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def sort_name(self): if self._record and self._record.sort_name: return self._record.sort_name return self.name
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def previous(self): if self._order_by == 'oldest': return self.older if self._order_by == 'newest': return self.newer return None
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def next(self): if self._order_by == 'oldest': return self.newer if self._order_by == 'newest': return self.older return None
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def newest(self): if self._order_by == 'newest': return self.first if self._order_by == 'oldest': return self.last return max(self.entries, key=lambda x: (x.date, x.id))
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def oldest(self): if self._order_by == 'newest': return self.last if self._order_by == 'oldest': return self.first return min(self.entries, key=lambda x: (x.date, -x.id))
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'identifier', 'children': [], 'value': 'no_group'},{'id': '123', 'type': 'try_statement', 'children': ['124', '152']},{'id': '124', 'type': 'block', 'children': ['125']},{'id': '125', 'type': 'if_statement', 'children': ['126', '131']},{'id': '126', 'type': 'comparison_operator', 'children': ['127', '130'], 'value': 'in'},{'id': '127', 'type': 'attribute', 'children': ['128', '129']},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'ordered_cols'},{'id': '131', 'type': 'block', 'children': ['132', '141']},{'id': '132', 'type': 'expression_statement', 'children': ['133']},{'id': '133', 'type': 'call', 'children': ['134', '137']},{'id': '134', 'type': 'attribute', 'children': ['135', '136']},{'id': '135', 'type': 'identifier', 'children': [], 'value': 'ordered_cols'},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'remove'},{'id': '137', 'type': 'argument_list', 'children': ['138']},{'id': '138', 'type': 'attribute', 'children': ['139', '140']},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '140', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '141', 'type': 'expression_statement', 'children': ['142']},{'id': '142', 'type': 'assignment', 'children': ['143', '148']},{'id': '143', 'type': 'subscript', 'children': ['144', '145']},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'ordered_cols'},{'id': '145', 'type': 'slice', 'children': ['146', '147']},{'id': '146', 'type': 'colon', 'children': []},{'id': '147', 'type': 'integer', 'children': [], 'value': '0'},{'id': '148', 'type': 'list', 'children': ['149'], 'value': '[self.name]'},{'id': '149', 'type': 'attribute', 'children': ['150', '151']},{'id': '150', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '151', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '152', 'type': 'except_clause', 'children': ['153', '154']},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'AttributeError'},{'id': '154', 'type': 'block', 'children': ['155']},{'id': '155', 'type': 'pass_statement', 'children': []},{'id': '156', 'type': 'expression_statement', 'children': ['157']},{'id': '157', 'type': 'assignment', 'children': ['158', '161']},{'id': '158', 'type': 'attribute', 'children': ['159', '160']},{'id': '159', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'df'},{'id': '161', 'type': 'subscript', 'children': ['162', '165']},{'id': '162', 'type': 'attribute', 'children': ['163', '164']},{'id': '163', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '164', 'type': 'identifier', 'children': [], 'value': 'df'},{'id': '165', 'type': 'identifier', 'children': [], 'value': 'ordered_cols'},{'id': '166', 'type': 'return_statement', 'children': ['167']},{'id': '167', 'type': 'attribute', 'children': ['168', '169']},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '169', 'type': 'identifier', 'children': [], 'value': 'df'}
def sort_dataframe_cols(self): cols = self.df.columns groups = list(map(lambda x: self.data_model.get_group_for_col(self.dtype, x), cols)) sorted_cols = cols.groupby(groups) ordered_cols = [] try: names = sorted_cols.pop('Names') except KeyError: names = [] ordered_cols.extend(list(names)) no_group = [] if '' in sorted_cols: no_group = sorted_cols.pop('') for k in sorted(sorted_cols): ordered_cols.extend(sorted(sorted_cols[k])) ordered_cols.extend(no_group) try: if self.name in ordered_cols: ordered_cols.remove(self.name) ordered_cols[:0] = [self.name] except AttributeError: pass self.df = self.df[ordered_cols] return self.df
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort_diclist'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'undecorated'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'sort_on'},{'id': '6', 'type': 'block', 'children': ['7', '38', '44']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'decorated'},{'id': '10', 'type': 'list_comprehension', 'children': ['11', '30']},{'id': '11', 'type': 'tuple', 'children': ['12', '29']},{'id': '12', 'type': 'conditional_expression', 'children': ['13', '19', '26'], 'value': 'if'},{'id': '13', 'type': 'call', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '15', 'type': 'argument_list', 'children': ['16']},{'id': '16', 'type': 'subscript', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'dict_'},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'sort_on'},{'id': '19', 'type': 'call', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'hasattr'},{'id': '21', 'type': 'argument_list', 'children': ['22', '25']},{'id': '22', 'type': 'subscript', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'dict_'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'sort_on'},{'id': '25', 'type': 'string', 'children': [], 'value': "'__len__'"},{'id': '26', 'type': 'subscript', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'dict_'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'sort_on'},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '30', 'type': 'for_in_clause', 'children': ['31', '34']},{'id': '31', 'type': 'tuple_pattern', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'dict_'},{'id': '34', 'type': 'call', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'enumerate'},{'id': '36', 'type': 'argument_list', 'children': ['37']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'undecorated'},{'id': '38', 'type': 'expression_statement', 'children': ['39']},{'id': '39', 'type': 'call', 'children': ['40', '43']},{'id': '40', 'type': 'attribute', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'decorated'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '43', 'type': 'argument_list', 'children': []},{'id': '44', 'type': 'return_statement', 'children': ['45']},{'id': '45', 'type': 'list_comprehension', 'children': ['46', '49']},{'id': '46', 'type': 'subscript', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'undecorated'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '49', 'type': 'for_in_clause', 'children': ['50', '53']},{'id': '50', 'type': 'tuple_pattern', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'decorated'}
def sort_diclist(undecorated, sort_on): decorated = [(len(dict_[sort_on]) if hasattr(dict_[sort_on], '__len__') else dict_[ sort_on], index) for (index, dict_) in enumerate(undecorated)] decorated.sort() return[undecorated[index] for (key, index) in decorated]
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'process_data_for_mean'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'direction_type_key'},{'id': '6', 'type': 'block', 'children': ['7', '17', '38', '46', '54', '61', '358']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '13']},{'id': '9', 'type': 'pattern_list', 'children': ['10', '11', '12']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'dec_key'},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'inc_key'},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'meth_key'},{'id': '13', 'type': 'expression_list', 'children': ['14', '15', '16']},{'id': '14', 'type': 'string', 'children': [], 'value': "'dec'"},{'id': '15', 'type': 'string', 'children': [], 'value': "'inc'"},{'id': '16', 'type': 'string', 'children': [], 'value': "'magic_method_codes'"},{'id': '17', 'type': 'if_statement', 'children': ['18', '27']},{'id': '18', 'type': 'comparison_operator', 'children': ['19', '20'], 'value': 'in'},{'id': '19', 'type': 'string', 'children': [], 'value': "'dir_dec'"},{'id': '20', 'type': 'call', 'children': ['21', '26']},{'id': '21', 'type': 'attribute', 'children': ['22', '25']},{'id': '22', 'type': 'subscript', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '24', 'type': 'integer', 'children': [], 'value': '0'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '26', 'type': 'argument_list', 'children': []},{'id': '27', 'type': 'block', 'children': ['28']},{'id': '28', 'type': 'expression_statement', 'children': ['29']},{'id': '29', 'type': 'assignment', 'children': ['30', '34']},{'id': '30', 'type': 'pattern_list', 'children': ['31', '32', '33']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'dec_key'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'inc_key'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'meth_key'},{'id': '34', 'type': 'expression_list', 'children': ['35', '36', '37']},{'id': '35', 'type': 'string', 'children': [], 'value': "'dir_dec'"},{'id': '36', 'type': 'string', 'children': [], 'value': "'dir_inc'"},{'id': '37', 'type': 'string', 'children': [], 'value': "'method_codes'"},{'id': '38', 'type': 'expression_statement', 'children': ['39']},{'id': '39', 'type': 'assignment', 'children': ['40', '43']},{'id': '40', 'type': 'pattern_list', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'n_lines'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'n_planes'},{'id': '43', 'type': 'expression_list', 'children': ['44', '45']},{'id': '44', 'type': 'integer', 'children': [], 'value': '0'},{'id': '45', 'type': 'integer', 'children': [], 'value': '0'},{'id': '46', 'type': 'expression_statement', 'children': ['47']},{'id': '47', 'type': 'assignment', 'children': ['48', '51']},{'id': '48', 'type': 'pattern_list', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'L'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'fdata'},{'id': '51', 'type': 'expression_list', 'children': ['52', '53']},{'id': '52', 'type': 'list', 'children': [], 'value': '[]'},{'id': '53', 'type': 'list', 'children': [], 'value': '[]'},{'id': '54', 'type': 'expression_statement', 'children': ['55']},{'id': '55', 'type': 'assignment', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'E'},{'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': 'for_statement', 'children': ['62', '63', '64']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'rec'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '64', 'type': 'block', 'children': ['65', '86']},{'id': '65', 'type': 'expression_statement', 'children': ['66']},{'id': '66', 'type': 'assignment', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'cart'},{'id': '68', 'type': 'subscript', 'children': ['69', '85']},{'id': '69', 'type': 'call', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'dir2cart'},{'id': '71', 'type': 'argument_list', 'children': ['72']},{'id': '72', 'type': 'list', 'children': ['73', '79'], 'value': '[float(rec[dec_key]), float(rec[inc_key])]'},{'id': '73', 'type': 'call', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'float'},{'id': '75', 'type': 'argument_list', 'children': ['76']},{'id': '76', 'type': 'subscript', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'rec'},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'dec_key'},{'id': '79', 'type': 'call', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'float'},{'id': '81', 'type': 'argument_list', 'children': ['82']},{'id': '82', 'type': 'subscript', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'rec'},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'inc_key'},{'id': '85', 'type': 'integer', 'children': [], 'value': '0'},{'id': '86', 'type': 'if_statement', 'children': ['87', '97', '166', '240', '314']},{'id': '87', 'type': 'comparison_operator', 'children': ['88', '89'], 'value': 'in'},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'direction_type_key'},{'id': '89', 'type': 'call', 'children': ['90', '91']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '91', 'type': 'argument_list', 'children': ['92']},{'id': '92', 'type': 'call', 'children': ['93', '96']},{'id': '93', 'type': 'attribute', 'children': ['94', '95']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'rec'},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '96', 'type': 'argument_list', 'children': []},{'id': '97', 'type': 'block', 'children': ['98']},{'id': '98', 'type': 'if_statement', 'children': ['99', '104', '116']},{'id': '99', 'type': 'comparison_operator', 'children': ['100', '103'], 'value': '=='},{'id': '100', 'type': 'subscript', 'children': ['101', '102']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'rec'},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'direction_type_key'},{'id': '103', 'type': 'string', 'children': [], 'value': "'p'"},{'id': '104', 'type': 'block', 'children': ['105', '109']},{'id': '105', 'type': 'expression_statement', 'children': ['106']},{'id': '106', 'type': 'augmented_assignment', 'children': ['107', '108'], 'value': '+='},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'n_planes'},{'id': '108', 'type': 'integer', 'children': [], 'value': '1'},{'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': 'L'},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '114', 'type': 'argument_list', 'children': ['115']},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'cart'},{'id': '116', 'type': 'else_clause', 'children': ['117']},{'id': '117', 'type': 'block', 'children': ['118', '122', '142', '150', '158']},{'id': '118', 'type': 'expression_statement', 'children': ['119']},{'id': '119', 'type': 'augmented_assignment', 'children': ['120', '121'], 'value': '+='},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'n_lines'},{'id': '121', 'type': 'integer', 'children': [], 'value': '1'},{'id': '122', 'type': 'expression_statement', 'children': ['123']},{'id': '123', 'type': 'call', 'children': ['124', '127']},{'id': '124', 'type': 'attribute', 'children': ['125', '126']},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'fdata'},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '127', 'type': 'argument_list', 'children': ['128']},{'id': '128', 'type': 'list', 'children': ['129', '135', '141'], 'value': '[float(rec[dec_key]), float(rec[inc_key]), 1.]'},{'id': '129', 'type': 'call', 'children': ['130', '131']},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'float'},{'id': '131', 'type': 'argument_list', 'children': ['132']},{'id': '132', 'type': 'subscript', 'children': ['133', '134']},{'id': '133', 'type': 'identifier', 'children': [], 'value': 'rec'},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'dec_key'},{'id': '135', 'type': 'call', 'children': ['136', '137']},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'float'},{'id': '137', 'type': 'argument_list', 'children': ['138']},{'id': '138', 'type': 'subscript', 'children': ['139', '140']},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'rec'},{'id': '140', 'type': 'identifier', 'children': [], 'value': 'inc_key'},{'id': '141', 'type': 'float', 'children': [], 'value': '1.'},{'id': '142', 'type': 'expression_statement', 'children': ['143']},{'id': '143', 'type': 'augmented_assignment', 'children': ['144', '147'], 'value': '+='},{'id': '144', 'type': 'subscript', 'children': ['145', '146']},{'id': '145', 'type': 'identifier', 'children': [], 'value': 'E'},{'id': '146', 'type': 'integer', 'children': [], 'value': '0'},{'id': '147', 'type': 'subscript', 'children': ['148', '149']},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'cart'},{'id': '149', 'type': 'integer', 'children': [], 'value': '0'},{'id': '150', 'type': 'expression_statement', 'children': ['151']},{'id': '151', 'type': 'augmented_assignment', 'children': ['152', '155'], 'value': '+='},{'id': '152', 'type': 'subscript', 'children': ['153', '154']},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'E'},{'id': '154', 'type': 'integer', 'children': [], 'value': '1'},{'id': '155', 'type': 'subscript', 'children': ['156', '157']},{'id': '156', 'type': 'identifier', 'children': [], 'value': 'cart'},{'id': '157', 'type': 'integer', 'children': [], 'value': '1'},{'id': '158', 'type': 'expression_statement', 'children': ['159']},{'id': '159', 'type': 'augmented_assignment', 'children': ['160', '163'], 'value': '+='},{'id': '160', 'type': 'subscript', 'children': ['161', '162']},{'id': '161', 'type': 'identifier', 'children': [], 'value': 'E'},{'id': '162', 'type': 'integer', 'children': [], 'value': '2'},{'id': '163', 'type': 'subscript', 'children': ['164', '165']},{'id': '164', 'type': 'identifier', 'children': [], 'value': 'cart'},{'id': '165', 'type': 'integer', 'children': [], 'value': '2'},{'id': '166', 'type': 'elif_clause', 'children': ['167', '177']},{'id': '167', 'type': 'comparison_operator', 'children': ['168', '169'], 'value': 'in'},{'id': '168', 'type': 'string', 'children': [], 'value': "'method_codes'"},{'id': '169', 'type': 'call', 'children': ['170', '171']},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '171', 'type': 'argument_list', 'children': ['172']},{'id': '172', 'type': 'call', 'children': ['173', '176']},{'id': '173', 'type': 'attribute', 'children': ['174', '175']},{'id': '174', 'type': 'identifier', 'children': [], 'value': 'rec'},{'id': '175', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '176', 'type': 'argument_list', 'children': []},{'id': '177', 'type': 'block', 'children': ['178']},{'id': '178', 'type': 'if_statement', 'children': ['179', '184', '196']},{'id': '179', 'type': 'comparison_operator', 'children': ['180', '181'], 'value': 'in'},{'id': '180', 'type': 'string', 'children': [], 'value': '"DE-BFP"'},{'id': '181', 'type': 'subscript', 'children': ['182', '183']},{'id': '182', 'type': 'identifier', 'children': [], 'value': 'rec'},{'id': '183', 'type': 'identifier', 'children': [], 'value': 'meth_key'},{'id': '184', 'type': 'block', 'children': ['185', '189']},{'id': '185', 'type': 'expression_statement', 'children': ['186']},{'id': '186', 'type': 'augmented_assignment', 'children': ['187', '188'], 'value': '+='},{'id': '187', 'type': 'identifier', 'children': [], 'value': 'n_planes'},{'id': '188', 'type': 'integer', 'children': [], 'value': '1'},{'id': '189', 'type': 'expression_statement', 'children': ['190']},{'id': '190', 'type': 'call', 'children': ['191', '194']},{'id': '191', 'type': 'attribute', 'children': ['192', '193']},{'id': '192', 'type': 'identifier', 'children': [], 'value': 'L'},{'id': '193', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '194', 'type': 'argument_list', 'children': ['195']},{'id': '195', 'type': 'identifier', 'children': [], 'value': 'cart'},{'id': '196', 'type': 'else_clause', 'children': ['197']},{'id': '197', 'type': 'block', 'children': ['198', '202', '216', '224', '232']},{'id': '198', 'type': 'expression_statement', 'children': ['199']},{'id': '199', 'type': 'augmented_assignment', 'children': ['200', '201'], 'value': '+='},{'id': '200', 'type': 'identifier', 'children': [], 'value': 'n_lines'},{'id': '201', 'type': 'integer', 'children': [], 'value': '1'},{'id': '202', 'type': 'expression_statement', 'children': ['203']},{'id': '203', 'type': 'call', 'children': ['204', '207']},{'id': '204', 'type': 'attribute', 'children': ['205', '206']},{'id': '205', 'type': 'identifier', 'children': [], 'value': 'fdata'},{'id': '206', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '207', 'type': 'argument_list', 'children': ['208']},{'id': '208', 'type': 'list', 'children': ['209', '212', '215'], 'value': '[rec[dec_key], rec[inc_key], 1.]'},{'id': '209', 'type': 'subscript', 'children': ['210', '211']},{'id': '210', 'type': 'identifier', 'children': [], 'value': 'rec'},{'id': '211', 'type': 'identifier', 'children': [], 'value': 'dec_key'},{'id': '212', 'type': 'subscript', 'children': ['213', '214']},{'id': '213', 'type': 'identifier', 'children': [], 'value': 'rec'},{'id': '214', 'type': 'identifier', 'children': [], 'value': 'inc_key'},{'id': '215', 'type': 'float', 'children': [], 'value': '1.'},{'id': '216', 'type': 'expression_statement', 'children': ['217']},{'id': '217', 'type': 'augmented_assignment', 'children': ['218', '221'], 'value': '+='},{'id': '218', 'type': 'subscript', 'children': ['219', '220']},{'id': '219', 'type': 'identifier', 'children': [], 'value': 'E'},{'id': '220', 'type': 'integer', 'children': [], 'value': '0'},{'id': '221', 'type': 'subscript', 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'236', 'type': 'integer', 'children': [], 'value': '2'},{'id': '237', 'type': 'subscript', 'children': ['238', '239']},{'id': '238', 'type': 'identifier', 'children': [], 'value': 'cart'},{'id': '239', 'type': 'integer', 'children': [], 'value': '2'},{'id': '240', 'type': 'elif_clause', 'children': ['241', '251']},{'id': '241', 'type': 'comparison_operator', 'children': ['242', '243'], 'value': 'in'},{'id': '242', 'type': 'identifier', 'children': [], 'value': 'meth_key'},{'id': '243', 'type': 'call', 'children': ['244', '245']},{'id': '244', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '245', 'type': 'argument_list', 'children': ['246']},{'id': '246', 'type': 'call', 'children': ['247', '250']},{'id': '247', 'type': 'attribute', 'children': ['248', '249']},{'id': '248', 'type': 'identifier', 'children': [], 'value': 'rec'},{'id': '249', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '250', 'type': 'argument_list', 'children': []},{'id': '251', 'type': 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'children': [], 'value': '0'},{'id': '295', 'type': 'subscript', 'children': ['296', '297']},{'id': '296', 'type': 'identifier', 'children': [], 'value': 'cart'},{'id': '297', 'type': 'integer', 'children': [], 'value': '0'},{'id': '298', 'type': 'expression_statement', 'children': ['299']},{'id': '299', 'type': 'augmented_assignment', 'children': ['300', '303'], 'value': '+='},{'id': '300', 'type': 'subscript', 'children': ['301', '302']},{'id': '301', 'type': 'identifier', 'children': [], 'value': 'E'},{'id': '302', 'type': 'integer', 'children': [], 'value': '1'},{'id': '303', 'type': 'subscript', 'children': ['304', '305']},{'id': '304', 'type': 'identifier', 'children': [], 'value': 'cart'},{'id': '305', 'type': 'integer', 'children': [], 'value': '1'},{'id': '306', 'type': 'expression_statement', 'children': ['307']},{'id': '307', 'type': 'augmented_assignment', 'children': ['308', '311'], 'value': '+='},{'id': '308', 'type': 'subscript', 'children': ['309', '310']},{'id': '309', 'type': 'identifier', 'children': [], 'value': 'E'},{'id': '310', 'type': 'integer', 'children': [], 'value': '2'},{'id': '311', 'type': 'subscript', 'children': ['312', '313']},{'id': '312', 'type': 'identifier', 'children': [], 'value': 'cart'},{'id': '313', 'type': 'integer', 'children': [], 'value': '2'},{'id': '314', 'type': 'else_clause', 'children': ['315']},{'id': '315', 'type': 'block', 'children': ['316', '320', '334', '342', '350']},{'id': '316', 'type': 'expression_statement', 'children': ['317']},{'id': '317', 'type': 'augmented_assignment', 'children': ['318', '319'], 'value': '+='},{'id': '318', 'type': 'identifier', 'children': [], 'value': 'n_lines'},{'id': '319', 'type': 'integer', 'children': [], 'value': '1'},{'id': '320', 'type': 'expression_statement', 'children': ['321']},{'id': '321', 'type': 'call', 'children': ['322', '325']},{'id': '322', 'type': 'attribute', 'children': ['323', '324']},{'id': '323', 'type': 'identifier', 'children': [], 'value': 'fdata'},{'id': '324', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '325', 'type': 'argument_list', 'children': ['326']},{'id': '326', 'type': 'list', 'children': ['327', '330', '333'], 'value': '[rec[dec_key], rec[inc_key], 1.]'},{'id': '327', 'type': 'subscript', 'children': ['328', '329']},{'id': '328', 'type': 'identifier', 'children': [], 'value': 'rec'},{'id': '329', 'type': 'identifier', 'children': [], 'value': 'dec_key'},{'id': '330', 'type': 'subscript', 'children': ['331', '332']},{'id': '331', 'type': 'identifier', 'children': [], 'value': 'rec'},{'id': '332', 'type': 'identifier', 'children': [], 'value': 'inc_key'},{'id': '333', 'type': 'float', 'children': [], 'value': '1.'},{'id': '334', 'type': 'expression_statement', 'children': ['335']},{'id': '335', 'type': 'augmented_assignment', 'children': ['336', '339'], 'value': '+='},{'id': '336', 'type': 'subscript', 'children': ['337', '338']},{'id': '337', 'type': 'identifier', 'children': [], 'value': 'E'},{'id': '338', 'type': 'integer', 'children': [], 'value': '0'},{'id': '339', 'type': 'subscript', 'children': ['340', '341']},{'id': '340', 'type': 'identifier', 'children': [], 'value': 'cart'},{'id': '341', 'type': 'integer', 'children': [], 'value': '0'},{'id': '342', 'type': 'expression_statement', 'children': ['343']},{'id': '343', 'type': 'augmented_assignment', 'children': ['344', '347'], 'value': '+='},{'id': '344', 'type': 'subscript', 'children': ['345', '346']},{'id': '345', 'type': 'identifier', 'children': [], 'value': 'E'},{'id': '346', 'type': 'integer', 'children': [], 'value': '1'},{'id': '347', 'type': 'subscript', 'children': ['348', '349']},{'id': '348', 'type': 'identifier', 'children': [], 'value': 'cart'},{'id': '349', 'type': 'integer', 'children': [], 'value': '1'},{'id': '350', 'type': 'expression_statement', 'children': ['351']},{'id': '351', 'type': 'augmented_assignment', 'children': ['352', '355'], 'value': '+='},{'id': '352', 'type': 'subscript', 'children': ['353', '354']},{'id': '353', 'type': 'identifier', 'children': [], 'value': 'E'},{'id': '354', 'type': 'integer', 'children': [], 'value': '2'},{'id': '355', 'type': 'subscript', 'children': ['356', '357']},{'id': '356', 'type': 'identifier', 'children': [], 'value': 'cart'},{'id': '357', 'type': 'integer', 'children': [], 'value': '2'},{'id': '358', 'type': 'return_statement', 'children': ['359']},{'id': '359', 'type': 'expression_list', 'children': ['360', '361', '362', '363', '364']},{'id': '360', 'type': 'identifier', 'children': [], 'value': 'fdata'},{'id': '361', 'type': 'identifier', 'children': [], 'value': 'n_lines'},{'id': '362', 'type': 'identifier', 'children': [], 'value': 'L'},{'id': '363', 'type': 'identifier', 'children': [], 'value': 'n_planes'},{'id': '364', 'type': 'identifier', 'children': [], 'value': 'E'}
