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r
import utool as ut
diag_idxs = ut.iprod(*[range(size) for _ in range(num)])
upper_diag_idxs = [
tup[::-1] for tup in diag_idxs
if all([a > b for a, b in ut.itertwo(tup)])
]
return upper_diag_idxs |
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'children': ['45']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'covered_items_list'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'max_covers'},{'id': '47', 'type': 'block', 'children': ['48']},{'id': '48', 'type': 'break_statement', 'children': []},{'id': '49', 'type': 'expression_statement', 'children': ['50']},{'id': '50', 'type': 'assignment', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'maxkey'},{'id': '52', 'type': 'None', 'children': []},{'id': '53', 'type': 'expression_statement', 'children': ['54']},{'id': '54', 'type': 'assignment', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'maxlen'},{'id': '56', 'type': 'unary_operator', 'children': ['57'], 'value': '-'},{'id': '57', 'type': 'integer', 'children': [], 'value': '1'},{'id': '58', 'type': 'for_statement', 'children': ['59', '62', '68']},{'id': '59', 'type': 'pattern_list', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'candidate_items'},{'id': '62', 'type': 'call', 'children': ['63', '66']},{'id': '63', 'type': 'attribute', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'six'},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'iteritems'},{'id': '66', 'type': 'argument_list', 'children': ['67']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'candidate_sets_dict'},{'id': '68', 'type': 'block', 'children': ['69', '79', '86']},{'id': '69', 'type': 'if_statement', 'children': ['70', '77']},{'id': '70', 'type': 'boolean_operator', 'children': ['71', '74'], 'value': 'or'},{'id': '71', 'type': 'comparison_operator', 'children': ['72', '73'], 'value': 'in'},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'rejected_keys'},{'id': '74', 'type': 'comparison_operator', 'children': ['75', '76'], 'value': 'in'},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'accepted_keys'},{'id': '77', 'type': 'block', 'children': ['78']},{'id': '78', 'type': 'continue_statement', 'children': []},{'id': '79', 'type': 'expression_statement', 'children': ['80']},{'id': '80', 'type': 'assignment', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'lenval'},{'id': '82', 'type': 'call', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '84', 'type': 'argument_list', 'children': ['85']},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'candidate_items'},{'id': '86', 'type': 'if_statement', 'children': ['87', '93', '107']},{'id': '87', 'type': 'call', 'children': ['88', '91']},{'id': '88', 'type': 'attribute', 'children': ['89', '90']},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'uncovered_set'},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'issuperset'},{'id': '91', 'type': 'argument_list', 'children': ['92']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'candidate_items'},{'id': '93', 'type': 'block', 'children': ['94']},{'id': '94', 'type': 'if_statement', 'children': ['95', '98']},{'id': '95', 'type': 'comparison_operator', 'children': ['96', '97'], 'value': '>'},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'lenval'},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'maxlen'},{'id': '98', 'type': 'block', 'children': ['99', '103']},{'id': '99', 'type': 'expression_statement', 'children': ['100']},{'id': '100', 'type': 'assignment', 'children': ['101', '102']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'maxkey'},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '103', 'type': 'expression_statement', 'children': ['104']},{'id': '104', 'type': 'assignment', 'children': ['105', '106']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'maxlen'},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'lenval'},{'id': '107', 'type': 'else_clause', 'children': ['108']},{'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': 'rejected_keys'},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'add'},{'id': '114', 'type': 'argument_list', 'children': ['115']},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '116', 'type': 'if_statement', 'children': ['117', '120']},{'id': '117', 'type': 'comparison_operator', 'children': ['118', '119'], 'value': 'is'},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'maxkey'},{'id': '119', 'type': 'None', 'children': []},{'id': '120', 'type': 'block', 'children': ['121']},{'id': '121', 'type': 'break_statement', 'children': []},{'id': '122', 'type': 'expression_statement', 'children': ['123']},{'id': '123', 'type': 'assignment', 'children': ['124', '125']},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'maxval'},{'id': '125', 'type': 'subscript', 'children': ['126', '127']},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'candidate_sets_dict'},{'id': '127', 'type': 'identifier', 'children': [], 'value': 'maxkey'},{'id': '128', 'type': 'expression_statement', 'children': ['129']},{'id': '129', 'type': 'call', 'children': ['130', '133']},{'id': '130', 'type': 'attribute', 'children': ['131', '132']},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'accepted_keys'},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'add'},{'id': '133', 'type': 'argument_list', 'children': ['134']},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'maxkey'},{'id': '135', 'type': 'expression_statement', 'children': ['136']},{'id': '136', 'type': 'call', 'children': ['137', '140']},{'id': '137', 'type': 'attribute', 'children': ['138', '139']},{'id': '138', 'type': 'identifier', 'children': [], 'value': 'covered_items_list'},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '140', 'type': 'argument_list', 'children': ['141']},{'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': '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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'values'},{'id': '46', 'type': 'argument_list', 'children': []},{'id': '47', 'type': 'if_statement', 'children': ['48', '51', '56']},{'id': '48', 'type': 'comparison_operator', 'children': ['49', '50'], 'value': 'is'},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'set_weights'},{'id': '50', 'type': 'None', 'children': []},{'id': '51', 'type': 'block', 'children': ['52']},{'id': '52', 'type': 'expression_statement', 'children': ['53']},{'id': '53', 'type': 'assignment', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'get_weight'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '56', 'type': 'else_clause', 'children': ['57']},{'id': '57', 'type': 'block', 'children': ['58']},{'id': '58', 'type': 'function_definition', 'children': ['59', '60', '62']},{'id': '59', 'type': 'function_name', 'children': [], 'value': 'get_weight'},{'id': '60', 'type': 'parameters', 'children': ['61']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'solution_cover'},{'id': '62', 'type': 'block', 'children': ['63']},{'id': '63', 'type': 'expression_statement', 'children': ['64']},{'id': '64', 'type': 'call', 'children': ['65', '66']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'sum'},{'id': '66', 'type': 'argument_list', 'children': ['67']},{'id': '67', 'type': 'list_comprehension', 'children': ['68', '71']},{'id': '68', 'type': 'subscript', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'set_weights'},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '71', 'type': 'for_in_clause', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '73', 'type': 'call', 'children': ['74', '77']},{'id': '74', 'type': 'attribute', 'children': ['75', '76']},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'solution_cover'},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '77', 'type': 'argument_list', 'children': []},{'id': '78', 'type': 'if_statement', 'children': ['79', '82', '87']},{'id': '79', 'type': 'comparison_operator', 'children': ['80', '81'], 'value': 'is'},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'item_values'},{'id': '81', 'type': 'None', 'children': []},{'id': '82', 'type': 'block', 'children': ['83']},{'id': '83', 'type': 'expression_statement', 'children': ['84']},{'id': '84', 'type': 'assignment', 'children': ['85', '86']},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'get_value'},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '87', 'type': 'else_clause', 'children': ['88']},{'id': '88', 'type': 'block', 'children': ['89']},{'id': '89', 'type': 'function_definition', 'children': ['90', '91', '93']},{'id': '90', 'type': 'function_name', 'children': [], 'value': 'get_value'},{'id': '91', 'type': 'parameters', 'children': ['92']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'vals'},{'id': '93', 'type': 'block', 'children': ['94']},{'id': '94', 'type': 'expression_statement', 'children': ['95']},{'id': '95', 'type': 'call', 'children': ['96', '97']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'sum'},{'id': '97', 'type': 'argument_list', 'children': ['98']},{'id': '98', 'type': 'list_comprehension', 'children': ['99', '102']},{'id': '99', 'type': 'subscript', 'children': ['100', '101']},{'id': '100', 'type': 'identifier', 'children': [], 'value': 'item_values'},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '102', 'type': 'for_in_clause', 'children': ['103', '104']},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'vals'},{'id': '105', 'type': 'if_statement', 'children': ['106', '109']},{'id': '106', 'type': 'comparison_operator', 'children': ['107', '108'], 'value': 'is'},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'max_weight'},{'id': '108', 'type': 'None', 'children': []},{'id': '109', 'type': 'block', 'children': ['110']},{'id': '110', 'type': 'expression_statement', 'children': ['111']},{'id': '111', 'type': 'assignment', 'children': ['112', '113']},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'max_weight'},{'id': '113', 'type': 'call', 'children': ['114', '115']},{'id': '114', 'type': 'identifier', 'children': [], 'value': 'get_weight'},{'id': '115', 'type': 'argument_list', 'children': ['116']},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'candidate_sets_dict'},{'id': '117', 'type': 'expression_statement', 'children': ['118']},{'id': '118', 'type': 'assignment', 'children': ['119', '120']},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'avail_covers'},{'id': '120', 'type': 'dictionary_comprehension', 'children': ['121', '127']},{'id': '121', 'type': 'pair', 'children': ['122', '123']},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '123', 'type': 'call', 'children': ['124', '125']},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'set'},{'id': '125', 'type': 'argument_list', 'children': ['126']},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'val'},{'id': '127', 'type': 'for_in_clause', 'children': ['128', '131']},{'id': '128', 'type': 'pattern_list', 'children': ['129', '130']},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'val'},{'id': '131', 'type': 'call', 'children': ['132', '135']},{'id': '132', 'type': 'attribute', 'children': ['133', '134']},{'id': '133', 'type': 'identifier', 'children': [], 'value': 'candidate_sets_dict'},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '135', 'type': 'argument_list', 'children': []},{'id': '136', 'type': 'while_statement', 'children': ['137', '150']},{'id': '137', 'type': 'boolean_operator', 'children': ['138', '144'], 'value': 'and'},{'id': '138', 'type': 'comparison_operator', 'children': ['139', '143'], 'value': '<'},{'id': '139', 'type': 'call', 'children': ['140', '141']},{'id': '140', 'type': 'identifier', 'children': [], 'value': 'get_weight'},{'id': '141', 'type': 'argument_list', 'children': ['142']},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'solution_cover'},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'max_weight'},{'id': '144', 'type': 'comparison_operator', 'children': ['145', '149'], 'value': '>'},{'id': '145', 'type': 'call', 'children': ['146', '147']},{'id': '146', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '147', 'type': 'argument_list', 'children': ['148']},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'avail_covers'},{'id': '149', 'type': 'integer', 'children': [], 'value': '0'},{'id': '150', 'type': 'block', 'children': ['151', '157', '172', '181', '189', '202', '208', '216', '220']},{'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': 'avail_covers'},{'id': '155', 'type': 'identifier', 'children': [], 'value': 'values'},{'id': '156', 'type': 'argument_list', 'children': []},{'id': '157', 'type': 'expression_statement', 'children': ['158']},{'id': '158', 'type': 'assignment', 'children': ['159', '160']},{'id': '159', 'type': 'identifier', 'children': [], 'value': 'uncovered_values'},{'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']},{'id': '236', 'type': 'identifier', 'children': [], 'value': 'solution_cover'} | 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 |
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'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': 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'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 |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'knapsack_ilp'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'maxweight'},{'id': '6', 'type': 'default_parameter', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'verbose'},{'id': '8', 'type': 'False', 'children': []},{'id': '9', 'type': 'block', 'children': ['10', '13', '23', '33', '43', '55', '82', '104', '129', '140', '152', '171', '187', '234']},{'id': '10', 'type': 'import_statement', 'children': ['11']},{'id': '11', 'type': 'dotted_name', 'children': ['12']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'pulp'},{'id': '13', 'type': 'expression_statement', 'children': ['14']},{'id': '14', 'type': 'assignment', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'values'},{'id': '16', 'type': 'list_comprehension', 'children': ['17', '20']},{'id': '17', 'type': 'subscript', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '19', 'type': 'integer', 'children': [], 'value': '0'},{'id': '20', 'type': 'for_in_clause', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '23', 'type': 'expression_statement', 'children': ['24']},{'id': '24', 'type': 'assignment', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'weights'},{'id': '26', 'type': 'list_comprehension', 'children': ['27', '30']},{'id': '27', 'type': 'subscript', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '29', 'type': 'integer', 'children': [], 'value': '1'},{'id': '30', 'type': 'for_in_clause', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '33', 'type': 'expression_statement', 'children': ['34']},{'id': '34', 'type': 'assignment', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'indices'},{'id': '36', 'type': 'list_comprehension', 'children': ['37', '40']},{'id': '37', 'type': 'subscript', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '39', 'type': 'integer', 'children': [], 'value': '2'},{'id': '40', 'type': 'for_in_clause', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '43', 'type': 'expression_statement', 'children': ['44']},{'id': '44', 'type': 'assignment', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'prob'},{'id': '46', 'type': 'call', 'children': ['47', '50']},{'id': '47', 'type': 'attribute', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'pulp'},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'LpProblem'},{'id': '50', 'type': 'argument_list', 'children': ['51', '52']},{'id': '51', 'type': 'string', 'children': [], 'value': '"Knapsack"'},{'id': '52', 'type': 'attribute', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'pulp'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'LpMaximize'},{'id': '55', 'type': 'expression_statement', 'children': ['56']},{'id': '56', 'type': 'assignment', 'children': ['57', '58']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '58', 'type': 'call', 'children': ['59', '64']},{'id': '59', 'type': 'attribute', 'children': ['60', '63']},{'id': '60', 'type': 'attribute', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'pulp'},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'LpVariable'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'dicts'},{'id': '64', 'type': 'argument_list', 'children': ['65', '68', '71', '74', '77']},{'id': '65', 'type': 'keyword_argument', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '67', 'type': 'string', 'children': [], 'value': "'x'"},{'id': '68', 'type': 'keyword_argument', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'indexs'},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'indices'},{'id': '71', 'type': 'keyword_argument', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'lowBound'},{'id': '73', 'type': 'integer', 'children': [], 'value': '0'},{'id': '74', 'type': 'keyword_argument', 'children': ['75', '76']},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'upBound'},{'id': '76', 'type': 'integer', 'children': [], 'value': '1'},{'id': '77', 'type': 'keyword_argument', 'children': ['78', '79']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'cat'},{'id': '79', 'type': 'attribute', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'pulp'},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'LpInteger'},{'id': '82', 'type': 'expression_statement', 'children': ['83']},{'id': '83', 'type': 'assignment', 'children': ['84', '87']},{'id': '84', 'type': 'attribute', 'children': ['85', '86']},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'prob'},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'objective'},{'id': '87', 'type': 'call', 'children': ['88', '89']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'sum'},{'id': '89', 'type': 'generator_expression', 'children': ['90', '95']},{'id': '90', 'type': 'binary_operator', 'children': ['91', '92'], 'value': '*'},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '92', 'type': 'subscript', 'children': ['93', '94']},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '95', 'type': 'for_in_clause', 'children': ['96', '99']},{'id': '96', 'type': 'pattern_list', 'children': ['97', '98']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '99', 'type': 'call', 'children': ['100', '101']},{'id': '100', 'type': 'identifier', 'children': [], 'value': 'zip'},{'id': '101', 'type': 'argument_list', 'children': ['102', '103']},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'values'},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'indices'},{'id': '104', 'type': 'expression_statement', 'children': ['105']},{'id': '105', 'type': 'call', 'children': ['106', '109']},{'id': '106', 'type': 'attribute', 'children': ['107', '108']},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'prob'},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'add'},{'id': '109', 'type': 'argument_list', 'children': ['110']},{'id': '110', 'type': 'comparison_operator', 'children': ['111', '128'], 'value': '<='},{'id': '111', 'type': 'call', 'children': ['112', '113']},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'sum'},{'id': '113', 'type': 'generator_expression', 'children': ['114', '119']},{'id': '114', 'type': 'binary_operator', 'children': ['115', '116'], 'value': '*'},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'w'},{'id': '116', 'type': 'subscript', 'children': ['117', '118']},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '119', 'type': 'for_in_clause', 'children': ['120', '123']},{'id': '120', 'type': 'pattern_list', 'children': ['121', '122']},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'w'},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '123', 'type': 'call', 'children': ['124', '125']},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'zip'},{'id': '125', 'type': 'argument_list', 'children': ['126', '127']},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'weights'},{'id': '127', 'type': 'identifier', 'children': [], 'value': 'indices'},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'maxweight'},{'id': '129', 'type': 'expression_statement', 'children': ['130']},{'id': '130', 'type': 'call', 'children': ['131', '138']},{'id': '131', 'type': 'attribute', 'children': ['132', '137']},{'id': '132', 'type': 'call', 'children': ['133', '136']},{'id': '133', 'type': 'attribute', 'children': ['134', '135']},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'pulp'},{'id': '135', 'type': 'identifier', 'children': [], 'value': 'PULP_CBC_CMD'},{'id': '136', 'type': 'argument_list', 'children': []},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'solve'},{'id': '138', 'type': 'argument_list', 'children': ['139']},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'prob'},{'id': '140', 'type': 'expression_statement', 'children': ['141']},{'id': '141', 'type': 'assignment', 'children': ['142', '143']},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'flags'},{'id': '143', 'type': 'list_comprehension', 'children': ['144', '149']},{'id': '144', 'type': 'attribute', 'children': ['145', '148']},{'id': '145', 'type': 'subscript', 'children': ['146', '147']},{'id': '146', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'varValue'},{'id': '149', 'type': 'for_in_clause', 'children': ['150', '151']},{'id': '150', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '151', 'type': 'identifier', 'children': [], 'value': 'indices'},{'id': '152', 'type': 'expression_statement', 'children': ['153']},{'id': '153', 'type': 'assignment', 'children': ['154', '155']},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'total_value'},{'id': '155', 'type': 'call', 'children': ['156', '157']},{'id': '156', 'type': 'identifier', 'children': [], 'value': 'sum'},{'id': '157', 'type': 'argument_list', 'children': ['158']},{'id': '158', 'type': 'list_comprehension', 'children': ['159', '160', '169']},{'id': '159', 'type': 'identifier', 'children': [], 'value': 'val'},{'id': '160', 'type': 'for_in_clause', 'children': ['161', '164']},{'id': '161', 'type': 'pattern_list', 'children': ['162', '163']},{'id': '162', 'type': 'identifier', 'children': [], 'value': 'val'},{'id': '163', 'type': 'identifier', 'children': [], 'value': 'flag'},{'id': '164', 'type': 'call', 'children': ['165', '166']},{'id': '165', 'type': 'identifier', 'children': [], 'value': 'zip'},{'id': '166', 'type': 'argument_list', 'children': ['167', '168']},{'id': '167', 'type': 'identifier', 'children': [], 'value': 'values'},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'flags'},{'id': '169', 'type': 'if_clause', 'children': ['170']},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'flag'},{'id': '171', 'type': 'expression_statement', 'children': ['172']},{'id': '172', 'type': 'assignment', 'children': ['173', '174']},{'id': '173', 'type': 'identifier', 'children': [], 'value': 'items_subset'},{'id': '174', 'type': 'list_comprehension', 'children': ['175', '176', '185']},{'id': '175', 'type': 'identifier', 'children': [], 'value': 'item'},{'id': '176', 'type': 'for_in_clause', 'children': ['177', '180']},{'id': '177', 'type': 'pattern_list', 'children': ['178', '179']},{'id': '178', 'type': 'identifier', 'children': [], 'value': 'item'},{'id': '179', 'type': 'identifier', 'children': [], 'value': 'flag'},{'id': '180', 'type': 'call', 'children': ['181', '182']},{'id': '181', 'type': 'identifier', 'children': [], 'value': 'zip'},{'id': '182', 'type': 'argument_list', 'children': ['183', '184']},{'id': '183', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '184', 'type': 'identifier', 'children': [], 'value': 'flags'},{'id': '185', 'type': 'if_clause', 'children': ['186']},{'id': '186', 'type': 'identifier', 'children': [], 'value': 'flag'},{'id': '187', 'type': 'if_statement', 'children': ['188', '189']},{'id': '188', 'type': 'identifier', 'children': [], 'value': 'verbose'},{'id': '189', 'type': 'block', 'children': ['190', '195', '200', '226']},{'id': '190', 'type': 'expression_statement', 'children': ['191']},{'id': '191', 'type': 'call', 'children': ['192', '193']},{'id': '192', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '193', 'type': 'argument_list', 'children': ['194']},{'id': '194', 'type': 'identifier', 'children': [], 'value': 'prob'},{'id': '195', 'type': 'expression_statement', 'children': ['196']},{'id': '196', 'type': 'call', 'children': ['197', '198']},{'id': '197', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '198', 'type': 'argument_list', 'children': ['199']},{'id': '199', 'type': 'string', 'children': [], 'value': "'OPT:'"},{'id': '200', 'type': 'expression_statement', 'children': ['201']},{'id': '201', 'type': 'call', 'children': ['202', '203']},{'id': '202', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '203', 