id': '81', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '82', 'type': 'expression_statement', 'children': ['83']}, {'id': '83', 'type': 'assignment', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'cogid'}, {'id': '85', 'type': 'binary_operator', 'children': ['86', '94'], 'value': '+'}; {'id': '86', 'type': 'binary_operator', 'children': ['87', '93'], 'value': '+'}, {'id': '87', 'type': 'call', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'slug'}, {'id': '89', 'type': 'argument_list', 'children': ['90']}; {'id': '90', 'type': 'subscript', 'children': ['91', '92']}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 'row'}; {'id': '92', 'type': 'string', 'children': [], 'value': "'Parameter_ID'"}, {'id': '93', 'type': 'string', 'children': [], 'value': "'-'"}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'sounds'}, {'id': '95', 'type': 'if_statement', 'children': ['96', '99']}; {'id': '96', 'type': 'comparison_operator', 'children': ['97', '98'], 'value': 'not'}, {'id': '97', 'type': 'string', 'children': [], 'value': "'0'"}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'sounds'}, {'id': '99', 'type': 'block', 'children': ['100']}; {'id': '100', 'type': 'expression_statement', 'children': ['101']}, {'id': '101', 'type': 'yield', 'children': ['102']}; {'id': '102', 'type': 'call', 'children': ['103', '104']}, {'id': '103', 'type': 'identifier', 'children': [], 'value': 'dict'}; {'id': '104', 'type': 'argument_list', 'children': ['105', '110', '115', '118']}, {'id': '105', 'type': 'keyword_argument', 'children': ['106', '107']}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'Form_ID'}, {'id': '107', 'type': 'subscript', 'children': ['108', '109']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'row'}, {'id': '109', 'type': 'string', 'children': [], 'value': "'ID'"}; {'id': '110', 'type': 'keyword_argument', 'children': ['111', '112']}, {'id': '111', 'type': 'identifier', 'children': [], 'value': 'Form'}; {'id': '112', 'type': 'subscript', 'children': ['113', '114']}, {'id': '113', 'type': 'identifier', 'children': [], 'value': 'row'}; {'id': '114', 'type': 'string', 'children': [], 'value': "'Value'"}, {'id': '115', 'type': 'keyword_argument', 'children': ['116', '117']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'Cognateset_ID'}, {'id': '117', 'type': 'identifier', 'children': [], 'value': 'cogid'}; {'id': '118', 'type': 'keyword_argument', 'children': ['119', '120']}, {'id': '119', 'type': 'identifier', 'children': [], 'value': 'Cognate_Detection_Method'}; {'id': '120', 'type': 'string', 'children': [], 'value': "'CMM'"}, {'id': '121', 'type': 'if_statement', 'children': ['122', '127']}; {'id': '122', 'type': 'comparison_operator', 'children': ['123', '124'], 'value': 'in'}, {'id': '123', 'type': 'identifier', 'children': [], 'value': 'method'}; {'id': '124', 'type': 'list', 'children': ['125', '126'], 'value': "['sca', 'lexstat']"}, {'id': '125', 'type': 'string', 'children': [], 'value': "'sca'"}; {'id': '126', 'type': 'string', 'children': [], 'value': "'lexstat'"}, {'id': '127', 'type': 'block', 'children': ['128', '135', '148', '163']}; {'id': '128', 'type': 'expression_statement', 'children': ['129']}, {'id': '129', 'type': 'assignment', 'children': ['130', '131']}; {'id': '130', 'type': 'identifier', 'children': [], 'value': 'lex'}, {'id': '131', 'type': 'call', 'children': ['132', '133']}; {'id': '132', 'type': 'identifier', 'children': [], 'value': '_cldf2lexstat'}, {'id': '133', 'type': 'argument_list', 'children': ['134']}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'dataset'}, {'id': '135', 'type': 'if_statement', 'children': ['136', '139']}; {'id': '136', 'type': 'comparison_operator', 'children': ['137', '138'], 'value': '=='}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'method'}; {'id': '138', 'type': 'string', 'children': [], 'value': "'lexstat'"}, {'id': '139', 'type': 'block', 'children': ['140']}; {'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': 'lex'}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'get_scorer'}, {'id': '145', 'type': 'argument_list', 'children': ['146']}; {'id': '146', 'type': 'dictionary_splat', 'children': ['147']}, {'id': '147', 'type': 'identifier', 'children': [], 'value': 'kw'}; {'id': '148', 'type': 'expression_statement', 'children': ['149']}, {'id': '149', 'type': 'call', 'children': ['150', '153']}; {'id': '150', 'type': 'attribute', 'children': ['151', '152']}, {'id': '151', 'type': 'identifier', 'children': [], 'value': 'lex'}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'cluster'}, {'id': '153', 'type': 'argument_list', 'children': ['154', '157', '160']}; {'id': '154', 'type': 'keyword_argument', 'children': ['155', '156']}, {'id': '155', 'type': 'identifier', 'children': [], 'value': 'method'}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'method'}, {'id': '157', 'type': 'keyword_argument', 'children': ['158', '159']}; {'id': '158', 'type': 'identifier', 'children': [], 'value': 'threshold'}, {'id': '159', 'type': 'identifier', 'children': [], 'value': 'threshold'}; {'id': '160', 'type': 'keyword_argument', 'children': ['161', '162']}, {'id': '161', 'type': 'identifier', 'children': [], 'value': 'ref'}; {'id': '162', 'type': 'string', 'children': [], 'value': "'cogid'"}, {'id': '163', 'type': 'for_statement', 'children': ['164', '165', '166']}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'k'}, {'id': '165', 'type': 'identifier', 'children': [], 'value': 'lex'}; {'id': '166', 'type': 'block', 'children': ['167']}, {'id': '167', 'type': 'expression_statement', 'children': ['168']}; {'id': '168', 'type': 'yield', 'children': ['169']}, {'id': '169', 'type': 'call', 'children': ['170', '171']}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'Cognate'}, {'id': '171', 'type': 'argument_list', 'children': ['172', '178', '184', '190']}; {'id': '172', 'type': 'keyword_argument', 'children': ['173', '174']}, {'id': '173', 'type': 'identifier', 'children': [], 'value': 'Form_ID'}; {'id': '174', 'type': 'subscript', 'children': ['175', '176', '177']}, {'id': '175', 'type': 'identifier', 'children': [], 'value': 'lex'}; {'id': '176', 'type': 'identifier', 'children': [], 'value': 'k'}, {'id': '177', 'type': 'string', 'children': [], 'value': "'lid'"}; {'id': '178', 'type': 'keyword_argument', 'children': ['179', '180']}, {'id': '179', 'type': 'identifier', 'children': [], 'value': 'Form'}; {'id': '180', 'type': 'subscript', 'children': ['181', '182', '183']}, {'id': '181', 'type': 'identifier', 'children': [], 'value': 'lex'}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'k'}, {'id': '183', 'type': 'string', 'children': [], 'value': "'value'"}; {'id': '184', 'type': 'keyword_argument', 'children': ['185', '186']}, {'id': '185', 'type': 'identifier', 'children': [], 'value': 'Cognateset_ID'}; {'id': '186', 'type': 'subscript', 'children': ['187', '188', '189']}, {'id': '187', 'type': 'identifier', 'children': [], 'value': 'lex'}; {'id': '188', 'type': 'identifier', 'children': [], 'value': 'k'}, {'id': '189', 'type': 'string', 'children': [], 'value': "'cogid'"}; {'id': '190', 'type': 'keyword_argument', 'children': ['191', '192']}, {'id': '191', 'type': 'identifier', 'children': [], 'value': 'Cognate_Detection_Method'}; {'id': '192', 'type': 'binary_operator', 'children': ['193', '194'], 'value': '+'}, {'id': '193', 'type': 'identifier', 'children': [], 'value': 'method'}; {'id': '194', 'type': 'call', 'children': ['195', '198']}, {'id': '195', 'type': 'attribute', 'children': ['196', '197']}; {'id': '196', 'type': 'string', 'children': [], 'value': "'-t{0:.2f}'"}, {'id': '197', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '198', 'type': 'argument_list', 'children': ['199']}, {'id': '199', 'type': 'identifier', 'children': [], 'value': 'threshold'}
def iter_cognates(dataset, column='Segments', method='turchin', threshold=0.5, **kw): if method == 'turchin': for row in dataset.objects['FormTable']: sounds = ''.join(lingpy.tokens2class(row[column], 'dolgo')) if sounds.startswith('V'): sounds = 'H' + sounds sounds = '-'.join([s for s in sounds if s != 'V'][:2]) cogid = slug(row['Parameter_ID']) + '-' + sounds if '0' not in sounds: yield dict( Form_ID=row['ID'], Form=row['Value'], Cognateset_ID=cogid, Cognate_Detection_Method='CMM') if method in ['sca', 'lexstat']: lex = _cldf2lexstat(dataset) if method == 'lexstat': lex.get_scorer(**kw) lex.cluster(method=method, threshold=threshold, ref='cogid') for k in lex: yield Cognate( Form_ID=lex[k, 'lid'], Form=lex[k, 'value'], Cognateset_ID=lex[k, 'cogid'], Cognate_Detection_Method=method + '-t{0:.2f}'.format(threshold))
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_tool_class'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'tool'}; {'id': '6', 'type': 'block', 'children': ['7', '39', '43', '105', '115', '123', '133']}, {'id': '7', 'type': 'if_statement', 'children': ['8', '13', '21', '32']}; {'id': '8', 'type': 'call', 'children': ['9', '10']}, {'id': '9', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '10', 'type': 'argument_list', 'children': ['11', '12']}, {'id': '11', 'type': 'identifier', 'children': [], 'value': 'tool'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'string_types'}, {'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': 'tool_id'}, {'id': '17', 'type': 'call', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'StreamId'}, {'id': '19', 'type': 'argument_list', 'children': ['20']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'tool'}, {'id': '21', 'type': 'elif_clause', 'children': ['22', '27']}; {'id': '22', 'type': 'call', 'children': ['23', '24']}, {'id': '23', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '24', 'type': 'argument_list', 'children': ['25', '26']}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 'tool'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'StreamId'}, {'id': '27', 'type': 'block', 'children': ['28']}; {'id': '28', 'type': 'expression_statement', 'children': ['29']}, {'id': '29', 'type': 'assignment', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'tool_id'}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'tool'}; {'id': '32', 'type': 'else_clause', 'children': ['33']}, {'id': '33', 'type': 'block', 'children': ['34']}; {'id': '34', 'type': 'raise_statement', 'children': ['35']}, {'id': '35', 'type': 'call', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'TypeError'}, {'id': '37', 'type': 'argument_list', 'children': ['38']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'tool'}, {'id': '39', 'type': 'expression_statement', 'children': ['40']}; {'id': '40', 'type': 'assignment', 'children': ['41', '42']}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'tool_stream_view'}; {'id': '42', 'type': 'None', 'children': []}, {'id': '43', 'type': 'if_statement', 'children': ['44', '49', '69']}; {'id': '44', 'type': 'comparison_operator', 'children': ['45', '46'], 'value': 'in'}, {'id': '45', 'type': 'identifier', 'children': [], 'value': 'tool_id'}; {'id': '46', 'type': 'attribute', 'children': ['47', '48']}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'tools'}, {'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': 'tool_stream_view'}, {'id': '53', 'type': 'call', 'children': ['54', '61']}; {'id': '54', 'type': 'attribute', 'children': ['55', '60']}, {'id': '55', 'type': 'subscript', 'children': ['56', '59']}; {'id': '56', 'type': 'attribute', 'children': ['57', '58']}, {'id': '57', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'tools'}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'tool_id'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'window'}, {'id': '61', 'type': 'argument_list', 'children': ['62']}; {'id': '62', 'type': 'tuple', 'children': ['63', '64']}, {'id': '63', 'type': 'identifier', 'children': [], 'value': 'MIN_DATE'}; {'id': '64', 'type': 'attribute', 'children': ['65', '68']}, {'id': '65', 'type': 'attribute', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '67', 'type': 'identifier', 'children': [], 'value': 'tools'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'up_to_timestamp'}, {'id': '69', 'type': 'else_clause', 'children': ['70']}; {'id': '70', 'type': 'block', 'children': ['71']}, {'id': '71', 'type': 'for_statement', 'children': ['72', '73', '76']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'tool_channel'}, {'id': '73', 'type': 'attribute', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '75', 'type': 'identifier', 'children': [], 'value': 'tool_channels'}; {'id': '76', 'type': 'block', 'children': ['77', '85']}, {'id': '77', 'type': 'if_statement', 'children': ['78', '83']}; {'id': '78', 'type': 'comparison_operator', 'children': ['79', '80'], 'value': '=='}, {'id': '79', 'type': 'identifier', 'children': [], 'value': 'tool_channel'}; {'id': '80', 'type': 'attribute', 'children': ['81', '82']}, {'id': '81', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'tools'}, {'id': '83', 'type': 'block', 'children': ['84']}; {'id': '84', 'type': 'continue_statement', 'children': []}, {'id': '85', 'type': 'if_statement', 'children': ['86', '89']}; {'id': '86', 'type': 'comparison_operator', 'children': ['87', '88'], 'value': 'in'}, {'id': '87', 'type': 'identifier', 'children': [], 'value': 'tool_id'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'tool_channel'}, {'id': '89', 'type': 'block', 'children': ['90']}; {'id': '90', 'type': 'expression_statement', 'children': ['91']}, {'id': '91', 'type': 'assignment', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'tool_stream_view'}, {'id': '93', 'type': 'call', 'children': ['94', '99']}; {'id': '94', 'type': 'attribute', 'children': ['95', '98']}, {'id': '95', 'type': 'subscript', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'tool_channel'}, {'id': '97', 'type': 'identifier', 'children': [], 'value': 'tool_id'}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'window'}, {'id': '99', 'type': 'argument_list', 'children': ['100']}; {'id': '100', 'type': 'tuple', 'children': ['101', '102']}, {'id': '101', 'type': 'identifier', 'children': [], 'value': 'MIN_DATE'}; {'id': '102', 'type': 'attribute', 'children': ['103', '104']}, {'id': '103', 'type': 'identifier', 'children': [], 'value': 'tool_channel'}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'up_to_timestamp'}, {'id': '105', 'type': 'if_statement', 'children': ['106', '109']}; {'id': '106', 'type': 'comparison_operator', 'children': ['107', '108'], 'value': 'is'}, {'id': '107', 'type': 'identifier', 'children': [], 'value': 'tool_stream_view'}; {'id': '108', 'type': 'None', 'children': []}, {'id': '109', 'type': 'block', 'children': ['110']}; {'id': '110', 'type': 'raise_statement', 'children': ['111']}, {'id': '111', 'type': 'call', 'children': ['112', '113']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'ToolNotFoundError'}, {'id': '113', 'type': 'argument_list', 'children': ['114']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'tool'}, {'id': '115', 'type': 'expression_statement', 'children': ['116']}; {'id': '116', 'type': 'assignment', 'children': ['117', '118']}, {'id': '117', 'type': 'identifier', 'children': [], 'value': 'last'}; {'id': '118', 'type': 'call', 'children': ['119', '122']}, {'id': '119', 'type': 'attribute', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'tool_stream_view'}, {'id': '121', 'type': 'identifier', 'children': [], 'value': 'last'}; {'id': '122', 'type': 'argument_list', 'children': []}, {'id': '123', 'type': 'if_statement', 'children': ['124', '127']}; {'id': '124', 'type': 'comparison_operator', 'children': ['125', '126'], 'value': 'is'}, {'id': '125', 'type': 'identifier', 'children': [], 'value': 'last'}; {'id': '126', 'type': 'None', 'children': []}, {'id': '127', 'type': 'block', 'children': ['128']}; {'id': '128', 'type': 'raise_statement', 'children': ['129']}, {'id': '129', 'type': 'call', 'children': ['130', '131']}; {'id': '130', 'type': 'identifier', 'children': [], 'value': 'ToolNotFoundError'}, {'id': '131', 'type': 'argument_list', 'children': ['132']}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'tool'}, {'id': '133', 'type': 'return_statement', 'children': ['134']}; {'id': '134', 'type': 'attribute', 'children': ['135', '140']}, {'id': '135', 'type': 'call', 'children': ['136', '139']}; {'id': '136', 'type': 'attribute', 'children': ['137', '138']}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'tool_stream_view'}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'last'}, {'id': '139', 'type': 'argument_list', 'children': []}
def get_tool_class(self, tool): if isinstance(tool, string_types): tool_id = StreamId(tool) elif isinstance(tool, StreamId): tool_id = tool else: raise TypeError(tool) tool_stream_view = None if tool_id in self.tools: tool_stream_view = self.tools[tool_id].window((MIN_DATE, self.tools.up_to_timestamp)) else: for tool_channel in self.tool_channels: if tool_channel == self.tools: continue if tool_id in tool_channel: tool_stream_view = tool_channel[tool_id].window((MIN_DATE, tool_channel.up_to_timestamp)) if tool_stream_view is None: raise ToolNotFoundError(tool) last = tool_stream_view.last() if last is None: raise ToolNotFoundError(tool) return tool_stream_view.last().value
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'pmt_angles'}, {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '5', 'type': 'block', 'children': ['6', '45']}; {'id': '6', 'type': 'if_statement', 'children': ['7', '12']}, {'id': '7', 'type': 'comparison_operator', 'children': ['8', '11'], 'value': '=='}; {'id': '8', 'type': 'attribute', 'children': ['9', '10']}, {'id': '9', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': '_pmt_angles'}, {'id': '11', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '12', 'type': 'block', 'children': ['13', '33']}, {'id': '13', 'type': 'expression_statement', 'children': ['14']}; {'id': '14', 'type': 'assignment', 'children': ['15', '16']}, {'id': '15', 'type': 'identifier', 'children': [], 'value': 'mask'}; {'id': '16', 'type': 'binary_operator', 'children': ['17', '25'], 'value': '&'}, {'id': '17', 'type': 'parenthesized_expression', 'children': ['18']}; {'id': '18', 'type': 'comparison_operator', 'children': ['19', '24'], 'value': '=='}, {'id': '19', 'type': 'attribute', 'children': ['20', '23']}; {'id': '20', 'type': 'attribute', 'children': ['21', '22']}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'pmts'}, {'id': '23', 'type': 'identifier', 'children': [], 'value': 'du'}; {'id': '24', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '25', 'type': 'parenthesized_expression', 'children': ['26']}; {'id': '26', 'type': 'comparison_operator', 'children': ['27', '32'], 'value': '=='}, {'id': '27', 'type': 'attribute', 'children': ['28', '31']}; {'id': '28', 'type': 'attribute', 'children': ['29', '30']}, {'id': '29', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'pmts'}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'floor'}; {'id': '32', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '33', 'type': 'expression_statement', 'children': ['34']}; {'id': '34', 'type': 'assignment', 'children': ['35', '38']}, {'id': '35', 'type': 'attribute', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '37', 'type': 'identifier', 'children': [], 'value': '_pmt_angles'}; {'id': '38', 'type': 'subscript', 'children': ['39', '44']}, {'id': '39', 'type': 'attribute', 'children': ['40', '43']}; {'id': '40', 'type': 'attribute', 'children': ['41', '42']}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'pmts'}, {'id': '43', 'type': 'identifier', 'children': [], 'value': 'dir'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'mask'}, {'id': '45', 'type': 'return_statement', 'children': ['46']}; {'id': '46', 'type': 'attribute', 'children': ['47', '48']}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'self'}
def pmt_angles(self): if self._pmt_angles == []: mask = (self.pmts.du == 1) & (self.pmts.floor == 1) self._pmt_angles = self.pmts.dir[mask] return self._pmt_angles
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_get_point'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'profile'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'point'}, {'id': '7', 'type': 'block', 'children': ['8', '22']}; {'id': '8', 'type': 'expression_statement', 'children': ['9']}, {'id': '9', 'type': 'assignment', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'cur_points_z'}, {'id': '11', 'type': 'list_comprehension', 'children': ['12', '17']}; {'id': '12', 'type': 'attribute', 'children': ['13', '16']}, {'id': '13', 'type': 'attribute', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'p'}, {'id': '15', 'type': 'identifier', 'children': [], 'value': 'location'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'z'}, {'id': '17', 'type': 'for_in_clause', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'p'}, {'id': '19', 'type': 'attribute', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'profile'}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'elements'}; {'id': '22', 'type': 'try_statement', 'children': ['23', '41']}, {'id': '23', 'type': 'block', 'children': ['24', '35']}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}, {'id': '25', 'type': 'assignment', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'cur_idx'}, {'id': '27', 'type': 'call', 'children': ['28', '31']}; {'id': '28', 'type': 'attribute', 'children': ['29', '30']}, {'id': '29', 'type': 'identifier', 'children': [], 'value': 'cur_points_z'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'index'}, {'id': '31', 'type': 'argument_list', 'children': ['32']}; {'id': '32', 'type': 'attribute', 'children': ['33', '34']}, {'id': '33', 'type': 'identifier', 'children': [], 'value': 'point'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'z'}, {'id': '35', 'type': 'return_statement', 'children': ['36']}; {'id': '36', 'type': 'subscript', 'children': ['37', '40']}, {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'profile'}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'elements'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'cur_idx'}, {'id': '41', 'type': 'except_clause', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'ValueError'}, {'id': '43', 'type': 'block', 'children': ['44', '54', '60', '69', '77', '87']}; {'id': '44', 'type': 'expression_statement', 'children': ['45']}, {'id': '45', 'type': 'assignment', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'new_idx'}, {'id': '47', 'type': 'call', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'bisect_left'}, {'id': '49', 'type': 'argument_list', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'cur_points_z'}, {'id': '51', 'type': 'attribute', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'point'}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'z'}; {'id': '54', 'type': 'expression_statement', 'children': ['55']}, {'id': '55', 'type': 'assignment', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'new_point'}, {'id': '57', 'type': 'call', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'Point'}, {'id': '59', 'type': 'argument_list', 'children': []}; {'id': '60', 'type': 'expression_statement', 'children': ['61']}, {'id': '61', 'type': 'assignment', 'children': ['62', '65']}; {'id': '62', 'type': 'attribute', 'children': ['63', '64']}, {'id': '63', 'type': 'identifier', 'children': [], 'value': 'new_point'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'location'}, {'id': '65', 'type': 'call', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'sPoint'}, {'id': '67', 'type': 'argument_list', 'children': ['68']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'point'}, {'id': '69', 'type': 'expression_statement', 'children': ['70']}; {'id': '70', 'type': 'assignment', 'children': ['71', '74']}, {'id': '71', 'type': 'attribute', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'new_point'}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 'time'}; {'id': '74', 'type': 'attribute', 'children': ['75', '76']}, {'id': '75', 'type': 'identifier', 'children': [], 'value': 'profile'}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'time'}, {'id': '77', 'type': 'expression_statement', 'children': ['78']}; {'id': '78', 'type': 'call', 'children': ['79', '84']}, {'id': '79', 'type': 'attribute', 'children': ['80', '83']}; {'id': '80', 'type': 'attribute', 'children': ['81', '82']}, {'id': '81', 'type': 'identifier', 'children': [], 'value': 'profile'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'elements'}, {'id': '83', 'type': 'identifier', 'children': [], 'value': 'insert'}; {'id': '84', 'type': 'argument_list', 'children': ['85', '86']}, {'id': '85', 'type': 'identifier', 'children': [], 'value': 'new_idx'}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'new_point'}, {'id': '87', 'type': 'return_statement', 'children': ['88']}
def _get_point(self, profile, point): cur_points_z = [p.location.z for p in profile.elements] try: cur_idx = cur_points_z.index(point.z) return profile.elements[cur_idx] except ValueError: new_idx = bisect_left(cur_points_z, point.z) new_point = Point() new_point.location = sPoint(point) new_point.time = profile.time profile.elements.insert(new_idx, new_point) return new_point
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'metadata_sorter'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'x'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '6', 'type': 'block', 'children': ['7', '14']}, {'id': '7', 'type': 'if_statement', 'children': ['8', '11']}; {'id': '8', 'type': 'comparison_operator', 'children': ['9', '10'], 'value': '=='}, {'id': '9', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'y'}, {'id': '11', 'type': 'block', 'children': ['12']}; {'id': '12', 'type': 'return_statement', 'children': ['13']}, {'id': '13', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '14', 'type': 'if_statement', 'children': ['15', '22', '41', '49', '56']}, {'id': '15', 'type': 'boolean_operator', 'children': ['16', '19'], 'value': 'and'}; {'id': '16', 'type': 'comparison_operator', 'children': ['17', '18'], 'value': 'in'}, {'id': '17', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'METADATA_SORTER_FIRST'}, {'id': '19', 'type': 'comparison_operator', 'children': ['20', '21'], 'value': 'in'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'y'}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'METADATA_SORTER_FIRST'}; {'id': '22', 'type': 'block', 'children': ['23']}, {'id': '23', 'type': 'return_statement', 'children': ['24']}; {'id': '24', 'type': 'conditional_expression', 'children': ['25', '27', '40'], 'value': 'if'}, {'id': '25', 'type': 'unary_operator', 'children': ['26'], 'value': '-'}; {'id': '26', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '27', 'type': 'comparison_operator', 'children': ['28', '34'], 'value': '<'}; {'id': '28', 'type': 'call', 'children': ['29', '32']}, {'id': '29', 'type': 'attribute', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'METADATA_SORTER_FIRST'}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '32', 'type': 'argument_list', 'children': ['33']}, {'id': '33', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '34', 'type': 'call', 'children': ['35', '38']}, {'id': '35', 'type': 'attribute', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'METADATA_SORTER_FIRST'}, {'id': '37', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '38', 'type': 'argument_list', 'children': ['39']}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '40', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '41', 'type': 'elif_clause', 'children': ['42', '45']}; {'id': '42', 'type': 'comparison_operator', 'children': ['43', '44'], 'value': 'in'}, {'id': '43', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'METADATA_SORTER_FIRST'}, {'id': '45', 'type': 'block', 'children': ['46']}; {'id': '46', 'type': 'return_statement', 'children': ['47']}, {'id': '47', 'type': 'unary_operator', 'children': ['48'], 'value': '-'}; {'id': '48', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '49', 'type': 'elif_clause', 'children': ['50', '53']}; {'id': '50', 'type': 'comparison_operator', 'children': ['51', '52'], 'value': 'in'}, {'id': '51', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'METADATA_SORTER_FIRST'}, {'id': '53', 'type': 'block', 'children': ['54']}; {'id': '54', 'type': 'return_statement', 'children': ['55']}, {'id': '55', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '56', 'type': 'else_clause', 'children': ['57']}, {'id': '57', 'type': 'block', 'children': ['58']}; {'id': '58', 'type': 'if_statement', 'children': ['59', '72', '87', '97', '108']}, {'id': '59', 'type': 'boolean_operator', 'children': ['60', '66'], 'value': 'and'}; {'id': '60', 'type': 'call', 'children': ['61', '64']}, {'id': '61', 'type': 'attribute', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'x'}, {'id': '63', 'type': 'identifier', 'children': [], 'value': 'startswith'}; {'id': '64', 'type': 'argument_list', 'children': ['65']}, {'id': '65', 'type': 'string', 'children': [], 'value': "'_'"}; {'id': '66', 'type': 'call', 'children': ['67', '70']}, {'id': '67', 'type': 'attribute', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'y'}, {'id': '69', 'type': 'identifier', 'children': [], 'value': 'startswith'}; {'id': '70', 'type': 'argument_list', 'children': ['71']}, {'id': '71', 'type': 'string', 'children': [], 'value': "'_'"}; {'id': '72', 'type': 'block', 'children': ['73']}, {'id': '73', 'type': 'return_statement', 'children': ['74']}; {'id': '74', 'type': 'call', 'children': ['75', '76']}, {'id': '75', 'type': 'identifier', 'children': [], 'value': 'cmp'}; {'id': '76', 'type': 'argument_list', 'children': ['77', '82']}, {'id': '77', 'type': 'subscript', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'x'}, {'id': '79', 'type': 'slice', 'children': ['80', '81']}; {'id': '80', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '81', 'type': 'colon', 'children': []}; {'id': '82', 'type': 'subscript', 'children': ['83', '84']}, {'id': '83', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '84', 'type': 'slice', 'children': ['85', '86']}, {'id': '85', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '86', 'type': 'colon', 'children': []}, {'id': '87', 'type': 'elif_clause', 'children': ['88', '94']}; {'id': '88', 'type': 'call', 'children': ['89', '92']}, {'id': '89', 'type': 'attribute', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'x'}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 'startswith'}; {'id': '92', 'type': 'argument_list', 'children': ['93']}, {'id': '93', 'type': 'string', 'children': [], 'value': "'_'"}; {'id': '94', 'type': 'block', 'children': ['95']}, {'id': '95', 'type': 'return_statement', 'children': ['96']}; {'id': '96', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '97', 'type': 'elif_clause', 'children': ['98', '104']}; {'id': '98', 'type': 'call', 'children': ['99', '102']}, {'id': '99', 'type': 'attribute', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'y'}, {'id': '101', 'type': 'identifier', 'children': [], 'value': 'startswith'}; {'id': '102', 'type': 'argument_list', 'children': ['103']}, {'id': '103', 'type': 'string', 'children': [], 'value': "'_'"}; {'id': '104', 'type': 'block', 'children': ['105']}, {'id': '105', 'type': 'return_statement', 'children': ['106']}; {'id': '106', 'type': 'unary_operator', 'children': ['107'], 'value': '-'}, {'id': '107', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '108', 'type': 'else_clause', 'children': ['109']}, {'id': '109', 'type': 'block', 'children': ['110']}; {'id': '110', 'type': 'return_statement', 'children': ['111']}, {'id': '111', 'type': 'call', 'children': ['112', '113']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'cmp'}, {'id': '113', 'type': 'argument_list', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'x'}, {'id': '115', 'type': 'identifier', 'children': [], 'value': 'y'}
def metadata_sorter(x, y): if x == y: return 0 if x in METADATA_SORTER_FIRST and y in METADATA_SORTER_FIRST: return -1 if METADATA_SORTER_FIRST.index(x) < METADATA_SORTER_FIRST.index(y) else 1 elif x in METADATA_SORTER_FIRST: return -1 elif y in METADATA_SORTER_FIRST: return 1 else: if x.startswith('_') and y.startswith('_'): return cmp(x[1:], y[1:]) elif x.startswith('_'): return 1 elif y.startswith('_'): return -1 else: return cmp(x, y)
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'computeStrongestPaths'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'profile'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'pairwisePreferences'}, {'id': '7', 'type': 'block', 'children': ['8', '18', '25', '31', '43', '105', '181']}; {'id': '8', 'type': 'expression_statement', 'children': ['9']}, {'id': '9', 'type': 'assignment', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'cands'}, {'id': '11', 'type': 'call', 'children': ['12', '17']}; {'id': '12', 'type': 'attribute', 'children': ['13', '16']}, {'id': '13', 'type': 'attribute', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'profile'}, {'id': '15', 'type': 'identifier', 'children': [], 'value': 'candMap'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'keys'}, {'id': '17', 'type': 'argument_list', 'children': []}; {'id': '18', 'type': 'expression_statement', 'children': ['19']}, {'id': '19', 'type': 'assignment', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'numCands'}, {'id': '21', 'type': 'call', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '23', 'type': 'argument_list', 'children': ['24']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'cands'}, {'id': '25', 'type': 'expression_statement', 'children': ['26']}; {'id': '26', 'type': 'assignment', 'children': ['27', '28']}, {'id': '27', 'type': 'identifier', 'children': [], 'value': 'strongestPaths'}; {'id': '28', 'type': 'call', 'children': ['29', '30']}, {'id': '29', 'type': 'identifier', 'children': [], 'value': 'dict'}; {'id': '30', 'type': 'argument_list', 'children': []}, {'id': '31', 'type': 'for_statement', 'children': ['32', '33', '34']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'cand'}, {'id': '33', 'type': 'identifier', 'children': [], 'value': 'cands'}; {'id': '34', 'type': 'block', 'children': ['35']}, {'id': '35', 'type': 'expression_statement', 'children': ['36']}; {'id': '36', 'type': 'assignment', 'children': ['37', '40']}, {'id': '37', 'type': 'subscript', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'strongestPaths'}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'cand'}; {'id': '40', 'type': 'call', 'children': ['41', '42']}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'dict'}; {'id': '42', 'type': 'argument_list', 'children': []}, {'id': '43', 'type': 'for_statement', 'children': ['44', '45', '52']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'i'}, {'id': '45', 'type': 'call', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'range'}, {'id': '47', 'type': 'argument_list', 'children': ['48', '49']}; 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{'id': '176', 'type': 'subscript', 'children': ['177', '180']}, {'id': '177', 'type': 'subscript', 'children': ['178', '179']}; {'id': '178', 'type': 'identifier', 'children': [], 'value': 'strongestPaths'}, {'id': '179', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'k'}, {'id': '181', 'type': 'return_statement', 'children': ['182']}
def computeStrongestPaths(self, profile, pairwisePreferences): cands = profile.candMap.keys() numCands = len(cands) strongestPaths = dict() for cand in cands: strongestPaths[cand] = dict() for i in range(1, numCands + 1): for j in range(1, numCands + 1): if (i == j): continue if pairwisePreferences[i][j] > pairwisePreferences[j][i]: strongestPaths[i][j] = pairwisePreferences[i][j] else: strongestPaths[i][j] = 0 for i in range(1, numCands + 1): for j in range(1, numCands + 1): if (i == j): continue for k in range(1, numCands + 1): if (i == k or j == k): continue strongestPaths[j][k] = max(strongestPaths[j][k], min(strongestPaths[j][i], strongestPaths[i][k])) return strongestPaths
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{'id': '158', 'type': 'attribute', 'children': ['159', '160']}, {'id': '159', 'type': 'identifier', 'children': [], 'value': 'preference'}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'count'}, {'id': '161', 'type': 'elif_clause', 'children': ['162', '170']}; {'id': '162', 'type': 'comparison_operator', 'children': ['163', '168'], 'value': '=='}, {'id': '163', 'type': 'subscript', 'children': ['164', '167']}; {'id': '164', 'type': 'subscript', 'children': ['165', '166']}, {'id': '165', 'type': 'identifier', 'children': [], 'value': 'wmgMap'}; {'id': '166', 'type': 'identifier', 'children': [], 'value': 'cand1'}, {'id': '167', 'type': 'identifier', 'children': [], 'value': 'cand2'}; {'id': '168', 'type': 'unary_operator', 'children': ['169'], 'value': '-'}, {'id': '169', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '170', 'type': 'block', 'children': ['171']}, {'id': '171', 'type': 'expression_statement', 'children': ['172']}; {'id': '172', 'type': 'augmented_assignment', 'children': ['173', '178'], 'value': '+='}, {'id': '173', 'type': 'subscript', 'children': ['174', '177']}; {'id': '174', 'type': 'subscript', 'children': ['175', '176']}, {'id': '175', 'type': 'identifier', 'children': [], 'value': 'pairwisePreferences'}; {'id': '176', 'type': 'identifier', 'children': [], 'value': 'cand2'}, {'id': '177', 'type': 'identifier', 'children': [], 'value': 'cand1'}; {'id': '178', 'type': 'binary_operator', 'children': ['179', '180'], 'value': '*'}, {'id': '179', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '180', 'type': 'attribute', 'children': ['181', '182']}, {'id': '181', 'type': 'identifier', 'children': [], 'value': 'preference'}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'count'}, {'id': '183', 'type': 'return_statement', 'children': ['184']}
def computePairwisePreferences(self, profile): cands = profile.candMap.keys() pairwisePreferences = dict() for cand in cands: pairwisePreferences[cand] = dict() for cand1 in cands: for cand2 in cands: if cand1 != cand2: pairwisePreferences[cand1][cand2] = 0 for preference in profile.preferences: wmgMap = preference.wmgMap for cand1, cand2 in itertools.combinations(cands, 2): if cand1 not in wmgMap.keys(): if cand2 in wmgMap.keys(): pairwisePreferences[cand2][cand1] += 1 * preference.count elif cand2 not in wmgMap.keys(): if cand1 in wmgMap.keys(): pairwisePreferences[cand1][cand2] += 1 * preference.count elif wmgMap[cand1][cand2] == 1: pairwisePreferences[cand1][cand2] += 1 * preference.count elif wmgMap[cand1][cand2] == -1: pairwisePreferences[cand2][cand1] += 1 * preference.count return pairwisePreferences
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{'id': '48', 'type': 'identifier', 'children': [], 'value': 'm'}, {'id': '49', 'type': 'else_clause', 'children': ['50']}; {'id': '50', 'type': 'block', 'children': ['51']}, {'id': '51', 'type': 'expression_statement', 'children': ['52']}; {'id': '52', 'type': 'assignment', 'children': ['53', '54']}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'startstate'}; {'id': '54', 'type': 'call', 'children': ['55', '56']}, {'id': '55', 'type': 'identifier', 'children': [], 'value': 'set'}; {'id': '56', 'type': 'argument_list', 'children': ['57']}, {'id': '57', 'type': 'call', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'range'}, {'id': '59', 'type': 'argument_list', 'children': ['60', '61']}; {'id': '60', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '61', 'type': 'binary_operator', 'children': ['62', '63'], 'value': '+'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'm'}, {'id': '63', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '64', 'type': 'expression_statement', 'children': ['65']}, {'id': '65', 'type': 'assignment', 'children': ['66', '69']}; {'id': '66', 'type': 'pattern_list', 'children': ['67', '68']}, {'id': '67', 'type': 'identifier', 'children': [], 'value': 'ordering'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'startstate'}, {'id': '69', 'type': 'call', 'children': ['70', '73']}; {'id': '70', 'type': 'attribute', 'children': ['71', '72']}, {'id': '71', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'preprocessing'}, {'id': '73', 'type': 'argument_list', 'children': ['74', '75', '76', '77']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'ordering'}, {'id': '75', 'type': 'identifier', 'children': [], 'value': 'prefcounts'}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'm'}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'startstate'}; {'id': '78', 'type': 'expression_statement', 'children': ['79']}, {'id': '79', 'type': 'assignment', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'm_star'}, {'id': '81', 'type': 'call', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '83', 'type': 'argument_list', 'children': ['84']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'startstate'}, {'id': '85', 'type': 'expression_statement', 'children': ['86']}; {'id': '86', 'type': 'assignment', 'children': ['87', '88']}, {'id': '87', 'type': 'identifier', 'children': [], 'value': 'known_winners'}; {'id': '88', 'type': 'call', 'children': ['89', '90']}, {'id': '89', 'type': 'identifier', 'children': [], 'value': 'set'}; {'id': '90', 'type': 'argument_list', 'children': []}, {'id': '91', 'type': 'expression_statement', 'children': ['92']}; {'id': '92', 'type': 'assignment', 'children': ['93', '94']}, {'id': '93', 'type': 'identifier', 'children': [], 'value': 'hashtable2'}; {'id': '94', 'type': 'call', 'children': ['95', '96']}, {'id': '95', 'type': 'identifier', 'children': [], 'value': 'set'}; 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{'id': '112', 'type': 'attribute', 'children': ['113', '114']}, {'id': '113', 'type': 'identifier', 'children': [], 'value': 'stackNode'}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '115', 'type': 'argument_list', 'children': ['116']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'root'}, {'id': '117', 'type': 'while_statement', 'children': ['118', '119']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'stackNode'}, {'id': '119', 'type': 'block', 'children': ['120', '128', '138', '168', '174', '186', '197']}; {'id': '120', 'type': 'expression_statement', 'children': ['121']}, {'id': '121', 'type': 'assignment', 'children': ['122', '123']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'node'}, {'id': '123', 'type': 'call', 'children': ['124', '127']}; {'id': '124', 'type': 'attribute', 'children': ['125', '126']}, {'id': '125', 'type': 'identifier', 'children': [], 'value': 'stackNode'}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'pop'}, {'id': '127', 'type': 'argument_list', 'children': []}; 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{'id': '176', 'type': 'identifier', 'children': [], 'value': 'plural_score'}, {'id': '177', 'type': 'call', 'children': ['178', '181']}; {'id': '178', 'type': 'attribute', 'children': ['179', '180']}, {'id': '179', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'get_plurality_scores3'}, {'id': '181', 'type': 'argument_list', 'children': ['182', '183', '184', '185']}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'prefcounts'}, {'id': '183', 'type': 'identifier', 'children': [], 'value': 'ordering'}; {'id': '184', 'type': 'identifier', 'children': [], 'value': 'state'}, {'id': '185', 'type': 'identifier', 'children': [], 'value': 'm_star'}; {'id': '186', 'type': 'expression_statement', 'children': ['187']}, {'id': '187', 'type': 'assignment', 'children': ['188', '189']}; {'id': '188', 'type': 'identifier', 'children': [], 'value': 'minscore'}, {'id': '189', 'type': 'call', 'children': ['190', '191']}; {'id': '190', 'type': 'identifier', 'children': [], 'value': 'min'}, {'id': '191', 'type': 'argument_list', 'children': ['192']}; {'id': '192', 'type': 'call', 'children': ['193', '196']}, {'id': '193', 'type': 'attribute', 'children': ['194', '195']}; {'id': '194', 'type': 'identifier', 'children': [], 'value': 'plural_score'}, {'id': '195', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '196', 'type': 'argument_list', 'children': []}, {'id': '197', 'type': 'for_statement', 'children': ['198', '199', '200']}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'to_be_deleted'}, {'id': '199', 'type': 'identifier', 'children': [], 'value': 'state'}; {'id': '200', 'type': 'block', 'children': ['201']}, {'id': '201', 'type': 'if_statement', 'children': ['202', '207']}; {'id': '202', 'type': 'comparison_operator', 'children': ['203', '206'], 'value': '=='}, {'id': '203', 'type': 'subscript', 'children': ['204', '205']}; {'id': '204', 'type': 'identifier', 'children': [], 'value': 'plural_score'}, {'id': '205', 'type': 'identifier', 'children': [], 'value': 'to_be_deleted'}; {'id': '206', 'type': 'identifier', 'children': [], 'value': 'minscore'}, {'id': '207', 'type': 'block', 'children': ['208', '216', '223', '233']}; 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{'id': '240', 'type': 'block', 'children': ['241', '248', '257']}, {'id': '241', 'type': 'expression_statement', 'children': ['242']}; {'id': '242', 'type': 'call', 'children': ['243', '246']}, {'id': '243', 'type': 'attribute', 'children': ['244', '245']}; {'id': '244', 'type': 'identifier', 'children': [], 'value': 'hashtable2'}, {'id': '245', 'type': 'identifier', 'children': [], 'value': 'add'}; {'id': '246', 'type': 'argument_list', 'children': ['247']}, {'id': '247', 'type': 'identifier', 'children': [], 'value': 'tpc'}; {'id': '248', 'type': 'expression_statement', 'children': ['249']}, {'id': '249', 'type': 'assignment', 'children': ['250', '251']}; {'id': '250', 'type': 'identifier', 'children': [], 'value': 'child_node'}, {'id': '251', 'type': 'call', 'children': ['252', '253']}; {'id': '252', 'type': 'identifier', 'children': [], 'value': 'Node'}, {'id': '253', 'type': 'argument_list', 'children': ['254']}; {'id': '254', 'type': 'keyword_argument', 'children': ['255', '256']}, {'id': '255', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '256', 'type': 'identifier', 'children': [], 'value': 'child_state'}, {'id': '257', 'type': 'expression_statement', 'children': ['258']}; {'id': '258', 'type': 'call', 'children': ['259', '262']}, {'id': '259', 'type': 'attribute', 'children': ['260', '261']}; {'id': '260', 'type': 'identifier', 'children': [], 'value': 'stackNode'}, {'id': '261', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '262', 'type': 'argument_list', 'children': ['263']}, {'id': '263', 'type': 'identifier', 'children': [], 'value': 'child_node'}; {'id': '264', 'type': 'return_statement', 'children': ['265']}, {'id': '265', 'type': 'call', 'children': ['266', '267']}; {'id': '266', 'type': 'identifier', 'children': [], 'value': 'sorted'}, {'id': '267', 'type': 'argument_list', 'children': ['268']}
def STVsocwinners(self, profile): ordering = profile.getOrderVectors() prefcounts = profile.getPreferenceCounts() m = profile.numCands if min(ordering[0]) == 0: startstate = set(range(m)) else: startstate = set(range(1, m + 1)) ordering, startstate = self.preprocessing(ordering, prefcounts, m, startstate) m_star = len(startstate) known_winners = set() hashtable2 = set() root = Node(value=startstate) stackNode = [] stackNode.append(root) while stackNode: node = stackNode.pop() state = node.value.copy() if len(state) == 1 and list(state)[0] not in known_winners: known_winners.add(list(state)[0]) continue if state <= known_winners: continue plural_score = self.get_plurality_scores3(prefcounts, ordering, state, m_star) minscore = min(plural_score.values()) for to_be_deleted in state: if plural_score[to_be_deleted] == minscore: child_state = state.copy() child_state.remove(to_be_deleted) tpc = tuple(sorted(child_state)) if tpc in hashtable2: continue else: hashtable2.add(tpc) child_node = Node(value=child_state) stackNode.append(child_node) return sorted(known_winners)
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'baldwinsoc_winners'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'profile'}; {'id': '6', 'type': 'block', 'children': ['7', '15', '21', '29', '64', '78', '84', '90', '99', '103', '110', '283']}, {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}, {'id': '9', 'type': 'identifier', 'children': [], 'value': 'ordering'}; {'id': '10', 'type': 'call', 'children': ['11', '14']}, {'id': '11', 'type': 'attribute', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'profile'}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'getOrderVectors'}; {'id': '14', 'type': 'argument_list', 'children': []}, {'id': '15', 'type': 'expression_statement', 'children': ['16']}; 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{'id': '32', 'type': 'identifier', 'children': [], 'value': 'min'}, {'id': '33', 'type': 'argument_list', 'children': ['34']}; {'id': '34', 'type': 'subscript', 'children': ['35', '36']}, {'id': '35', 'type': 'identifier', 'children': [], 'value': 'ordering'}; {'id': '36', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '37', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '38', 'type': 'block', 'children': ['39']}, {'id': '39', 'type': 'expression_statement', 'children': ['40']}; {'id': '40', 'type': 'assignment', 'children': ['41', '42']}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'startstate'}; {'id': '42', 'type': 'call', 'children': ['43', '44']}, {'id': '43', 'type': 'identifier', 'children': [], 'value': 'set'}; {'id': '44', 'type': 'argument_list', 'children': ['45']}, {'id': '45', 'type': 'call', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'range'}, {'id': '47', 'type': 'argument_list', 'children': ['48']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'm'}, {'id': '49', 'type': 'else_clause', 'children': ['50']}; {'id': '50', 'type': 'block', 'children': ['51']}, {'id': '51', 'type': 'expression_statement', 'children': ['52']}; {'id': '52', 'type': 'assignment', 'children': ['53', '54']}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'startstate'}; {'id': '54', 'type': 'call', 'children': ['55', '56']}, {'id': '55', 'type': 'identifier', 'children': [], 'value': 'set'}; {'id': '56', 'type': 'argument_list', 'children': ['57']}, {'id': '57', 'type': 'call', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'range'}, {'id': '59', 'type': 'argument_list', 'children': ['60', '61']}; {'id': '60', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '61', 'type': 'binary_operator', 'children': ['62', '63'], 'value': '+'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'm'}, {'id': '63', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '64', 'type': 'expression_statement', 'children': ['65']}, {'id': '65', 'type': 'assignment', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'wmg'}, {'id': '67', 'type': 'call', 'children': ['68', '71']}; {'id': '68', 'type': 'attribute', 'children': ['69', '70']}, {'id': '69', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'getWmg2'}, {'id': '71', 'type': 'argument_list', 'children': ['72', '73', '74', '75']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'prefcounts'}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 'ordering'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'startstate'}, {'id': '75', 'type': 'keyword_argument', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'normalize'}, {'id': '77', 'type': 'False', 'children': []}; {'id': '78', 'type': 'expression_statement', 'children': ['79']}, {'id': '79', 'type': 'assignment', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'known_winners'}, {'id': '81', 'type': 'call', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'set'}, {'id': '83', 'type': 'argument_list', 'children': []}; {'id': '84', 'type': 'expression_statement', 'children': ['85']}, {'id': '85', 'type': 'assignment', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'hashtable2'}, {'id': '87', 'type': 'call', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'set'}, {'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': 'root'}, {'id': '93', 'type': 'call', 'children': ['94', '95']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'Node'}, {'id': '95', 'type': 'argument_list', 'children': ['96']}; {'id': '96', 'type': 'keyword_argument', 'children': ['97', '98']}, {'id': '97', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'startstate'}, {'id': '99', 'type': 'expression_statement', 'children': ['100']}; {'id': '100', 'type': 'assignment', 'children': ['101', '102']}, {'id': '101', 'type': 'identifier', 'children': [], 'value': 'stackNode'}; {'id': '102', 'type': 'list', 'children': [], 'value': '[]'}, {'id': '103', 'type': 'expression_statement', 'children': ['104']}; {'id': '104', 'type': 'call', 'children': ['105', '108']}, {'id': '105', 'type': 'attribute', 'children': ['106', '107']}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'stackNode'}, {'id': '107', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '108', 'type': 'argument_list', 'children': ['109']}, {'id': '109', 'type': 'identifier', 'children': [], 'value': 'root'}; {'id': '110', 'type': 'while_statement', 'children': ['111', '112']}, {'id': '111', 'type': 'identifier', 'children': [], 'value': 'stackNode'}; 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{'id': '128', 'type': 'identifier', 'children': [], 'value': 'value'}, {'id': '129', 'type': 'identifier', 'children': [], 'value': 'copy'}; {'id': '130', 'type': 'argument_list', 'children': []}, {'id': '131', 'type': 'if_statement', 'children': ['132', '147']}; {'id': '132', 'type': 'boolean_operator', 'children': ['133', '139'], 'value': 'and'}, {'id': '133', 'type': 'comparison_operator', 'children': ['134', '138'], 'value': '=='}; {'id': '134', 'type': 'call', 'children': ['135', '136']}, {'id': '135', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '136', 'type': 'argument_list', 'children': ['137']}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'state'}; {'id': '138', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '139', 'type': 'comparison_operator', 'children': ['140', '146'], 'value': 'not'}; {'id': '140', 'type': 'subscript', 'children': ['141', '145']}, {'id': '141', 'type': 'call', 'children': ['142', '143']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'list'}, {'id': '143', 'type': 'argument_list', 'children': ['144']}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'state'}, {'id': '145', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'known_winners'}, {'id': '147', 'type': 'block', 'children': ['148', '160']}; {'id': '148', 'type': 'expression_statement', 'children': ['149']}, {'id': '149', 'type': 'call', 'children': ['150', '153']}; {'id': '150', 'type': 'attribute', 'children': ['151', '152']}, {'id': '151', 'type': 'identifier', 'children': [], 'value': 'known_winners'}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'add'}, {'id': '153', 'type': 'argument_list', 'children': ['154']}; {'id': '154', 'type': 'subscript', 'children': ['155', '159']}, {'id': '155', 'type': 'call', 'children': ['156', '157']}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'list'}, {'id': '157', 'type': 'argument_list', 'children': ['158']}; {'id': '158', 'type': 'identifier', 'children': [], 'value': 'state'}, {'id': '159', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '160', 'type': 'continue_statement', 'children': []}, {'id': '161', 'type': 'if_statement', 'children': ['162', '165']}; {'id': '162', 'type': 'comparison_operator', 'children': ['163', '164'], 'value': '<='}, {'id': '163', 'type': 'identifier', 'children': [], 'value': 'state'}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'known_winners'}, {'id': '165', 'type': 'block', 'children': ['166']}; {'id': '166', 'type': 'continue_statement', 'children': []}, {'id': '167', 'type': 'expression_statement', 'children': ['168']}; {'id': '168', 'type': 'assignment', 'children': ['169', '170']}, {'id': '169', 'type': 'identifier', 'children': [], 'value': 'plural_score'}; {'id': '170', 'type': 'call', 'children': ['171', '172']}, {'id': '171', 'type': 'identifier', 'children': [], 'value': 'dict'}; {'id': '172', 'type': 'argument_list', 'children': []}, {'id': '173', 'type': 'for_statement', 'children': ['174', '175', '176']}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'cand'}, {'id': '175', 'type': 'identifier', 'children': [], 'value': 'state'}; {'id': '176', 'type': 'block', 'children': ['177']}, {'id': '177', 'type': 'expression_statement', 'children': ['178']}; {'id': '178', 'type': 'assignment', 'children': ['179', '182']}, {'id': '179', 'type': 'subscript', 'children': ['180', '181']}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'plural_score'}, {'id': '181', 'type': 'identifier', 'children': [], 'value': 'cand'}; {'id': '182', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '183', 'type': 'for_statement', 'children': ['184', '187', '194']}; {'id': '184', 'type': 'pattern_list', 'children': ['185', '186']}, {'id': '185', 'type': 'identifier', 'children': [], 'value': 'cand1'}; {'id': '186', 'type': 'identifier', 'children': [], 'value': 'cand2'}, {'id': '187', 'type': 'call', 'children': ['188', '191']}; {'id': '188', 'type': 'attribute', 'children': ['189', '190']}, {'id': '189', 'type': 'identifier', 'children': [], 'value': 'itertools'}; {'id': '190', 'type': 'identifier', 'children': [], 'value': 'permutations'}, {'id': '191', 'type': 'argument_list', 'children': ['192', '193']}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'state'}, {'id': '193', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '194', 'type': 'block', 'children': ['195']}, {'id': '195', 'type': 'expression_statement', 'children': ['196']}; {'id': '196', 'type': 'augmented_assignment', 'children': ['197', '200'], 'value': '+='}, {'id': '197', 'type': 'subscript', 'children': ['198', '199']}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'plural_score'}, {'id': '199', 'type': 'identifier', 'children': [], 'value': 'cand1'}; {'id': '200', 'type': 'subscript', 'children': ['201', '204']}, {'id': '201', 'type': 'subscript', 'children': ['202', '203']}; {'id': '202', 'type': 'identifier', 'children': [], 'value': 'wmg'}, {'id': '203', 'type': 'identifier', 'children': [], 'value': 'cand1'}; {'id': '204', 'type': 'identifier', 'children': [], 'value': 'cand2'}, {'id': '205', 'type': 'expression_statement', 'children': ['206']}; {'id': '206', 'type': 'assignment', 'children': ['207', '208']}, {'id': '207', 'type': 'identifier', 'children': [], 'value': 'minscore'}; {'id': '208', 'type': 'call', 'children': ['209', '210']}, {'id': '209', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '210', 'type': 'argument_list', 'children': ['211']}, {'id': '211', 'type': 'call', 'children': ['212', '215']}; {'id': '212', 'type': 'attribute', 'children': ['213', '214']}, {'id': '213', 'type': 'identifier', 'children': [], 'value': 'plural_score'}; {'id': '214', 'type': 'identifier', 'children': [], 'value': 'values'}, {'id': '215', 'type': 'argument_list', 'children': []}; {'id': '216', 'type': 'for_statement', 'children': ['217', '218', '219']}, {'id': '217', 'type': 'identifier', 'children': [], 'value': 'to_be_deleted'}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'state'}, {'id': '219', 'type': 'block', 'children': ['220']}; {'id': '220', 'type': 'if_statement', 'children': ['221', '226']}, {'id': '221', 'type': 'comparison_operator', 'children': ['222', '225'], 'value': '=='}; {'id': '222', 'type': 'subscript', 'children': ['223', '224']}, {'id': '223', 'type': 'identifier', 'children': [], 'value': 'plural_score'}; {'id': '224', 'type': 'identifier', 'children': [], 'value': 'to_be_deleted'}, {'id': '225', 'type': 'identifier', 'children': [], 'value': 'minscore'}; {'id': '226', 'type': 'block', 'children': ['227', '235', '242', '252']}, {'id': '227', 'type': 'expression_statement', 'children': ['228']}; {'id': '228', 'type': 'assignment', 'children': ['229', '230']}, {'id': '229', 'type': 'identifier', 'children': [], 'value': 'child_state'}; {'id': '230', 'type': 'call', 'children': ['231', '234']}, {'id': '231', 'type': 'attribute', 'children': ['232', '233']}; {'id': '232', 'type': 'identifier', 'children': [], 'value': 'state'}, {'id': '233', 'type': 'identifier', 'children': [], 'value': 'copy'}; {'id': '234', 'type': 'argument_list', 'children': []}, {'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': 'child_state'}, {'id': '239', 'type': 'identifier', 'children': [], 'value': 'remove'}; 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{'id': '256', 'type': 'block', 'children': ['257']}, {'id': '257', 'type': 'continue_statement', 'children': []}; {'id': '258', 'type': 'else_clause', 'children': ['259']}, {'id': '259', 'type': 'block', 'children': ['260', '267', '276']}; {'id': '260', 'type': 'expression_statement', 'children': ['261']}, {'id': '261', 'type': 'call', 'children': ['262', '265']}; {'id': '262', 'type': 'attribute', 'children': ['263', '264']}, {'id': '263', 'type': 'identifier', 'children': [], 'value': 'hashtable2'}; {'id': '264', 'type': 'identifier', 'children': [], 'value': 'add'}, {'id': '265', 'type': 'argument_list', 'children': ['266']}; {'id': '266', 'type': 'identifier', 'children': [], 'value': 'tpc'}, {'id': '267', 'type': 'expression_statement', 'children': ['268']}; {'id': '268', 'type': 'assignment', 'children': ['269', '270']}, {'id': '269', 'type': 'identifier', 'children': [], 'value': 'child_node'}; {'id': '270', 'type': 'call', 'children': ['271', '272']}, {'id': '271', 'type': 'identifier', 'children': [], 'value': 'Node'}; {'id': '272', 'type': 'argument_list', 'children': ['273']}, {'id': '273', 'type': 'keyword_argument', 'children': ['274', '275']}; {'id': '274', 'type': 'identifier', 'children': [], 'value': 'value'}, {'id': '275', 'type': 'identifier', 'children': [], 'value': 'child_state'}; {'id': '276', 'type': 'expression_statement', 'children': ['277']}, {'id': '277', 'type': 'call', 'children': ['278', '281']}; {'id': '278', 'type': 'attribute', 'children': ['279', '280']}, {'id': '279', 'type': 'identifier', 'children': [], 'value': 'stackNode'}; {'id': '280', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '281', 'type': 'argument_list', 'children': ['282']}; {'id': '282', 'type': 'identifier', 'children': [], 'value': 'child_node'}, {'id': '283', 'type': 'return_statement', 'children': ['284']}; {'id': '284', 'type': 'call', 'children': ['285', '286']}, {'id': '285', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '286', 'type': 'argument_list', 'children': ['287']}, {'id': '287', 'type': 'identifier', 'children': [], 'value': 'known_winners'}