def process_data_for_mean(data, direction_type_key): dec_key, inc_key, meth_key = 'dec', 'inc', 'magic_method_codes' if 'dir_dec' in data[0].keys(): dec_key, inc_key, meth_key = 'dir_dec', 'dir_inc', 'method_codes' n_lines, n_planes = 0, 0 L, fdata = [], [] E = [0, 0, 0] for rec in data: cart = dir2cart([float(rec[dec_key]), float(rec[inc_key])])[0] if direction_type_key in list(rec.keys()): if rec[direction_type_key] == 'p': n_planes += 1 L.append(cart) else: n_lines += 1 fdata.append([float(rec[dec_key]), float(rec[inc_key]), 1.]) E[0] += cart[0] E[1] += cart[1] E[2] += cart[2] elif 'method_codes' in list(rec.keys()): if "DE-BFP" in rec[meth_key]: n_planes += 1 L.append(cart) else: n_lines += 1 fdata.append([rec[dec_key], rec[inc_key], 1.]) E[0] += cart[0] E[1] += cart[1] E[2] += cart[2] elif meth_key in list(rec.keys()): if "DE-BFP" in rec[meth_key]: n_planes += 1 L.append(cart) else: n_lines += 1 fdata.append([rec[dec_key], rec[inc_key], 1.]) E[0] += cart[0] E[1] += cart[1] E[2] += cart[2] else: n_lines += 1 fdata.append([rec[dec_key], rec[inc_key], 1.]) E[0] += cart[0] E[1] += cart[1] E[2] += cart[2] return fdata, n_lines, L, n_planes, E
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[]},{'id': '208', 'type': 'block', 'children': ['209']},{'id': '209', 'type': 'expression_statement', 'children': ['210']},{'id': '210', 'type': 'assignment', 'children': ['211', '214']},{'id': '211', 'type': 'subscript', 'children': ['212', '213']},{'id': '212', 'type': 'identifier', 'children': [], 'value': 'spec'},{'id': '213', 'type': 'string', 'children': [], 'value': "'tilt_correction'"},{'id': '214', 'type': 'string', 'children': [], 'value': "'-1'"},{'id': '215', 'type': 'if_statement', 'children': ['216', '221']},{'id': '216', 'type': 'comparison_operator', 'children': ['217', '220'], 'value': 'not'},{'id': '217', 'type': 'subscript', 'children': ['218', '219']},{'id': '218', 'type': 'identifier', 'children': [], 'value': 'spec'},{'id': '219', 'type': 'string', 'children': [], 'value': "'specimen_comp_name'"},{'id': '220', 'type': 'identifier', 'children': [], 'value': 'comps'},{'id': '221', 'type': 'block', 'children': ['222']},{'id': '222', 'type': 'expression_statement', 'children': ['223']},{'id': '223', 'type': 'call', 'children': ['224', '227']},{'id': '224', 'type': 'attribute', 'children': ['225', '226']},{'id': '225', 'type': 'identifier', 'children': [], 'value': 'comps'},{'id': '226', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '227', 'type': 'argument_list', 'children': ['228']},{'id': '228', 'type': 'subscript', 'children': ['229', '230']},{'id': '229', 'type': 'identifier', 'children': [], 'value': 'spec'},{'id': '230', 'type': 'string', 'children': [], 'value': "'specimen_comp_name'"},{'id': '231', 'type': 'if_statement', 'children': ['232', '237']},{'id': '232', 'type': 'comparison_operator', 'children': ['233', '236'], 'value': 'not'},{'id': '233', 'type': 'subscript', 'children': ['234', '235']},{'id': '234', 'type': 'identifier', 'children': [], 'value': 'spec'},{'id': '235', 'type': 'string', 'children': [], 'value': "'specimen_tilt_correction'"},{'id': '236', 'type': 'identifier', 'children': [], 'value': 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'assignment', 'children': ['267', '268']},{'id': '267', 'type': 'identifier', 'children': [], 'value': 'speclist'},{'id': '268', 'type': 'list', 'children': [], 'value': '[]'},{'id': '269', 'type': 'for_statement', 'children': ['270', '271', '272']},{'id': '270', 'type': 'identifier', 'children': [], 'value': 'spec'},{'id': '271', 'type': 'identifier', 'children': [], 'value': 'prior_spec_data'},{'id': '272', 'type': 'block', 'children': ['273']},{'id': '273', 'type': 'if_statement', 'children': ['274', '285']},{'id': '274', 'type': 'boolean_operator', 'children': ['275', '280'], 'value': 'and'},{'id': '275', 'type': 'comparison_operator', 'children': ['276', '279'], 'value': '=='},{'id': '276', 'type': 'subscript', 'children': ['277', '278']},{'id': '277', 'type': 'identifier', 'children': [], 'value': 'spec'},{'id': '278', 'type': 'string', 'children': [], 'value': "'specimen_tilt_correction'"},{'id': '279', 'type': 'identifier', 'children': [], 'value': 'coord'},{'id': '280', 'type': 'comparison_operator', 'children': ['281', '284'], 'value': '=='},{'id': '281', 'type': 'subscript', 'children': ['282', '283']},{'id': '282', 'type': 'identifier', 'children': [], 'value': 'spec'},{'id': '283', 'type': 'string', 'children': [], 'value': "'specimen_comp_name'"},{'id': '284', 'type': 'identifier', 'children': [], 'value': 'comp'},{'id': '285', 'type': 'block', 'children': ['286']},{'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': 'speclist'},{'id': '290', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '291', 'type': 'argument_list', 'children': ['292']},{'id': '292', 'type': 'identifier', 'children': [], 'value': 'spec'},{'id': '293', 'type': 'expression_statement', 'children': ['294']},{'id': '294', 'type': 'assignment', 'children': ['295', '296']},{'id': '295', 'type': 'identifier', 'children': [], 'value': 'ofile'},{'id': '296', 'type': 'binary_operator', 'children': ['297', '306'], 'value': '+'},{'id': '297', 'type': 'binary_operator', 'children': ['298', '305'], 'value': '+'},{'id': '298', 'type': 'binary_operator', 'children': ['299', '304'], 'value': '+'},{'id': '299', 'type': 'binary_operator', 'children': ['300', '303'], 'value': '+'},{'id': '300', 'type': 'binary_operator', 'children': ['301', '302'], 'value': '+'},{'id': '301', 'type': 'identifier', 'children': [], 'value': 'ofile_base'},{'id': '302', 'type': 'string', 'children': [], 'value': "'_'"},{'id': '303', 'type': 'identifier', 'children': [], 'value': 'coord'},{'id': '304', 'type': 'string', 'children': [], 'value': "'_'"},{'id': '305', 'type': 'identifier', 'children': [], 'value': 'comp'},{'id': '306', 'type': 'string', 'children': [], 'value': "'.txt'"},{'id': '307', 'type': 'expression_statement', 'children': ['308']},{'id': '308', 'type': 'call', 'children': ['309', '312']},{'id': '309', 'type': 'attribute', 'children': ['310', '311']},{'id': '310', 'type': 'identifier', 'children': [], 'value': 'pmag'},{'id': '311', 'type': 'identifier', 'children': [], 'value': 'magic_write'},{'id': '312', 'type': 'argument_list', 'children': ['313', '314', '315']},{'id': '313', 'type': 'identifier', 'children': [], 'value': 'ofile'},{'id': '314', 'type': 'identifier', 'children': [], 'value': 'speclist'},{'id': '315', 'type': 'string', 'children': [], 'value': "'pmag_specimens'"},{'id': '316', 'type': 'expression_statement', 'children': ['317']},{'id': '317', 'type': 'call', 'children': ['318', '319']},{'id': '318', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '319', 'type': 'argument_list', 'children': ['320', '321', '322', '323', '324', '325']},{'id': '320', 'type': 'string', 'children': [], 'value': "'coordinate system: '"},{'id': '321', 'type': 'identifier', 'children': [], 'value': 'coord'},{'id': '322', 'type': 'string', 'children': [], 'value': "' component name: '"},{'id': '323', 'type': 'identifier', 'children': [], 'value': 'comp'},{'id': '324', 'type': 'string', 'children': [], 'value': "' saved in '"},{'id': '325', 'type': 'identifier', 'children': [], 'value': 'ofile'}
def main(): dir_path='.' inspec="pmag_specimens.txt" if '-WD' in sys.argv: ind=sys.argv.index('-WD') dir_path=sys.argv[ind+1] if '-h' in sys.argv: print(main.__doc__) sys.exit() if '-f' in sys.argv: ind=sys.argv.index('-f') inspec=sys.argv[ind+1] basename=inspec.split('.')[:-1] inspec=dir_path+"/"+inspec ofile_base=dir_path+"/"+basename[0] prior_spec_data,file_type=pmag.magic_read(inspec) if file_type != 'pmag_specimens': print(file_type, " this is not a valid pmag_specimens file") sys.exit() specs,comps,coords=[],[],[] for spec in prior_spec_data: if spec['er_specimen_name'] not in specs:specs.append(spec['er_specimen_name']) if 'specimen_comp_name' not in list(spec.keys()):spec['specimen_comp_name']='A' if 'specimen_tilt_correction' not in list(spec.keys()):spec['tilt_correction']='-1' if spec['specimen_comp_name'] not in comps:comps.append(spec['specimen_comp_name']) if spec['specimen_tilt_correction'] not in coords:coords.append(spec['specimen_tilt_correction']) for coord in coords: print(coord) for comp in comps: print(comp) speclist=[] for spec in prior_spec_data: if spec['specimen_tilt_correction']==coord and spec['specimen_comp_name']==comp:speclist.append(spec) ofile=ofile_base+'_'+coord+'_'+comp+'.txt' pmag.magic_write(ofile,speclist,'pmag_specimens') print('coordinate system: ',coord,' component name: ',comp,' saved in ',ofile)
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'identifier', 'children': [], 'value': 'split'},{'id': '64', 'type': 'argument_list', 'children': ['65']},{'id': '65', 'type': 'string', 'children': [], 'value': "'\\t'"},{'id': '66', 'type': 'expression_statement', 'children': ['67']},{'id': '67', 'type': 'assignment', 'children': ['68', '69']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'error_strings'},{'id': '69', 'type': 'list', 'children': [], 'value': '[]'},{'id': '70', 'type': 'for_statement', 'children': ['71', '72', '77']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'line'},{'id': '72', 'type': 'subscript', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'lines'},{'id': '74', 'type': 'slice', 'children': ['75', '76']},{'id': '75', 'type': 'integer', 'children': [], 'value': '1'},{'id': '76', 'type': 'colon', 'children': []},{'id': '77', 'type': 'block', 'children': ['78', '82', '96', '116', '158']},{'id': '78', 'type': 'expression_statement', 'children': ['79']},{'id': '79', 'type': 'assignment', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'tmp_data'},{'id': '81', 'type': 'dictionary', 'children': []},{'id': '82', 'type': 'expression_statement', 'children': ['83']},{'id': '83', 'type': 'assignment', 'children': ['84', '85']},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'tmp_line'},{'id': '85', 'type': 'call', 'children': ['86', '94']},{'id': '86', 'type': 'attribute', 'children': ['87', '93']},{'id': '87', 'type': 'call', 'children': ['88', '91']},{'id': '88', 'type': 'attribute', 'children': ['89', '90']},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'line'},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'strip'},{'id': '91', 'type': 'argument_list', 'children': ['92']},{'id': '92', 'type': 'string', 'children': [], 'value': "'\\n'"},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'split'},{'id': '94', 'type': 'argument_list', 'children': ['95']},{'id': '95', 'type': 'string', 'children': [], 'value': "'\\t'"},{'id': '96', 'type': 'for_statement', 'children': ['97', '98', '105']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '98', 'type': 'call', 'children': ['99', '100']},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '100', 'type': 'argument_list', 'children': ['101']},{'id': '101', 'type': 'call', 'children': ['102', '103']},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '103', 'type': 'argument_list', 'children': ['104']},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'tmp_line'},{'id': '105', 'type': 'block', 'children': ['106']},{'id': '106', 'type': 'expression_statement', 'children': ['107']},{'id': '107', 'type': 'assignment', 'children': ['108', '113']},{'id': '108', 'type': 'subscript', 'children': ['109', '110']},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'tmp_data'},{'id': '110', 'type': 'subscript', 'children': ['111', '112']},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'header'},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '113', 'type': 'subscript', 'children': ['114', '115']},{'id': '114', 'type': 'identifier', 'children': [], 'value': 'tmp_line'},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '116', 'type': 'if_statement', 'children': ['117', '129']},{'id': '117', 'type': 'comparison_operator', 'children': ['118', '121'], 'value': 'in'},{'id': '118', 'type': 'subscript', 'children': ['119', '120']},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'tmp_data'},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'sort_by_this_name'},{'id': '121', 'type': 'call', 'children': ['122', '123']},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '123', 'type': 'argument_list', 'children': ['124']},{'id': '124', 'type': 'call', 'children': ['125', '128']},{'id': '125', 'type': 'attribute', 'children': ['126', '127']},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'DATA'},{'id': '127', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '128', 'type': 'argument_list', 'children': []},{'id': '129', 'type': 'block', 'children': ['130', '141']},{'id': '130', 'type': 'expression_statement', 'children': ['131']},{'id': '131', 'type': 'assignment', 'children': ['132', '133']},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'error_string'},{'id': '133', 'type': 'binary_operator', 'children': ['134', '135'], 'value': '%'},{'id': '134', 'type': 'string', 'children': [], 'value': '"-E- ERROR: magic file %s has more than one line for %s %s"'},{'id': '135', 'type': 'tuple', 'children': ['136', '137', '138']},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'sort_by_this_name'},{'id': '138', 'type': 'subscript', 'children': ['139', '140']},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'tmp_data'},{'id': '140', 'type': 'identifier', 'children': [], 'value': 'sort_by_this_name'},{'id': '141', 'type': 'if_statement', 'children': ['142', '145']},{'id': '142', 'type': 'comparison_operator', 'children': ['143', '144'], 'value': 'not'},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'error_string'},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'error_strings'},{'id': '145', 'type': 'block', 'children': ['146', '151']},{'id': '146', 'type': 'expression_statement', 'children': ['147']},{'id': '147', 'type': 'call', 'children': ['148', '149']},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '149', 'type': 'argument_list', 'children': ['150']},{'id': '150', 'type': 'identifier', 'children': [], 'value': 'error_string'},{'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': 'error_strings'},{'id': '155', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '156', 'type': 'argument_list', 'children': ['157']},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'error_string'},{'id': '158', 'type': 'expression_statement', 'children': ['159']},{'id': '159', 'type': 'assignment', 'children': ['160', '165']},{'id': '160', 'type': 'subscript', 'children': ['161', '162']},{'id': '161', 'type': 'identifier', 'children': [], 'value': 'DATA'},{'id': '162', 'type': 'subscript', 'children': ['163', '164']},{'id': '163', 'type': 'identifier', 'children': [], 'value': 'tmp_data'},{'id': '164', 'type': 'identifier', 'children': [], 'value': 'sort_by_this_name'},{'id': '165', 'type': 'identifier', 'children': [], 'value': 'tmp_data'},{'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': 'finput'},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'close'},{'id': '171', 'type': 'argument_list', 'children': []},{'id': '172', 'type': 'return_statement', 'children': ['173']},{'id': '173', 'type': '()', 'children': ['174']},{'id': '174', 'type': 'identifier', 'children': [], 'value': 'DATA'}
def read_magic_file(self, path, sort_by_this_name): DATA = {} try: with open(path, 'r') as finput: lines = list(finput.readlines()[1:]) except FileNotFoundError: return [] line = lines[0] header = line.strip('\n').split('\t') error_strings = [] for line in lines[1:]: tmp_data = {} tmp_line = line.strip('\n').split('\t') for i in range(len(tmp_line)): tmp_data[header[i]] = tmp_line[i] if tmp_data[sort_by_this_name] in list(DATA.keys()): error_string = "-E- ERROR: magic file %s has more than one line for %s %s" % ( path, sort_by_this_name, tmp_data[sort_by_this_name]) if error_string not in error_strings: print(error_string) error_strings.append(error_string) DATA[tmp_data[sort_by_this_name]] = tmp_data finput.close() return(DATA)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'plot_teq'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'fignum'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'araiblock'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'pars'},{'id': '8', 'type': 'block', 'children': ['9', '21', '30', '36', '46', '85', '90', '132', '174', '197', '210', '224', '239', '253', '268', '282', '297', '304']},{'id': '9', 'type': 'expression_statement', 'children': ['10']},{'id': '10', 'type': 'assignment', 'children': ['11', '14']},{'id': '11', 'type': 'pattern_list', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'first_Z'},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'first_I'},{'id': '14', 'type': 'expression_list', 'children': ['15', '18']},{'id': '15', 'type': 'subscript', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'araiblock'},{'id': '17', 'type': 'integer', 'children': [], 'value': '0'},{'id': '18', 'type': 'subscript', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'araiblock'},{'id': '20', 'type': 'integer', 'children': [], 'value': '1'},{'id': '21', 'type': 'expression_statement', 'children': ['22']},{'id': '22', 'type': 'call', 'children': ['23', '26']},{'id': '23', 'type': 'attribute', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'plt'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'figure'},{'id': '26', 'type': 'argument_list', 'children': ['27']},{'id': '27', 'type': 'keyword_argument', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'num'},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'fignum'},{'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': 'plt'},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'clf'},{'id': '35', 'type': 'argument_list', 'children': []},{'id': '36', 'type': 'expression_statement', 'children': ['37']},{'id': '37', 'type': 'assignment', 'children': ['38', '42']},{'id': '38', 'type': 'pattern_list', 'children': ['39', '40', '41']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'ZIblock'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'IZblock'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'pTblock'},{'id': '42', 'type': 'expression_list', 'children': ['43', '44', '45']},{'id': '43', 'type': 'list', 'children': [], 'value': '[]'},{'id': '44', 'type': 'list', 'children': [], 'value': '[]'},{'id': '45', 'type': 'list', 'children': [], 'value': '[]'},{'id': '46', 'type': 'for_statement', 'children': ['47', '48', '49']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'zrec'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'first_Z'},{'id': '49', 'type': 'block', 'children': ['50']},{'id': '50', 'type': 'if_statement', 'children': ['51', '56', '70']},{'id': '51', 'type': 'comparison_operator', 'children': ['52', '55'], 'value': '=='},{'id': '52', 'type': 'subscript', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'zrec'},{'id': '54', 'type': 'integer', 'children': [], 'value': '4'},{'id': '55', 'type': 'integer', 'children': [], 'value': '1'},{'id': '56', 'type': 'block', 'children': ['57']},{'id': '57', 'type': 'expression_statement', 'children': ['58']},{'id': '58', 'type': 'call', 'children': ['59', '62']},{'id': '59', 'type': 'attribute', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'ZIblock'},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '62', 'type': 'argument_list', 'children': ['63']},{'id': '63', 'type': 'list', 'children': ['64', '67'], 'value': '[zrec[1], zrec[2]]'},{'id': '64', 'type': 'subscript', 'children': ['65', '66']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'zrec'},{'id': '66', 'type': 'integer', 'children': [], 'value': '1'},{'id': '67', 'type': 'subscript', 'children': ['68', '69']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'zrec'},{'id': '69', 'type': 'integer', 'children': [], 'value': '2'},{'id': '70', 'type': 'else_clause', 'children': ['71']},{'id': '71', 'type': 'block', 'children': ['72']},{'id': '72', 'type': 'expression_statement', 'children': ['73']},{'id': '73', 'type': 'call', 'children': ['74', '77']},{'id': '74', 'type': 'attribute', 'children': ['75', '76']},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'IZblock'},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '77', 'type': 'argument_list', 'children': ['78']},{'id': '78', 'type': 'list', 'children': ['79', '82'], 'value': '[zrec[1], zrec[2]]'},{'id': '79', 'type': 'subscript', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'zrec'},{'id': '81', 'type': 'integer', 'children': [], 'value': '1'},{'id': '82', 'type': 'subscript', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'zrec'},{'id': '84', 'type': 'integer', 'children': [], 'value': '2'},{'id': '85', 'type': 'expression_statement', 'children': ['86']},{'id': '86', 'type': 'call', 'children': ['87', '88']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'plot_net'},{'id': '88', 'type': 'argument_list', 'children': ['89']},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'fignum'},{'id': '90', 'type': 'if_statement', 'children': ['91', '94', '113']},{'id': '91', 'type': 'comparison_operator', 'children': ['92', '93'], 'value': '!