'type': 'argument_list', 'children': ['204']},{'id': '204', 'type': 'call', 'children': ['205', '208']},{'id': '205', 'type': 'attribute', 'children': ['206', '207']},{'id': '206', 'type': 'string', 'children': [], 'value': "'\\n'"},{'id': '207', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '208', 'type': 'argument_list', 'children': ['209']},{'id': '209', 'type': 'list_comprehension', 'children': ['210', '223']},{'id': '210', 'type': 'binary_operator', 'children': ['211', '212'], 'value': '%'},{'id': '211', 'type': 'string', 'children': [], 'value': "' %s = %s'"},{'id': '212', 'type': 'tuple', 'children': ['213', '218']},{'id': '213', 'type': 'attribute', 'children': ['214', '217']},{'id': '214', 'type': 'subscript', 'children': ['215', '216']},{'id': '215', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '216', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '217', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '218', 'type': 'attribute', 'children': ['219', '222']},{'id': '219', 'type': 'subscript', 'children': ['220', '221']},{'id': '220', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '221', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '222', 'type': 'identifier', 'children': [], 'value': 'varValue'},{'id': '223', 'type': 'for_in_clause', 'children': ['224', '225']},{'id': '224', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '225', 'type': 'identifier', 'children': [], 'value': 'indices'},{'id': '226', 'type': 'expression_statement', 'children': ['227']},{'id': '227', 'type': 'call', 'children': ['228', '229']},{'id': '228', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '229', 'type': 'argument_list', 'children': ['230']},{'id': '230', 'type': 'binary_operator', 'children': ['231', '232'], 'value': '%'},{'id': '231', 'type': 'string', 'children': [], 'value': "'total_value = %r'"},{'id': '232', 'type': 'tuple', 'children': ['233']},{'id': '233', 'type': 'identifier', 'children': [], 'value': 'total_value'},{'id': '234', 'type': 'return_statement', 'children': ['235']},{'id': '235', 'type': 'expression_list', 'children': ['236', '237']},{'id': '236', 'type': 'identifier', 'children': [], 'value': 'total_value'},{'id': '237', 'type': 'identifier', 'children': [], 'value': 'items_subset'} | 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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'15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '15', 'type': 'integer', 'children': [], 'value': '0'},{'id': '16', 'type': 'for_in_clause', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '19', 'type': 'expression_statement', 'children': ['20']},{'id': '20', 'type': 'assignment', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'weights'},{'id': '22', 'type': 'list_comprehension', 'children': ['23', '26']},{'id': '23', 'type': 'subscript', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '25', 'type': 'integer', 'children': [], 'value': '1'},{'id': '26', 'type': 'for_in_clause', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '29', 'type': 'expression_statement', 'children': ['30']},{'id': '30', 'type': 'assignment', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'maxsize'},{'id': '32', 'type': 'binary_operator', 'children': ['33', '34'], 'value': '+'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'maxweight'},{'id': '34', 'type': 'integer', 'children': [], 'value': '1'},{'id': '35', 'type': 'expression_statement', 'children': ['36']},{'id': '36', 'type': 'assignment', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'dpmat'},{'id': '38', 'type': 'call', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'defaultdict'},{'id': '40', 'type': 'argument_list', 'children': ['41']},{'id': '41', 'type': 'lambda', 'children': ['42']},{'id': '42', 'type': 'call', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'defaultdict'},{'id': '44', 'type': 'argument_list', 'children': ['45']},{'id': '45', 'type': 'lambda', 'children': ['46']},{'id': '46', 'type': 'attribute', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'inf'},{'id': '49', 'type': 'expression_statement', 'children': ['50']},{'id': '50', 'type': 'assignment', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'kmat'},{'id': '52', 'type': 'call', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'defaultdict'},{'id': '54', 'type': 'argument_list', 'children': ['55']},{'id': '55', 'type': 'lambda', 'children': ['56']},{'id': '56', 'type': 'call', 'children': ['57', '58']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'defaultdict'},{'id': '58', 'type': 'argument_list', 'children': ['59']},{'id': '59', 'type': 'lambda', 'children': ['60']},{'id': '60', 'type': 'False', 'children': []},{'id': '61', 'type': 'expression_statement', 'children': ['62']},{'id': '62', 'type': 'assignment', 'children': ['63', '64']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'idx_subset'},{'id': '64', 'type': 'list', 'children': [], 'value': '[]'},{'id': '65', 'type': 'for_statement', 'children': ['66', '67', '71']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'w'},{'id': '67', 'type': 'call', 'children': ['68', '69']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '69', 'type': 'argument_list', 'children': ['70']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'maxsize'},{'id': '71', 'type': 'block', 'children': ['72']},{'id': '72', 'type': 'expression_statement', 'children': ['73']},{'id': '73', 'type': 'assignment', 'children': ['74', '79']},{'id': '74', 'type': 'subscript', 'children': ['75', '78']},{'id': '75', 'type': 'subscript', 'children': ['76', '77']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'dpmat'},{'id': '77', 'type': 'integer', 'children': [], 'value': '0'},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'w'},{'id': '79', 'type': 'integer', 'children': [], 'value': '0'},{'id': '80', 'type': 'for_statement', 'children': ['81', '82', '89']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '82', 'type': 'call', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '84', 'type': 'argument_list', 'children': ['85']},{'id': '85', 'type': 'call', 'children': ['86', '87']},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '87', 'type': 'argument_list', 'children': ['88']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '89', 'type': 'block', 'children': ['90', '96', '102']},{'id': '90', 'type': 'expression_statement', 'children': ['91']},{'id': '91', 'type': 'assignment', 'children': ['92', '93']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'item_val'},{'id': '93', 'type': 'subscript', 'children': ['94', '95']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'values'},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'idx'},{'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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'value': 'array'},{'id': '14', 'type': 'argument_list', 'children': ['15']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '16', 'type': 'expression_statement', 'children': ['17']},{'id': '17', 'type': 'assignment', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'weights'},{'id': '19', 'type': 'subscript', 'children': ['20', '23']},{'id': '20', 'type': 'attribute', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'T'},{'id': '23', 'type': 'integer', 'children': [], 'value': '1'},{'id': '24', 'type': 'expression_statement', 'children': ['25']},{'id': '25', 'type': 'assignment', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'max_exp'},{'id': '27', 'type': 'call', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'max'},{'id': '29', 'type': 'argument_list', 'children': ['30']},{'id': '30', 'type': 'list_comprehension', 'children': ['31', '35']},{'id': '31', 'type': 'call', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'number_of_decimals'},{'id': '33', 'type': 'argument_list', 'children': ['34']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'w_'},{'id': '35', 'type': 'for_in_clause', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'w_'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'weights'},{'id': '38', 'type': 'expression_statement', 'children': ['39']},{'id': '39', 'type': 'assignment', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'coeff'},{'id': '41', 'type': 'binary_operator', 'children': ['42', '43'], 'value': '**'},{'id': '42', 'type': 'integer', 'children': [], 'value': '10'},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'max_exp'},{'id': '44', 'type': 'expression_statement', 'children': ['45']},{'id': '45', 'type': 'assignment', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'weights'},{'id': '47', 'type': 'call', 'children': ['48', '54']},{'id': '48', 'type': 'attribute', 'children': ['49', '53']},{'id': '49', 'type': '()', '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 |
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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 |
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'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': [], 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'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': '()', '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'},{'id': '252', 'type': 'integer', 'children': [], 'value': '1'} | 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 |
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'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']},{'id': '142', 'type': 'attribute', 'children': ['143', '144']},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'ut'},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'compress'},{'id': '145', 'type': 'argument_list', 'children': ['146', '147']},{'id': '146', 'type': 'identifier', 'children': [], 'value': 'bool_states'},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'outputs'},{'id': '148', 'type': 'expression_statement', 'children': ['149']},{'id': '149', 'type': 'assignment', 'children': ['150', '151']},{'id': '150', 'type': 'identifier', 'children': [], 'value': 'true_tuples'},{'id': '151', 'type': 'call', 'children': ['152', '155']},{'id': '152', 'type': 'attribute', 'children': ['153', '154']},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'ut'},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'take_column'},{'id': '155', 'type': 'argument_list', 'children': ['156', '157']},{'id': '156', 'type': 'identifier', 'children': [], 'value': 'true_states'},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'varnames'},{'id': '158', 'type': 'expression_statement', 'children': ['159']},{'id': '159', 'type': 'assignment', 'children': ['160', '161']},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'true_cases'},{'id': '161', 'type': 'list_comprehension', 'children': ['162', '181']},{'id': '162', 'type': 'call', 'children': ['163', '164']},{'id': '163', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '164', 'type': 'argument_list', 'children': ['165']},{'id': '165', 'type': 'call', 'children': ['166', '169']},{'id': '166', 'type': 'attribute', 'children': ['167', '168']},{'id': '167', 'type': 'string', 'children': [], 'value': "''"},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '169', 'type': 'argument_list', 'children': ['170']},{'id': '170', 'type': 'list_comprehension', 'children': ['171', '178']},{'id': '171', 'type': 'call', 'children': ['172', '173']},{'id': '172', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '173', 'type': 'argument_list', 'children': ['174']},{'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': '()', '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': '()', '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']},{'id': '438', 'type': 'identifier', 'children': [], 'value': 'final_expr'} | 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']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'dict_stacked'} | 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']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'inverted_dict'} | 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': '()', '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']},{'id': '172', 'type': 'identifier', 'children': [], 'value': 'comb_lbls'} | 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']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'groupid_to_items'} | 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']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'groupid_to_items'} | 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']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'sorted_dict'} | 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']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'dict_'} | 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': '()', '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': '()', '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']},{'id': '96', 'type': 'block', 'children': ['97']},{'id': '97', 'type': 'function_definition', 'children': ['98', '99', '102']},{'id': '98', 'type': 'function_name', 'children': [], 'value': 'print'},{'id': '99', 'type': 'parameters', 'children': ['100']},{'id': '100', 'type': 'list_splat_pattern', 'children': ['101']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '102', 'type': 'block', 'children': ['103']},{'id': '103', 'type': 'expression_statement', 'children': ['104']},{'id': '104', 'type': 'call', 'children': ['105', '110']},{'id': '105', 'type': 'call', 'children': ['106', '109']},{'id': '106', 'type': 'attribute', 'children': ['107', '108']},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'util_logging'},{'id': '108', 'type': 'identifier', 'children': [], 'value': '_utool_print'},{'id': '109', 'type': 'argument_list', 'children': []},{'id': '110', 'type': 'argument_list', 'children': ['111']},{'id': '111', 'type': 'list_splat', 'children': ['112']},{'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']},{'id': '176', 'type': 'assignment', 'children': ['177', '178']},{'id': '177', 'type': 'identifier', 'children': [], 'value': 'module_name'},{'id': '178', 'type': 'attribute', 'children': ['179', '180']},{'id': '179', 'type': 'identifier', 'children': [], 'value': 'module'},{'id': '180', 'type': 'identifier', 'children': [], 'value': '__name__'},{'id': '181', 'type': 'else_clause', 'children': ['182']},{'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': 'module_name'},{'id': '186', 'type': 'subscript', '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': 'slice', 'children': ['191', '194']},{'id': '191', 'type': 'binary_operator', 'children': ['192', '193'], 'value': '+'},{'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 |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '13']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_isobaric_ratios'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '8', '9', '10', '11', '12']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'psmfn'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'psmheader'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'channels'},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'denom_channels'},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'min_int'},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'targetfn'},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'accessioncol'},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'normalize'},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'normratiofn'},{'id': '13', 'type': 'block', 'children': ['14', '26', '112']},{'id': '14', 'type': 'expression_statement', 'children': ['15']},{'id': '15', 'type': 'assignment', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'psm_or_feat_ratios'},{'id': '17', 'type': 'call', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'get_psmratios'},{'id': '19', 'type': 'argument_list', 'children': ['20', '21', '22', '23', '24', '25']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'psmfn'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'psmheader'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'channels'},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'denom_channels'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'min_int'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'accessioncol'},{'id': '26', 'type': 'if_statement', 'children': ['27', '30', '69', '106']},{'id': '27', 'type': 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'type': 'identifier', 'children': [], 'value': 'normratios'},{'id': '57', 'type': 'keyword_argument', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'report'},{'id': '59', 'type': 'True', 'children': []},{'id': '60', 'type': 'expression_statement', 'children': ['61']},{'id': '61', 'type': 'assignment', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'outratios'},{'id': '63', 'type': 'call', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'calculate_normalized_ratios'},{'id': '65', 'type': 'argument_list', 'children': ['66', '67', '68']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'psm_or_feat_ratios'},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'ch_medians'},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'channels'},{'id': '69', 'type': 'elif_clause', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'normalize'},{'id': '71', 'type': 'block', 'children': ['72', '86', '97']},{'id': '72', 'type': 'expression_statement', 'children': ['73']},{'id': '73', 'type': 'assignment', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'flatratios'},{'id': '75', 'type': 'list_comprehension', 'children': ['76', '83']},{'id': '76', 'type': 'list_comprehension', 'children': ['77', '80']},{'id': '77', 'type': 'subscript', 'children': ['78', '79']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'feat'},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'ch'},{'id': '80', 'type': 'for_in_clause', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'ch'},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'channels'},{'id': '83', 'type': 'for_in_clause', 'children': ['84', '85']},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'feat'},{'id': '85', 'type': 'identifier', 'children': [], 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['101', '102']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'calculate_normalized_ratios'},{'id': '102', 'type': 'argument_list', 'children': ['103', '104', '105']},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'psm_or_feat_ratios'},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'ch_medians'},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'channels'},{'id': '106', 'type': 'else_clause', 'children': ['107']},{'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': 'outratios'},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'psm_or_feat_ratios'},{'id': '112', 'type': 'if_statement', 'children': ['113', '116', '136', '150']},{'id': '113', 'type': 'boolean_operator', 'children': ['114', '115'], 'value': 'and'},{'id': '114', 'type': 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'generator_expression', 'children': ['158', '180']},{'id': '158', 'type': 'dictionary_comprehension', 'children': ['159', '171']},{'id': '159', 'type': 'pair', 'children': ['160', '170']},{'id': '160', 'type': '()', 'children': ['161']},{'id': '161', 'type': 'conditional_expression', 'children': ['162', '163', '167'], 'value': 'if'},{'id': '162', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '163', 'type': 'not_operator', 'children': ['164']},{'id': '164', 'type': 'comparison_operator', 'children': ['165', '166'], 'value': '=='},{'id': '165', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '166', 'type': 'identifier', 'children': [], 'value': 'ISOQUANTRATIO_FEAT_ACC'},{'id': '167', 'type': 'attribute', 'children': ['168', '169']},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'prottabledata'},{'id': '169', 'type': 'identifier', 'children': [], 'value': 'HEADER_ACCESSION'},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '171', 'type': 'for_in_clause', 'children': ['172', '175']},{'id': '172', 'type': 'pattern_list', 'children': ['173', '174']},{'id': '173', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '174', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '175', 'type': 'call', 'children': ['176', '179']},{'id': '176', 'type': 'attribute', 'children': ['177', '178']},{'id': '177', 'type': 'identifier', 'children': [], 'value': 'ratio'},{'id': '178', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '179', 'type': 'argument_list', 'children': []},{'id': '180', 'type': 'for_in_clause', 'children': ['181', '182']},{'id': '181', 'type': 'identifier', 'children': [], 'value': 'ratio'},{'id': '182', 'type': 'identifier', 'children': [], 'value': 'outratios'} | 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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'children': ['61']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'val'},{'id': '62', 'type': 'expression_statement', 'children': ['63']},{'id': '63', 'type': 'assignment', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'output_text'},{'id': '65', 'type': 'call', 'children': ['66', '69']},{'id': '66', 'type': 'attribute', 'children': ['67', '68']},{'id': '67', 'type': 'string', 'children': [], 'value': "'\\n'"},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '69', 'type': 'argument_list', 'children': ['70']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'newlist'},{'id': '71', 'type': 'expression_statement', 'children': ['72']},{'id': '72', 'type': 'assignment', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'summary_text'},{'id': '74', 'type': 'call', 'children': ['75', '76']},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'get_summary'},{'id': '76', 'type': 'argument_list', 'children': ['77']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'profile_block_list'},{'id': '78', 'type': 'expression_statement', 'children': ['79']},{'id': '79', 'type': 'assignment', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'output_text'},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'output_text'},{'id': '82', 'type': 'return_statement', 'children': ['83']},{'id': '83', 'type': 'expression_list', 'children': ['84', '85']},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'output_text'},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'summary_text'} | 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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'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']},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'prod'} | 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 |
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'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': 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'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', 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'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'"},{'id': '300', 'type': 'identifier', 'children': [], 'value': 'dsn_string'} | 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) |
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'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': '()', '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': '()', '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': '()', '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': '()', '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': '()', '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': '()', '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']},{'id': '430', 'type': 'identifier', 'children': [], 'value': 'retstr'} | 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 |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'horiz_string'},{'id': '3', 'type': 'parameters', 'children': ['4', '6']},{'id': '4', 'type': 'list_splat_pattern', 'children': ['5']},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '6', 'type': 'dictionary_splat_pattern', 'children': ['7']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '8', 'type': 'block', 'children': ['9', '12', '22', '32', '63', '80', '84', '88', '258', '271', '280']},{'id': '9', 'type': 'import_statement', 'children': ['10']},{'id': '10', 'type': 'dotted_name', 'children': ['11']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'unicodedata'},{'id': '12', 'type': 'expression_statement', 'children': ['13']},{'id': '13', 'type': 'assignment', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'precision'},{'id': '15', 'type': 'call', 'children': ['16', '19']},{'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 |