def baldwinsoc_winners(self, profile): ordering = profile.getOrderVectors() m = profile.numCands prefcounts = profile.getPreferenceCounts() if min(ordering[0]) == 0: startstate = set(range(m)) else: startstate = set(range(1, m + 1)) wmg = self.getWmg2(prefcounts, ordering, startstate, normalize=False) known_winners = set() hashtable2 = set() root = Node(value=startstate) stackNode = [] stackNode.append(root) while stackNode: node = stackNode.pop() state = node.value.copy() if len(state) == 1 and list(state)[0] not in known_winners: known_winners.add(list(state)[0]) continue if state <= known_winners: continue plural_score = dict() for cand in state: plural_score[cand] = 0 for cand1, cand2 in itertools.permutations(state, 2): plural_score[cand1] += wmg[cand1][cand2] minscore = min(plural_score.values()) for to_be_deleted in state: if plural_score[to_be_deleted] == minscore: child_state = state.copy() child_state.remove(to_be_deleted) tpc = tuple(sorted(child_state)) if tpc in hashtable2: continue else: hashtable2.add(tpc) child_node = Node(value=child_state) stackNode.append(child_node) return sorted(known_winners)
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'getWmg2'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '8']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'prefcounts'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'ordering'}, {'id': '7', 'type': 'identifier', 'children': [], 'value': 'state'}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}, {'id': '9', 'type': 'identifier', 'children': [], 'value': 'normalize'}; {'id': '10', 'type': 'False', 'children': []}, {'id': '11', 'type': 'block', 'children': ['12', '18', '30', '58', '93', '165']}; {'id': '12', 'type': 'expression_statement', 'children': ['13']}, {'id': '13', 'type': 'assignment', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'wmgMap'}, {'id': '15', 'type': 'call', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'dict'}, {'id': '17', 'type': 'argument_list', 'children': []}; {'id': '18', 'type': 'for_statement', 'children': ['19', '20', '21']}, {'id': '19', 'type': 'identifier', 'children': [], 'value': 'cand'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'state'}, {'id': '21', 'type': 'block', 'children': ['22']}; {'id': '22', 'type': 'expression_statement', 'children': ['23']}, {'id': '23', 'type': 'assignment', 'children': ['24', '27']}; {'id': '24', 'type': 'subscript', 'children': ['25', '26']}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 'wmgMap'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'cand'}, {'id': '27', 'type': 'call', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'dict'}, {'id': '29', 'type': 'argument_list', 'children': []}; {'id': '30', 'type': 'for_statement', 'children': ['31', '34', '41']}, {'id': '31', 'type': 'pattern_list', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'cand1'}, {'id': '33', 'type': 'identifier', 'children': [], 'value': 'cand2'}; {'id': '34', 'type': 'call', 'children': ['35', '38']}, {'id': '35', 'type': 'attribute', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'itertools'}, {'id': '37', 'type': 'identifier', 'children': [], 'value': 'combinations'}; {'id': '38', 'type': 'argument_list', 'children': ['39', '40']}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'state'}; {'id': '40', 'type': 'integer', 'children': [], 'value': '2'}, {'id': '41', 'type': 'block', 'children': ['42', '50']}; {'id': '42', 'type': 'expression_statement', 'children': ['43']}, {'id': '43', 'type': 'assignment', 'children': ['44', '49']}; {'id': '44', 'type': 'subscript', 'children': ['45', '48']}, {'id': '45', 'type': 'subscript', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'wmgMap'}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'cand1'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'cand2'}, {'id': '49', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '50', 'type': 'expression_statement', 'children': ['51']}, {'id': '51', 'type': 'assignment', 'children': ['52', '57']}; {'id': '52', 'type': 'subscript', 'children': ['53', '56']}, {'id': '53', 'type': 'subscript', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'wmgMap'}, {'id': '55', 'type': 'identifier', 'children': [], 'value': 'cand2'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'cand1'}, {'id': '57', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '58', 'type': 'for_statement', 'children': ['59', '60', '68']}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '60', 'type': 'call', 'children': ['61', '62']}, {'id': '61', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '62', 'type': 'argument_list', 'children': ['63', '64']}, {'id': '63', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '64', 'type': 'call', 'children': ['65', '66']}, {'id': '65', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '66', 'type': 'argument_list', 'children': ['67']}, {'id': '67', 'type': 'identifier', 'children': [], 'value': 'prefcounts'}; {'id': '68', 'type': 'block', 'children': ['69']}, {'id': '69', 'type': 'for_statement', 'children': ['70', '73', '82']}; {'id': '70', 'type': 'pattern_list', 'children': ['71', '72']}, {'id': '71', 'type': 'identifier', 'children': [], 'value': 'cand1'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'cand2'}, {'id': '73', 'type': 'call', 'children': ['74', '77']}; {'id': '74', 'type': 'attribute', 'children': ['75', '76']}, {'id': '75', 'type': 'identifier', 'children': [], 'value': 'itertools'}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'combinations'}, {'id': '77', 'type': 'argument_list', 'children': ['78', '81']}; {'id': '78', 'type': 'subscript', 'children': ['79', '80']}, {'id': '79', 'type': 'identifier', 'children': [], 'value': 'ordering'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'i'}, {'id': '81', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '82', 'type': 'block', 'children': ['83']}, {'id': '83', 'type': 'expression_statement', 'children': ['84']}; {'id': '84', 'type': 'augmented_assignment', 'children': ['85', '90'], 'value': '+='}, {'id': '85', 'type': 'subscript', 'children': ['86', '89']}; {'id': '86', 'type': 'subscript', 'children': ['87', '88']}, {'id': '87', 'type': 'identifier', 'children': [], 'value': 'wmgMap'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'cand1'}, {'id': '89', 'type': 'identifier', 'children': [], 'value': 'cand2'}; {'id': '90', 'type': 'subscript', 'children': ['91', '92']}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 'prefcounts'}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'i'}, {'id': '93', 'type': 'if_statement', 'children': ['94', '97']}; {'id': '94', 'type': 'comparison_operator', 'children': ['95', '96'], 'value': '=='}, {'id': '95', 'type': 'identifier', 'children': [], 'value': 'normalize'}; {'id': '96', 'type': 'True', 'children': []}, {'id': '97', 'type': 'block', 'children': ['98', '105', '130']}; {'id': '98', 'type': 'expression_statement', 'children': ['99']}, {'id': '99', 'type': 'assignment', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'maxEdge'}, {'id': '101', 'type': 'call', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'float'}, {'id': '103', 'type': 'argument_list', 'children': ['104']}; {'id': '104', 'type': 'string', 'children': [], 'value': "'-inf'"}, {'id': '105', 'type': 'for_statement', 'children': ['106', '107', '112']}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'cand'}, {'id': '107', 'type': 'call', 'children': ['108', '111']}; {'id': '108', 'type': 'attribute', 'children': ['109', '110']}, {'id': '109', 'type': 'identifier', 'children': [], 'value': 'wmgMap'}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'keys'}, {'id': '111', 'type': 'argument_list', 'children': []}; {'id': '112', 'type': 'block', 'children': ['113']}, {'id': '113', 'type': 'expression_statement', 'children': ['114']}; {'id': '114', 'type': 'assignment', 'children': ['115', '116']}, {'id': '115', 'type': 'identifier', 'children': [], 'value': 'maxEdge'}; {'id': '116', 'type': 'call', 'children': ['117', '118']}, {'id': '117', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '118', 'type': 'argument_list', 'children': ['119', '120']}, {'id': '119', 'type': 'identifier', 'children': [], 'value': 'maxEdge'}; {'id': '120', 'type': 'call', 'children': ['121', '122']}, {'id': '121', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '122', 'type': 'argument_list', 'children': ['123']}, {'id': '123', 'type': 'call', 'children': ['124', '129']}; {'id': '124', 'type': 'attribute', 'children': ['125', '128']}, {'id': '125', 'type': 'subscript', 'children': ['126', '127']}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'wmgMap'}, {'id': '127', 'type': 'identifier', 'children': [], 'value': 'cand'}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'values'}, {'id': '129', 'type': 'argument_list', 'children': []}; {'id': '130', 'type': 'for_statement', 'children': ['131', '132', '137']}, {'id': '131', 'type': 'identifier', 'children': [], 'value': 'cand1'}; {'id': '132', 'type': 'call', 'children': ['133', '136']}, {'id': '133', 'type': 'attribute', 'children': ['134', '135']}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'wmgMap'}, {'id': '135', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '136', 'type': 'argument_list', 'children': []}, {'id': '137', 'type': 'block', 'children': ['138']}; {'id': '138', 'type': 'for_statement', 'children': ['139', '140', '147']}, {'id': '139', 'type': 'identifier', 'children': [], 'value': 'cand2'}; {'id': '140', 'type': 'call', 'children': ['141', '146']}, {'id': '141', 'type': 'attribute', 'children': ['142', '145']}; {'id': '142', 'type': 'subscript', 'children': ['143', '144']}, {'id': '143', 'type': 'identifier', 'children': [], 'value': 'wmgMap'}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'cand1'}, {'id': '145', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '146', 'type': 'argument_list', 'children': []}, {'id': '147', 'type': 'block', 'children': ['148']}; {'id': '148', 'type': 'expression_statement', 'children': ['149']}, {'id': '149', 'type': 'assignment', 'children': ['150', '155']}; {'id': '150', 'type': 'subscript', 'children': ['151', '154']}, {'id': '151', 'type': 'subscript', 'children': ['152', '153']}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'wmgMap'}, {'id': '153', 'type': 'identifier', 'children': [], 'value': 'cand1'}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'cand2'}, {'id': '155', 'type': 'binary_operator', 'children': ['156', '164'], 'value': '/'}; {'id': '156', 'type': 'call', 'children': ['157', '158']}, {'id': '157', 'type': 'identifier', 'children': [], 'value': 'float'}; {'id': '158', 'type': 'argument_list', 'children': ['159']}, {'id': '159', 'type': 'subscript', 'children': ['160', '163']}; {'id': '160', 'type': 'subscript', 'children': ['161', '162']}, {'id': '161', 'type': 'identifier', 'children': [], 'value': 'wmgMap'}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'cand1'}, {'id': '163', 'type': 'identifier', 'children': [], 'value': 'cand2'}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'maxEdge'}, {'id': '165', 'type': 'return_statement', 'children': ['166']}
def getWmg2(self, prefcounts, ordering, state, normalize=False): wmgMap = dict() for cand in state: wmgMap[cand] = dict() for cand1, cand2 in itertools.combinations(state, 2): wmgMap[cand1][cand2] = 0 wmgMap[cand2][cand1] = 0 for i in range(0, len(prefcounts)): for cand1, cand2 in itertools.combinations(ordering[i], 2): wmgMap[cand1][cand2] += prefcounts[i] if normalize == True: maxEdge = float('-inf') for cand in wmgMap.keys(): maxEdge = max(maxEdge, max(wmgMap[cand].values())) for cand1 in wmgMap.keys(): for cand2 in wmgMap[cand1].keys(): wmgMap[cand1][cand2] = float(wmgMap[cand1][cand2]) / maxEdge return wmgMap
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'PluRunOff_cowinners'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'profile'}; {'id': '6', 'type': 'block', 'children': ['7', '15', '37', '45', '52', '60', '71', '77', '81', '180', '306']}, {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}, {'id': '9', 'type': 'identifier', 'children': [], 'value': 'elecType'}; {'id': '10', 'type': 'call', 'children': ['11', '14']}, {'id': '11', 'type': 'attribute', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'profile'}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'getElecType'}; {'id': '14', 'type': 'argument_list', 'children': []}, {'id': '15', 'type': 'if_statement', 'children': ['16', '27']}; {'id': '16', 'type': 'boolean_operator', 'children': ['17', '24'], 'value': 'and'}, {'id': '17', 'type': 'boolean_operator', 'children': ['18', '21'], 'value': 'and'}; {'id': '18', 'type': 'comparison_operator', 'children': ['19', '20'], 'value': '!='}, {'id': '19', 'type': 'identifier', 'children': [], 'value': 'elecType'}; {'id': '20', 'type': 'string', 'children': [], 'value': '"soc"'}, {'id': '21', 'type': 'comparison_operator', 'children': ['22', '23'], 'value': '!='}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'elecType'}, {'id': '23', 'type': 'string', 'children': [], 'value': '"toc"'}; {'id': '24', 'type': 'comparison_operator', 'children': ['25', '26'], 'value': '!='}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 'elecType'}; {'id': '26', 'type': 'string', 'children': [], 'value': '"csv"'}, {'id': '27', 'type': 'block', 'children': ['28', '33']}; {'id': '28', 'type': 'expression_statement', 'children': ['29']}, {'id': '29', 'type': 'call', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'print'}, {'id': '31', 'type': 'argument_list', 'children': ['32']}; {'id': '32', 'type': 'string', 'children': [], 'value': '"ERROR: unsupported election type"'}, {'id': '33', 'type': 'expression_statement', 'children': ['34']}; {'id': '34', 'type': 'call', 'children': ['35', '36']}, {'id': '35', 'type': 'identifier', 'children': [], 'value': 'exit'}; {'id': '36', 'type': 'argument_list', 'children': []}, {'id': '37', 'type': 'expression_statement', 'children': ['38']}; {'id': '38', 'type': 'assignment', 'children': ['39', '40']}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'prefcounts'}; {'id': '40', 'type': 'call', 'children': ['41', '44']}, {'id': '41', 'type': 'attribute', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'profile'}, {'id': '43', 'type': 'identifier', 'children': [], 'value': 'getPreferenceCounts'}; {'id': '44', 'type': 'argument_list', 'children': []}, {'id': '45', 'type': 'expression_statement', 'children': ['46']}; {'id': '46', 'type': 'assignment', 'children': ['47', '48']}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'len_prefcounts'}; {'id': '48', 'type': 'call', 'children': ['49', '50']}, {'id': '49', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '50', 'type': 'argument_list', 'children': ['51']}, {'id': '51', 'type': 'identifier', 'children': [], 'value': 'prefcounts'}; {'id': '52', 'type': 'expression_statement', 'children': ['53']}, {'id': '53', 'type': 'assignment', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'rankmaps'}, {'id': '55', 'type': 'call', 'children': ['56', '59']}; {'id': '56', 'type': 'attribute', 'children': ['57', '58']}, {'id': '57', 'type': 'identifier', 'children': [], 'value': 'profile'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'getRankMaps'}, {'id': '59', 'type': 'argument_list', 'children': []}; {'id': '60', 'type': 'expression_statement', 'children': ['61']}, {'id': '61', 'type': 'assignment', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'ranking'}, {'id': '63', 'type': 'call', 'children': ['64', '69']}; {'id': '64', 'type': 'attribute', 'children': ['65', '68']}, {'id': '65', 'type': 'call', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'MechanismPlurality'}, {'id': '67', 'type': 'argument_list', 'children': []}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'getRanking'}, {'id': '69', 'type': 'argument_list', 'children': ['70']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'profile'}, {'id': '71', 'type': 'expression_statement', 'children': ['72']}; {'id': '72', 'type': 'assignment', 'children': ['73', '74']}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 'known_winners'}; {'id': '74', 'type': 'call', 'children': ['75', '76']}, {'id': '75', 'type': 'identifier', 'children': [], 'value': 'set'}; {'id': '76', 'type': 'argument_list', 'children': []}, {'id': '77', 'type': 'expression_statement', 'children': ['78']}; {'id': '78', 'type': 'assignment', 'children': ['79', '80']}, {'id': '79', 'type': 'identifier', 'children': [], 'value': 'top_2_combinations'}; {'id': '80', 'type': 'list', 'children': [], 'value': '[]'}, {'id': '81', 'type': 'if_statement', 'children': ['82', '92', '118']}; {'id': '82', 'type': 'comparison_operator', 'children': ['83', '91'], 'value': '>'}, {'id': '83', 'type': 'call', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '85', 'type': 'argument_list', 'children': ['86']}; {'id': '86', 'type': 'subscript', 'children': ['87', '90']}, {'id': '87', 'type': 'subscript', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'ranking'}, {'id': '89', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '90', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '91', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '92', 'type': 'block', 'children': ['93']}, {'id': '93', 'type': 'for_statement', 'children': ['94', '97', '108']}; {'id': '94', 'type': 'pattern_list', 'children': ['95', '96']}, {'id': '95', 'type': 'identifier', 'children': [], 'value': 'cand1'}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'cand2'}, {'id': '97', 'type': 'call', 'children': ['98', '101']}; {'id': '98', 'type': 'attribute', 'children': ['99', '100']}, {'id': '99', 'type': 'identifier', 'children': [], 'value': 'itertools'}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'combinations'}, {'id': '101', 'type': 'argument_list', 'children': ['102', '107']}; {'id': '102', 'type': 'subscript', 'children': ['103', '106']}, {'id': '103', 'type': 'subscript', 'children': ['104', '105']}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'ranking'}, {'id': '105', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '106', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '107', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '108', 'type': 'block', 'children': ['109']}, {'id': '109', 'type': 'expression_statement', 'children': ['110']}; {'id': '110', 'type': 'call', 'children': ['111', '114']}, {'id': '111', 'type': 'attribute', 'children': ['112', '113']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'top_2_combinations'}, {'id': '113', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '114', 'type': 'argument_list', 'children': ['115']}, {'id': '115', 'type': 'list', 'children': ['116', '117'], 'value': '[cand1, cand2]'}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'cand1'}, {'id': '117', 'type': 'identifier', 'children': [], 'value': 'cand2'}; {'id': '118', 'type': 'else_clause', 'children': ['119']}, {'id': '119', 'type': 'block', 'children': ['120', '130']}; {'id': '120', 'type': 'expression_statement', 'children': ['121']}, {'id': '121', 'type': 'assignment', 'children': ['122', '123']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'max_cand'}, {'id': '123', 'type': 'subscript', 'children': ['124', '129']}; {'id': '124', 'type': 'subscript', 'children': ['125', '128']}, {'id': '125', 'type': 'subscript', 'children': ['126', '127']}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'ranking'}, {'id': '127', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '128', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '129', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '130', 'type': 'if_statement', 'children': ['131', '141', '159']}, {'id': '131', 'type': 'comparison_operator', 'children': ['132', '140'], 'value': '>'}; {'id': '132', 'type': 'call', 'children': ['133', '134']}, {'id': '133', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '134', 'type': 'argument_list', 'children': ['135']}, {'id': '135', 'type': 'subscript', 'children': ['136', '139']}; {'id': '136', 'type': 'subscript', 'children': ['137', '138']}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'ranking'}; {'id': '138', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '139', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '140', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '141', 'type': 'block', 'children': ['142']}; {'id': '142', 'type': 'for_statement', 'children': ['143', '144', '149']}, {'id': '143', 'type': 'identifier', 'children': [], 'value': 'second_max_cand'}; {'id': '144', 'type': 'subscript', 'children': ['145', '148']}, {'id': '145', 'type': 'subscript', 'children': ['146', '147']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'ranking'}, {'id': '147', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '148', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '149', 'type': 'block', 'children': ['150']}; {'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': 'top_2_combinations'}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '155', 'type': 'argument_list', 'children': ['156']}; {'id': '156', 'type': 'list', 'children': ['157', '158'], 'value': '[max_cand, second_max_cand]'}, {'id': '157', 'type': 'identifier', 'children': [], 'value': 'max_cand'}; 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{'id': '174', 'type': 'identifier', 'children': [], 'value': 'top_2_combinations'}, {'id': '175', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '176', 'type': 'argument_list', 'children': ['177']}, {'id': '177', 'type': 'list', 'children': ['178', '179'], 'value': '[max_cand, second_max_cand]'}; {'id': '178', 'type': 'identifier', 'children': [], 'value': 'max_cand'}, {'id': '179', 'type': 'identifier', 'children': [], 'value': 'second_max_cand'}; {'id': '180', 'type': 'for_statement', 'children': ['181', '182', '183']}, {'id': '181', 'type': 'identifier', 'children': [], 'value': 'top_2'}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'top_2_combinations'}, {'id': '183', 'type': 'block', 'children': ['184', '198', '268', '279', '297']}; {'id': '184', 'type': 'expression_statement', 'children': ['185']}, {'id': '185', 'type': 'assignment', 'children': ['186', '187']}; {'id': '186', 'type': 'identifier', 'children': [], 'value': 'dict_top2'}, {'id': '187', 'type': 'dictionary', 'children': ['188', '193']}; {'id': '188', 'type': 'pair', 'children': ['189', '192']}, {'id': '189', 'type': 'subscript', 'children': ['190', '191']}; {'id': '190', 'type': 'identifier', 'children': [], 'value': 'top_2'}, {'id': '191', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '192', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '193', 'type': 'pair', 'children': ['194', '197']}; {'id': '194', 'type': 'subscript', 'children': ['195', '196']}, {'id': '195', 'type': 'identifier', 'children': [], 'value': 'top_2'}; {'id': '196', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '197', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '198', 'type': 'for_statement', 'children': ['199', '200', '204']}, {'id': '199', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '200', 'type': 'call', 'children': ['201', '202']}, {'id': '201', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '202', 'type': 'argument_list', 'children': ['203']}, {'id': '203', 'type': 'identifier', 'children': [], 'value': 'len_prefcounts'}; 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{'id': '220', 'type': 'identifier', 'children': [], 'value': 'i'}, {'id': '221', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '222', 'type': 'argument_list', 'children': []}, {'id': '223', 'type': 'if_clause', 'children': ['224']}; {'id': '224', 'type': 'comparison_operator', 'children': ['225', '226'], 'value': 'in'}, {'id': '225', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '226', 'type': 'identifier', 'children': [], 'value': 'top_2'}, {'id': '227', 'type': 'expression_statement', 'children': ['228']}; {'id': '228', 'type': 'assignment', 'children': ['229', '230']}, {'id': '229', 'type': 'identifier', 'children': [], 'value': 'top_position'}; {'id': '230', 'type': 'call', 'children': ['231', '232']}, {'id': '231', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '232', 'type': 'argument_list', 'children': ['233']}, {'id': '233', 'type': 'call', 'children': ['234', '237']}; {'id': '234', 'type': 'attribute', 'children': ['235', '236']}, {'id': '235', 'type': 'identifier', 'children': [], 'value': 'vote_top2'}; {'id': '236', 'type': 'identifier', 'children': [], 'value': 'values'}, {'id': '237', 'type': 'argument_list', 'children': []}; {'id': '238', 'type': 'expression_statement', 'children': ['239']}, {'id': '239', 'type': 'assignment', 'children': ['240', '241']}; {'id': '240', 'type': 'identifier', 'children': [], 'value': 'keys'}, {'id': '241', 'type': 'list_comprehension', 'children': ['242', '243', '250']}; {'id': '242', 'type': 'identifier', 'children': [], 'value': 'x'}, {'id': '243', 'type': 'for_in_clause', 'children': ['244', '245']}; {'id': '244', 'type': 'identifier', 'children': [], 'value': 'x'}, {'id': '245', 'type': 'call', 'children': ['246', '249']}; {'id': '246', 'type': 'attribute', 'children': ['247', '248']}, {'id': '247', 'type': 'identifier', 'children': [], 'value': 'vote_top2'}; {'id': '248', 'type': 'identifier', 'children': [], 'value': 'keys'}, {'id': '249', 'type': 'argument_list', 'children': []}; {'id': '250', 'type': 'if_clause', 'children': ['251']}, {'id': '251', 'type': 'comparison_operator', 'children': ['252', '255'], 'value': '=='}; {'id': '252', 'type': 'subscript', 'children': ['253', '254']}, {'id': '253', 'type': 'identifier', 'children': [], 'value': 'vote_top2'}; {'id': '254', 'type': 'identifier', 'children': [], 'value': 'x'}, {'id': '255', 'type': 'identifier', 'children': [], 'value': 'top_position'}; {'id': '256', 'type': 'for_statement', 'children': ['257', '258', '259']}, {'id': '257', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '258', 'type': 'identifier', 'children': [], 'value': 'keys'}, {'id': '259', 'type': 'block', 'children': ['260']}; {'id': '260', 'type': 'expression_statement', 'children': ['261']}, {'id': '261', 'type': 'augmented_assignment', 'children': ['262', '265'], 'value': '+='}; {'id': '262', 'type': 'subscript', 'children': ['263', '264']}, {'id': '263', 'type': 'identifier', 'children': [], 'value': 'dict_top2'}; {'id': '264', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '265', 'type': 'subscript', 'children': ['266', '267']}; {'id': '266', 'type': 'identifier', 'children': [], 'value': 'prefcounts'}, {'id': '267', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '268', 'type': 'expression_statement', 'children': ['269']}, {'id': '269', 'type': 'assignment', 'children': ['270', '271']}; {'id': '270', 'type': 'identifier', 'children': [], 'value': 'max_value'}, {'id': '271', 'type': 'call', 'children': ['272', '273']}; {'id': '272', 'type': 'identifier', 'children': [], 'value': 'max'}, {'id': '273', 'type': 'argument_list', 'children': ['274']}; {'id': '274', 'type': 'call', 'children': ['275', '278']}, {'id': '275', 'type': 'attribute', 'children': ['276', '277']}; {'id': '276', 'type': 'identifier', 'children': [], 'value': 'dict_top2'}, {'id': '277', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '278', 'type': 'argument_list', 'children': []}, {'id': '279', 'type': 'expression_statement', 'children': ['280']}; {'id': '280', 'type': 'assignment', 'children': ['281', '282']}, {'id': '281', 'type': 'identifier', 'children': [], 'value': 'winners'}; {'id': '282', 'type': 'list_comprehension', 'children': ['283', '284', '291']}, {'id': '283', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '284', 'type': 'for_in_clause', 'children': ['285', '286']}, {'id': '285', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '286', 'type': 'call', 'children': ['287', '290']}, {'id': '287', 'type': 'attribute', 'children': ['288', '289']}; {'id': '288', 'type': 'identifier', 'children': [], 'value': 'dict_top2'}, {'id': '289', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '290', 'type': 'argument_list', 'children': []}, {'id': '291', 'type': 'if_clause', 'children': ['292']}; {'id': '292', 'type': 'comparison_operator', 'children': ['293', '296'], 'value': '=='}, {'id': '293', 'type': 'subscript', 'children': ['294', '295']}; {'id': '294', 'type': 'identifier', 'children': [], 'value': 'dict_top2'}, {'id': '295', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '296', 'type': 'identifier', 'children': [], 'value': 'max_value'}, {'id': '297', 'type': 'expression_statement', 'children': ['298']}; {'id': '298', 'type': 'assignment', 'children': ['299', '300']}, {'id': '299', 'type': 'identifier', 'children': [], 'value': 'known_winners'}; {'id': '300', 'type': 'binary_operator', 'children': ['301', '302'], 'value': '|'}, {'id': '301', 'type': 'identifier', 'children': [], 'value': 'known_winners'}; {'id': '302', 'type': 'call', 'children': ['303', '304']}, {'id': '303', 'type': 'identifier', 'children': [], 'value': 'set'}; {'id': '304', 'type': 'argument_list', 'children': ['305']}, {'id': '305', 'type': 'identifier', 'children': [], 'value': 'winners'}; {'id': '306', 'type': 'return_statement', 'children': ['307']}, {'id': '307', 'type': 'call', 'children': ['308', '309']}; {'id': '308', 'type': 'identifier', 'children': [], 'value': 'sorted'}, {'id': '309', 'type': 'argument_list', 'children': ['310']}
def PluRunOff_cowinners(self, profile): elecType = profile.getElecType() if elecType != "soc" and elecType != "toc" and elecType != "csv": print("ERROR: unsupported election type") exit() prefcounts = profile.getPreferenceCounts() len_prefcounts = len(prefcounts) rankmaps = profile.getRankMaps() ranking = MechanismPlurality().getRanking(profile) known_winners = set() top_2_combinations = [] if len(ranking[0][0]) > 1: for cand1, cand2 in itertools.combinations(ranking[0][0], 2): top_2_combinations.append([cand1, cand2]) else: max_cand = ranking[0][0][0] if len(ranking[0][1]) > 1: for second_max_cand in ranking[0][1]: top_2_combinations.append([max_cand, second_max_cand]) else: second_max_cand = ranking[0][1][0] top_2_combinations.append([max_cand, second_max_cand]) for top_2 in top_2_combinations: dict_top2 = {top_2[0]: 0, top_2[1]: 0} for i in range(len_prefcounts): vote_top2 = {key: value for key, value in rankmaps[i].items() if key in top_2} top_position = min(vote_top2.values()) keys = [x for x in vote_top2.keys() if vote_top2[x] == top_position] for key in keys: dict_top2[key] += prefcounts[i] max_value = max(dict_top2.values()) winners = [y for y in dict_top2.keys() if dict_top2[y] == max_value] known_winners = known_winners | set(winners) return sorted(known_winners)
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{'id': '96', 'type': 'identifier', 'children': [], 'value': 'line'}, {'id': '97', 'type': 'identifier', 'children': [], 'value': 'startswith'}; {'id': '98', 'type': 'argument_list', 'children': ['99']}, {'id': '99', 'type': 'string', 'children': [], 'value': "'end_event:'"}; {'id': '100', 'type': 'block', 'children': ['101', '107']}, {'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': 'self'}, {'id': '105', 'type': 'identifier', 'children': [], 'value': '_record_offset'}; {'id': '106', 'type': 'argument_list', 'children': []}, {'id': '107', 'type': 'if_statement', 'children': ['108', '118']}; {'id': '108', 'type': 'comparison_operator', 'children': ['109', '117'], 'value': '=='}, {'id': '109', 'type': 'binary_operator', 'children': ['110', '116'], 'value': '%'}; {'id': '110', 'type': 'call', 'children': ['111', '112']}, {'id': '111', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '112', 'type': 'argument_list', 'children': ['113']}, {'id': '113', 'type': 'attribute', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '115', 'type': 'identifier', 'children': [], 'value': 'event_offsets'}; {'id': '116', 'type': 'integer', 'children': [], 'value': '100'}, {'id': '117', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '118', 'type': 'block', 'children': ['119', '130']}, {'id': '119', 'type': 'if_statement', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'verbose'}, {'id': '121', 'type': 'block', 'children': ['122']}; {'id': '122', 'type': 'expression_statement', 'children': ['123']}, {'id': '123', 'type': 'call', 'children': ['124', '125']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'print'}, {'id': '125', 'type': 'argument_list', 'children': ['126', '127']}; {'id': '126', 'type': 'string', 'children': [], 'value': "'.'"}, {'id': '127', 'type': 'keyword_argument', 'children': ['128', '129']}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'end'}, {'id': '129', 'type': 'string', 'children': [], 'value': "''"}; {'id': '130', 'type': 'expression_statement', 'children': ['131']}, {'id': '131', 'type': 'call', 'children': ['132', '137']}; {'id': '132', 'type': 'attribute', 'children': ['133', '136']}, {'id': '133', 'type': 'attribute', 'children': ['134', '135']}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'sys'}, {'id': '135', 'type': 'identifier', 'children': [], 'value': 'stdout'}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'flush'}, {'id': '137', 'type': 'argument_list', 'children': []}; {'id': '138', 'type': 'if_statement', 'children': ['139', '151']}, {'id': '139', 'type': 'boolean_operator', 'children': ['140', '141'], 'value': 'and'}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'up_to_index'}, {'id': '141', 'type': 'comparison_operator', 'children': ['142', '148'], 'value': '>='}; {'id': '142', 'type': 'call', 'children': ['143', '144']}, {'id': '143', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '144', 'type': 'argument_list', 'children': ['145']}, {'id': '145', 'type': 'attribute', 'children': ['146', '147']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '147', 'type': 'identifier', 'children': [], 'value': 'event_offsets'}; {'id': '148', 'type': 'binary_operator', 'children': ['149', '150'], 'value': '+'}, {'id': '149', 'type': 'identifier', 'children': [], 'value': 'up_to_index'}; {'id': '150', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '151', 'type': 'block', 'children': ['152']}; {'id': '152', 'type': 'return_statement', 'children': []}, {'id': '153', 'type': 'expression_statement', 'children': ['154']}; {'id': '154', 'type': 'call', 'children': ['155', '160']}, {'id': '155', 'type': 'attribute', 'children': ['156', '159']}; {'id': '156', 'type': 'attribute', 'children': ['157', '158']}, {'id': '157', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '158', 'type': 'identifier', 'children': [], 'value': 'event_offsets'}, {'id': '159', 'type': 'identifier', 'children': [], 'value': 'pop'}; {'id': '160', 'type': 'argument_list', 'children': []}, {'id': '161', 'type': 'if_statement', 'children': ['162', '164']}; {'id': '162', 'type': 'not_operator', 'children': ['163']}, {'id': '163', 'type': 'identifier', 'children': [], 'value': 'up_to_index'}; {'id': '164', 'type': 'block', 'children': ['165']}, {'id': '165', 'type': 'expression_statement', 'children': ['166']}; {'id': '166', 'type': 'assignment', 'children': ['167', '170']}, {'id': '167', 'type': 'attribute', 'children': ['168', '169']}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '169', 'type': 'identifier', 'children': [], 'value': 'whole_file_cached'}; {'id': '170', 'type': 'True', 'children': []}, {'id': '171', 'type': 'expression_statement', 'children': ['172']}; {'id': '172', 'type': 'call', 'children': ['173', '176']}, {'id': '173', 'type': 'attribute', 'children': ['174', '175']}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '175', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '176', 'type': 'argument_list', 'children': ['177']}, {'id': '177', 'type': 'call', 'children': ['178', '181']}; {'id': '178', 'type': 'attribute', 'children': ['179', '180']}, {'id': '179', 'type': 'string', 'children': [], 'value': '"\\n{0} events indexed."'}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'format'}, {'id': '181', 'type': 'argument_list', 'children': ['182']}; {'id': '182', 'type': 'call', 'children': ['183', '184']}, {'id': '183', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '184', 'type': 'argument_list', 'children': ['185']}, {'id': '185', 'type': 'attribute', 'children': ['186', '187']}; {'id': '186', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '187', 'type': 'identifier', 'children': [], 'value': 'event_offsets'}
def _cache_offsets(self, up_to_index=None, verbose=True): if not up_to_index: if verbose: self.print("Caching event file offsets, this may take a bit.") self.blob_file.seek(0, 0) self.event_offsets = [] if not self.raw_header: self.event_offsets.append(0) else: self.blob_file.seek(self.event_offsets[-1], 0) for line in iter(self.blob_file.readline, ''): line = try_decode_string(line) if line.startswith('end_event:'): self._record_offset() if len(self.event_offsets) % 100 == 0: if verbose: print('.', end='') sys.stdout.flush() if up_to_index and len(self.event_offsets) >= up_to_index + 1: return self.event_offsets.pop() if not up_to_index: self.whole_file_cached = True self.print("\n{0} events indexed.".format(len(self.event_offsets)))
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'getUtilities'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'decision'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'binaryRelations'}, {'id': '7', 'type': 'block', 'children': ['8', '15', '19', '134']}; {'id': '8', 'type': 'expression_statement', 'children': ['9']}, {'id': '9', 'type': 'assignment', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'm'}, {'id': '11', 'type': 'call', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '13', 'type': 'argument_list', 'children': ['14']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'binaryRelations'}, {'id': '15', 'type': 'expression_statement', 'children': ['16']}; {'id': '16', 'type': 'assignment', 'children': ['17', '18']}, {'id': '17', 'type': 'identifier', 'children': [], 'value': 'utilities'}; {'id': '18', 'type': 'list', 'children': [], 'value': '[]'}, {'id': '19', 'type': 'for_statement', 'children': ['20', '21', '22']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'cand'}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'decision'}; {'id': '22', 'type': 'block', 'children': ['23', '30', '34', '86']}, {'id': '23', 'type': 'expression_statement', 'children': ['24']}; {'id': '24', 'type': 'assignment', 'children': ['25', '26']}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 'tops'}; {'id': '26', 'type': 'list', 'children': ['27'], 'value': '[cand-1]'}, {'id': '27', 'type': 'binary_operator', 'children': ['28', '29'], 'value': '-'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'cand'}, {'id': '29', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '30', 'type': 'expression_statement', 'children': ['31']}, {'id': '31', 'type': 'assignment', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'index'}, {'id': '33', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '34', 'type': 'while_statement', 'children': ['35', '41']}, {'id': '35', 'type': 'comparison_operator', 'children': ['36', '37'], 'value': '<'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'index'}, {'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': 'tops'}, {'id': '41', 'type': 'block', 'children': ['42', '48', '82']}; {'id': '42', 'type': 'expression_statement', 'children': ['43']}, {'id': '43', 'type': 'assignment', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 's'}, {'id': '45', 'type': 'subscript', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'tops'}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '48', 'type': 'for_statement', 'children': ['49', '50', '54']}, {'id': '49', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '50', 'type': 'call', 'children': ['51', '52']}, {'id': '51', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '52', 'type': 'argument_list', 'children': ['53']}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'm'}; {'id': '54', 'type': 'block', 'children': ['55', '61']}, {'id': '55', 'type': 'if_statement', 'children': ['56', '59']}; {'id': '56', 'type': 'comparison_operator', 'children': ['57', '58'], 'value': '=='}, {'id': '57', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 's'}, {'id': '59', 'type': 'block', 'children': ['60']}; {'id': '60', 'type': 'continue_statement', 'children': []}, {'id': '61', 'type': 'if_statement', 'children': ['62', '69']}; {'id': '62', 'type': 'comparison_operator', 'children': ['63', '68'], 'value': '>'}, {'id': '63', 'type': 'subscript', 'children': ['64', '67']}; {'id': '64', 'type': 'subscript', 'children': ['65', '66']}, {'id': '65', 'type': 'identifier', 'children': [], 'value': 'binaryRelations'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'j'}, {'id': '67', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '68', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '69', 'type': 'block', 'children': ['70']}; {'id': '70', 'type': 'if_statement', 'children': ['71', '74']}, {'id': '71', 'type': 'comparison_operator', 'children': ['72', '73'], 'value': 'not'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'j'}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 'tops'}; {'id': '74', 'type': 'block', 'children': ['75']}, {'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': 'tops'}, {'id': '79', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '80', 'type': 'argument_list', 'children': ['81']}, {'id': '81', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '82', 'type': 'expression_statement', 'children': ['83']}, {'id': '83', 'type': 'augmented_assignment', 'children': ['84', '85'], 'value': '+='}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'index'}, {'id': '85', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '86', 'type': 'if_statement', 'children': ['87', '95', '125']}, {'id': '87', 'type': 'comparison_operator', 'children': ['88', '92'], 'value': '<='}; {'id': '88', 'type': 'call', 'children': ['89', '90']}, {'id': '89', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '90', 'type': 'argument_list', 'children': ['91']}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 'tops'}; {'id': '92', 'type': 'attribute', 'children': ['93', '94']}, {'id': '93', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'k'}, {'id': '95', 'type': 'block', 'children': ['96']}; {'id': '96', 'type': 'if_statement', 'children': ['97', '102', '110']}, {'id': '97', 'type': 'comparison_operator', 'children': ['98', '101'], 'value': '=='}; {'id': '98', 'type': 'attribute', 'children': ['99', '100']}, {'id': '99', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'isLoss'}, {'id': '101', 'type': 'False', 'children': []}; {'id': '102', 'type': 'block', 'children': ['103']}, {'id': '103', 'type': 'expression_statement', 'children': ['104']}; {'id': '104', 'type': 'call', 'children': ['105', '108']}, {'id': '105', 'type': 'attribute', 'children': ['106', '107']}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'utilities'}, {'id': '107', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '108', 'type': 'argument_list', 'children': ['109']}, {'id': '109', 'type': 'float', 'children': [], 'value': '1.0'}; {'id': '110', 'type': 'elif_clause', 'children': ['111', '116']}, {'id': '111', 'type': 'comparison_operator', 'children': ['112', '115'], 'value': '=='}; {'id': '112', 'type': 'attribute', 'children': ['113', '114']}, {'id': '113', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'isLoss'}, {'id': '115', 'type': 'True', 'children': []}; {'id': '116', 'type': 'block', 'children': ['117']}, {'id': '117', 'type': 'expression_statement', 'children': ['118']}; {'id': '118', 'type': 'call', 'children': ['119', '122']}, {'id': '119', 'type': 'attribute', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'utilities'}, {'id': '121', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '122', 'type': 'argument_list', 'children': ['123']}, {'id': '123', 'type': 'unary_operator', 'children': ['124'], 'value': '-'}; {'id': '124', 'type': 'float', 'children': [], 'value': '1.0'}, {'id': '125', 'type': 'else_clause', 'children': ['126']}; {'id': '126', 'type': 'block', 'children': ['127']}, {'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': 'utilities'}, {'id': '131', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '132', 'type': 'argument_list', 'children': ['133']}, {'id': '133', 'type': 'float', 'children': [], 'value': '0.0'}; {'id': '134', 'type': 'return_statement', 'children': ['135']}, {'id': '135', 'type': 'identifier', 'children': [], 'value': 'utilities'}
def getUtilities(self, decision, binaryRelations): m = len(binaryRelations) utilities = [] for cand in decision: tops = [cand-1] index = 0 while index < len(tops): s = tops[index] for j in range(m): if j == s: continue if binaryRelations[j][s] > 0: if j not in tops: tops.append(j) index += 1 if len(tops) <= self.k: if self.isLoss == False: utilities.append(1.0) elif self.isLoss == True: utilities.append(-1.0) else: utilities.append(0.0) return utilities
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'execute'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '8']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'sources'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'sink'}, {'id': '7', 'type': 'identifier', 'children': [], 'value': 'interval'}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}, {'id': '9', 'type': 'identifier', 'children': [], 'value': 'alignment_stream'}; {'id': '10', 'type': 'None', 'children': []}, {'id': '11', 'type': 'block', 'children': ['12', '33', '53', '65']}; {'id': '12', 'type': 'if_statement', 'children': ['13', '19']}, {'id': '13', 'type': 'not_operator', 'children': ['14']}; {'id': '14', 'type': 'call', 'children': ['15', '16']}, {'id': '15', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '16', 'type': 'argument_list', 'children': ['17', '18']}, {'id': '17', 'type': 'identifier', 'children': [], 'value': 'interval'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'TimeInterval'}, {'id': '19', 'type': 'block', 'children': ['20']}; {'id': '20', 'type': 'raise_statement', 'children': ['21']}, {'id': '21', 'type': 'call', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'TypeError'}, {'id': '23', 'type': 'argument_list', 'children': ['24']}; {'id': '24', 'type': 'call', 'children': ['25', '28']}, {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'string', 'children': [], 'value': "'Expected TimeInterval, got {}'"}, {'id': '27', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '28', 'type': 'argument_list', 'children': ['29']}, {'id': '29', 'type': 'call', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'type'}, {'id': '31', 'type': 'argument_list', 'children': ['32']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'interval'}, {'id': '33', 'type': 'if_statement', 'children': ['34', '43']}; {'id': '34', 'type': 'comparison_operator', 'children': ['35', '38'], 'value': '>'}, {'id': '35', 'type': 'attribute', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'interval'}, {'id': '37', 'type': 'identifier', 'children': [], 'value': 'end'}; {'id': '38', 'type': 'attribute', 'children': ['39', '42']}, {'id': '39', 'type': 'attribute', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'sink'}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'channel'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'up_to_timestamp'}, {'id': '43', 'type': 'block', 'children': ['44']}; {'id': '44', 'type': 'raise_statement', 'children': ['45']}, {'id': '45', 'type': 'call', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'StreamNotAvailableError'}, {'id': '47', 'type': 'argument_list', 'children': ['48']}; {'id': '48', 'type': 'attribute', 'children': ['49', '52']}, {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'sink'}, {'id': '51', 'type': 'identifier', 'children': [], 'value': 'channel'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'up_to_timestamp'}, {'id': '53', 'type': 'expression_statement', 'children': ['54']}; {'id': '54', 'type': 'assignment', 'children': ['55', '56']}, {'id': '55', 'type': 'identifier', 'children': [], 'value': 'required_intervals'}; {'id': '56', 'type': 'binary_operator', 'children': ['57', '62'], 'value': '-'}, {'id': '57', 'type': 'call', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'TimeIntervals'}, {'id': '59', 'type': 'argument_list', 'children': ['60']}; {'id': '60', 'type': 'list', 'children': ['61'], 'value': '[interval]'}, {'id': '61', 'type': 'identifier', 'children': [], 'value': 'interval'}; {'id': '62', 'type': 'attribute', 'children': ['63', '64']}, {'id': '63', 'type': 'identifier', 'children': [], 'value': 'sink'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'calculated_intervals'}, {'id': '65', 'type': 'if_statement', 'children': ['66', '70']}; {'id': '66', 'type': 'not_operator', 'children': ['67']}, {'id': '67', 'type': 'attribute', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'required_intervals'}, {'id': '69', 'type': 'identifier', 'children': [], 'value': 'is_empty'}; {'id': '70', 'type': 'block', 'children': ['71', '75', '113', '125', '147', '167']}, {'id': '71', 'type': 'expression_statement', 'children': ['72']}; {'id': '72', 'type': 'assignment', 'children': ['73', '74']}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 'document_count'}; {'id': '74', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '75', 'type': 'for_statement', 'children': ['76', '77', '78']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'interval'}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'required_intervals'}; {'id': '78', 'type': 'block', 'children': ['79', '107']}, {'id': '79', 'type': 'for_statement', 'children': ['80', '81', '95']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'stream_instance'}, {'id': '81', 'type': 'call', 'children': ['82', '85']}; {'id': '82', 'type': 'attribute', 'children': ['83', '84']}, {'id': '83', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': '_execute'}, {'id': '85', 'type': 'argument_list', 'children': ['86', '89', '92']}; {'id': '86', 'type': 'keyword_argument', 'children': ['87', '88']}, {'id': '87', 'type': 'identifier', 'children': [], 'value': 'sources'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'sources'}, {'id': '89', 'type': 'keyword_argument', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'alignment_stream'}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 'alignment_stream'}; {'id': '92', 'type': 'keyword_argument', 'children': ['93', '94']}, {'id': '93', 'type': 'identifier', 'children': [], 'value': 'interval'}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'interval'}, {'id': '95', 'type': 'block', 'children': ['96', '103']}; {'id': '96', 'type': 'expression_statement', 'children': ['97']}, {'id': '97', 'type': 'call', 'children': ['98', '101']}; {'id': '98', 'type': 'attribute', 'children': ['99', '100']}, {'id': '99', 'type': 'identifier', 'children': [], 'value': 'sink'}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'writer'}, {'id': '101', 'type': 'argument_list', 'children': ['102']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'stream_instance'}, {'id': '103', 'type': 'expression_statement', 'children': ['104']}; {'id': '104', 'type': 'augmented_assignment', 'children': ['105', '106'], 'value': '+='}, {'id': '105', 'type': 'identifier', 'children': [], 'value': 'document_count'}; {'id': '106', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '107', 'type': 'expression_statement', 'children': ['108']}; {'id': '108', 'type': 'augmented_assignment', 'children': ['109', '112'], 'value': '+='}, {'id': '109', 'type': 'attribute', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'sink'}, {'id': '111', 'type': 'identifier', 'children': [], 'value': 'calculated_intervals'}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'interval'}, {'id': '113', 'type': 'expression_statement', 'children': ['114']}; {'id': '114', 'type': 'assignment', 'children': ['115', '116']}, {'id': '115', 'type': 'identifier', 'children': [], 'value': 'required_intervals'}; {'id': '116', 'type': 'binary_operator', 'children': ['117', '122'], 'value': '-'}, {'id': '117', 'type': 'call', 'children': ['118', '119']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'TimeIntervals'}, {'id': '119', 'type': 'argument_list', 'children': ['120']}; {'id': '120', 'type': 'list', 'children': ['121'], 'value': '[interval]'}, {'id': '121', 'type': 'identifier', 'children': [], 'value': 'interval'}; {'id': '122', 'type': 'attribute', 'children': ['123', '124']}, {'id': '123', 'type': 'identifier', 'children': [], 'value': 'sink'}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'calculated_intervals'}, {'id': '125', 'type': 'if_statement', 'children': ['126', '130']}; {'id': '126', 'type': 'not_operator', 'children': ['127']}, {'id': '127', 'type': 'attribute', 'children': ['128', '129']}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'required_intervals'}, {'id': '129', 'type': 'identifier', 'children': [], 'value': 'is_empty'}; {'id': '130', 'type': 'block', 'children': ['131']}, {'id': '131', 'type': 'expression_statement', 'children': ['132']}; {'id': '132', 'type': 'call', 'children': ['133', '136']}, {'id': '133', 'type': 'attribute', 'children': ['134', '135']}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'logging'}, {'id': '135', 'type': 'identifier', 'children': [], 'value': 'error'}; {'id': '136', 'type': 'argument_list', 'children': ['137']}, {'id': '137', 'type': 'call', 'children': ['138', '141']}; {'id': '138', 'type': 'attribute', 'children': ['139', '140']}, {'id': '139', 'type': 'string', 'children': [], 'value': '"{} execution error for time interval {} on stream {}"'}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'format'}, {'id': '141', 'type': 'argument_list', 'children': ['142', '145', '146']}; {'id': '142', 'type': 'attribute', 'children': ['143', '144']}, {'id': '143', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'name'}, {'id': '145', 'type': 'identifier', 'children': [], 'value': 'interval'}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'sink'}, {'id': '147', 'type': 'if_statement', 'children': ['148', '150']}; {'id': '148', 'type': 'not_operator', 'children': ['149']}, {'id': '149', 'type': 'identifier', 'children': [], 'value': 'document_count'}; {'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': 'logging'}, {'id': '155', 'type': 'identifier', 'children': [], 'value': 'debug'}; {'id': '156', 'type': 'argument_list', 'children': ['157']}, {'id': '157', 'type': 'call', 'children': ['158', '161']}; {'id': '158', 'type': 'attribute', 'children': ['159', '160']}, {'id': '159', 'type': 'string', 'children': [], 'value': '"{} did not produce any data for time interval {} on stream {}"'}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'format'}, {'id': '161', 'type': 'argument_list', 'children': ['162', '165', '166']}; {'id': '162', 'type': 'attribute', 'children': ['163', '164']}, {'id': '163', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'name'}, {'id': '165', 'type': 'identifier', 'children': [], 'value': 'interval'}; {'id': '166', 'type': 'identifier', 'children': [], 'value': 'sink'}, {'id': '167', 'type': 'expression_statement', 'children': ['168']}; {'id': '168', 'type': 'call', 'children': ['169', '172']}, {'id': '169', 'type': 'attribute', 'children': ['170', '171']}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '171', 'type': 'identifier', 'children': [], 'value': 'write_to_history'}; {'id': '172', 'type': 'argument_list', 'children': ['173', '176', '181']}, {'id': '173', 'type': 'keyword_argument', 'children': ['174', '175']}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'interval'}, {'id': '175', 'type': 'identifier', 'children': [], 'value': 'interval'}; {'id': '176', 'type': 'keyword_argument', 'children': ['177', '178']}, {'id': '177', 'type': 'identifier', 'children': [], 'value': 'tool'}; {'id': '178', 'type': 'attribute', 'children': ['179', '180']}, {'id': '179', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'name'}, {'id': '181', 'type': 'keyword_argument', 'children': ['182', '183']}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'document_count'}, {'id': '183', 'type': 'identifier', 'children': [], 'value': 'document_count'}