='},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'pars'},{'id': '93', 'type': 'string', 'children': [], 'value': '""'},{'id': '94', 'type': 'block', 'children': ['95']},{'id': '95', 'type': 'expression_statement', 'children': ['96']},{'id': '96', 'type': 'assignment', 'children': ['97', '100']},{'id': '97', 'type': 'pattern_list', 'children': ['98', '99']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'min'},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'max'},{'id': '100', 'type': 'expression_list', 'children': ['101', '107']},{'id': '101', 'type': 'call', 'children': ['102', '103']},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'float'},{'id': '103', 'type': 'argument_list', 'children': ['104']},{'id': '104', 'type': 'subscript', 'children': ['105', '106']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'pars'},{'id': '106', 'type': 'string', 'children': [], 'value': '"measurement_step_min"'},{'id': '107', 'type': 'call', 'children': ['108', '109']},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'float'},{'id': '109', 'type': 'argument_list', 'children': ['110']},{'id': '110', 'type': 'subscript', 'children': ['111', '112']},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'pars'},{'id': '112', 'type': 'string', 'children': [], 'value': '"measurement_step_max"'},{'id': '113', 'type': 'else_clause', 'children': ['114']},{'id': '114', 'type': 'block', 'children': ['115']},{'id': '115', 'type': 'expression_statement', 'children': ['116']},{'id': '116', 'type': 'assignment', 'children': ['117', '120']},{'id': '117', 'type': 'pattern_list', 'children': ['118', '119']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'min'},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'max'},{'id': '120', 'type': 'expression_list', 'children': ['121', '126']},{'id': '121', 'type': 'subscript', 'children': ['122', '125']},{'id': '122', 'type': 'subscript', 'children': ['123', '124']},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'first_I'},{'id': '124', 'type': 'integer', 'children': [], 'value': '0'},{'id': '125', 'type': 'integer', 'children': [], 'value': '0'},{'id': '126', 'type': 'subscript', 'children': ['127', '131']},{'id': '127', 'type': 'subscript', 'children': ['128', '129']},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'first_I'},{'id': '129', 'type': 'unary_operator', 'children': ['130'], 'value': '-'},{'id': '130', 'type': 'integer', 'children': [], 'value': '1'},{'id': '131', 'type': 'integer', 'children': [], 'value': '0'},{'id': '132', 'type': 'for_statement', 'children': ['133', '134', '135']},{'id': '133', 'type': 'identifier', 'children': [], 'value': 'irec'},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'first_I'},{'id': '135', 'type': 'block', 'children': ['136']},{'id': '136', 'type': 'if_statement', 'children': ['137', '160']},{'id': '137', 'type': 'boolean_operator', 'children': ['138', '155'], 'value': 'and'},{'id': '138', 'type': 'boolean_operator', 'children': ['139', '150'], 'value': 'and'},{'id': '139', 'type': 'boolean_operator', 'children': ['140', '145'], 'value': 'and'},{'id': '140', 'type': 'comparison_operator', 'children': ['141', '144'], 'value': '!='},{'id': '141', 'type': 'subscript', 'children': ['142', '143']},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'irec'},{'id': '143', 'type': 'integer', 'children': [], 'value': '1'},{'id': '144', 'type': 'integer', 'children': [], 'value': '0'},{'id': '145', 'type': 'comparison_operator', 'children': ['146', '149'], 'value': '!='},{'id': '146', 'type': 'subscript', 'children': ['147', '148']},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'irec'},{'id': '148', 'type': 'integer', 'children': [], 'value': '1'},{'id': '149', 'type': 'integer', 'children': [], 'value': '0'},{'id': '150', 'type': 'comparison_operator', 'children': ['151', '154'], 'value': '>='},{'id': '151', 'type': 'subscript', 'children': ['152', '153']},{'id': '152', 'type': 'identifier', 'children': [], 'value': 'irec'},{'id': '153', 'type': 'integer', 'children': [], 'value': '0'},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'min'},{'id': '155', 'type': 'comparison_operator', 'children': ['156', '159'], 'value': '<='},{'id': '156', 'type': 'subscript', 'children': ['157', '158']},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'irec'},{'id': '158', 'type': 'integer', 'children': [], 'value': '0'},{'id': '159', 'type': 'identifier', 'children': [], 'value': 'max'},{'id': '160', 'type': 'block', 'children': ['161']},{'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': 'pTblock'},{'id': '165', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '166', 'type': 'argument_list', 'children': ['167']},{'id': '167', 'type': 'list', 'children': ['168', '171'], 'value': '[irec[1], irec[2]]'},{'id': '168', 'type': 'subscript', 'children': ['169', '170']},{'id': '169', 'type': 'identifier', 'children': [], 'value': 'irec'},{'id': '170', 'type': 'integer', 'children': [], 'value': '1'},{'id': '171', 'type': 'subscript', 'children': ['172', '173']},{'id': '172', 'type': 'identifier', 'children': [], 'value': 'irec'},{'id': '173', 'type': 'integer', 'children': [], 'value': '2'},{'id': '174', 'type': 'if_statement', 'children': ['175', '195']},{'id': '175', 'type': 'boolean_operator', 'children': ['176', '189'], 'value': 'and'},{'id': '176', 'type': 'boolean_operator', 'children': ['177', '183'], 'value': 'and'},{'id': '177', 'type': 'comparison_operator', 'children': ['178', '182'], 'value': '<'},{'id': '178', 'type': 'call', 'children': ['179', '180']},{'id': '179', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '180', 'type': 'argument_list', 'children': ['181']},{'id': '181', 'type': 'identifier', 'children': [], 'value': 'ZIblock'},{'id': '182', 'type': 'integer', 'children': [], 'value': '1'},{'id': '183', 'type': 'comparison_operator', 'children': ['184', '188'], 'value': '<'},{'id': '184', 'type': 'call', 'children': ['185', '186']},{'id': '185', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '186', 'type': 'argument_list', 'children': ['187']},{'id': '187', 'type': 'identifier', 'children': [], 'value': 'IZblock'},{'id': '188', 'type': 'integer', 'children': [], 'value': '1'},{'id': '189', 'type': 'comparison_operator', 'children': ['190', '194'], 'value': '<'},{'id': '190', 'type': 'call', 'children': ['191', '192']},{'id': '191', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '192', 'type': 'argument_list', 'children': ['193']},{'id': '193', 'type': 'identifier', 'children': [], 'value': 'pTblock'},{'id': '194', 'type': 'integer', 'children': [], 'value': '1'},{'id': '195', 'type': 'block', 'children': ['196']},{'id': '196', 'type': 'return_statement', 'children': []},{'id': '197', 'type': 'if_statement', 'children': ['198', '200']},{'id': '198', 'type': 'not_operator', 'children': ['199']},{'id': '199', 'type': 'identifier', 'children': [], 'value': 'isServer'},{'id': '200', 'type': 'block', 'children': ['201']},{'id': '201', 'type': 'expression_statement', 'children': ['202']},{'id': '202', 'type': 'call', 'children': ['203', '206']},{'id': '203', 'type': 'attribute', 'children': ['204', '205']},{'id': '204', 'type': 'identifier', 'children': [], 'value': 'plt'},{'id': '205', 'type': 'identifier', 'children': [], 'value': 'figtext'},{'id': '206', 'type': 'argument_list', 'children': ['207', '208', '209']},{'id': '207', 'type': 'float', 'children': [], 'value': '.02'},{'id': '208', 'type': 'float', 'children': [], 'value': '.01'},{'id': '209', 'type': 'identifier', 'children': [], 'value': 'version_num'},{'id': '210', 'type': 'expression_statement', 'children': ['211']},{'id': '211', 'type': 'assignment', 'children': ['212', '213']},{'id': '212', 'type': 'identifier', 'children': [], 'value': 'sym'},{'id': '213', 'type': 'dictionary', 'children': ['214', '219']},{'id': '214', 'type': 'pair', 'children': ['215', '216']},{'id': '215', 'type': 'string', 'children': [], 'value': "'lower'"},{'id': '216', 'type': 'list', 'children': ['217', '218'], 'value': "['o', 'r']"},{'id': '217', 'type': 'string', 'children': [], 'value': "'o'"},{'id': '218', 'type': 'string', 'children': [], 'value': "'r'"},{'id': '219', 'type': 'pair', 'children': ['220', '221']},{'id': '220', 'type': 'string', 'children': [], 'value': "'upper'"},{'id': '221', 'type': 'list', 'children': ['222', '223'], 'value': "['o', 'm']"},{'id': '222', 'type': 'string', 'children': [], 'value': "'o'"},{'id': '223', 'type': 'string', 'children': [], 'value': "'m'"},{'id': '224', 'type': 'if_statement', 'children': ['225', '231']},{'id': '225', 'type': 'comparison_operator', 'children': ['226', '230'], 'value': '>'},{'id': '226', 'type': 'call', 'children': ['227', '228']},{'id': '227', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '228', 'type': 'argument_list', 'children': ['229']},{'id': '229', 'type': 'identifier', 'children': [], 'value': 'ZIblock'},{'id': '230', 'type': 'integer', 'children': [], 'value': '0'},{'id': '231', 'type': 'block', 'children': ['232']},{'id': '232', 'type': 'expression_statement', 'children': ['233']},{'id': '233', 'type': 'call', 'children': ['234', '235']},{'id': '234', 'type': 'identifier', 'children': [], 'value': 'plot_di_sym'},{'id': '235', 'type': 'argument_list', 'children': ['236', '237', '238']},{'id': '236', 'type': 'identifier', 'children': [], 'value': 'fignum'},{'id': '237', 'type': 'identifier', 'children': [], 'value': 'ZIblock'},{'id': '238', 'type': 'identifier', 'children': [], 'value': 'sym'},{'id': '239', 'type': 'expression_statement', 'children': ['240']},{'id': '240', 'type': 'assignment', 'children': ['241', '242']},{'id': '241', 'type': 'identifier', 'children': [], 'value': 'sym'},{'id': '242', 'type': 'dictionary', 'children': ['243', '248']},{'id': '243', 'type': 'pair', 'children': ['244', '245']},{'id': '244', 'type': 'string', 'children': [], 'value': "'lower'"},{'id': '245', 'type': 'list', 'children': ['246', '247'], 'value': "['s', 'b']"},{'id': '246', 'type': 'string', 'children': [], 'value': "'s'"},{'id': '247', 'type': 'string', 'children': [], 'value': "'b'"},{'id': '248', 'type': 'pair', 'children': ['249', '250']},{'id': '249', 'type': 'string', 'children': [], 'value': "'upper'"},{'id': '250', 'type': 'list', 'children': ['251', '252'], 'value': "['s', 'c']"},{'id': '251', 'type': 'string', 'children': [], 'value': "'s'"},{'id': '252', 'type': 'string', 'children': [], 'value': "'c'"},{'id': '253', 'type': 'if_statement', 'children': ['254', '260']},{'id': '254', 'type': 'comparison_operator', 'children': ['255', '259'], 'value': '>'},{'id': '255', 'type': 'call', 'children': ['256', '257']},{'id': '256', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '257', 'type': 'argument_list', 'children': ['258']},{'id': '258', 'type': 'identifier', 'children': [], 'value': 'IZblock'},{'id': '259', 'type': 'integer', 'children': [], 'value': '0'},{'id': '260', 'type': 'block', 'children': ['261']},{'id': '261', 'type': 'expression_statement', 'children': ['262']},{'id': '262', 'type': 'call', 'children': ['263', '264']},{'id': '263', 'type': 'identifier', 'children': [], 'value': 'plot_di_sym'},{'id': '264', 'type': 'argument_list', 'children': ['265', '266', '267']},{'id': '265', 'type': 'identifier', 'children': [], 'value': 'fignum'},{'id': '266', 'type': 'identifier', 'children': [], 'value': 'IZblock'},{'id': '267', 'type': 'identifier', 'children': [], 'value': 'sym'},{'id': '268', 'type': 'expression_statement', 'children': ['269']},{'id': '269', 'type': 'assignment', 'children': ['270', '271']},{'id': '270', 'type': 'identifier', 'children': [], 'value': 'sym'},{'id': '271', 'type': 'dictionary', 'children': ['272', '277']},{'id': '272', 'type': 'pair', 'children': ['273', '274']},{'id': '273', 'type': 'string', 'children': [], 'value': "'lower'"},{'id': '274', 'type': 'list', 'children': ['275', '276'], 'value': "['^', 'g']"},{'id': '275', 'type': 'string', 'children': [], 'value': "'^'"},{'id': '276', 'type': 'string', 'children': [], 'value': "'g'"},{'id': '277', 'type': 'pair', 'children': ['278', '279']},{'id': '278', 'type': 'string', 'children': [], 'value': "'upper'"},{'id': '279', 'type': 'list', 'children': ['280', '281'], 'value': "['^', 'y']"},{'id': '280', 'type': 'string', 'children': [], 'value': "'^'"},{'id': '281', 'type': 'string', 'children': [], 'value': "'y'"},{'id': '282', 'type': 'if_statement', 'children': ['283', '289']},{'id': '283', 'type': 'comparison_operator', 'children': ['284', '288'], 'value': '>'},{'id': '284', 'type': 'call', 'children': ['285', '286']},{'id': '285', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '286', 'type': 'argument_list', 'children': ['287']},{'id': '287', 'type': 'identifier', 'children': [], 'value': 'pTblock'},{'id': '288', 'type': 'integer', 'children': [], 'value': '0'},{'id': '289', 'type': 'block', 'children': ['290']},{'id': '290', 'type': 'expression_statement', 'children': ['291']},{'id': '291', 'type': 'call', 'children': ['292', '293']},{'id': '292', 'type': 'identifier', 'children': [], 'value': 'plot_di_sym'},{'id': '293', 'type': 'argument_list', 'children': ['294', '295', '296']},{'id': '294', 'type': 'identifier', 'children': [], 'value': 'fignum'},{'id': '295', 'type': 'identifier', 'children': [], 'value': 'pTblock'},{'id': '296', 'type': 'identifier', 'children': [], 'value': 'sym'},{'id': '297', 'type': 'expression_statement', 'children': ['298']},{'id': '298', 'type': 'call', 'children': ['299', '302']},{'id': '299', 'type': 'attribute', 'children': ['300', '301']},{'id': '300', 'type': 'identifier', 'children': [], 'value': 'plt'},{'id': '301', 'type': 'identifier', 'children': [], 'value': 'axis'},{'id': '302', 'type': 'argument_list', 'children': ['303']},{'id': '303', 'type': 'string', 'children': [], 'value': '"equal"'},{'id': '304', 'type': 'expression_statement', 'children': ['305']},{'id': '305', 'type': 'call', 'children': ['306', '309']},{'id': '306', 'type': 'attribute', 'children': ['307', '308']},{'id': '307', 'type': 'identifier', 'children': [], 'value': 'plt'},{'id': '308', 'type': 'identifier', 'children': [], 'value': 'text'},{'id': '309', 'type': 'argument_list', 'children': ['310', '312', '313']},{'id': '310', 'type': 'unary_operator', 'children': ['311'], 'value': '-'},{'id': '311', 'type': 'float', 'children': [], 'value': '1.1'},{'id': '312', 'type': 'float', 'children': [], 'value': '1.15'},{'id': '313', 'type': 'identifier', 'children': [], 'value': 's'}
def plot_teq(fignum, araiblock, s, pars): first_Z, first_I = araiblock[0], araiblock[1] plt.figure(num=fignum) plt.clf() ZIblock, IZblock, pTblock = [], [], [] for zrec in first_Z: if zrec[4] == 1: ZIblock.append([zrec[1], zrec[2]]) else: IZblock.append([zrec[1], zrec[2]]) plot_net(fignum) if pars != "": min, max = float(pars["measurement_step_min"]), float( pars["measurement_step_max"]) else: min, max = first_I[0][0], first_I[-1][0] for irec in first_I: if irec[1] != 0 and irec[1] != 0 and irec[0] >= min and irec[0] <= max: pTblock.append([irec[1], irec[2]]) if len(ZIblock) < 1 and len(IZblock) < 1 and len(pTblock) < 1: return if not isServer: plt.figtext(.02, .01, version_num) sym = {'lower': ['o', 'r'], 'upper': ['o', 'm']} if len(ZIblock) > 0: plot_di_sym(fignum, ZIblock, sym) sym = {'lower': ['s', 'b'], 'upper': ['s', 'c']} if len(IZblock) > 0: plot_di_sym(fignum, IZblock, sym) sym = {'lower': ['^', 'g'], 'upper': ['^', 'y']} if len(pTblock) > 0: plot_di_sym(fignum, pTblock, sym) plt.axis("equal") plt.text(-1.1, 1.15, s)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_sort_records_map'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'records'},{'id': '5', 'type': 'block', 'children': ['6', '14', '21', '28', '35', '73', '80', '89', '96', '104', '113', '122', '157', '165', '177', '206', '213', '219', '238']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'ctx'},{'id': '9', 'type': 'call', 'children': ['10', '13']},{'id': '10', 'type': 'attribute', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'context'},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '13', 'type': 'argument_list', 'children': []},{'id': '14', 'type': 'expression_statement', 'children': ['15']},{'id': '15', 'type': 'assignment', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'l'},{'id': '17', 'type': 'call', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '19', 'type': 'argument_list', 'children': ['20']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'records'},{'id': '21', 'type': 'expression_statement', 'children': ['22']},{'id': '22', 'type': 'assignment', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'key_records'},{'id': '24', 'type': 'binary_operator', 'children': ['25', '27'], 'value': '*'},{'id': '25', 'type': 'list', 'children': ['26'], 'value': '[None]'},{'id': '26', 'type': 'None', 'children': []},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'l'},{'id': '28', 'type': 'expression_statement', 'children': ['29']},{'id': '29', 'type': 'call', 'children': ['30', '33']},{'id': '30', 'type': 'attribute', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'logging'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'debug'},{'id': '33', 'type': 'argument_list', 'children': ['34']},{'id': '34', 'type': 'string', 'children': [], 'value': '"Parsing"'},{'id': '35', 'type': 'for_statement', 'children': ['36', '37', '41']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '37', 'type': 'call', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '39', 'type': 'argument_list', 'children': ['40']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'l'},{'id': '41', 'type': 'block', 'children': ['42', '50', '59']},{'id': '42', 'type': 'expression_statement', 'children': ['43']},{'id': '43', 'type': 'assignment', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'proto'},{'id': '45', 'type': 'call', 'children': ['46', '49']},{'id': '46', 'type': 'attribute', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'kv_pb'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'KeyValue'},{'id': '49', 'type': 'argument_list', 'children': []},{'id': '50', 'type': 'expression_statement', 'children': ['51']},{'id': '51', 'type': 'call', 'children': ['52', '55']},{'id': '52', 'type': 'attribute', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'proto'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'ParseFromString'},{'id': '55', 'type': 'argument_list', 'children': ['56']},{'id': '56', 'type': 'subscript', 'children': ['57', '58']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'records'},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '59', 'type': 'expression_statement', 'children': ['60']},{'id': '60', 'type': 'assignment', 'children': ['61', '64']},{'id': '61', 'type': 'subscript', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'key_records'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '64', 'type': 'tuple', 'children': ['65', '70']},{'id': '65', 'type': 'call', 'children': ['66', '69']},{'id': '66', 'type': 'attribute', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'proto'},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '69', 'type': 'argument_list', 'children': []},{'id': '70', 'type': 'subscript', 'children': ['71', '72']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'records'},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '73', 'type': 'expression_statement', 'children': ['74']},{'id': '74', 'type': 'call', 'children': ['75', '78']},{'id': '75', 'type': 'attribute', 'children': ['76', '77']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'logging'},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'debug'},{'id': '78', 'type': 'argument_list', 'children': ['79']},{'id': '79', 'type': 'string', 'children': [], 'value': '"Sorting"'},{'id': '80', 'type': 'expression_statement', 'children': ['81']},{'id': '81', 'type': 'call', 'children': ['82', '85']},{'id': '82', 'type': 'attribute', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'key_records'},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '85', 'type': 'argument_list', 'children': ['86']},{'id': '86', 'type': 'keyword_argument', 'children': ['87', '88']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'cmp'},{'id': '88', 'type': 'identifier', 'children': [], 'value': '_compare_keys'},{'id': '89', 'type': 'expression_statement', 'children': ['90']},{'id': '90', 'type': 'call', 'children': ['91', '94']},{'id': '91', 'type': 'attribute', 'children': ['92', '93']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'logging'},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'debug'},{'id': '94', 'type': 'argument_list', 'children': ['95']},{'id': '95', 'type': 'string', 'children': [], 'value': '"Writing"'},{'id': '96', 'type': 'expression_statement', 'children': ['97']},{'id': '97', 'type': 'assignment', 'children': ['98', '99']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'mapper_spec'},{'id': '99', 'type': 'attribute', 'children': ['100', '103']},{'id': '100', 'type': 'attribute', 'children': ['101', '102']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'ctx'},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'mapreduce_spec'},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'mapper'},{'id': '104', 'type': 'expression_statement', 'children': ['105']},{'id': '105', 'type': 'assignment', 'children': ['106', '107']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '107', 'type': 'call', 'children': ['108', '111']},{'id': '108', 'type': 'attribute', 'children': ['109', '110']},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'input_readers'},{'id': '110', 'type': 'identifier', 'children': [], 'value': '_get_params'},{'id': '111', 'type': 'argument_list', 'children': ['112']},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'mapper_spec'},{'id': '113', 'type': 'expression_statement', 'children': ['114']},{'id': '114', 'type': 'assignment', 'children': ['115', '116']},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'bucket_name'},{'id': '116', 'type': 'call', 'children': ['117', '120']},{'id': '117', 'type': 'attribute', 'children': ['118', '119']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '120', 'type': 'argument_list', 'children': ['121']},{'id': '121', 'type': 'string', 'children': [], 'value': '"bucket_name"'},{'id': '122', 'type': 'expression_statement', 'children': ['123']},{'id': '123', 'type': 'assignment', 'children': ['124', '125']},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'filename'},{'id': '125', 'type': '()', 'children': ['126']},{'id': '126', 'type': 'binary_operator', 'children': ['127', '146'], 'value': '+'},{'id': '127', 'type': 'binary_operator', 'children': ['128', '145'], 'value': '+'},{'id': '128', 'type': 'binary_operator', 'children': ['129', '142'], 'value': '+'},{'id': '129', 'type': 'binary_operator', 'children': ['130', '141'], 'value': '+'},{'id': '130', 'type': 'binary_operator', 'children': ['131', '138'], 'value': '+'},{'id': '131', 'type': 'binary_operator', 'children': ['132', '137'], 'value': '+'},{'id': '132', 'type': 'attribute', 'children': ['133', '136']},{'id': '133', 'type': 'attribute', 'children': ['134', '135']},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'ctx'},{'id': '135', 'type': 'identifier', 'children': [], 'value': 'mapreduce_spec'},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '137', 'type': 'string', 'children': [], 'value': '"/"'},{'id': '138', 'type': 'attribute', 'children': ['139', '140']},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'ctx'},{'id': '140', 'type': 'identifier', 'children': [], 'value': 'mapreduce_id'},{'id': '141', 'type': 'string', 'children': [], 'value': '"/output-"'},{'id': '142', 'type': 'attribute', 'children': ['143', '144']},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'ctx'},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'shard_id'},{'id': '145', 'type': 'string', 'children': [], 'value': '"-"'},{'id': '146', 'type': 'call', 'children': ['147', '148']},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '148', 'type': 'argument_list', 'children': ['149']},{'id': '149', 'type': 'call', 'children': ['150', '151']},{'id': '150', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '151', 'type': 'argument_list', 'children': ['152']},{'id': '152', 'type': 'call', 'children': ['153', '156']},{'id': '153', 'type': 'attribute', 'children': ['154', '155']},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'time'},{'id': '155', 'type': 'identifier', 'children': [], 'value': 'time'},{'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': 'full_filename'},{'id': '160', 'type': 'binary_operator', 'children': ['161', '162'], 'value': '%'},{'id': '161', 'type': 'string', 'children': [], 'value': '"/%s/%s"'},{'id': '162', 'type': 'tuple', 'children': ['163', '164']},{'id': '163', 'type': 'identifier', 'children': [], 'value': 'bucket_name'},{'id': '164', 'type': 'identifier', 'children': [], 'value': 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'argument_list', 'children': ['225', '228']},{'id': '225', 'type': 'keyword_argument', 'children': ['226', '227']},{'id': '226', 'type': 'identifier', 'children': [], 'value': 'key_name'},{'id': '227', 'type': 'identifier', 'children': [], 'value': 'full_filename'},{'id': '228', 'type': 'keyword_argument', 'children': ['229', '230']},{'id': '229', 'type': 'identifier', 'children': [], 'value': 'parent'},{'id': '230', 'type': 'call', 'children': ['231', '234']},{'id': '231', 'type': 'attribute', 'children': ['232', '233']},{'id': '232', 'type': 'identifier', 'children': [], 'value': '_OutputFile'},{'id': '233', 'type': 'identifier', 'children': [], 'value': 'get_root_key'},{'id': '234', 'type': 'argument_list', 'children': ['235']},{'id': '235', 'type': 'attribute', 'children': ['236', '237']},{'id': '236', 'type': 'identifier', 'children': [], 'value': 'ctx'},{'id': '237', 'type': 'identifier', 'children': [], 'value': 'mapreduce_id'},{'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': 'entity'},{'id': '242', 'type': 'identifier', 'children': [], 'value': 'put'},{'id': '243', 'type': 'argument_list', 'children': []}