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'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'},{'id': '128', 'type': 'expression_statement', 'children': ['129']},{'id': '129', 'type': 'assignment', 'children': ['130', '131']},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'ismarked_list'},{'id': '131', 'type': 'list_comprehension', 'children': ['132', '144']},{'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': 'line'},{'id': '138', 'type': 'integer', 'children': [], 'value': '0'},{'id': '139', 'type': 'comparison_operator', 'children': ['140', '143'], 'value': 'in'},{'id': '140', 'type': 'subscript', 'children': ['141', '142']},{'id': '141', 'type': 'identifier', 'children': [], 'value': 'line'},{'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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'children': ['349']},{'id': '349', 'type': 'assignment', 'children': ['350', '351']},{'id': '350', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '351', 'type': 'call', 'children': ['352', '355']},{'id': '352', 'type': 'attribute', 'children': ['353', '354']},{'id': '353', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '354', 'type': 'identifier', 'children': [], 'value': 'iteritems'},{'id': '355', 'type': 'argument_list', 'children': []},{'id': '356', 'type': 'elif_clause', 'children': ['357', '362']},{'id': '357', 'type': 'call', 'children': ['358', '359']},{'id': '358', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '359', 'type': 'argument_list', 'children': ['360', '361']},{'id': '360', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '361', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '362', 'type': 'block', 'children': ['363']},{'id': '363', 'type': 'expression_statement', 'children': ['364']},{'id': '364', 'type': 'assignment', 'children': ['365', '366']},{'id': '365', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '366', 'type': 'call', 'children': ['367', '370']},{'id': '367', 'type': 'attribute', 'children': ['368', '369']},{'id': '368', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '369', 'type': 'identifier', 'children': [], 'value': 'parse_query'},{'id': '370', 'type': 'argument_list', 'children': ['371']},{'id': '371', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '372', 'type': 'expression_statement', 'children': ['373']},{'id': '373', 'type': 'assignment', 'children': ['374', '375']},{'id': '374', 'type': 'identifier', 'children': [], 'value': 'emit'},{'id': '375', 'type': 'attribute', 'children': ['376', '377']},{'id': '376', 'type': 'identifier', 'children': [], 'value': 'Gauged'},{'id': '377', 'type': 'identifier', 'children': [], 'value': 'writer_emit'},{'id': '378', 'type': 'for_statement', 'children': ['379', '382', '383']},{'id': '379', 'type': 'pattern_list', 'children': ['380', '381']},{'id': '380', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '381', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '382', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '383', 'type': 'block', 'children': ['384', '391', '401', '420', '431', '444', '480']},{'id': '384', 'type': 'expression_statement', 'children': ['385']},{'id': '385', 'type': 'assignment', 'children': ['386', '387']},{'id': '386', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '387', 'type': 'call', 'children': ['388', '389']},{'id': '388', 'type': 'identifier', 'children': [], 'value': 'to_bytes'},{'id': '389', 'type': 'argument_list', 'children': ['390']},{'id': '390', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '391', 'type': 'if_statement', 'children': ['392', '399']},{'id': '392', 'type': 'boolean_operator', 'children': ['393', '396'], 'value': 'and'},{'id': '393', 'type': 'comparison_operator', 'children': ['394', '395'], 'value': 'is'},{'id': '394', 'type': 'identifier', 'children': [], 'value': 'whitelist'},{'id': '395', 'type': 'None', 'children': []},{'id': '396', 'type': 'comparison_operator', 'children': ['397', '398'], 'value': 'not'},{'id': '397', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '398', 'type': 'identifier', 'children': [], 'value': 'whitelist'},{'id': '399', 'type': 'block', 'children': ['400']},{'id': '400', 'type': 'continue_statement', 'children': []},{'id': '401', 'type': 'try_statement', 'children': ['402', '410']},{'id': '402', 'type': 'block', 'children': ['403']},{'id': '403', 'type': 'expression_statement', 'children': ['404']},{'id': '404', 'type': 'assignment', 'children': ['405', '406']},{'id': '405', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '406', 'type': 'call', 'children': ['407', '408']},{'id': '407', 'type': 'identifier', 'children': [], 'value': 'float'},{'id': '408', 'type': 'argument_list', 'children': ['409']},{'id': '409', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '410', 'type': 'except_clause', 'children': ['411', '412']},{'id': '411', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '412', 'type': 'block', 'children': ['413']},{'id': '413', 'type': 'expression_statement', 'children': ['414']},{'id': '414', 'type': 'assignment', 'children': ['415', '416']},{'id': '415', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '416', 'type': 'call', 'children': ['417', '418']},{'id': '417', 'type': 'identifier', 'children': [], 'value': 'float'},{'id': '418', 'type': 'argument_list', 'children': ['419']},{'id': '419', 'type': 'string', 'children': [], 'value': "'nan'"},{'id': '420', 'type': 'if_statement', 'children': ['421', '424']},{'id': '421', 'type': 'comparison_operator', 'children': ['422', '423'], 'value': '!='},{'id': '422', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '423', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '424', 'type': 'block', 'children': ['425', '429']},{'id': '425', 'type': 'if_statement', 'children': ['426', '427']},{'id': '426', 'type': 'identifier', 'children': [], 'value': 'skip_gauge_nan'},{'id': '427', 'type': 'block', 'children': ['428']},{'id': '428', 'type': 'continue_statement', 'children': []},{'id': '429', 'type': 'raise_statement', 'children': ['430']},{'id': '430', 'type': 'identifier', 'children': [], 'value': 'GaugedNaNError'},{'id': '431', 'type': 'expression_statement', 'children': ['432']},{'id': '432', 'type': 'assignment', 'children': ['433', '434']},{'id': '433', 'type': 'identifier', 'children': [], 'value': 'success'},{'id': '434', 'type': 'call', 'children': ['435', '436']},{'id': '435', 'type': 'identifier', 'children': [], 'value': 'emit'},{'id': '436', 'type': 'argument_list', 'children': ['437', '438', '439', '440']},{'id': '437', 'type': 'identifier', 'children': [], 'value': 'writer'},{'id': '438', 'type': 'identifier', 'children': [], 'value': 'namespace'},{'id': '439', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '440', 'type': 'call', 'children': ['441', '442']},{'id': '441', 'type': 'identifier', 'children': [], 'value': 'c_float'},{'id': '442', 'type': 'argument_list', 'children': ['443']},{'id': '443', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '444', 'type': 'if_statement', 'children': ['445', '448']},{'id': '445', 'type': 'comparison_operator', 'children': ['446', '447'], 'value': '!='},{'id': '446', 'type': 'identifier', 'children': [], 'value': 'success'},{'id': '447', 'type': 'integer', 'children': [], 'value': '1'},{'id': '448', 'type': 'block', 'children': ['449']},{'id': '449', 'type': 'if_statement', 'children': ['450', '452', '455']},{'id': '450', 'type': 'not_operator', 'children': ['451']},{'id': '451', 'type': 'identifier', 'children': [], 'value': 'success'},{'id': '452', 'type': 'block', 'children': ['453']},{'id': '453', 'type': 'raise_statement', 'children': ['454']},{'id': '454', 'type': 'identifier', 'children': [], 'value': 'MemoryError'},{'id': '455', 'type': 'elif_clause', 'children': ['456', '464']},{'id': '456', 'type': 'boolean_operator', 'children': ['457', '462'], 'value': 'and'},{'id': '457', 'type': 'comparison_operator', 'children': ['458', '459'], 'value': '=='},{'id': '458', 'type': 'identifier', 'children': [], 'value': 'success'},{'id': '459', 'type': 'attribute', 'children': ['460', '461']},{'id': '460', 'type': 'identifier', 'children': [], 'value': 'Writer'},{'id': '461', 'type': 'identifier', 'children': [], 'value': 'KEY_OVERFLOW'},{'id': '462', 'type': 'not_operator', 'children': ['463']},{'id': '463', 'type': 'identifier', 'children': [], 'value': 'skip_long_keys'},{'id': '464', 'type': 'block', 'children': ['465', '469', '475']},{'id': '465', 'type': 'expression_statement', 'children': ['466']},{'id': '466', 'type': 'assignment', 'children': ['467', '468']},{'id': '467', 'type': 'identifier', 'children': [], 'value': 'msg'},{'id': '468', 'type': 'string', 'children': [], 'value': "'Key is larger than the driver allows '"},{'id': '469', 'type': 'expression_statement', 'children': ['470']},{'id': '470', 'type': 'augmented_assignment', 'children': ['471', '472'], 'value': '+='},{'id': '471', 'type': 'identifier', 'children': [], 'value': 'msg'},{'id': '472', 'type': 'binary_operator', 'children': ['473', '474'], 'value': '%'},{'id': '473', 'type': 'string', 'children': [], 'value': "'(%s)'"},{'id': '474', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '475', 'type': 'raise_statement', 'children': ['476']},{'id': '476', 'type': 'call', 'children': ['477', '478']},{'id': '477', 'type': 'identifier', 'children': [], 'value': 'GaugedKeyOverflowError'},{'id': '478', 'type': 'argument_list', 'children': ['479']},{'id': '479', 'type': 'identifier', 'children': [], 'value': 'msg'},{'id': '480', 'type': 'expression_statement', 'children': ['481']},{'id': '481', 'type': 'augmented_assignment', 'children': ['482', '483'], 'value': '+='},{'id': '482', 'type': 'identifier', 'children': [], 'value': 'data_points'},{'id': '483', 'type': 'integer', 'children': [], 'value': '1'},{'id': '484', 'type': 'expression_statement', 'children': ['485']},{'id': '485', 'type': 'augmented_assignment', 'children': ['486', '489'], 'value': '+='},{'id': '486', 'type': 'attribute', 'children': ['487', '488']},{'id': '487', 'type': 'identifier', 'children': [], 'value': 'namespace_statistics'},{'id': '488', 'type': 'identifier', 'children': [], 'value': 'data_points'},{'id': '489', 'type': 'identifier', 'children': [], 'value': 'data_points'},{'id': '490', 'type': 'if_statement', 'children': ['491', '494']},{'id': '491', 'type': 'attribute', 'children': ['492', '493']},{'id': '492', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '493', 'type': 'identifier', 'children': [], 'value': 'flush_now'},{'id': '494', 'type': 'block', 'children': ['495']},{'id': '495', 'type': 'expression_statement', 'children': ['496']},{'id': '496', 'type': 'call', 'children': ['497', '500']},{'id': '497', 'type': 'attribute', 'children': ['498', '499']},{'id': '498', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '499', 'type': 'identifier', 'children': [], 'value': 'flush'},{'id': '500', 'type': 'argument_list', 'children': []} | 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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'value': 'quant'},{'id': '30', 'type': 'call', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'next'},{'id': '32', 'type': 'argument_list', 'children': ['33']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'allquants'},{'id': '34', 'type': 'for_statement', 'children': ['35', '38', '48']},{'id': '35', 'type': 'pattern_list', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'rownr'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'psm'},{'id': '38', 'type': 'call', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'enumerate'},{'id': '40', 'type': 'argument_list', 'children': ['41']},{'id': '41', 'type': 'call', 'children': ['42', '45']},{'id': '42', 'type': 'attribute', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'readers'},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'generate_tsv_psms'},{'id': '45', 'type': 'argument_list', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'tsvfn'},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'oldheader'},{'id': '48', 'type': 'block', 'children': ['49', '65', '100', '177']},{'id': '49', 'type': 'expression_statement', 'children': ['50']},{'id': '50', 'type': 'assignment', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'outpsm'},{'id': '52', 'type': 'dictionary_comprehension', 'children': ['53', '56']},{'id': '53', 'type': 'pair', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'y'},{'id': '56', 'type': 'for_in_clause', 'children': ['57', '60']},{'id': '57', 'type': 'pattern_list', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'y'},{'id': '60', 'type': 'call', 'children': ['61', '64']},{'id': '61', 'type': 'attribute', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'psm'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '64', 'type': 'argument_list', 'children': []},{'id': '65', 'type': 'if_statement', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'precursor'},{'id': '67', 'type': 'block', 'children': ['68', '76', '85']},{'id': '68', 'type': 'expression_statement', 'children': ['69']},{'id': '69', 'type': 'assignment', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'pquant'},{'id': '71', 'type': 'subscript', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'quant'},{'id': '73', 'type': 'subscript', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'sqlfields'},{'id': '75', 'type': 'string', 'children': [], 'value': "'precursor'"},{'id': '76', 'type': 'if_statement', 'children': ['77', '80']},{'id': '77', 'type': 'comparison_operator', 'children': ['78', '79'], 'value': 'is'},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'pquant'},{'id': '79', 'type': 'None', 'children': []},{'id': '80', 'type': 'block', 'children': ['81']},{'id': '81', 'type': 'expression_statement', 'children': ['82']},{'id': '82', 'type': 'assignment', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'pquant'},{'id': '84', 'type': 'string', 'children': [], 'value': "'NA'"},{'id': '85', 'type': 'expression_statement', 'children': ['86']},{'id': '86', 'type': 'call', 'children': ['87', '90']},{'id': '87', 'type': 'attribute', 'children': ['88', '89']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'outpsm'},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'update'},{'id': '90', 'type': 'argument_list', 'children': ['91']},{'id': '91', 'type': 'dictionary', 'children': ['92']},{'id': '92', 'type': 'pair', 'children': ['93', '96']},{'id': '93', 'type': 'attribute', 'children': ['94', '95']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'mzidtsvdata'},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'HEADER_PRECURSOR_QUANT'},{'id': '96', 'type': 'call', 'children': ['97', '98']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '98', 'type': 'argument_list', 'children': ['99']},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'pquant'},{'id': '100', 'type': 'if_statement', 'children': ['101', '102', '159']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'isobaric'},{'id': '102', 'type': 'block', 'children': ['103', '107', '148']},{'id': '103', 'type': 'expression_statement', 'children': ['104']},{'id': '104', 'type': 'assignment', 'children': ['105', '106']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'isoquants'},{'id': '106', 'type': 'dictionary', 'children': []},{'id': '107', 'type': 'while_statement', 'children': ['108', '113']},{'id': '108', 'type': 'comparison_operator', 'children': ['109', '112'], 'value': '=='},{'id': '109', 'type': 'subscript', 'children': ['110', '111']},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'quant'},{'id': '111', 'type': 'integer', 'children': [], 'value': '0'},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'rownr'},{'id': '113', 'type': 'block', 'children': ['114', '135']},{'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': 'isoquants'},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'update'},{'id': '119', 'type': 'argument_list', 'children': ['120']},{'id': '120', 'type': 'dictionary', 'children': ['121']},{'id': '121', 'type': 'pair', 'children': ['122', '127']},{'id': '122', 'type': 'subscript', 'children': ['123', '124']},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'quant'},{'id': '124', 'type': 'subscript', 'children': ['125', '126']},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'sqlfields'},{'id': '126', 'type': 'string', 'children': [], 'value': "'isochan'"},{'id': '127', 'type': 'call', 'children': ['128', '129']},{'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']},{'id': '396', 'type': 'identifier', 'children': [], 'value': 'cmd'} | 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']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'ranks'} | 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']},{'id': '214', 'type': 'identifier', 'children': [], 'value': 'node_attrs'} | 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 |
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'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': 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'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': 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'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', 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'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']},{'id': '258', 'type': 'identifier', 'children': [], 'value': 'edge_attrs'} | 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 |
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'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']},{'id': '32', 'type': 'assignment', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'alpha'},{'id': '34', 'type': 'call', 'children': ['35', '38']},{'id': '35', 'type': 'attribute', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '38', 'type': 'argument_list', 'children': ['39', '40']},{'id': '39', 'type': 'string', 'children': [], 'value': "'alpha'"},{'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': 'color'},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'orig_color'},{'id': '45', 'type': 'if_statement', 'children': ['46', '53']},{'id': '46', 'type': 'boolean_operator', 'children': ['47', '50'], 'value': 'and'},{'id': '47', 'type': 'comparison_operator', 'children': ['48', '49'], 'value': 'is'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'color'},{'id': '49', 'type': 'None', 'children': []},{'id': '50', 'type': 'comparison_operator', 'children': ['51', '52'], 'value': 'is'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'alpha'},{'id': '52', 'type': 'None', 'children': []},{'id': '53', 'type': 'block', 'children': ['54']},{'id': '54', 'type': 'expression_statement', 'children': ['55']},{'id': '55', 'type': 'assignment', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'color'},{'id': '57', 'type': 'list', 'children': ['58', '59', '60'], 'value': '[0, 0, 0]'},{'id': '58', 'type': 'integer', 'children': [], 'value': '0'},{'id': '59', 'type': 'integer', 'children': [], 'value': '0'},{'id': '60', 'type': 'integer', 'children': [], 'value': '0'},{'id': '61', 'type': 'if_statement', 'children': ['62', '65']},{'id': '62', 'type': 'comparison_operator', 'children': ['63', '64'], 'value': 'is'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'color'},{'id': '64', 'type': 'None', 'children': []},{'id': '65', 'type': 'block', 'children': ['66', '75', '87', '123', '130']},{'id': '66', 'type': 'expression_statement', 'children': ['67']},{'id': '67', 'type': 'assignment', 'children': ['68', '69']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'color'},{'id': '69', 'type': 'call', 'children': ['70', '73']},{'id': '70', 'type': 'attribute', 'children': ['71', '72']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'pt'},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'ensure_nonhex_color'},{'id': '73', 'type': 'argument_list', 'children': ['74']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'color'},{'id': '75', 'type': 'expression_statement', 'children': ['76']},{'id': '76', 'type': 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['92']},{'id': '92', 'type': 'if_statement', 'children': ['93', '99', '110']},{'id': '93', 'type': 'comparison_operator', 'children': ['94', '98'], 'value': '=='},{'id': '94', 'type': 'call', 'children': ['95', '96']},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '96', 'type': 'argument_list', 'children': ['97']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'color'},{'id': '98', 'type': 'integer', 'children': [], 'value': '3'},{'id': '99', 'type': 'block', 'children': ['100']},{'id': '100', 'type': 'expression_statement', 'children': ['101']},{'id': '101', 'type': 'augmented_assignment', 'children': ['102', '103'], 'value': '+='},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'color'},{'id': '103', 'type': 'list', 'children': ['104'], 'value': '[int(alpha * 255)]'},{'id': '104', 'type': 'call', 'children': ['105', '106']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '106', 'type': 'argument_list', 'children': ['107']},{'id': '107', 'type': 'binary_operator', 'children': ['108', '109'], 'value': '*'},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'alpha'},{'id': '109', 'type': 'integer', 'children': [], 'value': '255'},{'id': '110', 'type': 'else_clause', 'children': ['111']},{'id': '111', 'type': 'block', 'children': ['112']},{'id': '112', 'type': 'expression_statement', 'children': ['113']},{'id': '113', 'type': 'assignment', 'children': ['114', '117']},{'id': '114', 'type': 'subscript', 'children': ['115', '116']},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'color'},{'id': '116', 'type': 'integer', 'children': [], 'value': '3'},{'id': '117', 'type': 'call', 'children': ['118', '119']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '119', 'type': 'argument_list', 'children': ['120']},{'id': '120', 'type': 'binary_operator', 'children': ['121', '122'], 'value': '*'},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'alpha'},{'id': '122', 'type': 'integer', 'children': [], 'value': '255'},{'id': '123', 'type': 'expression_statement', 'children': ['124']},{'id': '124', 'type': 'assignment', 'children': ['125', '126']},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'color'},{'id': '126', 'type': 'call', 'children': ['127', '128']},{'id': '127', 'type': 'identifier', 'children': [], 'value': 'tuple'},{'id': '128', 'type': 'argument_list', 'children': ['129']},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'color'},{'id': '130', 'type': 'if_statement', 'children': ['131', '137', '154']},{'id': '131', 'type': 'comparison_operator', 'children': ['132', '136'], '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': 'identifier', 'children': [], 'value': 'color'},{'id': '136', 'type': 'integer', 'children': [], 'value': '3'},{'id': '137', 'type': 'ERROR', 'children': ['138']},{'id': '138', 'type': 'expression_statement', 'children': ['139']},{'id': '139', 'type': 'assignment', 'children': ['140', '143', '145']},{'id': '140', 'type': 'subscript', 'children': ['141', '142']},{'id': '141', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '142', 'type': 'string', 'children': [], 'value': "'color'"},{'id': '143', 'type': 'ERROR', 'children': ['144']},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'else'},{'id': '145', 'type': 'assignment', 'children': ['146', '149', '150']},{'id': '146', 'type': 'subscript', 'children': ['147', '148']},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '148', 'type': 'string', 'children': [], 'value': "'color'"},{'id': '149', 'type': 'ERROR', 'children': []},{'id': '150', 'type': 'as_pattern', 'children': ['151', '152']},{'id': '151', 'type': 'identifier', 'children': [], 'value': 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'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']},{'id': '222', 'type': 'identifier', 'children': [], 'value': 'data'} | 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) |
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'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']},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'new_graph'} | 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']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'G_sub'} | 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'},{'id': '290', 'type': 'argument_list', 'children': []} | 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() |
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'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']},{'id': '284', 'type': 'identifier', 'children': [], 'value': 'num'} | 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']},{'id': '218', 'type': 'identifier', 'children': [], 'value': 'protein'} | 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 |