def execute(self, sources, sink, interval, alignment_stream=None): if not isinstance(interval, TimeInterval): raise TypeError('Expected TimeInterval, got {}'.format(type(interval))) if interval.end > sink.channel.up_to_timestamp: raise StreamNotAvailableError(sink.channel.up_to_timestamp) required_intervals = TimeIntervals([interval]) - sink.calculated_intervals if not required_intervals.is_empty: document_count = 0 for interval in required_intervals: for stream_instance in self._execute( sources=sources, alignment_stream=alignment_stream, interval=interval): sink.writer(stream_instance) document_count += 1 sink.calculated_intervals += interval required_intervals = TimeIntervals([interval]) - sink.calculated_intervals if not required_intervals.is_empty: logging.error("{} execution error for time interval {} on stream {}".format( self.name, interval, sink)) if not document_count: logging.debug("{} did not produce any data for time interval {} on stream {}".format( self.name, interval, sink)) self.write_to_history( interval=interval, tool=self.name, document_count=document_count )
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'upload_runsummary'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'csv_filename'}, {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'dryrun'}, {'id': '7', 'type': 'False', 'children': []}; {'id': '8', 'type': 'block', 'children': ['9', '19', '43', '75', '84', '119', '125', '141', '157', '178', '183', '203', '213', '230', '235', '245', '286', '298', '309', '314', '335']}, {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'call', 'children': ['11', '12']}, {'id': '11', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '12', 'type': 'argument_list', 'children': ['13']}, {'id': '13', 'type': 'call', 'children': ['14', '17']}; {'id': '14', 'type': 'attribute', 'children': ['15', '16']}, {'id': '15', 'type': 'string', 'children': [], 'value': '"Checking \'{}\' for consistency."'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'format'}, {'id': '17', 'type': 'argument_list', 'children': ['18']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'csv_filename'}, {'id': '19', 'type': 'if_statement', 'children': ['20', '29']}; {'id': '20', 'type': 'not_operator', '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': 'os'}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'exists'}, {'id': '27', 'type': 'argument_list', 'children': ['28']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'csv_filename'}, {'id': '29', 'type': 'block', 'children': ['30', '42']}; 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{'id': '46', 'type': 'assignment', 'children': ['47', '48']}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'df'}; {'id': '48', 'type': 'call', 'children': ['49', '52']}, {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'pd'}, {'id': '51', 'type': 'identifier', 'children': [], 'value': 'read_csv'}; {'id': '52', 'type': 'argument_list', 'children': ['53', '54']}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'csv_filename'}; {'id': '54', 'type': 'keyword_argument', 'children': ['55', '56']}, {'id': '55', 'type': 'identifier', 'children': [], 'value': 'sep'}; {'id': '56', 'type': 'string', 'children': [], 'value': "'\\t'"}, {'id': '57', 'type': 'except_clause', 'children': ['58', '66']}; {'id': '58', 'type': 'as_pattern', 'children': ['59', '64']}, {'id': '59', 'type': 'attribute', 'children': ['60', '63']}; {'id': '60', 'type': 'attribute', 'children': ['61', '62']}, {'id': '61', 'type': 'identifier', 'children': [], 'value': 'pd'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'errors'}, {'id': '63', 'type': 'identifier', 'children': [], 'value': 'EmptyDataError'}; {'id': '64', 'type': 'as_pattern_target', 'children': ['65']}, {'id': '65', 'type': 'identifier', 'children': [], 'value': 'e'}; {'id': '66', 'type': 'block', 'children': ['67', '74']}, {'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': 'log'}, {'id': '71', 'type': 'identifier', 'children': [], 'value': 'error'}; {'id': '72', 'type': 'argument_list', 'children': ['73']}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 'e'}; {'id': '74', 'type': 'return_statement', 'children': []}, {'id': '75', 'type': 'expression_statement', 'children': ['76']}; {'id': '76', 'type': 'assignment', 'children': ['77', '78']}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'cols'}; {'id': '78', 'type': 'call', 'children': ['79', '80']}, {'id': '79', 'type': 'identifier', 'children': [], 'value': 'set'}; {'id': '80', 'type': 'argument_list', 'children': ['81']}, {'id': '81', 'type': 'attribute', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'df'}, {'id': '83', 'type': 'identifier', 'children': [], 'value': 'columns'}; {'id': '84', 'type': 'if_statement', 'children': ['85', '92']}, {'id': '85', 'type': 'not_operator', 'children': ['86']}; {'id': '86', 'type': 'call', 'children': ['87', '90']}, {'id': '87', 'type': 'attribute', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'REQUIRED_COLUMNS'}, {'id': '89', 'type': 'identifier', 'children': [], 'value': 'issubset'}; {'id': '90', 'type': 'argument_list', 'children': ['91']}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 'cols'}; {'id': '92', 'type': 'block', 'children': ['93', '118']}, {'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': 'log'}, {'id': '97', 'type': 'identifier', 'children': [], 'value': 'error'}; {'id': '98', 'type': 'argument_list', 'children': ['99']}, {'id': '99', 'type': 'call', 'children': ['100', '103']}; {'id': '100', 'type': 'attribute', 'children': ['101', '102']}, {'id': '101', 'type': 'string', 'children': [], 'value': '"Missing columns: {}."'}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'format'}, {'id': '103', 'type': 'argument_list', 'children': ['104']}; {'id': '104', 'type': 'call', 'children': ['105', '108']}, {'id': '105', 'type': 'attribute', 'children': ['106', '107']}; {'id': '106', 'type': 'string', 'children': [], 'value': "', '"}, {'id': '107', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '108', 'type': 'generator_expression', 'children': ['109', '113']}, {'id': '109', 'type': 'call', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'str'}, {'id': '111', 'type': 'argument_list', 'children': ['112']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'c'}, {'id': '113', 'type': 'for_in_clause', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'c'}, {'id': '115', 'type': 'binary_operator', 'children': ['116', '117'], 'value': '-'}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'REQUIRED_COLUMNS'}, {'id': '117', 'type': 'identifier', 'children': [], 'value': 'cols'}; {'id': '118', 'type': 'return_statement', 'children': []}, {'id': '119', 'type': 'expression_statement', 'children': ['120']}; {'id': '120', 'type': 'assignment', 'children': ['121', '122']}, {'id': '121', 'type': 'identifier', 'children': [], 'value': 'parameters'}; {'id': '122', 'type': 'binary_operator', 'children': ['123', '124'], 'value': '-'}, {'id': '123', 'type': 'identifier', 'children': [], 'value': 'cols'}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'REQUIRED_COLUMNS'}, {'id': '125', 'type': 'if_statement', 'children': ['126', '132']}; {'id': '126', 'type': 'comparison_operator', 'children': ['127', '131'], 'value': '<'}, {'id': '127', 'type': 'call', 'children': ['128', '129']}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '129', 'type': 'argument_list', 'children': ['130']}; {'id': '130', 'type': 'identifier', 'children': [], 'value': 'parameters'}, {'id': '131', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '132', 'type': 'block', 'children': ['133', '140']}, {'id': '133', 'type': 'expression_statement', 'children': ['134']}; {'id': '134', 'type': 'call', 'children': ['135', '138']}, {'id': '135', 'type': 'attribute', 'children': ['136', '137']}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'log'}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'error'}; {'id': '138', 'type': 'argument_list', 'children': ['139']}, {'id': '139', 'type': 'string', 'children': [], 'value': '"No parameter columns found."'}; {'id': '140', 'type': 'return_statement', 'children': []}, {'id': '141', 'type': 'if_statement', 'children': ['142', '148']}; {'id': '142', 'type': 'comparison_operator', 'children': ['143', '147'], 'value': '=='}, {'id': '143', 'type': 'call', 'children': ['144', '145']}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '145', 'type': 'argument_list', 'children': ['146']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'df'}, {'id': '147', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '148', 'type': 'block', 'children': ['149', '156']}, {'id': '149', 'type': 'expression_statement', 'children': ['150']}; {'id': '150', 'type': 'call', 'children': ['151', '154']}, {'id': '151', 'type': 'attribute', 'children': ['152', '153']}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'log'}, {'id': '153', 'type': 'identifier', 'children': [], 'value': 'critical'}; {'id': '154', 'type': 'argument_list', 'children': ['155']}, {'id': '155', 'type': 'string', 'children': [], 'value': '"Empty dataset."'}; {'id': '156', 'type': 'return_statement', 'children': []}, {'id': '157', 'type': 'expression_statement', 'children': ['158']}; 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{'id': '174', 'type': 'identifier', 'children': [], 'value': 'c'}, {'id': '175', 'type': 'for_in_clause', 'children': ['176', '177']}; {'id': '176', 'type': 'identifier', 'children': [], 'value': 'c'}, {'id': '177', 'type': 'identifier', 'children': [], 'value': 'parameters'}; {'id': '178', 'type': 'expression_statement', 'children': ['179']}, {'id': '179', 'type': 'call', 'children': ['180', '181']}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'print'}, {'id': '181', 'type': 'argument_list', 'children': ['182']}; {'id': '182', 'type': 'string', 'children': [], 'value': '"Converting CSV data into JSON"'}, {'id': '183', 'type': 'if_statement', 'children': ['184', '185', '197']}; {'id': '184', 'type': 'identifier', 'children': [], 'value': 'dryrun'}, {'id': '185', 'type': 'block', 'children': ['186', '193']}; {'id': '186', 'type': 'expression_statement', 'children': ['187']}, {'id': '187', 'type': 'call', 'children': ['188', '191']}; {'id': '188', 'type': 'attribute', 'children': ['189', '190']}, {'id': '189', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '190', 'type': 'identifier', 'children': [], 'value': 'warn'}, {'id': '191', 'type': 'argument_list', 'children': ['192']}; {'id': '192', 'type': 'string', 'children': [], 'value': '"Dryrun: adding \'TEST_\' prefix to parameter names"'}, {'id': '193', 'type': 'expression_statement', 'children': ['194']}; {'id': '194', 'type': 'assignment', 'children': ['195', '196']}, {'id': '195', 'type': 'identifier', 'children': [], 'value': 'prefix'}; {'id': '196', 'type': 'string', 'children': [], 'value': '"TEST_"'}, {'id': '197', 'type': 'else_clause', 'children': ['198']}; {'id': '198', 'type': 'block', 'children': ['199']}, {'id': '199', 'type': 'expression_statement', 'children': ['200']}; {'id': '200', 'type': 'assignment', 'children': ['201', '202']}, {'id': '201', 'type': 'identifier', 'children': [], 'value': 'prefix'}; {'id': '202', 'type': 'string', 'children': [], 'value': '""'}, {'id': '203', 'type': 'expression_statement', 'children': ['204']}; {'id': '204', 'type': 'assignment', 'children': ['205', '206']}, {'id': '205', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '206', 'type': 'call', 'children': ['207', '208']}, {'id': '207', 'type': 'identifier', 'children': [], 'value': 'convert_runsummary_to_json'}; {'id': '208', 'type': 'argument_list', 'children': ['209', '210']}, {'id': '209', 'type': 'identifier', 'children': [], 'value': 'df'}; {'id': '210', 'type': 'keyword_argument', 'children': ['211', '212']}, {'id': '211', 'type': 'identifier', 'children': [], 'value': 'prefix'}; {'id': '212', 'type': 'identifier', 'children': [], 'value': 'prefix'}, {'id': '213', 'type': 'expression_statement', 'children': ['214']}; {'id': '214', 'type': 'call', 'children': ['215', '216']}, {'id': '215', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '216', 'type': 'argument_list', 'children': ['217']}, {'id': '217', 'type': 'call', 'children': ['218', '221']}; {'id': '218', 'type': 'attribute', 'children': ['219', '220']}, {'id': '219', 'type': 'string', 'children': [], 'value': '"We have {:.3f} MB to upload."'}; {'id': '220', 'type': 'identifier', 'children': [], 'value': 'format'}, {'id': '221', 'type': 'argument_list', 'children': ['222']}; {'id': '222', 'type': 'binary_operator', 'children': ['223', '227'], 'value': '/'}, {'id': '223', 'type': 'call', 'children': ['224', '225']}; {'id': '224', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '225', 'type': 'argument_list', 'children': ['226']}; {'id': '226', 'type': 'identifier', 'children': [], 'value': 'data'}, {'id': '227', 'type': 'binary_operator', 'children': ['228', '229'], 'value': '**'}; {'id': '228', 'type': 'integer', 'children': [], 'value': '1024'}, {'id': '229', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '230', 'type': 'expression_statement', 'children': ['231']}, {'id': '231', 'type': 'call', 'children': ['232', '233']}; {'id': '232', 'type': 'identifier', 'children': [], 'value': 'print'}, {'id': '233', 'type': 'argument_list', 'children': ['234']}; {'id': '234', 'type': 'string', 'children': [], 'value': '"Requesting database session."'}, {'id': '235', 'type': 'expression_statement', 'children': ['236']}; {'id': '236', 'type': 'assignment', 'children': ['237', '238']}, {'id': '237', 'type': 'identifier', 'children': [], 'value': 'db'}; {'id': '238', 'type': 'call', 'children': ['239', '244']}, {'id': '239', 'type': 'attribute', 'children': ['240', '243']}; {'id': '240', 'type': 'attribute', 'children': ['241', '242']}, {'id': '241', 'type': 'identifier', 'children': [], 'value': 'kp'}; {'id': '242', 'type': 'identifier', 'children': [], 'value': 'db'}, {'id': '243', 'type': 'identifier', 'children': [], 'value': 'DBManager'}; {'id': '244', 'type': 'argument_list', 'children': []}, {'id': '245', 'type': 'if_statement', 'children': ['246', '253', '258']}; {'id': '246', 'type': 'call', 'children': ['247', '252']}, {'id': '247', 'type': 'attribute', 'children': ['248', '251']}; {'id': '248', 'type': 'attribute', 'children': ['249', '250']}, {'id': '249', 'type': 'identifier', 'children': [], 'value': 'kp'}; {'id': '250', 'type': 'identifier', 'children': [], 'value': 'db'}, {'id': '251', 'type': 'identifier', 'children': [], 'value': 'we_are_in_lyon'}; {'id': '252', 'type': 'argument_list', 'children': []}, {'id': '253', 'type': 'block', 'children': ['254']}; {'id': '254', 'type': 'expression_statement', 'children': ['255']}, {'id': '255', 'type': 'assignment', 'children': ['256', '257']}; {'id': '256', 'type': 'identifier', 'children': [], 'value': 'session_cookie'}, {'id': '257', 'type': 'string', 'children': [], 'value': '"sid=_kmcprod_134.158_lyo7783844001343100343mcprod1223user"'}; {'id': '258', 'type': 'else_clause', 'children': ['259']}, {'id': '259', 'type': 'block', 'children': ['260', '276']}; {'id': '260', 'type': 'expression_statement', 'children': ['261']}, {'id': '261', 'type': 'assignment', 'children': ['262', '263']}; {'id': '262', 'type': 'identifier', 'children': [], 'value': 'session_cookie'}, {'id': '263', 'type': 'call', 'children': ['264', '273']}; {'id': '264', 'type': 'attribute', 'children': ['265', '272']}, {'id': '265', 'type': 'call', 'children': ['266', '271']}; {'id': '266', 'type': 'attribute', 'children': ['267', '270']}, {'id': '267', 'type': 'attribute', 'children': ['268', '269']}; {'id': '268', 'type': 'identifier', 'children': [], 'value': 'kp'}, {'id': '269', 'type': 'identifier', 'children': [], 'value': 'config'}; {'id': '270', 'type': 'identifier', 'children': [], 'value': 'Config'}, {'id': '271', 'type': 'argument_list', 'children': []}; {'id': '272', 'type': 'identifier', 'children': [], 'value': 'get'}, {'id': '273', 'type': 'argument_list', 'children': ['274', '275']}; {'id': '274', 'type': 'string', 'children': [], 'value': "'DB'"}, {'id': '275', 'type': 'string', 'children': [], 'value': "'session_cookie'"}; {'id': '276', 'type': 'if_statement', 'children': ['277', '280']}, {'id': '277', 'type': 'comparison_operator', 'children': ['278', '279'], 'value': 'is'}; {'id': '278', 'type': 'identifier', 'children': [], 'value': 'session_cookie'}, {'id': '279', 'type': 'None', 'children': []}; {'id': '280', 'type': 'block', 'children': ['281']}, {'id': '281', 'type': 'raise_statement', 'children': ['282']}; {'id': '282', 'type': 'call', 'children': ['283', '284']}, {'id': '283', 'type': 'identifier', 'children': [], 'value': 'SystemExit'}; {'id': '284', 'type': 'argument_list', 'children': ['285']}, {'id': '285', 'type': 'string', 'children': [], 'value': '"Could not restore DB session."'}; {'id': '286', 'type': 'expression_statement', 'children': ['287']}, {'id': '287', 'type': 'call', 'children': ['288', '291']}; {'id': '288', 'type': 'attribute', 'children': ['289', '290']}, {'id': '289', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '290', 'type': 'identifier', 'children': [], 'value': 'debug'}, {'id': '291', 'type': 'argument_list', 'children': ['292']}; {'id': '292', 'type': 'call', 'children': ['293', '296']}, {'id': '293', 'type': 'attribute', 'children': ['294', '295']}; {'id': '294', 'type': 'string', 'children': [], 'value': '"Using the session cookie: {}"'}, {'id': '295', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '296', 'type': 'argument_list', 'children': ['297']}, {'id': '297', 'type': 'identifier', 'children': [], 'value': 'session_cookie'}; {'id': '298', 'type': 'expression_statement', 'children': ['299']}, {'id': '299', 'type': 'assignment', 'children': ['300', '303']}; {'id': '300', 'type': 'pattern_list', 'children': ['301', '302']}, {'id': '301', 'type': 'identifier', 'children': [], 'value': 'cookie_key'}; {'id': '302', 'type': 'identifier', 'children': [], 'value': 'sid'}, {'id': '303', 'type': 'call', 'children': ['304', '307']}; {'id': '304', 'type': 'attribute', 'children': ['305', '306']}, {'id': '305', 'type': 'identifier', 'children': [], 'value': 'session_cookie'}; {'id': '306', 'type': 'identifier', 'children': [], 'value': 'split'}, {'id': '307', 'type': 'argument_list', 'children': ['308']}; {'id': '308', 'type': 'string', 'children': [], 'value': "'='"}, {'id': '309', 'type': 'expression_statement', 'children': ['310']}; {'id': '310', 'type': 'call', 'children': ['311', '312']}, {'id': '311', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '312', 'type': 'argument_list', 'children': ['313']}, {'id': '313', 'type': 'string', 'children': [], 'value': '"Uploading the data to the database."'}; {'id': '314', 'type': 'expression_statement', 'children': ['315']}, {'id': '315', 'type': 'assignment', 'children': ['316', '317']}; {'id': '316', 'type': 'identifier', 'children': [], 'value': 'r'}, {'id': '317', 'type': 'call', 'children': ['318', '321']}; 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{'id': '334', 'type': 'identifier', 'children': [], 'value': 'data'}, {'id': '335', 'type': 'if_statement', 'children': ['336', '341', '414']}; {'id': '336', 'type': 'comparison_operator', 'children': ['337', '340'], 'value': '=='}, {'id': '337', 'type': 'attribute', 'children': ['338', '339']}; {'id': '338', 'type': 'identifier', 'children': [], 'value': 'r'}, {'id': '339', 'type': 'identifier', 'children': [], 'value': 'status_code'}; {'id': '340', 'type': 'integer', 'children': [], 'value': '200'}, {'id': '341', 'type': 'block', 'children': ['342', '356', '361', '372', '393']}; {'id': '342', 'type': 'expression_statement', 'children': ['343']}, {'id': '343', 'type': 'call', 'children': ['344', '347']}; {'id': '344', 'type': 'attribute', 'children': ['345', '346']}, {'id': '345', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '346', 'type': 'identifier', 'children': [], 'value': 'debug'}, {'id': '347', 'type': 'argument_list', 'children': ['348']}; {'id': '348', 'type': 'call', 'children': ['349', '352']}, {'id': '349', 'type': 'attribute', 'children': ['350', '351']}; {'id': '350', 'type': 'string', 'children': [], 'value': '"POST request status code: {}"'}, {'id': '351', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '352', 'type': 'argument_list', 'children': ['353']}, {'id': '353', 'type': 'attribute', 'children': ['354', '355']}; {'id': '354', 'type': 'identifier', 'children': [], 'value': 'r'}, {'id': '355', 'type': 'identifier', 'children': [], 'value': 'status_code'}; {'id': '356', 'type': 'expression_statement', 'children': ['357']}, {'id': '357', 'type': 'call', 'children': ['358', '359']}; {'id': '358', 'type': 'identifier', 'children': [], 'value': 'print'}, {'id': '359', 'type': 'argument_list', 'children': ['360']}; {'id': '360', 'type': 'string', 'children': [], 'value': '"Database response:"'}, {'id': '361', 'type': 'expression_statement', 'children': ['362']}; {'id': '362', 'type': 'assignment', 'children': ['363', '364']}, {'id': '363', 'type': 'identifier', 'children': [], 'value': 'db_answer'}; {'id': '364', 'type': 'call', 'children': ['365', '368']}, {'id': '365', 'type': 'attribute', 'children': ['366', '367']}; {'id': '366', 'type': 'identifier', 'children': [], 'value': 'json'}, {'id': '367', 'type': 'identifier', 'children': [], 'value': 'loads'}; {'id': '368', 'type': 'argument_list', 'children': ['369']}, {'id': '369', 'type': 'attribute', 'children': ['370', '371']}; {'id': '370', 'type': 'identifier', 'children': [], 'value': 'r'}, {'id': '371', 'type': 'identifier', 'children': [], 'value': 'text'}; {'id': '372', 'type': 'for_statement', 'children': ['373', '376', '381']}, {'id': '373', 'type': 'pattern_list', 'children': ['374', '375']}; {'id': '374', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '375', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '376', 'type': 'call', 'children': ['377', '380']}, {'id': '377', 'type': 'attribute', 'children': ['378', '379']}; {'id': '378', 'type': 'identifier', 'children': [], 'value': 'db_answer'}, {'id': '379', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '380', 'type': 'argument_list', 'children': []}, {'id': '381', 'type': 'block', 'children': ['382']}; {'id': '382', 'type': 'expression_statement', 'children': ['383']}, {'id': '383', 'type': 'call', 'children': ['384', '385']}; {'id': '384', 'type': 'identifier', 'children': [], 'value': 'print'}, {'id': '385', 'type': 'argument_list', 'children': ['386']}; {'id': '386', 'type': 'call', 'children': ['387', '390']}, {'id': '387', 'type': 'attribute', 'children': ['388', '389']}; {'id': '388', 'type': 'string', 'children': [], 'value': '" -> {}: {}"'}, {'id': '389', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '390', 'type': 'argument_list', 'children': ['391', '392']}, {'id': '391', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '392', 'type': 'identifier', 'children': [], 'value': 'value'}, {'id': '393', 'type': 'if_statement', 'children': ['394', '399', '405']}; {'id': '394', 'type': 'comparison_operator', 'children': ['395', '398'], 'value': '=='}, {'id': '395', 'type': 'subscript', 'children': ['396', '397']}; {'id': '396', 'type': 'identifier', 'children': [], 'value': 'db_answer'}, {'id': '397', 'type': 'string', 'children': [], 'value': "'Result'"}; {'id': '398', 'type': 'string', 'children': [], 'value': "'OK'"}, {'id': '399', 'type': 'block', 'children': ['400']}; {'id': '400', 'type': 'expression_statement', 'children': ['401']}, {'id': '401', 'type': 'call', 'children': ['402', '403']}; {'id': '402', 'type': 'identifier', 'children': [], 'value': 'print'}, {'id': '403', 'type': 'argument_list', 'children': ['404']}; {'id': '404', 'type': 'string', 'children': [], 'value': '"Upload successful."'}, {'id': '405', 'type': 'else_clause', 'children': ['406']}; {'id': '406', 'type': 'block', 'children': ['407']}, {'id': '407', 'type': 'expression_statement', 'children': ['408']}; {'id': '408', 'type': 'call', 'children': ['409', '412']}, {'id': '409', 'type': 'attribute', 'children': ['410', '411']}; {'id': '410', 'type': 'identifier', 'children': [], 'value': 'log'}, {'id': '411', 'type': 'identifier', 'children': [], 'value': 'critical'}; {'id': '412', 'type': 'argument_list', 'children': ['413']}, {'id': '413', 'type': 'string', 'children': [], 'value': '"Something went wrong."'}; {'id': '414', 'type': 'else_clause', 'children': ['415']}, {'id': '415', 'type': 'block', 'children': ['416', '430', '437']}; {'id': '416', 'type': 'expression_statement', 'children': ['417']}, {'id': '417', 'type': 'call', 'children': ['418', '421']}; {'id': '418', 'type': 'attribute', 'children': ['419', '420']}, {'id': '419', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '420', 'type': 'identifier', 'children': [], 'value': 'error'}, {'id': '421', 'type': 'argument_list', 'children': ['422']}; {'id': '422', 'type': 'call', 'children': ['423', '426']}, {'id': '423', 'type': 'attribute', 'children': ['424', '425']}; {'id': '424', 'type': 'string', 'children': [], 'value': '"POST request status code: {}"'}, {'id': '425', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '426', 'type': 'argument_list', 'children': ['427']}, {'id': '427', 'type': 'attribute', 'children': ['428', '429']}; {'id': '428', 'type': 'identifier', 'children': [], 'value': 'r'}, {'id': '429', 'type': 'identifier', 'children': [], 'value': 'status_code'}; {'id': '430', 'type': 'expression_statement', 'children': ['431']}, {'id': '431', 'type': 'call', 'children': ['432', '435']}; {'id': '432', 'type': 'attribute', 'children': ['433', '434']}, {'id': '433', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '434', 'type': 'identifier', 'children': [], 'value': 'critical'}, {'id': '435', 'type': 'argument_list', 'children': ['436']}; {'id': '436', 'type': 'string', 'children': [], 'value': '"Something went wrong..."'}, {'id': '437', 'type': 'return_statement', 'children': []}
def upload_runsummary(csv_filename, dryrun=False): print("Checking '{}' for consistency.".format(csv_filename)) if not os.path.exists(csv_filename): log.critical("{} -> file not found.".format(csv_filename)) return try: df = pd.read_csv(csv_filename, sep='\t') except pd.errors.EmptyDataError as e: log.error(e) return cols = set(df.columns) if not REQUIRED_COLUMNS.issubset(cols): log.error( "Missing columns: {}.".format( ', '.join(str(c) for c in REQUIRED_COLUMNS - cols) ) ) return parameters = cols - REQUIRED_COLUMNS if len(parameters) < 1: log.error("No parameter columns found.") return if len(df) == 0: log.critical("Empty dataset.") return print( "Found data for parameters: {}.".format( ', '.join(str(c) for c in parameters) ) ) print("Converting CSV data into JSON") if dryrun: log.warn("Dryrun: adding 'TEST_' prefix to parameter names") prefix = "TEST_" else: prefix = "" data = convert_runsummary_to_json(df, prefix=prefix) print("We have {:.3f} MB to upload.".format(len(data) / 1024**2)) print("Requesting database session.") db = kp.db.DBManager() if kp.db.we_are_in_lyon(): session_cookie = "sid=_kmcprod_134.158_lyo7783844001343100343mcprod1223user" else: session_cookie = kp.config.Config().get('DB', 'session_cookie') if session_cookie is None: raise SystemExit("Could not restore DB session.") log.debug("Using the session cookie: {}".format(session_cookie)) cookie_key, sid = session_cookie.split('=') print("Uploading the data to the database.") r = requests.post( RUNSUMMARY_URL, cookies={cookie_key: sid}, files={'datafile': data} ) if r.status_code == 200: log.debug("POST request status code: {}".format(r.status_code)) print("Database response:") db_answer = json.loads(r.text) for key, value in db_answer.items(): print(" -> {}: {}".format(key, value)) if db_answer['Result'] == 'OK': print("Upload successful.") else: log.critical("Something went wrong.") else: log.error("POST request status code: {}".format(r.status_code)) log.critical("Something went wrong...") return
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{'id': '32', 'type': 'block', 'children': ['33', '42', '51']}, {'id': '33', 'type': 'expression_statement', 'children': ['34']}; {'id': '34', 'type': 'assignment', 'children': ['35', '36']}, {'id': '35', 'type': 'identifier', 'children': [], 'value': 'details'}; {'id': '36', 'type': 'call', 'children': ['37', '38']}, {'id': '37', 'type': 'identifier', 'children': [], 'value': 'get_on_tmdb'}; {'id': '38', 'type': 'argument_list', 'children': ['39']}, {'id': '39', 'type': 'binary_operator', 'children': ['40', '41'], 'value': '%'}; {'id': '40', 'type': 'string', 'children': [], 'value': "u'/movie/%d'"}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'tmdb_id'}; {'id': '42', 'type': 'expression_statement', 'children': ['43']}, {'id': '43', 'type': 'assignment', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'cast'}, {'id': '45', 'type': 'call', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'get_on_tmdb'}, {'id': '47', 'type': 'argument_list', 'children': ['48']}; 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{'id': '112', 'type': 'comparison_operator', 'children': ['113', '116'], 'value': '=='}, {'id': '113', 'type': 'subscript', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'x'}, {'id': '115', 'type': 'string', 'children': [], 'value': "'department'"}; {'id': '116', 'type': 'string', 'children': [], 'value': "'Directing'"}, {'id': '117', 'type': 'comparison_operator', 'children': ['118', '121'], 'value': '=='}; {'id': '118', 'type': 'subscript', 'children': ['119', '120']}, {'id': '119', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '120', 'type': 'string', 'children': [], 'value': "'job'"}, {'id': '121', 'type': 'string', 'children': [], 'value': "'Director'"}; {'id': '122', 'type': 'pair', 'children': ['123', '124']}, {'id': '123', 'type': 'string', 'children': [], 'value': "'writers'"}; {'id': '124', 'type': 'list_comprehension', 'children': ['125', '128', '133']}, {'id': '125', 'type': 'subscript', 'children': ['126', '127']}; 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{'id': '158', 'type': 'subscript', 'children': ['159', '160']}, {'id': '159', 'type': 'identifier', 'children': [], 'value': 'details'}; {'id': '160', 'type': 'string', 'children': [], 'value': "'genres'"}, {'id': '161', 'type': 'pair', 'children': ['162', '163']}; {'id': '162', 'type': 'string', 'children': [], 'value': "'countries'"}, {'id': '163', 'type': 'list_comprehension', 'children': ['164', '167']}; {'id': '164', 'type': 'subscript', 'children': ['165', '166']}, {'id': '165', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '166', 'type': 'string', 'children': [], 'value': "'name'"}, {'id': '167', 'type': 'for_in_clause', 'children': ['168', '169']}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'x'}, {'id': '169', 'type': 'subscript', 'children': ['170', '171']}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'details'}, {'id': '171', 'type': 'string', 'children': [], 'value': "'production_countries'"}; {'id': '172', 'type': 'pair', 'children': ['173', '174']}, {'id': '173', 'type': 'string', 'children': [], 'value': "'tmdb_votes'"}; 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def get_movie(tmdb_id): redis_key = 'm_%s' % tmdb_id cached = redis_ro_conn.get(redis_key) if cached: return Response(cached) else: try: details = get_on_tmdb(u'/movie/%d' % tmdb_id) cast = get_on_tmdb(u'/movie/%d/casts' % tmdb_id) alternative = get_on_tmdb(u'/movie/%d/alternative_titles' % tmdb_id) except requests.HTTPError as err: return Response('TMDB API error: %s' % str(err), status=err.response.status_code) movie = {'title': details['original_title'], 'score': details['popularity'], 'directors': [x['name'] for x in cast['crew'] if x['department'] == 'Directing' and x['job'] == 'Director'], 'writers': [x['name'] for x in cast['crew'] if x['department'] == 'Writing'], 'cast': [x['name'] for x in cast['cast']], 'genres': [x['name'] for x in details['genres']], 'countries': [x['name'] for x in details['production_countries']], 'tmdb_votes': int(round(details.get('vote_average', 0) * 0.5)), '_tmdb_id': tmdb_id} if details.get('release_date'): movie['year'] = datetime.strptime(details['release_date'], '%Y-%m-%d').year if details.get('belongs_to_collection'): movie['collection'] = details['belongs_to_collection']['name'] for alt in alternative['titles']: movie['title_%s' % alt['iso_3166_1'].lower()] = alt['title'] json_response = json.dumps({'movie': movie}) redis_conn.setex(redis_key, app.config['CACHE_TTL'], json_response) return Response(json_response)
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{'id': '16', 'type': 'identifier', 'children': [], 'value': 'formatter'}, {'id': '17', 'type': 'call', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'Formatter'}, {'id': '19', 'type': 'argument_list', 'children': []}; {'id': '20', 'type': 'expression_statement', 'children': ['21']}, {'id': '21', 'type': 'assignment', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'fields'}, {'id': '23', 'type': 'list_comprehension', 'children': ['24', '27', '35']}; {'id': '24', 'type': 'subscript', 'children': ['25', '26']}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '26', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '27', 'type': 'for_in_clause', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'x'}, {'id': '29', 'type': 'call', 'children': ['30', '33']}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'formatter'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'parse'}, {'id': '33', 'type': 'argument_list', 'children': ['34']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'format_string'}, {'id': '35', 'type': 'if_clause', 'children': ['36']}; {'id': '36', 'type': 'comparison_operator', 'children': ['37', '40'], 'value': 'is'}, {'id': '37', 'type': 'subscript', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'x'}, {'id': '39', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '40', 'type': 'None', 'children': []}, {'id': '41', 'type': 'expression_statement', 'children': ['42']}; {'id': '42', 'type': 'assignment', 'children': ['43', '44']}, {'id': '43', 'type': 'identifier', 'children': [], 'value': 'prepared_env'}; {'id': '44', 'type': 'dictionary', 'children': []}, {'id': '45', 'type': 'for_statement', 'children': ['46', '47', '48']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'field'}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'fields'}; {'id': '48', 'type': 'block', 'children': ['49', '113', '126']}, {'id': '49', 'type': 'for_statement', 'children': ['50', '51', '65', '107']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'field_alt'}, {'id': '51', 'type': 'generator_expression', 'children': ['52', '57']}; {'id': '52', 'type': 'call', 'children': ['53', '56']}, {'id': '53', 'type': 'attribute', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'x'}, {'id': '55', 'type': 'identifier', 'children': [], 'value': 'strip'}; {'id': '56', 'type': 'argument_list', 'children': []}, {'id': '57', 'type': 'for_in_clause', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'x'}, {'id': '59', 'type': 'call', 'children': ['60', '63']}; {'id': '60', 'type': 'attribute', 'children': ['61', '62']}, {'id': '61', 'type': 'identifier', 'children': [], 'value': 'field'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'split'}, {'id': '63', 'type': 'argument_list', 'children': ['64']}; {'id': '64', 'type': 'string', 'children': [], 'value': "'|'"}, {'id': '65', 'type': 'block', 'children': ['66', '101']}; {'id': '66', 'type': 'if_statement', 'children': ['67', '79', '90']}, {'id': '67', 'type': 'boolean_operator', 'children': ['68', '73'], 'value': 'and'}; {'id': '68', 'type': 'comparison_operator', 'children': ['69', '72'], 'value': 'in'}, {'id': '69', 'type': 'subscript', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'field_alt'}, {'id': '71', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '72', 'type': 'string', 'children': [], 'value': '\'\\\'"\''}, {'id': '73', 'type': 'comparison_operator', 'children': ['74', '78'], 'value': 'in'}; {'id': '74', 'type': 'subscript', 'children': ['75', '76']}, {'id': '75', 'type': 'identifier', 'children': [], 'value': 'field_alt'}; {'id': '76', 'type': 'unary_operator', 'children': ['77'], 'value': '-'}, {'id': '77', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '78', 'type': 'string', 'children': [], 'value': '\'\\\'"\''}, {'id': '79', 'type': 'block', 'children': ['80']}; {'id': '80', 'type': 'expression_statement', 'children': ['81']}, {'id': '81', 'type': 'assignment', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'field_values'}, {'id': '83', 'type': 'subscript', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'field_alt'}, {'id': '85', 'type': 'slice', 'children': ['86', '87', '88']}; {'id': '86', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '87', 'type': 'colon', 'children': []}; {'id': '88', 'type': 'unary_operator', 'children': ['89'], 'value': '-'}, {'id': '89', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '90', 'type': 'else_clause', 'children': ['91']}, {'id': '91', 'type': 'block', 'children': ['92']}; {'id': '92', 'type': 'expression_statement', 'children': ['93']}, {'id': '93', 'type': 'assignment', 'children': ['94', '95']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'field_values'}, {'id': '95', 'type': 'call', 'children': ['96', '99']}; {'id': '96', 'type': 'attribute', 'children': ['97', '98']}, {'id': '97', 'type': 'identifier', 'children': [], 'value': 'env'}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'get'}, {'id': '99', 'type': 'argument_list', 'children': ['100']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'field_alt'}, {'id': '101', 'type': 'if_statement', 'children': ['102', '105']}; {'id': '102', 'type': 'comparison_operator', 'children': ['103', '104'], 'value': 'is'}, {'id': '103', 'type': 'identifier', 'children': [], 'value': 'field_values'}; {'id': '104', 'type': 'None', 'children': []}, {'id': '105', 'type': 'block', 'children': ['106']}; {'id': '106', 'type': 'break_statement', 'children': []}, {'id': '107', 'type': 'else_clause', 'children': ['108']}; {'id': '108', 'type': 'block', 'children': ['109']}, {'id': '109', 'type': 'expression_statement', 'children': ['110']}; {'id': '110', 'type': 'assignment', 'children': ['111', '112']}, {'id': '111', 'type': 'identifier', 'children': [], 'value': 'field_values'}; {'id': '112', 'type': 'list', 'children': [], 'value': '[]'}, {'id': '113', 'type': 'if_statement', 'children': ['114', '120']}; {'id': '114', 'type': 'not_operator', 'children': ['115']}, {'id': '115', 'type': 'call', 'children': ['116', '117']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'isinstance'}, {'id': '117', 'type': 'argument_list', 'children': ['118', '119']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'field_values'}, {'id': '119', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '120', 'type': 'block', 'children': ['121']}, {'id': '121', 'type': 'expression_statement', 'children': ['122']}; {'id': '122', 'type': 'assignment', 'children': ['123', '124']}, {'id': '123', 'type': 'identifier', 'children': [], 'value': 'field_values'}; {'id': '124', 'type': 'list', 'children': ['125'], 'value': '[field_values]'}, {'id': '125', 'type': 'identifier', 'children': [], 'value': 'field_values'}; {'id': '126', 'type': 'expression_statement', 'children': ['127']}, {'id': '127', 'type': 'assignment', 'children': ['128', '131']}; {'id': '128', 'type': 'subscript', 'children': ['129', '130']}, {'id': '129', 'type': 'identifier', 'children': [], 'value': 'prepared_env'}; {'id': '130', 'type': 'identifier', 'children': [], 'value': 'field'}, {'id': '131', 'type': 'call', 'children': ['132', '133']}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'wrapper'}, {'id': '133', 'type': 'argument_list', 'children': ['134', '135']}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'field_alt'}, {'id': '135', 'type': 'identifier', 'children': [], 'value': 'field_values'}; {'id': '136', 'type': 'return_statement', 'children': ['137']}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'prepared_env'}
def parse_pattern(format_string, env, wrapper=lambda x, y: y): formatter = Formatter() fields = [x[1] for x in formatter.parse(format_string) if x[1] is not None] prepared_env = {} for field in fields: for field_alt in (x.strip() for x in field.split('|')): if field_alt[0] in '\'"' and field_alt[-1] in '\'"': field_values = field_alt[1:-1] else: field_values = env.get(field_alt) if field_values is not None: break else: field_values = [] if not isinstance(field_values, list): field_values = [field_values] prepared_env[field] = wrapper(field_alt, field_values) return prepared_env
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '26']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'calibrate_dom'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '10', '13', '16', '19', '22']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'dom_id'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'detector'}, {'id': '7', 'type': 'default_parameter', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'livetime'}, {'id': '9', 'type': 'None', 'children': []}; {'id': '10', 'type': 'default_parameter', 'children': ['11', '12']}, {'id': '11', 'type': 'identifier', 'children': [], 'value': 'fit_ang_dist'}; {'id': '12', 'type': 'False', 'children': []}, {'id': '13', 'type': 'default_parameter', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'scale_mc_to_data'}, {'id': '15', 'type': 'True', 'children': []}; {'id': '16', 'type': 'default_parameter', 'children': ['17', '18']}, {'id': '17', 'type': 'identifier', 'children': [], 'value': 'ad_fit_shape'}; {'id': '18', 'type': 'string', 'children': [], 'value': "'pexp'"}, {'id': '19', 'type': 'default_parameter', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'fit_background'}, {'id': '21', 'type': 'True', 'children': []}; {'id': '22', 'type': 'default_parameter', 'children': ['23', '24']}, {'id': '23', 'type': 'identifier', 'children': [], 'value': 'ctmin'}; {'id': '24', 'type': 'unary_operator', 'children': ['25'], 'value': '-'}, {'id': '25', 'type': 'float', 'children': [], 'value': '1.'}; {'id': '26', 'type': 'block', 'children': ['27', '89', '108', '116', '125', '133', '141', '149', '175', '195', '199', '290', '308', '317', '326', '336', '347', '358', '368', '379', '388', '455']}, {'id': '27', 'type': 'if_statement', 'children': ['28', '33']}; {'id': '28', 'type': 'call', 'children': ['29', '30']}, {'id': '29', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '30', 'type': 'argument_list', 'children': ['31', '32']}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'str'}, {'id': '33', 'type': 'block', 'children': ['34', '38', '48']}; {'id': '34', 'type': 'expression_statement', 'children': ['35']}, {'id': '35', 'type': 'assignment', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'filename'}, {'id': '37', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '38', 'type': 'expression_statement', 'children': ['39']}, {'id': '39', 'type': 'assignment', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'loaders'}, {'id': '41', 'type': 'dictionary', 'children': ['42', '45']}; {'id': '42', 'type': 'pair', 'children': ['43', '44']}, {'id': '43', 'type': 'string', 'children': [], 'value': "'.h5'"}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'load_k40_coincidences_from_hdf5'}, {'id': '45', 'type': 'pair', 'children': ['46', '47']}; {'id': '46', 'type': 'string', 'children': [], 'value': "'.root'"}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'load_k40_coincidences_from_rootfile'}; {'id': '48', 'type': 'try_statement', 'children': ['49', '65', '77']}, {'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': 'loader'}, {'id': '53', 'type': 'subscript', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'loaders'}, {'id': '55', 'type': 'subscript', 'children': ['56', '64']}; {'id': '56', 'type': 'call', 'children': ['57', '62']}, {'id': '57', 'type': 'attribute', 'children': ['58', '61']}; {'id': '58', 'type': 'attribute', 'children': ['59', '60']}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'path'}, {'id': '61', 'type': 'identifier', 'children': [], 'value': 'splitext'}; {'id': '62', 'type': 'argument_list', 'children': ['63']}, {'id': '63', 'type': 'identifier', 'children': [], 'value': 'filename'}; {'id': '64', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '65', 'type': 'except_clause', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'KeyError'}, {'id': '67', 'type': 'block', 'children': ['68', '75']}; {'id': '68', 'type': 'expression_statement', 'children': ['69']}, {'id': '69', 'type': 'call', 'children': ['70', '73']}; {'id': '70', 'type': 'attribute', 'children': ['71', '72']}, {'id': '71', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'critical'}, {'id': '73', 'type': 'argument_list', 'children': ['74']}; {'id': '74', 'type': 'string', 'children': [], 'value': "'File format not supported.'"}, {'id': '75', 'type': 'raise_statement', 'children': ['76']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'IOError'}, {'id': '77', 'type': 'else_clause', 'children': ['78']}; {'id': '78', 'type': 'block', 'children': ['79']}, {'id': '79', 'type': 'expression_statement', 'children': ['80']}; {'id': '80', 'type': 'assignment', 'children': ['81', '84']}, {'id': '81', 'type': 'pattern_list', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'data'}, {'id': '83', 'type': 'identifier', 'children': [], 'value': 'livetime'}; {'id': '84', 'type': 'call', 'children': ['85', '86']}, {'id': '85', 'type': 'identifier', 'children': [], 'value': 'loader'}; {'id': '86', 'type': 'argument_list', 'children': ['87', '88']}, {'id': '87', 'type': 'identifier', 'children': [], 'value': 'filename'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'dom_id'}, {'id': '89', 'type': 'expression_statement', 'children': ['90']}; {'id': '90', 'type': 'assignment', 'children': ['91', '92']}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 'combs'}; {'id': '92', 'type': 'call', 'children': ['93', '96']}, {'id': '93', 'type': 'attribute', 'children': ['94', '95']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'np'}, {'id': '95', 'type': 'identifier', 'children': [], 'value': 'array'}; {'id': '96', 'type': 'argument_list', 'children': ['97']}, {'id': '97', 'type': 'call', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'list'}, {'id': '99', 'type': 'argument_list', 'children': ['100']}; {'id': '100', 'type': 'call', 'children': ['101', '102']}, {'id': '101', 'type': 'identifier', 'children': [], 'value': 'combinations'}; {'id': '102', 'type': 'argument_list', 'children': ['103', '107']}, {'id': '103', 'type': 'call', 'children': ['104', '105']}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'range'}, {'id': '105', 'type': 'argument_list', 'children': ['106']}; {'id': '106', 'type': 'integer', 'children': [], 'value': '31'}, {'id': '107', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '108', 'type': 'expression_statement', 'children': ['109']}, {'id': '109', 'type': 'assignment', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'angles'}, {'id': '111', 'type': 'call', 'children': ['112', '113']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'calculate_angles'}, {'id': '113', 'type': 'argument_list', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'detector'}, {'id': '115', 'type': 'identifier', 'children': [], 'value': 'combs'}; {'id': '116', 'type': 'expression_statement', 'children': ['117']}, {'id': '117', 'type': 'assignment', 'children': ['118', '119']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'cos_angles'}, {'id': '119', 'type': 'call', 'children': ['120', '123']}; {'id': '120', 'type': 'attribute', 'children': ['121', '122']}, {'id': '121', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'cos'}, {'id': '123', 'type': 'argument_list', 'children': ['124']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'angles'}, {'id': '125', 'type': 'expression_statement', 'children': ['126']}; {'id': '126', 'type': 'assignment', 'children': ['127', '128']}, {'id': '127', 'type': 'identifier', 'children': [], 'value': 'angles'}; {'id': '128', 'type': 'subscript', 'children': ['129', '130']}, {'id': '129', 'type': 'identifier', 'children': [], 'value': 'angles'}; {'id': '130', 'type': 'comparison_operator', 'children': ['131', '132'], 'value': '>='}, {'id': '131', 'type': 'identifier', 'children': [], 'value': 'cos_angles'}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'ctmin'}, {'id': '133', 'type': 'expression_statement', 'children': ['134']}; {'id': '134', 'type': 'assignment', 'children': ['135', '136']}, {'id': '135', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '136', 'type': 'subscript', 'children': ['137', '138']}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '138', 'type': 'comparison_operator', 'children': ['139', '140'], 'value': '>='}, {'id': '139', 'type': 'identifier', 'children': [], 'value': 'cos_angles'}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'ctmin'}, {'id': '141', 'type': 'expression_statement', 'children': ['142']}; {'id': '142', 'type': 'assignment', 'children': ['143', '144']}, {'id': '143', 'type': 'identifier', 'children': [], 'value': 'combs'}; {'id': '144', 'type': 'subscript', 'children': ['145', '146']}, {'id': '145', 'type': 'identifier', 'children': [], 'value': 'combs'}; {'id': '146', 'type': 'comparison_operator', 'children': ['147', '148'], 'value': '>='}, {'id': '147', 'type': 'identifier', 'children': [], 'value': 'cos_angles'}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'ctmin'}, {'id': '149', 'type': 'try_statement', 'children': ['150', '171']}; {'id': '150', 'type': 'block', 'children': ['151', '162']}, {'id': '151', 'type': 'expression_statement', 'children': ['152']}; {'id': '152', 'type': 'assignment', 'children': ['153', '154']}, {'id': '153', 'type': 'identifier', 'children': [], 'value': 'fit_res'}; {'id': '154', 'type': 'call', 'children': ['155', '156']}, {'id': '155', 'type': 'identifier', 'children': [], 'value': 'fit_delta_ts'}; {'id': '156', 'type': 'argument_list', 'children': ['157', '158', '159']}, {'id': '157', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '158', 'type': 'identifier', 'children': [], 'value': 'livetime'}, {'id': '159', 'type': 'keyword_argument', 'children': ['160', '161']}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'fit_background'}, {'id': '161', 'type': 'identifier', 'children': [], 'value': 'fit_background'}; {'id': '162', 'type': 'expression_statement', 'children': ['163']}, {'id': '163', 'type': 'assignment', 'children': ['164', '170']}; {'id': '164', 'type': 'pattern_list', 'children': ['165', '166', '167', '168', '169']}, {'id': '165', 'type': 'identifier', 'children': [], 'value': 'rates'}; {'id': '166', 'type': 'identifier', 'children': [], 'value': 'means'}, {'id': '167', 'type': 'identifier', 'children': [], 'value': 'sigmas'}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'popts'}, {'id': '169', 'type': 'identifier', 'children': [], 'value': 'pcovs'}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'fit_res'}, {'id': '171', 'type': 'except_clause', 'children': ['172']}; {'id': '172', 'type': 'block', 'children': ['173']}, {'id': '173', 'type': 'return_statement', 'children': ['174']}; {'id': '174', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '175', 'type': 'expression_statement', 'children': ['176']}; {'id': '176', 'type': 'assignment', 'children': ['177', '178']}, {'id': '177', 'type': 'identifier', 'children': [], 'value': 'rate_errors'}; {'id': '178', 'type': 'call', 'children': ['179', '182']}, {'id': '179', 'type': 'attribute', 'children': ['180', '181']}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'np'}, {'id': '181', 'type': 'identifier', 'children': [], 'value': 'array'}; {'id': '182', 'type': 'argument_list', 'children': ['183']}, {'id': '183', 'type': 'list_comprehension', 'children': ['184', '192']}; {'id': '184', 'type': 'subscript', 'children': ['185', '191']}, {'id': '185', 'type': 'call', 'children': ['186', '189']}; {'id': '186', 'type': 'attribute', 'children': ['187', '188']}, {'id': '187', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '188', 'type': 'identifier', 'children': [], 'value': 'diag'}, {'id': '189', 'type': 'argument_list', 'children': ['190']}; {'id': '190', 'type': 'identifier', 'children': [], 'value': 'pc'}, {'id': '191', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '192', 'type': 'for_in_clause', 'children': ['193', '194']}, {'id': '193', 'type': 'identifier', 'children': [], 'value': 'pc'}; {'id': '194', 'type': 'identifier', 'children': [], 'value': 'pcovs'}, {'id': '195', 'type': 'expression_statement', 'children': ['196']}; {'id': '196', 'type': 'assignment', 'children': ['197', '198']}, {'id': '197', 'type': 'identifier', 'children': [], 'value': 'scale_factor'}; {'id': '198', 'type': 'None', 'children': []}, {'id': '199', 'type': 'if_statement', 'children': ['200', '201', '221']}; {'id': '200', 'type': 'identifier', 'children': [], 'value': 'fit_ang_dist'}, {'id': '201', 'type': 'block', 'children': ['202', '214']}; {'id': '202', 'type': 'expression_statement', 'children': ['203']}, {'id': '203', 'type': 'assignment', 'children': ['204', '205']}; {'id': '204', 'type': 'identifier', 'children': [], 'value': 'fit_res'}, {'id': '205', 'type': 'call', 'children': ['206', '207']}; {'id': '206', 'type': 'identifier', 'children': [], 'value': 'fit_angular_distribution'}, {'id': '207', 'type': 'argument_list', 'children': ['208', '209', '210', '211']}; {'id': '208', 'type': 'identifier', 'children': [], 'value': 'angles'}, {'id': '209', 'type': 'identifier', 'children': [], 'value': 'rates'}; {'id': '210', 'type': 'identifier', 'children': [], 'value': 'rate_errors'}, {'id': '211', 'type': 'keyword_argument', 'children': ['212', '213']}; {'id': '212', 'type': 'identifier', 'children': [], 'value': 'shape'}, {'id': '213', 'type': 'identifier', 'children': [], 'value': 'ad_fit_shape'}; {'id': '214', 'type': 'expression_statement', 'children': ['215']}, {'id': '215', 'type': 'assignment', 'children': ['216', '220']}; 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def calibrate_dom( dom_id, data, detector, livetime=None, fit_ang_dist=False, scale_mc_to_data=True, ad_fit_shape='pexp', fit_background=True, ctmin=-1. ): if isinstance(data, str): filename = data loaders = { '.h5': load_k40_coincidences_from_hdf5, '.root': load_k40_coincidences_from_rootfile } try: loader = loaders[os.path.splitext(filename)[1]] except KeyError: log.critical('File format not supported.') raise IOError else: data, livetime = loader(filename, dom_id) combs = np.array(list(combinations(range(31), 2))) angles = calculate_angles(detector, combs) cos_angles = np.cos(angles) angles = angles[cos_angles >= ctmin] data = data[cos_angles >= ctmin] combs = combs[cos_angles >= ctmin] try: fit_res = fit_delta_ts(data, livetime, fit_background=fit_background) rates, means, sigmas, popts, pcovs = fit_res except: return 0 rate_errors = np.array([np.diag(pc)[2] for pc in pcovs]) scale_factor = None if fit_ang_dist: fit_res = fit_angular_distribution( angles, rates, rate_errors, shape=ad_fit_shape ) fitted_rates, exp_popts, exp_pcov = fit_res else: mc_fitted_rates = exponential_polinomial(np.cos(angles), *MC_ANG_DIST) if scale_mc_to_data: scale_factor = np.mean(rates[angles < 1.5]) / \ np.mean(mc_fitted_rates[angles < 1.5]) else: scale_factor = 1. fitted_rates = mc_fitted_rates * scale_factor exp_popts = [] exp_pcov = [] print('Using angular distribution from Monte Carlo') if not fit_background: minimize_weights = calculate_weights(fitted_rates, data) else: minimize_weights = fitted_rates opt_t0s = minimize_t0s(means, minimize_weights, combs) opt_sigmas = minimize_sigmas(sigmas, minimize_weights, combs) opt_qes = minimize_qes(fitted_rates, rates, minimize_weights, combs) corrected_means = correct_means(means, opt_t0s.x, combs) corrected_rates = correct_rates(rates, opt_qes.x, combs) rms_means, rms_corrected_means = calculate_rms_means( means, corrected_means ) rms_rates, rms_corrected_rates = calculate_rms_rates( rates, fitted_rates, corrected_rates ) cos_angles = np.cos(angles) return_data = { 'opt_t0s': opt_t0s, 'opt_qes': opt_qes, 'data': data, 'means': means, 'rates': rates, 'fitted_rates': fitted_rates, 'angles': angles, 'corrected_means': corrected_means, 'corrected_rates': corrected_rates, 'rms_means': rms_means, 'rms_corrected_means': rms_corrected_means, 'rms_rates': rms_rates, 'rms_corrected_rates': rms_corrected_rates, 'gaussian_popts': popts, 'livetime': livetime, 'exp_popts': exp_popts, 'exp_pcov': exp_pcov, 'scale_factor': scale_factor, 'opt_sigmas': opt_sigmas, 'sigmas': sigmas, 'combs': combs } return return_data