def _sort_records_map(records): ctx = context.get() l = len(records) key_records = [None] * l logging.debug("Parsing") for i in range(l): proto = kv_pb.KeyValue() proto.ParseFromString(records[i]) key_records[i] = (proto.key(), records[i]) logging.debug("Sorting") key_records.sort(cmp=_compare_keys) logging.debug("Writing") mapper_spec = ctx.mapreduce_spec.mapper params = input_readers._get_params(mapper_spec) bucket_name = params.get("bucket_name") filename = (ctx.mapreduce_spec.name + "/" + ctx.mapreduce_id + "/output-" + ctx.shard_id + "-" + str(int(time.time()))) full_filename = "/%s/%s" % (bucket_name, filename) filehandle = cloudstorage.open(full_filename, mode="w") with output_writers.GCSRecordsPool(filehandle, ctx=ctx) as pool: for key_record in key_records: pool.append(key_record[1]) logging.debug("Finalizing") filehandle.close() entity = _OutputFile(key_name=full_filename, parent=_OutputFile.get_root_key(ctx.mapreduce_id)) entity.put()
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'value': 'keys'},{'id': '46', 'type': 'slice', 'children': ['47', '48', '49']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '48', 'type': 'colon', 'children': []},{'id': '49', 'type': 'binary_operator', 'children': ['50', '51'], 'value': '+'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '51', 'type': 'attribute', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'cls'},{'id': '53', 'type': 'identifier', 'children': [], 'value': '_MAX_STATES_IN_MEMORY'},{'id': '54', 'type': 'expression_statement', 'children': ['55']},{'id': '55', 'type': 'assignment', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'states'},{'id': '57', 'type': 'call', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'no_tx_get'},{'id': '59', 'type': 'argument_list', 'children': ['60']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': 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'children': [], 'value': 's'}
def find_all_by_mapreduce_state(cls, mapreduce_state): keys = cls.calculate_keys_by_mapreduce_state(mapreduce_state) i = 0 while i < len(keys): @db.non_transactional def no_tx_get(i): return db.get(keys[i:i+cls._MAX_STATES_IN_MEMORY]) states = no_tx_get(i) for s in states: i += 1 if s is not None: yield s
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def calculate_keys_by_mapreduce_state(cls, mapreduce_state): if mapreduce_state is None: return [] keys = [] for i in range(mapreduce_state.mapreduce_spec.mapper.shard_count): shard_id = cls.shard_id_from_number(mapreduce_state.key().name(), i) keys.append(cls.get_key_by_shard_id(shard_id)) return keys
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def split(cls, n, contiguous, can_query=itertools.chain(itertools.repeat(True, 50), itertools.repeat(False)).next, _app=None): if n < 1: raise ValueError('n must be >= 1') ranges = None if can_query(): if not contiguous: ns_keys = get_namespace_keys(_app, n + 1) if not ns_keys: return [] else: if len(ns_keys) <= n: ns_range = [] for ns_key in ns_keys: ns_range.append(NamespaceRange(ns_key.name() or '', ns_key.name() or '', _app=_app)) return sorted(ns_range, key=lambda ns_range: ns_range.namespace_start) ranges = [NamespaceRange(ns_keys[0].name() or '', _app=_app)] else: ns_range = NamespaceRange(_app=_app).normalized_start() if ns_range is None: return [NamespaceRange(_app=_app)] ranges = [ns_range] else: ranges = [NamespaceRange(_app=_app)] singles = [] while ranges and (len(ranges) + len(singles)) < n: namespace_range = ranges.pop(0) if namespace_range.is_single_namespace: singles.append(namespace_range) else: left, right = namespace_range.split_range() if can_query(): right = right.normalized_start() if right is not None: ranges.append(right) ranges.append(left) ns_ranges = sorted(singles + ranges, key=lambda ns_range: ns_range.namespace_start) if contiguous: if not ns_ranges: return [NamespaceRange(_app=_app)] continuous_ns_ranges = [] for i in range(len(ns_ranges)): if i == 0: namespace_start = MIN_NAMESPACE else: namespace_start = ns_ranges[i].namespace_start if i == len(ns_ranges) - 1: namespace_end = MAX_NAMESPACE else: namespace_end = _ord_to_namespace( _namespace_to_ord(ns_ranges[i+1].namespace_start) - 1) continuous_ns_ranges.append(NamespaceRange(namespace_start, namespace_end, _app=_app)) return continuous_ns_ranges else: return ns_ranges
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '12']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_parse_raw_members'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '10']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'leaderboard_name'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'members'},{'id': '7', 'type': 'default_parameter', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'members_only'},{'id': '9', 'type': 'False', 'children': []},{'id': '10', 'type': 'dictionary_splat_pattern', 'children': ['11']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'options'},{'id': '12', 'type': 'block', 'children': ['13', '15', '29']},{'id': '13', 'type': 'expression_statement', 'children': ['14']},{'id': '14', 'type': 'string', 'children': [], 'value': "'''\n Parse the raw leaders data as returned from a given leader board query. Do associative\n lookups with the member to rank, score and potentially sort the results.\n @param leaderboard_name [String] Name of the leaderboard.\n @param members [List] A list of members as returned from a sorted set range query\n @param members_only [bool] Set True to return the members as is, Default is False.\n @param options [Hash] Options to be used when retrieving the page from the named leaderboard.\n @return a list of members.\n '''"},{'id': '15', 'type': 'if_statement', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'members_only'},{'id': '17', 'type': 'block', 'children': ['18']},{'id': '18', 'type': 'return_statement', 'children': ['19']},{'id': '19', 'type': 'list_comprehension', 'children': ['20', '26']},{'id': '20', 'type': 'dictionary', 'children': ['21']},{'id': '21', 'type': 'pair', 'children': ['22', '25']},{'id': '22', 'type': 'attribute', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'MEMBER_KEY'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '26', 'type': 'for_in_clause', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'members'},{'id': '29', 'type': 'if_statement', 'children': ['30', '31', '42']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'members'},{'id': '31', 'type': 'block', 'children': ['32']},{'id': '32', 'type': 'return_statement', 'children': ['33']},{'id': '33', 'type': 'call', 'children': ['34', '37']},{'id': '34', 'type': 'attribute', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'ranked_in_list_in'},{'id': '37', 'type': 'argument_list', 'children': ['38', '39', '40']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'leaderboard_name'},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'members'},{'id': '40', 'type': 'dictionary_splat', 'children': ['41']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'options'},{'id': '42', 'type': 'else_clause', 'children': ['43']},{'id': '43', 'type': 'block', 'children': ['44']},{'id': '44', 'type': 'return_statement', 'children': ['45']},{'id': '45', 'type': 'list', 'children': [], 'value': '[]'}
def _parse_raw_members( self, leaderboard_name, members, members_only=False, **options): ''' Parse the raw leaders data as returned from a given leader board query. Do associative lookups with the member to rank, score and potentially sort the results. @param leaderboard_name [String] Name of the leaderboard. @param members [List] A list of members as returned from a sorted set range query @param members_only [bool] Set True to return the members as is, Default is False. @param options [Hash] Options to be used when retrieving the page from the named leaderboard. @return a list of members. ''' if members_only: return [{self.MEMBER_KEY: m} for m in members] if members: return self.ranked_in_list_in(leaderboard_name, members, **options) else: return []
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'results'},{'id': '27', 'type': 'None', 'children': []},{'id': '28', 'type': 'default_parameter', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '30', 'type': 'None', 'children': []},{'id': '31', 'type': 'default_parameter', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'max_tempo'},{'id': '33', 'type': 'None', 'children': []},{'id': '34', 'type': 'default_parameter', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'min_tempo'},{'id': '36', 'type': 'None', 'children': []},{'id': '37', 'type': 'default_parameter', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'max_duration'},{'id': '39', 'type': 'None', 'children': []},{'id': '40', 'type': 'default_parameter', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'min_duration'},{'id': '42', 'type': 'None', 'children': []},{'id': '43', 'type': 'default_parameter', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'max_loudness'},{'id': '45', 'type': 'None', 'children': []},{'id': '46', 'type': 'default_parameter', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'min_loudness'},{'id': '48', 'type': 'None', 'children': []},{'id': '49', 'type': 'default_parameter', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'artist_max_familiarity'},{'id': '51', 'type': 'None', 'children': []},{'id': '52', 'type': 'default_parameter', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'artist_min_familiarity'},{'id': '54', 'type': 'None', 'children': []},{'id': '55', 'type': 'default_parameter', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'artist_max_hotttnesss'},{'id': '57', 'type': 'None', 'children': []},{'id': '58', 'type': 'default_parameter', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'artist_min_hotttnesss'},{'id': '60', 'type': 'None', 'children': []},{'id': '61', 'type': 'default_parameter', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'song_max_hotttnesss'},{'id': '63', 'type': 'None', 'children': []},{'id': '64', 'type': 'default_parameter', 'children': ['65', '66']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'song_min_hotttnesss'},{'id': '66', 'type': 'None', 'children': []},{'id': '67', 'type': 'default_parameter', 'children': ['68', '69']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'mode'},{'id': '69', 'type': 'None', 'children': []},{'id': '70', 'type': 'default_parameter', 'children': ['71', '72']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'min_energy'},{'id': '72', 'type': 'None', 'children': []},{'id': '73', 'type': 'default_parameter', 'children': ['74', 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def search(title=None, artist=None, artist_id=None, combined=None, description=None, style=None, mood=None, results=None, start=None, max_tempo=None, min_tempo=None, max_duration=None, min_duration=None, max_loudness=None, min_loudness=None, artist_max_familiarity=None, artist_min_familiarity=None, artist_max_hotttnesss=None, artist_min_hotttnesss=None, song_max_hotttnesss=None, song_min_hotttnesss=None, mode=None, min_energy=None, max_energy=None, min_danceability=None, max_danceability=None, key=None, max_latitude=None, min_latitude=None, max_longitude=None, min_longitude=None, sort=None, buckets=None, limit=False, test_new_things=None, rank_type=None, artist_start_year_after=None, artist_start_year_before=None, artist_end_year_after=None, artist_end_year_before=None,song_type=None,min_song_currency=None,max_song_currency=None, min_song_discovery=None, max_song_discovery=None, max_acousticness=None, min_acousticness=None, max_liveness=None, min_liveness=None, max_speechiness=None, min_speechiness=None, max_valence=None, min_valence=None): limit = str(limit).lower() kwargs = locals() kwargs['bucket'] = buckets del kwargs['buckets'] result = util.callm("%s/%s" % ('song', 'search'), kwargs) return [Song(**util.fix(s_dict)) for s_dict in result['response']['songs']]
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def list_campaigns(self, **kwargs): kwargs = self._verify_sort_options(kwargs) kwargs = self._verify_filters(kwargs, Campaign, True) api = self._get_api(update_service.DefaultApi) return PaginatedResponse(api.update_campaign_list, lwrap_type=Campaign, **kwargs)
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def list_campaign_device_states(self, campaign_id, **kwargs): kwargs = self._verify_sort_options(kwargs) kwargs = self._verify_filters(kwargs, CampaignDeviceState, True) kwargs["campaign_id"] = campaign_id api = self._get_api(update_service.DefaultApi) return PaginatedResponse(api.update_campaign_metadata_list, lwrap_type=CampaignDeviceState, **kwargs)
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def list_firmware_manifests(self, **kwargs): kwargs = self._verify_sort_options(kwargs) kwargs = self._verify_filters(kwargs, FirmwareManifest, True) api = self._get_api(update_service.DefaultApi) return PaginatedResponse(api.firmware_manifest_list, lwrap_type=FirmwareManifest, **kwargs)
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'106']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'tools'},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'java'},{'id': '108', 'type': 'string', 'children': [], 'value': '" -Xmx"'},{'id': '109', 'type': 'attribute', 'children': ['110', '113']},{'id': '110', 'type': 'attribute', 'children': ['111', '112']},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'pm'},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'javamem'},{'id': '114', 'type': 'expression_statement', 'children': ['115']},{'id': '115', 'type': 'augmented_assignment', 'children': ['116', '117'], 'value': '+='},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'cmd'},{'id': '117', 'type': 'binary_operator', 'children': ['118', '125'], 'value': '+'},{'id': '118', 'type': 'binary_operator', 'children': ['119', '120'], 'value': '+'},{'id': '119', 'type': 'string', 'children': [], 'value': '" -jar "'},{'id': '120', 'type': 'attribute', 'children': ['121', '124']},{'id': '121', 'type': 'attribute', 'children': ['122', '123']},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'tools'},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'picard'},{'id': '125', 'type': 'string', 'children': [], 'value': '" MergeSamFiles"'},{'id': '126', 'type': 'expression_statement', 'children': ['127']},{'id': '127', 'type': 'augmented_assignment', 'children': ['128', '129'], 'value': '+='},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'cmd'},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'input_string'},{'id': '130', 'type': 'expression_statement', 'children': ['131']},{'id': '131', 'type': 'augmented_assignment', 'children': ['132', '133'], 'value': '+='},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'cmd'},{'id': '133', 'type': 'binary_operator', 'children': ['134', '135'], 'value': '+'},{'id': '134', 'type': 'string', 'children': [], 'value': '" OUTPUT="'},{'id': '135', 'type': 'identifier', 'children': [], 'value': 'merged_bam'},{'id': '136', 'type': 'expression_statement', 'children': ['137']},{'id': '137', 'type': 'augmented_assignment', 'children': ['138', '139'], 'value': '+='},{'id': '138', 'type': 'identifier', 'children': [], 'value': 'cmd'},{'id': '139', 'type': 'binary_operator', 'children': ['140', '141'], 'value': '+'},{'id': '140', 'type': 'string', 'children': [], 'value': '" ASSUME_SORTED="'},{'id': '141', 'type': 'call', 'children': ['142', '143']},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '143', 'type': 'argument_list', 'children': ['144']},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'in_sorted'},{'id': '145', 'type': 'expression_statement', 'children': ['146']},{'id': '146', 'type': 'augmented_assignment', 'children': ['147', '148'], 'value': '+='},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'cmd'},{'id': '148', 'type': 'string', 'children': [], 'value': '" CREATE_INDEX=TRUE"'},{'id': '149', 'type': 'expression_statement', 'children': ['150']},{'id': '150', 'type': 'augmented_assignment', 'children': ['151', '152'], 'value': '+='},{'id': '151', 'type': 'identifier', 'children': [], 'value': 'cmd'},{'id': '152', 'type': 'string', 'children': [], 'value': '" VALIDATION_STRINGENCY=SILENT"'},{'id': '153', 'type': 'if_statement', 'children': ['154', '155']},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'tmp_dir'},{'id': '155', 'type': 'block', 'children': ['156']},{'id': '156', 'type': 'expression_statement', 'children': ['157']},{'id': '157', 'type': 'augmented_assignment', 'children': ['158', '159'], 'value': '+='},{'id': '158', 'type': 'identifier', 'children': [], 'value': 'cmd'},{'id': '159', 'type': 'binary_operator', 'children': ['160', '161'], 'value': '+'},{'id': '160', 'type': 'string', 'children': [], 'value': '" TMP_DIR="'},{'id': '161', 'type': 'identifier', 'children': [], 'value': 'tmp_dir'},{'id': '162', 'type': 'return_statement', 'children': ['163']},{'id': '163', 'type': 'identifier', 'children': [], 'value': 'cmd'}
def merge_bams(self, input_bams, merged_bam, in_sorted="TRUE", tmp_dir=None): if not len(input_bams) > 1: print("No merge required") return 0 outdir, _ = os.path.split(merged_bam) if outdir and not os.path.exists(outdir): print("Creating path to merge file's folder: '{}'".format(outdir)) os.makedirs(outdir) if in_sorted in [False, True]: in_sorted = "TRUE" if in_sorted else "FALSE" input_string = " INPUT=" + " INPUT=".join(input_bams) cmd = self.tools.java + " -Xmx" + self.pm.javamem cmd += " -jar " + self.tools.picard + " MergeSamFiles" cmd += input_string cmd += " OUTPUT=" + merged_bam cmd += " ASSUME_SORTED=" + str(in_sorted) cmd += " CREATE_INDEX=TRUE" cmd += " VALIDATION_STRINGENCY=SILENT" if tmp_dir: cmd += " TMP_DIR=" + tmp_dir return cmd
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '10']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'samtools_view'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'file_name'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'param'},{'id': '7', 'type': 'default_parameter', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'postpend'},{'id': '9', 'type': 'string', 'children': [], 'value': '""'},{'id': '10', 'type': 'block', 'children': ['11', '27']},{'id': '11', 'type': 'expression_statement', 'children': ['12']},{'id': '12', 'type': 'assignment', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'cmd'},{'id': '14', 'type': 'call', 'children': ['15', '18']},{'id': '15', 'type': 'attribute', 'children': ['16', '17']},{'id': '16', 'type': 'string', 'children': [], 'value': '"{} view {} {} {}"'},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '18', 'type': 'argument_list', 'children': ['19', '24', '25', '26']},{'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': 'tools'},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'samtools'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'param'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'file_name'},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'postpend'},{'id': '27', 'type': 'return_statement', 'children': ['28']},{'id': '28', 'type': 'call', 'children': ['29', '32']},{'id': '29', 'type': 'attribute', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'subprocess'},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'check_output'},{'id': '32', 'type': 'argument_list', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'cmd'},{'id': '34', 'type': 'keyword_argument', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'shell'},{'id': '36', 'type': 'True', 'children': []}