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'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']},{'id': '110', 'type': 'assignment', 'children': ['111', '112']},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'hash_list'},{'id': '112', 'type': 'list', 'children': ['113'], 'value': '[hash_tag_remote]'},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'hash_tag_remote'},{'id': '114', 'type': 'expression_statement', 'children': ['115']},{'id': '115', 'type': 'assignment', 'children': ['116', '119']},{'id': '116', 'type': 'pattern_list', 'children': ['117', '118']},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'hash_local'},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'hash_tag_local'},{'id': '119', 'type': 'call', 'children': ['120', '121']},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'get_file_local_hash'},{'id': '121', 'type': 'argument_list', 'children': ['122', '123', '124']},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'fpath'},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'hash_list'},{'id': '124', 'type': 'keyword_argument', 'children': ['125', '126']},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'verbose'},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'verbose'},{'id': '127', 'type': 'if_statement', 'children': ['128', '129']},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'verbose'},{'id': '129', 'type': 'block', 'children': ['130', '138']},{'id': '130', 'type': 'expression_statement', 'children': ['131']},{'id': '131', 'type': 'call', 'children': ['132', '133']},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '133', 'type': 'argument_list', 'children': ['134']},{'id': '134', 'type': 'binary_operator', 'children': ['135', '136'], 'value': '%'},{'id': '135', 'type': 'string', 'children': [], 'value': "'[utool] Pre Local Hash: %r'"},{'id': '136', 'type': 'tuple', 'children': ['137']},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'hash_local'},{'id': '138', 'type': 'expression_statement', 'children': ['139']},{'id': '139', 'type': 'call', 'children': ['140', '141']},{'id': '140', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '141', 'type': 'argument_list', 'children': ['142']},{'id': '142', 'type': 'binary_operator', 'children': ['143', '144'], 'value': '%'},{'id': '143', 'type': 'string', 'children': [], 'value': "'[utool] Pre Remote Hash: %r'"},{'id': '144', 'type': 'tuple', 'children': ['145']},{'id': '145', 'type': 'identifier', 'children': [], 'value': 'hash_remote'},{'id': '146', 'type': 'if_statement', 'children': ['147', '150', '155', '172', '183']},{'id': '147', 'type': 'comparison_operator', 'children': ['148', '149'], 'value': 'is'},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'hash_remote'},{'id': '149', 'type': 'None', 'children': []},{'id': '150', 'type': 'block', 'children': ['151']},{'id': '151', 'type': 'expression_statement', 'children': ['152']},{'id': '152', 'type': 'assignment', 'children': ['153', '154']},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'check_hash'},{'id': '154', 'type': 'False', 'children': []},{'id': '155', 'type': 'elif_clause', 'children': ['156', '159']},{'id': '156', 'type': 'comparison_operator', 'children': ['157', '158'], 'value': 'is'},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'hash_local'},{'id': '158', 'type': 'None', 'children': []},{'id': '159', 'type': 'block', 'children': ['160', '168']},{'id': '160', 'type': 'if_statement', 'children': ['161', '162']},{'id': '161', 'type': 'identifier', 'children': [], 'value': 'verbose'},{'id': '162', 'type': 'block', 'children': ['163']},{'id': '163', 'type': 'expression_statement', 'children': ['164']},{'id': '164', 'type': 'call', 'children': ['165', '166']},{'id': '165', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '166', 'type': 'argument_list', 'children': ['167']},{'id': '167', 'type': 'string', 'children': [], 'value': "'[utool] Remote hash provided but local hash missing, redownloading.'"},{'id': '168', 'type': 'expression_statement', 'children': ['169']},{'id': '169', 'type': 'assignment', 'children': ['170', '171']},{'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': '()', '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']},{'id': '336', 'type': 'identifier', 'children': [], 'value': 'fpath'} | 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', 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'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 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['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': [], 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'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': 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'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': 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'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']},{'id': '218', 'type': 'identifier', 'children': [], 'value': 't'} | 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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'type': 'identifier', 'children': [], 'value': 'BackdateError'},{'id': '93', 'type': 'argument_list', 'children': ['94']},{'id': '94', 'type': 'string', 'children': [], 'value': '"Cannot backdate to future time."'},{'id': '95', 'type': 'if_statement', 'children': ['96', '103']},{'id': '96', 'type': 'comparison_operator', 'children': ['97', '98'], 'value': '<'},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'backdate'},{'id': '98', 'type': 'attribute', 'children': ['99', '102']},{'id': '99', 'type': 'attribute', 'children': ['100', '101']},{'id': '100', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '101', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'last_t'},{'id': '103', 'type': 'block', 'children': ['104']},{'id': '104', 'type': 'raise_statement', 'children': ['105']},{'id': '105', 'type': 'call', 'children': ['106', '107']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'BackdateError'},{'id': '107', 'type': 'argument_list', 'children': ['108']},{'id': '108', 'type': 'string', 'children': [], 'value': '"Cannot backdate to time earlier than last stamp."'},{'id': '109', 'type': 'expression_statement', 'children': ['110']},{'id': '110', 'type': 'assignment', 'children': ['111', '112']},{'id': '111', 'type': 'identifier', 'children': [], 'value': 't_stop'},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'backdate'},{'id': '113', 'type': 'expression_statement', 'children': ['114']},{'id': '114', 'type': 'assignment', 'children': ['115', '116']},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'unique'},{'id': '116', 'type': 'conditional_expression', 'children': ['117', '120', '128'], 'value': 'if'},{'id': '117', 'type': 'subscript', 'children': ['118', '119']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'SET'},{'id': '119', 'type': 'string', 'children': [], 'value': "'UN'"},{'id': '120', 'type': '()', 'children': ['121']},{'id': '121', 'type': 'boolean_operator', 'children': ['122', '125'], 'value': 'and'},{'id': '122', 'type': 'comparison_operator', 'children': ['123', '124'], 'value': 'is'},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'unique'},{'id': '124', 'type': 'None', 'children': []},{'id': '125', 'type': 'comparison_operator', 'children': ['126', '127'], 'value': 'is'},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'un'},{'id': '127', 'type': 'None', 'children': []},{'id': '128', 'type': 'call', 'children': ['129', '130']},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'bool'},{'id': '130', 'type': 'argument_list', 'children': ['131']},{'id': '131', 'type': 'boolean_operator', 'children': ['132', '133'], 'value': 'or'},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'unique'},{'id': '133', 'type': 'identifier', 'children': [], 'value': 'un'},{'id': '134', 'type': 'expression_statement', 'children': ['135']},{'id': '135', 'type': 'assignment', 'children': ['136', '137']},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'keep_subdivisions'},{'id': '137', 'type': 'conditional_expression', 'children': ['138', '141', '149'], 'value': 'if'},{'id': '138', 'type': 'subscript', 'children': ['139', '140']},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'SET'},{'id': '140', 'type': 'string', 'children': [], 'value': "'KS'"},{'id': '141', 'type': '()', 'children': ['142']},{'id': '142', 'type': 'boolean_operator', 'children': ['143', '146'], 'value': 'and'},{'id': '143', 'type': 'comparison_operator', 'children': ['144', '145'], 'value': 'is'},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'keep_subdivisions'},{'id': '145', 'type': 'None', 'children': []},{'id': '146', 'type': 'comparison_operator', 'children': ['147', '148'], 'value': 'is'},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'ks'},{'id': '148', 'type': 'None', 'children': []},{'id': '149', 'type': 'call', 'children': ['150', '151']},{'id': '150', 'type': 'identifier', 'children': [], 'value': 'bool'},{'id': '151', 'type': 'argument_list', 'children': ['152']},{'id': '152', 'type': 'boolean_operator', 'children': ['153', '154'], 'value': 'or'},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'keep_subdivisions'},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'ks'},{'id': '155', 'type': 'expression_statement', 'children': ['156']},{'id': '156', 'type': 'assignment', 'children': ['157', '158']},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'quick_print'},{'id': '158', 'type': 'conditional_expression', 'children': ['159', '162', '170'], 'value': 'if'},{'id': '159', 'type': 'subscript', 'children': ['160', '161']},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'SET'},{'id': '161', 'type': 'string', 'children': [], 'value': "'QP'"},{'id': '162', 'type': '()', 'children': ['163']},{'id': '163', 'type': 'boolean_operator', 'children': ['164', '167'], 'value': 'and'},{'id': '164', 'type': 'comparison_operator', 'children': ['165', '166'], 'value': 'is'},{'id': '165', 'type': 'identifier', 'children': [], 'value': 'quick_print'},{'id': '166', 'type': 'None', 'children': []},{'id': '167', 'type': 'comparison_operator', 'children': ['168', '169'], 'value': 'is'},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'qp'},{'id': '169', 'type': 'None', 'children': []},{'id': '170', 'type': 'call', 'children': ['171', '172']},{'id': '171', 'type': 'identifier', 'children': [], 'value': 'bool'},{'id': '172', 'type': 'argument_list', 'children': ['173']},{'id': '173', 'type': 'boolean_operator', 'children': ['174', '175'], 'value': 'or'},{'id': '174', 'type': 'identifier', 'children': [], 'value': 'quick_print'},{'id': '175', 'type': 'identifier', 'children': [], 'value': 'qp'},{'id': '176', 'type': 'if_statement', 'children': ['177', '180', '212']},{'id': '177', 'type': 'comparison_operator', 'children': ['178', '179'], 'value': 'is'},{'id': '178', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '179', 'type': 'None', 'children': []},{'id': '180', 'type': 'block', 'children': ['181', '193', '203']},{'id': '181', 'type': 'if_statement', 'children': ['182', '187']},{'id': '182', 'type': 'attribute', 'children': ['183', '186']},{'id': '183', 'type': 'attribute', 'children': ['184', '185']},{'id': '184', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '185', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '186', 'type': 'identifier', 'children': [], 'value': 'paused'},{'id': '187', 'type': 'block', 'children': ['188']},{'id': '188', 'type': 'raise_statement', 'children': ['189']},{'id': '189', 'type': 'call', 'children': ['190', '191']},{'id': '190', 'type': 'identifier', 'children': [], 'value': 'PausedError'},{'id': '191', 'type': 'argument_list', 'children': ['192']},{'id': '192', 'type': 'string', 'children': [], 'value': '"Cannot stamp paused timer."'},{'id': '193', 'type': 'expression_statement', 'children': ['194']},{'id': '194', 'type': 'assignment', 'children': ['195', '196']},{'id': '195', 'type': 'identifier', 'children': [], 'value': 'elapsed'},{'id': '196', 'type': 'binary_operator', 'children': ['197', '198'], 'value': '-'},{'id': '197', 'type': 'identifier', 'children': [], 'value': 't_stop'},{'id': '198', 'type': 'attribute', 'children': ['199', '202']},{'id': '199', 'type': 'attribute', 'children': ['200', '201']},{'id': '200', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '201', 'type': 'identifier', 'children': [], 'value': 't'},{'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']},{'id': '32', 'type': 'string', 'children': [], 'value': '"acl and identifier are required when formatting a GMetaEntry."'},{'id': '33', 'type': 'if_statement', 'children': ['34', '39']},{'id': '34', 'type': 'call', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '36', 'type': 'argument_list', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'acl'},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'str'},{'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': 'acl'},{'id': '43', 'type': 'list', 'children': ['44'], 'value': '[acl]'},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'acl'},{'id': '45', 'type': 'expression_statement', 'children': ['46']},{'id': '46', 'type': 'assignment', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'prefixed_acl'},{'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'},{'id': '128', 'type': 'block', 'children': ['129']},{'id': '129', 'type': 'return_statement', 'children': ['130']},{'id': '130', 'type': 'dictionary', 'children': ['131', '134', '137', '140']},{'id': '131', 'type': 'pair', 'children': ['132', '133']},{'id': '132', 'type': 'string', 'children': [], 'value': '"@datatype"'},{'id': '133', 'type': 'string', 'children': [], 'value': '"GIngest"'},{'id': '134', 'type': 'pair', 'children': ['135', '136']},{'id': '135', 'type': 'string', 'children': [], 'value': '"@version"'},{'id': '136', 'type': 'string', 'children': [], 'value': '"2016-11-09"'},{'id': '137', 'type': 'pair', 'children': ['138', '139']},{'id': '138', 'type': 'string', 'children': [], 'value': '"ingest_type"'},{'id': '139', 'type': 'string', 'children': [], 'value': '"GMetaList"'},{'id': '140', 'type': 'pair', 'children': ['141', '142']},{'id': '141', 'type': 'string', 'children': [], 'value': '"ingest_data"'},{'id': '142', 'type': 'dictionary', 'children': ['143', '146', '149']},{'id': '143', 'type': 'pair', 'children': ['144', '145']},{'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'},{'id': '168', 'type': 'string', 'children': [], 'value': '"\' into GMeta."'} | 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.") |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '12']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'insensitive_comparison'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'item1'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'item2'},{'id': '6', 'type': 'default_parameter', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'type_insensitive'},{'id': '8', 'type': 'False', 'children': []},{'id': '9', 'type': 'default_parameter', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'string_insensitive'},{'id': '11', 'type': 'False', 'children': []},{'id': '12', 'type': 'block', 'children': ['13', '29']},{'id': '13', 'type': 'if_statement', 'children': ['14', '26']},{'id': '14', 'type': 'boolean_operator', 'children': ['15', '17'], 'value': 'and'},{'id': '15', 'type': 'not_operator', 'children': ['16']},{'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'},{'id': '80', 'type': 'argument_list', 'children': []},{'id': '81', 'type': 'keyword_argument', 'children': ['82', '83']},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'type_insensitive'},{'id': '83', 'type': 'True', 'children': []},{'id': '84', 'type': 'block', 'children': ['85']},{'id': '85', 'type': 'return_statement', 'children': ['86']},{'id': '86', 'type': 'False', 'children': []},{'id': '87', 'type': 'for_statement', 'children': ['88', '91', '96']},{'id': '88', 'type': 'pattern_list', 'children': ['89', '90']},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'val'},{'id': '91', 'type': 'call', 'children': ['92', '95']},{'id': '92', 'type': 'attribute', 'children': ['93', '94']},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'item1'},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '95', 'type': 'argument_list', 'children': []},{'id': '96', 'type': 'block', 'children': ['97']},{'id': '97', 'type': 'if_statement', 'children': ['98', '114']},{'id': '98', 'type': 'not_operator', 'children': ['99']},{'id': '99', 'type': 'call', 'children': ['100', '101']},{'id': '100', 'type': 'identifier', 'children': [], 'value': 'insensitive_comparison'},{'id': '101', 'type': 'argument_list', 'children': ['102', '105', '108', '111']},{'id': '102', 'type': 'subscript', 'children': ['103', '104']},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'item1'},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '105', 'type': 'subscript', 'children': ['106', '107']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'item2'},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '108', 'type': 'keyword_argument', 'children': ['109', '110']},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'type_insensitive'},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'type_insensitive'},{'id': '111', 'type': 'keyword_argument', 'children': ['112', '113']},{'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']},{'id': '128', 'type': 'call', 'children': ['129', '130']},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '130', 'type': 'argument_list', 'children': ['131', '132']},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'item2'},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '133', 'type': 'block', 'children': ['134']},{'id': '134', 'type': 'return_statement', 'children': ['135']},{'id': '135', 'type': 'False', 'children': []},{'id': '136', 'type': 'if_statement', 'children': ['137', '150']},{'id': '137', 'type': 'boolean_operator', 'children': ['138', '148'], 'value': 'and'},{'id': '138', 'type': 'not_operator', 'children': ['139']},{'id': '139', 'type': 'comparison_operator', 'children': ['140', '144'], 'value': '=='},{'id': '140', 'type': 'call', 'children': ['141', '142']},{'id': '141', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '142', 'type': 'argument_list', 'children': ['143']},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'item1'},{'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': 'item2'},{'id': '148', 'type': 'not_operator', 'children': ['149']},{'id': '149', 'type': 'identifier', 'children': [], 'value': 'string_insensitive'},{'id': '150', 'type': 'block', 'children': ['151']},{'id': '151', 'type': 'return_statement', 'children': ['152']},{'id': '152', 'type': 'False', 'children': []},{'id': '153', 'type': 'if_statement', 'children': ['154', '155', '226']},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'string_insensitive'},{'id': '155', 'type': 'block', 'children': ['156', '176', '195', '214']},{'id': '156', 'type': 'if_statement', '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': 'item1'},{'id': '162', 'type': 'integer', 'children': [], 'value': '1'},{'id': '163', 'type': 'block', 'children': ['164']},{'id': '164', 'type': 'return_statement', 'children': ['165']},{'id': '165', 'type': 'comparison_operator', 'children': ['166', '171'], 'value': '=='},{'id': '166', 'type': 'call', 'children': ['167', '170']},{'id': '167', 'type': 'attribute', 'children': ['168', '169']},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'item1'},{'id': '169', 'type': 'identifier', 'children': [], 'value': 'lower'},{'id': '170', 'type': 'argument_list', 'children': []},{'id': '171', 'type': 'call', 'children': ['172', '175']},{'id': '172', 'type': 'attribute', 'children': ['173', '174']},{'id': '173', 'type': 'identifier', 'children': [], 'value': 'item2'},{'id': '174', 'type': 'identifier', 'children': [], 'value': 'lower'},{'id': '175', 'type': 'argument_list', 'children': []},{'id': '176', 'type': 'expression_statement', 'children': ['177']},{'id': '177', 'type': 'assignment', 'children': ['178', '179']},{'id': '178', 'type': 'identifier', 'children': [], 'value': 'item1_list'},{'id': '179', 'type': 'list_comprehension', 'children': ['180', '181', '188']},{'id': '180', 'type': 'identifier', 'children': [], 'value': 'c'},{'id': '181', 'type': 'for_in_clause', 'children': ['182', '183']},{'id': '182', 'type': 'identifier', 'children': [], 'value': 'c'},{'id': '183', 'type': 'call', 'children': ['184', '187']},{'id': '184', 'type': 'attribute', 'children': ['185', '186']},{'id': '185', 'type': 'identifier', 'children': [], 'value': 'item1'},{'id': '186', 'type': 'identifier', 'children': [], 'value': 'lower'},{'id': '187', 'type': 'argument_list', 'children': []},{'id': '188', 'type': 'if_clause', 'children': ['189']},{'id': '189', 'type': 'not_operator', 'children': ['190']},{'id': '190', 'type': 'call', 'children': ['191', '194']},{'id': '191', 'type': 'attribute', 'children': ['192', '193']},{'id': '192', 'type': 'identifier', 'children': [], 'value': 'c'},{'id': '193', 'type': 'identifier', 'children': [], 'value': 'isspace'},{'id': '194', 'type': 'argument_list', 'children': []},{'id': '195', 'type': 'expression_statement', 'children': ['196']},{'id': '196', 'type': 'assignment', 'children': ['197', '198']},{'id': '197', 'type': 'identifier', 'children': [], 'value': 'item2_list'},{'id': '198', 'type': 'list_comprehension', 'children': ['199', '200', '207']},{'id': '199', 'type': 'identifier', 'children': [], 'value': 'c'},{'id': '200', 'type': 'for_in_clause', 'children': ['201', '202']},{'id': '201', 'type': 'identifier', 'children': [], 'value': 'c'},{'id': '202', 'type': 'call', 'children': ['203', '206']},{'id': '203', 'type': 'attribute', 'children': ['204', '205']},{'id': '204', 'type': 'identifier', 'children': [], 'value': 'item2'},{'id': '205', 'type': 'identifier', 'children': [], 'value': 'lower'},{'id': '206', 'type': 'argument_list', 'children': []},{'id': '207', 'type': 'if_clause', 'children': ['208']},{'id': '208', 'type': 'not_operator', 'children': ['209']},{'id': '209', 'type': 'call', 'children': ['210', '213']},{'id': '210', 'type': 'attribute', 'children': ['211', '212']},{'id': '211', 'type': 'identifier', 'children': [], 'value': 'c'},{'id': '212', 'type': 'identifier', 'children': [], 'value': 'isspace'},{'id': '213', 'type': 'argument_list', 'children': []},{'id': '214', 'type': 'return_statement', 'children': ['215']},{'id': '215', 'type': 'call', 'children': ['216', '217']},{'id': '216', 'type': 'identifier', 'children': [], 'value': 'insensitive_comparison'},{'id': '217', 'type': 'argument_list', 'children': ['218', '219', '220', '223']},{'id': '218', 'type': 'identifier', 'children': [], 'value': 'item1_list'},{'id': '219', 'type': 'identifier', 'children': [], 'value': 'item2_list'},{'id': '220', 'type': 'keyword_argument', 'children': ['221', '222']},{'id': '221', 'type': 'identifier', 'children': [], 'value': 'type_insensitive'},{'id': '222', 'type': 'identifier', 'children': [], 'value': 'type_insensitive'},{'id': '223', 'type': 'keyword_argument', 'children': ['224', '225']},{'id': '224', 'type': 'identifier', 'children': [], 'value': 'string_insensitive'},{'id': '225', 'type': 'identifier', 'children': [], 'value': 'string_insensitive'},{'id': '226', 'type': 'else_clause', 'children': ['227']},{'id': '227', 'type': 'block', 'children': ['228']},{'id': '228', 'type': 'return_statement', 'children': ['229']},{'id': '229', 'type': 'comparison_operator', 'children': ['230', '231'], 'value': '=='},{'id': '230', 'type': 'identifier', 'children': [], 'value': 'item1'},{'id': '231', 'type': 'identifier', 'children': [], 'value': 'item2'},{'id': '232', 'type': 'elif_clause', 'children': ['233', '244']},{'id': '233', 'type': 'boolean_operator', 'children': ['234', '239'], 'value': 'and'},{'id': '234', 'type': 'call', 'children': ['235', '236']},{'id': '235', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '236', 'type': 'argument_list', 'children': ['237', '238']},{'id': '237', 'type': 'identifier', 'children': [], 'value': 'item1'},{'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']},{'id': '254', 'type': 'call', 'children': ['255', '256']},{'id': '255', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '256', 'type': 'argument_list', 'children': ['257', '258']},{'id': '257', 'type': 'identifier', 'children': [], 'value': 'item2'},{'id': '258', 'type': 'identifier', 'children': [], 'value': 'Iterable'},{'id': '259', 'type': 'block', 'children': ['260']},{'id': '260', 'type': 'return_statement', 'children': ['261']},{'id': '261', 'type': 'False', 'children': []},{'id': '262', 'type': 'if_statement', 'children': ['263', '273']},{'id': '263', 'type': 'not_operator', 'children': ['264']},{'id': '264', 'type': 'comparison_operator', 'children': ['265', '269'], 'value': '=='},{'id': '265', 'type': 