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{'id': '252', 'type': 'return_statement', 'children': ['253']}, {'id': '253', 'type': 'expression_list', 'children': ['254', '255', '256', '257']}; {'id': '254', 'type': 'identifier', 'children': [], 'value': 'segments'}, {'id': '255', 'type': 'identifier', 'children': [], 'value': 'bipa_analysis'}; {'id': '256', 'type': 'identifier', 'children': [], 'value': 'sc_analysis'}, {'id': '257', 'type': 'identifier', 'children': [], 'value': 'analysis'}
def analyze(segments, analysis, lookup=dict(bipa={}, dolgo={})): if not segments: raise ValueError('Empty sequence.') if not [segment for segment in segments if segment.strip()]: raise ValueError('No information in the sequence.') try: bipa_analysis, sc_analysis = [], [] for s in segments: a = lookup['bipa'].get(s) if a is None: a = lookup['bipa'].setdefault(s, BIPA[s]) bipa_analysis.append(a) sc = lookup['dolgo'].get(s) if sc is None: sc = lookup['dolgo'].setdefault(s, BIPA.translate(s, DOLGO)) sc_analysis.append(sc) except: print(segments) raise for sound_bipa, sound_class in zip(bipa_analysis, sc_analysis): if isinstance(sound_bipa, pyclts.models.UnknownSound) or sound_class == '?': analysis.general_errors += 1 for segment, sound_bipa, sound_class in zip(segments, bipa_analysis, sc_analysis): analysis.segments.update([segment]) if isinstance(sound_bipa, pyclts.models.UnknownSound): analysis.bipa_errors.add(segment) else: analysis.replacements[sound_bipa.source].add(sound_bipa.__unicode__()) if sound_class == '?': analysis.sclass_errors.add(segment) return segments, bipa_analysis, sc_analysis, analysis
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{'id': '64', 'type': 'string', 'children': [], 'value': "'channel'"}, {'id': '65', 'type': 'string', 'children': [], 'value': "'control'"}; {'id': '66', 'type': 'expression_statement', 'children': ['67']}, {'id': '67', 'type': 'assignment', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'limits_tree'}, {'id': '69', 'type': 'call', 'children': ['70', '73']}; {'id': '70', 'type': 'attribute', 'children': ['71', '72']}, {'id': '71', 'type': 'identifier', 'children': [], 'value': 'etree'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'parse'}, {'id': '73', 'type': 'argument_list', 'children': ['74']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'limits_file'}, {'id': '75', 'type': 'expression_statement', 'children': ['76']}; {'id': '76', 'type': 'assignment', 'children': ['77', '78']}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'lims'}; {'id': '78', 'type': 'list', 'children': [], 'value': '[]'}, {'id': '79', 'type': 'for_statement', 'children': ['80', '83', '91']}; {'id': '80', 'type': 'pattern_list', 'children': ['81', '82']}, {'id': '81', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'lim'}, {'id': '83', 'type': 'call', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'enumerate'}, {'id': '85', 'type': 'argument_list', 'children': ['86']}; {'id': '86', 'type': 'call', 'children': ['87', '90']}, {'id': '87', 'type': 'attribute', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'limits_tree'}, {'id': '89', 'type': 'identifier', 'children': [], 'value': 'getroot'}; {'id': '90', 'type': 'argument_list', 'children': []}, {'id': '91', 'type': 'block', 'children': ['92', '113']}; {'id': '92', 'type': 'if_statement', 'children': ['93', '98']}, {'id': '93', 'type': 'comparison_operator', 'children': ['94', '97'], 'value': '!='}; {'id': '94', 'type': 'attribute', 'children': ['95', '96']}, {'id': '95', 'type': 'identifier', 'children': [], 'value': 'lim'}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'tag'}, {'id': '97', 'type': 'string', 'children': [], 'value': "'limit'"}; {'id': '98', 'type': 'block', 'children': ['99', '112']}, {'id': '99', 'type': 'expression_statement', 'children': ['100']}; {'id': '100', 'type': 'call', 'children': ['101', '104']}, {'id': '101', 'type': 'attribute', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'warnings'}, {'id': '103', 'type': 'identifier', 'children': [], 'value': 'warn'}; {'id': '104', 'type': 'argument_list', 'children': ['105']}, {'id': '105', 'type': 'binary_operator', 'children': ['106', '107'], 'value': '%'}; {'id': '106', 'type': 'string', 'children': [], 'value': '"Unrecognized tag %r in limits file at index %d"'}, {'id': '107', 'type': 'tuple', 'children': ['108', '111']}; {'id': '108', 'type': 'attribute', 'children': ['109', '110']}, {'id': '109', 'type': 'identifier', 'children': [], 'value': 'lim'}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'tag'}, {'id': '111', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '112', 'type': 'continue_statement', 'children': []}, {'id': '113', 'type': 'try_statement', 'children': ['114', '127']}; {'id': '114', 'type': 'block', 'children': ['115']}, {'id': '115', 'type': 'expression_statement', 'children': ['116']}; {'id': '116', 'type': 'call', 'children': ['117', '120']}, {'id': '117', 'type': 'attribute', 'children': ['118', '119']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'lims'}, {'id': '119', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '120', 'type': 'argument_list', 'children': ['121']}, {'id': '121', 'type': 'call', 'children': ['122', '123']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'parse_limit_node'}, {'id': '123', 'type': 'argument_list', 'children': ['124', '125', '126']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'db'}, {'id': '125', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'lim'}, {'id': '127', 'type': 'except_clause', 'children': ['128', '132']}; {'id': '128', 'type': 'as_pattern', 'children': ['129', '130']}, {'id': '129', 'type': 'identifier', 'children': [], 'value': 'Exception'}; {'id': '130', 'type': 'as_pattern_target', 'children': ['131']}, {'id': '131', 'type': 'identifier', 'children': [], 'value': 'exc'}; {'id': '132', 'type': 'block', 'children': ['133', '144']}, {'id': '133', 'type': 'expression_statement', 'children': ['134']}; {'id': '134', 'type': 'call', 'children': ['135', '138']}, {'id': '135', 'type': 'attribute', 'children': ['136', '137']}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'warnings'}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'warn'}; {'id': '138', 'type': 'argument_list', 'children': ['139']}, {'id': '139', 'type': 'binary_operator', 'children': ['140', '141'], 'value': '%'}; {'id': '140', 'type': 'string', 'children': [], 'value': '"Couldn\'t understand limit at index %d: %s"'}, {'id': '141', 'type': 'tuple', 'children': ['142', '143']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'idx'}, {'id': '143', 'type': 'identifier', 'children': [], 'value': 'exc'}; {'id': '144', 'type': 'continue_statement', 'children': []}, {'id': '145', 'type': 'if_statement', 'children': ['146', '147']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'debug'}, {'id': '147', 'type': 'block', 'children': ['148', '154']}; {'id': '148', 'type': 'print_statement', 'children': ['149', '153']}, {'id': '149', 'type': 'chevron', 'children': ['150']}; {'id': '150', 'type': 'attribute', 'children': ['151', '152']}, {'id': '151', 'type': 'identifier', 'children': [], 'value': 'sys'}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'stderr'}, {'id': '153', 'type': 'string', 'children': [], 'value': '"Installing the following limits:"'}; {'id': '154', 'type': 'for_statement', 'children': ['155', '156', '157']}, {'id': '155', 'type': 'identifier', 'children': [], 'value': 'lim'}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'lims'}, {'id': '157', 'type': 'block', 'children': ['158']}; {'id': '158', 'type': 'print_statement', 'children': ['159', '163']}, {'id': '159', 'type': 'chevron', 'children': ['160']}; {'id': '160', 'type': 'attribute', 'children': ['161', '162']}, {'id': '161', 'type': 'identifier', 'children': [], 'value': 'sys'}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'stderr'}, {'id': '163', 'type': 'binary_operator', 'children': ['164', '165'], 'value': '%'}; {'id': '164', 'type': 'string', 'children': [], 'value': '" %r"'}, {'id': '165', 'type': 'identifier', 'children': [], 'value': 'lim'}; {'id': '166', 'type': 'if_statement', 'children': ['167', '169']}, {'id': '167', 'type': 'not_operator', 'children': ['168']}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'dry_run'}, {'id': '169', 'type': 'block', 'children': ['170']}; {'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': 'database'}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'limit_update'}, {'id': '175', 'type': 'argument_list', 'children': ['176', '177', '178']}; {'id': '176', 'type': 'identifier', 'children': [], 'value': 'db'}, {'id': '177', 'type': 'identifier', 'children': [], 'value': 'limits_key'}; {'id': '178', 'type': 'identifier', 'children': [], 'value': 'lims'}, {'id': '179', 'type': 'if_statement', 'children': ['180', '183']}; {'id': '180', 'type': 'comparison_operator', 'children': ['181', '182'], 'value': 'is'}, {'id': '181', 'type': 'identifier', 'children': [], 'value': 'do_reload'}; {'id': '182', 'type': 'False', 'children': []}, {'id': '183', 'type': 'block', 'children': ['184']}; {'id': '184', 'type': 'return_statement', 'children': []}, {'id': '185', 'type': 'expression_statement', 'children': ['186']}; {'id': '186', 'type': 'assignment', 'children': ['187', '188']}, {'id': '187', 'type': 'identifier', 'children': [], 'value': 'params'}; {'id': '188', 'type': 'list', 'children': [], 'value': '[]'}, {'id': '189', 'type': 'if_statement', 'children': ['190', '193', '195', '225']}; {'id': '190', 'type': 'comparison_operator', 'children': ['191', '192'], 'value': 'is'}, {'id': '191', 'type': 'identifier', 'children': [], 'value': 'do_reload'}; {'id': '192', 'type': 'True', 'children': []}, {'id': '193', 'type': 'block', 'children': ['194']}; {'id': '194', 'type': 'pass_statement', 'children': []}, {'id': '195', 'type': 'elif_clause', 'children': ['196', '218']}; {'id': '196', 'type': 'parenthesized_expression', 'children': ['197']}, {'id': '197', 'type': 'boolean_operator', 'children': ['198', '206'], 'value': 'or'}; {'id': '198', 'type': 'call', 'children': ['199', '200']}, {'id': '199', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '200', 'type': 'argument_list', 'children': ['201', '202']}, {'id': '201', 'type': 'identifier', 'children': [], 'value': 'do_reload'}; {'id': '202', 'type': 'tuple', 'children': ['203', '204', '205']}, {'id': '203', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '204', 'type': 'identifier', 'children': [], 'value': 'long'}, {'id': '205', 'type': 'identifier', 'children': [], 'value': 'float'}; {'id': '206', 'type': 'parenthesized_expression', 'children': ['207']}, {'id': '207', 'type': 'boolean_operator', 'children': ['208', '213'], 'value': 'and'}; {'id': '208', 'type': 'call', 'children': ['209', '210']}, {'id': '209', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '210', 'type': 'argument_list', 'children': ['211', '212']}, {'id': '211', 'type': 'identifier', 'children': [], 'value': 'do_reload'}; {'id': '212', 'type': 'identifier', 'children': [], 'value': 'basestring'}, {'id': '213', 'type': 'call', 'children': ['214', '217']}; {'id': '214', 'type': 'attribute', 'children': ['215', '216']}, {'id': '215', 'type': 'identifier', 'children': [], 'value': 'do_reload'}; {'id': '216', 'type': 'identifier', 'children': [], 'value': 'isdigit'}, {'id': '217', 'type': 'argument_list', 'children': []}; {'id': '218', 'type': 'block', 'children': ['219']}, {'id': '219', 'type': 'expression_statement', 'children': ['220']}; {'id': '220', 'type': 'assignment', 'children': ['221', '222']}, {'id': '221', 'type': 'identifier', 'children': [], 'value': 'params'}; {'id': '222', 'type': 'list', 'children': ['223', '224'], 'value': "['spread', do_reload]"}, {'id': '223', 'type': 'string', 'children': [], 'value': "'spread'"}; {'id': '224', 'type': 'identifier', 'children': [], 'value': 'do_reload'}, {'id': '225', 'type': 'else_clause', 'children': ['226']}; {'id': '226', 'type': 'block', 'children': ['227']}, {'id': '227', 'type': 'expression_statement', 'children': ['228']}; {'id': '228', 'type': 'assignment', 'children': ['229', '230']}, {'id': '229', 'type': 'identifier', 'children': [], 'value': 'params'}; {'id': '230', 'type': 'list', 'children': ['231'], 'value': '[str(do_reload)]'}, {'id': '231', 'type': 'call', 'children': ['232', '233']}; {'id': '232', 'type': 'identifier', 'children': [], 'value': 'str'}, {'id': '233', 'type': 'argument_list', 'children': ['234']}; {'id': '234', 'type': 'identifier', 'children': [], 'value': 'do_reload'}, {'id': '235', 'type': 'if_statement', 'children': ['236', '237']}; {'id': '236', 'type': 'identifier', 'children': [], 'value': 'debug'}, {'id': '237', 'type': 'block', 'children': ['238', '243', '250']}; {'id': '238', 'type': 'expression_statement', 'children': ['239']}, {'id': '239', 'type': 'assignment', 'children': ['240', '241']}; {'id': '240', 'type': 'identifier', 'children': [], 'value': 'cmd'}, {'id': '241', 'type': 'list', 'children': ['242'], 'value': "['reload']"}; {'id': '242', 'type': 'string', 'children': [], 'value': "'reload'"}, {'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': 'cmd'}, {'id': '247', 'type': 'identifier', 'children': [], 'value': 'extend'}; {'id': '248', 'type': 'argument_list', 'children': ['249']}, {'id': '249', 'type': 'identifier', 'children': [], 'value': 'params'}; {'id': '250', 'type': 'print_statement', 'children': ['251', '255']}, {'id': '251', 'type': 'chevron', 'children': ['252']}; {'id': '252', 'type': 'attribute', 'children': ['253', '254']}, {'id': '253', 'type': 'identifier', 'children': [], 'value': 'sys'}; {'id': '254', 'type': 'identifier', 'children': [], 'value': 'stderr'}, {'id': '255', 'type': 'parenthesized_expression', 'children': ['256']}; {'id': '256', 'type': 'binary_operator', 'children': ['257', '258'], 'value': '%'}, {'id': '257', 'type': 'string', 'children': [], 'value': '"Issuing command: %s"'}; {'id': '258', 'type': 'call', 'children': ['259', '262']}, {'id': '259', 'type': 'attribute', 'children': ['260', '261']}; {'id': '260', 'type': 'string', 'children': [], 'value': "' '"}, {'id': '261', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '262', 'type': 'generator_expression', 'children': ['263', '267']}, {'id': '263', 'type': 'call', 'children': ['264', '265']}; {'id': '264', 'type': 'identifier', 'children': [], 'value': 'str'}, {'id': '265', 'type': 'argument_list', 'children': ['266']}; {'id': '266', 'type': 'identifier', 'children': [], 'value': 'c'}, {'id': '267', 'type': 'for_in_clause', 'children': ['268', '269']}; {'id': '268', 'type': 'identifier', 'children': [], 'value': 'c'}, {'id': '269', 'type': 'identifier', 'children': [], 'value': 'cmd'}; {'id': '270', 'type': 'if_statement', 'children': ['271', '273']}, {'id': '271', 'type': 'not_operator', 'children': ['272']}; {'id': '272', 'type': 'identifier', 'children': [], 'value': 'dry_run'}, {'id': '273', 'type': 'block', 'children': ['274']}; {'id': '274', 'type': 'expression_statement', 'children': ['275']}, {'id': '275', 'type': 'call', 'children': ['276', '279']}; {'id': '276', 'type': 'attribute', 'children': ['277', '278']}, {'id': '277', 'type': 'identifier', 'children': [], 'value': 'database'}; {'id': '278', 'type': 'identifier', 'children': [], 'value': 'command'}, {'id': '279', 'type': 'argument_list', 'children': ['280', '281', '282', '283']}; {'id': '280', 'type': 'identifier', 'children': [], 'value': 'db'}, {'id': '281', 'type': 'identifier', 'children': [], 'value': 'control_channel'}; {'id': '282', 'type': 'string', 'children': [], 'value': "'reload'"}, {'id': '283', 'type': 'list_splat', 'children': ['284']}
def setup_limits(conf_file, limits_file, do_reload=True, dry_run=False, debug=False): if dry_run: debug = True conf = config.Config(conf_file=conf_file) db = conf.get_database() limits_key = conf['control'].get('limits_key', 'limits') control_channel = conf['control'].get('channel', 'control') limits_tree = etree.parse(limits_file) lims = [] for idx, lim in enumerate(limits_tree.getroot()): if lim.tag != 'limit': warnings.warn("Unrecognized tag %r in limits file at index %d" % (lim.tag, idx)) continue try: lims.append(parse_limit_node(db, idx, lim)) except Exception as exc: warnings.warn("Couldn't understand limit at index %d: %s" % (idx, exc)) continue if debug: print >>sys.stderr, "Installing the following limits:" for lim in lims: print >>sys.stderr, " %r" % lim if not dry_run: database.limit_update(db, limits_key, lims) if do_reload is False: return params = [] if do_reload is True: pass elif (isinstance(do_reload, (int, long, float)) or (isinstance(do_reload, basestring) and do_reload.isdigit())): params = ['spread', do_reload] else: params = [str(do_reload)] if debug: cmd = ['reload'] cmd.extend(params) print >>sys.stderr, ("Issuing command: %s" % ' '.join(str(c) for c in cmd)) if not dry_run: database.command(db, control_channel, 'reload', *params)
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'make_limit_node'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'root'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'limit'}; {'id': '6', 'type': 'block', 'children': ['7', '23']}, {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}, {'id': '9', 'type': 'identifier', 'children': [], 'value': 'limit_node'}; {'id': '10', 'type': 'call', 'children': ['11', '14']}, {'id': '11', 'type': 'attribute', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'etree'}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'SubElement'}; {'id': '14', 'type': 'argument_list', 'children': ['15', '16', '17']}, {'id': '15', 'type': 'identifier', 'children': [], 'value': 'root'}; {'id': '16', 'type': 'string', 'children': [], 'value': "'limit'"}, {'id': '17', 'type': 'dictionary', 'children': ['18']}; {'id': '18', 'type': 'pair', 'children': ['19', '20']}, {'id': '19', 'type': 'string', 'children': [], 'value': "'class'"}; {'id': '20', 'type': 'attribute', 'children': ['21', '22']}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'limit'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': '_limit_full_name'}, {'id': '23', 'type': 'for_statement', 'children': ['24', '25', '31']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'attr'}, {'id': '25', 'type': 'call', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'sorted'}, {'id': '27', 'type': 'argument_list', 'children': ['28']}; {'id': '28', 'type': 'attribute', 'children': ['29', '30']}, {'id': '29', 'type': 'identifier', 'children': [], 'value': 'limit'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'attrs'}, {'id': '31', 'type': 'block', 'children': ['32', '40', '50', '58', '88', '101']}; {'id': '32', 'type': 'expression_statement', 'children': ['33']}, {'id': '33', 'type': 'assignment', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'desc'}, {'id': '35', 'type': 'subscript', 'children': ['36', '39']}; {'id': '36', 'type': 'attribute', 'children': ['37', '38']}, {'id': '37', 'type': 'identifier', 'children': [], 'value': 'limit'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'attrs'}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'attr'}; {'id': '40', 'type': 'expression_statement', 'children': ['41']}, {'id': '41', 'type': 'assignment', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'attr_type'}, {'id': '43', 'type': 'call', 'children': ['44', '47']}; {'id': '44', 'type': 'attribute', 'children': ['45', '46']}, {'id': '45', 'type': 'identifier', 'children': [], 'value': 'desc'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'get'}, {'id': '47', 'type': 'argument_list', 'children': ['48', '49']}; {'id': '48', 'type': 'string', 'children': [], 'value': "'type'"}, {'id': '49', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '50', 'type': 'expression_statement', 'children': ['51']}, {'id': '51', 'type': 'assignment', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'value'}, {'id': '53', 'type': 'call', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'getattr'}, {'id': '55', 'type': 'argument_list', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'limit'}, {'id': '57', 'type': 'identifier', 'children': [], 'value': 'attr'}; {'id': '58', 'type': 'if_statement', 'children': ['59', '62']}, {'id': '59', 'type': 'comparison_operator', 'children': ['60', '61'], 'value': 'in'}; {'id': '60', 'type': 'string', 'children': [], 'value': "'default'"}, {'id': '61', 'type': 'identifier', 'children': [], 'value': 'desc'}; {'id': '62', 'type': 'block', 'children': ['63', '82']}, {'id': '63', 'type': 'expression_statement', 'children': ['64']}; {'id': '64', 'type': 'assignment', 'children': ['65', '66']}, {'id': '65', 'type': 'identifier', 'children': [], 'value': 'default'}; {'id': '66', 'type': 'parenthesized_expression', 'children': ['67']}, {'id': '67', 'type': 'conditional_expression', 'children': ['68', '73', '79'], 'value': 'if'}; {'id': '68', 'type': 'call', 'children': ['69', '72']}, {'id': '69', 'type': 'subscript', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'desc'}, {'id': '71', 'type': 'string', 'children': [], 'value': "'default'"}; {'id': '72', 'type': 'argument_list', 'children': []}, {'id': '73', 'type': 'call', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'callable'}, {'id': '75', 'type': 'argument_list', 'children': ['76']}; {'id': '76', 'type': 'subscript', 'children': ['77', '78']}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'desc'}; {'id': '78', 'type': 'string', 'children': [], 'value': "'default'"}, {'id': '79', 'type': 'subscript', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'desc'}, {'id': '81', 'type': 'string', 'children': [], 'value': "'default'"}; {'id': '82', 'type': 'if_statement', 'children': ['83', '86']}, {'id': '83', 'type': 'comparison_operator', 'children': ['84', '85'], 'value': '=='}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'value'}, {'id': '85', 'type': 'identifier', 'children': [], 'value': 'default'}; {'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', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'attr_node'}, {'id': '91', 'type': 'call', 'children': ['92', '95']}; {'id': '92', 'type': 'attribute', 'children': ['93', '94']}, {'id': '93', 'type': 'identifier', 'children': [], 'value': 'etree'}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'SubElement'}, {'id': '95', 'type': 'argument_list', 'children': ['96', '97', '98']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'limit_node'}, {'id': '97', 'type': 'string', 'children': [], 'value': "'attr'"}; {'id': '98', 'type': 'keyword_argument', 'children': ['99', '100']}, {'id': '99', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'attr'}, {'id': '101', 'type': 'if_statement', 'children': ['102', '105', '129', '177']}; {'id': '102', 'type': 'comparison_operator', 'children': ['103', '104'], 'value': '=='}, {'id': '103', 'type': 'identifier', 'children': [], 'value': 'attr_type'}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'list'}, {'id': '105', 'type': 'block', 'children': ['106']}; {'id': '106', 'type': 'for_statement', 'children': ['107', '108', '109']}, {'id': '107', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'value'}, {'id': '109', 'type': 'block', 'children': ['110', '120']}; {'id': '110', 'type': 'expression_statement', 'children': ['111']}, {'id': '111', 'type': 'assignment', 'children': ['112', '113']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'val_node'}, {'id': '113', 'type': 'call', 'children': ['114', '117']}; {'id': '114', 'type': 'attribute', 'children': ['115', '116']}, {'id': '115', 'type': 'identifier', 'children': [], 'value': 'etree'}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'SubElement'}, {'id': '117', 'type': 'argument_list', 'children': ['118', '119']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'attr_node'}, {'id': '119', 'type': 'string', 'children': [], 'value': "'value'"}; {'id': '120', 'type': 'expression_statement', 'children': ['121']}, {'id': '121', 'type': 'assignment', 'children': ['122', '125']}; {'id': '122', 'type': 'attribute', 'children': ['123', '124']}, {'id': '123', 'type': 'identifier', 'children': [], 'value': 'val_node'}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'text'}, {'id': '125', 'type': 'call', 'children': ['126', '127']}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'str'}, {'id': '127', 'type': 'argument_list', 'children': ['128']}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'val'}, {'id': '129', 'type': 'elif_clause', 'children': ['130', '133']}; {'id': '130', 'type': 'comparison_operator', 'children': ['131', '132'], 'value': '=='}, {'id': '131', 'type': 'identifier', 'children': [], 'value': 'attr_type'}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'dict'}, {'id': '133', 'type': 'block', 'children': ['134']}; {'id': '134', 'type': 'for_statement', 'children': ['135', '138', '154']}, {'id': '135', 'type': 'pattern_list', 'children': ['136', '137']}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '138', 'type': 'call', 'children': ['139', '140']}, {'id': '139', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '140', 'type': 'argument_list', 'children': ['141', '146']}, {'id': '141', 'type': 'call', 'children': ['142', '145']}; {'id': '142', 'type': 'attribute', 'children': ['143', '144']}, {'id': '143', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'items'}, {'id': '145', 'type': 'argument_list', 'children': []}; {'id': '146', 'type': 'keyword_argument', 'children': ['147', '148']}, {'id': '147', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '148', 'type': 'lambda', 'children': ['149', '151']}, {'id': '149', 'type': 'lambda_parameters', 'children': ['150']}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'x'}, {'id': '151', 'type': 'subscript', 'children': ['152', '153']}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'x'}, {'id': '153', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '154', 'type': 'block', 'children': ['155', '168']}, {'id': '155', 'type': 'expression_statement', 'children': ['156']}; {'id': '156', 'type': 'assignment', 'children': ['157', '158']}, {'id': '157', 'type': 'identifier', 'children': [], 'value': 'val_node'}; {'id': '158', 'type': 'call', 'children': ['159', '162']}, {'id': '159', 'type': 'attribute', 'children': ['160', '161']}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'etree'}, {'id': '161', 'type': 'identifier', 'children': [], 'value': 'SubElement'}; {'id': '162', 'type': 'argument_list', 'children': ['163', '164', '165']}, {'id': '163', 'type': 'identifier', 'children': [], 'value': 'attr_node'}; {'id': '164', 'type': 'string', 'children': [], 'value': "'value'"}, {'id': '165', 'type': 'keyword_argument', 'children': ['166', '167']}; {'id': '166', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '167', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '168', 'type': 'expression_statement', 'children': ['169']}, {'id': '169', 'type': 'assignment', 'children': ['170', '173']}; {'id': '170', 'type': 'attribute', 'children': ['171', '172']}, {'id': '171', 'type': 'identifier', 'children': [], 'value': 'val_node'}; {'id': '172', 'type': 'identifier', 'children': [], 'value': 'text'}, {'id': '173', 'type': 'call', 'children': ['174', '175']}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'str'}, {'id': '175', 'type': 'argument_list', 'children': ['176']}; {'id': '176', 'type': 'identifier', 'children': [], 'value': 'val'}, {'id': '177', 'type': 'else_clause', 'children': ['178']}; {'id': '178', 'type': 'block', 'children': ['179']}, {'id': '179', 'type': 'expression_statement', 'children': ['180']}; {'id': '180', 'type': 'assignment', 'children': ['181', '184']}, {'id': '181', 'type': 'attribute', 'children': ['182', '183']}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'attr_node'}, {'id': '183', 'type': 'identifier', 'children': [], 'value': 'text'}; {'id': '184', 'type': 'call', 'children': ['185', '186']}, {'id': '185', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '186', 'type': 'argument_list', 'children': ['187']}, {'id': '187', 'type': 'identifier', 'children': [], 'value': 'value'}
def make_limit_node(root, limit): limit_node = etree.SubElement(root, 'limit', {'class': limit._limit_full_name}) for attr in sorted(limit.attrs): desc = limit.attrs[attr] attr_type = desc.get('type', str) value = getattr(limit, attr) if 'default' in desc: default = (desc['default']() if callable(desc['default']) else desc['default']) if value == default: continue attr_node = etree.SubElement(limit_node, 'attr', name=attr) if attr_type == list: for val in value: val_node = etree.SubElement(attr_node, 'value') val_node.text = str(val) elif attr_type == dict: for key, val in sorted(value.items(), key=lambda x: x[0]): val_node = etree.SubElement(attr_node, 'value', key=key) val_node.text = str(val) else: attr_node.text = str(value)
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '15']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'turnstile_command'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9', '12']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'conf_file'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'command'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}, {'id': '7', 'type': 'identifier', 'children': [], 'value': 'arguments'}; {'id': '8', 'type': 'list', 'children': [], 'value': '[]'}, {'id': '9', 'type': 'default_parameter', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'channel'}, {'id': '11', 'type': 'None', 'children': []}; {'id': '12', 'type': 'default_parameter', 'children': ['13', '14']}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'debug'}; {'id': '14', 'type': 'False', 'children': []}, {'id': '15', 'type': 'block', 'children': ['16', '27', '35', '47', '55', '59', '122', '146', '157', '162', '170', '177']}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}, {'id': '17', 'type': 'assignment', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'conf'}, {'id': '19', 'type': 'call', 'children': ['20', '23']}; {'id': '20', 'type': 'attribute', 'children': ['21', '22']}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'config'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'Config'}, {'id': '23', 'type': 'argument_list', 'children': ['24']}; {'id': '24', 'type': 'keyword_argument', 'children': ['25', '26']}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 'conf_file'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'conf_file'}, {'id': '27', 'type': 'expression_statement', 'children': ['28']}; {'id': '28', 'type': 'assignment', 'children': ['29', '30']}, {'id': '29', 'type': 'identifier', 'children': [], 'value': 'db'}; {'id': '30', 'type': 'call', 'children': ['31', '34']}, {'id': '31', 'type': 'attribute', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'conf'}, {'id': '33', 'type': 'identifier', 'children': [], 'value': 'get_database'}; {'id': '34', 'type': 'argument_list', 'children': []}, {'id': '35', 'type': 'expression_statement', 'children': ['36']}; {'id': '36', 'type': 'assignment', 'children': ['37', '38']}, {'id': '37', 'type': 'identifier', 'children': [], 'value': 'control_channel'}; {'id': '38', 'type': 'call', 'children': ['39', '44']}, {'id': '39', 'type': 'attribute', 'children': ['40', '43']}; {'id': '40', 'type': 'subscript', 'children': ['41', '42']}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'conf'}; {'id': '42', 'type': 'string', 'children': [], 'value': "'control'"}, {'id': '43', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '44', 'type': 'argument_list', 'children': ['45', '46']}, {'id': '45', 'type': 'string', 'children': [], 'value': "'channel'"}; {'id': '46', 'type': 'string', 'children': [], 'value': "'control'"}, {'id': '47', 'type': 'expression_statement', 'children': ['48']}; {'id': '48', 'type': 'assignment', 'children': ['49', '50']}, {'id': '49', 'type': 'identifier', 'children': [], 'value': 'command'}; {'id': '50', 'type': 'call', 'children': ['51', '54']}, {'id': '51', 'type': 'attribute', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'command'}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'lower'}; {'id': '54', 'type': 'argument_list', 'children': []}, {'id': '55', 'type': 'expression_statement', 'children': ['56']}; {'id': '56', 'type': 'assignment', 'children': ['57', '58']}, {'id': '57', 'type': 'identifier', 'children': [], 'value': 'ts_conv'}; {'id': '58', 'type': 'False', 'children': []}, {'id': '59', 'type': 'if_statement', 'children': ['60', '63']}; {'id': '60', 'type': 'comparison_operator', 'children': ['61', '62'], 'value': '=='}, {'id': '61', 'type': 'identifier', 'children': [], 'value': 'command'}; {'id': '62', 'type': 'string', 'children': [], 'value': "'ping'"}, {'id': '63', 'type': 'block', 'children': ['64', '91', '114']}; {'id': '64', 'type': 'if_statement', 'children': ['65', '66', '73']}, {'id': '65', 'type': 'identifier', 'children': [], 'value': 'arguments'}; {'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': 'channel'}; {'id': '70', 'type': 'subscript', 'children': ['71', '72']}, {'id': '71', 'type': 'identifier', 'children': [], 'value': 'arguments'}; {'id': '72', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '73', 'type': 'else_clause', 'children': ['74']}; {'id': '74', 'type': 'block', 'children': ['75', '86']}, {'id': '75', 'type': 'expression_statement', 'children': ['76']}; {'id': '76', 'type': 'assignment', 'children': ['77', '78']}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'channel'}; {'id': '78', 'type': 'call', 'children': ['79', '80']}, {'id': '79', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '80', 'type': 'argument_list', 'children': ['81']}, {'id': '81', 'type': 'call', 'children': ['82', '85']}; {'id': '82', 'type': 'attribute', 'children': ['83', '84']}, {'id': '83', 'type': 'identifier', 'children': [], 'value': 'uuid'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'uuid4'}, {'id': '85', 'type': 'argument_list', 'children': []}; {'id': '86', 'type': 'expression_statement', 'children': ['87']}, {'id': '87', 'type': 'assignment', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'arguments'}, {'id': '89', 'type': 'list', 'children': ['90'], 'value': '[channel]'}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'channel'}, {'id': '91', 'type': 'if_statement', 'children': ['92', '98']}; {'id': '92', 'type': 'comparison_operator', 'children': ['93', '97'], 'value': '<'}, {'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': 'arguments'}, {'id': '97', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '98', 'type': 'block', 'children': ['99', '110']}, {'id': '99', 'type': 'expression_statement', 'children': ['100']}; {'id': '100', 'type': 'call', 'children': ['101', '104']}, {'id': '101', 'type': 'attribute', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'arguments'}, {'id': '103', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '104', 'type': 'argument_list', 'children': ['105']}, {'id': '105', 'type': 'call', 'children': ['106', '109']}; {'id': '106', 'type': 'attribute', 'children': ['107', '108']}, {'id': '107', 'type': 'identifier', 'children': [], 'value': 'time'}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'time'}, {'id': '109', 'type': 'argument_list', 'children': []}; {'id': '110', 'type': 'expression_statement', 'children': ['111']}, {'id': '111', 'type': 'assignment', 'children': ['112', '113']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'ts_conv'}, {'id': '113', 'type': 'True', 'children': []}; {'id': '114', 'type': 'expression_statement', 'children': ['115']}, {'id': '115', 'type': 'assignment', 'children': ['116', '117']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'arguments'}, {'id': '117', 'type': 'subscript', 'children': ['118', '119']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'arguments'}, {'id': '119', 'type': 'slice', 'children': ['120', '121']}; {'id': '120', 'type': 'colon', 'children': []}, {'id': '121', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '122', 'type': 'if_statement', 'children': ['123', '124']}, {'id': '123', 'type': 'identifier', 'children': [], 'value': 'debug'}; {'id': '124', 'type': 'block', 'children': ['125', '132']}, {'id': '125', 'type': 'expression_statement', 'children': ['126']}; {'id': '126', 'type': 'assignment', 'children': ['127', '128']}, {'id': '127', 'type': 'identifier', 'children': [], 'value': 'cmd'}; {'id': '128', 'type': 'binary_operator', 'children': ['129', '131'], 'value': '+'}, {'id': '129', 'type': 'list', 'children': ['130'], 'value': '[command]'}; {'id': '130', 'type': 'identifier', 'children': [], 'value': 'command'}, {'id': '131', 'type': 'identifier', 'children': [], 'value': 'arguments'}; {'id': '132', 'type': 'print_statement', 'children': ['133', '137']}, {'id': '133', 'type': 'chevron', 'children': ['134']}; {'id': '134', 'type': 'attribute', 'children': ['135', '136']}, {'id': '135', 'type': 'identifier', 'children': [], 'value': 'sys'}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'stderr'}, {'id': '137', 'type': 'parenthesized_expression', 'children': ['138']}; {'id': '138', 'type': 'binary_operator', 'children': ['139', '140'], 'value': '%'}, {'id': '139', 'type': 'string', 'children': [], 'value': '"Issuing command: %s"'}; {'id': '140', 'type': 'call', 'children': ['141', '144']}, {'id': '141', 'type': 'attribute', 'children': ['142', '143']}; {'id': '142', 'type': 'string', 'children': [], 'value': "' '"}, {'id': '143', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '144', 'type': 'argument_list', 'children': ['145']}, {'id': '145', 'type': 'identifier', 'children': [], 'value': 'cmd'}; {'id': '146', 'type': 'expression_statement', 'children': ['147']}, {'id': '147', 'type': 'call', 'children': ['148', '151']}; {'id': '148', 'type': 'attribute', 'children': ['149', '150']}, {'id': '149', 'type': 'identifier', 'children': [], 'value': 'database'}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'command'}, {'id': '151', 'type': 'argument_list', 'children': ['152', '153', '154', '155']}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'db'}, {'id': '153', 'type': 'identifier', 'children': [], 'value': 'control_channel'}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'command'}, {'id': '155', 'type': 'list_splat', 'children': ['156']}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'arguments'}, {'id': '157', 'type': 'if_statement', 'children': ['158', '160']}; {'id': '158', 'type': 'not_operator', 'children': ['159']}, {'id': '159', 'type': 'identifier', 'children': [], 'value': 'channel'}; {'id': '160', 'type': 'block', 'children': ['161']}, {'id': '161', 'type': 'return_statement', 'children': []}; {'id': '162', 'type': 'expression_statement', 'children': ['163']}, {'id': '163', 'type': 'assignment', 'children': ['164', '165']}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'pubsub'}, {'id': '165', 'type': 'call', 'children': ['166', '169']}; {'id': '166', 'type': 'attribute', 'children': ['167', '168']}, {'id': '167', 'type': 'identifier', 'children': [], 'value': 'db'}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'pubsub'}, {'id': '169', 'type': 'argument_list', 'children': []}; {'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': 'pubsub'}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'subscribe'}, {'id': '175', 'type': 'argument_list', 'children': ['176']}; {'id': '176', 'type': 'identifier', 'children': [], 'value': 'channel'}, {'id': '177', 'type': 'try_statement', 'children': ['178', '296']}; {'id': '178', 'type': 'block', 'children': ['179', '183']}, {'id': '179', 'type': 'expression_statement', 'children': ['180']}; {'id': '180', 'type': 'assignment', 'children': ['181', '182']}, {'id': '181', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '182', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '183', 'type': 'for_statement', 'children': ['184', '185', '190']}; {'id': '184', 'type': 'identifier', 'children': [], 'value': 'msg'}, {'id': '185', 'type': 'call', 'children': ['186', '189']}; {'id': '186', 'type': 'attribute', 'children': ['187', '188']}, {'id': '187', 'type': 'identifier', 'children': [], 'value': 'pubsub'}; {'id': '188', 'type': 'identifier', 'children': [], 'value': 'listen'}, {'id': '189', 'type': 'argument_list', 'children': []}; {'id': '190', 'type': 'block', 'children': ['191', '211', '228', '232', '243', '285']}, {'id': '191', 'type': 'if_statement', 'children': ['192', '193']}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'debug'}, {'id': '193', 'type': 'block', 'children': ['194', '203']}; {'id': '194', 'type': 'expression_statement', 'children': ['195']}, {'id': '195', 'type': 'assignment', 'children': ['196', '197']}; {'id': '196', 'type': 'identifier', 'children': [], 'value': 'formatted'}, {'id': '197', 'type': 'call', 'children': ['198', '201']}; {'id': '198', 'type': 'attribute', 'children': ['199', '200']}, {'id': '199', 'type': 'identifier', 'children': [], 'value': 'pprint'}; {'id': '200', 'type': 'identifier', 'children': [], 'value': 'pformat'}, {'id': '201', 'type': 'argument_list', 'children': ['202']}; {'id': '202', 'type': 'identifier', 'children': [], 'value': 'msg'}, {'id': '203', 'type': 'print_statement', 'children': ['204', '208']}; {'id': '204', 'type': 'chevron', 'children': ['205']}, {'id': '205', 'type': 'attribute', 'children': ['206', '207']}; {'id': '206', 'type': 'identifier', 'children': [], 'value': 'sys'}, {'id': '207', 'type': 'identifier', 'children': [], 'value': 'stderr'}; {'id': '208', 'type': 'binary_operator', 'children': ['209', '210'], 'value': '%'}, {'id': '209', 'type': 'string', 'children': [], 'value': '"Received message: %s"'}; {'id': '210', 'type': 'identifier', 'children': [], 'value': 'formatted'}, {'id': '211', 'type': 'if_statement', 'children': ['212', '226']}; {'id': '212', 'type': 'parenthesized_expression', 'children': ['213']}, {'id': '213', 'type': 'boolean_operator', 'children': ['214', '221'], 'value': 'or'}; {'id': '214', 'type': 'comparison_operator', 'children': ['215', '218'], 'value': 'not'}, {'id': '215', 'type': 'subscript', 'children': ['216', '217']}; {'id': '216', 'type': 'identifier', 'children': [], 'value': 'msg'}, {'id': '217', 'type': 'string', 'children': [], 'value': "'type'"}; {'id': '218', 'type': 'tuple', 'children': ['219', '220']}, {'id': '219', 'type': 'string', 'children': [], 'value': "'pmessage'"}; {'id': '220', 'type': 'string', 'children': [], 'value': "'message'"}, {'id': '221', 'type': 'comparison_operator', 'children': ['222', '225'], 'value': '!='}; {'id': '222', 'type': 'subscript', 'children': ['223', '224']}, {'id': '223', 'type': 'identifier', 'children': [], 'value': 'msg'}; {'id': '224', 'type': 'string', 'children': [], 'value': "'channel'"}, {'id': '225', 'type': 'identifier', 'children': [], 'value': 'channel'}; {'id': '226', 'type': 'block', 'children': ['227']}, {'id': '227', 'type': 'continue_statement', 'children': []}; {'id': '228', 'type': 'expression_statement', 'children': ['229']}, {'id': '229', 'type': 'augmented_assignment', 'children': ['230', '231'], 'value': '+='}; {'id': '230', 'type': 'identifier', 'children': [], 'value': 'count'}, {'id': '231', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '232', 'type': 'expression_statement', 'children': ['233']}, {'id': '233', 'type': 'assignment', 'children': ['234', '235']}; {'id': '234', 'type': 'identifier', 'children': [], 'value': 'response'}, {'id': '235', 'type': 'call', 'children': ['236', '241']}; {'id': '236', 'type': 'attribute', 'children': ['237', '240']}, {'id': '237', 'type': 'subscript', 'children': ['238', '239']}; {'id': '238', 'type': 'identifier', 'children': [], 'value': 'msg'}, {'id': '239', 'type': 'string', 'children': [], 'value': "'data'"}; {'id': '240', 'type': 'identifier', 'children': [], 'value': 'split'}, {'id': '241', 'type': 'argument_list', 'children': ['242']}; {'id': '242', 'type': 'string', 'children': [], 'value': "':'"}, {'id': '243', 'type': 'if_statement', 'children': ['244', '251']}; {'id': '244', 'type': 'boolean_operator', 'children': ['245', '246'], 'value': 'and'}, {'id': '245', 'type': 'identifier', 'children': [], 'value': 'ts_conv'}; {'id': '246', 'type': 'comparison_operator', 'children': ['247', '250'], 'value': '=='}, {'id': '247', 'type': 'subscript', 'children': ['248', '249']}; {'id': '248', 'type': 'identifier', 'children': [], 'value': 'response'}, {'id': '249', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '250', 'type': 'string', 'children': [], 'value': "'pong'"}, {'id': '251', 'type': 'block', 'children': ['252']}; {'id': '252', 'type': 'try_statement', 'children': ['253', '281']}, {'id': '253', 'type': 'block', 'children': ['254', '272']}; {'id': '254', 'type': 'expression_statement', 'children': ['255']}, {'id': '255', 'type': 'assignment', 'children': ['256', '257']}; {'id': '256', 'type': 'identifier', 'children': [], 'value': 'rtt'}, {'id': '257', 'type': 'binary_operator', 'children': ['258', '271'], 'value': '*'}; {'id': '258', 'type': 'parenthesized_expression', 'children': ['259']}, {'id': '259', 'type': 'binary_operator', 'children': ['260', '265'], 'value': '-'}; {'id': '260', 'type': 'call', 'children': ['261', '264']}, {'id': '261', 'type': 'attribute', 'children': ['262', '263']}; {'id': '262', 'type': 'identifier', 'children': [], 'value': 'time'}, {'id': '263', 'type': 'identifier', 'children': [], 'value': 'time'}; {'id': '264', 'type': 'argument_list', 'children': []}, {'id': '265', 'type': 'call', 'children': ['266', '267']}; {'id': '266', 'type': 'identifier', 'children': [], 'value': 'float'}, {'id': '267', 'type': 'argument_list', 'children': ['268']}; {'id': '268', 'type': 'subscript', 'children': ['269', '270']}, {'id': '269', 'type': 'identifier', 'children': [], 'value': 'response'}; {'id': '270', 'type': 'integer', 'children': [], 'value': '2'}, {'id': '271', 'type': 'integer', 'children': [], 'value': '100'}; {'id': '272', 'type': 'expression_statement', 'children': ['273']}, {'id': '273', 'type': 'call', 'children': ['274', '277']}; {'id': '274', 'type': 'attribute', 'children': ['275', '276']}, {'id': '275', 'type': 'identifier', 'children': [], 'value': 'response'}; {'id': '276', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '277', 'type': 'argument_list', 'children': ['278']}; {'id': '278', 'type': 'binary_operator', 'children': ['279', '280'], 'value': '%'}, {'id': '279', 'type': 'string', 'children': [], 'value': "'(RTT %.2fms)'"}; {'id': '280', 'type': 'identifier', 'children': [], 'value': 'rtt'}, {'id': '281', 'type': 'except_clause', 'children': ['282', '283']}; {'id': '282', 'type': 'identifier', 'children': [], 'value': 'Exception'}, {'id': '283', 'type': 'block', 'children': ['284']}; {'id': '284', 'type': 'pass_statement', 'children': []}, {'id': '285', 'type': 'print_statement', 'children': ['286']}; {'id': '286', 'type': 'binary_operator', 'children': ['287', '288'], 'value': '%'}, {'id': '287', 'type': 'string', 'children': [], 'value': '"Response % 5d: %s"'}; {'id': '288', 'type': 'tuple', 'children': ['289', '290']}, {'id': '289', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '290', 'type': 'call', 'children': ['291', '294']}, {'id': '291', 'type': 'attribute', 'children': ['292', '293']}; {'id': '292', 'type': 'string', 'children': [], 'value': "' '"}, {'id': '293', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '294', 'type': 'argument_list', 'children': ['295']}, {'id': '295', 'type': 'identifier', 'children': [], 'value': 'response'}; {'id': '296', 'type': 'except_clause', 'children': ['297', '298']}, {'id': '297', 'type': 'identifier', 'children': [], 'value': 'KeyboardInterrupt'}; {'id': '298', 'type': 'block', 'children': ['299']}, {'id': '299', 'type': 'pass_statement', 'children': []}
def turnstile_command(conf_file, command, arguments=[], channel=None, debug=False): conf = config.Config(conf_file=conf_file) db = conf.get_database() control_channel = conf['control'].get('channel', 'control') command = command.lower() ts_conv = False if command == 'ping': if arguments: channel = arguments[0] else: channel = str(uuid.uuid4()) arguments = [channel] if len(arguments) < 2: arguments.append(time.time()) ts_conv = True arguments = arguments[:2] if debug: cmd = [command] + arguments print >>sys.stderr, ("Issuing command: %s" % ' '.join(cmd)) database.command(db, control_channel, command, *arguments) if not channel: return pubsub = db.pubsub() pubsub.subscribe(channel) try: count = 0 for msg in pubsub.listen(): if debug: formatted = pprint.pformat(msg) print >>sys.stderr, "Received message: %s" % formatted if (msg['type'] not in ('pmessage', 'message') or msg['channel'] != channel): continue count += 1 response = msg['data'].split(':') if ts_conv and response[0] == 'pong': try: rtt = (time.time() - float(response[2])) * 100 response.append('(RTT %.2fms)' % rtt) except Exception: pass print "Response % 5d: %s" % (count, ' '.join(response)) except KeyboardInterrupt: pass