def samtools_view(self, file_name, param, postpend=""): cmd = "{} view {} {} {}".format( self.tools.samtools, param, file_name, postpend) return subprocess.check_output(cmd, shell=True)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sam_conversions'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'sam_file'},{'id': '6', 'type': 'default_parameter', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'depth'},{'id': '8', 'type': 'True', 'children': []},{'id': '9', 'type': 'block', 'children': ['10', '34', '64', '84', '117']},{'id': '10', 'type': 'expression_statement', 'children': ['11']},{'id': '11', 'type': 'assignment', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'cmd'},{'id': '13', 'type': 'binary_operator', 'children': ['14', '33'], 'value': '+'},{'id': '14', 'type': 'binary_operator', 'children': ['15', '26'], 'value': '+'},{'id': '15', 'type': 'binary_operator', 'children': ['16', '25'], 'value': '+'},{'id': '16', 'type': 'binary_operator', 'children': ['17', '24'], 'value': '+'},{'id': '17', 'type': 'binary_operator', 'children': ['18', '23'], 'value': '+'},{'id': '18', 'type': 'attribute', 'children': ['19', '22']},{'id': '19', 'type': 'attribute', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'tools'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'samtools'},{'id': '23', 'type': 'string', 'children': [], 'value': '" view -bS "'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'sam_file'},{'id': '25', 'type': 'string', 'children': [], 'value': '" > "'},{'id': '26', 'type': 'call', 'children': ['27', '30']},{'id': '27', 'type': 'attribute', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'sam_file'},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'replace'},{'id': '30', 'type': 'argument_list', 'children': ['31', '32']},{'id': '31', 'type': 'string', 'children': [], 'value': '".sam"'},{'id': '32', 'type': 'string', 'children': [], 'value': '".bam"'},{'id': '33', 'type': 'string', 'children': [], 'value': '"\\n"'},{'id': '34', 'type': 'expression_statement', 'children': ['35']},{'id': '35', 'type': 'augmented_assignment', 'children': ['36', '37'], 'value': '+='},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'cmd'},{'id': '37', 'type': 'binary_operator', 'children': ['38', '63'], 'value': '+'},{'id': '38', 'type': 'binary_operator', 'children': ['39', '56'], 'value': '+'},{'id': '39', 'type': 'binary_operator', 'children': ['40', '55'], 'value': '+'},{'id': '40', 'type': 'binary_operator', 'children': ['41', '48'], 'value': '+'},{'id': '41', 'type': 'binary_operator', 'children': ['42', '47'], 'value': '+'},{'id': '42', 'type': 'attribute', 'children': ['43', '46']},{'id': '43', 'type': 'attribute', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'tools'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'samtools'},{'id': '47', 'type': 'string', 'children': [], 'value': '" sort "'},{'id': '48', 'type': 'call', 'children': ['49', '52']},{'id': '49', 'type': 'attribute', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'sam_file'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'replace'},{'id': '52', 'type': 'argument_list', 'children': ['53', '54']},{'id': '53', 'type': 'string', 'children': [], 'value': '".sam"'},{'id': '54', 'type': 'string', 'children': [], 'value': '".bam"'},{'id': '55', 'type': 'string', 'children': [], 'value': '" -o "'},{'id': '56', 'type': 'call', 'children': ['57', '60']},{'id': '57', 'type': 'attribute', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'sam_file'},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'replace'},{'id': '60', 'type': 'argument_list', 'children': ['61', '62']},{'id': '61', 'type': 'string', 'children': [], 'value': '".sam"'},{'id': '62', 'type': 'string', 'children': [], 'value': '"_sorted.bam"'},{'id': '63', 'type': 'string', 'children': [], 'value': '"\\n"'},{'id': '64', 'type': 'expression_statement', 'children': ['65']},{'id': '65', 'type': 'augmented_assignment', 'children': ['66', '67'], 'value': '+='},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'cmd'},{'id': '67', 'type': 'binary_operator', 'children': ['68', '83'], 'value': '+'},{'id': '68', 'type': 'binary_operator', 'children': ['69', '76'], 'value': '+'},{'id': '69', 'type': 'binary_operator', 'children': ['70', '75'], 'value': '+'},{'id': '70', 'type': 'attribute', 'children': ['71', '74']},{'id': '71', 'type': 'attribute', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'tools'},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'samtools'},{'id': '75', 'type': 'string', 'children': [], 'value': '" index "'},{'id': '76', 'type': 'call', 'children': ['77', '80']},{'id': '77', 'type': 'attribute', 'children': ['78', '79']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'sam_file'},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'replace'},{'id': '80', 'type': 'argument_list', 'children': ['81', '82']},{'id': '81', 'type': 'string', 'children': [], 'value': '".sam"'},{'id': '82', 'type': 'string', 'children': [], 'value': '"_sorted.bam"'},{'id': '83', 'type': 'string', 'children': [], 'value': '"\\n"'},{'id': '84', 'type': 'if_statement', 'children': ['85', '86']},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'depth'},{'id': '86', 'type': 'block', 'children': ['87']},{'id': '87', 'type': 'expression_statement', 'children': ['88']},{'id': '88', 'type': 'augmented_assignment', 'children': ['89', '90'], 'value': '+='},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'cmd'},{'id': '90', 'type': 'binary_operator', 'children': ['91', '116'], 'value': '+'},{'id': '91', 'type': 'binary_operator', 'children': ['92', '109'], 'value': '+'},{'id': '92', 'type': 'binary_operator', 'children': ['93', '108'], 'value': '+'},{'id': '93', 'type': 'binary_operator', 'children': ['94', '101'], 'value': '+'},{'id': '94', 'type': 'binary_operator', 'children': ['95', '100'], 'value': '+'},{'id': '95', 'type': 'attribute', 'children': ['96', '99']},{'id': '96', 'type': 'attribute', 'children': ['97', '98']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'tools'},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'samtools'},{'id': '100', 'type': 'string', 'children': [], 'value': '" depth "'},{'id': '101', 'type': 'call', 'children': ['102', '105']},{'id': '102', 'type': 'attribute', 'children': ['103', '104']},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'sam_file'},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'replace'},{'id': '105', 'type': 'argument_list', 'children': ['106', '107']},{'id': '106', 'type': 'string', 'children': [], 'value': '".sam"'},{'id': '107', 'type': 'string', 'children': [], 'value': '"_sorted.bam"'},{'id': '108', 'type': 'string', 'children': [], 'value': '" > "'},{'id': '109', 'type': 'call', 'children': ['110', '113']},{'id': '110', 'type': 'attribute', 'children': ['111', '112']},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'sam_file'},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'replace'},{'id': '113', 'type': 'argument_list', 'children': ['114', '115']},{'id': '114', 'type': 'string', 'children': [], 'value': '".sam"'},{'id': '115', 'type': 'string', 'children': [], 'value': '"_sorted.depth"'},{'id': '116', 'type': 'string', 'children': [], 'value': '"\\n"'},{'id': '117', 'type': 'return_statement', 'children': ['118']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'cmd'}
def sam_conversions(self, sam_file, depth=True): cmd = self.tools.samtools + " view -bS " + sam_file + " > " + sam_file.replace(".sam", ".bam") + "\n" cmd += self.tools.samtools + " sort " + sam_file.replace(".sam", ".bam") + " -o " + sam_file.replace(".sam", "_sorted.bam") + "\n" cmd += self.tools.samtools + " index " + sam_file.replace(".sam", "_sorted.bam") + "\n" if depth: cmd += self.tools.samtools + " depth " + sam_file.replace(".sam", "_sorted.bam") + " > " + sam_file.replace(".sam", "_sorted.depth") + "\n" return cmd
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'bam_conversions'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'bam_file'},{'id': '6', 'type': 'default_parameter', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'depth'},{'id': '8', 'type': 'True', 'children': []},{'id': '9', 'type': 'block', 'children': ['10', '34', '58', '78', '111']},{'id': '10', 'type': 'expression_statement', 'children': ['11']},{'id': '11', 'type': 'assignment', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'cmd'},{'id': '13', 'type': 'binary_operator', 'children': ['14', '33'], 'value': '+'},{'id': '14', 'type': 'binary_operator', 'children': ['15', '26'], 'value': '+'},{'id': '15', 'type': 'binary_operator', 'children': ['16', '25'], 'value': '+'},{'id': '16', 'type': 'binary_operator', 'children': ['17', '24'], 'value': '+'},{'id': '17', 'type': 'binary_operator', 'children': ['18', '23'], 'value': '+'},{'id': '18', 'type': 'attribute', 'children': ['19', '22']},{'id': '19', 'type': 'attribute', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'tools'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'samtools'},{'id': '23', 'type': 'string', 'children': [], 'value': '" view -h "'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'bam_file'},{'id': '25', 'type': 'string', 'children': [], 'value': '" > "'},{'id': '26', 'type': 'call', 'children': ['27', '30']},{'id': '27', 'type': 'attribute', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'bam_file'},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'replace'},{'id': '30', 'type': 'argument_list', 'children': ['31', '32']},{'id': '31', 'type': 'string', 'children': [], 'value': '".bam"'},{'id': '32', 'type': 'string', 'children': [], 'value': '".sam"'},{'id': '33', 'type': 'string', 'children': [], 'value': '"\\n"'},{'id': '34', 'type': 'expression_statement', 'children': ['35']},{'id': '35', 'type': 'augmented_assignment', 'children': ['36', '37'], 'value': '+='},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'cmd'},{'id': '37', 'type': 'binary_operator', 'children': ['38', '57'], 'value': '+'},{'id': '38', 'type': 'binary_operator', 'children': ['39', '50'], 'value': '+'},{'id': '39', 'type': 'binary_operator', 'children': ['40', '49'], 'value': '+'},{'id': '40', 'type': 'binary_operator', 'children': ['41', '48'], 'value': '+'},{'id': '41', 'type': 'binary_operator', 'children': ['42', '47'], 'value': '+'},{'id': '42', 'type': 'attribute', 'children': ['43', '46']},{'id': '43', 'type': 'attribute', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'tools'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'samtools'},{'id': '47', 'type': 'string', 'children': [], 'value': '" sort "'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'bam_file'},{'id': '49', 'type': 'string', 'children': [], 'value': '" -o "'},{'id': '50', 'type': 'call', 'children': ['51', '54']},{'id': '51', 'type': 'attribute', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'bam_file'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'replace'},{'id': '54', 'type': 'argument_list', 'children': ['55', '56']},{'id': '55', 'type': 'string', 'children': [], 'value': '".bam"'},{'id': '56', 'type': 'string', 'children': [], 'value': '"_sorted.bam"'},{'id': '57', 'type': 'string', 'children': [], 'value': '"\\n"'},{'id': '58', 'type': 'expression_statement', 'children': ['59']},{'id': '59', 'type': 'augmented_assignment', 'children': ['60', '61'], 'value': '+='},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'cmd'},{'id': '61', 'type': 'binary_operator', 'children': ['62', '77'], 'value': '+'},{'id': '62', 'type': 'binary_operator', 'children': ['63', '70'], 'value': '+'},{'id': '63', 'type': 'binary_operator', 'children': ['64', '69'], 'value': '+'},{'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': 'samtools'},{'id': '69', 'type': 'string', 'children': [], 'value': '" index "'},{'id': '70', 'type': 'call', 'children': ['71', '74']},{'id': '71', 'type': 'attribute', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'bam_file'},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'replace'},{'id': '74', 'type': 'argument_list', 'children': ['75', '76']},{'id': '75', 'type': 'string', 'children': [], 'value': '".bam"'},{'id': '76', 'type': 'string', 'children': [], 'value': '"_sorted.bam"'},{'id': '77', 'type': 'string', 'children': [], 'value': '"\\n"'},{'id': '78', 'type': 'if_statement', 'children': ['79', '80']},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'depth'},{'id': '80', 'type': 'block', 'children': ['81']},{'id': '81', 'type': 'expression_statement', 'children': ['82']},{'id': '82', 'type': 'augmented_assignment', 'children': ['83', '84'], 'value': '+='},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'cmd'},{'id': '84', 'type': 'binary_operator', 'children': ['85', '110'], 'value': '+'},{'id': '85', 'type': 'binary_operator', 'children': ['86', '103'], 'value': '+'},{'id': '86', 'type': 'binary_operator', 'children': ['87', '102'], 'value': '+'},{'id': '87', 'type': 'binary_operator', 'children': ['88', '95'], 'value': '+'},{'id': '88', 'type': 'binary_operator', 'children': ['89', '94'], 'value': '+'},{'id': '89', 'type': 'attribute', 'children': ['90', '93']},{'id': '90', 'type': 'attribute', 'children': ['91', '92']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'tools'},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'samtools'},{'id': '94', 'type': 'string', 'children': [], 'value': '" depth "'},{'id': '95', 'type': 'call', 'children': ['96', '99']},{'id': '96', 'type': 'attribute', 'children': ['97', '98']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'bam_file'},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'replace'},{'id': '99', 'type': 'argument_list', 'children': ['100', '101']},{'id': '100', 'type': 'string', 'children': [], 'value': '".bam"'},{'id': '101', 'type': 'string', 'children': [], 'value': '"_sorted.bam"'},{'id': '102', 'type': 'string', 'children': [], 'value': '" > "'},{'id': '103', 'type': 'call', 'children': ['104', '107']},{'id': '104', 'type': 'attribute', 'children': ['105', '106']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'bam_file'},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'replace'},{'id': '107', 'type': 'argument_list', 'children': ['108', '109']},{'id': '108', 'type': 'string', 'children': [], 'value': '".bam"'},{'id': '109', 'type': 'string', 'children': [], 'value': '"_sorted.depth"'},{'id': '110', 'type': 'string', 'children': [], 'value': '"\\n"'},{'id': '111', 'type': 'return_statement', 'children': ['112']},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'cmd'}
def bam_conversions(self, bam_file, depth=True): cmd = self.tools.samtools + " view -h " + bam_file + " > " + bam_file.replace(".bam", ".sam") + "\n" cmd += self.tools.samtools + " sort " + bam_file + " -o " + bam_file.replace(".bam", "_sorted.bam") + "\n" cmd += self.tools.samtools + " index " + bam_file.replace(".bam", "_sorted.bam") + "\n" if depth: cmd += self.tools.samtools + " depth " + bam_file.replace(".bam", "_sorted.bam") + " > " + bam_file.replace(".bam", "_sorted.depth") + "\n" return cmd
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_checkpoint'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'stage'},{'id': '6', 'type': 'block', 'children': ['7', '14', '96', '106', '132']},{'id': '7', 'type': 'if_statement', 'children': ['8', '11']},{'id': '8', 'type': 'comparison_operator', 'children': ['9', '10'], 'value': 'is'},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'stage'},{'id': '10', 'type': 'None', 'children': []},{'id': '11', 'type': 'block', 'children': ['12']},{'id': '12', 'type': 'return_statement', 'children': ['13']},{'id': '13', 'type': 'False', 'children': []},{'id': '14', 'type': 'try_statement', 'children': ['15', '22', '72']},{'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': 'is_checkpoint'},{'id': '19', 'type': 'attribute', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'stage'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'checkpoint'},{'id': '22', 'type': 'except_clause', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'AttributeError'},{'id': '24', 'type': 'block', 'children': ['25']},{'id': '25', 'type': 'if_statement', 'children': ['26', '31', '38']},{'id': '26', 'type': 'call', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'hasattr'},{'id': '28', 'type': 'argument_list', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'stage'},{'id': '30', 'type': 'string', 'children': [], 'value': '"__call__"'},{'id': '31', 'type': 'block', 'children': ['32']},{'id': '32', 'type': 'expression_statement', 'children': ['33']},{'id': '33', 'type': 'assignment', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'stage'},{'id': '35', 'type': 'attribute', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'stage'},{'id': '37', 'type': 'identifier', 'children': [], 'value': '__name__'},{'id': '38', 'type': 'else_clause', 'children': ['39']},{'id': '39', 'type': 'block', 'children': ['40', '53']},{'id': '40', 'type': 'expression_statement', 'children': ['41']},{'id': '41', 'type': 'assignment', 'children': ['42', '45']},{'id': '42', 'type': 'pattern_list', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'base'},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'ext'},{'id': '45', 'type': 'call', 'children': ['46', '51']},{'id': '46', 'type': 'attribute', 'children': ['47', '50']},{'id': '47', 'type': 'attribute', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'os'},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'splitext'},{'id': '51', 'type': 'argument_list', 'children': ['52']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'stage'},{'id': '53', 'type': 'if_statement', 'children': ['54', '59']},{'id': '54', 'type': 'boolean_operator', 'children': ['55', '56'], 'value': 'and'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'ext'},{'id': '56', 'type': 'comparison_operator', 'children': ['57', '58'], 'value': 'not'},{'id': '57', 'type': 'string', 'children': [], 'value': '"."'},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'base'},{'id': '59', 'type': 'block', 'children': ['60']},{'id': '60', 'type': 'expression_statement', 'children': ['61']},{'id': '61', 'type': 'call', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '63', 'type': 'argument_list', 'children': ['64']},{'id': '64', 'type': 'call', 'children': ['65', '70']},{'id': '65', 'type': 'attribute', 'children': ['66', '69']},{'id': '66', 'type': 'concatenated_string', 'children': ['67', '68']},{'id': '67', 'type': 'string', 'children': [], 'value': '"WARNING: \'{}\' looks like it may be the name or path of "'},{'id': '68', 'type': 'string', 'children': [], 'value': '"a file; for such a checkpoint, use touch_checkpoint."'},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '70', 'type': 'argument_list', 'children': ['71']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'stage'},{'id': '72', 'type': 'else_clause', 'children': ['73']},{'id': '73', 'type': 'block', 'children': ['74', '90']},{'id': '74', 'type': 'if_statement', 'children': ['75', '77']},{'id': '75', 'type': 'not_operator', 'children': ['76']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'is_checkpoint'},{'id': '77', 'type': 'block', 'children': ['78', '88']},{'id': '78', 'type': 'expression_statement', 'children': ['79']},{'id': '79', 'type': 'call', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '81', 'type': 'argument_list', 'children': ['82']},{'id': '82', 'type': 'call', 'children': ['83', '86']},{'id': '83', 'type': 'attribute', 'children': ['84', '85']},{'id': '84', 'type': 'string', 'children': [], 'value': '"Not a checkpoint: {}"'},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '86', 'type': 'argument_list', 'children': ['87']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'stage'},{'id': '88', 'type': 'return_statement', 'children': ['89']},{'id': '89', 'type': 'False', 'children': []},{'id': '90', 'type': 'expression_statement', 'children': ['91']},{'id': '91', 'type': 'assignment', 'children': ['92', '93']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'stage'},{'id': '93', 'type': 'attribute', 'children': ['94', '95']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'stage'},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '96', 'type': 'expression_statement', 'children': ['97']},{'id': '97', 'type': 'call', 'children': ['98', '99']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '99', 'type': 'argument_list', 'children': ['100']},{'id': '100', 'type': 'call', 'children': ['101', '104']},{'id': '101', 'type': 'attribute', 'children': ['102', '103']},{'id': '102', 'type': 'string', 'children': [], 'value': '"Checkpointing: \'{}\'"'},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '104', 'type': 'argument_list', 'children': ['105']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'stage'},{'id': '106', 'type': 'if_statement', 'children': ['107', '115', '120']},{'id': '107', 'type': 'call', 'children': ['108', '113']},{'id': '108', 'type': 'attribute', 'children': ['109', '112']},{'id': '109', 'type': 'attribute', 'children': ['110', '111']},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'os'},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'isabs'},{'id': '113', 'type': 'argument_list', 'children': ['114']},{'id': '114', 'type': 'identifier', 'children': [], 'value': 'stage'},{'id': '115', 'type': 'block', 'children': ['116']},{'id': '116', 'type': 'expression_statement', 'children': ['117']},{'id': '117', 'type': 'assignment', 'children': ['118', '119']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'check_fpath'},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'stage'},{'id': '120', 'type': 'else_clause', 'children': ['121']},{'id': '121', 'type': 'block', 'children': ['122']},{'id': '122', 'type': 'expression_statement', 'children': ['123']},{'id': '123', 'type': 'assignment', 'children': ['124', '125']},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'check_fpath'},{'id': '125', 'type': 'call', 'children': ['126', '127']},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'checkpoint_filepath'},{'id': '127', 'type': 'argument_list', 'children': ['128', '129']},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'stage'},{'id': '129', 'type': 'keyword_argument', 'children': ['130', '131']},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'pm'},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '132', 'type': 'return_statement', 'children': ['133']},{'id': '133', 'type': 'call', 'children': ['134', '137']},{'id': '134', 'type': 'attribute', 'children': ['135', '136']},{'id': '135', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '136', 'type': 'identifier', 'children': [], 'value': '_touch_checkpoint'},{'id': '137', 'type': 'argument_list', 'children': ['138']},{'id': '138', 'type': 'identifier', 'children': [], 'value': 'check_fpath'}