'call', 'children': ['266', '267']},{'id': '266', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '267', 'type': 'argument_list', 'children': ['268']},{'id': '268', 'type': 'identifier', 'children': [], 'value': 'item1'},{'id': '269', 'type': 'call', 'children': ['270', '271']},{'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']},{'id': '302', 'type': 'if_statement', 'children': ['303', '314']},{'id': '303', 'type': 'call', 'children': ['304', '305']},{'id': '304', 'type': 'identifier', 'children': [], 'value': 'insensitive_comparison'},{'id': '305', 'type': 'argument_list', 'children': ['306', '307', '308', '311']},{'id': '306', 'type': 'identifier', 'children': [], 'value': 'elem'},{'id': '307', 'type': 'identifier', 'children': [], 'value': 'candidate'},{'id': '308', 'type': 'keyword_argument', 'children': ['309', '310']},{'id': '309', 'type': 'identifier', 'children': [], 'value': 'type_insensitive'},{'id': '310', 'type': 'identifier', 'children': [], 'value': 'type_insensitive'},{'id': '311', 'type': 'keyword_argument', 'children': ['312', '313']},{'id': '312', 'type': 'identifier', 'children': [], 'value': 'string_insensitive'},{'id': '313', 'type': 'identifier', 'children': [], 'value': 'string_insensitive'},{'id': '314', 'type': 'block', 'children': ['315', '319', '335']},{'id': '315', 'type': 'expression_statement', 'children': ['316']},{'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': '=='},{'id': '348', 'type': 'call', 'children': ['349', '350']},{'id': '349', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '350', 'type': 'argument_list', 'children': ['351']},{'id': '351', 'type': 'identifier', 'children': [], 'value': 'item2_copy'},{'id': '352', 'type': 'integer', 'children': [], 'value': '0'},{'id': '353', 'type': 'else_clause', 'children': ['354']},{'id': '354', 'type': 'block', 'children': ['355', '391']},{'id': '355', 'type': 'for_statement', 'children': ['356', '357', '358']},{'id': '356', 'type': 'identifier', 'children': [], 'value': 'elem'},{'id': '357', 'type': 'identifier', 'children': [], 'value': 'item2'},{'id': '358', 'type': 'block', 'children': ['359', '363', '385']},{'id': '359', 'type': 'expression_statement', 'children': ['360']},{'id': '360', 'type': 'assignment', 'children': ['361', '362']},{'id': '361', 'type': 'identifier', 'children': [], 'value': 'matched'},{'id': '362', 'type': 'False', 'children': []},{'id': '363', 'type': 'for_statement', 'children': ['364', '365', '366']},{'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'},{'id': '398', 'type': 'identifier', 'children': [], 'value': 'item2'} | 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 |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'template_to_filepath'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'template'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'metadata'},{'id': '6', 'type': 'default_parameter', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'template_patterns'},{'id': '8', 'type': 'None', 'children': []},{'id': '9', 'type': 'block', 'children': ['10', '17', '26', '33', '289']},{'id': '10', 'type': 'expression_statement', 'children': ['11']},{'id': '11', 'type': 'assignment', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '13', 'type': 'call', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'Path'},{'id': '15', 'type': 'argument_list', 'children': ['16']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'template'},{'id': '17', 'type': 'if_statement', 'children': ['18', '21']},{'id': '18', 'type': 'comparison_operator', 'children': ['19', '20'], 'value': 'is'},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'template_patterns'},{'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': 'template_patterns'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'TEMPLATE_PATTERNS'},{'id': '26', 'type': 'expression_statement', 'children': ['27']},{'id': '27', 'type': 'assignment', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'suggested_filename'},{'id': '29', 'type': 'call', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'suggest_filename'},{'id': '31', 'type': 'argument_list', 'children': ['32']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'metadata'},{'id': '33', 'type': 'if_statement', 'children': ['34', '49', '57', '249', '267', '283']},{'id': '34', 'type': '()', 'children': ['35']},{'id': '35', 'type': 'boolean_operator', 'children': ['36', '43'], 'value': 'or'},{'id': '36', 'type': 'comparison_operator', 'children': ['37', '38'], 'value': '=='},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '38', 'type': 'call', 'children': ['39', '42']},{'id': '39', 'type': 'attribute', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'Path'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'cwd'},{'id': '42', 'type': 'argument_list', 'children': []},{'id': '43', 'type': 'comparison_operator', 'children': ['44', '45'], 'value': '=='},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '45', 'type': 'call', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'Path'},{'id': '47', 'type': 'argument_list', 'children': ['48']},{'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': '()', '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']},{'id': '190', 'type': 'call', 'children': ['191', '194']},{'id': '191', 'type': 'attribute', 'children': ['192', '193']},{'id': '192', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '193', 'type': 'identifier', 'children': [], 'value': 'endswith'},{'id': '194', 'type': 'argument_list', 'children': ['195']},{'id': '195', 'type': 'string', 'children': [], 'value': "'2%'"},{'id': '196', 'type': 'block', 'children': ['197']},{'id': '197', 'type': 'expression_statement', 'children': ['198']},{'id': '198', 'type': 'assignment', 'children': ['199', '202']},{'id': '199', 'type': 'subscript', 'children': ['200', '201']},{'id': '200', 'type': 'identifier', 'children': [], 'value': 'metadata'},{'id': '201', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '202', 'type': 'call', 'children': ['203', '206']},{'id': '203', 'type': 'attribute', 'children': ['204', '205']},{'id': '204', 'type': 'identifier', 'children': [], 'value': 'number'},{'id': '205', 'type': 'identifier', 'children': [], 'value': 'zfill'},{'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'},{'id': '222', 'type': 'identifier', 'children': [], 'value': 'replace'},{'id': '223', 'type': 'argument_list', 'children': ['224', '225']},{'id': '224', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '225', 'type': 'call', 'children': ['226', '227']},{'id': '226', 'type': 'identifier', 'children': [], 'value': 'list_to_single_value'},{'id': '227', 'type': 'argument_list', 'children': ['228']},{'id': '228', 'type': 'subscript', 'children': ['229', '230']},{'id': '229', 'type': 'identifier', 'children': [], 'value': 'metadata'},{'id': '230', 'type': 'identifier', 'children': [], 'value': 'field'},{'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': 'parts'},{'id': '235', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '236', 'type': 'argument_list', 'children': ['237']},{'id': '237', 'type': 'call', 'children': ['238', '239']},{'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']},{'id': '290', 'type': 'identifier', 'children': [], 'value': 'filepath'} | 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'},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'station_codes'},{'id': '17', 'type': 'None', 'children': []},{'id': '18', 'type': 'block', 'children': ['19']},{'id': '19', 'type': 'return_statement', 'children': ['20']},{'id': '20', 'type': 'attribute', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'station_codes'},{'id': '23', 'type': 'expression_statement', 'children': ['24']},{'id': '24', 'type': 'assignment', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'state_urls'},{'id': '26', 'type': 'call', 'children': ['27', '30']},{'id': '27', 'type': 'attribute', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '29', 'type': 'identifier', 'children': [], 'value': '_get_state_urls'},{'id': '30', 'type': 'argument_list', 'children': []},{'id': '31', 'type': 'expression_statement', 'children': ['32']},{'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': '()', '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']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '17', 'type': 'string', 'children': [], 'value': '"q"'},{'id': '18', 'type': 'subscript', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'BLANK_QUERY'},{'id': '20', 'type': 'string', 'children': [], 'value': '"q"'},{'id': '21', 'type': 'block', 'children': ['22']},{'id': '22', 'type': 'raise_statement', 'children': ['23']},{'id': '23', 'type': 'call', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '25', 'type': 'argument_list', 'children': ['26']},{'id': '26', 'type': 'string', 'children': [], 'value': '"No query specified."'},{'id': '27', 'type': 'expression_statement', 'children': ['28']},{'id': '28', 'type': 'assignment', 'children': ['29', '32']},{'id': '29', 'type': 'subscript', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '31', 'type': 'string', 'children': [], 'value': '"q"'},{'id': '32', 'type': 'call', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': '_clean_query_string'},{'id': '34', 'type': 'argument_list', 'children': ['35']},{'id': '35', 'type': 'subscript', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '37', 'type': 'string', 'children': [], 'value': '"q"'},{'id': '38', 'type': 'if_statement', 'children': ['39', '44', '56']},{'id': '39', 'type': 'comparison_operator', 'children': ['40', '43'], 'value': 'is'},{'id': '40', 'type': 'subscript', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '42', 'type': 'string', 'children': [], 'value': '"limit"'},{'id': '43', 'type': 'None', 'children': []},{'id': '44', 'type': 'block', 'children': ['45']},{'id': '45', 'type': 'expression_statement', 'children': ['46']},{'id': '46', 'type': 'assignment', 'children': ['47', '50']},{'id': '47', 'type': 'subscript', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '49', 'type': 'string', 'children': [], 'value': '"limit"'},{'id': '50', 'type': 'conditional_expression', 'children': ['51', '52', '55'], 'value': 'if'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'SEARCH_LIMIT'},{'id': '52', 'type': 'subscript', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '54', 'type': 'string', 'children': [], 'value': '"advanced"'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'NONADVANCED_LIMIT'},{'id': '56', 'type': 'elif_clause', 'children': ['57', '62']},{'id': '57', 'type': 'comparison_operator', 'children': ['58', '61'], 'value': '>'},{'id': '58', 'type': 'subscript', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '60', 'type': 'string', 'children': [], 'value': '"limit"'},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'SEARCH_LIMIT'},{'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']},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'query'} | 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']},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'block_map'} | 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': 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'IncompatiblePlatesError'},{'id': '192', 'type': 'argument_list', 'children': ['193']},{'id': '193', 'type': 'string', 'children': [], 'value': '"Require an input plate to match all but one of the output plates"'},{'id': '194', 'type': 'if_statement', 'children': ['195', '202', '209']},{'id': '195', 'type': 'comparison_operator', 'children': ['196', '199'], 'value': '=='},{'id': '196', 'type': 'subscript', 'children': ['197', '198']},{'id': '197', 'type': 'identifier', 'children': [], 'value': 'output_plates'},{'id': '198', 'type': 'integer', 'children': [], 'value': '0'},{'id': '199', 'type': 'subscript', 'children': ['200', '201']},{'id': '200', 'type': 'identifier', 'children': [], 'value': 'input_plates'},{'id': '201', 'type': 'integer', 'children': [], 'value': '0'},{'id': '202', 'type': 'block', 'children': ['203']},{'id': '203', 'type': 'expression_statement', 'children': ['204']},{'id': '204', 'type': 'assignment', 'children': ['205', '206']},{'id': '205', 'type': 'identifier', 'children': [], 'value': 'output_plate'},{'id': '206', 'type': 'subscript', 'children': ['207', '208']},{'id': '207', 'type': 'identifier', 'children': [], 'value': 'output_plates'},{'id': '208', 'type': 'integer', 'children': [], 'value': '1'},{'id': '209', 'type': 'else_clause', 'children': ['210']},{'id': '210', 'type': 'block', 'children': ['211', '229', '235']},{'id': '211', 'type': 'if_statement', 'children': ['212', '223']},{'id': '212', 'type': 'comparison_operator', 'children': ['213', '218'], 'value': '!='},{'id': '213', 'type': 'attribute', 'children': ['214', '217']},{'id': '214', 'type': 'subscript', 'children': ['215', '216']},{'id': '215', 'type': 'identifier', 'children': [], 'value': 'output_plates'},{'id': '216', 'type': 'integer', 'children': [], 'value': '1'},{'id': '217', 'type': 'identifier', 'children': [], 'value': 'plate_id'},{'id': '218', 'type': 'attribute', 'children': ['219', '222']},{'id': '219', 'type': 'subscript', 'children': ['220', '221']},{'id': '220', 'type': 'identifier', 'children': [], 'value': 'input_plates'},{'id': '221', 'type': 'integer', 'children': [], 'value': '0'},{'id': '222', 'type': 'identifier', 'children': [], 'value': 'plate_id'},{'id': '223', 'type': 'block', 'children': ['224']},{'id': '224', 'type': 'raise_statement', 'children': ['225']},{'id': '225', 'type': 'call', 'children': ['226', '227']},{'id': '226', 'type': 'identifier', 'children': [], 'value': 'IncompatiblePlatesError'},{'id': '227', 'type': 'argument_list', 'children': ['228']},{'id': '228', 'type': 'string', 'children': [], 'value': '"Require an input plate to match all but one of the output plates"'},{'id': '229', 'type': 'expression_statement', 'children': ['230']},{'id': '230', 'type': 'assignment', 'children': ['231', '232']},{'id': '231', 'type': 'identifier', 'children': [], 'value': 'output_plate'},{'id': '232', 'type': 'subscript', 'children': ['233', '234']},{'id': '233', 'type': 'identifier', 'children': [], 'value': 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'children': [], 'value': 'parent'},{'id': '264', 'type': 'attribute', 'children': ['265', '268']},{'id': '265', 'type': 'subscript', 'children': ['266', '267']},{'id': '266', 'type': 'identifier', 'children': [], 'value': 'input_plates'},{'id': '267', 'type': 'integer', 'children': [], 'value': '0'},{'id': '268', 'type': 'identifier', 'children': [], 'value': 'parent'},{'id': '269', 'type': 'while_statement', 'children': ['270', '273']},{'id': '270', 'type': 'comparison_operator', 'children': ['271', '272'], 'value': 'is'},{'id': '271', 'type': 'identifier', 'children': [], 'value': 'parent'},{'id': '272', 'type': 'None', 'children': []},{'id': '273', 'type': 'block', 'children': ['274', '290']},{'id': '274', 'type': 'if_statement', 'children': ['275', '284']},{'id': '275', 'type': 'comparison_operator', 'children': ['276', '279'], 'value': '=='},{'id': '276', 'type': 'attribute', 'children': ['277', '278']},{'id': '277', 'type': 'identifier', 'children': [], 'value': 'parent'},{'id': 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'identifier', 'children': [], 'value': 'splitting_node'},{'id': '322', 'type': 'identifier', 'children': [], 'value': 'splitting_node'},{'id': '323', 'type': 'keyword_argument', 'children': ['324', '325']},{'id': '324', 'type': 'identifier', 'children': [], 'value': 'input_plate'},{'id': '325', 'type': 'subscript', 'children': ['326', '327']},{'id': '326', 'type': 'identifier', 'children': [], 'value': 'input_plates'},{'id': '327', 'type': 'integer', 'children': [], 'value': '0'},{'id': '328', 'type': 'keyword_argument', 'children': ['329', '330']},{'id': '329', 'type': 'identifier', 'children': [], 'value': 'output_plates'},{'id': '330', 'type': 'identifier', 'children': [], 'value': 'output_plates'},{'id': '331', 'type': 'expression_statement', 'children': ['332']},{'id': '332', 'type': 'call', 'children': ['333', '336']},{'id': '333', 'type': 'attribute', 'children': ['334', '335']},{'id': '334', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '335', 'type': 'identifier', 'children': [], 'value': '_add_factor'},{'id': '336', 'type': 'argument_list', 'children': ['337']},{'id': '337', 'type': 'identifier', 'children': [], 'value': 'factor'},{'id': '338', 'type': 'return_statement', 'children': ['339']},{'id': '339', 'type': 'identifier', 'children': [], 'value': 'factor'} | 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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'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': 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'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': 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'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']},{'id': '230', 'type': 'identifier', 'children': [], 'value': 'd'} | 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 |
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'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']},{'id': '258', 'type': 'identifier', 'children': [], 'value': 'kwargs'} | 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']},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'sources'} | 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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'46', 'type': 'block', 'children': ['47']},{'id': '47', 'type': 'raise_statement', 'children': ['48']},{'id': '48', 'type': 'call', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '50', 'type': 'argument_list', 'children': ['51']},{'id': '51', 'type': 'call', 'children': ['52', '55']},{'id': '52', 'type': 'attribute', 'children': ['53', '54']},{'id': '53', 'type': 'string', 'children': [], 'value': '"Splitting node cannot live on multiple plates for factor {}"'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '55', 'type': 'argument_list', 'children': ['56']},{'id': '56', 'type': 'attribute', 'children': ['57', '58']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'factor_id'},{'id': '59', 'type': 'if_statement', 'children': ['60', '75']},{'id': '60', 'type': 'boolean_operator', 'children': ['61', '65'], 'value': 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'raise_statement', 'children': ['77']},{'id': '77', 'type': 'call', 'children': ['78', '79']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '79', 'type': 'argument_list', 'children': ['80']},{'id': '80', 'type': 'string', 'children': [], 'value': '"Splitting node cannot live on a plate if there is no input plate"'},{'id': '81', 'type': 'expression_statement', 'children': ['82']},{'id': '82', 'type': 'assignment', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'splitting_plate'},{'id': '84', 'type': 'subscript', 'children': ['85', '90']},{'id': '85', 'type': 'attribute', 'children': ['86', '89']},{'id': '86', 'type': 'attribute', 'children': ['87', '88']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'splitting_node'},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'plates'},{'id': '90', 'type': 'integer', 'children': [], 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'226']},{'id': '223', 'type': 'attribute', 'children': ['224', '225']},{'id': '224', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '225', 'type': 'identifier', 'children': [], 'value': 'splitting_node'},{'id': '226', 'type': 'identifier', 'children': [], 'value': 'streams'},{'id': '227', 'type': 'identifier', 'children': [], 'value': 'ppv'},{'id': '228', 'type': 'else_clause', 'children': ['229']},{'id': '229', 'type': 'block', 'children': ['230']},{'id': '230', 'type': 'raise_statement', 'children': ['231']},{'id': '231', 'type': 'call', 'children': ['232', '233']},{'id': '232', 'type': 'identifier', 'children': [], 'value': 'IncompatiblePlatesError'},{'id': '233', 'type': 'argument_list', 'children': ['234']},{'id': '234', 'type': 'call', 'children': ['235', '238']},{'id': '235', 'type': 'attribute', 'children': ['236', '237']},{'id': '236', 'type': 'string', 'children': [], 'value': '"Splitting node plate {} does not match input plate {} for factor {}"'},{'id': '237', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '238', 'type': 'argument_list', 'children': ['239', '242', '249']},{'id': '239', 'type': 'attribute', 'children': ['240', '241']},{'id': '240', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '241', 'type': 'identifier', 'children': [], 'value': 'input_plate'},{'id': '242', 'type': 'subscript', 'children': ['243', '248']},{'id': '243', 'type': 'attribute', 'children': ['244', '247']},{'id': '244', 'type': 'attribute', 'children': ['245', '246']},{'id': '245', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '246', 'type': 'identifier', 'children': [], 'value': 'splitting_node'},{'id': '247', 'type': 'identifier', 'children': [], 'value': 'plates'},{'id': '248', 'type': 'integer', 'children': [], 'value': '0'},{'id': '249', 'type': 'attribute', 'children': ['250', '251']},{'id': '250', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '251', 'type': 'identifier', 'children': [], 'value': 'factor_id'},{'id': '252', 'type': 'return_statement', 'children': ['253']},{'id': '253', 'type': 'identifier', 'children': [], 'value': 'splitting_stream'} | 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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'dictionary_splat_pattern', 'children': ['15']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'kw'},{'id': '16', 'type': 'block', 'children': ['17', '121']},{'id': '17', 'type': 'if_statement', 'children': ['18', '21']},{'id': '18', 'type': 'comparison_operator', 'children': ['19', '20'], 'value': '=='},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'method'},{'id': '20', 'type': 'string', 'children': [], 'value': "'turchin'"},{'id': '21', 'type': 'block', 'children': ['22']},{'id': '22', 'type': 'for_statement', 'children': ['23', '24', '29']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'row'},{'id': '24', 'type': 'subscript', 'children': ['25', '28']},{'id': '25', 'type': 'attribute', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'dataset'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'objects'},{'id': '28', 'type': 'string', 'children': [], 'value': "'FormTable'"},{'id': '29', 'type': 'block', 'children': ['30', '47', '61', '82', '95']},{'id': '30', 'type': 'expression_statement', 'children': ['31']},{'id': '31', 'type': 'assignment', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'sounds'},{'id': '33', 'type': 'call', 'children': ['34', '37']},{'id': '34', 'type': 'attribute', 'children': ['35', '36']},{'id': '35', 'type': 'string', 'children': [], 'value': "''"},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '37', 'type': 'argument_list', 'children': ['38']},{'id': '38', 'type': 'call', 'children': ['39', '42']},{'id': '39', 'type': 'attribute', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'lingpy'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'tokens2class'},{'id': '42', 'type': 'argument_list', 'children': ['43', '46']},{'id': '43', 'type': 'subscript', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'row'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'column'},{'id': '46', 'type': 'string', 'children': [], 'value': "'dolgo'"},{'id': '47', 'type': 'if_statement', 'children': ['48', '54']},{'id': '48', 'type': 'call', 'children': ['49', '52']},{'id': '49', 'type': 'attribute', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'sounds'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'startswith'},{'id': '52', 'type': 'argument_list', 'children': ['53']},{'id': '53', 'type': 'string', 'children': [], 'value': "'V'"},{'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': 'sounds'},{'id': '58', 'type': 'binary_operator', 'children': ['59', '60'], 'value': '+'},{'id': '59', 'type': 'string', 'children': [], 'value': "'H'"},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'sounds'},{'id': '61', 'type': 'expression_statement', 'children': ['62']},{'id': '62', 'type': 'assignment', 'children': ['63', '64']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'sounds'},{'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': []},{'id': '140', 'type': 'identifier', 'children': [], 'value': 'value'} | 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': '()', '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': '()', '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'},{'id': '48', 'type': 'identifier', 'children': [], 'value': '_pmt_angles'} | 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']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'new_point'} | 