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'humanize_timesince'}, {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'start_time'}, {'id': '5', 'type': 'block', 'children': ['6', '12', '20', '31', '39', '62', '70', '93', '99', '122', '130', '153', '161', '184']}; {'id': '6', 'type': 'if_statement', 'children': ['7', '9']}, {'id': '7', 'type': 'not_operator', 'children': ['8']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'start_time'}, {'id': '9', 'type': 'block', 'children': ['10']}; {'id': '10', 'type': 'return_statement', 'children': ['11']}, {'id': '11', 'type': 'identifier', 'children': [], 'value': 'start_time'}; {'id': '12', 'type': 'expression_statement', 'children': ['13']}, {'id': '13', 'type': 'assignment', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'delta'}, {'id': '15', 'type': 'binary_operator', 'children': ['16', '19'], 'value': '-'}; {'id': '16', 'type': 'call', 'children': ['17', '18']}, {'id': '17', 'type': 'identifier', 'children': [], 'value': 'local_now'}; {'id': '18', 'type': 'argument_list', 'children': []}, {'id': '19', 'type': 'identifier', 'children': [], 'value': 'start_time'}; {'id': '20', 'type': 'if_statement', 'children': ['21', '28']}, {'id': '21', 'type': 'comparison_operator', 'children': ['22', '27'], 'value': '<'}; {'id': '22', 'type': 'call', 'children': ['23', '26']}, {'id': '23', 'type': 'attribute', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'delta'}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 'total_seconds'}; {'id': '26', 'type': 'argument_list', 'children': []}, {'id': '27', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '28', 'type': 'block', 'children': ['29']}, {'id': '29', 'type': 'return_statement', 'children': ['30']}; {'id': '30', 'type': 'string', 'children': [], 'value': "'a few seconds ago'"}, {'id': '31', 'type': 'expression_statement', 'children': ['32']}; {'id': '32', 'type': 'assignment', 'children': ['33', '34']}, {'id': '33', 'type': 'identifier', 'children': [], 'value': 'num_years'}; {'id': '34', 'type': 'binary_operator', 'children': ['35', '38'], 'value': '//'}, {'id': '35', 'type': 'attribute', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'delta'}, {'id': '37', 'type': 'identifier', 'children': [], 'value': 'days'}; {'id': '38', 'type': 'integer', 'children': [], 'value': '365'}, {'id': '39', 'type': 'if_statement', 'children': ['40', '43']}; {'id': '40', 'type': 'comparison_operator', 'children': ['41', '42'], 'value': '>'}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'num_years'}; {'id': '42', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '43', 'type': 'block', 'children': ['44']}; {'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': "'{} year{} ago'"}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'format'}, {'id': '49', 'type': 'argument_list', 'children': ['50']}; {'id': '50', 'type': 'list_splat', 'children': ['51']}, {'id': '51', 'type': 'parenthesized_expression', 'children': ['52']}; {'id': '52', 'type': 'conditional_expression', 'children': ['53', '56', '59'], 'value': 'if'}, {'id': '53', 'type': 'tuple', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'num_years'}, {'id': '55', 'type': 'string', 'children': [], 'value': "'s'"}; {'id': '56', 'type': 'comparison_operator', 'children': ['57', '58'], 'value': '>'}, {'id': '57', 'type': 'identifier', 'children': [], 'value': 'num_years'}; {'id': '58', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '59', 'type': 'tuple', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'num_years'}, {'id': '61', 'type': 'string', 'children': [], 'value': "''"}; {'id': '62', 'type': 'expression_statement', 'children': ['63']}, {'id': '63', 'type': 'assignment', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'num_weeks'}, {'id': '65', 'type': 'binary_operator', 'children': ['66', '69'], 'value': '//'}; {'id': '66', 'type': 'attribute', 'children': ['67', '68']}, {'id': '67', 'type': 'identifier', 'children': [], 'value': 'delta'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'days'}, {'id': '69', 'type': 'integer', 'children': [], 'value': '7'}; {'id': '70', 'type': 'if_statement', 'children': ['71', '74']}, {'id': '71', 'type': 'comparison_operator', 'children': ['72', '73'], 'value': '>'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'num_weeks'}, {'id': '73', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '74', 'type': 'block', 'children': ['75']}, {'id': '75', 'type': 'return_statement', 'children': ['76']}; {'id': '76', 'type': 'call', 'children': ['77', '80']}, {'id': '77', 'type': 'attribute', 'children': ['78', '79']}; {'id': '78', 'type': 'string', 'children': [], 'value': "'{} week{} ago'"}, {'id': '79', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '80', 'type': 'argument_list', 'children': ['81']}, {'id': '81', 'type': 'list_splat', 'children': ['82']}; {'id': '82', 'type': 'parenthesized_expression', 'children': ['83']}, {'id': '83', 'type': 'conditional_expression', 'children': ['84', '87', '90'], 'value': 'if'}; {'id': '84', 'type': 'tuple', 'children': ['85', '86']}, {'id': '85', 'type': 'identifier', 'children': [], 'value': 'num_weeks'}; {'id': '86', 'type': 'string', 'children': [], 'value': "'s'"}, {'id': '87', 'type': 'comparison_operator', 'children': ['88', '89'], 'value': '>'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'num_weeks'}, {'id': '89', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '90', 'type': 'tuple', 'children': ['91', '92']}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 'num_weeks'}; {'id': '92', 'type': 'string', 'children': [], 'value': "''"}, {'id': '93', 'type': 'expression_statement', 'children': ['94']}; {'id': '94', 'type': 'assignment', 'children': ['95', '96']}, {'id': '95', 'type': 'identifier', 'children': [], 'value': 'num_days'}; {'id': '96', 'type': 'attribute', 'children': ['97', '98']}, {'id': '97', 'type': 'identifier', 'children': [], 'value': 'delta'}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'days'}, {'id': '99', 'type': 'if_statement', 'children': ['100', '103']}; {'id': '100', 'type': 'comparison_operator', 'children': ['101', '102'], 'value': '>'}, {'id': '101', 'type': 'identifier', 'children': [], 'value': 'num_days'}; {'id': '102', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '103', 'type': 'block', 'children': ['104']}; {'id': '104', 'type': 'return_statement', 'children': ['105']}, {'id': '105', 'type': 'call', 'children': ['106', '109']}; {'id': '106', 'type': 'attribute', 'children': ['107', '108']}, {'id': '107', 'type': 'string', 'children': [], 'value': "'{} day{} ago'"}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'format'}, {'id': '109', 'type': 'argument_list', 'children': ['110']}; {'id': '110', 'type': 'list_splat', 'children': ['111']}, {'id': '111', 'type': 'parenthesized_expression', 'children': ['112']}; {'id': '112', 'type': 'conditional_expression', 'children': ['113', '116', '119'], 'value': 'if'}, {'id': '113', 'type': 'tuple', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'num_days'}, {'id': '115', 'type': 'string', 'children': [], 'value': "'s'"}; {'id': '116', 'type': 'comparison_operator', 'children': ['117', '118'], 'value': '>'}, {'id': '117', 'type': 'identifier', 'children': [], 'value': 'num_days'}; {'id': '118', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '119', 'type': 'tuple', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'num_days'}, {'id': '121', 'type': 'string', 'children': [], 'value': "''"}; {'id': '122', 'type': 'expression_statement', 'children': ['123']}, {'id': '123', 'type': 'assignment', 'children': ['124', '125']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'num_hours'}, {'id': '125', 'type': 'binary_operator', 'children': ['126', '129'], 'value': '//'}; {'id': '126', 'type': 'attribute', 'children': ['127', '128']}, {'id': '127', 'type': 'identifier', 'children': [], 'value': 'delta'}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'seconds'}, {'id': '129', 'type': 'integer', 'children': [], 'value': '3600'}; {'id': '130', 'type': 'if_statement', 'children': ['131', '134']}, {'id': '131', 'type': 'comparison_operator', 'children': ['132', '133'], 'value': '>'}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'num_hours'}, {'id': '133', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '134', 'type': 'block', 'children': ['135']}, {'id': '135', 'type': 'return_statement', 'children': ['136']}; {'id': '136', 'type': 'call', 'children': ['137', '140']}, {'id': '137', 'type': 'attribute', 'children': ['138', '139']}; {'id': '138', 'type': 'string', 'children': [], 'value': "'{} hour{} ago'"}, {'id': '139', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '140', 'type': 'argument_list', 'children': ['141']}, {'id': '141', 'type': 'list_splat', 'children': ['142']}; {'id': '142', 'type': 'parenthesized_expression', 'children': ['143']}, {'id': '143', 'type': 'conditional_expression', 'children': ['144', '147', '150'], 'value': 'if'}; {'id': '144', 'type': 'tuple', 'children': ['145', '146']}, {'id': '145', 'type': 'identifier', 'children': [], 'value': 'num_hours'}; {'id': '146', 'type': 'string', 'children': [], 'value': "'s'"}, {'id': '147', 'type': 'comparison_operator', 'children': ['148', '149'], 'value': '>'}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'num_hours'}, {'id': '149', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '150', 'type': 'tuple', 'children': ['151', '152']}, {'id': '151', 'type': 'identifier', 'children': [], 'value': 'num_hours'}; {'id': '152', 'type': 'string', 'children': [], 'value': "''"}, {'id': '153', 'type': 'expression_statement', 'children': ['154']}; {'id': '154', 'type': 'assignment', 'children': ['155', '156']}, {'id': '155', 'type': 'identifier', 'children': [], 'value': 'num_minutes'}; {'id': '156', 'type': 'binary_operator', 'children': ['157', '160'], 'value': '//'}, {'id': '157', 'type': 'attribute', 'children': ['158', '159']}; {'id': '158', 'type': 'identifier', 'children': [], 'value': 'delta'}, {'id': '159', 'type': 'identifier', 'children': [], 'value': 'seconds'}; {'id': '160', 'type': 'integer', 'children': [], 'value': '60'}, {'id': '161', 'type': 'if_statement', 'children': ['162', '165']}; {'id': '162', 'type': 'comparison_operator', 'children': ['163', '164'], 'value': '>'}, {'id': '163', 'type': 'identifier', 'children': [], 'value': 'num_minutes'}; {'id': '164', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '165', 'type': 'block', 'children': ['166']}; {'id': '166', 'type': 'return_statement', 'children': ['167']}, {'id': '167', 'type': 'call', 'children': ['168', '171']}; {'id': '168', 'type': 'attribute', 'children': ['169', '170']}, {'id': '169', 'type': 'string', 'children': [], 'value': "'{} minute{} ago'"}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'format'}, {'id': '171', 'type': 'argument_list', 'children': ['172']}; {'id': '172', 'type': 'list_splat', 'children': ['173']}, {'id': '173', 'type': 'parenthesized_expression', 'children': ['174']}; {'id': '174', 'type': 'conditional_expression', 'children': ['175', '178', '181'], 'value': 'if'}, {'id': '175', 'type': 'tuple', 'children': ['176', '177']}; {'id': '176', 'type': 'identifier', 'children': [], 'value': 'num_minutes'}, {'id': '177', 'type': 'string', 'children': [], 'value': "'s'"}; {'id': '178', 'type': 'comparison_operator', 'children': ['179', '180'], 'value': '>'}, {'id': '179', 'type': 'identifier', 'children': [], 'value': 'num_minutes'}; {'id': '180', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '181', 'type': 'tuple', 'children': ['182', '183']}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'num_minutes'}, {'id': '183', 'type': 'string', 'children': [], 'value': "''"}; {'id': '184', 'type': 'return_statement', 'children': ['185']}, {'id': '185', 'type': 'string', 'children': [], 'value': "'a few seconds ago'"}
def humanize_timesince(start_time): if not start_time: return start_time delta = local_now() - start_time if delta.total_seconds() < 0: return 'a few seconds ago' num_years = delta.days // 365 if num_years > 0: return '{} year{} ago'.format( *((num_years, 's') if num_years > 1 else (num_years, ''))) num_weeks = delta.days // 7 if num_weeks > 0: return '{} week{} ago'.format( *((num_weeks, 's') if num_weeks > 1 else (num_weeks, ''))) num_days = delta.days if num_days > 0: return '{} day{} ago'.format( *((num_days, 's') if num_days > 1 else (num_days, ''))) num_hours = delta.seconds // 3600 if num_hours > 0: return '{} hour{} ago'.format(*((num_hours, 's') if num_hours > 1 else (num_hours, ''))) num_minutes = delta.seconds // 60 if num_minutes > 0: return '{} minute{} ago'.format( *((num_minutes, 's') if num_minutes > 1 else (num_minutes, ''))) return 'a few seconds ago'
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{'id': '274', 'type': 'attribute', 'children': ['275', '276']}, {'id': '275', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '276', 'type': 'identifier', 'children': [], 'value': 'daemon'}, {'id': '277', 'type': 'True', 'children': []}; {'id': '278', 'type': 'expression_statement', 'children': ['279']}, {'id': '279', 'type': 'call', 'children': ['280', '283']}; {'id': '280', 'type': 'attribute', 'children': ['281', '282']}, {'id': '281', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '282', 'type': 'identifier', 'children': [], 'value': 'start'}, {'id': '283', 'type': 'argument_list', 'children': []}; {'id': '284', 'type': 'for_statement', 'children': ['285', '286', '287']}, {'id': '285', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '286', 'type': 'identifier', 'children': [], 'value': 'handlers'}, {'id': '287', 'type': 'block', 'children': ['288', '295']}; {'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': 'queue'}; {'id': '292', 'type': 'identifier', 'children': [], 'value': 'put'}, {'id': '293', 'type': 'argument_list', 'children': ['294']}; {'id': '294', 'type': 'identifier', 'children': [], 'value': 'k'}, {'id': '295', 'type': 'if_statement', 'children': ['296', '299']}; {'id': '296', 'type': 'attribute', 'children': ['297', '298']}, {'id': '297', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '298', 'type': 'identifier', 'children': [], 'value': 'asynch'}, {'id': '299', 'type': 'block', 'children': ['300', '309']}; {'id': '300', 'type': 'expression_statement', 'children': ['301']}, {'id': '301', 'type': 'assignment', 'children': ['302', '306']}; {'id': '302', 'type': 'pattern_list', 'children': ['303', '304', '305']}, {'id': '303', 'type': 'identifier', 'children': [], 'value': 'h'}; {'id': '304', 'type': 'identifier', 'children': [], 'value': '_'}, {'id': '305', 'type': 'identifier', 'children': [], 'value': '_'}; {'id': '306', 'type': 'subscript', 'children': ['307', '308']}, {'id': '307', 'type': 'identifier', 'children': [], 'value': 'handlers'}; {'id': '308', 'type': 'identifier', 'children': [], 'value': 'k'}, {'id': '309', 'type': 'expression_statement', 'children': ['310']}; {'id': '310', 'type': 'call', 'children': ['311', '314']}, {'id': '311', 'type': 'attribute', 'children': ['312', '313']}; {'id': '312', 'type': 'identifier', 'children': [], 'value': 'result'}, {'id': '313', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '314', 'type': 'argument_list', 'children': ['315']}, {'id': '315', 'type': 'tuple', 'children': ['316', '317', '318']}; {'id': '316', 'type': 'None', 'children': []}, {'id': '317', 'type': 'None', 'children': []}; {'id': '318', 'type': 'identifier', 'children': [], 'value': 'h'}, {'id': '319', 'type': 'for_statement', 'children': ['320', '321', '325']}; {'id': '320', 'type': 'identifier', 'children': [], 'value': '_'}, {'id': '321', 'type': 'call', 'children': ['322', '323']}; {'id': '322', 'type': 'identifier', 'children': [], 'value': 'range'}, {'id': '323', 'type': 'argument_list', 'children': ['324']}; {'id': '324', 'type': 'identifier', 'children': [], 'value': 'threads'}, {'id': '325', 'type': 'block', 'children': ['326']}; {'id': '326', 'type': 'expression_statement', 'children': ['327']}, {'id': '327', 'type': 'call', 'children': ['328', '331']}; {'id': '328', 'type': 'attribute', 'children': ['329', '330']}, {'id': '329', 'type': 'identifier', 'children': [], 'value': 'queue'}; {'id': '330', 'type': 'identifier', 'children': [], 'value': 'put'}, {'id': '331', 'type': 'argument_list', 'children': ['332']}; {'id': '332', 'type': 'None', 'children': []}, {'id': '333', 'type': 'if_statement', 'children': ['334', '338']}; {'id': '334', 'type': 'not_operator', 'children': ['335']}, {'id': '335', 'type': 'attribute', 'children': ['336', '337']}; {'id': '336', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '337', 'type': 'identifier', 'children': [], 'value': 'asynch'}; {'id': '338', 'type': 'block', 'children': ['339']}, {'id': '339', 'type': 'expression_statement', 'children': ['340']}; {'id': '340', 'type': 'call', 'children': ['341', '344']}, {'id': '341', 'type': 'attribute', 'children': ['342', '343']}; {'id': '342', 'type': 'identifier', 'children': [], 'value': 'queue'}, {'id': '343', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '344', 'type': 'argument_list', 'children': []}, {'id': '345', 'type': 'return_statement', 'children': ['346']}; {'id': '346', 'type': 'boolean_operator', 'children': ['347', '351'], 'value': 'or'}, {'id': '347', 'type': 'call', 'children': ['348', '349']}; {'id': '348', 'type': 'identifier', 'children': [], 'value': 'tuple'}, {'id': '349', 'type': 'argument_list', 'children': ['350']}; {'id': '350', 'type': 'identifier', 'children': [], 'value': 'result'}, {'id': '351', 'type': 'None', 'children': []}
def fire(self, *args, **kw): result = [] with self._hlock: handlers = self.handlers if self.threads == 0: for k in handlers: h, m, t = handlers[k] try: r = self._memoize(h, m, t, *args, **kw) result.append(tuple(r)) except: result.append((False, self._error(sys.exc_info()), h)) elif self.threads > 0: queue = Queue() rlock = RLock() def _execute(*args, **kw): while True: try: item = queue.get() if item is None: queue.task_done() break h, m, t = handlers[item] try: r = self._memoize(h, m, t, *args, **kw) if not self.asynch: with rlock: result.append(tuple(r)) except: if not self.asynch: with rlock: result.append((False, self._error(sys.exc_info()), h)) queue.task_done() except Empty: break if handlers: threads = self._threads(handlers=handlers) for _ in range(threads): t = Thread(target=_execute, args=args, kwargs=kw) t.daemon = True t.start() for k in handlers: queue.put(k) if self.asynch: h, _, _ = handlers[k] result.append((None, None, h)) for _ in range(threads): queue.put(None) if not self.asynch: queue.join() return tuple(result) or None
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '18']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'runGetResults'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'cmd'}, {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'stdout'}, {'id': '7', 'type': 'True', 'children': []}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}, {'id': '9', 'type': 'identifier', 'children': [], 'value': 'stderr'}; {'id': '10', 'type': 'True', 'children': []}, {'id': '11', 'type': 'default_parameter', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'encoding'}, {'id': '13', 'type': 'call', 'children': ['14', '17']}; {'id': '14', 'type': 'attribute', 'children': ['15', '16']}, {'id': '15', 'type': 'identifier', 'children': [], 'value': 'sys'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'getdefaultencoding'}, {'id': '17', 'type': 'argument_list', 'children': []}; {'id': '18', 'type': 'block', 'children': ['19', '21', '59', '94', '115', '187', '191', '195', '199', '233', '267', '271', '278', '369', '409', '415']}, {'id': '19', 'type': 'expression_statement', 'children': ['20']}; {'id': '20', 'type': 'string', 'children': [], 'value': '\'\'\'\n runGetResults - Simple method to run a command and return the results of the execution as a dict.\n @param cmd <str/list> - String of command and arguments, or list of command and arguments\n If cmd is a string, the command will be executed as if ran exactly as written in a shell. This mode supports shell-isms like \'&&\' and \'|\'\n If cmd is a list, the first element will be the executable, and further elements are arguments that will be passed to that executable.\n @param stdout <True/False> - Default True, Whether to gather and include program\'s stdout data in results.\n If False, that data the program prints to stdout will just be output to the current tty and not recorded.\n If True, it will NOT be output to the tty, and will be recorded under the key "stdout" in the return dict.\n @param stderr <True/False or "stdout"/subprocess.STDOUT> - Default True, Whether to gather and include program\'s stderr data in results, or to combine with "stdout" data.\n If False, the data the program prints to stderr will just be output to the current tty and not recorded\n If True, it will NOT be output to the tty, and will be recorded under the key "stderr" in the return dict.\n If "stdout" or subprocess.STDOUT - stderr data will be blended with stdout data. This requires that stdout=True.\n @param encoding <None/str> - Default sys.getdefaultencoding(), the program\'s output will automatically be decoded using the provided codec (e.x. "utf-8" or "ascii").\n If None or False-ish, data will not be decoded (i.e. in python3 will be "bytes" type)\n If unsure, leave this as it\'s default value, or provide "utf-8"\n @return <dict> - Dict of results. Has following keys:\n \'returnCode\' - <int> - Always present, included the integer return-code from the command.\n \'stdout\' <unciode/str/bytes (depending on\n \'stderr\' <unicode/str/bytes (depending on\n @raises - SimpleCommandFailure if it cannot launch the given command, for reasons such as: cannot find the executable, or no permission to execute, etc\n \'\'\''}, {'id': '21', 'type': 'if_statement', 'children': ['22', '29', '36', '53']}; {'id': '22', 'type': 'comparison_operator', 'children': ['23', '24'], 'value': 'in'}, {'id': '23', 'type': 'identifier', 'children': [], 'value': 'stderr'}; {'id': '24', 'type': 'tuple', 'children': ['25', '26']}, {'id': '25', 'type': 'string', 'children': [], 'value': "'stdout'"}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}, {'id': '27', 'type': 'identifier', 'children': [], 'value': 'subprocess'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'STDOUT'}, {'id': '29', 'type': 'block', 'children': ['30']}; {'id': '30', 'type': 'expression_statement', 'children': ['31']}, {'id': '31', 'type': 'assignment', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'stderr'}, {'id': '33', 'type': 'attribute', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'subprocess'}, {'id': '35', 'type': 'identifier', 'children': [], 'value': 'STDOUT'}; {'id': '36', 'type': 'elif_clause', 'children': ['37', '46']}, {'id': '37', 'type': 'boolean_operator', 'children': ['38', '41'], 'value': 'or'}; {'id': '38', 'type': 'comparison_operator', 'children': ['39', '40'], 'value': '=='}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'stderr'}; {'id': '40', 'type': 'True', 'children': []}, {'id': '41', 'type': 'comparison_operator', 'children': ['42', '43'], 'value': '=='}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'stderr'}, {'id': '43', 'type': 'attribute', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'subprocess'}, {'id': '45', 'type': 'identifier', 'children': [], 'value': 'PIPE'}; {'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': 'stderr'}; {'id': '50', 'type': 'attribute', 'children': ['51', '52']}, {'id': '51', 'type': 'identifier', 'children': [], 'value': 'subprocess'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'PIPE'}, {'id': '53', 'type': 'else_clause', 'children': ['54']}; {'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': 'stderr'}; {'id': '58', 'type': 'None', 'children': []}, {'id': '59', 'type': 'if_statement', 'children': ['60', '69', '76']}; {'id': '60', 'type': 'boolean_operator', 'children': ['61', '64'], 'value': 'or'}, {'id': '61', 'type': 'comparison_operator', 'children': ['62', '63'], 'value': '=='}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'stdout'}, {'id': '63', 'type': 'True', 'children': []}; {'id': '64', 'type': 'comparison_operator', 'children': ['65', '66'], 'value': '=='}, {'id': '65', 'type': 'identifier', 'children': [], 'value': 'stdout'}; {'id': '66', 'type': 'attribute', 'children': ['67', '68']}, {'id': '67', 'type': 'identifier', 'children': [], 'value': 'subprocess'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'STDOUT'}, {'id': '69', 'type': 'block', 'children': ['70']}; {'id': '70', 'type': 'expression_statement', 'children': ['71']}, {'id': '71', 'type': 'assignment', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'stdout'}, {'id': '73', 'type': 'attribute', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'subprocess'}, {'id': '75', 'type': 'identifier', 'children': [], 'value': 'PIPE'}; {'id': '76', 'type': 'else_clause', 'children': ['77']}, {'id': '77', 'type': 'block', 'children': ['78', '82']}; {'id': '78', 'type': 'expression_statement', 'children': ['79']}, {'id': '79', 'type': 'assignment', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'stdout'}, {'id': '81', 'type': 'None', 'children': []}; {'id': '82', 'type': 'if_statement', 'children': ['83', '88']}, {'id': '83', 'type': 'comparison_operator', 'children': ['84', '85'], 'value': '=='}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'stderr'}, {'id': '85', 'type': 'attribute', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'subprocess'}, {'id': '87', 'type': 'identifier', 'children': [], 'value': 'PIPE'}; {'id': '88', 'type': 'block', 'children': ['89']}, {'id': '89', 'type': 'raise_statement', 'children': ['90']}; {'id': '90', 'type': 'call', 'children': ['91', '92']}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '92', 'type': 'argument_list', 'children': ['93']}, {'id': '93', 'type': 'string', 'children': [], 'value': "'Cannot redirect stderr to stdout if stdout is not captured.'"}; {'id': '94', 'type': 'if_statement', 'children': ['95', '104', '109']}, {'id': '95', 'type': 'call', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'issubclass'}, {'id': '97', 'type': 'argument_list', 'children': ['98', '101']}; {'id': '98', 'type': 'attribute', 'children': ['99', '100']}, {'id': '99', 'type': 'identifier', 'children': [], 'value': 'cmd'}; {'id': '100', 'type': 'identifier', 'children': [], 'value': '__class__'}, {'id': '101', 'type': 'tuple', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'list'}, {'id': '103', 'type': 'identifier', 'children': [], 'value': 'tuple'}; {'id': '104', 'type': 'block', 'children': ['105']}, {'id': '105', 'type': 'expression_statement', 'children': ['106']}; {'id': '106', 'type': 'assignment', 'children': ['107', '108']}, {'id': '107', 'type': 'identifier', 'children': [], 'value': 'shell'}; {'id': '108', 'type': 'False', 'children': []}, {'id': '109', 'type': 'else_clause', 'children': ['110']}; {'id': '110', 'type': 'block', 'children': ['111']}, {'id': '111', 'type': 'expression_statement', 'children': ['112']}; {'id': '112', 'type': 'assignment', 'children': ['113', '114']}, {'id': '113', 'type': 'identifier', 'children': [], 'value': 'shell'}; {'id': '114', 'type': 'True', 'children': []}, {'id': '115', 'type': 'try_statement', 'children': ['116', '135']}; {'id': '116', 'type': 'block', 'children': ['117']}, {'id': '117', 'type': 'expression_statement', 'children': ['118']}; {'id': '118', 'type': 'assignment', 'children': ['119', '120']}, {'id': '119', 'type': 'identifier', 'children': [], 'value': 'pipe'}; {'id': '120', 'type': 'call', 'children': ['121', '124']}, {'id': '121', 'type': 'attribute', 'children': ['122', '123']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'subprocess'}, {'id': '123', 'type': 'identifier', 'children': [], 'value': 'Popen'}; {'id': '124', 'type': 'argument_list', 'children': ['125', '126', '129', '132']}, {'id': '125', 'type': 'identifier', 'children': [], 'value': 'cmd'}; {'id': '126', 'type': 'keyword_argument', 'children': ['127', '128']}, {'id': '127', 'type': 'identifier', 'children': [], 'value': 'stdout'}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'stdout'}, {'id': '129', 'type': 'keyword_argument', 'children': ['130', '131']}; {'id': '130', 'type': 'identifier', 'children': [], 'value': 'stderr'}, {'id': '131', 'type': 'identifier', 'children': [], 'value': 'stderr'}; {'id': '132', 'type': 'keyword_argument', 'children': ['133', '134']}, {'id': '133', 'type': 'identifier', 'children': [], 'value': 'shell'}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'shell'}, {'id': '135', 'type': 'except_clause', 'children': ['136', '140']}; {'id': '136', 'type': 'as_pattern', 'children': ['137', '138']}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'Exception'}; {'id': '138', 'type': 'as_pattern_target', 'children': ['139']}, {'id': '139', 'type': 'identifier', 'children': [], 'value': 'e'}; {'id': '140', 'type': 'block', 'children': ['141', '172']}, {'id': '141', 'type': 'try_statement', 'children': ['142', '163']}; {'id': '142', 'type': 'block', 'children': ['143']}, {'id': '143', 'type': 'if_statement', 'children': ['144', '147', '157']}; {'id': '144', 'type': 'comparison_operator', 'children': ['145', '146'], 'value': 'is'}, {'id': '145', 'type': 'identifier', 'children': [], 'value': 'shell'}; {'id': '146', 'type': 'True', 'children': []}, {'id': '147', 'type': 'block', 'children': ['148']}; {'id': '148', 'type': 'expression_statement', 'children': ['149']}, {'id': '149', 'type': 'assignment', 'children': ['150', '151']}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'cmdStr'}, {'id': '151', 'type': 'call', 'children': ['152', '155']}; {'id': '152', 'type': 'attribute', 'children': ['153', '154']}, {'id': '153', 'type': 'string', 'children': [], 'value': "' '"}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'join'}, {'id': '155', 'type': 'argument_list', 'children': ['156']}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'cmd'}, {'id': '157', 'type': 'else_clause', 'children': ['158']}; {'id': '158', 'type': 'block', 'children': ['159']}, {'id': '159', 'type': 'expression_statement', 'children': ['160']}; {'id': '160', 'type': 'assignment', 'children': ['161', '162']}, {'id': '161', 'type': 'identifier', 'children': [], 'value': 'cmdStr'}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'cmd'}, {'id': '163', 'type': 'except_clause', 'children': ['164']}; {'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': 'cmdStr'}; {'id': '168', 'type': 'call', 'children': ['169', '170']}, {'id': '169', 'type': 'identifier', 'children': [], 'value': 'repr'}; {'id': '170', 'type': 'argument_list', 'children': ['171']}, {'id': '171', 'type': 'identifier', 'children': [], 'value': 'cmd'}; {'id': '172', 'type': 'raise_statement', 'children': ['173']}, {'id': '173', 'type': 'call', 'children': ['174', '175']}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'SimpleCommandFailure'}, {'id': '175', 'type': 'argument_list', 'children': ['176', '184']}; {'id': '176', 'type': 'binary_operator', 'children': ['177', '178'], 'value': '%'}, {'id': '177', 'type': 'string', 'children': [], 'value': '\'Failed to execute "%s": %s\''}; {'id': '178', 'type': 'tuple', 'children': ['179', '180']}, {'id': '179', 'type': 'identifier', 'children': [], 'value': 'cmdStr'}; {'id': '180', 'type': 'call', 'children': ['181', '182']}, {'id': '181', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '182', 'type': 'argument_list', 'children': ['183']}, {'id': '183', 'type': 'identifier', 'children': [], 'value': 'e'}; {'id': '184', 'type': 'keyword_argument', 'children': ['185', '186']}, {'id': '185', 'type': 'identifier', 'children': [], 'value': 'returnCode'}; {'id': '186', 'type': 'integer', 'children': [], 'value': '255'}, {'id': '187', 'type': 'expression_statement', 'children': ['188']}; {'id': '188', 'type': 'assignment', 'children': ['189', '190']}, {'id': '189', 'type': 'identifier', 'children': [], 'value': 'streams'}; {'id': '190', 'type': 'list', 'children': [], 'value': '[]'}, {'id': '191', 'type': 'expression_statement', 'children': ['192']}; {'id': '192', 'type': 'assignment', 'children': ['193', '194']}, {'id': '193', 'type': 'identifier', 'children': [], 'value': 'fileNoToKey'}; {'id': '194', 'type': 'dictionary', 'children': []}, {'id': '195', 'type': 'expression_statement', 'children': ['196']}; {'id': '196', 'type': 'assignment', 'children': ['197', '198']}, {'id': '197', 'type': 'identifier', 'children': [], 'value': 'ret'}; {'id': '198', 'type': 'dictionary', 'children': []}, {'id': '199', 'type': 'if_statement', 'children': ['200', '205']}; {'id': '200', 'type': 'comparison_operator', 'children': ['201', '202'], 'value': '=='}, {'id': '201', 'type': 'identifier', 'children': [], 'value': 'stdout'}; {'id': '202', 'type': 'attribute', 'children': ['203', '204']}, {'id': '203', 'type': 'identifier', 'children': [], 'value': 'subprocess'}; {'id': '204', 'type': 'identifier', 'children': [], 'value': 'PIPE'}, {'id': '205', 'type': 'block', 'children': ['206', '215', '227']}; {'id': '206', 'type': 'expression_statement', 'children': ['207']}, {'id': '207', 'type': 'call', 'children': ['208', '211']}; {'id': '208', 'type': 'attribute', 'children': ['209', '210']}, {'id': '209', 'type': 'identifier', 'children': [], 'value': 'streams'}; {'id': '210', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '211', 'type': 'argument_list', 'children': ['212']}; {'id': '212', 'type': 'attribute', 'children': ['213', '214']}, {'id': '213', 'type': 'identifier', 'children': [], 'value': 'pipe'}; {'id': '214', 'type': 'identifier', 'children': [], 'value': 'stdout'}, {'id': '215', 'type': 'expression_statement', 'children': ['216']}; {'id': '216', 'type': 'assignment', 'children': ['217', '226']}, {'id': '217', 'type': 'subscript', 'children': ['218', '219']}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'fileNoToKey'}, {'id': '219', 'type': 'call', 'children': ['220', '225']}; {'id': '220', 'type': 'attribute', 'children': ['221', '224']}, {'id': '221', 'type': 'attribute', 'children': ['222', '223']}; {'id': '222', 'type': 'identifier', 'children': [], 'value': 'pipe'}, {'id': '223', 'type': 'identifier', 'children': [], 'value': 'stdout'}; {'id': '224', 'type': 'identifier', 'children': [], 'value': 'fileno'}, {'id': '225', 'type': 'argument_list', 'children': []}; {'id': '226', 'type': 'string', 'children': [], 'value': "'stdout'"}, {'id': '227', 'type': 'expression_statement', 'children': ['228']}; {'id': '228', 'type': 'assignment', 'children': ['229', '232']}, {'id': '229', 'type': 'subscript', 'children': ['230', '231']}; {'id': '230', 'type': 'identifier', 'children': [], 'value': 'ret'}, {'id': '231', 'type': 'string', 'children': [], 'value': "'stdout'"}; {'id': '232', 'type': 'list', 'children': [], 'value': '[]'}, {'id': '233', 'type': 'if_statement', 'children': ['234', '239']}; {'id': '234', 'type': 'comparison_operator', 'children': ['235', '236'], 'value': '=='}, {'id': '235', 'type': 'identifier', 'children': [], 'value': 'stderr'}; {'id': '236', 'type': 'attribute', 'children': ['237', '238']}, {'id': '237', 'type': 'identifier', 'children': [], 'value': 'subprocess'}; {'id': '238', 'type': 'identifier', 'children': [], 'value': 'PIPE'}, {'id': '239', 'type': 'block', 'children': ['240', '249', '261']}; {'id': '240', 'type': 'expression_statement', 'children': ['241']}, {'id': '241', 'type': 'call', 'children': ['242', '245']}; {'id': '242', 'type': 'attribute', 'children': ['243', '244']}, {'id': '243', 'type': 'identifier', 'children': [], 'value': 'streams'}; {'id': '244', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '245', 'type': 'argument_list', 'children': ['246']}; {'id': '246', 'type': 'attribute', 'children': ['247', '248']}, {'id': '247', 'type': 'identifier', 'children': [], 'value': 'pipe'}; {'id': '248', 'type': 'identifier', 'children': [], 'value': 'stderr'}, {'id': '249', 'type': 'expression_statement', 'children': ['250']}; {'id': '250', 'type': 'assignment', 'children': ['251', '260']}, {'id': '251', 'type': 'subscript', 'children': ['252', '253']}; {'id': '252', 'type': 'identifier', 'children': [], 'value': 'fileNoToKey'}, {'id': '253', 'type': 'call', 'children': ['254', '259']}; {'id': '254', 'type': 'attribute', 'children': ['255', '258']}, {'id': '255', 'type': 'attribute', 'children': ['256', '257']}; {'id': '256', 'type': 'identifier', 'children': [], 'value': 'pipe'}, {'id': '257', 'type': 'identifier', 'children': [], 'value': 'stderr'}; {'id': '258', 'type': 'identifier', 'children': [], 'value': 'fileno'}, {'id': '259', 'type': 'argument_list', 'children': []}; {'id': '260', 'type': 'string', 'children': [], 'value': "'stderr'"}, {'id': '261', 'type': 'expression_statement', 'children': ['262']}; {'id': '262', 'type': 'assignment', 'children': ['263', '266']}, {'id': '263', 'type': 'subscript', 'children': ['264', '265']}; {'id': '264', 'type': 'identifier', 'children': [], 'value': 'ret'}, {'id': '265', 'type': 'string', 'children': [], 'value': "'stderr'"}; {'id': '266', 'type': 'list', 'children': [], 'value': '[]'}, {'id': '267', 'type': 'expression_statement', 'children': ['268']}; {'id': '268', 'type': 'assignment', 'children': ['269', '270']}, {'id': '269', 'type': 'identifier', 'children': [], 'value': 'returnCode'}; {'id': '270', 'type': 'None', 'children': []}, {'id': '271', 'type': 'expression_statement', 'children': ['272']}; {'id': '272', 'type': 'call', 'children': ['273', '276']}, {'id': '273', 'type': 'attribute', 'children': ['274', '275']}; {'id': '274', 'type': 'identifier', 'children': [], 'value': 'time'}, {'id': '275', 'type': 'identifier', 'children': [], 'value': 'sleep'}; {'id': '276', 'type': 'argument_list', 'children': ['277']}, {'id': '277', 'type': 'float', 'children': [], 'value': '.02'}; {'id': '278', 'type': 'while_statement', 'children': ['279', '284']}, {'id': '279', 'type': 'boolean_operator', 'children': ['280', '283'], 'value': 'or'}; {'id': '280', 'type': 'comparison_operator', 'children': ['281', '282'], 'value': 'is'}, {'id': '281', 'type': 'identifier', 'children': [], 'value': 'returnCode'}; {'id': '282', 'type': 'None', 'children': []}, {'id': '283', 'type': 'identifier', 'children': [], 'value': 'streams'}; {'id': '284', 'type': 'block', 'children': ['285', '293']}, {'id': '285', 'type': 'expression_statement', 'children': ['286']}; {'id': '286', 'type': 'assignment', 'children': ['287', '288']}, {'id': '287', 'type': 'identifier', 'children': [], 'value': 'returnCode'}; {'id': '288', 'type': 'call', 'children': ['289', '292']}, {'id': '289', 'type': 'attribute', 'children': ['290', '291']}; {'id': '290', 'type': 'identifier', 'children': [], 'value': 'pipe'}, {'id': '291', 'type': 'identifier', 'children': [], 'value': 'poll'}; {'id': '292', 'type': 'argument_list', 'children': []}, {'id': '293', 'type': 'while_statement', 'children': ['294', '295']}; {'id': '294', 'type': 'True', 'children': []}, {'id': '295', 'type': 'block', 'children': ['296', '311', '323']}; {'id': '296', 'type': 'expression_statement', 'children': ['297']}, {'id': '297', 'type': 'assignment', 'children': ['298', '302']}; {'id': '298', 'type': 'tuple_pattern', 'children': ['299', '300', '301']}, {'id': '299', 'type': 'identifier', 'children': [], 'value': 'readyToRead'}; {'id': '300', 'type': 'identifier', 'children': [], 'value': 'junk1'}, {'id': '301', 'type': 'identifier', 'children': [], 'value': 'junk2'}; {'id': '302', 'type': 'call', 'children': ['303', '306']}, {'id': '303', 'type': 'attribute', 'children': ['304', '305']}; {'id': '304', 'type': 'identifier', 'children': [], 'value': 'select'}, {'id': '305', 'type': 'identifier', 'children': [], 'value': 'select'}; {'id': '306', 'type': 'argument_list', 'children': ['307', '308', '309', '310']}, {'id': '307', 'type': 'identifier', 'children': [], 'value': 'streams'}; {'id': '308', 'type': 'list', 'children': [], 'value': '[]'}, {'id': '309', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '310', 'type': 'float', 'children': [], 'value': '.005'}, {'id': '311', 'type': 'if_statement', 'children': ['312', '314']}; {'id': '312', 'type': 'not_operator', 'children': ['313']}, {'id': '313', 'type': 'identifier', 'children': [], 'value': 'readyToRead'}; {'id': '314', 'type': 'block', 'children': ['315', '322']}, {'id': '315', 'type': 'expression_statement', 'children': ['316']}; {'id': '316', 'type': 'call', 'children': ['317', '320']}, {'id': '317', 'type': 'attribute', 'children': ['318', '319']}; {'id': '318', 'type': 'identifier', 'children': [], 'value': 'time'}, {'id': '319', 'type': 'identifier', 'children': [], 'value': 'sleep'}; {'id': '320', 'type': 'argument_list', 'children': ['321']}, {'id': '321', 'type': 'float', 'children': [], 'value': '.01'}; {'id': '322', 'type': 'break_statement', 'children': []}, {'id': '323', 'type': 'for_statement', 'children': ['324', '325', '326']}; {'id': '324', 'type': 'identifier', 'children': [], 'value': 'readyStream'}, {'id': '325', 'type': 'identifier', 'children': [], 'value': 'readyToRead'}; {'id': '326', 'type': 'block', 'children': ['327', '337', '345', '360']}, {'id': '327', 'type': 'expression_statement', 'children': ['328']}; {'id': '328', 'type': 'assignment', 'children': ['329', '330']}, {'id': '329', 'type': 'identifier', 'children': [], 'value': 'retKey'}; {'id': '330', 'type': 'subscript', 'children': ['331', '332']}, {'id': '331', 'type': 'identifier', 'children': [], 'value': 'fileNoToKey'}; {'id': '332', 'type': 'call', 'children': ['333', '336']}, {'id': '333', 'type': 'attribute', 'children': ['334', '335']}; {'id': '334', 'type': 'identifier', 'children': [], 'value': 'readyStream'}, {'id': '335', 'type': 'identifier', 'children': [], 'value': 'fileno'}; {'id': '336', 'type': 'argument_list', 'children': []}, {'id': '337', 'type': 'expression_statement', 'children': ['338']}; {'id': '338', 'type': 'assignment', 'children': ['339', '340']}, {'id': '339', 'type': 'identifier', 'children': [], 'value': 'curRead'}; {'id': '340', 'type': 'call', 'children': ['341', '344']}, {'id': '341', 'type': 'attribute', 'children': ['342', '343']}; {'id': '342', 'type': 'identifier', 'children': [], 'value': 'readyStream'}, {'id': '343', 'type': 'identifier', 'children': [], 'value': 'read'}; {'id': '344', 'type': 'argument_list', 'children': []}, {'id': '345', 'type': 'if_statement', 'children': ['346', '351']}; {'id': '346', 'type': 'comparison_operator', 'children': ['347', '348'], 'value': 'in'}, {'id': '347', 'type': 'identifier', 'children': [], 'value': 'curRead'}; {'id': '348', 'type': 'tuple', 'children': ['349', '350']}, {'id': '349', 'type': 'string', 'children': [], 'value': "b''"}; {'id': '350', 'type': 'string', 'children': [], 'value': "''"}, {'id': '351', 'type': 'block', 'children': ['352', '359']}; {'id': '352', 'type': 'expression_statement', 'children': ['353']}, {'id': '353', 'type': 'call', 'children': ['354', '357']}; {'id': '354', 'type': 'attribute', 'children': ['355', '356']}, {'id': '355', 'type': 'identifier', 'children': [], 'value': 'streams'}; {'id': '356', 'type': 'identifier', 'children': [], 'value': 'remove'}, {'id': '357', 'type': 'argument_list', 'children': ['358']}; {'id': '358', 'type': 'identifier', 'children': [], 'value': 'readyStream'}, {'id': '359', 'type': 'continue_statement', 'children': []}; {'id': '360', 'type': 'expression_statement', 'children': ['361']}, {'id': '361', 'type': 'call', 'children': ['362', '367']}; {'id': '362', 'type': 'attribute', 'children': ['363', '366']}, {'id': '363', 'type': 'subscript', 'children': ['364', '365']}; {'id': '364', 'type': 'identifier', 'children': [], 'value': 'ret'}, {'id': '365', 'type': 'identifier', 'children': [], 'value': 'retKey'}; {'id': '366', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '367', 'type': 'argument_list', 'children': ['368']}; {'id': '368', 'type': 'identifier', 'children': [], 'value': 'curRead'}, {'id': '369', 'type': 'for_statement', 'children': ['370', '371', '379']}; {'id': '370', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '371', 'type': 'call', 'children': ['372', '373']}; {'id': '372', 'type': 'identifier', 'children': [], 'value': 'list'}, {'id': '373', 'type': 'argument_list', 'children': ['374']}; {'id': '374', 'type': 'call', 'children': ['375', '378']}, {'id': '375', 'type': 'attribute', 'children': ['376', '377']}; {'id': '376', 'type': 'identifier', 'children': [], 'value': 'ret'}, {'id': '377', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '378', 'type': 'argument_list', 'children': []}, {'id': '379', 'type': 'block', 'children': ['380', '393']}; {'id': '380', 'type': 'expression_statement', 'children': ['381']}, {'id': '381', 'type': 'assignment', 'children': ['382', '385']}; {'id': '382', 'type': 'subscript', 'children': ['383', '384']}, {'id': '383', 'type': 'identifier', 'children': [], 'value': 'ret'}; {'id': '384', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '385', 'type': 'call', 'children': ['386', '389']}; {'id': '386', 'type': 'attribute', 'children': ['387', '388']}, {'id': '387', 'type': 'string', 'children': [], 'value': "b''"}; {'id': '388', 'type': 'identifier', 'children': [], 'value': 'join'}, {'id': '389', 'type': 'argument_list', 'children': ['390']}; {'id': '390', 'type': 'subscript', 'children': ['391', '392']}, {'id': '391', 'type': 'identifier', 'children': [], 'value': 'ret'}; {'id': '392', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '393', 'type': 'if_statement', 'children': ['394', '395']}; {'id': '394', 'type': 'identifier', 'children': [], 'value': 'encoding'}, {'id': '395', 'type': 'block', 'children': ['396']}; {'id': '396', 'type': 'expression_statement', 'children': ['397']}, {'id': '397', 'type': 'assignment', 'children': ['398', '401']}; {'id': '398', 'type': 'subscript', 'children': ['399', '400']}, {'id': '399', 'type': 'identifier', 'children': [], 'value': 'ret'}; {'id': '400', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '401', 'type': 'call', 'children': ['402', '407']}; {'id': '402', 'type': 'attribute', 'children': ['403', '406']}, {'id': '403', 'type': 'subscript', 'children': ['404', '405']}; {'id': '404', 'type': 'identifier', 'children': [], 'value': 'ret'}, {'id': '405', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '406', 'type': 'identifier', 'children': [], 'value': 'decode'}, {'id': '407', 'type': 'argument_list', 'children': ['408']}; {'id': '408', 'type': 'identifier', 'children': [], 'value': 'encoding'}, {'id': '409', 'type': 'expression_statement', 'children': ['410']}; {'id': '410', 'type': 'assignment', 'children': ['411', '414']}, {'id': '411', 'type': 'subscript', 'children': ['412', '413']}; {'id': '412', 'type': 'identifier', 'children': [], 'value': 'ret'}, {'id': '413', 'type': 'string', 'children': [], 'value': "'returnCode'"}; {'id': '414', 'type': 'identifier', 'children': [], 'value': 'returnCode'}, {'id': '415', 'type': 'return_statement', 'children': ['416']}
def runGetResults(cmd, stdout=True, stderr=True, encoding=sys.getdefaultencoding()): ''' runGetResults - Simple method to run a command and return the results of the execution as a dict. @param cmd <str/list> - String of command and arguments, or list of command and arguments If cmd is a string, the command will be executed as if ran exactly as written in a shell. This mode supports shell-isms like '&&' and '|' If cmd is a list, the first element will be the executable, and further elements are arguments that will be passed to that executable. @param stdout <True/False> - Default True, Whether to gather and include program's stdout data in results. If False, that data the program prints to stdout will just be output to the current tty and not recorded. If True, it will NOT be output to the tty, and will be recorded under the key "stdout" in the return dict. @param stderr <True/False or "stdout"/subprocess.STDOUT> - Default True, Whether to gather and include program's stderr data in results, or to combine with "stdout" data. If False, the data the program prints to stderr will just be output to the current tty and not recorded If True, it will NOT be output to the tty, and will be recorded under the key "stderr" in the return dict. If "stdout" or subprocess.STDOUT - stderr data will be blended with stdout data. This requires that stdout=True. @param encoding <None/str> - Default sys.getdefaultencoding(), the program's output will automatically be decoded using the provided codec (e.x. "utf-8" or "ascii"). If None or False-ish, data will not be decoded (i.e. in python3 will be "bytes" type) If unsure, leave this as it's default value, or provide "utf-8" @return <dict> - Dict of results. Has following keys: 'returnCode' - <int> - Always present, included the integer return-code from the command. 'stdout' <unciode/str/bytes (depending on 'stderr' <unicode/str/bytes (depending on @raises - SimpleCommandFailure if it cannot launch the given command, for reasons such as: cannot find the executable, or no permission to execute, etc ''' if stderr in ('stdout', subprocess.STDOUT): stderr = subprocess.STDOUT elif stderr == True or stderr == subprocess.PIPE: stderr = subprocess.PIPE else: stderr = None if stdout == True or stdout == subprocess.STDOUT: stdout = subprocess.PIPE else: stdout = None if stderr == subprocess.PIPE: raise ValueError('Cannot redirect stderr to stdout if stdout is not captured.') if issubclass(cmd.__class__, (list, tuple)): shell = False else: shell = True try: pipe = subprocess.Popen(cmd, stdout=stdout, stderr=stderr, shell=shell) except Exception as e: try: if shell is True: cmdStr = ' '.join(cmd) else: cmdStr = cmd except: cmdStr = repr(cmd) raise SimpleCommandFailure('Failed to execute "%s": %s' %(cmdStr, str(e)), returnCode=255) streams = [] fileNoToKey = {} ret = {} if stdout == subprocess.PIPE: streams.append(pipe.stdout) fileNoToKey[pipe.stdout.fileno()] = 'stdout' ret['stdout'] = [] if stderr == subprocess.PIPE: streams.append(pipe.stderr) fileNoToKey[pipe.stderr.fileno()] = 'stderr' ret['stderr'] = [] returnCode = None time.sleep(.02) while returnCode is None or streams: returnCode = pipe.poll() while True: (readyToRead, junk1, junk2) = select.select(streams, [], [], .005) if not readyToRead: time.sleep(.01) break for readyStream in readyToRead: retKey = fileNoToKey[readyStream.fileno()] curRead = readyStream.read() if curRead in (b'', ''): streams.remove(readyStream) continue ret[retKey].append(curRead) for key in list(ret.keys()): ret[key] = b''.join(ret[key]) if encoding: ret[key] = ret[key].decode(encoding) ret['returnCode'] = returnCode return ret
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_pathway_feature_permutation'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'pathway_feature_tuples'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'permutation_max_iters'}; {'id': '6', 'type': 'block', 'children': ['7', '24', '31', '38', '42', '46', '245', '252']}, {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '12']}, {'id': '9', 'type': 'pattern_list', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'pathways'}, {'id': '11', 'type': 'identifier', 'children': [], 'value': 'features'}; {'id': '12', 'type': 'list_comprehension', 'children': ['13', '17']}, {'id': '13', 'type': 'call', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'list'}, {'id': '15', 'type': 'argument_list', 'children': ['16']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'elements_at_position'}, {'id': '17', 'type': 'for_in_clause', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'elements_at_position'}, {'id': '19', 'type': 'call', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'zip'}, {'id': '21', 'type': 'argument_list', 'children': ['22']}; {'id': '22', 'type': 'list_splat', 'children': ['23']}, {'id': '23', 'type': 'identifier', 'children': [], 'value': 'pathway_feature_tuples'}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}, {'id': '25', 'type': 'assignment', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'original_pathways'}, {'id': '27', 'type': 'subscript', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'pathways'}, {'id': '29', 'type': 'slice', 'children': ['30']}; {'id': '30', 'type': 'colon', 'children': []}, {'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': 'random'}, {'id': '35', 'type': 'identifier', 'children': [], 'value': 'shuffle'}; {'id': '36', 'type': 'argument_list', 'children': ['37']}, {'id': '37', 'type': 'identifier', 'children': [], 'value': 'pathways'}; {'id': '38', 'type': 'expression_statement', 'children': ['39']}, {'id': '39', 'type': 'assignment', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'feature_block_locations'}, {'id': '41', 'type': 'dictionary', 'children': []}; {'id': '42', 'type': 'expression_statement', 'children': ['43']}, {'id': '43', 'type': 'assignment', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'i'}, {'id': '45', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '46', 'type': 'while_statement', 'children': ['47', '53']}, {'id': '47', 'type': 'comparison_operator', 'children': ['48', '49'], 'value': '<'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'i'}, {'id': '49', 'type': 'call', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '51', 'type': 'argument_list', 'children': ['52']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'pathways'}, {'id': '53', 'type': 'block', 'children': ['54', '58', '64', '70', '233', '237']}; {'id': '54', 'type': 'expression_statement', 'children': ['55']}, {'id': '55', 'type': 'assignment', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'starting_index'}, {'id': '57', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '58', 'type': 'expression_statement', 'children': ['59']}, {'id': '59', 'type': 'assignment', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'current_feature'}, {'id': '61', 'type': 'subscript', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'features'}, {'id': '63', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '64', 'type': 'expression_statement', 'children': ['65']}, {'id': '65', 'type': 'assignment', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'pathway_set'}, {'id': '67', 'type': 'call', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'set'}, {'id': '69', 'type': 'argument_list', 'children': []}; {'id': '70', 'type': 'while_statement', 'children': ['71', '83']}, {'id': '71', 'type': 'boolean_operator', 'children': ['72', '78'], 'value': 'and'}; {'id': '72', 'type': 'comparison_operator', 'children': ['73', '74'], 'value': '<'}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '74', 'type': 'call', 'children': ['75', '76']}, {'id': '75', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '76', 'type': 'argument_list', 'children': ['77']}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'pathways'}; {'id': '78', 'type': 'comparison_operator', 'children': ['79', '82'], 'value': '=='}, {'id': '79', 'type': 'subscript', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'features'}, {'id': '81', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'current_feature'}, {'id': '83', 'type': 'block', 'children': ['84', '229']}; {'id': '84', 'type': 'if_statement', 'children': ['85', '90', '100']}, {'id': '85', 'type': 'comparison_operator', 'children': ['86', '89'], 'value': 'not'}; {'id': '86', 'type': 'subscript', 'children': ['87', '88']}, {'id': '87', 'type': 'identifier', 'children': [], 'value': 'pathways'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'i'}, {'id': '89', 'type': 'identifier', 'children': [], 'value': 'pathway_set'}; {'id': '90', 'type': 'block', 'children': ['91']}, {'id': '91', 'type': 'expression_statement', 'children': ['92']}; {'id': '92', 'type': 'call', 'children': ['93', '96']}, {'id': '93', 'type': 'attribute', 'children': ['94', '95']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'pathway_set'}, {'id': '95', 'type': 'identifier', 'children': [], 'value': 'add'}; {'id': '96', 'type': 'argument_list', 'children': ['97']}, {'id': '97', 'type': 'subscript', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'pathways'}, {'id': '99', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '100', 'type': 'else_clause', 'children': ['101']}, {'id': '101', 'type': 'block', 'children': ['102', '106', '110', '208', '215', '223']}; {'id': '102', 'type': 'expression_statement', 'children': ['103']}, {'id': '103', 'type': 'assignment', 'children': ['104', '105']}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'k'}, {'id': '105', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '106', 'type': 'expression_statement', 'children': ['107']}, {'id': '107', 'type': 'assignment', 'children': ['108', '109']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'random_pathway'}, {'id': '109', 'type': 'None', 'children': []}; {'id': '110', 'type': 'while_statement', 'children': ['111', '112']}, {'id': '111', 'type': 'True', 'children': []}; {'id': '112', 'type': 'block', 'children': ['113', '129', '135', '141', '185', '189']}, {'id': '113', 'type': 'expression_statement', 'children': ['114']}; {'id': '114', 'type': 'assignment', 'children': ['115', '116']}, {'id': '115', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '116', 'type': 'call', 'children': ['117', '120']}, {'id': '117', 'type': 'attribute', 'children': ['118', '119']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'random'}, {'id': '119', 'type': 'identifier', 'children': [], 'value': 'choice'}; {'id': '120', 'type': 'argument_list', 'children': ['121']}, {'id': '121', 'type': 'call', 'children': ['122', '123']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'range'}, {'id': '123', 'type': 'argument_list', 'children': ['124', '125']}; {'id': '124', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '125', 'type': 'call', 'children': ['126', '127']}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '127', 'type': 'argument_list', 'children': ['128']}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'pathways'}, {'id': '129', 'type': 'expression_statement', 'children': ['130']}; {'id': '130', 'type': 'assignment', 'children': ['131', '132']}, {'id': '131', 'type': 'identifier', 'children': [], 'value': 'random_pathway'}; {'id': '132', 'type': 'subscript', 'children': ['133', '134']}, {'id': '133', 'type': 'identifier', 'children': [], 'value': 'pathways'}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'j'}, {'id': '135', 'type': 'expression_statement', 'children': ['136']}; {'id': '136', 'type': 'assignment', 'children': ['137', '138']}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'random_feature'}; {'id': '138', 'type': 'subscript', 'children': ['139', '140']}, {'id': '139', 'type': 'identifier', 'children': [], 'value': 'features'}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'j'}, {'id': '141', 'type': 'if_statement', 'children': ['142', '152']}; {'id': '142', 'type': 'parenthesized_expression', 'children': ['143']}, {'id': '143', 'type': 'boolean_operator', 'children': ['144', '149'], 'value': 'and'}; {'id': '144', 'type': 'comparison_operator', 'children': ['145', '146'], 'value': '!='}, {'id': '145', 'type': 'identifier', 'children': [], 'value': 'random_pathway'}; {'id': '146', 'type': 'subscript', 'children': ['147', '148']}, {'id': '147', 'type': 'identifier', 'children': [], 'value': 'pathways'}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'i'}, {'id': '149', 'type': 'comparison_operator', 'children': ['150', '151'], 'value': 'not'}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'random_pathway'}, {'id': '151', 'type': 'identifier', 'children': [], 'value': 'pathway_set'}; {'id': '152', 'type': 'block', 'children': ['153', '159', '168', '177']}, {'id': '153', 'type': 'if_statement', 'children': ['154', '157']}; {'id': '154', 'type': 'comparison_operator', 'children': ['155', '156'], 'value': 'not'}, {'id': '155', 'type': 'identifier', 'children': [], 'value': 'random_feature'}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'feature_block_locations'}, {'id': '157', 'type': 'block', 'children': ['158']}; {'id': '158', 'type': 'break_statement', 'children': []}, {'id': '159', 'type': 'expression_statement', 'children': ['160']}; {'id': '160', 'type': 'assignment', 'children': ['161', '164', '165']}, {'id': '161', 'type': 'pattern_list', 'children': ['162', '163']}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'feature_block_start'}, {'id': '163', 'type': 'identifier', 'children': [], 'value': 'feature_block_end'}; {'id': '164', 'type': 'line_continuation', 'children': [], 'value': '\\'}, {'id': '165', 'type': 'subscript', 'children': ['166', '167']}; {'id': '166', 'type': 'identifier', 'children': [], 'value': 'feature_block_locations'}, {'id': '167', 'type': 'identifier', 'children': [], 'value': 'random_feature'}; {'id': '168', 'type': 'expression_statement', 'children': ['169']}, {'id': '169', 'type': 'assignment', 'children': ['170', '171']}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'pathway_block'}, {'id': '171', 'type': 'subscript', 'children': ['172', '173']}; {'id': '172', 'type': 'identifier', 'children': [], 'value': 'pathways'}, {'id': '173', 'type': 'slice', 'children': ['174', '175', '176']}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'feature_block_start'}, {'id': '175', 'type': 'colon', 'children': []}; {'id': '176', 'type': 'identifier', 'children': [], 'value': 'feature_block_end'}, {'id': '177', 'type': 'if_statement', 'children': ['178', '183']}; {'id': '178', 'type': 'comparison_operator', 'children': ['179', '182'], 'value': 'not'}, {'id': '179', 'type': 'subscript', 'children': ['180', '181']}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'pathways'}, {'id': '181', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'pathway_block'}, {'id': '183', 'type': 'block', 'children': ['184']}; {'id': '184', 'type': 'break_statement', 'children': []}, {'id': '185', 'type': 'expression_statement', 'children': ['186']}; {'id': '186', 'type': 'augmented_assignment', 'children': ['187', '188'], 'value': '+='}, {'id': '187', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '188', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '189', 'type': 'if_statement', 'children': ['190', '193']}; {'id': '190', 'type': 'comparison_operator', 'children': ['191', '192'], 'value': '>'}, {'id': '191', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'permutation_max_iters'}, {'id': '193', 'type': 'block', 'children': ['194', '206']}; {'id': '194', 'type': 'expression_statement', 'children': ['195']}, {'id': '195', 'type': 'call', 'children': ['196', '197']}; {'id': '196', 'type': 'identifier', 'children': [], 'value': 'print'}, {'id': '197', 'type': 'argument_list', 'children': ['198']}; {'id': '198', 'type': 'call', 'children': ['199', '204']}, {'id': '199', 'type': 'attribute', 'children': ['200', '203']}; {'id': '200', 'type': 'concatenated_string', 'children': ['201', '202']}, {'id': '201', 'type': 'string', 'children': [], 'value': '"Permutation step: reached the maximum "'}; {'id': '202', 'type': 'string', 'children': [], 'value': '"number of iterations {0}."'}, {'id': '203', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '204', 'type': 'argument_list', 'children': ['205']}, {'id': '205', 'type': 'identifier', 'children': [], 'value': 'permutation_max_iters'}; {'id': '206', 'type': 'return_statement', 'children': ['207']}, {'id': '207', 'type': 'None', 'children': []}; {'id': '208', 'type': 'expression_statement', 'children': ['209']}, {'id': '209', 'type': 'call', 'children': ['210', '213']}; {'id': '210', 'type': 'attribute', 'children': ['211', '212']}, {'id': '211', 'type': 'identifier', 'children': [], 'value': 'pathway_set'}; {'id': '212', 'type': 'identifier', 'children': [], 'value': 'add'}, {'id': '213', 'type': 'argument_list', 'children': ['214']}; {'id': '214', 'type': 'identifier', 'children': [], 'value': 'random_pathway'}, {'id': '215', 'type': 'expression_statement', 'children': ['216']}; {'id': '216', 'type': 'assignment', 'children': ['217', '220']}, {'id': '217', 'type': 'subscript', 'children': ['218', '219']}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'pathways'}, {'id': '219', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '220', 'type': 'subscript', 'children': ['221', '222']}, {'id': '221', 'type': 'identifier', 'children': [], 'value': 'pathways'}; {'id': '222', 'type': 'identifier', 'children': [], 'value': 'i'}, {'id': '223', 'type': 'expression_statement', 'children': ['224']}; {'id': '224', 'type': 'assignment', 'children': ['225', '228']}, {'id': '225', 'type': 'subscript', 'children': ['226', '227']}; {'id': '226', 'type': 'identifier', 'children': [], 'value': 'pathways'}, {'id': '227', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '228', 'type': 'identifier', 'children': [], 'value': 'random_pathway'}, {'id': '229', 'type': 'expression_statement', 'children': ['230']}; {'id': '230', 'type': 'augmented_assignment', 'children': ['231', '232'], 'value': '+='}, {'id': '231', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '232', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '233', 'type': 'expression_statement', 'children': ['234']}; {'id': '234', 'type': 'assignment', 'children': ['235', '236']}, {'id': '235', 'type': 'identifier', 'children': [], 'value': 'ending_index'}; {'id': '236', 'type': 'identifier', 'children': [], 'value': 'i'}, {'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': 'feature_block_locations'}, {'id': '241', 'type': 'identifier', 'children': [], 'value': 'current_feature'}; {'id': '242', 'type': 'tuple', 'children': ['243', '244']}, {'id': '243', 'type': 'identifier', 'children': [], 'value': 'starting_index'}; {'id': '244', 'type': 'identifier', 'children': [], 'value': 'ending_index'}, {'id': '245', 'type': 'if_statement', 'children': ['246', '249']}; {'id': '246', 'type': 'comparison_operator', 'children': ['247', '248'], 'value': '=='}, {'id': '247', 'type': 'identifier', 'children': [], 'value': 'original_pathways'}; {'id': '248', 'type': 'identifier', 'children': [], 'value': 'pathways'}, {'id': '249', 'type': 'block', 'children': ['250']}; {'id': '250', 'type': 'return_statement', 'children': ['251']}, {'id': '251', 'type': 'None', 'children': []}; {'id': '252', 'type': 'return_statement', 'children': ['253']}, {'id': '253', 'type': 'call', 'children': ['254', '255']}; {'id': '254', 'type': 'identifier', 'children': [], 'value': 'list'}, {'id': '255', 'type': 'argument_list', 'children': ['256']}; {'id': '256', 'type': 'call', 'children': ['257', '258']}, {'id': '257', 'type': 'identifier', 'children': [], 'value': 'zip'}; {'id': '258', 'type': 'argument_list', 'children': ['259', '260']}, {'id': '259', 'type': 'identifier', 'children': [], 'value': 'pathways'}