def _checkpoint(self, stage): if stage is None: return False try: is_checkpoint = stage.checkpoint except AttributeError: if hasattr(stage, "__call__"): stage = stage.__name__ else: base, ext = os.path.splitext(stage) if ext and "." not in base: print("WARNING: '{}' looks like it may be the name or path of " "a file; for such a checkpoint, use touch_checkpoint.". format(stage)) else: if not is_checkpoint: print("Not a checkpoint: {}".format(stage)) return False stage = stage.name print("Checkpointing: '{}'".format(stage)) if os.path.isabs(stage): check_fpath = stage else: check_fpath = checkpoint_filepath(stage, pm=self) return self._touch_checkpoint(check_fpath)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '13']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'geolocation_sort'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '10']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'field_name'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'argument'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'unit'},{'id': '7', 'type': 'default_parameter', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'mode'},{'id': '9', 'type': 'None', 'children': []},{'id': '10', 'type': 'default_parameter', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'distance_type'},{'id': '12', 'type': 'None', 'children': []},{'id': '13', 'type': 'block', 'children': ['14', '76']},{'id': '14', 'type': 'function_definition', 'children': ['15', '16', '18']},{'id': '15', 'type': 'function_name', 'children': [], 'value': 'inner'},{'id': '16', 'type': 'parameters', 'children': ['17']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'asc'},{'id': '18', 'type': 'block', 'children': ['19', '33', '52', '63', '74']},{'id': '19', 'type': 'expression_statement', 'children': ['20']},{'id': '20', 'type': 'assignment', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'locations'},{'id': '22', 'type': 'call', 'children': ['23', '28']},{'id': '23', 'type': 'attribute', 'children': ['24', '27']},{'id': '24', 'type': 'attribute', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'request'},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'values'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'getlist'},{'id': '28', 'type': 'argument_list', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'argument'},{'id': '30', 'type': 'keyword_argument', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'type'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '33', 'type': 'expression_statement', 'children': ['34']},{'id': '34', 'type': 'assignment', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '36', 'type': 'dictionary', 'children': ['37']},{'id': '37', 'type': 'pair', 'children': ['38', '39']},{'id': '38', 'type': 'string', 'children': [], 'value': "'_geo_distance'"},{'id': '39', 'type': 'dictionary', 'children': ['40', '43', '49']},{'id': '40', 'type': 'pair', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'field_name'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'locations'},{'id': '43', 'type': 'pair', 'children': ['44', '45']},{'id': '44', 'type': 'string', 'children': [], 'value': "'order'"},{'id': '45', 'type': 'conditional_expression', 'children': ['46', '47', '48'], 'value': 'if'},{'id': '46', 'type': 'string', 'children': [], 'value': "'asc'"},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'asc'},{'id': '48', 'type': 'string', 'children': [], 'value': "'desc'"},{'id': '49', 'type': 'pair', 'children': ['50', '51']},{'id': '50', 'type': 'string', 'children': [], 'value': "'unit'"},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'unit'},{'id': '52', 'type': 'if_statement', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'mode'},{'id': '54', 'type': 'block', 'children': ['55']},{'id': '55', 'type': 'expression_statement', 'children': ['56']},{'id': '56', 'type': 'assignment', 'children': ['57', '62']},{'id': '57', 'type': 'subscript', 'children': ['58', '61']},{'id': '58', 'type': 'subscript', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '60', 'type': 'string', 'children': [], 'value': "'_geo_distance'"},{'id': '61', 'type': 'string', 'children': [], 'value': "'mode'"},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'mode'},{'id': '63', 'type': 'if_statement', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'distance_type'},{'id': '65', 'type': 'block', 'children': ['66']},{'id': '66', 'type': 'expression_statement', 'children': ['67']},{'id': '67', 'type': 'assignment', 'children': ['68', '73']},{'id': '68', 'type': 'subscript', 'children': ['69', '72']},{'id': '69', 'type': 'subscript', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '71', 'type': 'string', 'children': [], 'value': "'_geo_distance'"},{'id': '72', 'type': 'string', 'children': [], 'value': "'distance_type'"},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'distance_type'},{'id': '74', 'type': 'return_statement', 'children': ['75']},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '76', 'type': 'return_statement', 'children': ['77']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'inner'}
def geolocation_sort(field_name, argument, unit, mode=None, distance_type=None): def inner(asc): locations = request.values.getlist(argument, type=str) field = { '_geo_distance': { field_name: locations, 'order': 'asc' if asc else 'desc', 'unit': unit, } } if mode: field['_geo_distance']['mode'] = mode if distance_type: field['_geo_distance']['distance_type'] = distance_type return field return inner
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'eval_field'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'asc'},{'id': '6', 'type': 'block', 'children': ['7']},{'id': '7', 'type': 'if_statement', 'children': ['8', '13', '60', '71']},{'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': 'field'},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'dict'},{'id': '13', 'type': 'block', 'children': ['14']},{'id': '14', 'type': 'if_statement', 'children': ['15', '16', '19']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'asc'},{'id': '16', 'type': 'block', 'children': ['17']},{'id': '17', 'type': 'return_statement', 'children': ['18']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '19', 'type': 'else_clause', 'children': ['20']},{'id': '20', 'type': 'block', 'children': ['21', '30', '43', '58']},{'id': '21', 'type': 'expression_statement', 'children': ['22']},{'id': '22', 'type': 'assignment', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '24', 'type': 'call', 'children': ['25', '28']},{'id': '25', 'type': 'attribute', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'copy'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'deepcopy'},{'id': '28', 'type': 'argument_list', 'children': ['29']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '30', 'type': 'expression_statement', 'children': ['31']},{'id': '31', 'type': 'assignment', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '33', 'type': 'subscript', 'children': ['34', '42']},{'id': '34', 'type': 'call', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '36', 'type': 'argument_list', 'children': ['37']},{'id': '37', 'type': 'call', 'children': ['38', '41']},{'id': '38', 'type': 'attribute', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '41', 'type': 'argument_list', 'children': []},{'id': '42', 'type': 'integer', 'children': [], 'value': '0'},{'id': '43', 'type': 'expression_statement', 'children': ['44']},{'id': '44', 'type': 'assignment', 'children': ['45', '50']},{'id': '45', 'type': 'subscript', 'children': ['46', '49']},{'id': '46', 'type': 'subscript', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '49', 'type': 'string', 'children': [], 'value': "'order'"},{'id': '50', 'type': 'call', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'reverse_order'},{'id': '52', 'type': 'argument_list', 'children': ['53']},{'id': '53', 'type': 'subscript', 'children': ['54', '57']},{'id': '54', 'type': 'subscript', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '57', 'type': 'string', 'children': [], 'value': "'order'"},{'id': '58', 'type': 'return_statement', 'children': ['59']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '60', 'type': 'elif_clause', 'children': ['61', '65']},{'id': '61', 'type': 'call', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'callable'},{'id': '63', 'type': 'argument_list', 'children': ['64']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'field'},{'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': 'field'},{'id': '69', 'type': 'argument_list', 'children': ['70']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'asc'},{'id': '71', 'type': 'else_clause', 'children': ['72']},{'id': '72', 'type': 'block', 'children': ['73', '82', '91']},{'id': '73', 'type': 'expression_statement', 'children': ['74']},{'id': '74', 'type': 'assignment', 'children': ['75', '78']},{'id': '75', 'type': 'pattern_list', 'children': ['76', '77']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'key_asc'},{'id': '78', 'type': 'call', 'children': ['79', '80']},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'parse_sort_field'},{'id': '80', 'type': 'argument_list', 'children': ['81']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '82', 'type': 'if_statement', 'children': ['83', '85']},{'id': '83', 'type': 'not_operator', 'children': ['84']},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'asc'},{'id': '85', 'type': 'block', 'children': ['86']},{'id': '86', 'type': 'expression_statement', 'children': ['87']},{'id': '87', 'type': 'assignment', 'children': ['88', '89']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'key_asc'},{'id': '89', 'type': 'not_operator', 'children': ['90']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'key_asc'},{'id': '91', 'type': 'return_statement', 'children': ['92']},{'id': '92', 'type': 'dictionary', 'children': ['93']},{'id': '93', 'type': 'pair', 'children': ['94', '95']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '95', 'type': 'dictionary', 'children': ['96']},{'id': '96', 'type': 'pair', 'children': ['97', '98']},{'id': '97', 'type': 'string', 'children': [], 'value': "'order'"},{'id': '98', 'type': 'conditional_expression', 'children': ['99', '100', '101'], 'value': 'if'},{'id': '99', 'type': 'string', 'children': [], 'value': "'asc'"},{'id': '100', 'type': 'identifier', 'children': [], 'value': 'key_asc'},{'id': '101', 'type': 'string', 'children': [], 'value': "'desc'"}
def eval_field(field, asc): if isinstance(field, dict): if asc: return field else: field = copy.deepcopy(field) key = list(field.keys())[0] field[key]['order'] = reverse_order(field[key]['order']) return field elif callable(field): return field(asc) else: key, key_asc = parse_sort_field(field) if not asc: key_asc = not key_asc return {key: {'order': 'asc' if key_asc else 'desc'}}
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'default_sorter_factory'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'search'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '6', 'type': 'block', 'children': ['7', '11', '26', '69', '78', '97', '106', '126']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'sort_arg_name'},{'id': '10', 'type': 'string', 'children': [], 'value': "'sort'"},{'id': '11', 'type': 'expression_statement', 'children': ['12']},{'id': '12', 'type': 'assignment', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'urlfield'},{'id': '14', 'type': 'call', 'children': ['15', '20']},{'id': '15', 'type': 'attribute', 'children': ['16', '19']},{'id': '16', 'type': 'attribute', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'request'},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'values'},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '20', 'type': 'argument_list', 'children': ['21', '22', '23']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'sort_arg_name'},{'id': '22', 'type': 'string', 'children': [], 'value': "''"},{'id': '23', 'type': 'keyword_argument', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'type'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '26', 'type': 'if_statement', 'children': ['27', '29']},{'id': '27', 'type': 'not_operator', 'children': ['28']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'urlfield'},{'id': '29', 'type': 'block', 'children': ['30', '46']},{'id': '30', 'type': 'expression_statement', 'children': ['31']},{'id': '31', 'type': 'assignment', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'has_query'},{'id': '33', 'type': 'call', 'children': ['34', '39']},{'id': '34', 'type': 'attribute', 'children': ['35', '38']},{'id': '35', 'type': 'attribute', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'request'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'values'},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '39', 'type': 'argument_list', 'children': ['40', '41']},{'id': '40', 'type': 'string', 'children': [], 'value': "'q'"},{'id': '41', 'type': 'keyword_argument', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'type'},{'id': '43', 'type': 'attribute', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'six'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'text_type'},{'id': '46', 'type': 'expression_statement', 'children': ['47']},{'id': '47', 'type': 'assignment', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'urlfield'},{'id': '49', 'type': 'call', 'children': ['50', '63']},{'id': '50', 'type': 'attribute', 'children': ['51', '62']},{'id': '51', 'type': 'call', 'children': ['52', '59']},{'id': '52', 'type': 'attribute', 'children': ['53', '58']},{'id': '53', 'type': 'subscript', 'children': ['54', '57']},{'id': '54', 'type': 'attribute', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'current_app'},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'config'},{'id': '57', 'type': 'string', 'children': [], 'value': "'RECORDS_REST_DEFAULT_SORT'"},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '59', 'type': 'argument_list', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '61', 'type': 'dictionary', 'children': []},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '63', 'type': 'argument_list', 'children': ['64', '68']},{'id': '64', 'type': 'conditional_expression', 'children': ['65', '66', '67'], 'value': 'if'},{'id': '65', 'type': 'string', 'children': [], 'value': "'query'"},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'has_query'},{'id': '67', 'type': 'string', 'children': [], 'value': "'noquery'"},{'id': '68', 'type': 'string', 'children': [], 'value': "''"},{'id': '69', 'type': 'expression_statement', 'children': ['70']},{'id': '70', 'type': 'assignment', 'children': ['71', '74']},{'id': '71', 'type': 'pattern_list', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'asc'},{'id': '74', 'type': 'call', 'children': ['75', '76']},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'parse_sort_field'},{'id': '76', 'type': 'argument_list', 'children': ['77']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'urlfield'},{'id': '78', 'type': 'expression_statement', 'children': ['79']},{'id': '79', 'type': 'assignment', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'sort_options'},{'id': '81', 'type': 'call', 'children': ['82', '95']},{'id': '82', 'type': 'attribute', 'children': ['83', '94']},{'id': '83', 'type': 'call', 'children': ['84', '91']},{'id': '84', 'type': 'attribute', 'children': ['85', '90']},{'id': '85', 'type': 'subscript', 'children': ['86', '89']},{'id': '86', 'type': 'attribute', 'children': ['87', '88']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'current_app'},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'config'},{'id': '89', 'type': 'string', 'children': [], 'value': "'RECORDS_REST_SORT_OPTIONS'"},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '91', 'type': 'argument_list', 'children': ['92', '93']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '93', 'type': 'dictionary', 'children': []},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '95', 'type': 'argument_list', 'children': ['96']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '97', 'type': 'if_statement', 'children': ['98', '101']},{'id': '98', 'type': 'comparison_operator', 'children': ['99', '100'], 'value': 'is'},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'sort_options'},{'id': '100', 'type': 'None', 'children': []},{'id': '101', 'type': 'block', 'children': ['102']},{'id': '102', 'type': 'return_statement', 'children': ['103']},{'id': '103', 'type': 'tuple', 'children': ['104', '105']},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'search'},{'id': '105', 'type': 'dictionary', 'children': []},{'id': '106', 'type': 'expression_statement', 'children': ['107']},{'id': '107', 'type': 'assignment', 'children': ['108', '109']},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'search'},{'id': '109', 'type': 'call', 'children': ['110', '113']},{'id': '110', 'type': 'attribute', 'children': ['111', '112']},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'search'},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '113', 'type': 'argument_list', 'children': ['114']},{'id': '114', 'type': 'list_splat', 'children': ['115']},{'id': '115', 'type': 'list_comprehension', 'children': ['116', '121']},{'id': '116', 'type': 'call', 'children': ['117', '118']},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'eval_field'},{'id': '118', 'type': 'argument_list', 'children': ['119', '120']},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'asc'},{'id': '121', 'type': 'for_in_clause', 'children': ['122', '123']},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'f'},{'id': '123', 'type': 'subscript', 'children': ['124', '125']},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'sort_options'},{'id': '125', 'type': 'string', 'children': [], 'value': "'fields'"},{'id': '126', 'type': 'return_statement', 'children': ['127']},{'id': '127', 'type': 'tuple', 'children': ['128', '129']},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'search'},{'id': '129', 'type': 'dictionary', 'children': ['130']},{'id': '130', 'type': 'pair', 'children': ['131', '132']},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'sort_arg_name'},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'urlfield'}
def default_sorter_factory(search, index): sort_arg_name = 'sort' urlfield = request.values.get(sort_arg_name, '', type=str) if not urlfield: has_query = request.values.get('q', type=six.text_type) urlfield = current_app.config['RECORDS_REST_DEFAULT_SORT'].get( index, {}).get('query' if has_query else 'noquery', '') key, asc = parse_sort_field(urlfield) sort_options = current_app.config['RECORDS_REST_SORT_OPTIONS'].get( index, {}).get(key) if sort_options is None: return (search, {}) search = search.sort( *[eval_field(f, asc) for f in sort_options['fields']] ) return (search, {sort_arg_name: urlfield})
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'MakeHistFromList'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '7', 'type': 'string', 'children': [], 'value': "''"},{'id': '8', 'type': 'block', 'children': ['9', '18', '29']},{'id': '9', 'type': 'expression_statement', 'children': ['10']},{'id': '10', 'type': 'assignment', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'hist'},{'id': '12', 'type': 'call', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'Hist'},{'id': '14', 'type': 'argument_list', 'children': ['15']},{'id': '15', 'type': 'keyword_argument', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '18', 'type': 'expression_statement', 'children': ['19']},{'id': '19', 'type': 'list_comprehension', 'children': ['20', '26']},{'id': '20', 'type': 'call', 'children': ['21', '24']},{'id': '21', 'type': 'attribute', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'hist'},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'Incr'},{'id': '24', 'type': 'argument_list', 'children': ['25']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '26', 'type': 'for_in_clause', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '29', 'type': 'return_statement', 'children': ['30']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'hist'}
def MakeHistFromList(t, name=''): hist = Hist(name=name) [hist.Incr(x) for x in t] return hist
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'MakePmfFromList'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '7', 'type': 'string', 'children': [], 'value': "''"},{'id': '8', 'type': 'block', 'children': ['9', '16', '24', '32', '38']},{'id': '9', 'type': 'expression_statement', 'children': ['10']},{'id': '10', 'type': 'assignment', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'hist'},{'id': '12', 'type': 'call', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'MakeHistFromList'},{'id': '14', 'type': 'argument_list', 'children': ['15']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '16', 'type': 'expression_statement', 'children': ['17']},{'id': '17', 'type': 'assignment', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '19', 'type': 'call', 'children': ['20', '23']},{'id': '20', 'type': 'attribute', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'hist'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'GetDict'},{'id': '23', 'type': 'argument_list', 'children': []},{'id': '24', 'type': 'expression_statement', 'children': ['25']},{'id': '25', 'type': 'assignment', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'pmf'},{'id': '27', 'type': 'call', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'Pmf'},{'id': '29', 'type': 'argument_list', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'name'},{'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': 'pmf'},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'Normalize'},{'id': '37', 'type': 'argument_list', 'children': []},{'id': '38', 'type': 'return_statement', 'children': ['39']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'pmf'}
def MakePmfFromList(t, name=''): hist = MakeHistFromList(t) d = hist.GetDict() pmf = Pmf(d, name) pmf.Normalize() return pmf
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'MakeSuiteFromList'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '7', 'type': 'string', 'children': [], 'value': "''"},{'id': '8', 'type': 'block', 'children': ['9', '16', '24']},{'id': '9', 'type': 'expression_statement', 'children': ['10']},{'id': '10', 'type': 'assignment', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'hist'},{'id': '12', 'type': 'call', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'MakeHistFromList'},{'id': '14', 'type': 'argument_list', 'children': ['15']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '16', 'type': 'expression_statement', 'children': ['17']},{'id': '17', 'type': 'assignment', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '19', 'type': 'call', 'children': ['20', '23']},{'id': '20', 'type': 'attribute', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'hist'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'GetDict'},{'id': '23', 'type': 'argument_list', 'children': []},{'id': '24', 'type': 'return_statement', 'children': ['25']},{'id': '25', 'type': 'call', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'MakeSuiteFromDict'},{'id': '27', 'type': 'argument_list', 'children': ['28']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'd'}