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']},{'id': '48', 'type': 'integer', 'children': [], 'value': '1'},{'id': '49', 'type': 'binary_operator', 'children': ['50', '51'], 'value': '+'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'numCands'},{'id': '51', 'type': 'integer', 'children': [], 'value': '1'},{'id': '52', 'type': 'block', 'children': ['53']},{'id': '53', 'type': 'for_statement', 'children': ['54', '55', '62']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '55', 'type': 'call', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '57', 'type': 'argument_list', 'children': ['58', '59']},{'id': '58', 'type': 'integer', 'children': [], 'value': '1'},{'id': '59', 'type': 'binary_operator', 'children': ['60', '61'], 'value': '+'},{'id': '60', 'type': 'identifier', 'children': [], 'value': 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'children': [], 'value': 'j'},{'id': '167', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '168', 'type': 'call', 'children': ['169', '170']},{'id': '169', 'type': 'identifier', 'children': [], 'value': 'min'},{'id': '170', 'type': 'argument_list', 'children': ['171', '176']},{'id': '171', 'type': 'subscript', 'children': ['172', '175']},{'id': '172', 'type': 'subscript', 'children': ['173', '174']},{'id': '173', 'type': 'identifier', 'children': [], 'value': 'strongestPaths'},{'id': '174', 'type': 'identifier', 'children': [], 'value': 'j'},{'id': '175', 'type': 'identifier', 'children': [], 'value': 'i'},{'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']},{'id': '182', 'type': 'identifier', 'children': [], 'value': 'strongestPaths'} | 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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'children': ['150']},{'id': '150', 'type': 'augmented_assignment', 'children': ['151', '156'], 'value': '+='},{'id': '151', 'type': 'subscript', 'children': ['152', '155']},{'id': '152', 'type': 'subscript', 'children': ['153', '154']},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'pairwisePreferences'},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'cand1'},{'id': '155', 'type': 'identifier', 'children': [], 'value': 'cand2'},{'id': '156', 'type': 'binary_operator', 'children': ['157', '158'], 'value': '*'},{'id': '157', 'type': 'integer', 'children': [], 'value': '1'},{'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']},{'id': '184', 'type': 'identifier', 'children': [], 'value': 'pairwisePreferences'} | 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 |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'STVsocwinners'},{'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', '23', '29', '64', '78', '85', '91', '97', '106', '110', '117', '264']},{'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']},{'id': '16', 'type': 'assignment', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'prefcounts'},{'id': '18', 'type': 'call', 'children': ['19', '22']},{'id': '19', 'type': 'attribute', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'profile'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'getPreferenceCounts'},{'id': '22', 'type': 'argument_list', 'children': []},{'id': '23', 'type': 'expression_statement', 'children': ['24']},{'id': '24', 'type': 'assignment', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '26', 'type': 'attribute', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'profile'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'numCands'},{'id': '29', 'type': 'if_statement', 'children': ['30', '38', '49']},{'id': '30', 'type': 'comparison_operator', 'children': ['31', '37'], 'value': '=='},{'id': '31', 'type': 'call', 'children': ['32', '33']},{'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', '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'},{'id': '96', 'type': 'argument_list', 'children': []},{'id': '97', 'type': 'expression_statement', 'children': ['98']},{'id': '98', 'type': 'assignment', 'children': ['99', '100']},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'root'},{'id': '100', 'type': 'call', 'children': ['101', '102']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'Node'},{'id': '102', 'type': 'argument_list', 'children': ['103']},{'id': '103', 'type': 'keyword_argument', 'children': ['104', '105']},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'startstate'},{'id': '106', 'type': 'expression_statement', 'children': ['107']},{'id': '107', 'type': 'assignment', 'children': ['108', '109']},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'stackNode'},{'id': '109', 'type': 'list', 'children': [], 'value': '[]'},{'id': '110', 'type': 'expression_statement', 'children': ['111']},{'id': '111', 'type': 'call', 'children': ['112', '115']},{'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': []},{'id': '128', 'type': 'expression_statement', 'children': ['129']},{'id': '129', 'type': 'assignment', 'children': ['130', '131']},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'state'},{'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': 'node'},{'id': '135', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'copy'},{'id': '137', 'type': 'argument_list', 'children': []},{'id': '138', 'type': 'if_statement', 'children': ['139', '154']},{'id': '139', 'type': 'boolean_operator', 'children': ['140', '146'], 'value': 'and'},{'id': '140', 'type': 'comparison_operator', 'children': ['141', '145'], 'value': '=='},{'id': '141', 'type': 'call', 'children': ['142', '143']},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '143', 'type': 'argument_list', 'children': ['144']},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'state'},{'id': '145', 'type': 'integer', 'children': [], 'value': '1'},{'id': '146', 'type': 'comparison_operator', 'children': ['147', '153'], 'value': 'not'},{'id': '147', 'type': 'subscript', 'children': ['148', '152']},{'id': '148', 'type': 'call', 'children': ['149', '150']},{'id': '149', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '150', 'type': 'argument_list', 'children': ['151']},{'id': '151', 'type': 'identifier', 'children': [], 'value': 'state'},{'id': '152', 'type': 'integer', 'children': [], 'value': '0'},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'known_winners'},{'id': '154', 'type': 'block', 'children': ['155', '167']},{'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': 'known_winners'},{'id': '159', 'type': 'identifier', 'children': [], 'value': 'add'},{'id': '160', 'type': 'argument_list', 'children': ['161']},{'id': '161', 'type': 'subscript', 'children': ['162', '166']},{'id': '162', 'type': 'call', 'children': ['163', '164']},{'id': '163', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '164', 'type': 'argument_list', 'children': ['165']},{'id': '165', 'type': 'identifier', 'children': [], 'value': 'state'},{'id': '166', 'type': 'integer', 'children': [], 'value': '0'},{'id': '167', 'type': 'continue_statement', 'children': []},{'id': '168', 'type': 'if_statement', 'children': ['169', '172']},{'id': '169', 'type': 'comparison_operator', 'children': ['170', '171'], 'value': '<='},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'state'},{'id': '171', 'type': 'identifier', 'children': [], 'value': 'known_winners'},{'id': '172', 'type': 'block', 'children': ['173']},{'id': '173', 'type': 'continue_statement', 'children': []},{'id': '174', 'type': 'expression_statement', 'children': ['175']},{'id': '175', 'type': 'assignment', 'children': ['176', '177']},{'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']},{'id': '208', 'type': 'expression_statement', 'children': ['209']},{'id': '209', 'type': 'assignment', 'children': ['210', '211']},{'id': '210', 'type': 'identifier', 'children': [], 'value': 'child_state'},{'id': '211', 'type': 'call', 'children': ['212', '215']},{'id': '212', 'type': 'attribute', 'children': ['213', '214']},{'id': '213', 'type': 'identifier', 'children': [], 'value': 'state'},{'id': '214', 'type': 'identifier', 'children': [], 'value': 'copy'},{'id': '215', 'type': 'argument_list', 'children': []},{'id': '216', 'type': 'expression_statement', 'children': ['217']},{'id': '217', 'type': 'call', 'children': ['218', '221']},{'id': '218', 'type': 'attribute', 'children': ['219', '220']},{'id': '219', 'type': 'identifier', 'children': [], 'value': 'child_state'},{'id': '220', 'type': 'identifier', 'children': [], 'value': 'remove'},{'id': '221', 'type': 'argument_list', 'children': ['222']},{'id': '222', 'type': 'identifier', 'children': [], 'value': 'to_be_deleted'},{'id': '223', 'type': 'expression_statement', 'children': ['224']},{'id': '224', 'type': 'assignment', 'children': ['225', '226']},{'id': '225', 'type': 'identifier', 'children': [], 'value': 'tpc'},{'id': '226', 'type': 'call', 'children': ['227', '228']},{'id': '227', 'type': 'identifier', 'children': [], 'value': 'tuple'},{'id': '228', 'type': 'argument_list', 'children': ['229']},{'id': '229', 'type': 'call', 'children': ['230', '231']},{'id': '230', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '231', 'type': 'argument_list', 'children': ['232']},{'id': '232', 'type': 'identifier', 'children': [], 'value': 'child_state'},{'id': '233', 'type': 'if_statement', 'children': ['234', '237', '239']},{'id': '234', 'type': 'comparison_operator', 'children': ['235', '236'], 'value': 'in'},{'id': '235', 'type': 'identifier', 'children': [], 'value': 'tpc'},{'id': '236', 'type': 'identifier', 'children': [], 'value': 'hashtable2'},{'id': '237', 'type': 'block', 'children': ['238']},{'id': '238', 'type': 'continue_statement', 'children': []},{'id': '239', 'type': 'else_clause', 'children': ['240']},{'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']},{'id': '268', 'type': 'identifier', 'children': [], 'value': 'known_winners'} | 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']},{'id': '16', 'type': 'assignment', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '18', 'type': 'attribute', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'profile'},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'numCands'},{'id': '21', 'type': 'expression_statement', 'children': ['22']},{'id': '22', 'type': 'assignment', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'prefcounts'},{'id': '24', 'type': 'call', 'children': ['25', '28']},{'id': '25', 'type': 'attribute', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'profile'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'getPreferenceCounts'},{'id': '28', 'type': 'argument_list', 'children': []},{'id': '29', 'type': 'if_statement', 'children': ['30', '38', '49']},{'id': '30', 'type': 'comparison_operator', 'children': ['31', '37'], 'value': '=='},{'id': '31', 'type': 'call', 'children': ['32', '33']},{'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'},{'id': '112', 'type': 'block', 'children': ['113', '121', '131', '161', '167', '173', '183', '205', '216']},{'id': '113', 'type': 'expression_statement', 'children': ['114']},{'id': '114', 'type': 'assignment', 'children': ['115', '116']},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '116', 'type': 'call', 'children': ['117', '120']},{'id': '117', 'type': 'attribute', 'children': ['118', '119']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'stackNode'},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'pop'},{'id': '120', 'type': 'argument_list', 'children': []},{'id': '121', 'type': 'expression_statement', 'children': ['122']},{'id': '122', 'type': 'assignment', 'children': ['123', '124']},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'state'},{'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': 'node'},{'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'},{'id': '240', 'type': 'argument_list', 'children': ['241']},{'id': '241', 'type': 'identifier', 'children': [], 'value': 'to_be_deleted'},{'id': '242', 'type': 'expression_statement', 'children': ['243']},{'id': '243', 'type': 'assignment', 'children': ['244', '245']},{'id': '244', 'type': 'identifier', 'children': [], 'value': 'tpc'},{'id': '245', 'type': 'call', 'children': ['246', '247']},{'id': '246', 'type': 'identifier', 'children': [], 'value': 'tuple'},{'id': '247', 'type': 'argument_list', 'children': ['248']},{'id': '248', 'type': 'call', 'children': ['249', '250']},{'id': '249', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '250', 'type': 'argument_list', 'children': ['251']},{'id': '251', 'type': 'identifier', 'children': [], 'value': 'child_state'},{'id': '252', 'type': 'if_statement', 'children': ['253', '256', '258']},{'id': '253', 'type': 'comparison_operator', 'children': ['254', '255'], 'value': 'in'},{'id': '254', 'type': 'identifier', 'children': [], 'value': 'tpc'},{'id': '255', 'type': 'identifier', 'children': [], 'value': 'hashtable2'},{'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']},{'id': '166', 'type': 'identifier', 'children': [], 'value': 'wmgMap'} | 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 |
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'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': 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'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'},{'id': '158', 'type': 'identifier', 'children': [], 'value': 'second_max_cand'},{'id': '159', 'type': 'else_clause', 'children': ['160']},{'id': '160', 'type': 'block', 'children': ['161', '171']},{'id': '161', 'type': 'expression_statement', 'children': ['162']},{'id': '162', 'type': 'assignment', 'children': ['163', '164']},{'id': '163', 'type': 'identifier', 'children': [], 'value': 'second_max_cand'},{'id': '164', 'type': 'subscript', 'children': ['165', '170']},{'id': '165', 'type': 'subscript', 'children': ['166', '169']},{'id': '166', 'type': 'subscript', 'children': ['167', '168']},{'id': '167', 'type': 'identifier', 'children': [], 'value': 'ranking'},{'id': '168', 'type': 'integer', 'children': [], 'value': '0'},{'id': '169', 'type': 'integer', 'children': [], 'value': '1'},{'id': '170', 'type': 'integer', 'children': [], 'value': '0'},{'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': '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'},{'id': '204', 'type': 'block', 'children': ['205', '227', '238', '256']},{'id': '205', 'type': 'expression_statement', 'children': ['206']},{'id': '206', 'type': 'assignment', 'children': ['207', '208']},{'id': '207', 'type': 'identifier', 'children': [], 'value': 'vote_top2'},{'id': '208', 'type': 'dictionary_comprehension', 'children': ['209', '212', '223']},{'id': '209', 'type': 'pair', 'children': ['210', '211']},{'id': '210', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '211', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '212', 'type': 'for_in_clause', 'children': ['213', '216']},{'id': '213', 'type': 'pattern_list', 'children': ['214', '215']},{'id': '214', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '215', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '216', 'type': 'call', 'children': ['217', '222']},{'id': '217', 'type': 'attribute', 'children': ['218', '221']},{'id': '218', 'type': 'subscript', 'children': ['219', '220']},{'id': '219', 'type': 'identifier', 'children': [], 'value': 'rankmaps'},{'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']},{'id': '310', 'type': 'identifier', 'children': [], 'value': 'known_winners'} | 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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'block', 'children': ['16', '26', '36', '42']},{'id': '16', 'type': 'if_statement', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'verbose'},{'id': '18', 'type': 'block', 'children': ['19']},{'id': '19', 'type': 'expression_statement', 'children': ['20']},{'id': '20', 'type': 'call', 'children': ['21', '24']},{'id': '21', 'type': 'attribute', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '24', 'type': 'argument_list', 'children': ['25']},{'id': '25', 'type': 'string', 'children': [], 'value': '"Caching event file offsets, this may take a bit."'},{'id': '26', 'type': 'expression_statement', 'children': ['27']},{'id': '27', 'type': 'call', 'children': ['28', '33']},{'id': '28', 'type': 'attribute', 'children': ['29', '32']},{'id': '29', 'type': 'attribute', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'blob_file'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'seek'},{'id': '33', 'type': 'argument_list', 'children': ['34', '35']},{'id': '34', 'type': 'integer', 'children': [], 'value': '0'},{'id': '35', 'type': 'integer', 'children': [], 'value': '0'},{'id': '36', 'type': 'expression_statement', 'children': ['37']},{'id': '37', 'type': 'assignment', 'children': ['38', '41']},{'id': '38', 'type': 'attribute', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'event_offsets'},{'id': '41', 'type': 'list', 'children': [], 'value': '[]'},{'id': '42', 'type': 'if_statement', 'children': ['43', '47']},{'id': '43', 'type': 'not_operator', 'children': ['44']},{'id': '44', 'type': 'attribute', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'raw_header'},{'id': '47', 'type': 'block', 'children': ['48']},{'id': '48', 'type': 'expression_statement', 'children': ['49']},{'id': '49', 'type': 'call', 'children': ['50', '55']},{'id': '50', 'type': 'attribute', 'children': ['51', '54']},{'id': '51', 'type': 'attribute', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'event_offsets'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '55', 'type': 'argument_list', 'children': ['56']},{'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': 'call', 'children': ['61', '66']},{'id': '61', 'type': 'attribute', 'children': ['62', '65']},{'id': '62', 'type': 'attribute', 'children': ['63', '64']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'blob_file'},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'seek'},{'id': '66', 'type': 'argument_list', 'children': ['67', '73']},{'id': '67', 'type': 'subscript', 'children': ['68', '71']},{'id': '68', 'type': 'attribute', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'event_offsets'},{'id': '71', 'type': 'unary_operator', 'children': ['72'], 'value': '-'},{'id': '72', 'type': 'integer', 'children': [], 'value': '1'},{'id': '73', 'type': 'integer', 'children': [], 'value': '0'},{'id': '74', 'type': 'for_statement', 'children': ['75', '76', '85']},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'line'},{'id': '76', 'type': 'call', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'iter'},{'id': '78', 'type': 'argument_list', 'children': ['79', '84']},{'id': '79', 'type': 'attribute', 'children': ['80', '83']},{'id': '80', 'type': 'attribute', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'blob_file'},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'readline'},{'id': '84', 'type': 'string', 'children': [], 'value': "''"},{'id': '85', 'type': 'block', 'children': ['86', '93', '138']},{'id': '86', 'type': 'expression_statement', 'children': ['87']},{'id': '87', 'type': 'assignment', 'children': ['88', '89']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'line'},{'id': '89', 'type': 'call', 'children': ['90', '91']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'try_decode_string'},{'id': '91', 'type': 'argument_list', 'children': ['92']},{'id': '92', 'type': 'identifier', 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'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))) |
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'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 |
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'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']},{'id': '30', 'type': 'expression_statement', 'children': ['31']},{'id': '31', 'type': 'call', 'children': ['32', '35']},{'id': '32', 'type': 'attribute', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'log'},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'critical'},{'id': '35', 'type': 'argument_list', 'children': ['36']},{'id': '36', 'type': 'call', 'children': ['37', '40']},{'id': '37', 'type': 'attribute', 'children': ['38', '39']},{'id': '38', 'type': 'string', 'children': [], 'value': '"{} -> file not found."'},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '40', 'type': 'argument_list', 'children': ['41']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'csv_filename'},{'id': '42', 'type': 'return_statement', 'children': []},{'id': '43', 'type': 'try_statement', 'children': ['44', '57']},{'id': '44', 'type': 'block', 'children': ['45']},{'id': '45', 'type': 'expression_statement', 'children': ['46']},{'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']},{'id': '158', 'type': 'call', 'children': ['159', '160']},{'id': '159', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '160', 'type': 'argument_list', 'children': ['161']},{'id': '161', 'type': 'call', 'children': ['162', '165']},{'id': '162', 'type': 'attribute', 'children': ['163', '164']},{'id': '163', 'type': 'string', 'children': [], 'value': '"Found data for parameters: {}."'},{'id': '164', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '165', 'type': 'argument_list', 'children': ['166']},{'id': '166', 'type': 'call', 'children': ['167', '170']},{'id': '167', 'type': 'attribute', 'children': ['168', '169']},{'id': '168', 'type': 'string', 'children': [], 'value': "', '"},{'id': '169', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '170', 'type': 'generator_expression', 'children': ['171', '175']},{'id': '171', 'type': 'call', 'children': ['172', '173']},{'id': '172', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '173', 'type': 'argument_list', 'children': ['174']},{'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']},{'id': '318', 'type': 'attribute', 'children': ['319', '320']},{'id': '319', 'type': 'identifier', 'children': [], 'value': 'requests'},{'id': '320', 'type': 'identifier', 'children': [], 'value': 'post'},{'id': '321', 'type': 'argument_list', 'children': ['322', '323', '329']},{'id': '322', 'type': 'identifier', 'children': [], 'value': 'RUNSUMMARY_URL'},{'id': '323', 'type': 'keyword_argument', 'children': ['324', '325']},{'id': '324', 'type': 'identifier', 'children': [], 'value': 'cookies'},{'id': '325', 'type': 'dictionary', 'children': ['326']},{'id': '326', 'type': 'pair', 'children': ['327', '328']},{'id': '327', 'type': 'identifier', 'children': [], 'value': 'cookie_key'},{'id': '328', 'type': 'identifier', 'children': [], 'value': 'sid'},{'id': '329', 'type': 'keyword_argument', 'children': ['330', '331']},{'id': '330', 'type': 'identifier', 'children': [], 'value': 'files'},{'id': '331', 'type': 'dictionary', 'children': ['332']},{'id': '332', 'type': 'pair', 'children': ['333', '334']},{'id': '333', 'type': 'string', 'children': [], 'value': "'datafile'"},{'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 |