def _pathway_feature_permutation(pathway_feature_tuples, permutation_max_iters): pathways, features = [list(elements_at_position) for elements_at_position in zip(*pathway_feature_tuples)] original_pathways = pathways[:] random.shuffle(pathways) feature_block_locations = {} i = 0 while i < len(pathways): starting_index = i current_feature = features[i] pathway_set = set() while i < len(pathways) and features[i] == current_feature: if pathways[i] not in pathway_set: pathway_set.add(pathways[i]) else: k = 0 random_pathway = None while True: j = random.choice(range(0, len(pathways))) random_pathway = pathways[j] random_feature = features[j] if (random_pathway != pathways[i] and random_pathway not in pathway_set): if random_feature not in feature_block_locations: break feature_block_start, feature_block_end = \ feature_block_locations[random_feature] pathway_block = pathways[feature_block_start: feature_block_end] if pathways[i] not in pathway_block: break k += 1 if k > permutation_max_iters: print("Permutation step: reached the maximum " "number of iterations {0}.".format( permutation_max_iters)) return None pathway_set.add(random_pathway) pathways[j] = pathways[i] pathways[i] = random_pathway i += 1 ending_index = i feature_block_locations[current_feature] = ( starting_index, ending_index) if original_pathways == pathways: return None return list(zip(pathways, features))
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_field_infos'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'code'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'free_format'}; {'id': '6', 'type': 'block', 'children': ['7', '11', '15', '22', '26', '190']}, {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}, {'id': '9', 'type': 'identifier', 'children': [], 'value': 'offset'}; {'id': '10', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '11', 'type': 'expression_statement', 'children': ['12']}; {'id': '12', 'type': 'assignment', 'children': ['13', '14']}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'field_infos'}; {'id': '14', 'type': 'list', 'children': [], 'value': '[]'}, {'id': '15', 'type': 'expression_statement', 'children': ['16']}; {'id': '16', 'type': 'assignment', 'children': ['17', '18']}, {'id': '17', 'type': 'identifier', 'children': [], 'value': 'lines'}; {'id': '18', 'type': 'call', 'children': ['19', '20']}, {'id': '19', 'type': 'identifier', 'children': [], 'value': '_clean_code'}; {'id': '20', 'type': 'argument_list', 'children': ['21']}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'code'}; {'id': '22', 'type': 'expression_statement', 'children': ['23']}, {'id': '23', 'type': 'assignment', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'previous_offset'}, {'id': '25', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '26', 'type': 'for_statement', 'children': ['27', '28', '33']}, {'id': '27', 'type': 'identifier', 'children': [], 'value': 'row'}; {'id': '28', 'type': 'call', 'children': ['29', '30']}, {'id': '29', 'type': 'identifier', 'children': [], 'value': 'process_cobol'}; {'id': '30', 'type': 'argument_list', 'children': ['31', '32']}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'lines'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'free_format'}, {'id': '33', 'type': 'block', 'children': ['34', '40', '48', '56', '64', '72', '80', '88', '112', '123', '134', '145', '151', '170', '177']}; {'id': '34', 'type': 'expression_statement', 'children': ['35']}, {'id': '35', 'type': 'assignment', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'fi'}, {'id': '37', 'type': 'call', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'PicFieldInfo'}, {'id': '39', 'type': 'argument_list', 'children': []}; {'id': '40', 'type': 'expression_statement', 'children': ['41']}, {'id': '41', 'type': 'assignment', 'children': ['42', '45']}; {'id': '42', 'type': 'attribute', 'children': ['43', '44']}, {'id': '43', 'type': 'identifier', 'children': [], 'value': 'fi'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'name'}, {'id': '45', 'type': 'subscript', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'row'}, {'id': '47', 'type': 'string', 'children': [], 'value': '"name"'}; {'id': '48', 'type': 'expression_statement', 'children': ['49']}, {'id': '49', 'type': 'assignment', 'children': ['50', '53']}; {'id': '50', 'type': 'attribute', 'children': ['51', '52']}, {'id': '51', 'type': 'identifier', 'children': [], 'value': 'fi'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'level'}, {'id': '53', 'type': 'subscript', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'row'}, {'id': '55', 'type': 'string', 'children': [], 'value': '"level"'}; {'id': '56', 'type': 'expression_statement', 'children': ['57']}, {'id': '57', 'type': 'assignment', 'children': ['58', '61']}; {'id': '58', 'type': 'attribute', 'children': ['59', '60']}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'fi'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'pic'}, {'id': '61', 'type': 'subscript', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'row'}, {'id': '63', 'type': 'string', 'children': [], 'value': '"pic"'}; {'id': '64', 'type': 'expression_statement', 'children': ['65']}, {'id': '65', 'type': 'assignment', 'children': ['66', '69']}; {'id': '66', 'type': 'attribute', 'children': ['67', '68']}, {'id': '67', 'type': 'identifier', 'children': [], 'value': 'fi'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'occurs'}, {'id': '69', 'type': 'subscript', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'row'}, {'id': '71', 'type': 'string', 'children': [], 'value': '"occurs"'}; {'id': '72', 'type': 'expression_statement', 'children': ['73']}, {'id': '73', 'type': 'assignment', 'children': ['74', '77']}; {'id': '74', 'type': 'attribute', 'children': ['75', '76']}, {'id': '75', 'type': 'identifier', 'children': [], 'value': 'fi'}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'redefines'}, {'id': '77', 'type': 'subscript', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'row'}, {'id': '79', 'type': 'string', 'children': [], 'value': '"redefines"'}; {'id': '80', 'type': 'expression_statement', 'children': ['81']}, {'id': '81', 'type': 'assignment', 'children': ['82', '85']}; {'id': '82', 'type': 'attribute', 'children': ['83', '84']}, {'id': '83', 'type': 'identifier', 'children': [], 'value': 'fi'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'indexed_by'}, {'id': '85', 'type': 'subscript', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'row'}, {'id': '87', 'type': 'string', 'children': [], 'value': '"indexed_by"'}; {'id': '88', 'type': 'if_statement', 'children': ['89', '92']}, {'id': '89', 'type': 'attribute', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'fi'}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 'redefines'}; {'id': '92', 'type': 'block', 'children': ['93']}, {'id': '93', 'type': 'for_statement', 'children': ['94', '95', '96']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'fib'}, {'id': '95', 'type': 'identifier', 'children': [], 'value': 'field_infos'}; {'id': '96', 'type': 'block', 'children': ['97']}, {'id': '97', 'type': 'if_statement', 'children': ['98', '105']}; {'id': '98', 'type': 'comparison_operator', 'children': ['99', '102'], 'value': '=='}, {'id': '99', 'type': 'attribute', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'fib'}, {'id': '101', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '102', 'type': 'attribute', 'children': ['103', '104']}, {'id': '103', 'type': 'identifier', 'children': [], 'value': 'fi'}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'redefines'}, {'id': '105', 'type': 'block', 'children': ['106']}; {'id': '106', 'type': 'expression_statement', 'children': ['107']}, {'id': '107', 'type': 'assignment', 'children': ['108', '109']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'offset'}, {'id': '109', 'type': 'attribute', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'fib'}, {'id': '111', 'type': 'identifier', 'children': [], 'value': 'offset'}; {'id': '112', 'type': 'if_statement', 'children': ['113', '118']}, {'id': '113', 'type': 'comparison_operator', 'children': ['114', '117'], 'value': '=='}; {'id': '114', 'type': 'attribute', 'children': ['115', '116']}, {'id': '115', 'type': 'identifier', 'children': [], 'value': 'fi'}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'level'}, {'id': '117', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '118', 'type': 'block', 'children': ['119']}, {'id': '119', 'type': 'expression_statement', 'children': ['120']}; {'id': '120', 'type': 'assignment', 'children': ['121', '122']}, {'id': '121', 'type': 'identifier', 'children': [], 'value': 'offset'}; {'id': '122', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '123', 'type': 'if_statement', 'children': ['124', '129']}; {'id': '124', 'type': 'comparison_operator', 'children': ['125', '128'], 'value': '=='}, {'id': '125', 'type': 'attribute', 'children': ['126', '127']}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'fi'}, {'id': '127', 'type': 'identifier', 'children': [], 'value': 'level'}; {'id': '128', 'type': 'integer', 'children': [], 'value': '78'}, {'id': '129', 'type': 'block', 'children': ['130']}; {'id': '130', 'type': 'expression_statement', 'children': ['131']}, {'id': '131', 'type': 'assignment', 'children': ['132', '133']}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'offset'}, {'id': '133', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '134', 'type': 'if_statement', 'children': ['135', '140']}, {'id': '135', 'type': 'comparison_operator', 'children': ['136', '139'], 'value': '=='}; {'id': '136', 'type': 'attribute', 'children': ['137', '138']}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'fi'}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'level'}, {'id': '139', 'type': 'integer', 'children': [], 'value': '77'}; {'id': '140', 'type': 'block', 'children': ['141']}, {'id': '141', 'type': 'expression_statement', 'children': ['142']}; {'id': '142', 'type': 'assignment', 'children': ['143', '144']}, {'id': '143', 'type': 'identifier', 'children': [], 'value': 'offset'}; {'id': '144', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '145', 'type': 'expression_statement', 'children': ['146']}; {'id': '146', 'type': 'assignment', 'children': ['147', '150']}, {'id': '147', 'type': 'attribute', 'children': ['148', '149']}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'fi'}, {'id': '149', 'type': 'identifier', 'children': [], 'value': 'offset'}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'offset'}, {'id': '151', 'type': 'if_statement', 'children': ['152', '157', '164']}; {'id': '152', 'type': 'comparison_operator', 'children': ['153', '156'], 'value': '=='}, {'id': '153', 'type': 'attribute', 'children': ['154', '155']}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'fi'}, {'id': '155', 'type': 'identifier', 'children': [], 'value': 'level'}; {'id': '156', 'type': 'integer', 'children': [], 'value': '88'}, {'id': '157', 'type': 'block', 'children': ['158']}; {'id': '158', 'type': 'expression_statement', 'children': ['159']}, {'id': '159', 'type': 'assignment', 'children': ['160', '163']}; {'id': '160', 'type': 'attribute', 'children': ['161', '162']}, {'id': '161', 'type': 'identifier', 'children': [], 'value': 'fi'}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'offset'}, {'id': '163', 'type': 'identifier', 'children': [], 'value': 'previous_offset'}; {'id': '164', 'type': 'else_clause', 'children': ['165']}, {'id': '165', 'type': 'block', 'children': ['166']}; {'id': '166', 'type': 'expression_statement', 'children': ['167']}, {'id': '167', 'type': 'assignment', 'children': ['168', '169']}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'previous_offset'}, {'id': '169', 'type': 'identifier', 'children': [], 'value': 'offset'}; {'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': 'field_infos'}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '175', 'type': 'argument_list', 'children': ['176']}; {'id': '176', 'type': 'identifier', 'children': [], 'value': 'fi'}, {'id': '177', 'type': 'if_statement', 'children': ['178', '181']}; {'id': '178', 'type': 'subscript', 'children': ['179', '180']}, {'id': '179', 'type': 'identifier', 'children': [], 'value': 'row'}; {'id': '180', 'type': 'string', 'children': [], 'value': "'pic'"}, {'id': '181', 'type': 'block', 'children': ['182']}; {'id': '182', 'type': 'expression_statement', 'children': ['183']}, {'id': '183', 'type': 'augmented_assignment', 'children': ['184', '185'], 'value': '+='}; {'id': '184', 'type': 'identifier', 'children': [], 'value': 'offset'}, {'id': '185', 'type': 'subscript', 'children': ['186', '189']}; {'id': '186', 'type': 'subscript', 'children': ['187', '188']}, {'id': '187', 'type': 'identifier', 'children': [], 'value': 'row'}; {'id': '188', 'type': 'string', 'children': [], 'value': "'pic_info'"}, {'id': '189', 'type': 'string', 'children': [], 'value': "'length'"}; {'id': '190', 'type': 'return_statement', 'children': ['191']}, {'id': '191', 'type': 'identifier', 'children': [], 'value': 'field_infos'}
def get_field_infos(code, free_format): offset = 0 field_infos = [] lines = _clean_code(code) previous_offset = 0 for row in process_cobol(lines, free_format): fi = PicFieldInfo() fi.name = row["name"] fi.level = row["level"] fi.pic = row["pic"] fi.occurs = row["occurs"] fi.redefines = row["redefines"] fi.indexed_by = row["indexed_by"] if fi.redefines: for fib in field_infos: if fib.name == fi.redefines: offset = fib.offset if fi.level == 1: offset = 1 if fi.level == 78: offset = 0 if fi.level == 77: offset = 1 fi.offset = offset if fi.level == 88: fi.offset = previous_offset else: previous_offset = offset field_infos.append(fi) if row['pic']: offset += row['pic_info']['length'] return field_infos
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_advanced_acronym_detection'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 's'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'words'}, {'id': '7', 'type': 'identifier', 'children': [], 'value': 'acronyms'}; {'id': '8', 'type': 'block', 'children': ['9', '23', '27', '40', '151', '166', '172', '184', '219']}, {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'assignment', 'children': ['11', '12']}, {'id': '11', 'type': 'identifier', 'children': [], 'value': 'acstr'}; {'id': '12', 'type': 'call', 'children': ['13', '16']}, {'id': '13', 'type': 'attribute', 'children': ['14', '15']}; {'id': '14', 'type': 'string', 'children': [], 'value': "''"}, {'id': '15', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '16', 'type': 'argument_list', 'children': ['17']}, {'id': '17', 'type': 'subscript', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'words'}, {'id': '19', 'type': 'slice', 'children': ['20', '21', '22']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 's'}, {'id': '21', 'type': 'colon', 'children': []}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'i'}, {'id': '23', 'type': 'expression_statement', 'children': ['24']}; {'id': '24', 'type': 'assignment', 'children': ['25', '26']}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 'range_list'}; {'id': '26', 'type': 'list', 'children': [], 'value': '[]'}, {'id': '27', 'type': 'expression_statement', 'children': ['28']}; {'id': '28', 'type': 'assignment', 'children': ['29', '30']}, {'id': '29', 'type': 'identifier', 'children': [], 'value': 'not_range'}; {'id': '30', 'type': 'call', 'children': ['31', '32']}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'set'}; {'id': '32', 'type': 'argument_list', 'children': ['33']}, {'id': '33', 'type': 'call', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'range'}, {'id': '35', 'type': 'argument_list', 'children': ['36']}; {'id': '36', 'type': 'call', 'children': ['37', '38']}, {'id': '37', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '38', 'type': 'argument_list', 'children': ['39']}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'acstr'}; {'id': '40', 'type': 'for_statement', 'children': ['41', '42', '43']}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'acronym'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'acronyms'}, {'id': '43', 'type': 'block', 'children': ['44', '56', '60']}; {'id': '44', 'type': 'expression_statement', 'children': ['45']}, {'id': '45', 'type': 'assignment', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'rac'}, {'id': '47', 'type': 'call', 'children': ['48', '51']}; {'id': '48', 'type': 'attribute', 'children': ['49', '50']}, {'id': '49', 'type': 'identifier', 'children': [], 'value': 'regex'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'compile'}, {'id': '51', 'type': 'argument_list', 'children': ['52']}; {'id': '52', 'type': 'call', 'children': ['53', '54']}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'unicode'}; {'id': '54', 'type': 'argument_list', 'children': ['55']}, {'id': '55', 'type': 'identifier', 'children': [], 'value': 'acronym'}; {'id': '56', 'type': 'expression_statement', 'children': ['57']}, {'id': '57', 'type': 'assignment', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'n'}, {'id': '59', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '60', 'type': 'while_statement', 'children': ['61', '62']}, {'id': '61', 'type': 'True', 'children': []}; {'id': '62', 'type': 'block', 'children': ['63', '73', '78', '94', '98', '102', '124']}, {'id': '63', 'type': 'expression_statement', 'children': ['64']}; {'id': '64', 'type': 'assignment', 'children': ['65', '66']}, {'id': '65', 'type': 'identifier', 'children': [], 'value': 'm'}; {'id': '66', 'type': 'call', 'children': ['67', '70']}, {'id': '67', 'type': 'attribute', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'rac'}, {'id': '69', 'type': 'identifier', 'children': [], 'value': 'search'}; {'id': '70', 'type': 'argument_list', 'children': ['71', '72']}, {'id': '71', 'type': 'identifier', 'children': [], 'value': 'acstr'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'n'}, {'id': '73', 'type': 'if_statement', 'children': ['74', '76']}; {'id': '74', 'type': 'not_operator', 'children': ['75']}, {'id': '75', 'type': 'identifier', 'children': [], 'value': 'm'}; {'id': '76', 'type': 'block', 'children': ['77']}, {'id': '77', 'type': 'break_statement', 'children': []}; {'id': '78', 'type': 'expression_statement', 'children': ['79']}, {'id': '79', 'type': 'assignment', 'children': ['80', '83']}; {'id': '80', 'type': 'pattern_list', 'children': ['81', '82']}, {'id': '81', 'type': 'identifier', 'children': [], 'value': 'a'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'b'}, {'id': '83', 'type': 'expression_list', 'children': ['84', '89']}; {'id': '84', 'type': 'call', 'children': ['85', '88']}, {'id': '85', 'type': 'attribute', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'm'}, {'id': '87', 'type': 'identifier', 'children': [], 'value': 'start'}; {'id': '88', 'type': 'argument_list', 'children': []}, {'id': '89', 'type': 'call', 'children': ['90', '93']}; {'id': '90', 'type': 'attribute', 'children': ['91', '92']}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 'm'}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'end'}, {'id': '93', 'type': 'argument_list', 'children': []}; {'id': '94', 'type': 'expression_statement', 'children': ['95']}, {'id': '95', 'type': 'assignment', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'n'}, {'id': '97', 'type': 'identifier', 'children': [], 'value': 'b'}; {'id': '98', 'type': 'expression_statement', 'children': ['99']}, {'id': '99', 'type': 'assignment', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'ok'}, {'id': '101', 'type': 'True', 'children': []}; {'id': '102', 'type': 'for_statement', 'children': ['103', '104', '105']}, {'id': '103', 'type': 'identifier', 'children': [], 'value': 'r'}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'range_list'}, {'id': '105', 'type': 'block', 'children': ['106']}; {'id': '106', 'type': 'if_statement', 'children': ['107', '118']}, {'id': '107', 'type': 'boolean_operator', 'children': ['108', '113'], 'value': 'and'}; {'id': '108', 'type': 'comparison_operator', 'children': ['109', '110'], 'value': '<'}, {'id': '109', 'type': 'identifier', 'children': [], 'value': 'a'}; {'id': '110', 'type': 'subscript', 'children': ['111', '112']}, {'id': '111', 'type': 'identifier', 'children': [], 'value': 'r'}; {'id': '112', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '113', 'type': 'comparison_operator', 'children': ['114', '115'], 'value': '>'}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'b'}, {'id': '115', 'type': 'subscript', 'children': ['116', '117']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'r'}, {'id': '117', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '118', 'type': 'block', 'children': ['119', '123']}, {'id': '119', 'type': 'expression_statement', 'children': ['120']}; {'id': '120', 'type': 'assignment', 'children': ['121', '122']}, {'id': '121', 'type': 'identifier', 'children': [], 'value': 'ok'}; {'id': '122', 'type': 'False', 'children': []}, {'id': '123', 'type': 'break_statement', 'children': []}; {'id': '124', 'type': 'if_statement', 'children': ['125', '126']}, {'id': '125', 'type': 'identifier', 'children': [], 'value': 'ok'}; {'id': '126', 'type': 'block', 'children': ['127', '136']}, {'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': 'range_list'}, {'id': '131', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '132', 'type': 'argument_list', 'children': ['133']}, {'id': '133', 'type': 'tuple', 'children': ['134', '135']}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'a'}, {'id': '135', 'type': 'identifier', 'children': [], 'value': 'b'}; {'id': '136', 'type': 'for_statement', 'children': ['137', '138', '143']}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '138', 'type': 'call', 'children': ['139', '140']}, {'id': '139', 'type': 'identifier', 'children': [], 'value': 'xrange'}; {'id': '140', 'type': 'argument_list', 'children': ['141', '142']}, {'id': '141', 'type': 'identifier', 'children': [], 'value': 'a'}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'b'}, {'id': '143', 'type': 'block', 'children': ['144']}; {'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': 'not_range'}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'remove'}, {'id': '149', 'type': 'argument_list', 'children': ['150']}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'j'}, {'id': '151', 'type': 'for_statement', 'children': ['152', '153', '154']}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'nr'}, {'id': '153', 'type': 'identifier', 'children': [], 'value': 'not_range'}; {'id': '154', 'type': 'block', 'children': ['155']}, {'id': '155', 'type': 'expression_statement', 'children': ['156']}; {'id': '156', 'type': 'call', 'children': ['157', '160']}, {'id': '157', 'type': 'attribute', 'children': ['158', '159']}; {'id': '158', 'type': 'identifier', 'children': [], 'value': 'range_list'}, {'id': '159', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '160', 'type': 'argument_list', 'children': ['161']}, {'id': '161', 'type': 'tuple', 'children': ['162', '163']}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'nr'}, {'id': '163', 'type': 'binary_operator', 'children': ['164', '165'], 'value': '+'}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'nr'}, {'id': '165', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '166', 'type': 'expression_statement', 'children': ['167']}, {'id': '167', 'type': 'call', 'children': ['168', '171']}; {'id': '168', 'type': 'attribute', 'children': ['169', '170']}, {'id': '169', 'type': 'identifier', 'children': [], 'value': 'range_list'}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'sort'}, {'id': '171', 'type': 'argument_list', 'children': []}; {'id': '172', 'type': 'for_statement', 'children': ['173', '174', '179']}, {'id': '173', 'type': 'identifier', 'children': [], 'value': '_'}; {'id': '174', 'type': 'call', 'children': ['175', '176']}, {'id': '175', 'type': 'identifier', 'children': [], 'value': 'xrange'}; {'id': '176', 'type': 'argument_list', 'children': ['177', '178']}, {'id': '177', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '178', 'type': 'identifier', 'children': [], 'value': 'i'}, {'id': '179', 'type': 'block', 'children': ['180']}; {'id': '180', 'type': 'delete_statement', 'children': ['181']}, {'id': '181', 'type': 'subscript', 'children': ['182', '183']}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'words'}, {'id': '183', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '184', 'type': 'for_statement', 'children': ['185', '186', '193']}, {'id': '185', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '186', 'type': 'call', 'children': ['187', '188']}, {'id': '187', 'type': 'identifier', 'children': [], 'value': 'xrange'}; {'id': '188', 'type': 'argument_list', 'children': ['189']}, {'id': '189', 'type': 'call', 'children': ['190', '191']}; {'id': '190', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '191', 'type': 'argument_list', 'children': ['192']}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'range_list'}, {'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': 'r'}, {'id': '197', 'type': 'subscript', 'children': ['198', '199']}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'range_list'}, {'id': '199', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '200', 'type': 'expression_statement', 'children': ['201']}, {'id': '201', 'type': 'call', 'children': ['202', '205']}; {'id': '202', 'type': 'attribute', 'children': ['203', '204']}, {'id': '203', 'type': 'identifier', 'children': [], 'value': 'words'}; {'id': '204', 'type': 'identifier', 'children': [], 'value': 'insert'}, {'id': '205', 'type': 'argument_list', 'children': ['206', '209']}; {'id': '206', 'type': 'binary_operator', 'children': ['207', '208'], 'value': '+'}, {'id': '207', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '208', 'type': 'identifier', 'children': [], 'value': 'j'}, {'id': '209', 'type': 'subscript', 'children': ['210', '211']}; {'id': '210', 'type': 'identifier', 'children': [], 'value': 'acstr'}, {'id': '211', 'type': 'slice', 'children': ['212', '215', '216']}; {'id': '212', 'type': 'subscript', 'children': ['213', '214']}, {'id': '213', 'type': 'identifier', 'children': [], 'value': 'r'}; {'id': '214', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '215', 'type': 'colon', 'children': []}; {'id': '216', 'type': 'subscript', 'children': ['217', '218']}, {'id': '217', 'type': 'identifier', 'children': [], 'value': 'r'}; {'id': '218', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '219', 'type': 'return_statement', 'children': ['220']}; {'id': '220', 'type': 'binary_operator', 'children': ['221', '227'], 'value': '-'}, {'id': '221', 'type': 'binary_operator', 'children': ['222', '223'], 'value': '+'}; {'id': '222', 'type': 'identifier', 'children': [], 'value': 's'}, {'id': '223', 'type': 'call', 'children': ['224', '225']}; {'id': '224', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '225', 'type': 'argument_list', 'children': ['226']}; {'id': '226', 'type': 'identifier', 'children': [], 'value': 'range_list'}, {'id': '227', 'type': 'integer', 'children': [], 'value': '1'}
def _advanced_acronym_detection(s, i, words, acronyms): acstr = ''.join(words[s:i]) range_list = [] not_range = set(range(len(acstr))) for acronym in acronyms: rac = regex.compile(unicode(acronym)) n = 0 while True: m = rac.search(acstr, n) if not m: break a, b = m.start(), m.end() n = b ok = True for r in range_list: if a < r[1] and b > r[0]: ok = False break if ok: range_list.append((a, b)) for j in xrange(a, b): not_range.remove(j) for nr in not_range: range_list.append((nr, nr + 1)) range_list.sort() for _ in xrange(s, i): del words[s] for j in xrange(len(range_list)): r = range_list[j] words.insert(s + j, acstr[r[0]:r[1]]) return s + len(range_list) - 1
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_separate_words'}, {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'string'}, {'id': '5', 'type': 'block', 'children': ['6', '10', '14', '18', '22', '31', '35', '54', '200']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}, {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'words'}, {'id': '9', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}, {'id': '11', 'type': 'assignment', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'separator'}, {'id': '13', 'type': 'string', 'children': [], 'value': '""'}; {'id': '14', 'type': 'expression_statement', 'children': ['15']}, {'id': '15', 'type': 'assignment', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'i'}, {'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': 's'}, {'id': '21', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '22', 'type': 'expression_statement', 'children': ['23']}, {'id': '23', 'type': 'assignment', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'p'}, {'id': '25', 'type': 'subscript', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'string'}, {'id': '27', 'type': 'slice', 'children': ['28', '29', '30']}; {'id': '28', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '29', 'type': 'colon', 'children': []}; {'id': '30', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '31', 'type': 'expression_statement', 'children': ['32']}; {'id': '32', 'type': 'assignment', 'children': ['33', '34']}, {'id': '33', 'type': 'identifier', 'children': [], 'value': 'was_upper'}; {'id': '34', 'type': 'False', 'children': []}, {'id': '35', 'type': 'if_statement', 'children': ['36', '41']}; {'id': '36', 'type': 'call', 'children': ['37', '40']}, {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'string'}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'isupper'}; {'id': '40', 'type': 'argument_list', 'children': []}, {'id': '41', 'type': 'block', 'children': ['42', '50']}; {'id': '42', 'type': 'expression_statement', 'children': ['43']}, {'id': '43', 'type': 'assignment', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'string'}, {'id': '45', 'type': 'call', 'children': ['46', '49']}; {'id': '46', 'type': 'attribute', 'children': ['47', '48']}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'string'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'lower'}, {'id': '49', 'type': 'argument_list', 'children': []}; {'id': '50', 'type': 'expression_statement', 'children': ['51']}, {'id': '51', 'type': 'assignment', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'was_upper'}, {'id': '53', 'type': 'True', 'children': []}; {'id': '54', 'type': 'while_statement', 'children': ['55', '61']}, {'id': '55', 'type': 'comparison_operator', 'children': ['56', '57'], 'value': '<='}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'i'}, {'id': '57', 'type': 'call', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '59', 'type': 'argument_list', 'children': ['60']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'string'}, {'id': '61', 'type': 'block', 'children': ['62', '73', '77', '141', '192', '196']}; {'id': '62', 'type': 'expression_statement', 'children': ['63']}, {'id': '63', 'type': 'assignment', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'c'}, {'id': '65', 'type': 'subscript', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'string'}, {'id': '67', 'type': 'slice', 'children': ['68', '69', '70']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'i'}, {'id': '69', 'type': 'colon', 'children': []}; {'id': '70', 'type': 'binary_operator', 'children': ['71', '72'], 'value': '+'}, {'id': '71', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '72', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '73', 'type': 'expression_statement', 'children': ['74']}; {'id': '74', 'type': 'assignment', 'children': ['75', '76']}, {'id': '75', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '76', 'type': 'False', 'children': []}, {'id': '77', 'type': 'if_statement', 'children': ['78', '84', '135']}; {'id': '78', 'type': 'comparison_operator', 'children': ['79', '80'], 'value': '<'}, {'id': '79', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '80', 'type': 'call', 'children': ['81', '82']}, {'id': '81', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '82', 'type': 'argument_list', 'children': ['83']}, {'id': '83', 'type': 'identifier', 'children': [], 'value': 'string'}; {'id': '84', 'type': 'block', 'children': ['85']}, {'id': '85', 'type': 'if_statement', 'children': ['86', '92', '97', '116']}; {'id': '86', 'type': 'call', 'children': ['87', '90']}, {'id': '87', 'type': 'attribute', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'UPPER'}, {'id': '89', 'type': 'identifier', 'children': [], 'value': 'match'}; {'id': '90', 'type': 'argument_list', 'children': ['91']}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '92', 'type': 'block', 'children': ['93']}, {'id': '93', 'type': 'expression_statement', 'children': ['94']}; {'id': '94', 'type': 'assignment', 'children': ['95', '96']}, {'id': '95', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '96', 'type': 'True', 'children': []}, {'id': '97', 'type': 'elif_clause', 'children': ['98', '111']}; {'id': '98', 'type': 'boolean_operator', 'children': ['99', '105'], 'value': 'and'}, {'id': '99', 'type': 'call', 'children': ['100', '103']}; {'id': '100', 'type': 'attribute', 'children': ['101', '102']}, {'id': '101', 'type': 'identifier', 'children': [], 'value': 'NOTSEP'}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'match'}, {'id': '103', 'type': 'argument_list', 'children': ['104']}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'c'}, {'id': '105', 'type': 'call', 'children': ['106', '109']}; {'id': '106', 'type': 'attribute', 'children': ['107', '108']}, {'id': '107', 'type': 'identifier', 'children': [], 'value': 'SEP'}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'match'}, {'id': '109', 'type': 'argument_list', 'children': ['110']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'p'}, {'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': 'split'}, {'id': '115', 'type': 'True', 'children': []}; {'id': '116', 'type': 'elif_clause', 'children': ['117', '130']}, {'id': '117', 'type': 'boolean_operator', 'children': ['118', '124'], 'value': 'and'}; {'id': '118', 'type': 'call', 'children': ['119', '122']}, {'id': '119', 'type': 'attribute', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'SEP'}, {'id': '121', 'type': 'identifier', 'children': [], 'value': 'match'}; {'id': '122', 'type': 'argument_list', 'children': ['123']}, {'id': '123', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '124', 'type': 'call', 'children': ['125', '128']}, {'id': '125', 'type': 'attribute', 'children': ['126', '127']}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'NOTSEP'}, {'id': '127', 'type': 'identifier', 'children': [], 'value': 'match'}; {'id': '128', 'type': 'argument_list', 'children': ['129']}, {'id': '129', 'type': 'identifier', 'children': [], 'value': 'p'}; {'id': '130', 'type': 'block', 'children': ['131']}, {'id': '131', 'type': 'expression_statement', 'children': ['132']}; {'id': '132', 'type': 'assignment', 'children': ['133', '134']}, {'id': '133', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '134', 'type': 'True', 'children': []}, {'id': '135', 'type': 'else_clause', 'children': ['136']}; {'id': '136', 'type': 'block', 'children': ['137']}, {'id': '137', 'type': 'expression_statement', 'children': ['138']}; {'id': '138', 'type': 'assignment', 'children': ['139', '140']}, {'id': '139', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '140', 'type': 'True', 'children': []}, {'id': '141', 'type': 'if_statement', 'children': ['142', '143']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'split'}, {'id': '143', 'type': 'block', 'children': ['144', '188']}; {'id': '144', 'type': 'if_statement', 'children': ['145', '151', '164']}, {'id': '145', 'type': 'call', 'children': ['146', '149']}; {'id': '146', 'type': 'attribute', 'children': ['147', '148']}, {'id': '147', 'type': 'identifier', 'children': [], 'value': 'NOTSEP'}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'match'}, {'id': '149', 'type': 'argument_list', 'children': ['150']}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'p'}, {'id': '151', 'type': 'block', 'children': ['152']}; {'id': '152', 'type': 'expression_statement', 'children': ['153']}, {'id': '153', 'type': 'call', 'children': ['154', '157']}; {'id': '154', 'type': 'attribute', 'children': ['155', '156']}, {'id': '155', 'type': 'identifier', 'children': [], 'value': 'words'}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '157', 'type': 'argument_list', 'children': ['158']}; {'id': '158', 'type': 'subscript', 'children': ['159', '160']}, {'id': '159', 'type': 'identifier', 'children': [], 'value': 'string'}; {'id': '160', 'type': 'slice', 'children': ['161', '162', '163']}, {'id': '161', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '162', 'type': 'colon', 'children': []}, {'id': '163', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '164', 'type': 'else_clause', 'children': ['165']}, {'id': '165', 'type': 'block', 'children': ['166', '181']}; {'id': '166', 'type': 'if_statement', 'children': ['167', '169']}, {'id': '167', 'type': 'not_operator', 'children': ['168']}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'separator'}, {'id': '169', 'type': 'block', 'children': ['170']}; {'id': '170', 'type': 'expression_statement', 'children': ['171']}, {'id': '171', 'type': 'assignment', 'children': ['172', '173']}; {'id': '172', 'type': 'identifier', 'children': [], 'value': 'separator'}, {'id': '173', 'type': 'subscript', 'children': ['174', '175']}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'string'}, {'id': '175', 'type': 'slice', 'children': ['176', '177', '178']}; {'id': '176', 'type': 'identifier', 'children': [], 'value': 's'}, {'id': '177', 'type': 'colon', 'children': []}; {'id': '178', 'type': 'binary_operator', 'children': ['179', '180'], 'value': '+'}, {'id': '179', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '180', 'type': 'integer', 'children': [], 'value': '1'}, {'id': '181', 'type': 'expression_statement', 'children': ['182']}; {'id': '182', 'type': 'call', 'children': ['183', '186']}, {'id': '183', 'type': 'attribute', 'children': ['184', '185']}; {'id': '184', 'type': 'identifier', 'children': [], 'value': 'words'}, {'id': '185', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '186', 'type': 'argument_list', 'children': ['187']}, {'id': '187', 'type': 'None', 'children': []}; {'id': '188', 'type': 'expression_statement', 'children': ['189']}, {'id': '189', 'type': 'assignment', 'children': ['190', '191']}; {'id': '190', 'type': 'identifier', 'children': [], 'value': 's'}, {'id': '191', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '192', 'type': 'expression_statement', 'children': ['193']}, {'id': '193', 'type': 'augmented_assignment', 'children': ['194', '195'], 'value': '+='}; {'id': '194', 'type': 'identifier', 'children': [], 'value': 'i'}, {'id': '195', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '196', 'type': 'expression_statement', 'children': ['197']}, {'id': '197', 'type': 'assignment', 'children': ['198', '199']}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'p'}, {'id': '199', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '200', 'type': 'return_statement', 'children': ['201']}, {'id': '201', 'type': 'expression_list', 'children': ['202', '203', '204']}; {'id': '202', 'type': 'identifier', 'children': [], 'value': 'words'}, {'id': '203', 'type': 'identifier', 'children': [], 'value': 'separator'}
def _separate_words(string): words = [] separator = "" i = 1 s = 0 p = string[0:1] was_upper = False if string.isupper(): string = string.lower() was_upper = True while i <= len(string): c = string[i:i + 1] split = False if i < len(string): if UPPER.match(c): split = True elif NOTSEP.match(c) and SEP.match(p): split = True elif SEP.match(c) and NOTSEP.match(p): split = True else: split = True if split: if NOTSEP.match(p): words.append(string[s:i]) else: if not separator: separator = string[s:s + 1] words.append(None) s = i i += 1 p = c return words, separator, was_upper
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'parse_case'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '8']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'string'}, {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'acronyms'}, {'id': '7', 'type': 'None', 'children': []}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}, {'id': '9', 'type': 'identifier', 'children': [], 'value': 'preserve_case'}; {'id': '10', 'type': 'False', 'children': []}, {'id': '11', 'type': 'block', 'children': ['12', '22', '46', '50', '54', '114', '127', '139', '148', '176']}; {'id': '12', 'type': 'expression_statement', 'children': ['13']}, {'id': '13', 'type': 'assignment', 'children': ['14', '18']}; {'id': '14', 'type': 'pattern_list', 'children': ['15', '16', '17']}, {'id': '15', 'type': 'identifier', 'children': [], 'value': 'words'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'separator'}, {'id': '17', 'type': 'identifier', 'children': [], 'value': 'was_upper'}; {'id': '18', 'type': 'call', 'children': ['19', '20']}, {'id': '19', 'type': 'identifier', 'children': [], 'value': '_separate_words'}; {'id': '20', 'type': 'argument_list', 'children': ['21']}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'string'}; {'id': '22', 'type': 'if_statement', 'children': ['23', '24', '36']}, {'id': '23', 'type': 'identifier', 'children': [], 'value': 'acronyms'}; {'id': '24', 'type': 'block', 'children': ['25', '32']}, {'id': '25', 'type': 'expression_statement', 'children': ['26']}; {'id': '26', 'type': 'assignment', 'children': ['27', '28']}, {'id': '27', 'type': 'identifier', 'children': [], 'value': 'acronyms'}; {'id': '28', 'type': 'call', 'children': ['29', '30']}, {'id': '29', 'type': 'identifier', 'children': [], 'value': '_sanitize_acronyms'}; {'id': '30', 'type': 'argument_list', 'children': ['31']}, {'id': '31', 'type': 'identifier', 'children': [], 'value': 'acronyms'}; {'id': '32', 'type': 'expression_statement', 'children': ['33']}, {'id': '33', 'type': 'assignment', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'check_acronym'}, {'id': '35', 'type': 'identifier', 'children': [], 'value': '_advanced_acronym_detection'}; {'id': '36', 'type': 'else_clause', 'children': ['37']}, {'id': '37', 'type': 'block', 'children': ['38', '42']}; {'id': '38', 'type': 'expression_statement', 'children': ['39']}, {'id': '39', 'type': 'assignment', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'acronyms'}, {'id': '41', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '42', 'type': 'expression_statement', 'children': ['43']}, {'id': '43', 'type': 'assignment', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'check_acronym'}, {'id': '45', 'type': 'identifier', 'children': [], 'value': '_simple_acronym_detection'}; {'id': '46', 'type': 'expression_statement', 'children': ['47']}, {'id': '47', 'type': 'assignment', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'i'}, {'id': '49', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '50', 'type': 'expression_statement', 'children': ['51']}, {'id': '51', 'type': 'assignment', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 's'}, {'id': '53', 'type': 'None', 'children': []}; {'id': '54', 'type': 'while_statement', 'children': ['55', '61']}, {'id': '55', 'type': 'comparison_operator', 'children': ['56', '57'], 'value': '<'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'i'}, {'id': '57', 'type': 'call', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'len'}, {'id': '59', 'type': 'argument_list', 'children': ['60']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'words'}, {'id': '61', 'type': 'block', 'children': ['62', '68', '110']}; {'id': '62', 'type': 'expression_statement', 'children': ['63']}, {'id': '63', 'type': 'assignment', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'word'}, {'id': '65', 'type': 'subscript', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'words'}, {'id': '67', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '68', 'type': 'if_statement', 'children': ['69', '79', '89']}, {'id': '69', 'type': 'boolean_operator', 'children': ['70', '73'], 'value': 'and'}; {'id': '70', 'type': 'comparison_operator', 'children': ['71', '72'], 'value': 'is'}, {'id': '71', 'type': 'identifier', 'children': [], 'value': 'word'}; {'id': '72', 'type': 'None', 'children': []}, {'id': '73', 'type': 'call', 'children': ['74', '77']}; {'id': '74', 'type': 'attribute', 'children': ['75', '76']}, {'id': '75', 'type': 'identifier', 'children': [], 'value': 'UPPER'}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'match'}, {'id': '77', 'type': 'argument_list', 'children': ['78']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'word'}, {'id': '79', 'type': 'block', 'children': ['80']}; {'id': '80', 'type': 'if_statement', 'children': ['81', '84']}, {'id': '81', 'type': 'comparison_operator', 'children': ['82', '83'], 'value': 'is'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 's'}, {'id': '83', 'type': 'None', 'children': []}; {'id': '84', 'type': 'block', 'children': ['85']}, {'id': '85', 'type': 'expression_statement', 'children': ['86']}; {'id': '86', 'type': 'assignment', 'children': ['87', '88']}, {'id': '87', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'i'}, {'id': '89', 'type': 'elif_clause', 'children': ['90', '93']}; {'id': '90', 'type': 'comparison_operator', 'children': ['91', '92'], 'value': 'is'}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '92', 'type': 'None', 'children': []}, {'id': '93', 'type': 'block', 'children': ['94', '106']}; {'id': '94', 'type': 'expression_statement', 'children': ['95']}, {'id': '95', 'type': 'assignment', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'i'}, {'id': '97', 'type': 'binary_operator', 'children': ['98', '105'], 'value': '+'}; {'id': '98', 'type': 'call', 'children': ['99', '100']}, {'id': '99', 'type': 'identifier', 'children': [], 'value': 'check_acronym'}; {'id': '100', 'type': 'argument_list', 'children': ['101', '102', '103', '104']}, {'id': '101', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'i'}, {'id': '103', 'type': 'identifier', 'children': [], 'value': 'words'}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'acronyms'}, {'id': '105', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '106', 'type': 'expression_statement', 'children': ['107']}, {'id': '107', 'type': 'assignment', 'children': ['108', '109']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 's'}, {'id': '109', 'type': 'None', 'children': []}; {'id': '110', 'type': 'expression_statement', 'children': ['111']}, {'id': '111', 'type': 'augmented_assignment', 'children': ['112', '113'], 'value': '+='}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'i'}, {'id': '113', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '114', 'type': 'if_statement', 'children': ['115', '118']}, {'id': '115', 'type': 'comparison_operator', 'children': ['116', '117'], 'value': 'is'}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 's'}, {'id': '117', 'type': 'None', 'children': []}; {'id': '118', 'type': 'block', 'children': ['119']}, {'id': '119', 'type': 'expression_statement', 'children': ['120']}; {'id': '120', 'type': 'call', 'children': ['121', '122']}, {'id': '121', 'type': 'identifier', 'children': [], 'value': 'check_acronym'}; {'id': '122', 'type': 'argument_list', 'children': ['123', '124', '125', '126']}, {'id': '123', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'i'}, {'id': '125', 'type': 'identifier', 'children': [], 'value': 'words'}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'acronyms'}, {'id': '127', 'type': 'expression_statement', 'children': ['128']}; {'id': '128', 'type': 'assignment', 'children': ['129', '130']}, {'id': '129', 'type': 'identifier', 'children': [], 'value': 'words'}; {'id': '130', 'type': 'list_comprehension', 'children': ['131', '132', '135']}, {'id': '131', 'type': 'identifier', 'children': [], 'value': 'w'}; {'id': '132', 'type': 'for_in_clause', 'children': ['133', '134']}, {'id': '133', 'type': 'identifier', 'children': [], 'value': 'w'}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'words'}, {'id': '135', 'type': 'if_clause', 'children': ['136']}; {'id': '136', 'type': 'comparison_operator', 'children': ['137', '138'], 'value': 'is'}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'w'}; {'id': '138', 'type': 'None', 'children': []}, {'id': '139', 'type': 'expression_statement', 'children': ['140']}; {'id': '140', 'type': 'assignment', 'children': ['141', '142']}, {'id': '141', 'type': 'identifier', 'children': [], 'value': 'case_type'}; {'id': '142', 'type': 'call', 'children': ['143', '144']}, {'id': '143', 'type': 'identifier', 'children': [], 'value': '_determine_case'}; {'id': '144', 'type': 'argument_list', 'children': ['145', '146', '147']}, {'id': '145', 'type': 'identifier', 'children': [], 'value': 'was_upper'}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'words'}, {'id': '147', 'type': 'identifier', 'children': [], 'value': 'string'}; {'id': '148', 'type': 'if_statement', 'children': ['149', '150', '166']}, {'id': '149', 'type': 'identifier', 'children': [], 'value': 'preserve_case'}; {'id': '150', 'type': 'block', 'children': ['151']}, {'id': '151', 'type': 'if_statement', 'children': ['152', '153']}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'was_upper'}, {'id': '153', 'type': 'block', 'children': ['154']}; {'id': '154', 'type': 'expression_statement', 'children': ['155']}, {'id': '155', 'type': 'assignment', 'children': ['156', '157']}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'words'}, {'id': '157', 'type': 'list_comprehension', 'children': ['158', '163']}; {'id': '158', 'type': 'call', 'children': ['159', '162']}, {'id': '159', 'type': 'attribute', 'children': ['160', '161']}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'w'}, {'id': '161', 'type': 'identifier', 'children': [], 'value': 'upper'}; {'id': '162', 'type': 'argument_list', 'children': []}, {'id': '163', 'type': 'for_in_clause', 'children': ['164', '165']}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'w'}, {'id': '165', 'type': 'identifier', 'children': [], 'value': 'words'}; {'id': '166', 'type': 'else_clause', 'children': ['167']}, {'id': '167', 'type': 'block', 'children': ['168']}; {'id': '168', 'type': 'expression_statement', 'children': ['169']}, {'id': '169', 'type': 'assignment', 'children': ['170', '171']}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'words'}, {'id': '171', 'type': 'call', 'children': ['172', '173']}; {'id': '172', 'type': 'identifier', 'children': [], 'value': '_normalize_words'}, {'id': '173', 'type': 'argument_list', 'children': ['174', '175']}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'words'}, {'id': '175', 'type': 'identifier', 'children': [], 'value': 'acronyms'}; {'id': '176', 'type': 'return_statement', 'children': ['177']}, {'id': '177', 'type': 'expression_list', 'children': ['178', '179', '180']}; {'id': '178', 'type': 'identifier', 'children': [], 'value': 'words'}, {'id': '179', 'type': 'identifier', 'children': [], 'value': 'case_type'}