def MakeSuiteFromList(t, name=''): hist = MakeHistFromList(t) d = hist.GetDict() return MakeSuiteFromDict(d)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort_precursor'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'c'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'loci'},{'id': '6', 'type': 'block', 'children': ['7', '59', '75']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'data_loci'},{'id': '10', 'type': 'list_comprehension', 'children': ['11', '47']},{'id': '11', 'type': 'list', 'children': ['12', '13', '18', '26', '34', '39'], 'value': '[x, loci[x].chr, int(loci[x].start), int(loci[x].end), loci[x].strand, len(c.loci2seq[x])]'},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '13', 'type': 'attribute', 'children': ['14', '17']},{'id': '14', 'type': 'subscript', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'loci'},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'chr'},{'id': '18', 'type': 'call', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '20', 'type': 'argument_list', 'children': ['21']},{'id': '21', 'type': 'attribute', 'children': ['22', '25']},{'id': '22', 'type': 'subscript', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'loci'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '26', 'type': 'call', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '28', 'type': 'argument_list', 'children': ['29']},{'id': '29', 'type': 'attribute', 'children': ['30', '33']},{'id': '30', 'type': 'subscript', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'loci'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '34', 'type': 'attribute', 'children': ['35', '38']},{'id': '35', 'type': 'subscript', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'loci'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'strand'},{'id': '39', 'type': 'call', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '41', 'type': 'argument_list', 'children': ['42']},{'id': '42', 'type': 'subscript', 'children': ['43', '46']},{'id': '43', 'type': 'attribute', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'c'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'loci2seq'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '47', 'type': 'for_in_clause', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '49', 'type': 'call', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '51', 'type': 'argument_list', 'children': ['52']},{'id': '52', 'type': 'call', 'children': ['53', '58']},{'id': '53', 'type': 'attribute', 'children': ['54', '57']},{'id': '54', 'type': 'attribute', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'c'},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'loci2seq'},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '58', 'type': 'argument_list', 'children': []},{'id': '59', 'type': 'expression_statement', 'children': ['60']},{'id': '60', 'type': 'assignment', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'data_loci'},{'id': '62', 'type': 'call', 'children': ['63', '64']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '64', 'type': 'argument_list', 'children': ['65', '66', '72']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'data_loci'},{'id': '66', 'type': 'keyword_argument', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '68', 'type': 'call', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'itemgetter'},{'id': '70', 'type': 'argument_list', 'children': ['71']},{'id': '71', 'type': 'integer', 'children': [], 'value': '5'},{'id': '72', 'type': 'keyword_argument', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '74', 'type': 'True', 'children': []},{'id': '75', 'type': 'return_statement', 'children': ['76']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'data_loci'}
def sort_precursor(c, loci): data_loci = [[x, loci[x].chr, int(loci[x].start), int(loci[x].end), loci[x].strand, len(c.loci2seq[x])] for x in list(c.loci2seq.keys())] data_loci = sorted(data_loci, key=itemgetter(5), reverse=True) return data_loci
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_merge_similar'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'loci'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'loci_similarity'},{'id': '6', 'type': 'block', 'children': ['7', '11', '15', '19', '41', '306', '318', '334']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'n_cluster'},{'id': '10', 'type': 'integer', 'children': [], 'value': '0'},{'id': '11', 'type': 'expression_statement', 'children': ['12']},{'id': '12', 'type': 'assignment', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'internal_cluster'},{'id': '14', 'type': 'dictionary', 'children': []},{'id': '15', 'type': 'expression_statement', 'children': ['16']},{'id': '16', 'type': 'assignment', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'clus_seen'},{'id': '18', 'type': 'dictionary', 'children': []},{'id': '19', 'type': 'expression_statement', 'children': ['20']},{'id': '20', 'type': 'assignment', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'loci_sorted'},{'id': '22', 'type': 'call', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '24', 'type': 'argument_list', 'children': ['25', '30', '38']},{'id': '25', 'type': 'call', 'children': ['26', '29']},{'id': '26', 'type': 'attribute', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'loci_similarity'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'iteritems'},{'id': '29', 'type': 'argument_list', 'children': []},{'id': '30', 'type': 'keyword_argument', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '32', 'type': 'call', 'children': ['33', '36']},{'id': '33', 'type': 'attribute', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'operator'},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'itemgetter'},{'id': '36', 'type': 'argument_list', 'children': ['37']},{'id': '37', 'type': 'integer', 'children': [], 'value': '1'},{'id': '38', 'type': 'keyword_argument', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '40', 'type': 'True', 'children': []},{'id': '41', 'type': 'for_statement', 'children': ['42', '45', '46']},{'id': '42', 'type': 'pattern_list', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'pairs'},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'sim'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'loci_sorted'},{'id': '46', 'type': 'block', 'children': ['47', '55', '59', '68', '75', '83', '111']},{'id': '47', 'type': 'expression_statement', 'children': ['48']},{'id': '48', 'type': 'assignment', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'common'},{'id': '50', 'type': 'comparison_operator', 'children': ['51', '52'], 'value': '>'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'sim'},{'id': '52', 'type': 'attribute', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'parameters'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'similar'},{'id': '55', 'type': 'expression_statement', 'children': ['56']},{'id': '56', 'type': 'augmented_assignment', 'children': ['57', '58'], 'value': '+='},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'n_cluster'},{'id': '58', 'type': 'integer', 'children': [], 'value': '1'},{'id': '59', 'type': 'expression_statement', 'children': ['60']},{'id': '60', 'type': 'call', 'children': ['61', '64']},{'id': '61', 'type': 'attribute', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'logger'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'debug'},{'id': '64', 'type': 'argument_list', 'children': ['65']},{'id': '65', 'type': 'binary_operator', 'children': ['66', '67'], 'value': '%'},{'id': '66', 'type': 'string', 'children': [], 'value': '"_merge_similar:try new cluster %s"'},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'n_cluster'},{'id': '68', 'type': 'expression_statement', 'children': ['69']},{'id': '69', 'type': 'assignment', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'new_c'},{'id': '71', 'type': 'call', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'cluster'},{'id': '73', 'type': 'argument_list', 'children': ['74']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'n_cluster'},{'id': '75', 'type': 'expression_statement', 'children': ['76']},{'id': '76', 'type': 'assignment', 'children': ['77', '80']},{'id': '77', 'type': 'pattern_list', 'children': ['78', '79']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'p_seen'},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'p_unseen'},{'id': '80', 'type': 'expression_list', 'children': ['81', '82']},{'id': '81', 'type': 'list', 'children': [], 'value': '[]'},{'id': '82', 'type': 'list', 'children': [], 'value': '[]'},{'id': '83', 'type': 'expression_statement', 'children': ['84']},{'id': '84', 'type': 'assignment', 'children': ['85', '86']},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'size'},{'id': '86', 'type': 'call', 'children': ['87', '88']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'min'},{'id': '88', 'type': 'argument_list', 'children': ['89', '100']},{'id': '89', 'type': 'call', 'children': ['90', '91']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '91', 'type': 'argument_list', 'children': ['92']},{'id': '92', 'type': 'call', 'children': ['93', '94']},{'id': '93', 'type': 'identifier', 'children': [], 'value': '_get_seqs'},{'id': '94', 'type': 'argument_list', 'children': ['95']},{'id': '95', 'type': 'subscript', 'children': ['96', '97']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'loci'},{'id': '97', 'type': 'subscript', 'children': ['98', '99']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'pairs'},{'id': '99', 'type': 'integer', 'children': [], 'value': '0'},{'id': '100', 'type': 'call', 'children': ['101', '102']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '102', 'type': 'argument_list', 'children': ['103']},{'id': '103', 'type': 'call', 'children': ['104', '105']},{'id': '104', 'type': 'identifier', 'children': [], 'value': '_get_seqs'},{'id': '105', 'type': 'argument_list', 'children': ['106']},{'id': '106', 'type': 'subscript', 'children': ['107', '108']},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'loci'},{'id': '108', 'type': 'subscript', 'children': ['109', '110']},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'pairs'},{'id': '110', 'type': 'integer', 'children': [], 'value': '1'},{'id': '111', 'type': 'if_statement', 'children': ['112', '113', '294']},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'common'},{'id': '113', 'type': 'block', 'children': ['114', '124', '133', '147', '152', '177', '202', '254']},{'id': '114', 'type': 'expression_statement', 'children': ['115']},{'id': '115', 'type': 'assignment', 'children': ['116', '117']},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'consistent'},{'id': '117', 'type': 'call', 'children': ['118', '119']},{'id': '118', 'type': 'identifier', 'children': [], 'value': '_is_consistent'},{'id': '119', 'type': 'argument_list', 'children': ['120', '121', '122', '123']},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'pairs'},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'common'},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'clus_seen'},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'loci_similarity'},{'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': 'logger'},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'debug'},{'id': '129', 'type': 'argument_list', 'children': ['130']},{'id': '130', 'type': 'binary_operator', 'children': ['131', '132'], 'value': '%'},{'id': '131', 'type': 'string', 'children': [], 'value': '"_merge_similar: clusters seen: %s"'},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'clus_seen'},{'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': 'logger'},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'debug'},{'id': '138', 'type': 'argument_list', 'children': ['139']},{'id': '139', 'type': 'binary_operator', 'children': ['140', '141'], 'value': '%'},{'id': '140', 'type': 'string', 'children': [], 'value': '"_merge_similar: id %s common %s|%s total %s consistent %s"'},{'id': '141', 'type': 'tuple', 'children': ['142', '143', '144', '145', '146']},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'pairs'},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'sim'},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'common'},{'id': '145', 'type': 'identifier', 'children': [], 'value': 'size'},{'id': '146', 'type': 'identifier', 'children': [], 'value': 'consistent'},{'id': '147', 'type': 'if_statement', 'children': ['148', '150']},{'id': '148', 'type': 'not_operator', 'children': ['149']},{'id': '149', 'type': 'identifier', 'children': [], 'value': 'consistent'},{'id': '150', 'type': 'block', 'children': ['151']},{'id': '151', 'type': 'continue_statement', 'children': []},{'id': '152', 'type': 'if_statement', 'children': ['153', '158']},{'id': '153', 'type': 'comparison_operator', 'children': ['154', '157'], 'value': 'in'},{'id': '154', 'type': 'subscript', 'children': ['155', '156']},{'id': '155', 'type': 'identifier', 'children': [], 'value': 'pairs'},{'id': '156', 'type': 'integer', 'children': [], 'value': '0'},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'clus_seen'},{'id': '158', 'type': 'block', 'children': ['159', '168']},{'id': '159', 'type': 'expression_statement', 'children': ['160']},{'id': '160', 'type': 'call', 'children': ['161', '164']},{'id': '161', 'type': 'attribute', 'children': ['162', '163']},{'id': '162', 'type': 'identifier', 'children': [], 'value': 'p_seen'},{'id': '163', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '164', 'type': 'argument_list', 'children': ['165']},{'id': '165', 'type': 'subscript', 'children': ['166', '167']},{'id': '166', 'type': 'identifier', 'children': [], 'value': 'pairs'},{'id': '167', 'type': 'integer', 'children': [], 'value': '0'},{'id': '168', 'type': 'expression_statement', 'children': ['169']},{'id': '169', 'type': 'call', 'children': ['170', '173']},{'id': '170', 'type': 'attribute', 'children': ['171', '172']},{'id': '171', 'type': 'identifier', 'children': [], 'value': 'p_unseen'},{'id': '172', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '173', 'type': 'argument_list', 'children': ['174']},{'id': '174', 'type': 'subscript', 'children': ['175', '176']},{'id': '175', 'type': 'identifier', 'children': [], 'value': 'pairs'},{'id': '176', 'type': 'integer', 'children': [], 'value': '1'},{'id': '177', 'type': 'if_statement', 'children': ['178', '183']},{'id': '178', 'type': 'comparison_operator', 'children': ['179', '182'], 'value': 'in'},{'id': '179', 'type': 'subscript', 'children': ['180', '181']},{'id': '180', 'type': 'identifier', 'children': [], 'value': 'pairs'},{'id': '181', 'type': 'integer', 'children': [], 'value': '1'},{'id': '182', 'type': 'identifier', 'children': [], 'value': 'clus_seen'},{'id': '183', 'type': 'block', 'children': ['184', '193']},{'id': '184', 'type': 'expression_statement', 'children': ['185']},{'id': '185', 'type': 'call', 'children': ['186', '189']},{'id': '186', 'type': 'attribute', 'children': ['187', '188']},{'id': '187', 'type': 'identifier', 'children': [], 'value': 'p_seen'},{'id': '188', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '189', 'type': 'argument_list', 'children': ['190']},{'id': '190', 'type': 'subscript', 'children': ['191', '192']},{'id': '191', 'type': 'identifier', 'children': [], 'value': 'pairs'},{'id': '192', 'type': 'integer', 'children': 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def _merge_similar(loci, loci_similarity): n_cluster = 0 internal_cluster = {} clus_seen = {} loci_sorted = sorted(loci_similarity.iteritems(), key=operator.itemgetter(1), reverse=True) for pairs, sim in loci_sorted: common = sim > parameters.similar n_cluster += 1 logger.debug("_merge_similar:try new cluster %s" % n_cluster) new_c = cluster(n_cluster) p_seen, p_unseen = [], [] size = min(len(_get_seqs(loci[pairs[0]])), len(_get_seqs(loci[pairs[1]]))) if common: consistent = _is_consistent(pairs, common, clus_seen, loci_similarity) logger.debug("_merge_similar: clusters seen: %s" % clus_seen) logger.debug("_merge_similar: id %s common %s|%s total %s consistent %s" % (pairs, sim, common, size, consistent)) if not consistent: continue if pairs[0] in clus_seen: p_seen.append(pairs[0]) p_unseen.append(pairs[1]) if pairs[1] in clus_seen: p_seen.append(pairs[1]) p_unseen.append(pairs[0]) if len(p_seen) == 0: new_c = _merge_cluster(loci[pairs[0]], new_c) new_c = _merge_cluster(loci[pairs[1]], new_c) [clus_seen.update({p: n_cluster}) for p in pairs] internal_cluster[n_cluster] = new_c if len(p_seen) == 1: idc_seen = clus_seen[p_seen[0]] internal_cluster[idc_seen] = _merge_cluster(loci[p_unseen[0]], internal_cluster[idc_seen]) clus_seen[p_unseen[0]] = idc_seen else: logger.debug("_merge_similar: id %s %s are different" % pairs) continue internal_cluster.update(_add_unseen(loci, clus_seen, n_cluster)) logger.debug("_merge_similar: total clus %s" % len(internal_cluster.keys())) return internal_cluster
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'call', 'children': ['162', '163']},{'id': '162', 'type': 'identifier', 'children': [], 'value': '_merge_loci_in_cluster'},{'id': '163', 'type': 'argument_list', 'children': ['164', '165', '166', '167']},{'id': '164', 'type': 'identifier', 'children': [], 'value': 'c'},{'id': '165', 'type': 'identifier', 'children': [], 'value': 'new_c'},{'id': '166', 'type': 'identifier', 'children': [], 'value': 'idl'},{'id': '167', 'type': 'identifier', 'children': [], 'value': 'seen_seqs'},{'id': '168', 'type': 'else_clause', 'children': ['169']},{'id': '169', 'type': 'block', 'children': ['170']},{'id': '170', 'type': 'expression_statement', 'children': ['171']},{'id': '171', 'type': 'assignment', 'children': ['172', '176']},{'id': '172', 'type': 'pattern_list', 'children': ['173', '174', '175']},{'id': '173', 'type': 'identifier', 'children': [], 'value': 'c'},{'id': '174', 'type': 'identifier', 'children': [], 'value': 'new_c'},{'id': '175', 'type': 'identifier', 'children': [], 'value': 'seen_seqs'},{'id': '176', 'type': 'call', 'children': ['177', '178']},{'id': '177', 'type': 'identifier', 'children': [], 'value': '_merge_with_first_loci'},{'id': '178', 'type': 'argument_list', 'children': ['179', '180', '181', '182', '183']},{'id': '179', 'type': 'identifier', 'children': [], 'value': 'c'},{'id': '180', 'type': 'identifier', 'children': [], 'value': 'new_c'},{'id': '181', 'type': 'identifier', 'children': [], 'value': 'first_idl'},{'id': '182', 'type': 'identifier', 'children': [], 'value': 'idl'},{'id': '183', 'type': 'identifier', 'children': [], 'value': 'seen_seqs'},{'id': '184', 'type': 'else_clause', 'children': ['185']},{'id': '185', 'type': 'block', 'children': ['186']},{'id': '186', 'type': 'expression_statement', 'children': ['187']},{'id': '187', 'type': 'assignment', 'children': ['188', '189']},{'id': '188', 'type': 'identifier', 'children': [], 'value': 'c'},{'id': '189', 'type': 'call', 'children': ['190', '191']},{'id': '190', 'type': 'identifier', 'children': [], 'value': '_remove_seqs_from_loci'},{'id': '191', 'type': 'argument_list', 'children': ['192', '193', '194']},{'id': '192', 'type': 'identifier', 'children': [], 'value': 'c'},{'id': '193', 'type': 'identifier', 'children': [], 'value': 'idl'},{'id': '194', 'type': 'identifier', 'children': [], 'value': 'seen_seqs'},{'id': '195', 'type': 'expression_statement', 'children': ['196']},{'id': '196', 'type': 'assignment', 'children': ['197', '200']},{'id': '197', 'type': 'subscript', 'children': ['198', '199']},{'id': '198', 'type': 'identifier', 'children': [], 'value': 'filtered'},{'id': '199', 'type': 'identifier', 'children': [], 'value': 'n_cluster'},{'id': '200', 'type': 'identifier', 'children': [], 'value': 'new_c'},{'id': '201', 'type': 'return_statement', 'children': ['202']},{'id': '202', 'type': 'expression_list', 'children': ['203', '204', '205', '206']},{'id': '203', 'type': 'identifier', 'children': [], 'value': 'c'},{'id': '204', 'type': 'identifier', 'children': [], 'value': 'seen_seqs'},{'id': '205', 'type': 'identifier', 'children': [], 'value': 'filtered'},{'id': '206', 'type': 'identifier', 'children': [], 'value': 'n_cluster'}
def _solve_loci_deprecated(c, locilen_sorted, seen_seqs, filtered, maxseq, n_cluster): first_run = 0 seen_seqs = list() n_cluster += 1 logger.debug("_solve_loci:new cluster %s" % n_cluster) new_c = cluster(n_cluster) for idl, lenl in locilen_sorted: locus_seqs = c.loci2seq[idl] if first_run == 0: seen_seqs = locus_seqs first_run = 1 first_idl = idl intersect = list(set(seen_seqs).intersection(locus_seqs)) common = 0 if intersect: common = len(intersect)*1.0/min(len(seen_seqs), len(locus_seqs)) logger.debug("_sole_loci:id %s idl %s len %s max %s seen %s inter %s common %s " % (c.id, idl, lenl, maxseq, len(seen_seqs), len(intersect), common)) if common*1.0 >= 0.6: if lenl*1.0 >= 0.6*maxseq: c, new_c, seen_seqs = _merge_loci_in_cluster(c, new_c, idl, seen_seqs) else: c, new_c, seen_seqs = _merge_with_first_loci(c, new_c, first_idl, idl, seen_seqs) else: c = _remove_seqs_from_loci(c, idl, seen_seqs) filtered[n_cluster] = new_c return c, seen_seqs, filtered, n_cluster
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'hash_prefix_list_checksum'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'threat_list'},{'id': '6', 'type': 'block', 'children': ['7', '11', '24', '78']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'q'},{'id': '10', 'type': 'string', 'children': [], 'value': "'''SELECT value FROM hash_prefix\n WHERE threat_type=? AND platform_type=? AND threat_entry_type=?\n ORDER BY value\n '''"},{'id': '11', 'type': 'expression_statement', 'children': ['12']},{'id': '12', 'type': 'assignment', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '14', 'type': 'list', 'children': ['15', '18', '21'], 'value': '[threat_list.threat_type, threat_list.platform_type, threat_list.threat_entry_type]'},{'id': '15', 'type': 'attribute', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'threat_list'},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'threat_type'},{'id': '18', 'type': 'attribute', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'threat_list'},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'platform_type'},{'id': '21', 'type': 'attribute', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'threat_list'},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'threat_entry_type'},{'id': '24', 'type': 'with_statement', 'children': ['25', '35']},{'id': '25', 'type': 'with_clause', 'children': ['26']},{'id': '26', 'type': 'with_item', 'children': ['27']},{'id': '27', 'type': 'as_pattern', 'children': ['28', '33']},{'id': '28', 'type': 'call', 'children': ['29', '32']},{'id': '29', 'type': 'attribute', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'get_cursor'},{'id': '32', 'type': 'argument_list', 'children': []},{'id': '33', 'type': 'as_pattern_target', 'children': ['34']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'dbc'},{'id': '35', 'type': 'block', 'children': ['36', '44', '65']},{'id': '36', 'type': 'expression_statement', 'children': ['37']},{'id': '37', 'type': 'call', 'children': ['38', '41']},{'id': '38', 'type': 'attribute', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'dbc'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'execute'},{'id': '41', 'type': 'argument_list', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'q'},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '44', 'type': 'expression_statement', 'children': ['45']},{'id': '45', 'type': 'assignment', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'all_hashes'},{'id': '47', 'type': 'call', 'children': ['48', '51']},{'id': '48', 'type': 'attribute', 'children': ['49', '50']},{'id': '49', 'type': 'string', 'children': [], 'value': "b''"},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '51', 'type': 'generator_expression', 'children': ['52', '58']},{'id': '52', 'type': 'call', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'bytes'},{'id': '54', 'type': 'argument_list', 'children': ['55']},{'id': '55', 'type': 'subscript', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'h'},{'id': '57', 'type': 'integer', 'children': [], 'value': '0'},{'id': '58', 'type': 'for_in_clause', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'h'},{'id': '60', 'type': 'call', 'children': ['61', '64']},{'id': '61', 'type': 'attribute', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'dbc'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'fetchall'},{'id': '64', 'type': 'argument_list', 'children': []},{'id': '65', 'type': 'expression_statement', 'children': ['66']},{'id': '66', 'type': 'assignment', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'checksum'},{'id': '68', 'type': 'call', 'children': ['69', '77']},{'id': '69', 'type': 'attribute', 'children': ['70', '76']},{'id': '70', 'type': 'call', 'children': ['71', '74']},{'id': '71', 'type': 'attribute', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'hashlib'},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'sha256'},{'id': '74', 'type': 'argument_list', 'children': ['75']},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'all_hashes'},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'digest'},{'id': '77', 'type': 'argument_list', 'children': []},{'id': '78', 'type': 'return_statement', 'children': ['79']},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'checksum'}