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_movie'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'tmdb_id'},{'id': '5', 'type': 'block', 'children': ['6', '12', '21']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'redis_key'},{'id': '9', 'type': 'binary_operator', 'children': ['10', '11'], 'value': '%'},{'id': '10', 'type': 'string', 'children': [], 'value': "'m_%s'"},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'tmdb_id'},{'id': '12', 'type': 'expression_statement', 'children': ['13']},{'id': '13', 'type': 'assignment', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'cached'},{'id': '15', 'type': 'call', 'children': ['16', '19']},{'id': '16', 'type': 'attribute', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'redis_ro_conn'},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '19', 'type': 'argument_list', 'children': ['20']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'redis_key'},{'id': '21', 'type': 'if_statement', 'children': ['22', '23', '29']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'cached'},{'id': '23', 'type': 'block', 'children': ['24']},{'id': '24', 'type': 'return_statement', 'children': ['25']},{'id': '25', 'type': 'call', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'Response'},{'id': '27', 'type': 'argument_list', 'children': ['28']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'cached'},{'id': '29', 'type': 'else_clause', 'children': ['30']},{'id': '30', 'type': 'block', 'children': ['31', '85', '192', '216', '234', '256', '268', '281']},{'id': '31', 'type': 'try_statement', 'children': ['32', '60']},{'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']},{'id': '48', 'type': 'binary_operator', 'children': ['49', '50'], 'value': '%'},{'id': '49', 'type': 'string', 'children': [], 'value': "u'/movie/%d/casts'"},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'tmdb_id'},{'id': '51', 'type': 'expression_statement', 'children': ['52']},{'id': '52', 'type': 'assignment', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'alternative'},{'id': '54', 'type': 'call', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'get_on_tmdb'},{'id': '56', 'type': 'argument_list', 'children': ['57']},{'id': '57', 'type': 'binary_operator', 'children': ['58', '59'], 'value': '%'},{'id': '58', 'type': 'string', 'children': [], 'value': "u'/movie/%d/alternative_titles'"},{'id': '59', 'type': 'identifier', 'children': [], 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'pair', 'children': ['90', '91']},{'id': '90', 'type': 'string', 'children': [], 'value': "'title'"},{'id': '91', 'type': 'subscript', 'children': ['92', '93']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'details'},{'id': '93', 'type': 'string', 'children': [], 'value': "'original_title'"},{'id': '94', 'type': 'pair', 'children': ['95', '96']},{'id': '95', 'type': 'string', 'children': [], 'value': "'score'"},{'id': '96', 'type': 'subscript', 'children': ['97', '98']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'details'},{'id': '98', 'type': 'string', 'children': [], 'value': "'popularity'"},{'id': '99', 'type': 'pair', 'children': ['100', '101']},{'id': '100', 'type': 'string', 'children': [], 'value': "'directors'"},{'id': '101', 'type': 'list_comprehension', 'children': ['102', '105', '110']},{'id': '102', 'type': 'subscript', 'children': ['103', '104']},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '104', 'type': 'string', 'children': [], 'value': "'name'"},{'id': '105', 'type': 'for_in_clause', 'children': ['106', '107']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '107', 'type': 'subscript', 'children': ['108', '109']},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'cast'},{'id': '109', 'type': 'string', 'children': [], 'value': "'crew'"},{'id': '110', 'type': 'if_clause', 'children': ['111']},{'id': '111', 'type': 'boolean_operator', 'children': ['112', '117'], 'value': 'and'},{'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']},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '127', 'type': 'string', 'children': [], 'value': "'name'"},{'id': '128', 'type': 'for_in_clause', 'children': ['129', '130']},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '130', 'type': 'subscript', 'children': ['131', '132']},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'cast'},{'id': '132', 'type': 'string', 'children': [], 'value': "'crew'"},{'id': '133', 'type': 'if_clause', 'children': ['134']},{'id': '134', 'type': 'comparison_operator', 'children': ['135', '138'], 'value': '=='},{'id': '135', 'type': 'subscript', 'children': ['136', '137']},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '137', 'type': 'string', 'children': [], 'value': "'department'"},{'id': '138', 'type': 'string', 'children': [], 'value': "'Writing'"},{'id': '139', 'type': 'pair', 'children': ['140', '141']},{'id': '140', 'type': 'string', 'children': [], 'value': "'cast'"},{'id': '141', 'type': 'list_comprehension', 'children': ['142', '145']},{'id': '142', 'type': 'subscript', 'children': ['143', '144']},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '144', 'type': 'string', 'children': [], 'value': "'name'"},{'id': '145', 'type': 'for_in_clause', 'children': ['146', '147']},{'id': '146', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '147', 'type': 'subscript', 'children': ['148', '149']},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'cast'},{'id': '149', 'type': 'string', 'children': [], 'value': "'cast'"},{'id': '150', 'type': 'pair', 'children': ['151', '152']},{'id': '151', 'type': 'string', 'children': [], 'value': "'genres'"},{'id': '152', 'type': 'list_comprehension', 'children': ['153', '156']},{'id': '153', 'type': 'subscript', 'children': ['154', '155']},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '155', 'type': 'string', 'children': [], 'value': "'name'"},{'id': '156', 'type': 'for_in_clause', 'children': ['157', '158']},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'x'},{'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'"},{'id': '174', 'type': 'call', 'children': ['175', '176']},{'id': '175', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '176', 'type': 'argument_list', 'children': ['177']},{'id': '177', 'type': 'call', 'children': ['178', '179']},{'id': '178', 'type': 'identifier', 'children': [], 'value': 'round'},{'id': '179', 'type': 'argument_list', 'children': ['180']},{'id': '180', 'type': 'binary_operator', 'children': ['181', '188'], 'value': '*'},{'id': '181', 'type': 'call', 'children': ['182', '185']},{'id': '182', 'type': 'attribute', 'children': ['183', '184']},{'id': '183', 'type': 'identifier', 'children': [], 'value': 'details'},{'id': '184', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '185', 'type': 'argument_list', 'children': ['186', '187']},{'id': '186', 'type': 'string', 'children': [], 'value': "'vote_average'"},{'id': '187', 'type': 'integer', 'children': [], 'value': '0'},{'id': '188', 'type': 'float', 'children': [], 'value': '0.5'},{'id': '189', 'type': 'pair', 'children': ['190', '191']},{'id': '190', 'type': 'string', 'children': [], 'value': "'_tmdb_id'"},{'id': '191', 'type': 'identifier', 'children': [], 'value': 'tmdb_id'},{'id': '192', 'type': 'if_statement', 'children': ['193', '199']},{'id': '193', 'type': 'call', 'children': ['194', '197']},{'id': '194', 'type': 'attribute', 'children': ['195', '196']},{'id': '195', 'type': 'identifier', 'children': [], 'value': 'details'},{'id': '196', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '197', 'type': 'argument_list', 'children': ['198']},{'id': '198', 'type': 'string', 'children': [], 'value': "'release_date'"},{'id': '199', 'type': 'block', 'children': ['200']},{'id': '200', 'type': 'expression_statement', 'children': ['201']},{'id': '201', 'type': 'assignment', 'children': ['202', '205']},{'id': '202', 'type': 'subscript', 'children': ['203', '204']},{'id': '203', 'type': 'identifier', 'children': [], 'value': 'movie'},{'id': '204', 'type': 'string', 'children': [], 'value': "'year'"},{'id': '205', 'type': 'attribute', 'children': ['206', '215']},{'id': '206', 'type': 'call', 'children': ['207', '210']},{'id': '207', 'type': 'attribute', 'children': ['208', '209']},{'id': '208', 'type': 'identifier', 'children': [], 'value': 'datetime'},{'id': '209', 'type': 'identifier', 'children': [], 'value': 'strptime'},{'id': '210', 'type': 'argument_list', 'children': ['211', '214']},{'id': '211', 'type': 'subscript', 'children': ['212', '213']},{'id': '212', 'type': 'identifier', 'children': [], 'value': 'details'},{'id': '213', 'type': 'string', 'children': [], 'value': "'release_date'"},{'id': '214', 'type': 'string', 'children': [], 'value': "'%Y-%m-%d'"},{'id': '215', 'type': 'identifier', 'children': [], 'value': 'year'},{'id': '216', 'type': 'if_statement', 'children': ['217', '223']},{'id': '217', 'type': 'call', 'children': ['218', '221']},{'id': '218', 'type': 'attribute', 'children': ['219', '220']},{'id': '219', 'type': 'identifier', 'children': [], 'value': 'details'},{'id': '220', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '221', 'type': 'argument_list', 'children': ['222']},{'id': '222', 'type': 'string', 'children': [], 'value': 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'252', 'type': 'argument_list', 'children': []},{'id': '253', 'type': 'subscript', 'children': ['254', '255']},{'id': '254', 'type': 'identifier', 'children': [], 'value': 'alt'},{'id': '255', 'type': 'string', 'children': [], 'value': "'title'"},{'id': '256', 'type': 'expression_statement', 'children': ['257']},{'id': '257', 'type': 'assignment', 'children': ['258', '259']},{'id': '258', 'type': 'identifier', 'children': [], 'value': 'json_response'},{'id': '259', 'type': 'call', 'children': ['260', '263']},{'id': '260', 'type': 'attribute', 'children': ['261', '262']},{'id': '261', 'type': 'identifier', 'children': [], 'value': 'json'},{'id': '262', 'type': 'identifier', 'children': [], 'value': 'dumps'},{'id': '263', 'type': 'argument_list', 'children': ['264']},{'id': '264', 'type': 'dictionary', 'children': ['265']},{'id': '265', 'type': 'pair', 'children': ['266', '267']},{'id': '266', 'type': 'string', 'children': [], 'value': "'movie'"},{'id': '267', 'type': 'identifier', 'children': [], 'value': 'movie'},{'id': '268', 'type': 'expression_statement', 'children': ['269']},{'id': '269', 'type': 'call', 'children': ['270', '273']},{'id': '270', 'type': 'attribute', 'children': ['271', '272']},{'id': '271', 'type': 'identifier', 'children': [], 'value': 'redis_conn'},{'id': '272', 'type': 'identifier', 'children': [], 'value': 'setex'},{'id': '273', 'type': 'argument_list', 'children': ['274', '275', '280']},{'id': '274', 'type': 'identifier', 'children': [], 'value': 'redis_key'},{'id': '275', 'type': 'subscript', 'children': ['276', '279']},{'id': '276', 'type': 'attribute', 'children': ['277', '278']},{'id': '277', 'type': 'identifier', 'children': [], 'value': 'app'},{'id': '278', 'type': 'identifier', 'children': [], 'value': 'config'},{'id': '279', 'type': 'string', 'children': [], 'value': "'CACHE_TTL'"},{'id': '280', 'type': 'identifier', 'children': [], 'value': 'json_response'},{'id': '281', 'type': 'return_statement', 'children': ['282']},{'id': '282', 'type': 'call', 'children': ['283', '284']},{'id': '283', 'type': 'identifier', 'children': [], 'value': 'Response'},{'id': '284', 'type': 'argument_list', 'children': ['285']},{'id': '285', 'type': 'identifier', 'children': [], 'value': 'json_response'} | 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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'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']},{'id': '216', 'type': 'pattern_list', 'children': ['217', '218', '219']},{'id': '217', 'type': 'identifier', 'children': [], 'value': 'fitted_rates'},{'id': '218', 'type': 'identifier', 'children': [], 'value': 'exp_popts'},{'id': '219', 'type': 'identifier', 'children': [], 'value': 'exp_pcov'},{'id': '220', 'type': 'identifier', 'children': [], 'value': 'fit_res'},{'id': '221', 'type': 'else_clause', 'children': ['222']},{'id': '222', 'type': 'block', 'children': ['223', '237', '271', '277', '281', '285']},{'id': '223', 'type': 'expression_statement', 'children': ['224']},{'id': '224', 'type': 'assignment', 'children': ['225', '226']},{'id': '225', 'type': 'identifier', 'children': [], 'value': 'mc_fitted_rates'},{'id': '226', 'type': 'call', 'children': ['227', '228']},{'id': '227', 'type': 'identifier', 'children': [], 'value': 'exponential_polinomial'},{'id': '228', 'type': 'argument_list', 'children': ['229', '235']},{'id': '229', 'type': 'call', 'children': ['230', '233']},{'id': '230', 'type': 'attribute', 'children': ['231', '232']},{'id': '231', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '232', 'type': 'identifier', 'children': [], 'value': 'cos'},{'id': '233', 'type': 'argument_list', 'children': ['234']},{'id': '234', 'type': 'identifier', 'children': [], 'value': 'angles'},{'id': '235', 'type': 'list_splat', 'children': ['236']},{'id': '236', 'type': 'identifier', 'children': [], 'value': 'MC_ANG_DIST'},{'id': '237', 'type': 'if_statement', 'children': ['238', '239', '265']},{'id': '238', 'type': 'identifier', 'children': [], 'value': 'scale_mc_to_data'},{'id': '239', 'type': 'block', 'children': ['240']},{'id': '240', 'type': 'expression_statement', 'children': ['241']},{'id': '241', 'type': 'assignment', 'children': ['242', '243']},{'id': '242', 'type': 'identifier', 'children': [], 'value': 'scale_factor'},{'id': '243', 'type': 'binary_operator', 'children': ['244', '254', '255'], 'value': '/'},{'id': '244', 'type': 'call', 'children': ['245', '248']},{'id': '245', 'type': 'attribute', 'children': ['246', '247']},{'id': '246', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '247', 'type': 'identifier', 'children': [], 'value': 'mean'},{'id': '248', 'type': 'argument_list', 'children': ['249']},{'id': '249', 'type': 'subscript', 'children': ['250', '251']},{'id': '250', 'type': 'identifier', 'children': [], 'value': 'rates'},{'id': '251', 'type': 'comparison_operator', 'children': ['252', '253'], 'value': '<'},{'id': '252', 'type': 'identifier', 'children': [], 'value': 'angles'},{'id': '253', 'type': 'float', 'children': [], 'value': '1.5'},{'id': '254', 'type': 'line_continuation', 'children': [], 'value': '\\'},{'id': '255', 'type': 'call', 'children': ['256', '259']},{'id': '256', 'type': 'attribute', 'children': ['257', '258']},{'id': '257', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '258', 'type': 'identifier', 'children': [], 'value': 'mean'},{'id': '259', 'type': 'argument_list', 'children': ['260']},{'id': '260', 'type': 'subscript', 'children': ['261', '262']},{'id': '261', 'type': 'identifier', 'children': [], 'value': 'mc_fitted_rates'},{'id': '262', 'type': 'comparison_operator', 'children': ['263', '264'], 'value': '<'},{'id': '263', 'type': 'identifier', 'children': [], 'value': 'angles'},{'id': '264', 'type': 'float', 'children': [], 'value': '1.5'},{'id': '265', 'type': 'else_clause', 'children': ['266']},{'id': '266', 'type': 'block', 'children': ['267']},{'id': '267', 'type': 'expression_statement', 'children': ['268']},{'id': '268', 'type': 'assignment', 'children': ['269', '270']},{'id': '269', 'type': 'identifier', 'children': [], 'value': 'scale_factor'},{'id': '270', 'type': 'float', 'children': [], 'value': '1.'},{'id': '271', 'type': 'expression_statement', 'children': ['272']},{'id': '272', 'type': 'assignment', 'children': ['273', '274']},{'id': '273', 'type': 'identifier', 'children': [], 'value': 'fitted_rates'},{'id': '274', 'type': 'binary_operator', 'children': ['275', '276'], 'value': '*'},{'id': '275', 'type': 'identifier', 'children': [], 'value': 'mc_fitted_rates'},{'id': '276', 'type': 'identifier', 'children': [], 'value': 'scale_factor'},{'id': '277', 'type': 'expression_statement', 'children': ['278']},{'id': '278', 'type': 'assignment', 'children': ['279', '280']},{'id': '279', 'type': 'identifier', 'children': [], 'value': 'exp_popts'},{'id': '280', 'type': 'list', 'children': [], 'value': '[]'},{'id': '281', 'type': 'expression_statement', 'children': ['282']},{'id': '282', 'type': 'assignment', 'children': ['283', '284']},{'id': '283', 'type': 'identifier', 'children': [], 'value': 'exp_pcov'},{'id': '284', 'type': 'list', 'children': [], 'value': '[]'},{'id': '285', 'type': 'expression_statement', 'children': ['286']},{'id': '286', 'type': 'call', 'children': ['287', '288']},{'id': '287', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '288', 'type': 'argument_list', 'children': ['289']},{'id': '289', 'type': 'string', 'children': [], 'value': "'Using angular distribution from Monte Carlo'"},{'id': '290', 'type': 'if_statement', 'children': ['291', '293', '302']},{'id': '291', 'type': 'not_operator', 'children': ['292']},{'id': '292', 'type': 'identifier', 'children': [], 'value': 'fit_background'},{'id': '293', 'type': 'block', 'children': ['294']},{'id': '294', 'type': 'expression_statement', 'children': ['295']},{'id': '295', 'type': 'assignment', 'children': ['296', '297']},{'id': '296', 'type': 'identifier', 'children': [], 'value': 'minimize_weights'},{'id': '297', 'type': 'call', 'children': ['298', '299']},{'id': '298', 'type': 'identifier', 'children': [], 'value': 'calculate_weights'},{'id': '299', 'type': 'argument_list', 'children': ['300', '301']},{'id': '300', 'type': 'identifier', 'children': [], 'value': 'fitted_rates'},{'id': '301', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '302', 'type': 'else_clause', 'children': ['303']},{'id': '303', 'type': 'block', 'children': ['304']},{'id': '304', 'type': 'expression_statement', 'children': ['305']},{'id': '305', 'type': 'assignment', 'children': ['306', '307']},{'id': '306', 'type': 'identifier', 'children': [], 'value': 'minimize_weights'},{'id': '307', 'type': 'identifier', 'children': [], 'value': 'fitted_rates'},{'id': '308', 'type': 'expression_statement', 'children': ['309']},{'id': '309', 'type': 'assignment', 'children': ['310', '311']},{'id': '310', 'type': 'identifier', 'children': [], 'value': 'opt_t0s'},{'id': '311', 'type': 'call', 'children': ['312', '313']},{'id': '312', 'type': 'identifier', 'children': [], 'value': 'minimize_t0s'},{'id': '313', 'type': 'argument_list', 'children': ['314', '315', '316']},{'id': '314', 'type': 'identifier', 'children': [], 'value': 'means'},{'id': '315', 'type': 'identifier', 'children': [], 'value': 'minimize_weights'},{'id': '316', 'type': 'identifier', 'children': [], 'value': 'combs'},{'id': '317', 'type': 'expression_statement', 'children': ['318']},{'id': '318', 'type': 'assignment', 'children': ['319', '320']},{'id': '319', 'type': 'identifier', 'children': [], 'value': 'opt_sigmas'},{'id': '320', 'type': 'call', 'children': ['321', '322']},{'id': '321', 'type': 'identifier', 'children': [], 'value': 'minimize_sigmas'},{'id': '322', 'type': 'argument_list', 'children': ['323', '324', '325']},{'id': '323', 'type': 'identifier', 'children': [], 'value': 'sigmas'},{'id': '324', 'type': 'identifier', 'children': [], 'value': 'minimize_weights'},{'id': '325', 'type': 'identifier', 'children': [], 'value': 'combs'},{'id': '326', 'type': 'expression_statement', 'children': ['327']},{'id': '327', 'type': 'assignment', 'children': ['328', '329']},{'id': '328', 'type': 'identifier', 'children': [], 'value': 'opt_qes'},{'id': '329', 'type': 'call', 'children': ['330', '331']},{'id': '330', 'type': 'identifier', 'children': [], 'value': 'minimize_qes'},{'id': '331', 'type': 'argument_list', 'children': ['332', '333', '334', '335']},{'id': '332', 'type': 'identifier', 'children': [], 'value': 'fitted_rates'},{'id': '333', 'type': 'identifier', 'children': [], 'value': 'rates'},{'id': '334', 'type': 'identifier', 'children': [], 'value': 'minimize_weights'},{'id': '335', 'type': 'identifier', 'children': [], 'value': 'combs'},{'id': '336', 'type': 'expression_statement', 'children': ['337']},{'id': '337', 'type': 'assignment', 'children': ['338', '339']},{'id': '338', 'type': 'identifier', 'children': [], 'value': 'corrected_means'},{'id': '339', 'type': 'call', 'children': ['340', '341']},{'id': '340', 'type': 'identifier', 'children': [], 'value': 'correct_means'},{'id': '341', 'type': 'argument_list', 'children': ['342', '343', '346']},{'id': '342', 'type': 'identifier', 'children': [], 'value': 'means'},{'id': '343', 'type': 'attribute', 'children': ['344', '345']},{'id': '344', 'type': 'identifier', 'children': [], 'value': 'opt_t0s'},{'id': '345', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '346', 'type': 'identifier', 'children': [], 'value': 'combs'},{'id': '347', 'type': 'expression_statement', 'children': ['348']},{'id': '348', 'type': 'assignment', 'children': ['349', '350']},{'id': '349', 'type': 'identifier', 'children': [], 'value': 'corrected_rates'},{'id': '350', 'type': 'call', 'children': ['351', '352']},{'id': '351', 'type': 'identifier', 'children': [], 'value': 'correct_rates'},{'id': '352', 'type': 'argument_list', 'children': ['353', '354', '357']},{'id': '353', 'type': 'identifier', 'children': [], 'value': 'rates'},{'id': '354', 'type': 'attribute', 'children': ['355', '356']},{'id': '355', 'type': 'identifier', 'children': [], 'value': 'opt_qes'},{'id': '356', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '357', 'type': 'identifier', 'children': [], 'value': 'combs'},{'id': '358', 'type': 'expression_statement', 'children': ['359']},{'id': '359', 'type': 'assignment', 'children': ['360', '363']},{'id': '360', 'type': 'pattern_list', 'children': ['361', '362']},{'id': '361', 'type': 'identifier', 'children': [], 'value': 'rms_means'},{'id': '362', 'type': 'identifier', 'children': [], 'value': 'rms_corrected_means'},{'id': '363', 'type': 'call', 'children': ['364', '365']},{'id': '364', 'type': 'identifier', 'children': [], 'value': 'calculate_rms_means'},{'id': '365', 'type': 'argument_list', 'children': ['366', '367']},{'id': '366', 'type': 'identifier', 'children': [], 'value': 'means'},{'id': '367', 'type': 'identifier', 'children': [], 'value': 'corrected_means'},{'id': '368', 'type': 'expression_statement', 'children': ['369']},{'id': '369', 'type': 'assignment', 'children': ['370', '373']},{'id': '370', 'type': 'pattern_list', 'children': ['371', '372']},{'id': '371', 'type': 'identifier', 'children': [], 'value': 'rms_rates'},{'id': '372', 'type': 'identifier', 'children': [], 'value': 'rms_corrected_rates'},{'id': '373', 'type': 'call', 'children': ['374', '375']},{'id': '374', 'type': 'identifier', 'children': [], 'value': 'calculate_rms_rates'},{'id': '375', 'type': 'argument_list', 'children': ['376', '377', '378']},{'id': '376', 'type': 'identifier', 'children': [], 'value': 'rates'},{'id': '377', 'type': 'identifier', 'children': [], 'value': 'fitted_rates'},{'id': '378', 'type': 'identifier', 'children': [], 'value': 'corrected_rates'},{'id': '379', 'type': 'expression_statement', 'children': ['380']},{'id': '380', 'type': 'assignment', 'children': ['381', '382']},{'id': '381', 'type': 'identifier', 'children': [], 'value': 'cos_angles'},{'id': '382', 'type': 'call', 'children': ['383', '386']},{'id': '383', 'type': 'attribute', 'children': ['384', '385']},{'id': '384', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '385', 'type': 'identifier', 'children': [], 'value': 'cos'},{'id': '386', 'type': 'argument_list', 'children': ['387']},{'id': '387', 'type': 'identifier', 'children': [], 'value': 'angles'},{'id': '388', 'type': 'expression_statement', 'children': ['389']},{'id': '389', 'type': 'assignment', 'children': ['390', '391']},{'id': '390', 'type': 'identifier', 'children': [], 'value': 'return_data'},{'id': '391', 'type': 'dictionary', 'children': ['392', '395', '398', '401', '404', '407', '410', '413', '416', '419', '422', '425', '428', '431', '434', '437', '440', '443', '446', '449', '452']},{'id': '392', 'type': 'pair', 'children': ['393', '394']},{'id': '393', 'type': 'string', 'children': [], 'value': "'opt_t0s'"},{'id': '394', 'type': 'identifier', 'children': [], 'value': 'opt_t0s'},{'id': '395', 'type': 'pair', 'children': ['396', '397']},{'id': '396', 'type': 'string', 'children': [], 'value': "'opt_qes'"},{'id': '397', 'type': 'identifier', 'children': [], 'value': 'opt_qes'},{'id': '398', 'type': 'pair', 'children': ['399', '400']},{'id': '399', 'type': 'string', 'children': [], 'value': "'data'"},{'id': '400', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '401', 'type': 'pair', 'children': ['402', '403']},{'id': '402', 'type': 'string', 'children': [], 'value': "'means'"},{'id': '403', 'type': 'identifier', 'children': [], 'value': 'means'},{'id': '404', 'type': 'pair', 'children': ['405', '406']},{'id': '405', 'type': 'string', 'children': [], 'value': "'rates'"},{'id': '406', 'type': 'identifier', 'children': [], 'value': 'rates'},{'id': '407', 'type': 'pair', 'children': ['408', '409']},{'id': '408', 'type': 'string', 'children': [], 'value': "'fitted_rates'"},{'id': '409', 'type': 'identifier', 'children': [], 'value': 'fitted_rates'},{'id': '410', 'type': 'pair', 'children': ['411', '412']},{'id': '411', 'type': 'string', 'children': [], 'value': "'angles'"},{'id': '412', 'type': 'identifier', 'children': [], 'value': 'angles'},{'id': '413', 'type': 'pair', 'children': ['414', '415']},{'id': '414', 'type': 'string', 'children': [], 'value': "'corrected_means'"},{'id': '415', 'type': 'identifier', 'children': [], 'value': 'corrected_means'},{'id': '416', 'type': 'pair', 'children': ['417', '418']},{'id': '417', 'type': 'string', 'children': [], 'value': "'corrected_rates'"},{'id': '418', 'type': 'identifier', 'children': [], 'value': 'corrected_rates'},{'id': '419', 'type': 'pair', 'children': ['420', '421']},{'id': '420', 'type': 'string', 'children': [], 'value': "'rms_means'"},{'id': '421', 'type': 'identifier', 'children': [], 'value': 'rms_means'},{'id': '422', 'type': 'pair', 'children': ['423', '424']},{'id': '423', 'type': 'string', 'children': [], 'value': "'rms_corrected_means'"},{'id': '424', 'type': 'identifier', 'children': [], 'value': 'rms_corrected_means'},{'id': '425', 'type': 'pair', 'children': ['426', '427']},{'id': '426', 'type': 'string', 'children': [], 'value': "'rms_rates'"},{'id': '427', 'type': 'identifier', 'children': [], 'value': 'rms_rates'},{'id': '428', 'type': 'pair', 'children': ['429', '430']},{'id': '429', 'type': 'string', 'children': [], 'value': "'rms_corrected_rates'"},{'id': '430', 'type': 'identifier', 'children': [], 'value': 'rms_corrected_rates'},{'id': '431', 'type': 'pair', 'children': ['432', '433']},{'id': '432', 'type': 'string', 'children': [], 'value': "'gaussian_popts'"},{'id': '433', 'type': 'identifier', 'children': [], 'value': 'popts'},{'id': '434', 'type': 'pair', 'children': ['435', '436']},{'id': '435', 'type': 'string', 'children': [], 'value': "'livetime'"},{'id': '436', 'type': 'identifier', 'children': [], 'value': 'livetime'},{'id': '437', 'type': 'pair', 'children': ['438', '439']},{'id': '438', 'type': 'string', 'children': [], 'value': "'exp_popts'"},{'id': '439', 'type': 'identifier', 'children': [], 'value': 'exp_popts'},{'id': '440', 'type': 'pair', 'children': ['441', '442']},{'id': '441', 'type': 'string', 'children': [], 'value': "'exp_pcov'"},{'id': '442', 'type': 'identifier', 'children': [], 'value': 'exp_pcov'},{'id': '443', 'type': 'pair', 'children': ['444', '445']},{'id': '444', 'type': 'string', 'children': [], 'value': "'scale_factor'"},{'id': '445', 'type': 'identifier', 'children': [], 'value': 'scale_factor'},{'id': '446', 'type': 'pair', 'children': ['447', '448']},{'id': '447', 'type': 'string', 'children': [], 'value': "'opt_sigmas'"},{'id': '448', 'type': 'identifier', 'children': [], 'value': 'opt_sigmas'},{'id': '449', 'type': 'pair', 'children': ['450', '451']},{'id': '450', 'type': 'string', 'children': [], 'value': "'sigmas'"},{'id': '451', 'type': 'identifier', 'children': [], 'value': 'sigmas'},{'id': '452', 'type': 'pair', 'children': ['453', '454']},{'id': '453', 'type': 'string', 'children': [], 'value': "'combs'"},{'id': '454', 'type': 'identifier', 'children': [], 'value': 'combs'},{'id': '455', 'type': 'return_statement', 'children': ['456']},{'id': '456', 'type': 'identifier', 'children': [], 'value': 'return_data'} | 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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'value': 'segment'},{'id': '31', 'type': 'for_in_clause', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'segment'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'segments'},{'id': '34', 'type': 'if_clause', 'children': ['35']},{'id': '35', 'type': 'call', 'children': ['36', '39']},{'id': '36', 'type': 'attribute', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'segment'},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'strip'},{'id': '39', 'type': 'argument_list', 'children': []},{'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': 'string', 'children': [], 'value': "'No information in the sequence.'"