def parse_case(string, acronyms=None, preserve_case=False): words, separator, was_upper = _separate_words(string) if acronyms: acronyms = _sanitize_acronyms(acronyms) check_acronym = _advanced_acronym_detection else: acronyms = [] check_acronym = _simple_acronym_detection i = 0 s = None while i < len(words): word = words[i] if word is not None and UPPER.match(word): if s is None: s = i elif s is not None: i = check_acronym(s, i, words, acronyms) + 1 s = None i += 1 if s is not None: check_acronym(s, i, words, acronyms) words = [w for w in words if w is not None] case_type = _determine_case(was_upper, words, string) if preserve_case: if was_upper: words = [w.upper() for w in words] else: words = _normalize_words(words, acronyms) return words, case_type, separator
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'listen'}, {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '5', 'type': 'block', 'children': ['6', '17', '21', '42', '52', '66', '73']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}, {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'db'}, {'id': '9', 'type': 'call', 'children': ['10', '15']}; {'id': '10', 'type': 'attribute', 'children': ['11', '14']}, {'id': '11', 'type': 'attribute', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'config'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'get_database'}, {'id': '15', 'type': 'argument_list', 'children': ['16']}; {'id': '16', 'type': 'string', 'children': [], 'value': "'control'"}, {'id': '17', 'type': 'expression_statement', 'children': ['18']}; {'id': '18', 'type': 'assignment', 'children': ['19', '20']}, {'id': '19', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '20', 'type': 'dictionary', 'children': []}, {'id': '21', 'type': 'if_statement', 'children': ['22', '29']}; {'id': '22', 'type': 'comparison_operator', 'children': ['23', '24'], 'value': 'in'}, {'id': '23', 'type': 'string', 'children': [], 'value': "'shard_hint'"}; {'id': '24', 'type': 'subscript', 'children': ['25', '28']}, {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '27', 'type': 'identifier', 'children': [], 'value': 'config'}; {'id': '28', 'type': 'string', 'children': [], 'value': "'control'"}, {'id': '29', 'type': 'block', 'children': ['30']}; {'id': '30', 'type': 'expression_statement', 'children': ['31']}, {'id': '31', 'type': 'assignment', 'children': ['32', '35']}; {'id': '32', 'type': 'subscript', 'children': ['33', '34']}, {'id': '33', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '34', 'type': 'string', 'children': [], 'value': "'shard_hint'"}, {'id': '35', 'type': 'subscript', 'children': ['36', '41']}; {'id': '36', 'type': 'subscript', 'children': ['37', '40']}, {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'config'}; {'id': '40', 'type': 'string', 'children': [], 'value': "'control'"}, {'id': '41', 'type': 'string', 'children': [], 'value': "'shard_hint'"}; {'id': '42', 'type': 'expression_statement', 'children': ['43']}, {'id': '43', 'type': 'assignment', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'pubsub'}, {'id': '45', 'type': 'call', 'children': ['46', '49']}; {'id': '46', 'type': 'attribute', 'children': ['47', '48']}, {'id': '47', 'type': 'identifier', 'children': [], 'value': 'db'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'pubsub'}, {'id': '49', 'type': 'argument_list', 'children': ['50']}; {'id': '50', 'type': 'dictionary_splat', 'children': ['51']}, {'id': '51', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '52', 'type': 'expression_statement', 'children': ['53']}, {'id': '53', 'type': 'assignment', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'channel'}, {'id': '55', 'type': 'call', 'children': ['56', '63']}; {'id': '56', 'type': 'attribute', 'children': ['57', '62']}, {'id': '57', 'type': 'subscript', 'children': ['58', '61']}; {'id': '58', 'type': 'attribute', 'children': ['59', '60']}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'config'}, {'id': '61', 'type': 'string', 'children': [], 'value': "'control'"}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'get'}, {'id': '63', 'type': 'argument_list', 'children': ['64', '65']}; {'id': '64', 'type': 'string', 'children': [], 'value': "'channel'"}, {'id': '65', 'type': 'string', 'children': [], 'value': "'control'"}; {'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': 'pubsub'}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'subscribe'}, {'id': '71', 'type': 'argument_list', 'children': ['72']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'channel'}, {'id': '73', 'type': 'for_statement', 'children': ['74', '75', '80']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'msg'}, {'id': '75', 'type': 'call', 'children': ['76', '79']}; {'id': '76', 'type': 'attribute', 'children': ['77', '78']}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'pubsub'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'listen'}, {'id': '79', 'type': 'argument_list', 'children': []}; {'id': '80', 'type': 'block', 'children': ['81']}, {'id': '81', 'type': 'if_statement', 'children': ['82', '96']}; {'id': '82', 'type': 'parenthesized_expression', 'children': ['83']}, {'id': '83', 'type': 'boolean_operator', 'children': ['84', '91'], 'value': 'and'}; {'id': '84', 'type': 'comparison_operator', 'children': ['85', '88'], 'value': 'in'}, {'id': '85', 'type': 'subscript', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'msg'}, {'id': '87', 'type': 'string', 'children': [], 'value': "'type'"}; {'id': '88', 'type': 'tuple', 'children': ['89', '90']}, {'id': '89', 'type': 'string', 'children': [], 'value': "'pmessage'"}; {'id': '90', 'type': 'string', 'children': [], 'value': "'message'"}, {'id': '91', 'type': 'comparison_operator', 'children': ['92', '95'], 'value': '=='}; {'id': '92', 'type': 'subscript', 'children': ['93', '94']}, {'id': '93', 'type': 'identifier', 'children': [], 'value': 'msg'}; {'id': '94', 'type': 'string', 'children': [], 'value': "'channel'"}, {'id': '95', 'type': 'identifier', 'children': [], 'value': 'channel'}; {'id': '96', 'type': 'block', 'children': ['97', '111', '116', '133', '171', '185', '197']}, {'id': '97', 'type': 'expression_statement', 'children': ['98']}; {'id': '98', 'type': 'assignment', 'children': ['99', '103']}, {'id': '99', 'type': 'pattern_list', 'children': ['100', '101', '102']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'command'}, {'id': '101', 'type': 'identifier', 'children': [], 'value': '_sep'}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'args'}, {'id': '103', 'type': 'call', 'children': ['104', '109']}; {'id': '104', 'type': 'attribute', 'children': ['105', '108']}, {'id': '105', 'type': 'subscript', 'children': ['106', '107']}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'msg'}, {'id': '107', 'type': 'string', 'children': [], 'value': "'data'"}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'partition'}, {'id': '109', 'type': 'argument_list', 'children': ['110']}; {'id': '110', 'type': 'string', 'children': [], 'value': "':'"}, {'id': '111', 'type': 'if_statement', 'children': ['112', '114']}; {'id': '112', 'type': 'not_operator', 'children': ['113']}, {'id': '113', 'type': 'identifier', 'children': [], 'value': 'command'}; {'id': '114', 'type': 'block', 'children': ['115']}, {'id': '115', 'type': 'continue_statement', 'children': []}; {'id': '116', 'type': 'if_statement', 'children': ['117', '122']}, {'id': '117', 'type': 'comparison_operator', 'children': ['118', '121'], 'value': '=='}; {'id': '118', 'type': 'subscript', 'children': ['119', '120']}, {'id': '119', 'type': 'identifier', 'children': [], 'value': 'command'}; {'id': '120', 'type': 'integer', 'children': [], 'value': '0'}, {'id': '121', 'type': 'string', 'children': [], 'value': "'_'"}; {'id': '122', 'type': 'block', 'children': ['123', '132']}, {'id': '123', 'type': 'expression_statement', 'children': ['124']}; {'id': '124', 'type': 'call', 'children': ['125', '128']}, {'id': '125', 'type': 'attribute', 'children': ['126', '127']}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'LOG'}, {'id': '127', 'type': 'identifier', 'children': [], 'value': 'error'}; {'id': '128', 'type': 'argument_list', 'children': ['129']}, {'id': '129', 'type': 'binary_operator', 'children': ['130', '131'], 'value': '%'}; {'id': '130', 'type': 'string', 'children': [], 'value': '"Cannot call internal command %r"'}, {'id': '131', 'type': 'identifier', 'children': [], 'value': 'command'}; {'id': '132', 'type': 'continue_statement', 'children': []}, {'id': '133', 'type': 'if_statement', 'children': ['134', '139', '148']}; {'id': '134', 'type': 'comparison_operator', 'children': ['135', '136'], 'value': 'in'}, {'id': '135', 'type': 'identifier', 'children': [], 'value': 'command'}; {'id': '136', 'type': 'attribute', 'children': ['137', '138']}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '138', 'type': 'identifier', 'children': [], 'value': '_commands'}, {'id': '139', 'type': 'block', 'children': ['140']}; {'id': '140', 'type': 'expression_statement', 'children': ['141']}, {'id': '141', 'type': 'assignment', 'children': ['142', '143']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'func'}, {'id': '143', 'type': 'subscript', 'children': ['144', '147']}; {'id': '144', 'type': 'attribute', 'children': ['145', '146']}, {'id': '145', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '146', 'type': 'identifier', 'children': [], 'value': '_commands'}, {'id': '147', 'type': 'identifier', 'children': [], 'value': 'command'}; {'id': '148', 'type': 'else_clause', 'children': ['149']}, {'id': '149', 'type': 'block', 'children': ['150', '163']}; {'id': '150', 'type': 'expression_statement', 'children': ['151']}, {'id': '151', 'type': 'assignment', 'children': ['152', '153']}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'func'}, {'id': '153', 'type': 'call', 'children': ['154', '157']}; {'id': '154', 'type': 'attribute', 'children': ['155', '156']}, {'id': '155', 'type': 'identifier', 'children': [], 'value': 'utils'}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'find_entrypoint'}, {'id': '157', 'type': 'argument_list', 'children': ['158', '159', '160']}; {'id': '158', 'type': 'string', 'children': [], 'value': "'turnstile.command'"}, {'id': '159', 'type': 'identifier', 'children': [], 'value': 'command'}; {'id': '160', 'type': 'keyword_argument', 'children': ['161', '162']}, {'id': '161', 'type': 'identifier', 'children': [], 'value': 'compat'}; {'id': '162', 'type': 'False', 'children': []}, {'id': '163', 'type': 'expression_statement', 'children': ['164']}; {'id': '164', 'type': 'assignment', 'children': ['165', '170']}, {'id': '165', 'type': 'subscript', 'children': ['166', '169']}; {'id': '166', 'type': 'attribute', 'children': ['167', '168']}, {'id': '167', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '168', 'type': 'identifier', 'children': [], 'value': '_commands'}, {'id': '169', 'type': 'identifier', 'children': [], 'value': 'command'}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'func'}, {'id': '171', 'type': 'if_statement', 'children': ['172', '174']}; {'id': '172', 'type': 'not_operator', 'children': ['173']}, {'id': '173', 'type': 'identifier', 'children': [], 'value': 'func'}; {'id': '174', 'type': 'block', 'children': ['175', '184']}, {'id': '175', 'type': 'expression_statement', 'children': ['176']}; {'id': '176', 'type': 'call', 'children': ['177', '180']}, {'id': '177', 'type': 'attribute', 'children': ['178', '179']}; {'id': '178', 'type': 'identifier', 'children': [], 'value': 'LOG'}, {'id': '179', 'type': 'identifier', 'children': [], 'value': 'error'}; {'id': '180', 'type': 'argument_list', 'children': ['181']}, {'id': '181', 'type': 'binary_operator', 'children': ['182', '183'], 'value': '%'}; {'id': '182', 'type': 'string', 'children': [], 'value': '"No such command %r"'}, {'id': '183', 'type': 'identifier', 'children': [], 'value': 'command'}; {'id': '184', 'type': 'continue_statement', 'children': []}, {'id': '185', 'type': 'expression_statement', 'children': ['186']}; {'id': '186', 'type': 'assignment', 'children': ['187', '188']}, {'id': '187', 'type': 'identifier', 'children': [], 'value': 'arglist'}; {'id': '188', 'type': 'conditional_expression', 'children': ['189', '195', '196'], 'value': 'if'}, {'id': '189', 'type': 'call', 'children': ['190', '193']}; {'id': '190', 'type': 'attribute', 'children': ['191', '192']}, {'id': '191', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'split'}, {'id': '193', 'type': 'argument_list', 'children': ['194']}; {'id': '194', 'type': 'string', 'children': [], 'value': "':'"}, {'id': '195', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '196', 'type': 'list', 'children': [], 'value': '[]'}, {'id': '197', 'type': 'try_statement', 'children': ['198', '206']}; {'id': '198', 'type': 'block', 'children': ['199']}, {'id': '199', 'type': 'expression_statement', 'children': ['200']}; {'id': '200', 'type': 'call', 'children': ['201', '202']}, {'id': '201', 'type': 'identifier', 'children': [], 'value': 'func'}; {'id': '202', 'type': 'argument_list', 'children': ['203', '204']}, {'id': '203', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '204', 'type': 'list_splat', 'children': ['205']}, {'id': '205', 'type': 'identifier', 'children': [], 'value': 'arglist'}; {'id': '206', 'type': 'except_clause', 'children': ['207', '208']}, {'id': '207', 'type': 'identifier', 'children': [], 'value': 'Exception'}; {'id': '208', 'type': 'block', 'children': ['209', '220']}, {'id': '209', 'type': 'expression_statement', 'children': ['210']}; {'id': '210', 'type': 'call', 'children': ['211', '214']}, {'id': '211', 'type': 'attribute', 'children': ['212', '213']}; {'id': '212', 'type': 'identifier', 'children': [], 'value': 'LOG'}, {'id': '213', 'type': 'identifier', 'children': [], 'value': 'exception'}; {'id': '214', 'type': 'argument_list', 'children': ['215']}, {'id': '215', 'type': 'binary_operator', 'children': ['216', '217'], 'value': '%'}; {'id': '216', 'type': 'string', 'children': [], 'value': '"Failed to execute command %r arguments %r"'}, {'id': '217', 'type': 'tuple', 'children': ['218', '219']}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'command'}, {'id': '219', 'type': 'identifier', 'children': [], 'value': 'arglist'}
def listen(self): db = self.config.get_database('control') kwargs = {} if 'shard_hint' in self.config['control']: kwargs['shard_hint'] = self.config['control']['shard_hint'] pubsub = db.pubsub(**kwargs) channel = self.config['control'].get('channel', 'control') pubsub.subscribe(channel) for msg in pubsub.listen(): if (msg['type'] in ('pmessage', 'message') and msg['channel'] == channel): command, _sep, args = msg['data'].partition(':') if not command: continue if command[0] == '_': LOG.error("Cannot call internal command %r" % command) continue if command in self._commands: func = self._commands[command] else: func = utils.find_entrypoint('turnstile.command', command, compat=False) self._commands[command] = func if not func: LOG.error("No such command %r" % command) continue arglist = args.split(':') if args else [] try: func(self, *arglist) except Exception: LOG.exception("Failed to execute command %r arguments %r" % (command, arglist)) continue
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'initialize'}, {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'config'}, {'id': '5', 'type': 'block', 'children': ['6', '34', '38', '64', '80', '84', '88', '92', '199', '208', '228', '309', '316']}; {'id': '6', 'type': 'if_statement', 'children': ['7', '10', '26']}, {'id': '7', 'type': 'comparison_operator', 'children': ['8', '9'], 'value': 'in'}; {'id': '8', 'type': 'string', 'children': [], 'value': "'redis_client'"}, {'id': '9', 'type': 'identifier', 'children': [], 'value': 'config'}; {'id': '10', 'type': 'block', 'children': ['11']}, {'id': '11', 'type': 'expression_statement', 'children': ['12']}; {'id': '12', 'type': 'assignment', 'children': ['13', '14']}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'client'}; {'id': '14', 'type': 'call', 'children': ['15', '18']}, {'id': '15', 'type': 'attribute', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'utils'}, {'id': '17', 'type': 'identifier', 'children': [], 'value': 'find_entrypoint'}; {'id': '18', 'type': 'argument_list', 'children': ['19', '20', '23']}, {'id': '19', 'type': 'string', 'children': [], 'value': "'turnstile.redis_client'"}; {'id': '20', 'type': 'subscript', 'children': ['21', '22']}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'config'}; {'id': '22', 'type': 'string', 'children': [], 'value': "'redis_client'"}, {'id': '23', 'type': 'keyword_argument', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'required'}, {'id': '25', 'type': 'True', 'children': []}; {'id': '26', 'type': 'else_clause', 'children': ['27']}, {'id': '27', 'type': 'block', 'children': ['28']}; {'id': '28', 'type': 'expression_statement', 'children': ['29']}, {'id': '29', 'type': 'assignment', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'client'}, {'id': '31', 'type': 'attribute', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'redis'}, {'id': '33', 'type': 'identifier', 'children': [], 'value': 'StrictRedis'}; {'id': '34', 'type': 'expression_statement', 'children': ['35']}, {'id': '35', 'type': 'assignment', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'kwargs'}, {'id': '37', 'type': 'dictionary', 'children': []}; {'id': '38', 'type': 'for_statement', 'children': ['39', '42', '47']}, {'id': '39', 'type': 'pattern_list', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'cfg_var'}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'type_'}; {'id': '42', 'type': 'call', 'children': ['43', '46']}, {'id': '43', 'type': 'attribute', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'REDIS_CONFIGS'}, {'id': '45', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '46', 'type': 'argument_list', 'children': []}, {'id': '47', 'type': 'block', 'children': ['48']}; {'id': '48', 'type': 'if_statement', 'children': ['49', '52']}, {'id': '49', 'type': 'comparison_operator', 'children': ['50', '51'], 'value': 'in'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'cfg_var'}, {'id': '51', 'type': 'identifier', 'children': [], 'value': 'config'}; {'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': 'kwargs'}, {'id': '57', 'type': 'identifier', 'children': [], 'value': 'cfg_var'}; {'id': '58', 'type': 'call', 'children': ['59', '60']}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'type_'}; {'id': '60', 'type': 'argument_list', 'children': ['61']}, {'id': '61', 'type': 'subscript', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'config'}, {'id': '63', 'type': 'identifier', 'children': [], 'value': 'cfg_var'}; {'id': '64', 'type': 'if_statement', 'children': ['65', '72']}, {'id': '65', 'type': 'boolean_operator', 'children': ['66', '69'], 'value': 'and'}; {'id': '66', 'type': 'comparison_operator', 'children': ['67', '68'], 'value': 'not'}, {'id': '67', 'type': 'string', 'children': [], 'value': "'host'"}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'kwargs'}, {'id': '69', 'type': 'comparison_operator', 'children': ['70', '71'], 'value': 'not'}; {'id': '70', 'type': 'string', 'children': [], 'value': "'unix_socket_path'"}, {'id': '71', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'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': 'redis'}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'ConnectionError'}; {'id': '78', 'type': 'argument_list', 'children': ['79']}, {'id': '79', 'type': 'string', 'children': [], 'value': '"No host specified for redis database"'}; {'id': '80', 'type': 'expression_statement', 'children': ['81']}, {'id': '81', 'type': 'assignment', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'cpool_class'}, {'id': '83', 'type': 'None', 'children': []}; {'id': '84', 'type': 'expression_statement', 'children': ['85']}, {'id': '85', 'type': 'assignment', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'cpool'}, {'id': '87', 'type': 'dictionary', 'children': []}; {'id': '88', 'type': 'expression_statement', 'children': ['89']}, {'id': '89', 'type': 'assignment', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'extra_kwargs'}, {'id': '91', 'type': 'dictionary', 'children': []}; {'id': '92', 'type': 'for_statement', 'children': ['93', '96', '101']}, {'id': '93', 'type': 'pattern_list', 'children': ['94', '95']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'key'}, {'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': 'config'}, {'id': '99', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '100', 'type': 'argument_list', 'children': []}, {'id': '101', 'type': 'block', 'children': ['102']}; {'id': '102', 'type': 'if_statement', 'children': ['103', '109', '184']}, {'id': '103', 'type': 'call', 'children': ['104', '107']}; {'id': '104', 'type': 'attribute', 'children': ['105', '106']}, {'id': '105', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'startswith'}, {'id': '107', 'type': 'argument_list', 'children': ['108']}; {'id': '108', 'type': 'string', 'children': [], 'value': "'connection_pool.'"}, {'id': '109', 'type': 'block', 'children': ['110', '122']}; {'id': '110', 'type': 'expression_statement', 'children': ['111']}, {'id': '111', 'type': 'assignment', 'children': ['112', '116']}; {'id': '112', 'type': 'pattern_list', 'children': ['113', '114', '115']}, {'id': '113', 'type': 'identifier', 'children': [], 'value': '_dummy'}; {'id': '114', 'type': 'identifier', 'children': [], 'value': '_sep'}, {'id': '115', 'type': 'identifier', 'children': [], 'value': 'varname'}; {'id': '116', 'type': 'call', 'children': ['117', '120']}, {'id': '117', 'type': 'attribute', 'children': ['118', '119']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '119', 'type': 'identifier', 'children': [], 'value': 'partition'}; {'id': '120', 'type': 'argument_list', 'children': ['121']}, {'id': '121', 'type': 'string', 'children': [], 'value': "'.'"}; {'id': '122', 'type': 'if_statement', 'children': ['123', '126', '142', '156', '176']}, {'id': '123', 'type': 'comparison_operator', 'children': ['124', '125'], 'value': '=='}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'varname'}, {'id': '125', 'type': 'string', 'children': [], 'value': "'connection_class'"}; {'id': '126', 'type': 'block', 'children': ['127']}, {'id': '127', 'type': 'expression_statement', 'children': ['128']}; {'id': '128', 'type': 'assignment', 'children': ['129', '132']}, {'id': '129', 'type': 'subscript', 'children': ['130', '131']}; {'id': '130', 'type': 'identifier', 'children': [], 'value': 'cpool'}, {'id': '131', 'type': 'identifier', 'children': [], 'value': 'varname'}; {'id': '132', 'type': 'call', 'children': ['133', '136']}, {'id': '133', 'type': 'attribute', 'children': ['134', '135']}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'utils'}, {'id': '135', 'type': 'identifier', 'children': [], 'value': 'find_entrypoint'}; {'id': '136', 'type': 'argument_list', 'children': ['137', '138', '139']}, {'id': '137', 'type': 'string', 'children': [], 'value': "'turnstile.connection_class'"}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'value'}, {'id': '139', 'type': 'keyword_argument', 'children': ['140', '141']}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'required'}, {'id': '141', 'type': 'True', 'children': []}; {'id': '142', 'type': 'elif_clause', 'children': ['143', '146']}, {'id': '143', 'type': 'comparison_operator', 'children': ['144', '145'], 'value': '=='}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'varname'}, {'id': '145', 'type': 'string', 'children': [], 'value': "'max_connections'"}; {'id': '146', 'type': 'block', 'children': ['147']}, {'id': '147', 'type': 'expression_statement', 'children': ['148']}; {'id': '148', 'type': 'assignment', 'children': ['149', '152']}, {'id': '149', 'type': 'subscript', 'children': ['150', '151']}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'cpool'}, {'id': '151', 'type': 'identifier', 'children': [], 'value': 'varname'}; {'id': '152', 'type': 'call', 'children': ['153', '154']}, {'id': '153', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '154', 'type': 'argument_list', 'children': ['155']}, {'id': '155', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '156', 'type': 'elif_clause', 'children': ['157', '160']}, {'id': '157', 'type': 'comparison_operator', 'children': ['158', '159'], 'value': '=='}; {'id': '158', 'type': 'identifier', 'children': [], 'value': 'varname'}, {'id': '159', 'type': 'string', 'children': [], 'value': "'parser_class'"}; {'id': '160', 'type': 'block', 'children': ['161']}, {'id': '161', 'type': 'expression_statement', 'children': ['162']}; {'id': '162', 'type': 'assignment', 'children': ['163', '166']}, {'id': '163', 'type': 'subscript', 'children': ['164', '165']}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'cpool'}, {'id': '165', 'type': 'identifier', 'children': [], 'value': 'varname'}; {'id': '166', 'type': 'call', 'children': ['167', '170']}, {'id': '167', 'type': 'attribute', 'children': ['168', '169']}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'utils'}, {'id': '169', 'type': 'identifier', 'children': [], 'value': 'find_entrypoint'}; {'id': '170', 'type': 'argument_list', 'children': ['171', '172', '173']}, {'id': '171', 'type': 'string', 'children': [], 'value': "'turnstile.parser_class'"}; {'id': '172', 'type': 'identifier', 'children': [], 'value': 'value'}, {'id': '173', 'type': 'keyword_argument', 'children': ['174', '175']}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'required'}, {'id': '175', 'type': 'True', 'children': []}; {'id': '176', 'type': 'else_clause', 'children': ['177']}, {'id': '177', 'type': 'block', 'children': ['178']}; {'id': '178', 'type': 'expression_statement', 'children': ['179']}, {'id': '179', 'type': 'assignment', 'children': ['180', '183']}; {'id': '180', 'type': 'subscript', 'children': ['181', '182']}, {'id': '181', 'type': 'identifier', 'children': [], 'value': 'cpool'}; {'id': '182', 'type': 'identifier', 'children': [], 'value': 'varname'}, {'id': '183', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '184', 'type': 'elif_clause', 'children': ['185', '192']}, {'id': '185', 'type': 'boolean_operator', 'children': ['186', '189'], 'value': 'and'}; {'id': '186', 'type': 'comparison_operator', 'children': ['187', '188'], 'value': 'not'}, {'id': '187', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '188', 'type': 'identifier', 'children': [], 'value': 'REDIS_CONFIGS'}, {'id': '189', 'type': 'comparison_operator', 'children': ['190', '191'], 'value': 'not'}; {'id': '190', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '191', 'type': 'identifier', 'children': [], 'value': 'REDIS_EXCLUDES'}; {'id': '192', 'type': 'block', 'children': ['193']}, {'id': '193', 'type': 'expression_statement', 'children': ['194']}; {'id': '194', 'type': 'assignment', 'children': ['195', '198']}, {'id': '195', 'type': 'subscript', 'children': ['196', '197']}; {'id': '196', 'type': 'identifier', 'children': [], 'value': 'extra_kwargs'}, {'id': '197', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'value'}, {'id': '199', 'type': 'if_statement', 'children': ['200', '201']}; {'id': '200', 'type': 'identifier', 'children': [], 'value': 'cpool'}, {'id': '201', 'type': 'block', 'children': ['202']}; {'id': '202', 'type': 'expression_statement', 'children': ['203']}, {'id': '203', 'type': 'assignment', 'children': ['204', '205']}; {'id': '204', 'type': 'identifier', 'children': [], 'value': 'cpool_class'}, {'id': '205', 'type': 'attribute', 'children': ['206', '207']}; {'id': '206', 'type': 'identifier', 'children': [], 'value': 'redis'}, {'id': '207', 'type': 'identifier', 'children': [], 'value': 'ConnectionPool'}; {'id': '208', 'type': 'if_statement', 'children': ['209', '212']}, {'id': '209', 'type': 'comparison_operator', 'children': ['210', '211'], 'value': 'in'}; {'id': '210', 'type': 'string', 'children': [], 'value': "'connection_pool'"}, {'id': '211', 'type': 'identifier', 'children': [], 'value': 'config'}; {'id': '212', 'type': 'block', 'children': ['213']}, {'id': '213', 'type': 'expression_statement', 'children': ['214']}; {'id': '214', 'type': 'assignment', 'children': ['215', '216']}, {'id': '215', 'type': 'identifier', 'children': [], 'value': 'cpool_class'}; {'id': '216', 'type': 'call', 'children': ['217', '220']}, {'id': '217', 'type': 'attribute', 'children': ['218', '219']}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'utils'}, {'id': '219', 'type': 'identifier', 'children': [], 'value': 'find_entrypoint'}; {'id': '220', 'type': 'argument_list', 'children': ['221', '222', '225']}, {'id': '221', 'type': 'string', 'children': [], 'value': "'turnstile.connection_pool'"}; {'id': '222', 'type': 'subscript', 'children': ['223', '224']}, {'id': '223', 'type': 'identifier', 'children': [], 'value': 'config'}; {'id': '224', 'type': 'string', 'children': [], 'value': "'connection_pool'"}, {'id': '225', 'type': 'keyword_argument', 'children': ['226', '227']}; {'id': '226', 'type': 'identifier', 'children': [], 'value': 'required'}, {'id': '227', 'type': 'True', 'children': []}; {'id': '228', 'type': 'if_statement', 'children': ['229', '230']}, {'id': '229', 'type': 'identifier', 'children': [], 'value': 'cpool_class'}; {'id': '230', 'type': 'block', 'children': ['231', '238', '296']}, {'id': '231', 'type': 'expression_statement', 'children': ['232']}; {'id': '232', 'type': 'call', 'children': ['233', '236']}, {'id': '233', 'type': 'attribute', 'children': ['234', '235']}; {'id': '234', 'type': 'identifier', 'children': [], 'value': 'cpool'}, {'id': '235', 'type': 'identifier', 'children': [], 'value': 'update'}; {'id': '236', 'type': 'argument_list', 'children': ['237']}, {'id': '237', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '238', 'type': 'if_statement', 'children': ['239', '242']}, {'id': '239', 'type': 'comparison_operator', 'children': ['240', '241'], 'value': 'not'}; {'id': '240', 'type': 'string', 'children': [], 'value': "'connection_class'"}, {'id': '241', 'type': 'identifier', 'children': [], 'value': 'cpool'}; {'id': '242', 'type': 'block', 'children': ['243']}, {'id': '243', 'type': 'if_statement', 'children': ['244', '247', '286']}; {'id': '244', 'type': 'comparison_operator', 'children': ['245', '246'], 'value': 'in'}, {'id': '245', 'type': 'string', 'children': [], 'value': "'unix_socket_path'"}; {'id': '246', 'type': 'identifier', 'children': [], 'value': 'cpool'}, {'id': '247', 'type': 'block', 'children': ['248', '257', '266', '274', '278']}; {'id': '248', 'type': 'if_statement', 'children': ['249', '252']}, {'id': '249', 'type': 'comparison_operator', 'children': ['250', '251'], 'value': 'in'}; {'id': '250', 'type': 'string', 'children': [], 'value': "'host'"}, {'id': '251', 'type': 'identifier', 'children': [], 'value': 'cpool'}; {'id': '252', 'type': 'block', 'children': ['253']}, {'id': '253', 'type': 'delete_statement', 'children': ['254']}; {'id': '254', 'type': 'subscript', 'children': ['255', '256']}, {'id': '255', 'type': 'identifier', 'children': [], 'value': 'cpool'}; {'id': '256', 'type': 'string', 'children': [], 'value': "'host'"}, {'id': '257', 'type': 'if_statement', 'children': ['258', '261']}; {'id': '258', 'type': 'comparison_operator', 'children': ['259', '260'], 'value': 'in'}, {'id': '259', 'type': 'string', 'children': [], 'value': "'port'"}; {'id': '260', 'type': 'identifier', 'children': [], 'value': 'cpool'}, {'id': '261', 'type': 'block', 'children': ['262']}; {'id': '262', 'type': 'delete_statement', 'children': ['263']}, {'id': '263', 'type': 'subscript', 'children': ['264', '265']}; {'id': '264', 'type': 'identifier', 'children': [], 'value': 'cpool'}, {'id': '265', 'type': 'string', 'children': [], 'value': "'port'"}; {'id': '266', 'type': 'expression_statement', 'children': ['267']}, {'id': '267', 'type': 'assignment', 'children': ['268', '271']}; {'id': '268', 'type': 'subscript', 'children': ['269', '270']}, {'id': '269', 'type': 'identifier', 'children': [], 'value': 'cpool'}; {'id': '270', 'type': 'string', 'children': [], 'value': "'path'"}, {'id': '271', 'type': 'subscript', 'children': ['272', '273']}; {'id': '272', 'type': 'identifier', 'children': [], 'value': 'cpool'}, {'id': '273', 'type': 'string', 'children': [], 'value': "'unix_socket_path'"}; {'id': '274', 'type': 'delete_statement', 'children': ['275']}, {'id': '275', 'type': 'subscript', 'children': ['276', '277']}; {'id': '276', 'type': 'identifier', 'children': [], 'value': 'cpool'}, {'id': '277', 'type': 'string', 'children': [], 'value': "'unix_socket_path'"}; {'id': '278', 'type': 'expression_statement', 'children': ['279']}, {'id': '279', 'type': 'assignment', 'children': ['280', '283']}; {'id': '280', 'type': 'subscript', 'children': ['281', '282']}, {'id': '281', 'type': 'identifier', 'children': [], 'value': 'cpool'}; {'id': '282', 'type': 'string', 'children': [], 'value': "'connection_class'"}, {'id': '283', 'type': 'attribute', 'children': ['284', '285']}; {'id': '284', 'type': 'identifier', 'children': [], 'value': 'redis'}, {'id': '285', 'type': 'identifier', 'children': [], 'value': 'UnixDomainSocketConnection'}; {'id': '286', 'type': 'else_clause', 'children': ['287']}, {'id': '287', 'type': 'block', 'children': ['288']}; {'id': '288', 'type': 'expression_statement', 'children': ['289']}, {'id': '289', 'type': 'assignment', 'children': ['290', '293']}; {'id': '290', 'type': 'subscript', 'children': ['291', '292']}, {'id': '291', 'type': 'identifier', 'children': [], 'value': 'cpool'}; {'id': '292', 'type': 'string', 'children': [], 'value': "'connection_class'"}, {'id': '293', 'type': 'attribute', 'children': ['294', '295']}; {'id': '294', 'type': 'identifier', 'children': [], 'value': 'redis'}, {'id': '295', 'type': 'identifier', 'children': [], 'value': 'Connection'}; {'id': '296', 'type': 'expression_statement', 'children': ['297']}, {'id': '297', 'type': 'assignment', 'children': ['298', '299']}; {'id': '298', 'type': 'identifier', 'children': [], 'value': 'kwargs'}, {'id': '299', 'type': 'call', 'children': ['300', '301']}; {'id': '300', 'type': 'identifier', 'children': [], 'value': 'dict'}, {'id': '301', 'type': 'argument_list', 'children': ['302']}; {'id': '302', 'type': 'keyword_argument', 'children': ['303', '304']}, {'id': '303', 'type': 'identifier', 'children': [], 'value': 'connection_pool'}; {'id': '304', 'type': 'call', 'children': ['305', '306']}, {'id': '305', 'type': 'identifier', 'children': [], 'value': 'cpool_class'}; {'id': '306', 'type': 'argument_list', 'children': ['307']}, {'id': '307', 'type': 'dictionary_splat', 'children': ['308']}; {'id': '308', 'type': 'identifier', 'children': [], 'value': 'cpool'}, {'id': '309', 'type': 'expression_statement', 'children': ['310']}; {'id': '310', 'type': 'call', 'children': ['311', '314']}, {'id': '311', 'type': 'attribute', 'children': ['312', '313']}; {'id': '312', 'type': 'identifier', 'children': [], 'value': 'kwargs'}, {'id': '313', 'type': 'identifier', 'children': [], 'value': 'update'}; {'id': '314', 'type': 'argument_list', 'children': ['315']}, {'id': '315', 'type': 'identifier', 'children': [], 'value': 'extra_kwargs'}; {'id': '316', 'type': 'return_statement', 'children': ['317']}, {'id': '317', 'type': 'call', 'children': ['318', '319']}; {'id': '318', 'type': 'identifier', 'children': [], 'value': 'client'}, {'id': '319', 'type': 'argument_list', 'children': ['320']}; {'id': '320', 'type': 'dictionary_splat', 'children': ['321']}, {'id': '321', 'type': 'identifier', 'children': [], 'value': 'kwargs'}
def initialize(config): if 'redis_client' in config: client = utils.find_entrypoint('turnstile.redis_client', config['redis_client'], required=True) else: client = redis.StrictRedis kwargs = {} for cfg_var, type_ in REDIS_CONFIGS.items(): if cfg_var in config: kwargs[cfg_var] = type_(config[cfg_var]) if 'host' not in kwargs and 'unix_socket_path' not in kwargs: raise redis.ConnectionError("No host specified for redis database") cpool_class = None cpool = {} extra_kwargs = {} for key, value in config.items(): if key.startswith('connection_pool.'): _dummy, _sep, varname = key.partition('.') if varname == 'connection_class': cpool[varname] = utils.find_entrypoint( 'turnstile.connection_class', value, required=True) elif varname == 'max_connections': cpool[varname] = int(value) elif varname == 'parser_class': cpool[varname] = utils.find_entrypoint( 'turnstile.parser_class', value, required=True) else: cpool[varname] = value elif key not in REDIS_CONFIGS and key not in REDIS_EXCLUDES: extra_kwargs[key] = value if cpool: cpool_class = redis.ConnectionPool if 'connection_pool' in config: cpool_class = utils.find_entrypoint('turnstile.connection_pool', config['connection_pool'], required=True) if cpool_class: cpool.update(kwargs) if 'connection_class' not in cpool: if 'unix_socket_path' in cpool: if 'host' in cpool: del cpool['host'] if 'port' in cpool: del cpool['port'] cpool['path'] = cpool['unix_socket_path'] del cpool['unix_socket_path'] cpool['connection_class'] = redis.UnixDomainSocketConnection else: cpool['connection_class'] = redis.Connection kwargs = dict(connection_pool=cpool_class(**cpool)) kwargs.update(extra_kwargs) return client(**kwargs)
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'read_attributes'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'attributes'}, {'id': '7', 'type': 'None', 'children': []}; {'id': '8', 'type': 'block', 'children': ['9', '11', '24', '32', '41', '68', '148', '155', '167', '205']}, {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'string', 'children': [], 'value': '\'\'\'\n Collect read attributes across reads in this PileupCollection into a\n pandas.DataFrame.\n Valid attributes are the following properties of a pysam.AlignedSegment\n instance. See:\n http://pysam.readthedocs.org/en/latest/api.html\n for the meaning of these attributes.\n * cigarstring\n * flag\n * inferred_length\n * is_duplicate\n * is_paired\n * is_proper_pair\n * is_qcfail\n * is_read1\n * is_read2\n * is_reverse\n * is_secondary\n * is_unmapped\n * mapping_quality\n * mate_is_reverse\n * mate_is_unmapped\n * next_reference_id\n * next_reference_start\n * query_alignment_end\n * query_alignment_length\n * query_alignment_qualities\n * query_alignment_sequence\n * query_alignment_start\n * query_length\n * query_name\n * reference_end\n * reference_id\n * reference_length\n * reference_start\n * template_length\n (Note: the above list is parsed into the _READ_ATTRIBUTE_NAMES class\n variable, so be careful when modifying it.)\n Additionally, for alignment "tags" (arbitrary key values associated\n with an alignment), a column of the form "TAG_{tag name}" is\n included.\n Finally, the column "pysam_alignment_record" gives the underlying\n `pysam.AlignedSegment` instances.\n Parameters\n ----------\n attributes (optional): list of strings\n List of columns to include. If unspecified, all columns are\n included in the result.\n Returns\n ----------\n pandas.DataFrame of read attributes.\n \'\'\''}, {'id': '11', 'type': 'function_definition', 'children': ['12', '13', '15']}; {'id': '12', 'type': 'function_name', 'children': [], 'value': 'include'}, {'id': '13', 'type': 'parameters', 'children': ['14']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'attribute'}, {'id': '15', 'type': 'block', 'children': ['16']}; {'id': '16', 'type': 'return_statement', 'children': ['17']}, {'id': '17', 'type': 'boolean_operator', 'children': ['18', '21'], 'value': 'or'}; {'id': '18', 'type': 'comparison_operator', 'children': ['19', '20'], 'value': 'is'}, {'id': '19', 'type': 'identifier', 'children': [], 'value': 'attributes'}; {'id': '20', 'type': 'None', 'children': []}, {'id': '21', 'type': 'comparison_operator', 'children': ['22', '23'], 'value': 'in'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'attribute'}, {'id': '23', 'type': 'identifier', 'children': [], 'value': 'attributes'}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}, {'id': '25', 'type': 'assignment', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'reads'}, {'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': 'reads'}, {'id': '31', 'type': 'argument_list', 'children': []}; {'id': '32', 'type': 'expression_statement', 'children': ['33']}, {'id': '33', 'type': 'assignment', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'possible_column_names'}, {'id': '35', 'type': 'call', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'list'}, {'id': '37', 'type': 'argument_list', 'children': ['38']}; {'id': '38', 'type': 'attribute', 'children': ['39', '40']}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'PileupCollection'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': '_READ_ATTRIBUTE_NAMES'}, {'id': '41', 'type': 'expression_statement', 'children': ['42']}; {'id': '42', 'type': 'assignment', 'children': ['43', '44']}, {'id': '43', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '44', 'type': 'call', 'children': ['45', '46']}, {'id': '45', 'type': 'identifier', 'children': [], 'value': 'OrderedDict'}; {'id': '46', 'type': 'generator_expression', 'children': ['47', '58', '63']}, {'id': '47', 'type': 'tuple', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'name'}, {'id': '49', 'type': 'list_comprehension', 'children': ['50', '55']}; {'id': '50', 'type': 'call', 'children': ['51', '52']}, {'id': '51', 'type': 'identifier', 'children': [], 'value': 'getattr'}; {'id': '52', 'type': 'argument_list', 'children': ['53', '54']}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'read'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'name'}, {'id': '55', 'type': 'for_in_clause', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'read'}, {'id': '57', 'type': 'identifier', 'children': [], 'value': 'reads'}; {'id': '58', 'type': 'for_in_clause', 'children': ['59', '60']}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '60', 'type': 'attribute', 'children': ['61', '62']}, {'id': '61', 'type': 'identifier', 'children': [], 'value': 'PileupCollection'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': '_READ_ATTRIBUTE_NAMES'}, {'id': '63', 'type': 'if_clause', 'children': ['64']}; {'id': '64', 'type': 'call', 'children': ['65', '66']}, {'id': '65', 'type': 'identifier', 'children': [], 'value': 'include'}; {'id': '66', 'type': 'argument_list', 'children': ['67']}, {'id': '67', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '68', 'type': 'if_statement', 'children': ['69', '70']}, {'id': '69', 'type': 'identifier', 'children': [], 'value': 'reads'}; {'id': '70', 'type': 'block', 'children': ['71', '86', '107']}, {'id': '71', 'type': 'expression_statement', 'children': ['72']}; {'id': '72', 'type': 'assignment', 'children': ['73', '74']}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 'tag_dicts'}; {'id': '74', 'type': 'list_comprehension', 'children': ['75', '83']}, {'id': '75', 'type': 'call', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'dict'}, {'id': '77', 'type': 'argument_list', 'children': ['78']}; {'id': '78', 'type': 'call', 'children': ['79', '82']}, {'id': '79', 'type': 'attribute', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'x'}, {'id': '81', 'type': 'identifier', 'children': [], 'value': 'get_tags'}; {'id': '82', 'type': 'argument_list', 'children': []}, {'id': '83', 'type': 'for_in_clause', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'x'}, {'id': '85', 'type': 'identifier', 'children': [], 'value': 'reads'}; {'id': '86', 'type': 'expression_statement', 'children': ['87']}, {'id': '87', 'type': 'assignment', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'tag_keys'}, {'id': '89', 'type': 'call', 'children': ['90', '93']}; {'id': '90', 'type': 'attribute', 'children': ['91', '92']}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 'set'}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'union'}, {'id': '93', 'type': 'argument_list', 'children': ['94']}; {'id': '94', 'type': 'list_splat', 'children': ['95']}, {'id': '95', 'type': 'list_comprehension', 'children': ['96', '104']}; {'id': '96', 'type': 'call', 'children': ['97', '98']}, {'id': '97', 'type': 'identifier', 'children': [], 'value': 'set'}; {'id': '98', 'type': 'argument_list', 'children': ['99']}, {'id': '99', 'type': 'call', 'children': ['100', '103']}; {'id': '100', 'type': 'attribute', 'children': ['101', '102']}, {'id': '101', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'keys'}, {'id': '103', 'type': 'argument_list', 'children': []}; {'id': '104', 'type': 'for_in_clause', 'children': ['105', '106']}, {'id': '105', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'tag_dicts'}, {'id': '107', 'type': 'for_statement', 'children': ['108', '109', '113']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'tag_key'}, {'id': '109', 'type': 'call', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'sorted'}, {'id': '111', 'type': 'argument_list', 'children': ['112']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'tag_keys'}, {'id': '113', 'type': 'block', 'children': ['114', '120', '127']}; {'id': '114', 'type': 'expression_statement', 'children': ['115']}, {'id': '115', 'type': 'assignment', 'children': ['116', '117']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'column_name'}, {'id': '117', 'type': 'binary_operator', 'children': ['118', '119'], 'value': '%'}; {'id': '118', 'type': 'string', 'children': [], 'value': '"TAG_%s"'}, {'id': '119', 'type': 'identifier', 'children': [], 'value': 'tag_key'}; {'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': 'possible_column_names'}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '125', 'type': 'argument_list', 'children': ['126']}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'column_name'}, {'id': '127', 'type': 'if_statement', 'children': ['128', '132']}; {'id': '128', 'type': 'call', 'children': ['129', '130']}, {'id': '129', 'type': 'identifier', 'children': [], 'value': 'include'}; {'id': '130', 'type': 'argument_list', 'children': ['131']}, {'id': '131', 'type': 'identifier', 'children': [], 'value': 'column_name'}; {'id': '132', 'type': 'block', 'children': ['133']}, {'id': '133', 'type': 'expression_statement', 'children': ['134']}; {'id': '134', 'type': 'assignment', 'children': ['135', '138']}, {'id': '135', 'type': 'subscript', 'children': ['136', '137']}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'result'}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'column_name'}; {'id': '138', 'type': 'list_comprehension', 'children': ['139', '145']}, {'id': '139', 'type': 'call', 'children': ['140', '143']}; {'id': '140', 'type': 'attribute', 'children': ['141', '142']}, {'id': '141', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'get'}, {'id': '143', 'type': 'argument_list', 'children': ['144']}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'tag_key'}, {'id': '145', 'type': 'for_in_clause', 'children': ['146', '147']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'd'}, {'id': '147', 'type': 'identifier', 'children': [], 'value': 'tag_dicts'}; {'id': '148', 'type': 'expression_statement', 'children': ['149']}, {'id': '149', 'type': 'call', 'children': ['150', '153']}; {'id': '150', 'type': 'attribute', 'children': ['151', '152']}, {'id': '151', 'type': 'identifier', 'children': [], 'value': 'possible_column_names'}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '153', 'type': 'argument_list', 'children': ['154']}; {'id': '154', 'type': 'string', 'children': [], 'value': '"pysam_alignment_record"'}, {'id': '155', 'type': 'if_statement', 'children': ['156', '160']}; {'id': '156', 'type': 'call', 'children': ['157', '158']}, {'id': '157', 'type': 'identifier', 'children': [], 'value': 'include'}; {'id': '158', 'type': 'argument_list', 'children': ['159']}, {'id': '159', 'type': 'string', 'children': [], 'value': '"pysam_alignment_record"'}; {'id': '160', 'type': 'block', 'children': ['161']}, {'id': '161', 'type': 'expression_statement', 'children': ['162']}; {'id': '162', 'type': 'assignment', 'children': ['163', '166']}, {'id': '163', 'type': 'subscript', 'children': ['164', '165']}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'result'}, {'id': '165', 'type': 'string', 'children': [], 'value': '"pysam_alignment_record"'}; {'id': '166', 'type': 'identifier', 'children': [], 'value': 'reads'}, {'id': '167', 'type': 'if_statement', 'children': ['168', '171']}; {'id': '168', 'type': 'comparison_operator', 'children': ['169', '170'], 'value': 'is'}, {'id': '169', 'type': 'identifier', 'children': [], 'value': 'attributes'}; {'id': '170', 'type': 'None', 'children': []}, {'id': '171', 'type': 'block', 'children': ['172', '195']}; {'id': '172', 'type': 'for_statement', 'children': ['173', '174', '175']}, {'id': '173', 'type': 'identifier', 'children': [], 'value': 'attribute'}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'attributes'}, {'id': '175', 'type': 'block', 'children': ['176']}; {'id': '176', 'type': 'if_statement', 'children': ['177', '180']}, {'id': '177', 'type': 'comparison_operator', 'children': ['178', '179'], 'value': 'not'}; {'id': '178', 'type': 'identifier', 'children': [], 'value': 'attribute'}, {'id': '179', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '180', 'type': 'block', 'children': ['181']}, {'id': '181', 'type': 'raise_statement', 'children': ['182']}; {'id': '182', 'type': 'call', 'children': ['183', '184']}, {'id': '183', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '184', 'type': 'argument_list', 'children': ['185']}, {'id': '185', 'type': 'binary_operator', 'children': ['186', '187'], 'value': '%'}; {'id': '186', 'type': 'string', 'children': [], 'value': '"No such attribute: %s. Valid attributes are: %s"'}, {'id': '187', 'type': 'tuple', 'children': ['188', '189']}; {'id': '188', 'type': 'identifier', 'children': [], 'value': 'attribute'}, {'id': '189', 'type': 'call', 'children': ['190', '193']}; {'id': '190', 'type': 'attribute', 'children': ['191', '192']}, {'id': '191', 'type': 'string', 'children': [], 'value': '" "'}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'join'}, {'id': '193', 'type': 'argument_list', 'children': ['194']}; {'id': '194', 'type': 'identifier', 'children': [], 'value': 'possible_column_names'}, {'id': '195', 'type': 'assert_statement', 'children': ['196']}; {'id': '196', 'type': 'comparison_operator', 'children': ['197', '201'], 'value': '=='}, {'id': '197', 'type': 'call', 'children': ['198', '199']}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'set'}, {'id': '199', 'type': 'argument_list', 'children': ['200']}; {'id': '200', 'type': 'identifier', 'children': [], 'value': 'attributes'}, {'id': '201', 'type': 'call', 'children': ['202', '203']}; {'id': '202', 'type': 'identifier', 'children': [], 'value': 'set'}, {'id': '203', 'type': 'argument_list', 'children': ['204']}; {'id': '204', 'type': 'identifier', 'children': [], 'value': 'result'}, {'id': '205', 'type': 'return_statement', 'children': ['206']}; {'id': '206', 'type': 'call', 'children': ['207', '210']}, {'id': '207', 'type': 'attribute', 'children': ['208', '209']}; {'id': '208', 'type': 'identifier', 'children': [], 'value': 'pandas'}, {'id': '209', 'type': 'identifier', 'children': [], 'value': 'DataFrame'}; {'id': '210', 'type': 'argument_list', 'children': ['211']}, {'id': '211', 'type': 'identifier', 'children': [], 'value': 'result'}
def read_attributes(self, attributes=None): ''' Collect read attributes across reads in this PileupCollection into a pandas.DataFrame. Valid attributes are the following properties of a pysam.AlignedSegment instance. See: http://pysam.readthedocs.org/en/latest/api.html for the meaning of these attributes. * cigarstring * flag * inferred_length * is_duplicate * is_paired * is_proper_pair * is_qcfail * is_read1 * is_read2 * is_reverse * is_secondary * is_unmapped * mapping_quality * mate_is_reverse * mate_is_unmapped * next_reference_id * next_reference_start * query_alignment_end * query_alignment_length * query_alignment_qualities * query_alignment_sequence * query_alignment_start * query_length * query_name * reference_end * reference_id * reference_length * reference_start * template_length (Note: the above list is parsed into the _READ_ATTRIBUTE_NAMES class variable, so be careful when modifying it.) Additionally, for alignment "tags" (arbitrary key values associated with an alignment), a column of the form "TAG_{tag name}" is included. Finally, the column "pysam_alignment_record" gives the underlying `pysam.AlignedSegment` instances. Parameters ---------- attributes (optional): list of strings List of columns to include. If unspecified, all columns are included in the result. Returns ---------- pandas.DataFrame of read attributes. ''' def include(attribute): return attributes is None or attribute in attributes reads = self.reads() possible_column_names = list(PileupCollection._READ_ATTRIBUTE_NAMES) result = OrderedDict( (name, [getattr(read, name) for read in reads]) for name in PileupCollection._READ_ATTRIBUTE_NAMES if include(name)) if reads: tag_dicts = [dict(x.get_tags()) for x in reads] tag_keys = set.union( *[set(item.keys()) for item in tag_dicts]) for tag_key in sorted(tag_keys): column_name = "TAG_%s" % tag_key possible_column_names.append(column_name) if include(column_name): result[column_name] = [d.get(tag_key) for d in tag_dicts] possible_column_names.append("pysam_alignment_record") if include("pysam_alignment_record"): result["pysam_alignment_record"] = reads if attributes is not None: for attribute in attributes: if attribute not in result: raise ValueError( "No such attribute: %s. Valid attributes are: %s" % (attribute, " ".join(possible_column_names))) assert set(attributes) == set(result) return pandas.DataFrame(result)
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'group_by_allele'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'locus'}; {'id': '6', 'type': 'block', 'children': ['7', '9', '16', '20', '24', '170', '186', '262', '284']}, {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'string', 'children': [], 'value': '\'\'\'\n Split the PileupCollection by the alleles suggested by the reads at the\n specified locus.\n If a read has an insertion immediately following the locus, then the\n insertion is included in the allele. For example, if locus is the\n 1-base range [5,6), one allele might be "AGA", indicating that at\n locus 5 some read has an "A" followed by a 2-base insertion ("GA"). If\n a read has a deletion at the specified locus, the allele is the empty\n string.\n The given locus may include any number of bases. If the locus includes\n multiple bases, then the alleles consist of all bases aligning to that\n range in any read. Note that only sequences actually sequenced in a\n particular read are included. For example, if one read has "ATT" at a\n locus and another read has "GCC", then the alleles are "ATT" and\n "GCC", but not "GTT". That is, the bases in each allele are phased. For\n this reason, only reads that overlap the entire locus are included.\n If the locus is an empty interval (e.g. [5,5) ), then the alleles\n consist only of inserted bases. In this example, only bases inserted\n immediately after locus 5 would be included (but *not* the base\n actually at locus 5). In the previous insertion example, the allele\n would be "GA", indicating a 2-base insertion. Reads that have no\n insertion at that position (matches or deletions) would have the empty\n string as their allele.\n Parameters\n ----------\n locus : Locus\n The reference locus, encompassing 0 or more bases.\n Returns\n ----------\n A dict of string -> PileupCollection. The keys are nucleotide strings\n giving the bases sequenced at the locus, and the values are\n PileupCollection instances of the alignments that support that allele.\n \'\'\''}, {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'assignment', 'children': ['11', '12']}, {'id': '11', 'type': 'identifier', 'children': [], 'value': 'locus'}; {'id': '12', 'type': 'call', 'children': ['13', '14']}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'to_locus'}; {'id': '14', 'type': 'argument_list', 'children': ['15']}, {'id': '15', 'type': 'identifier', 'children': [], 'value': 'locus'}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}, {'id': '17', 'type': 'assignment', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'read_to_allele'}, {'id': '19', 'type': 'None', 'children': []}; {'id': '20', 'type': 'expression_statement', 'children': ['21']}, {'id': '21', 'type': 'assignment', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'loci'}, {'id': '23', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '24', 'type': 'if_statement', 'children': ['25', '28', '114']}, {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'locus'}, {'id': '27', 'type': 'identifier', 'children': [], 'value': 'positions'}; {'id': '28', 'type': 'block', 'children': ['29']}, {'id': '29', 'type': 'for_statement', 'children': ['30', '31', '34']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'position'}, {'id': '31', 'type': 'attribute', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'locus'}, {'id': '33', 'type': 'identifier', 'children': [], 'value': 'positions'}; {'id': '34', 'type': 'block', 'children': ['35', '47', '54', '58', '110']}, {'id': '35', 'type': 'expression_statement', 'children': ['36']}; {'id': '36', 'type': 'assignment', 'children': ['37', '38']}, {'id': '37', 'type': 'identifier', 'children': [], 'value': 'base_position'}; {'id': '38', 'type': 'call', 'children': ['39', '42']}, {'id': '39', 'type': 'attribute', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'Locus'}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'from_interbase_coordinates'}; {'id': '42', 'type': 'argument_list', 'children': ['43', '46']}, {'id': '43', 'type': 'attribute', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'locus'}, {'id': '45', 'type': 'identifier', 'children': [], 'value': 'contig'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'position'}, {'id': '47', 'type': 'expression_statement', 'children': ['48']}; {'id': '48', 'type': 'call', 'children': ['49', '52']}, {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'loci'}, {'id': '51', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '52', 'type': 'argument_list', 'children': ['53']}, {'id': '53', 'type': 'identifier', 'children': [], 'value': 'base_position'}; {'id': '54', 'type': 'expression_statement', 'children': ['55']}, {'id': '55', 'type': 'assignment', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'new_read_to_allele'}, {'id': '57', 'type': 'dictionary', 'children': []}; {'id': '58', 'type': 'for_statement', 'children': ['59', '60', '65']}, {'id': '59', 'type': 'identifier', 'children': [], 'value': 'element'}; {'id': '60', 'type': 'subscript', 'children': ['61', '64']}, {'id': '61', 'type': 'attribute', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'self'}, {'id': '63', 'type': 'identifier', 'children': [], 'value': 'pileups'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'base_position'}, {'id': '65', 'type': 'block', 'children': ['66', '70', '79', '96', '104']}; {'id': '66', 'type': 'expression_statement', 'children': ['67']}, {'id': '67', 'type': 'assignment', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'allele_prefix'}, {'id': '69', 'type': 'string', 'children': [], 'value': '""'}; {'id': '70', 'type': 'expression_statement', 'children': ['71']}, {'id': '71', 'type': 'assignment', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '73', 'type': 'call', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'alignment_key'}, {'id': '75', 'type': 'argument_list', 'children': ['76']}; {'id': '76', 'type': 'attribute', 'children': ['77', '78']}, {'id': '77', 'type': 'identifier', 'children': [], 'value': 'element'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'alignment'}, {'id': '79', 'type': 'if_statement', 'children': ['80', '83']}; {'id': '80', 'type': 'comparison_operator', 'children': ['81', '82'], 'value': 'is'}, {'id': '81', 'type': 'identifier', 'children': [], 'value': 'read_to_allele'}; {'id': '82', 'type': 'None', 'children': []}, {'id': '83', 'type': 'block', 'children': ['84']}; {'id': '84', 'type': 'try_statement', 'children': ['85', '92']}, {'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': 'allele_prefix'}, {'id': '89', 'type': 'subscript', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'read_to_allele'}, {'id': '91', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '92', 'type': 'except_clause', 'children': ['93', '94']}, {'id': '93', 'type': 'identifier', 'children': [], 'value': 'KeyError'}; {'id': '94', 'type': 'block', 'children': ['95']}, {'id': '95', 'type': 'continue_statement', 'children': []}; {'id': '96', 'type': 'expression_statement', 'children': ['97']}, {'id': '97', 'type': 'assignment', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'allele'}, {'id': '99', 'type': 'binary_operator', 'children': ['100', '101'], 'value': '+'}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'allele_prefix'}, {'id': '101', 'type': 'attribute', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'element'}, {'id': '103', 'type': 'identifier', 'children': [], 'value': 'bases'}; {'id': '104', 'type': 'expression_statement', 'children': ['105']}, {'id': '105', 'type': 'assignment', 'children': ['106', '109']}; {'id': '106', 'type': 'subscript', 'children': ['107', '108']}, {'id': '107', 'type': 'identifier', 'children': [], 'value': 'new_read_to_allele'}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '109', 'type': 'identifier', 'children': [], 'value': 'allele'}; {'id': '110', 'type': 'expression_statement', 'children': ['111']}, {'id': '111', 'type': 'assignment', 'children': ['112', '113']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'read_to_allele'}, {'id': '113', 'type': 'identifier', 'children': [], 'value': 'new_read_to_allele'}; {'id': '114', 'type': 'else_clause', 'children': ['115']}, {'id': '115', 'type': 'block', 'children': ['116', '130', '137', '141']}; {'id': '116', 'type': 'expression_statement', 'children': ['117']}, {'id': '117', 'type': 'assignment', 'children': ['118', '119']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'position_before'}, {'id': '119', 'type': 'call', 'children': ['120', '123']}; {'id': '120', 'type': 'attribute', 'children': ['121', '122']}, {'id': '121', 'type': 'identifier', 'children': [], 'value': 'Locus'}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'from_interbase_coordinates'}, {'id': '123', 'type': 'argument_list', 'children': ['124', '127']}; {'id': '124', 'type': 'attribute', 'children': ['125', '126']}, {'id': '125', 'type': 'identifier', 'children': [], 'value': 'locus'}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'contig'}, {'id': '127', 'type': 'attribute', 'children': ['128', '129']}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'locus'}, {'id': '129', 'type': 'identifier', 'children': [], 'value': 'start'}; {'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': 'loci'}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '135', 'type': 'argument_list', 'children': ['136']}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'position_before'}, {'id': '137', 'type': 'expression_statement', 'children': ['138']}; {'id': '138', 'type': 'assignment', 'children': ['139', '140']}, {'id': '139', 'type': 'identifier', 'children': [], 'value': 'read_to_allele'}; {'id': '140', 'type': 'dictionary', 'children': []}, {'id': '141', 'type': 'for_statement', 'children': ['142', '143', '148']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'element'}, {'id': '143', 'type': 'subscript', 'children': ['144', '147']}; {'id': '144', 'type': 'attribute', 'children': ['145', '146']}, {'id': '145', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'pileups'}, {'id': '147', 'type': 'identifier', 'children': [], 'value': 'position_before'}; {'id': '148', 'type': 'block', 'children': ['149', '159']}, {'id': '149', 'type': 'expression_statement', 'children': ['150']}; {'id': '150', 'type': 'assignment', 'children': ['151', '152']}, {'id': '151', 'type': 'identifier', 'children': [], 'value': 'allele'}; {'id': '152', 'type': 'subscript', 'children': ['153', '156']}, {'id': '153', 'type': 'attribute', 'children': ['154', '155']}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'element'}, {'id': '155', 'type': 'identifier', 'children': [], 'value': 'bases'}; {'id': '156', 'type': 'slice', 'children': ['157', '158']}, {'id': '157', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '158', 'type': 'colon', 'children': []}, {'id': '159', 'type': 'expression_statement', 'children': ['160']}; {'id': '160', 'type': 'assignment', 'children': ['161', '169']}, {'id': '161', 'type': 'subscript', 'children': ['162', '163']}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'read_to_allele'}, {'id': '163', 'type': 'call', 'children': ['164', '165']}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'alignment_key'}, {'id': '165', 'type': 'argument_list', 'children': ['166']}; {'id': '166', 'type': 'attribute', 'children': ['167', '168']}, {'id': '167', 'type': 'identifier', 'children': [], 'value': 'element'}; {'id': '168', 'type': 'identifier', 'children': [], 'value': 'alignment'}, {'id': '169', 'type': 'identifier', 'children': [], 'value': 'allele'}; {'id': '170', 'type': 'expression_statement', 'children': ['171']}, {'id': '171', 'type': 'assignment', 'children': ['172', '173']}; {'id': '172', 'type': 'identifier', 'children': [], 'value': 'split'}, {'id': '173', 'type': 'call', 'children': ['174', '175']}; {'id': '174', 'type': 'identifier', 'children': [], 'value': 'defaultdict'}, {'id': '175', 'type': 'argument_list', 'children': ['176']}; {'id': '176', 'type': 'lambda', 'children': ['177']}, {'id': '177', 'type': 'call', 'children': ['178', '179']}; {'id': '178', 'type': 'identifier', 'children': [], 'value': 'PileupCollection'}, {'id': '179', 'type': 'argument_list', 'children': ['180', '183']}; {'id': '180', 'type': 'keyword_argument', 'children': ['181', '182']}, {'id': '181', 'type': 'identifier', 'children': [], 'value': 'pileups'}; {'id': '182', 'type': 'dictionary', 'children': []}, {'id': '183', 'type': 'keyword_argument', 'children': ['184', '185']}; {'id': '184', 'type': 'identifier', 'children': [], 'value': 'parent'}, {'id': '185', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '186', 'type': 'for_statement', 'children': ['187', '188', '189']}, {'id': '187', 'type': 'identifier', 'children': [], 'value': 'locus'}; {'id': '188', 'type': 'identifier', 'children': [], 'value': 'loci'}, {'id': '189', 'type': 'block', 'children': ['190', '198']}; {'id': '190', 'type': 'expression_statement', 'children': ['191']}, {'id': '191', 'type': 'assignment', 'children': ['192', '193']}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'pileup'}, {'id': '193', 'type': 'subscript', 'children': ['194', '197']}; {'id': '194', 'type': 'attribute', 'children': ['195', '196']}, {'id': '195', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '196', 'type': 'identifier', 'children': [], 'value': 'pileups'}, {'id': '197', 'type': 'identifier', 'children': [], 'value': 'locus'}; {'id': '198', 'type': 'for_statement', 'children': ['199', '200', '203']}, {'id': '199', 'type': 'identifier', 'children': [], 'value': 'e'}; {'id': '200', 'type': 'attribute', 'children': ['201', '202']}, {'id': '201', 'type': 'identifier', 'children': [], 'value': 'pileup'}; {'id': '202', 'type': 'identifier', 'children': [], 'value': 'elements'}, {'id': '203', 'type': 'block', 'children': ['204', '218']}; {'id': '204', 'type': 'expression_statement', 'children': ['205']}, {'id': '205', 'type': 'assignment', 'children': ['206', '207']}; {'id': '206', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '207', 'type': 'call', 'children': ['208', '211']}; {'id': '208', 'type': 'attribute', 'children': ['209', '210']}, {'id': '209', 'type': 'identifier', 'children': [], 'value': 'read_to_allele'}; {'id': '210', 'type': 'identifier', 'children': [], 'value': 'get'}, {'id': '211', 'type': 'argument_list', 'children': ['212']}; {'id': '212', 'type': 'call', 'children': ['213', '214']}, {'id': '213', 'type': 'identifier', 'children': [], 'value': 'alignment_key'}; {'id': '214', 'type': 'argument_list', 'children': ['215']}, {'id': '215', 'type': 'attribute', 'children': ['216', '217']}; {'id': '216', 'type': 'identifier', 'children': [], 'value': 'e'}, {'id': '217', 'type': 'identifier', 'children': [], 'value': 'alignment'}; {'id': '218', 'type': 'if_statement', 'children': ['219', '222']}, {'id': '219', 'type': 'comparison_operator', 'children': ['220', '221'], 'value': 'is'}; {'id': '220', 'type': 'identifier', 'children': [], 'value': 'key'}, {'id': '221', 'type': 'None', 'children': []}; {'id': '222', 'type': 'block', 'children': ['223']}, {'id': '223', 'type': 'if_statement', 'children': ['224', '231', '245']}; {'id': '224', 'type': 'comparison_operator', 'children': ['225', '226'], 'value': 'in'}, {'id': '225', 'type': 'identifier', 'children': [], 'value': 'locus'}; {'id': '226', 'type': 'attribute', 'children': ['227', '230']}, {'id': '227', 'type': 'subscript', 'children': ['228', '229']}; {'id': '228', 'type': 'identifier', 'children': [], 'value': 'split'}, {'id': '229', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '230', 'type': 'identifier', 'children': [], 'value': 'pileups'}, {'id': '231', 'type': 'block', 'children': ['232']}; {'id': '232', 'type': 'expression_statement', 'children': ['233']}, {'id': '233', 'type': 'call', 'children': ['234', '243']}; {'id': '234', 'type': 'attribute', 'children': ['235', '242']}, {'id': '235', 'type': 'subscript', 'children': ['236', '241']}; {'id': '236', 'type': 'attribute', 'children': ['237', '240']}, {'id': '237', 'type': 'subscript', 'children': ['238', '239']}; {'id': '238', 'type': 'identifier', 'children': [], 'value': 'split'}, {'id': '239', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '240', 'type': 'identifier', 'children': [], 'value': 'pileups'}, {'id': '241', 'type': 'identifier', 'children': [], 'value': 'locus'}; {'id': '242', 'type': 'identifier', 'children': [], 'value': 'append'}, {'id': '243', 'type': 'argument_list', 'children': ['244']}; {'id': '244', 'type': 'identifier', 'children': [], 'value': 'e'}, {'id': '245', 'type': 'else_clause', 'children': ['246']}; {'id': '246', 'type': 'block', 'children': ['247']}, {'id': '247', 'type': 'expression_statement', 'children': ['248']}; {'id': '248', 'type': 'assignment', 'children': ['249', '256']}, {'id': '249', 'type': 'subscript', 'children': ['250', '255']}; {'id': '250', 'type': 'attribute', 'children': ['251', '254']}, {'id': '251', 'type': 'subscript', 'children': ['252', '253']}; {'id': '252', 'type': 'identifier', 'children': [], 'value': 'split'}, {'id': '253', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '254', 'type': 'identifier', 'children': [], 'value': 'pileups'}, {'id': '255', 'type': 'identifier', 'children': [], 'value': 'locus'}; {'id': '256', 'type': 'call', 'children': ['257', '258']}, {'id': '257', 'type': 'identifier', 'children': [], 'value': 'Pileup'}; {'id': '258', 'type': 'argument_list', 'children': ['259', '260']}, {'id': '259', 'type': 'identifier', 'children': [], 'value': 'locus'}; {'id': '260', 'type': 'list', 'children': ['261'], 'value': '[e]'}, {'id': '261', 'type': 'identifier', 'children': [], 'value': 'e'}; {'id': '262', 'type': 'function_definition', 'children': ['263', '264', '266']}, {'id': '263', 'type': 'function_name', 'children': [], 'value': 'sorter'}; {'id': '264', 'type': 'parameters', 'children': ['265']}, {'id': '265', 'type': 'identifier', 'children': [], 'value': 'pair'}; {'id': '266', 'type': 'block', 'children': ['267', '273']}, {'id': '267', 'type': 'expression_statement', 'children': ['268']}; {'id': '268', 'type': 'assignment', 'children': ['269', '272']}, {'id': '269', 'type': 'tuple_pattern', 'children': ['270', '271']}; {'id': '270', 'type': 'identifier', 'children': [], 'value': 'allele'}, {'id': '271', 'type': 'identifier', 'children': [], 'value': 'pileup_collection'}; {'id': '272', 'type': 'identifier', 'children': [], 'value': 'pair'}, {'id': '273', 'type': 'return_statement', 'children': ['274']}; {'id': '274', 'type': 'tuple', 'children': ['275', '283']}, {'id': '275', 'type': 'binary_operator', 'children': ['276', '278'], 'value': '*'}; {'id': '276', 'type': 'unary_operator', 'children': ['277'], 'value': '-'}, {'id': '277', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '278', 'type': 'call', 'children': ['279', '282']}, {'id': '279', 'type': 'attribute', 'children': ['280', '281']}; {'id': '280', 'type': 'identifier', 'children': [], 'value': 'pileup_collection'}, {'id': '281', 'type': 'identifier', 'children': [], 'value': 'num_reads'}; {'id': '282', 'type': 'argument_list', 'children': []}, {'id': '283', 'type': 'identifier', 'children': [], 'value': 'allele'}; {'id': '284', 'type': 'return_statement', 'children': ['285']}, {'id': '285', 'type': 'call', 'children': ['286', '287']}; {'id': '286', 'type': 'identifier', 'children': [], 'value': 'OrderedDict'}, {'id': '287', 'type': 'argument_list', 'children': ['288']}; {'id': '288', 'type': 'call', 'children': ['289', '290']}, {'id': '289', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '290', 'type': 'argument_list', 'children': ['291', '296']}, {'id': '291', 'type': 'call', 'children': ['292', '295']}; {'id': '292', 'type': 'attribute', 'children': ['293', '294']}, {'id': '293', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '294', 'type': 'identifier', 'children': [], 'value': 'items'}, {'id': '295', 'type': 'argument_list', 'children': []}; {'id': '296', 'type': 'keyword_argument', 'children': ['297', '298']}, {'id': '297', 'type': 'identifier', 'children': [], 'value': 'key'}
def group_by_allele(self, locus): ''' Split the PileupCollection by the alleles suggested by the reads at the specified locus. If a read has an insertion immediately following the locus, then the insertion is included in the allele. For example, if locus is the 1-base range [5,6), one allele might be "AGA", indicating that at locus 5 some read has an "A" followed by a 2-base insertion ("GA"). If a read has a deletion at the specified locus, the allele is the empty string. The given locus may include any number of bases. If the locus includes multiple bases, then the alleles consist of all bases aligning to that range in any read. Note that only sequences actually sequenced in a particular read are included. For example, if one read has "ATT" at a locus and another read has "GCC", then the alleles are "ATT" and "GCC", but not "GTT". That is, the bases in each allele are phased. For this reason, only reads that overlap the entire locus are included. If the locus is an empty interval (e.g. [5,5) ), then the alleles consist only of inserted bases. In this example, only bases inserted immediately after locus 5 would be included (but *not* the base actually at locus 5). In the previous insertion example, the allele would be "GA", indicating a 2-base insertion. Reads that have no insertion at that position (matches or deletions) would have the empty string as their allele. Parameters ---------- locus : Locus The reference locus, encompassing 0 or more bases. Returns ---------- A dict of string -> PileupCollection. The keys are nucleotide strings giving the bases sequenced at the locus, and the values are PileupCollection instances of the alignments that support that allele. ''' locus = to_locus(locus) read_to_allele = None loci = [] if locus.positions: for position in locus.positions: base_position = Locus.from_interbase_coordinates( locus.contig, position) loci.append(base_position) new_read_to_allele = {} for element in self.pileups[base_position]: allele_prefix = "" key = alignment_key(element.alignment) if read_to_allele is not None: try: allele_prefix = read_to_allele[key] except KeyError: continue allele = allele_prefix + element.bases new_read_to_allele[key] = allele read_to_allele = new_read_to_allele else: position_before = Locus.from_interbase_coordinates( locus.contig, locus.start) loci.append(position_before) read_to_allele = {} for element in self.pileups[position_before]: allele = element.bases[1:] read_to_allele[alignment_key(element.alignment)] = allele split = defaultdict(lambda: PileupCollection(pileups={}, parent=self)) for locus in loci: pileup = self.pileups[locus] for e in pileup.elements: key = read_to_allele.get(alignment_key(e.alignment)) if key is not None: if locus in split[key].pileups: split[key].pileups[locus].append(e) else: split[key].pileups[locus] = Pileup(locus, [e]) def sorter(pair): (allele, pileup_collection) = pair return (-1 * pileup_collection.num_reads(), allele) return OrderedDict(sorted(split.items(), key=sorter))
{'id': '0', 'type': 'module', 'children': ['1']}, {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'from_bam'}, {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'pysam_samfile'}, {'id': '5', 'type': 'identifier', 'children': [], 'value': 'loci'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}, {'id': '7', 'type': 'identifier', 'children': [], 'value': 'normalized_contig_names'}; {'id': '8', 'type': 'True', 'children': []}, {'id': '9', 'type': 'block', 'children': ['10', '12', '23', '27', '46']}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}, {'id': '11', 'type': 'string', 'children': [], 'value': "'''\n Create a PileupCollection for a set of loci from a BAM file.\n Parameters\n ----------\n pysam_samfile : `pysam.Samfile` instance, or filename string\n to a BAM file. The BAM file must be indexed.\n loci : list of Locus instances\n Loci to collect pileups for.\n normalized_contig_names : whether the contig names have been normalized\n (e.g. pyensembl removes the 'chr' prefix). Set to true to\n de-normalize the names when querying the BAM file.\n Returns\n ----------\n PileupCollection instance containing pileups for the specified loci.\n All alignments in the BAM file are included (e.g. duplicate reads,\n secondary alignments, etc.). See `PileupCollection.filter` if these\n need to be removed. \n '''"}; {'id': '12', 'type': 'expression_statement', 'children': ['13']}, {'id': '13', 'type': 'assignment', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'loci'}, {'id': '15', 'type': 'list_comprehension', 'children': ['16', '20']}; {'id': '16', 'type': 'call', 'children': ['17', '18']}, {'id': '17', 'type': 'identifier', 'children': [], 'value': 'to_locus'}; {'id': '18', 'type': 'argument_list', 'children': ['19']}, {'id': '19', 'type': 'identifier', 'children': [], 'value': 'obj'}; {'id': '20', 'type': 'for_in_clause', 'children': ['21', '22']}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'obj'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'loci'}, {'id': '23', 'type': 'expression_statement', 'children': ['24']}; {'id': '24', 'type': 'assignment', 'children': ['25', '26']}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 'close_on_completion'}; 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def from_bam(pysam_samfile, loci, normalized_contig_names=True): ''' Create a PileupCollection for a set of loci from a BAM file. Parameters ---------- pysam_samfile : `pysam.Samfile` instance, or filename string to a BAM file. The BAM file must be indexed. loci : list of Locus instances Loci to collect pileups for. normalized_contig_names : whether the contig names have been normalized (e.g. pyensembl removes the 'chr' prefix). Set to true to de-normalize the names when querying the BAM file. Returns ---------- PileupCollection instance containing pileups for the specified loci. All alignments in the BAM file are included (e.g. duplicate reads, secondary alignments, etc.). See `PileupCollection.filter` if these need to be removed. ''' loci = [to_locus(obj) for obj in loci] close_on_completion = False if typechecks.is_string(pysam_samfile): pysam_samfile = Samfile(pysam_samfile) close_on_completion = True try: if normalized_contig_names: chromosome_name_map = {} for name in pysam_samfile.references: normalized = pyensembl.locus.normalize_chromosome(name) chromosome_name_map[normalized] = name chromosome_name_map[name] = name else: chromosome_name_map = None result = PileupCollection({}) locus_iterator = itertools.chain.from_iterable( (Locus.from_interbase_coordinates(locus_interval.contig, pos) for pos in locus_interval.positions) for locus_interval in sorted(loci)) for locus in locus_iterator: result.pileups[locus] = Pileup(locus, []) if normalized_contig_names: try: chromosome = chromosome_name_map[locus.contig] except KeyError: logging.warn("No such contig in bam: %s" % locus.contig) continue else: chromosome = locus.contig columns = pysam_samfile.pileup( chromosome, locus.position, locus.position + 1, truncate=True, stepper="nofilter") try: column = next(columns) except StopIteration: continue pileups = column.pileups assert list(columns) == [] for pileup_read in pileups: if not pileup_read.is_refskip: element = PileupElement.from_pysam_alignment( locus, pileup_read) result.pileups[locus].append(element) return result finally: if close_on_completion: pysam_samfile.close()
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RECOMMENDED - Should be a human readable unique identifier for data set. (ACDD)\n :naming_authority = "" ; //.................................... RECOMMENDED - Backward URL of institution (for example, gov.noaa.ncei). (ACDD)\n :history = "" ; //............................................. RECOMMENDED - Provides an audit trail for modifications to the original data. (ACDD)\n :source = "" ; //.............................................. RECOMMENDED - The method of production of the original data. (CF)\n :processing_level = "" ; //.................................... RECOMMENDED - Provide a description of the processing or quality control level of the data. (ACDD)\n :comment = "" ; //............................................. RECOMMENDED - Provide useful additional information here. (CF)\n :acknowledgment = "" ; //...................................... RECOMMENDED - A place to acknowledge various types of support for the project that produced this data. (ACDD)\n :license = "" ; //............................................. RECOMMENDED - Describe the restrictions to data access and distribution. (ACDD)\n :standard_name_vocabulary = "CF Standard Name Table vNN" ; //.. RECOMMENDED - If using CF standard name attribute for variables. Replace NN with the CF standard name table number (CF)\n :date_created = "" ; //........................................ RECOMMENDED - Creation date of this version of the data(netCDF). Use ISO 8601:2004 for date and time. (ACDD)\n :creator_name = "" ; //........................................ RECOMMENDED - The name of the person (or other creator type specified by the creator_type attribute) principally responsible for creating this data. (ACDD)\n :creator_email = "" ; //....................................... RECOMMENDED - The email address of the person (or other creator type specified by the creator_type attribute) principally responsible for creating this data. (ACDD)\n :creator_url = "" ; //......................................... RECOMMENDED - The URL of the person (or other creator type specified by the creator_type attribute) principally responsible for creating this data. (ACDD)\n :institution = "" ; //......................................... RECOMMENDED -The name of the institution principally responsible for originating this data.. An institution attribute can be used for each variable if variables come from more than one institution. (CF/ACDD)\n :project = "" ; //............................................. RECOMMENDED - The name of the project(s) principally responsible for originating this data. Multiple projects can be separated by commas. (ACDD)\n :publisher_name = "" ; //...................................... RECOMMENDED - The name of the person (or other entity specified by the publisher_type attribute) responsible for publishing the data file or product to users, with its current metadata and format. (ACDD)\n :publisher_email = "" ; //..................................... RECOMMENDED - The email address of the person (or other entity specified by the publisher_type attribute) responsible for publishing the data file or product to users, with its current metadata and format. (ACDD)\n :publisher_url = "" ; //....................................... RECOMMENDED - The URL of the person (or other entity specified by the publisher_type attribute) responsible for publishing the data file or product to users, with its current metadata and format. (ACDD)\n :geospatial_bounds = "" ; //................................... RECOMMENDED - Describes the data\'s 2D or 3D geospatial extent in OGC\'s Well-Known Text (WKT) Geometry format. (ACDD)\n :geospatial_bounds_crs = "" ; //............................... RECOMMENDED - The coordinate reference system (CRS) of the point coordinates in the geospatial_bounds attribute. (ACDD)\n :geospatial_bounds_vertical_crs = "" ; //...................... RECOMMENDED - The vertical coordinate reference system (CRS) for the Z axis of the point coordinates in the geospatial_bounds attribute. (ACDD)\n :geospatial_lat_min = 0.0d ; //................................ RECOMMENDED - Describes a simple lower latitude limit. (ACDD)\n :geospatial_lat_max = 0.0d ; //................................ RECOMMENDED - Describes a simple upper latitude limit. (ACDD)\n :geospatial_lon_min = 0.0d ; //................................ RECOMMENDED - Describes a simple lower longitude limit. (ACDD)\n :geospatial_lon_max = 0.0d ; //................................ RECOMMENDED - Describes a simple upper longitude limit. (ACDD)\n :geospatial_vertical_min = 0.0d ; //........................... RECOMMENDED - Describes the numerically smaller vertical limit. (ACDD)\n :geospatial_vertical_max = 0.0d ; //........................... RECOMMENDED - Describes the numerically larger vertical limit. (ACDD)\n :geospatial_vertical_positive = "" ; //........................ RECOMMENDED - Use "up" or "down". (ACDD)\n :time_coverage_start = "" ; //................................. RECOMMENDED - Describes the time of the first data point in the data set. Use ISO 8601:2004 for date and time. (ACDD)\n :time_coverage_end = "" ; //................................... RECOMMENDED - Describes the time of the last data point in the data set. Use ISO 8601:2004 for date and time.(ACDD)\n :time_coverage_duration = "" ; //.............................. RECOMMENDED - Describes the duration of the data set. Use ISO 8601:2004 for date and time. (ACDD)\n :time_coverage_resolution = "" ; //............................ RECOMMENDED - Describes the targeted time period between each value in the data set. Use ISO 8601:2004 for date and time. (ACDD)\n :uuid = "" ; //................................................ RECOMMENDED - Machine readable unique identifier for each file. A new uuid is created whenever the file is changed. (NCEI)\n :sea_name = "" ; //............................................ RECOMMENDED - The names of the sea in which the data were collected. Use NCEI sea names table. (NCEI)\n \'\'\''}, {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'assignment', 'children': ['11', '12']}, {'id': '11', 'type': 'identifier', 'children': [], 'value': 'recommended_ctx'}; {'id': '12', 'type': 'call', 'children': ['13', '14']}, {'id': '13', 'type': 'identifier', 'children': [], 'value': 'TestCtx'}; {'id': '14', 'type': 'argument_list', 'children': ['15', '18']}, {'id': '15', 'type': 'attribute', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'BaseCheck'}, {'id': '17', 'type': 'identifier', 'children': [], 'value': 'MEDIUM'}; {'id': '18', 'type': 'string', 'children': [], 'value': "'Recommended global attributes'"}, {'id': '19', 'type': 'expression_statement', 'children': ['20']}; {'id': '20', 'type': 'assignment', 'children': ['21', '22']}, {'id': '21', 'type': 'identifier', 'children': [], 'value': 'sea_names'}; {'id': '22', 'type': 'list_comprehension', 'children': ['23', '28']}, {'id': '23', 'type': 'call', 'children': ['24', '27']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}, {'id': '25', 'type': 'identifier', 'children': [], 'value': 'sn'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'lower'}, {'id': '27', 'type': 'argument_list', 'children': []}; {'id': '28', 'type': 'for_in_clause', 'children': ['29', '30']}, {'id': '29', 'type': 'identifier', 'children': [], 'value': 'sn'}; {'id': '30', 'type': 'call', 'children': ['31', '34']}, {'id': '31', 'type': 'attribute', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'util'}, {'id': '33', 'type': 'identifier', 'children': [], 'value': 'get_sea_names'}; {'id': '34', 'type': 'argument_list', 'children': []}, {'id': '35', 'type': 'expression_statement', 'children': ['36']}; {'id': '36', 'type': 'assignment', 'children': ['37', '38']}, {'id': '37', 'type': 'identifier', 'children': [], 'value': 'sea_name'}; {'id': '38', 'type': 'call', 'children': ['39', '40']}, {'id': '39', 'type': 'identifier', 'children': [], 'value': 'getattr'}; {'id': '40', 'type': 'argument_list', 'children': ['41', '42', '43']}, {'id': '41', 'type': 'identifier', 'children': [], 'value': 'dataset'}; {'id': '42', 'type': 'string', 'children': [], 'value': "'sea_name'"}, {'id': '43', 'type': 'string', 'children': [], 'value': "''"}; {'id': '44', 'type': 'expression_statement', 'children': ['45']}, {'id': '45', 'type': 'assignment', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'sea_name'}, {'id': '47', 'type': 'call', 'children': ['48', '51']}; {'id': '48', 'type': 'attribute', 'children': ['49', '50']}, {'id': '49', 'type': 'identifier', 'children': [], 'value': 'sea_name'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'replace'}, {'id': '51', 'type': 'argument_list', 'children': ['52', '53']}; {'id': '52', 'type': 'string', 'children': [], 'value': "', '"}, {'id': '53', 'type': 'string', 'children': [], 'value': "','"}; {'id': '54', 'type': 'expression_statement', 'children': ['55']}, {'id': '55', 'type': 'assignment', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'sea_name'}, {'id': '57', 'type': 'conditional_expression', 'children': ['58', '64', '65'], 'value': 'if'}; {'id': '58', 'type': 'call', 'children': ['59', '62']}, {'id': '59', 'type': 'attribute', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'sea_name'}, {'id': '61', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '62', 'type': 'argument_list', 'children': ['63']}, {'id': '63', 'type': 'string', 'children': [], 'value': "','"}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'sea_name'}, {'id': '65', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '66', 'type': 'for_statement', 'children': ['67', '68', '69']}, {'id': '67', 'type': 'identifier', 'children': [], 'value': 'sea'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'sea_name'}, {'id': '69', 'type': 'block', 'children': ['70']}; {'id': '70', 'type': 'expression_statement', 'children': ['71']}, {'id': '71', 'type': 'call', 'children': ['72', '75']}; {'id': '72', 'type': 'attribute', 'children': ['73', '74']}, {'id': '73', 'type': 'identifier', 'children': [], 'value': 'recommended_ctx'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'assert_true'}, {'id': '75', 'type': 'argument_list', 'children': ['76', '83']}; {'id': '76', 'type': 'comparison_operator', 'children': ['77', '82'], 'value': 'in'}, {'id': '77', 'type': 'call', 'children': ['78', '81']}; {'id': '78', 'type': 'attribute', 'children': ['79', '80']}, {'id': '79', 'type': 'identifier', 'children': [], 'value': 'sea'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'lower'}, {'id': '81', 'type': 'argument_list', 'children': []}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'sea_names'}, {'id': '83', 'type': 'call', 'children': ['84', '87']}; {'id': '84', 'type': 'attribute', 'children': ['85', '86']}, {'id': '85', 'type': 'string', 'children': [], 'value': "'sea_name attribute should exist and should be from the NODC sea names list: {} is not a valid sea name'"}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'format'}, {'id': '87', 'type': 'argument_list', 'children': ['88']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'sea'}, {'id': '89', 'type': 'for_statement', 'children': ['90', '91', '96']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'attr'}, {'id': '91', 'type': 'list', 'children': ['92', '93', '94', '95'], 'value': "['time_coverage_start', 'time_coverage_end', 'date_created', 'date_modified']"}; {'id': '92', 'type': 'string', 'children': [], 'value': "'time_coverage_start'"}, {'id': '93', 'type': 'string', 'children': [], 'value': "'time_coverage_end'"}; {'id': '94', 'type': 'string', 'children': [], 'value': "'date_created'"}, {'id': '95', 'type': 'string', 'children': [], 'value': "'date_modified'"}; {'id': '96', 'type': 'block', 'children': ['97', '106']}, {'id': '97', 'type': 'expression_statement', 'children': ['98']}; {'id': '98', 'type': 'assignment', 'children': ['99', '100']}, {'id': '99', 'type': 'identifier', 'children': [], 'value': 'attr_value'}; {'id': '100', 'type': 'call', 'children': ['101', '102']}, {'id': '101', 'type': 'identifier', 'children': [], 'value': 'getattr'}; {'id': '102', 'type': 'argument_list', 'children': ['103', '104', '105']}, {'id': '103', 'type': 'identifier', 'children': [], 'value': 'dataset'}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'attr'}, {'id': '105', 'type': 'string', 'children': [], 'value': "''"}; {'id': '106', 'type': 'try_statement', 'children': ['107', '121']}, {'id': '107', 'type': 'block', 'children': ['108', '113']}; {'id': '108', 'type': 'expression_statement', 'children': ['109']}, {'id': '109', 'type': 'call', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'parse_datetime'}, {'id': '111', 'type': 'argument_list', 'children': ['112']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'attr_value'}, {'id': '113', 'type': 'expression_statement', 'children': ['114']}; {'id': '114', 'type': 'call', 'children': ['115', '118']}, {'id': '115', 'type': 'attribute', 'children': ['116', '117']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'recommended_ctx'}, {'id': '117', 'type': 'identifier', 'children': [], 'value': 'assert_true'}; {'id': '118', 'type': 'argument_list', 'children': ['119', '120']}, {'id': '119', 'type': 'True', 'children': []}; {'id': '120', 'type': 'string', 'children': [], 'value': "''"}, {'id': '121', 'type': 'except_clause', 'children': ['122', '123']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'ISO8601Error'}, {'id': '123', 'type': 'block', 'children': ['124']}; {'id': '124', 'type': 'expression_statement', 'children': ['125']}, {'id': '125', 'type': 'call', 'children': ['126', '129']}; {'id': '126', 'type': 'attribute', 'children': ['127', '128']}, {'id': '127', 'type': 'identifier', 'children': [], 'value': 'recommended_ctx'}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'assert_true'}, {'id': '129', 'type': 'argument_list', 'children': ['130', '131']}; {'id': '130', 'type': 'False', 'children': []}, {'id': '131', 'type': 'call', 'children': ['132', '135']}; {'id': '132', 'type': 'attribute', 'children': ['133', '134']}, {'id': '133', 'type': 'string', 'children': [], 'value': "'{} should exist and be ISO-8601 format (example: PT1M30S), currently: {}'"}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'format'}, {'id': '135', 'type': 'argument_list', 'children': ['136', '137']}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'attr'}, {'id': '137', 'type': 'identifier', 'children': [], 'value': 'attr_value'}; {'id': '138', 'type': 'expression_statement', 'children': ['139']}, {'id': '139', 'type': 'assignment', 'children': ['140', '141']}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'value'}, {'id': '141', 'type': 'call', 'children': ['142', '143']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'getattr'}, {'id': '143', 'type': 'argument_list', 'children': ['144', '145', '146']}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'dataset'}, {'id': '145', 'type': 'string', 'children': [], 'value': "'geospatial_vertical_positive'"}; {'id': '146', 'type': 'string', 'children': [], 'value': "''"}, {'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': 'recommended_ctx'}, {'id': '151', 'type': 'identifier', 'children': [], 'value': 'assert_true'}; {'id': '152', 'type': 'argument_list', 'children': ['153', '162']}, {'id': '153', 'type': 'comparison_operator', 'children': ['154', '159'], 'value': 'in'}; {'id': '154', 'type': 'call', 'children': ['155', '158']}, {'id': '155', 'type': 'attribute', 'children': ['156', '157']}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'value'}, {'id': '157', 'type': 'identifier', 'children': [], 'value': 'lower'}; {'id': '158', 'type': 'argument_list', 'children': []}, {'id': '159', 'type': 'list', 'children': ['160', '161'], 'value': "['up', 'down']"}; {'id': '160', 'type': 'string', 'children': [], 'value': "'up'"}, {'id': '161', 'type': 'string', 'children': [], 'value': "'down'"}; {'id': '162', 'type': 'call', 'children': ['163', '166']}, {'id': '163', 'type': 'attribute', 'children': ['164', '165']}; {'id': '164', 'type': 'string', 'children': [], 'value': "'geospatial_vertical_positive attribute should be up or down: {}'"}, {'id': '165', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '166', 'type': 'argument_list', 'children': ['167']}, {'id': '167', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '168', 'type': 'expression_statement', 'children': ['169']}, {'id': '169', 'type': 'assignment', 'children': ['170', '171']}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'ack_exists'}, {'id': '171', 'type': 'call', 'children': ['172', '173']}; {'id': '172', 'type': 'identifier', 'children': [], 'value': 'any'}, {'id': '173', 'type': 'argument_list', 'children': ['174']}; {'id': '174', 'type': 'generator_expression', 'children': ['175', '183']}, {'id': '175', 'type': 'comparison_operator', 'children': ['176', '182'], 'value': '!='}; {'id': '176', 'type': 'call', 'children': ['177', '178']}, {'id': '177', 'type': 'identifier', 'children': [], 'value': 'getattr'}; {'id': '178', 'type': 'argument_list', 'children': ['179', '180', '181']}, {'id': '179', 'type': 'identifier', 'children': [], 'value': 'dataset'}; {'id': '180', 'type': 'identifier', 'children': [], 'value': 'attr'}, {'id': '181', 'type': 'string', 'children': [], 'value': "''"}; {'id': '182', 'type': 'string', 'children': [], 'value': "''"}, {'id': '183', 'type': 'for_in_clause', 'children': ['184', '185']}; {'id': '184', 'type': 'identifier', 'children': [], 'value': 'attr'}, {'id': '185', 'type': 'list', 'children': ['186', '187'], 'value': "['acknowledgment', 'acknowledgement']"}; {'id': '186', 'type': 'string', 'children': [], 'value': "'acknowledgment'"}, {'id': '187', 'type': 'string', 'children': [], 'value': "'acknowledgement'"}; {'id': '188', 'type': 'expression_statement', 'children': ['189']}, {'id': '189', 'type': 'call', 'children': ['190', '193']}; {'id': '190', 'type': 'attribute', 'children': ['191', '192']}, {'id': '191', 'type': 'identifier', 'children': [], 'value': 'recommended_ctx'}; {'id': '192', 'type': 'identifier', 'children': [], 'value': 'assert_true'}, {'id': '193', 'type': 'argument_list', 'children': ['194', '195']}; {'id': '194', 'type': 'identifier', 'children': [], 'value': 'ack_exists'}, {'id': '195', 'type': 'string', 'children': [], 'value': "'acknowledgement attribute should exist and not be empty'"}; {'id': '196', 'type': 'expression_statement', 'children': ['197']}, {'id': '197', 'type': 'assignment', 'children': ['198', '199']}; {'id': '198', 'type': 'identifier', 'children': [], 'value': 'standard_name_vocab'}, {'id': '199', 'type': 'call', 'children': ['200', '201']}; {'id': '200', 'type': 'identifier', 'children': [], 'value': 'getattr'}, {'id': '201', 'type': 'argument_list', 'children': ['202', '203', '204']}; {'id': '202', 'type': 'identifier', 'children': [], 'value': 'dataset'}, {'id': '203', 'type': 'string', 'children': [], 'value': "'standard_name_vocabulary'"}; {'id': '204', 'type': 'string', 'children': [], 'value': "''"}, {'id': '205', 'type': 'expression_statement', 'children': ['206']}; {'id': '206', 'type': 'assignment', 'children': ['207', '208']}, {'id': '207', 'type': 'identifier', 'children': [], 'value': 'regex'}; {'id': '208', 'type': 'call', 'children': ['209', '212']}, {'id': '209', 'type': 'attribute', 'children': ['210', '211']}; {'id': '210', 'type': 'identifier', 'children': [], 'value': 're'}, {'id': '211', 'type': 'identifier', 'children': [], 'value': 'compile'}; {'id': '212', 'type': 'argument_list', 'children': ['213']}, {'id': '213', 'type': 'string', 'children': [], 'value': "r'[sS]tandard [nN]ame [tT]able'"}; {'id': '214', 'type': 'expression_statement', 'children': ['215']}, {'id': '215', 'type': 'call', 'children': ['216', '219']}; {'id': '216', 'type': 'attribute', 'children': ['217', '218']}, {'id': '217', 'type': 'identifier', 'children': [], 'value': 'recommended_ctx'}; {'id': '218', 'type': 'identifier', 'children': [], 'value': 'assert_true'}, {'id': '219', 'type': 'argument_list', 'children': ['220', '226']}; {'id': '220', 'type': 'call', 'children': ['221', '224']}, {'id': '221', 'type': 'attribute', 'children': ['222', '223']}; {'id': '222', 'type': 'identifier', 'children': [], 'value': 'regex'}, {'id': '223', 'type': 'identifier', 'children': [], 'value': 'search'}; {'id': '224', 'type': 'argument_list', 'children': ['225']}, {'id': '225', 'type': 'identifier', 'children': [], 'value': 'standard_name_vocab'}; {'id': '226', 'type': 'call', 'children': ['227', '230']}, {'id': '227', 'type': 'attribute', 'children': ['228', '229']}; {'id': '228', 'type': 'string', 'children': [], 'value': '"standard_name_vocabulary doesn\'t contain \'Standard Name Table\': {}"'}, {'id': '229', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '230', 'type': 'argument_list', 'children': ['231']}, {'id': '231', 'type': 'identifier', 'children': [], 'value': 'standard_name_vocab'}; {'id': '232', 'type': 'if_statement', 'children': ['233', '238']}, {'id': '233', 'type': 'call', 'children': ['234', '235']}; {'id': '234', 'type': 'identifier', 'children': [], 'value': 'hasattr'}, {'id': '235', 'type': 'argument_list', 'children': ['236', '237']}; {'id': '236', 'type': 'identifier', 'children': [], 'value': 'dataset'}, {'id': '237', 'type': 'string', 'children': [], 'value': "'comment'"}; {'id': '238', 'type': 'block', 'children': ['239']}, {'id': '239', 'type': 'expression_statement', 'children': ['240']}; {'id': '240', 'type': 'call', 'children': ['241', '244']}, {'id': '241', 'type': 'attribute', 'children': ['242', '243']}; {'id': '242', 'type': 'identifier', 'children': [], 'value': 'recommended_ctx'}, {'id': '243', 'type': 'identifier', 'children': [], 'value': 'assert_true'}; {'id': '244', 'type': 'argument_list', 'children': ['245', '253']}, {'id': '245', 'type': 'comparison_operator', 'children': ['246', '252'], 'value': '!='}; {'id': '246', 'type': 'call', 'children': ['247', '248']}, {'id': '247', 'type': 'identifier', 'children': [], 'value': 'getattr'}; {'id': '248', 'type': 'argument_list', 'children': ['249', '250', '251']}, {'id': '249', 'type': 'identifier', 'children': [], 'value': 'dataset'}; {'id': '250', 'type': 'string', 'children': [], 'value': "'comment'"}, {'id': '251', 'type': 'string', 'children': [], 'value': "''"}; {'id': '252', 'type': 'string', 'children': [], 'value': "''"}, {'id': '253', 'type': 'string', 'children': [], 'value': "'comment attribute should not be empty if specified'"}; {'id': '254', 'type': 'return_statement', 'children': ['255']}, {'id': '255', 'type': 'call', 'children': ['256', '259']}; {'id': '256', 'type': 'attribute', 'children': ['257', '258']}, {'id': '257', 'type': 'identifier', 'children': [], 'value': 'recommended_ctx'}; {'id': '258', 'type': 'identifier', 'children': [], 'value': 'to_result'}, {'id': '259', 'type': 'argument_list', 'children': []}
def check_recommended_global_attributes(self, dataset): ''' Check the global recommended attributes for 2.0 templates. These go an extra step besides just checking that they exist. :param netCDF4.Dataset dataset: An open netCDF dataset :id = "" ; //.................................................. RECOMMENDED - Should be a human readable unique identifier for data set. (ACDD) :naming_authority = "" ; //.................................... RECOMMENDED - Backward URL of institution (for example, gov.noaa.ncei). (ACDD) :history = "" ; //............................................. RECOMMENDED - Provides an audit trail for modifications to the original data. (ACDD) :source = "" ; //.............................................. RECOMMENDED - The method of production of the original data. (CF) :processing_level = "" ; //.................................... RECOMMENDED - Provide a description of the processing or quality control level of the data. (ACDD) :comment = "" ; //............................................. RECOMMENDED - Provide useful additional information here. (CF) :acknowledgment = "" ; //...................................... RECOMMENDED - A place to acknowledge various types of support for the project that produced this data. (ACDD) :license = "" ; //............................................. RECOMMENDED - Describe the restrictions to data access and distribution. (ACDD) :standard_name_vocabulary = "CF Standard Name Table vNN" ; //.. RECOMMENDED - If using CF standard name attribute for variables. Replace NN with the CF standard name table number (CF) :date_created = "" ; //........................................ RECOMMENDED - Creation date of this version of the data(netCDF). Use ISO 8601:2004 for date and time. (ACDD) :creator_name = "" ; //........................................ RECOMMENDED - The name of the person (or other creator type specified by the creator_type attribute) principally responsible for creating this data. (ACDD) :creator_email = "" ; //....................................... RECOMMENDED - The email address of the person (or other creator type specified by the creator_type attribute) principally responsible for creating this data. (ACDD) :creator_url = "" ; //......................................... RECOMMENDED - The URL of the person (or other creator type specified by the creator_type attribute) principally responsible for creating this data. (ACDD) :institution = "" ; //......................................... RECOMMENDED -The name of the institution principally responsible for originating this data.. An institution attribute can be used for each variable if variables come from more than one institution. (CF/ACDD) :project = "" ; //............................................. RECOMMENDED - The name of the project(s) principally responsible for originating this data. Multiple projects can be separated by commas. (ACDD) :publisher_name = "" ; //...................................... RECOMMENDED - The name of the person (or other entity specified by the publisher_type attribute) responsible for publishing the data file or product to users, with its current metadata and format. (ACDD) :publisher_email = "" ; //..................................... RECOMMENDED - The email address of the person (or other entity specified by the publisher_type attribute) responsible for publishing the data file or product to users, with its current metadata and format. (ACDD) :publisher_url = "" ; //....................................... RECOMMENDED - The URL of the person (or other entity specified by the publisher_type attribute) responsible for publishing the data file or product to users, with its current metadata and format. (ACDD) :geospatial_bounds = "" ; //................................... RECOMMENDED - Describes the data's 2D or 3D geospatial extent in OGC's Well-Known Text (WKT) Geometry format. (ACDD) :geospatial_bounds_crs = "" ; //............................... RECOMMENDED - The coordinate reference system (CRS) of the point coordinates in the geospatial_bounds attribute. (ACDD) :geospatial_bounds_vertical_crs = "" ; //...................... RECOMMENDED - The vertical coordinate reference system (CRS) for the Z axis of the point coordinates in the geospatial_bounds attribute. (ACDD) :geospatial_lat_min = 0.0d ; //................................ RECOMMENDED - Describes a simple lower latitude limit. (ACDD) :geospatial_lat_max = 0.0d ; //................................ RECOMMENDED - Describes a simple upper latitude limit. (ACDD) :geospatial_lon_min = 0.0d ; //................................ RECOMMENDED - Describes a simple lower longitude limit. (ACDD) :geospatial_lon_max = 0.0d ; //................................ RECOMMENDED - Describes a simple upper longitude limit. (ACDD) :geospatial_vertical_min = 0.0d ; //........................... RECOMMENDED - Describes the numerically smaller vertical limit. (ACDD) :geospatial_vertical_max = 0.0d ; //........................... RECOMMENDED - Describes the numerically larger vertical limit. (ACDD) :geospatial_vertical_positive = "" ; //........................ RECOMMENDED - Use "up" or "down". (ACDD) :time_coverage_start = "" ; //................................. RECOMMENDED - Describes the time of the first data point in the data set. Use ISO 8601:2004 for date and time. (ACDD) :time_coverage_end = "" ; //................................... RECOMMENDED - Describes the time of the last data point in the data set. Use ISO 8601:2004 for date and time.(ACDD) :time_coverage_duration = "" ; //.............................. RECOMMENDED - Describes the duration of the data set. Use ISO 8601:2004 for date and time. (ACDD) :time_coverage_resolution = "" ; //............................ RECOMMENDED - Describes the targeted time period between each value in the data set. Use ISO 8601:2004 for date and time. (ACDD) :uuid = "" ; //................................................ RECOMMENDED - Machine readable unique identifier for each file. A new uuid is created whenever the file is changed. (NCEI) :sea_name = "" ; //............................................ RECOMMENDED - The names of the sea in which the data were collected. Use NCEI sea names table. (NCEI) ''' recommended_ctx = TestCtx(BaseCheck.MEDIUM, 'Recommended global attributes') sea_names = [sn.lower() for sn in util.get_sea_names()] sea_name = getattr(dataset, 'sea_name', '') sea_name = sea_name.replace(', ', ',') sea_name = sea_name.split(',') if sea_name else [] for sea in sea_name: recommended_ctx.assert_true( sea.lower() in sea_names, 'sea_name attribute should exist and should be from the NODC sea names list: {} is not a valid sea name'.format(sea) ) for attr in ['time_coverage_start', 'time_coverage_end', 'date_created', 'date_modified']: attr_value = getattr(dataset, attr, '') try: parse_datetime(attr_value) recommended_ctx.assert_true(True, '') except ISO8601Error: recommended_ctx.assert_true(False, '{} should exist and be ISO-8601 format (example: PT1M30S), currently: {}'.format(attr, attr_value)) value = getattr(dataset, 'geospatial_vertical_positive', '') recommended_ctx.assert_true(value.lower() in ['up', 'down'], 'geospatial_vertical_positive attribute should be up or down: {}'.format(value)) ack_exists = any((getattr(dataset, attr, '') != '' for attr in ['acknowledgment', 'acknowledgement'])) recommended_ctx.assert_true(ack_exists, 'acknowledgement attribute should exist and not be empty') standard_name_vocab = getattr(dataset, 'standard_name_vocabulary', '') regex = re.compile(r'[sS]tandard [nN]ame [tT]able') recommended_ctx.assert_true(regex.search(standard_name_vocab), "standard_name_vocabulary doesn't contain 'Standard Name Table': {}".format(standard_name_vocab)) if hasattr(dataset, 'comment'): recommended_ctx.assert_true(getattr(dataset, 'comment', '') != '', 'comment attribute should not be empty if specified') return recommended_ctx.to_result()