},{'id': '46', 'type': 'try_statement', 'children': ['47', '138']},{'id': '47', 'type': 'block', 'children': ['48', '56']},{'id': '48', 'type': 'expression_statement', 'children': ['49']},{'id': '49', 'type': 'assignment', 'children': ['50', '53']},{'id': '50', 'type': 'pattern_list', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'bipa_analysis'},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'sc_analysis'},{'id': '53', 'type': 'expression_list', 'children': ['54', '55']},{'id': '54', 'type': 'list', 'children': [], 'value': '[]'},{'id': '55', 'type': 'list', 'children': [], 'value': '[]'},{'id': '56', 'type': 'for_statement', 'children': ['57', '58', '59']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'segments'},{'id': '59', 'type': 'block', 'children': ['60', '71', '90', '97', '108', '131']},{'id': '60', 'type': 'expression_statement', 'children': ['61']},{'id': '61', 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'94']},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'bipa_analysis'},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '95', 'type': 'argument_list', 'children': ['96']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'a'},{'id': '97', 'type': 'expression_statement', 'children': ['98']},{'id': '98', 'type': 'assignment', 'children': ['99', '100']},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'sc'},{'id': '100', 'type': 'call', 'children': ['101', '106']},{'id': '101', 'type': 'attribute', 'children': ['102', '105']},{'id': '102', 'type': 'subscript', 'children': ['103', '104']},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'lookup'},{'id': '104', 'type': 'string', 'children': [], 'value': "'dolgo'"},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '106', 'type': 'argument_list', 'children': ['107']},{'id': '107', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '108', 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'identifier', 'children': [], 'value': 's'},{'id': '124', 'type': 'call', 'children': ['125', '128']},{'id': '125', 'type': 'attribute', 'children': ['126', '127']},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'BIPA'},{'id': '127', 'type': 'identifier', 'children': [], 'value': 'translate'},{'id': '128', 'type': 'argument_list', 'children': ['129', '130']},{'id': '129', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'DOLGO'},{'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': 'sc_analysis'},{'id': '135', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '136', 'type': 'argument_list', 'children': ['137']},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'sc'},{'id': '138', 'type': 'except_clause', 'children': ['139']},{'id': '139', 'type': 'block', 'children': ['140', '145']},{'id': '140', 'type': 'expression_statement', 'children': ['141']},{'id': '141', 'type': 'call', 'children': ['142', '143']},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '143', 'type': 'argument_list', 'children': ['144']},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'segments'},{'id': '145', 'type': 'raise_statement', 'children': []},{'id': '146', 'type': 'for_statement', 'children': ['147', '150', '155']},{'id': '147', 'type': 'pattern_list', 'children': ['148', '149']},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'sound_bipa'},{'id': '149', 'type': 'identifier', 'children': [], 'value': 'sound_class'},{'id': '150', 'type': 'call', 'children': ['151', '152']},{'id': '151', 'type': 'identifier', 'children': [], 'value': 'zip'},{'id': '152', 'type': 'argument_list', 'children': ['153', '154']},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'bipa_analysis'},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'sc_analysis'},{'id': '155', 'type': 'block', 'children': ['156']},{'id': '156', 'type': 'if_statement', 'children': ['157', '170']},{'id': '157', 'type': 'boolean_operator', 'children': ['158', '167'], 'value': 'or'},{'id': '158', 'type': 'call', 'children': ['159', '160']},{'id': '159', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '160', 'type': 'argument_list', 'children': ['161', '162']},{'id': '161', 'type': 'identifier', 'children': [], 'value': 'sound_bipa'},{'id': '162', 'type': 'attribute', 'children': ['163', '166']},{'id': '163', 'type': 'attribute', 'children': ['164', '165']},{'id': '164', 'type': 'identifier', 'children': [], 'value': 'pyclts'},{'id': '165', 'type': 'identifier', 'children': [], 'value': 'models'},{'id': '166', 'type': 'identifier', 'children': [], 'value': 'UnknownSound'},{'id': '167', 'type': 'comparison_operator', 'children': ['168', '169'], 'value': '=='},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'sound_class'},{'id': '169', 'type': 'string', 'children': [], 'value': "'?'"},{'id': '170', 'type': 'block', 'children': ['171']},{'id': '171', 'type': 'expression_statement', 'children': ['172']},{'id': '172', 'type': 'augmented_assignment', 'children': ['173', '176'], 'value': '+='},{'id': '173', 'type': 'attribute', 'children': ['174', '175']},{'id': '174', 'type': 'identifier', 'children': [], 'value': 'analysis'},{'id': '175', 'type': 'identifier', 'children': [], 'value': 'general_errors'},{'id': '176', 'type': 'integer', 'children': [], 'value': '1'},{'id': '177', 'type': 'for_statement', 'children': ['178', '182', '188']},{'id': '178', 'type': 'pattern_list', 'children': ['179', '180', '181']},{'id': '179', 'type': 'identifier', 'children': [], 'value': 'segment'},{'id': '180', 'type': 'identifier', 'children': [], 'value': 'sound_bipa'},{'id': '181', 'type': 'identifier', 'children': [], 'value': 'sound_class'},{'id': '182', 'type': 'call', 'children': ['183', '184']},{'id': '183', 'type': 'identifier', 'children': [], 'value': 'zip'},{'id': '184', 'type': 'argument_list', 'children': ['185', '186', '187']},{'id': '185', 'type': 'identifier', 'children': [], 'value': 'segments'},{'id': '186', 'type': 'identifier', 'children': [], 'value': 'bipa_analysis'},{'id': '187', 'type': 'identifier', 'children': [], 'value': 'sc_analysis'},{'id': '188', 'type': 'block', 'children': ['189', '199', '238']},{'id': '189', 'type': 'expression_statement', 'children': ['190']},{'id': '190', 'type': 'call', 'children': ['191', '196']},{'id': '191', 'type': 'attribute', 'children': ['192', '195']},{'id': '192', 'type': 'attribute', 'children': ['193', '194']},{'id': '193', 'type': 'identifier', 'children': [], 'value': 'analysis'},{'id': '194', 'type': 'identifier', 'children': [], 'value': 'segments'},{'id': '195', 'type': 'identifier', 'children': [], 'value': 'update'},{'id': '196', 'type': 'argument_list', 'children': ['197']},{'id': '197', 'type': 'list', 'children': ['198'], 'value': '[segment]'},{'id': '198', 'type': 'identifier', 'children': [], 'value': 'segment'},{'id': '199', 'type': 'if_statement', 'children': ['200', '209', '219']},{'id': '200', 'type': 'call', 'children': ['201', '202']},{'id': '201', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '202', 'type': 'argument_list', 'children': ['203', '204']},{'id': '203', 'type': 'identifier', 'children': [], 'value': 'sound_bipa'},{'id': '204', 'type': 'attribute', 'children': ['205', '208']},{'id': '205', 'type': 'attribute', 'children': ['206', '207']},{'id': '206', 'type': 'identifier', 'children': [], 'value': 'pyclts'},{'id': '207', 'type': 'identifier', 'children': [], 'value': 'models'},{'id': '208', 'type': 'identifier', 'children': [], 'value': 'UnknownSound'},{'id': '209', 'type': 'block', 'children': ['210']},{'id': '210', 'type': 'expression_statement', 'children': ['211']},{'id': '211', 'type': 'call', 'children': ['212', '217']},{'id': '212', 'type': 'attribute', 'children': ['213', '216']},{'id': '213', 'type': 'attribute', 'children': ['214', '215']},{'id': '214', 'type': 'identifier', 'children': [], 'value': 'analysis'},{'id': '215', 'type': 'identifier', 'children': [], 'value': 'bipa_errors'},{'id': '216', 'type': 'identifier', 'children': [], 'value': 'add'},{'id': '217', 'type': 'argument_list', 'children': ['218']},{'id': '218', 'type': 'identifier', 'children': [], 'value': 'segment'},{'id': '219', 'type': 'else_clause', 'children': ['220']},{'id': '220', 'type': 'block', 'children': ['221']},{'id': '221', 'type': 'expression_statement', 'children': ['222']},{'id': '222', 'type': 'call', 'children': ['223', '232']},{'id': '223', 'type': 'attribute', 'children': ['224', '231']},{'id': '224', 'type': 'subscript', 'children': ['225', '228']},{'id': '225', 'type': 'attribute', 'children': ['226', '227']},{'id': '226', 'type': 'identifier', 'children': [], 'value': 'analysis'},{'id': '227', 'type': 'identifier', 'children': [], 'value': 'replacements'},{'id': '228', 'type': 'attribute', 'children': ['229', '230']},{'id': '229', 'type': 'identifier', 'children': [], 'value': 'sound_bipa'},{'id': '230', 'type': 'identifier', 'children': [], 'value': 'source'},{'id': '231', 'type': 'identifier', 'children': [], 'value': 'add'},{'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': 'sound_bipa'},{'id': '236', 'type': 'identifier', 'children': [], 'value': '__unicode__'},{'id': '237', 'type': 'argument_list', 'children': []},{'id': '238', 'type': 'if_statement', 'children': ['239', '242']},{'id': '239', 'type': 'comparison_operator', 'children': ['240', '241'], 'value': '=='},{'id': '240', 'type': 'identifier', 'children': [], 'value': 'sound_class'},{'id': '241', 'type': 'string', 'children': [], 'value': "'?'"},{'id': '242', 'type': 'block', 'children': ['243']},{'id': '243', 'type': 'expression_statement', 'children': ['244']},{'id': '244', 'type': 'call', 'children': ['245', '250']},{'id': '245', 'type': 'attribute', 'children': ['246', '249']},{'id': '246', 'type': 'attribute', 'children': ['247', '248']},{'id': '247', 'type': 'identifier', 'children': [], 'value': 'analysis'},{'id': '248', 'type': 'identifier', 'children': [], 'value': 'sclass_errors'},{'id': '249', 'type': 'identifier', 'children': [], 'value': 'add'},{'id': '250', 'type': 'argument_list', 'children': ['251']},{'id': '251', 'type': 'identifier', 'children': [], 'value': 'segment'},{'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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'children': ['16', '23', '34', '42', '54', '66', '75', '79', '145', '166', '179', '185', '189', '235', '270']},{'id': '16', 'type': 'if_statement', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'dry_run'},{'id': '18', 'type': 'block', 'children': ['19']},{'id': '19', 'type': 'expression_statement', 'children': ['20']},{'id': '20', 'type': 'assignment', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'debug'},{'id': '22', 'type': 'True', 'children': []},{'id': '23', 'type': 'expression_statement', 'children': ['24']},{'id': '24', 'type': 'assignment', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'conf'},{'id': '26', 'type': 'call', 'children': ['27', '30']},{'id': '27', 'type': 'attribute', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'config'},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'Config'},{'id': '30', 'type': 'argument_list', 'children': ['31']},{'id': '31', 'type': 'keyword_argument', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'conf_file'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'conf_file'},{'id': '34', 'type': 'expression_statement', 'children': ['35']},{'id': '35', 'type': 'assignment', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'db'},{'id': '37', 'type': 'call', 'children': ['38', '41']},{'id': '38', 'type': 'attribute', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'conf'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'get_database'},{'id': '41', 'type': 'argument_list', 'children': []},{'id': '42', 'type': 'expression_statement', 'children': ['43']},{'id': '43', 'type': 'assignment', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'limits_key'},{'id': '45', 'type': 'call', 'children': ['46', '51']},{'id': '46', 'type': 'attribute', 'children': ['47', '50']},{'id': '47', 'type': 'subscript', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'conf'},{'id': '49', 'type': 'string', 'children': [], 'value': "'control'"},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '51', 'type': 'argument_list', 'children': ['52', '53']},{'id': '52', 'type': 'string', 'children': [], 'value': "'limits_key'"},{'id': '53', 'type': 'string', 'children': [], 'value': "'limits'"},{'id': '54', 'type': 'expression_statement', 'children': ['55']},{'id': '55', 'type': 'assignment', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'control_channel'},{'id': '57', 'type': 'call', 'children': ['58', '63']},{'id': '58', 'type': 'attribute', 'children': ['59', '62']},{'id': '59', 'type': 'subscript', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'conf'},{'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': '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': '()', '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': '()', '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': '()', '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']},{'id': '284', 'type': 'identifier', 'children': [], 'value': 'params'} | 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': '()', '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': '()', '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': '()', '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': '()', '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': '()', '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': '()', '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': '()', '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': '()', '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': '()', '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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['263', '266', '269']},{'id': '263', 'type': 'keyword_argument', 'children': ['264', '265']},{'id': '264', 'type': 'identifier', 'children': [], 'value': 'target'},{'id': '265', 'type': 'identifier', 'children': [], 'value': '_execute'},{'id': '266', 'type': 'keyword_argument', 'children': ['267', '268']},{'id': '267', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '268', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '269', 'type': 'keyword_argument', 'children': ['270', '271']},{'id': '270', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '271', 'type': 'identifier', 'children': [], 'value': 'kw'},{'id': '272', 'type': 'expression_statement', 'children': ['273']},{'id': '273', 'type': 'assignment', 'children': ['274', '277']},{'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']},{'id': '416', 'type': 'identifier', 'children': [], 'value': 'ret'} | 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': '()', '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'},{'id': '260', 'type': 'identifier', 'children': [], 'value': 'features'} | 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)) |
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'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': 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'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'},{'id': '204', 'type': 'identifier', 'children': [], 'value': 'was_upper'} | 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 |
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'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'},{'id': '180', 'type': 'identifier', 'children': [], 'value': 'separator'} | 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 |
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'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': '()', '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'},{'id': '220', 'type': 'continue_statement', 'children': []} | 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 |
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'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': 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'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': 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['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': 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'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) |
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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', 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'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'},{'id': '298', 'type': 'identifier', 'children': [], 'value': 'sorter'} | 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)) |
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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.). 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'189', 'type': 'attribute', 'children': ['190', '191']},{'id': '190', 'type': 'identifier', 'children': [], 'value': 'locus'},{'id': '191', 'type': 'identifier', 'children': [], 'value': 'position'},{'id': '192', 'type': 'binary_operator', 'children': ['193', '196'], 'value': '+'},{'id': '193', 'type': 'attribute', 'children': ['194', '195']},{'id': '194', 'type': 'identifier', 'children': [], 'value': 'locus'},{'id': '195', 'type': 'identifier', 'children': [], 'value': 'position'},{'id': '196', 'type': 'integer', 'children': [], 'value': '1'},{'id': '197', 'type': 'keyword_argument', 'children': ['198', '199']},{'id': '198', 'type': 'identifier', 'children': [], 'value': 'truncate'},{'id': '199', 'type': 'True', 'children': []},{'id': '200', 'type': 'keyword_argument', 'children': ['201', '202']},{'id': '201', 'type': 'identifier', 'children': [], 'value': 'stepper'},{'id': '202', 'type': 'string', 'children': [], 'value': '"nofilter"'},{'id': '203', 'type': 'try_statement', 'children': ['204', '212']},{'id': '204', 'type': 'block', 'children': ['205']},{'id': '205', 'type': 'expression_statement', 'children': ['206']},{'id': '206', 'type': 'assignment', 'children': ['207', '208']},{'id': '207', 'type': 'identifier', 'children': [], 'value': 'column'},{'id': '208', 'type': 'call', 'children': ['209', '210']},{'id': '209', 'type': 'identifier', 'children': [], 'value': 'next'},{'id': '210', 'type': 'argument_list', 'children': ['211']},{'id': '211', 'type': 'identifier', 'children': [], 'value': 'columns'},{'id': '212', 'type': 'except_clause', 'children': ['213', '214']},{'id': '213', 'type': 'identifier', 'children': [], 'value': 'StopIteration'},{'id': '214', 'type': 'block', 'children': ['215']},{'id': '215', 'type': 'continue_statement', 'children': []},{'id': '216', 'type': 'expression_statement', 'children': ['217']},{'id': '217', 'type': 'assignment', 'children': ['218', '219']},{'id': '218', 'type': 'identifier', 'children': [], 'value': 'pileups'},{'id': '219', 'type': 'attribute', 'children': ['220', '221']},{'id': '220', 'type': 'identifier', 'children': [], 'value': 'column'},{'id': '221', 'type': 'identifier', 'children': [], 'value': 'pileups'},{'id': '222', 'type': 'assert_statement', 'children': ['223']},{'id': '223', 'type': 'comparison_operator', 'children': ['224', '228'], 'value': '=='},{'id': '224', 'type': 'call', 'children': ['225', '226']},{'id': '225', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '226', 'type': 'argument_list', 'children': ['227']},{'id': '227', 'type': 'identifier', 'children': [], 'value': 'columns'},{'id': '228', 'type': 'list', 'children': [], 'value': '[]'},{'id': '229', 'type': 'for_statement', 'children': ['230', '231', '232']},{'id': '230', 'type': 'identifier', 'children': [], 'value': 'pileup_read'},{'id': '231', 'type': 'identifier', 'children': [], 'value': 'pileups'},{'id': '232', 'type': 'block', 'children': ['233']},{'id': '233', 'type': 'if_statement', 'children': ['234', '238']},{'id': '234', 'type': 'not_operator', 'children': ['235']},{'id': '235', 'type': 'attribute', 'children': ['236', '237']},{'id': '236', 'type': 'identifier', 'children': [], 'value': 'pileup_read'},{'id': '237', 'type': 'identifier', 'children': [], 'value': 'is_refskip'},{'id': '238', 'type': 'block', 'children': ['239', '249']},{'id': '239', 'type': 'expression_statement', 'children': ['240']},{'id': '240', 'type': 'assignment', 'children': ['241', '242']},{'id': '241', 'type': 'identifier', 'children': [], 'value': 'element'},{'id': '242', 'type': 'call', 'children': ['243', '246']},{'id': '243', 'type': 'attribute', 'children': ['244', '245']},{'id': '244', 'type': 'identifier', 'children': [], 'value': 'PileupElement'},{'id': '245', 'type': 'identifier', 'children': [], 'value': 'from_pysam_alignment'},{'id': '246', 'type': 'argument_list', 'children': ['247', '248']},{'id': '247', 'type': 'identifier', 'children': [], 'value': 'locus'},{'id': '248', 'type': 'identifier', 'children': [], 'value': 'pileup_read'},{'id': '249', 'type': 'expression_statement', 'children': ['250']},{'id': '250', 'type': 'call', 'children': ['251', '258']},{'id': '251', 'type': 'attribute', 'children': ['252', '257']},{'id': '252', 'type': 'subscript', 'children': ['253', '256']},{'id': '253', 'type': 'attribute', 'children': ['254', '255']},{'id': '254', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '255', 'type': 'identifier', 'children': [], 'value': 'pileups'},{'id': '256', 'type': 'identifier', 'children': [], 'value': 'locus'},{'id': '257', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '258', 'type': 'argument_list', 'children': ['259']},{'id': '259', 'type': 'identifier', 'children': [], 'value': 'element'},{'id': '260', 'type': 'return_statement', 'children': ['261']},{'id': '261', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '262', 'type': 'finally_clause', 'children': ['263']},{'id': '263', 'type': 'block', 'children': ['264']},{'id': '264', 'type': 'if_statement', 'children': ['265', '266']},{'id': '265', 'type': 'identifier', 'children': [], 'value': 'close_on_completion'},{'id': '266', 'type': 'block', 'children': ['267']},{'id': '267', 'type': 'expression_statement', 'children': ['268']},{'id': '268', 'type': 'call', 'children': ['269', '272']},{'id': '269', 'type': 'attribute', 'children': ['270', '271']},{'id': '270', 'type': 'identifier', 'children': [], 'value': 'pysam_samfile'},{'id': '271', 'type': 'identifier', 'children': [], 'value': 'close'},{'id': '272', 'type': 'argument_list', 'children': []} | 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() |
Subsets and Splits