def hash_prefix_list_checksum(self, threat_list): q = '''SELECT value FROM hash_prefix WHERE threat_type=? AND platform_type=? AND threat_entry_type=? ORDER BY value ''' params = [threat_list.threat_type, threat_list.platform_type, threat_list.threat_entry_type] with self.get_cursor() as dbc: dbc.execute(q, params) all_hashes = b''.join(bytes(h[0]) for h in dbc.fetchall()) checksum = hashlib.sha256(all_hashes).digest() return checksum
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'remove_hash_prefix_indices'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'threat_list'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'indices'},{'id': '7', 'type': 'block', 'children': ['8', '12', '16', '26']},{'id': '8', 'type': 'expression_statement', 'children': ['9']},{'id': '9', 'type': 'assignment', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'batch_size'},{'id': '11', 'type': 'integer', 'children': [], 'value': '40'},{'id': '12', 'type': 'expression_statement', 'children': ['13']},{'id': '13', 'type': 'assignment', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'q'},{'id': '15', 'type': 'string', 'children': [], 'value': "'''DELETE FROM hash_prefix\n WHERE threat_type=? AND platform_type=? AND threat_entry_type=? AND value IN ({})\n '''"},{'id': '16', 'type': 'expression_statement', 'children': ['17']},{'id': '17', 'type': 'assignment', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'prefixes_to_remove'},{'id': '19', 'type': 'call', 'children': ['20', '23']},{'id': '20', 'type': 'attribute', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'get_hash_prefix_values_to_remove'},{'id': '23', 'type': 'argument_list', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'threat_list'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'indices'},{'id': '26', 'type': 'with_statement', 'children': ['27', '37']},{'id': '27', 'type': 'with_clause', 'children': ['28']},{'id': '28', 'type': 'with_item', 'children': ['29']},{'id': '29', 'type': 'as_pattern', 'children': ['30', '35']},{'id': '30', 'type': 'call', 'children': ['31', '34']},{'id': '31', 'type': 'attribute', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'get_cursor'},{'id': '34', 'type': 'argument_list', 'children': []},{'id': '35', 'type': 'as_pattern_target', 'children': ['36']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'dbc'},{'id': '37', 'type': 'block', 'children': ['38']},{'id': '38', 'type': 'for_statement', 'children': ['39', '40', '49']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '40', 'type': 'call', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '42', 'type': 'argument_list', 'children': ['43', '44', '48']},{'id': '43', 'type': 'integer', 'children': [], 'value': '0'},{'id': '44', 'type': 'call', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '46', 'type': 'argument_list', 'children': ['47']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'prefixes_to_remove'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'batch_size'},{'id': '49', 'type': 'block', 'children': ['50', '62', '86']},{'id': '50', 'type': 'expression_statement', 'children': ['51']},{'id': '51', 'type': 'assignment', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'remove_batch'},{'id': '53', 'type': 'subscript', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'prefixes_to_remove'},{'id': '55', 'type': 'slice', 'children': ['56', '57', '58']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '57', 'type': 'colon', 'children': []},{'id': '58', 'type': '()', 'children': ['59']},{'id': '59', 'type': 'binary_operator', 'children': ['60', '61'], 'value': '+'},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'batch_size'},{'id': '62', 'type': 'expression_statement', 'children': ['63']},{'id': '63', 'type': 'assignment', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '65', 'type': 'binary_operator', 'children': ['66', '76'], 'value': '+'},{'id': '66', 'type': 'list', 'children': ['67', '70', '73'], 'value': '[\n threat_list.threat_type,\n threat_list.platform_type,\n threat_list.threat_entry_type\n ]'},{'id': '67', 'type': 'attribute', 'children': ['68', '69']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'threat_list'},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'threat_type'},{'id': '70', 'type': 'attribute', 'children': ['71', '72']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'threat_list'},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'platform_type'},{'id': '73', 'type': 'attribute', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'threat_list'},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'threat_entry_type'},{'id': '76', 'type': 'list_comprehension', 'children': ['77', '83']},{'id': '77', 'type': 'call', 'children': ['78', '81']},{'id': '78', 'type': 'attribute', 'children': ['79', '80']},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'sqlite3'},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'Binary'},{'id': '81', 'type': 'argument_list', 'children': ['82']},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'b'},{'id': '83', 'type': 'for_in_clause', 'children': ['84', '85']},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'b'},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'remove_batch'},{'id': '86', 'type': 'expression_statement', 'children': ['87']},{'id': '87', 'type': 'call', 'children': ['88', '91']},{'id': '88', 'type': 'attribute', 'children': ['89', '90']},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'dbc'},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'execute'},{'id': '91', 'type': 'argument_list', 'children': ['92', '109']},{'id': '92', 'type': 'call', 'children': ['93', '96']},{'id': '93', 'type': 'attribute', 'children': ['94', '95']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'q'},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '96', 'type': 'argument_list', 'children': ['97']},{'id': '97', 'type': 'call', 'children': ['98', '101']},{'id': '98', 'type': 'attribute', 'children': ['99', '100']},{'id': '99', 'type': 'string', 'children': [], 'value': "','"},{'id': '100', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '101', 'type': 'argument_list', 'children': ['102']},{'id': '102', 'type': 'binary_operator', 'children': ['103', '105'], 'value': '*'},{'id': '103', 'type': 'list', 'children': ['104'], 'value': "['?']"},{'id': '104', 'type': 'string', 'children': [], 'value': "'?'"},{'id': '105', 'type': 'call', 'children': ['106', '107']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '107', 'type': 'argument_list', 'children': ['108']},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'remove_batch'},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'params'}
def remove_hash_prefix_indices(self, threat_list, indices): batch_size = 40 q = '''DELETE FROM hash_prefix WHERE threat_type=? AND platform_type=? AND threat_entry_type=? AND value IN ({}) ''' prefixes_to_remove = self.get_hash_prefix_values_to_remove(threat_list, indices) with self.get_cursor() as dbc: for i in range(0, len(prefixes_to_remove), batch_size): remove_batch = prefixes_to_remove[i:(i + batch_size)] params = [ threat_list.threat_type, threat_list.platform_type, threat_list.threat_entry_type ] + [sqlite3.Binary(b) for b in remove_batch] dbc.execute(q.format(','.join(['?'] * len(remove_batch))), params)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '14']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'has_equal_value'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'state'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'ordered'},{'id': '7', 'type': 'False', 'children': []},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'ndigits'},{'id': '10', 'type': 'None', 'children': []},{'id': '11', 'type': 'default_parameter', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'incorrect_msg'},{'id': '13', 'type': 'None', 'children': []},{'id': '14', 'type': 'block', 'children': ['15', '28', '37', '42', '69', '141']},{'id': '15', 'type': 'if_statement', 'children': ['16', '22']},{'id': '16', 'type': 'not_operator', 'children': ['17']},{'id': '17', 'type': 'call', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'hasattr'},{'id': '19', 'type': 'argument_list', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'state'},{'id': '21', 'type': 'string', 'children': [], 'value': '"parent"'},{'id': '22', 'type': 'block', 'children': ['23']},{'id': '23', 'type': 'raise_statement', 'children': ['24']},{'id': '24', 'type': 'call', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '26', 'type': 'argument_list', 'children': ['27']},{'id': '27', 'type': 'string', 'children': [], 'value': '"You can only use has_equal_value() on the state resulting from check_column, check_row or check_result."'},{'id': '28', 'type': 'if_statement', 'children': ['29', '32']},{'id': '29', 'type': 'comparison_operator', 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'not_operator', 'children': ['44']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'ordered'},{'id': '45', 'type': 'block', 'children': ['46']},{'id': '46', 'type': 'expression_statement', 'children': ['47']},{'id': '47', 'type': 'assignment', 'children': ['48', '51']},{'id': '48', 'type': 'pattern_list', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'stu_res'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'sol_res'},{'id': '51', 'type': 'call', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'sort_rows'},{'id': '53', 'type': 'argument_list', 'children': ['54']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'state'},{'id': '55', 'type': 'else_clause', 'children': ['56']},{'id': '56', 'type': 'block', 'children': ['57', '63']},{'id': '57', 'type': 'expression_statement', 'children': ['58']},{'id': '58', 'type': 'assignment', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'stu_res'},{'id': '60', 'type': 'attribute', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'state'},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'student_result'},{'id': '63', 'type': 'expression_statement', 'children': ['64']},{'id': '64', 'type': 'assignment', 'children': ['65', '66']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'sol_res'},{'id': '66', 'type': 'attribute', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'state'},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'solution_result'},{'id': '69', 'type': 'for_statement', 'children': ['70', '73', '78']},{'id': '70', 'type': 'pattern_list', 'children': ['71', '72']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'sol_col_name'},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'sol_col_vals'},{'id': '73', 'type': 'call', 'children': ['74', '77']},{'id': '74', 'type': 'attribute', 'children': ['75', '76']},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'sol_res'},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '77', 'type': 'argument_list', 'children': []},{'id': '78', 'type': 'block', 'children': ['79', '85', '111']},{'id': '79', 'type': 'expression_statement', 'children': ['80']},{'id': '80', 'type': 'assignment', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'stu_col_vals'},{'id': '82', 'type': 'subscript', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'stu_res'},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'sol_col_name'},{'id': '85', 'type': 'if_statement', 'children': ['86', '89']},{'id': '86', 'type': 'comparison_operator', 'children': ['87', '88'], 'value': 'is'},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'ndigits'},{'id': '88', 'type': 'None', 'children': []},{'id': '89', 'type': 'block', 'children': ['90']},{'id': '90', 'type': 'try_statement', 'children': ['91', '108']},{'id': '91', 'type': 'block', 'children': ['92', '100']},{'id': '92', 'type': 'expression_statement', 'children': ['93']},{'id': '93', 'type': 'assignment', 'children': ['94', '95']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'sol_col_vals'},{'id': '95', 'type': 'call', 'children': ['96', '97']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'round_seq'},{'id': '97', 'type': 'argument_list', 'children': ['98', '99']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'sol_col_vals'},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'ndigits'},{'id': '100', 'type': 'expression_statement', 'children': ['101']},{'id': '101', 'type': 'assignment', 'children': ['102', '103']},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'stu_col_vals'},{'id': '103', 'type': 'call', 'children': ['104', '105']},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'round_seq'},{'id': '105', 'type': 'argument_list', 'children': ['106', '107']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'stu_col_vals'},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'ndigits'},{'id': '108', 'type': 'except_clause', 'children': ['109']},{'id': '109', 'type': 'block', 'children': ['110']},{'id': '110', 'type': 'pass_statement', 'children': []},{'id': '111', 'type': 'if_statement', 'children': ['112', '115']},{'id': '112', 'type': 'comparison_operator', 'children': ['113', '114'], 'value': '!='},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'sol_col_vals'},{'id': '114', 'type': 'identifier', 'children': [], 'value': 'stu_col_vals'},{'id': '115', 'type': 'block', 'children': ['116', '134']},{'id': '116', 'type': 'expression_statement', 'children': ['117']},{'id': '117', 'type': 'assignment', 'children': ['118', '119']},{'id': '118', 'type': 'identifier', 'children': [], 'value': '_msg'},{'id': '119', 'type': 'call', 'children': ['120', '123']},{'id': '120', 'type': 'attribute', 'children': ['121', '122']},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'state'},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'build_message'},{'id': '123', 'type': 'argument_list', 'children': ['124', '125']},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'incorrect_msg'},{'id': '125', 'type': 'keyword_argument', 'children': ['126', '127']},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'fmt_kwargs'},{'id': '127', 'type': 'dictionary', 'children': ['128', '131']},{'id': '128', 'type': 'pair', 'children': ['129', '130']},{'id': '129', 'type': 'string', 'children': [], 'value': '"col"'},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'sol_col_name'},{'id': '131', 'type': 'pair', 'children': ['132', '133']},{'id': '132', 'type': 'string', 'children': [], 'value': '"ordered"'},{'id': '133', 'type': 'identifier', 'children': [], 'value': 'ordered'},{'id': '134', 'type': 'expression_statement', 'children': ['135']},{'id': '135', 'type': 'call', 'children': ['136', '139']},{'id': '136', 'type': 'attribute', 'children': ['137', '138']},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'state'},{'id': '138', 'type': 'identifier', 'children': [], 'value': 'do_test'},{'id': '139', 'type': 'argument_list', 'children': ['140']},{'id': '140', 'type': 'identifier', 'children': [], 'value': '_msg'},{'id': '141', 'type': 'return_statement', 'children': ['142']},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'state'}
def has_equal_value(state, ordered=False, ndigits=None, incorrect_msg=None): if not hasattr(state, "parent"): raise ValueError( "You can only use has_equal_value() on the state resulting from check_column, check_row or check_result." ) if incorrect_msg is None: incorrect_msg = "Column `{{col}}` seems to be incorrect.{{' Make sure you arranged the rows correctly.' if ordered else ''}}" has_nrows(state) if not ordered: stu_res, sol_res = sort_rows(state) else: stu_res = state.student_result sol_res = state.solution_result for sol_col_name, sol_col_vals in sol_res.items(): stu_col_vals = stu_res[sol_col_name] if ndigits is not None: try: sol_col_vals = round_seq(sol_col_vals, ndigits) stu_col_vals = round_seq(stu_col_vals, ndigits) except: pass if sol_col_vals != stu_col_vals: _msg = state.build_message( incorrect_msg, fmt_kwargs={"col": sol_col_name, "ordered": ordered} ) state.do_test(_msg) return state
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sorted_releases'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'block', 'children': ['6', '23', '32']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'releases'},{'id': '9', 'type': 'list_comprehension', 'children': ['10', '18']},{'id': '10', 'type': 'tuple', 'children': ['11', '17']},{'id': '11', 'type': 'call', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'parse_version'},{'id': '13', 'type': 'argument_list', 'children': ['14']},{'id': '14', 'type': 'attribute', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'release'},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'version'},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'release'},{'id': '18', 'type': 'for_in_clause', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'release'},{'id': '20', 'type': 'attribute', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'releases'},{'id': '23', 'type': 'expression_statement', 'children': ['24']},{'id': '24', 'type': 'call', 'children': ['25', '28']},{'id': '25', 'type': 'attribute', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'releases'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '28', 'type': 'argument_list', 'children': ['29']},{'id': '29', 'type': 'keyword_argument', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '31', 'type': 'True', 'children': []},{'id': '32', 'type': 'return_statement', 'children': ['33']},{'id': '33', 'type': 'list_comprehension', 'children': ['34', '37']},{'id': '34', 'type': 'subscript', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'release'},{'id': '36', 'type': 'integer', 'children': [], 'value': '1'},{'id': '37', 'type': 'for_in_clause', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'release'},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'releases'}
def sorted_releases(self): releases = [(parse_version(release.version), release) for release in self.releases] releases.sort(reverse=True) return [release[1] for release in releases]
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[], 'value': 'num_random'},{'id': '29', 'type': 'integer', 'children': [], 'value': '1000'},{'id': '30', 'type': 'default_parameter', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'verbose'},{'id': '32', 'type': 'False', 'children': []},{'id': '33', 'type': 'block', 'children': ['34', '42', '161', '174', '192']},{'id': '34', 'type': 'expression_statement', 'children': ['35']},{'id': '35', 'type': 'assignment', 'children': ['36', '39']},{'id': '36', 'type': 'pattern_list', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'x_solve'},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'y_solve'},{'id': '39', 'type': 'expression_list', 'children': ['40', '41']},{'id': '40', 'type': 'list', 'children': [], 'value': '[]'},{'id': '41', 'type': 'list', 'children': [], 'value': '[]'},{'id': '42', 'type': 'for_statement', 'children': ['43', '44', '48']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 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['145']},{'id': '145', 'type': 'subscript', 'children': ['146', '149']},{'id': '146', 'type': 'attribute', 'children': ['147', '148']},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '149', 'type': 'integer', 'children': [], 'value': '0'},{'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': 'y_solve'},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '155', 'type': 'argument_list', 'children': ['156']},{'id': '156', 'type': 'subscript', 'children': ['157', '160']},{'id': '157', 'type': 'attribute', 'children': ['158', '159']},{'id': '158', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '159', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '160', 'type': 'integer', 'children': [], 'value': '1'},{'id': '161', 'type': 'expression_statement', 'children': ['162']},{'id': '162', 'type': 'assignment', 'children': ['163', '166']},{'id': '163', 'type': 'pattern_list', 'children': ['164', '165']},{'id': '164', 'type': 'identifier', 'children': [], 'value': 'x_mins'},{'id': '165', 'type': 'identifier', 'children': [], 'value': 'y_mins'},{'id': '166', 'type': 'call', 'children': ['167', '170']},{'id': '167', 'type': 'attribute', 'children': ['168', '169']},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'image_util'},{'id': '169', 'type': 'identifier', 'children': [], 'value': 'findOverlap'},{'id': '170', 'type': 'argument_list', 'children': ['171', '172', '173']},{'id': '171', 'type': 'identifier', 'children': [], 'value': 'x_solve'},{'id': '172', 'type': 'identifier', 'children': [], 'value': 'y_solve'},{'id': '173', 'type': 'identifier', 'children': [], 'value': 'precision_limit'},{'id': '174', 'type': 'if_statement', 'children': ['175', '178']},{'id': '175', 'type': 'comparison_operator', 'children': ['176', '177'], 'value': 'is'},{'id': '176', 'type': 'identifier', 'children': [], 'value': 'arrival_time_sort'},{'id': '177', 'type': 'True', 'children': []},{'id': '178', 'type': 'block', 'children': ['179']},{'id': '179', 'type': 'expression_statement', 'children': ['180']},{'id': '180', 'type': 'assignment', 'children': ['181', '184']},{'id': '181', 'type': 'pattern_list', 'children': ['182', '183']},{'id': '182', 'type': 'identifier', 'children': [], 'value': 'x_mins'},{'id': '183', 'type': 'identifier', 'children': [], 'value': 'y_mins'},{'id': '184', 'type': 'call', 'children': ['185', '188']},{'id': '185', 'type': 'attribute', 'children': ['186', '187']},{'id': '186', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '187', 'type': 'identifier', 'children': [], 'value': 'sort_arrival_times'},{'id': '188', 'type': 'argument_list', 'children': ['189', '190', '191']},{'id': '189', 'type': 'identifier', 'children': [], 'value': 'x_mins'},{'id': '190', 'type': 'identifier', 'children': [], 'value': 'y_mins'},{'id': '191', 'type': 'identifier', 'children': [], 'value': 'kwargs_lens'},{'id': '192', 'type': 'return_statement', 'children': ['193']},{'id': '193', 'type': 'expression_list', 'children': ['194', '195']},{'id': '194', 'type': 'identifier', 'children': [], 'value': 'x_mins'},{'id': '195', 'type': 'identifier', 'children': [], 'value': 'y_mins'}
def image_position_stochastic(self, source_x, source_y, kwargs_lens, search_window=10, precision_limit=10**(-10), arrival_time_sort=True, x_center=0, y_center=0, num_random=1000, verbose=False): x_solve, y_solve = [], [] for i in range(num_random): x_init = np.random.uniform(-search_window / 2., search_window / 2) + x_center y_init = np.random.uniform(-search_window / 2., search_window / 2) + y_center xinitial = np.array([x_init, y_init]) result = minimize(self._root, xinitial, args=(kwargs_lens, source_x, source_y), tol=precision_limit ** 2, method='Nelder-Mead') if self._root(result.x, kwargs_lens, source_x, source_y) < precision_limit**2: x_solve.append(result.x[0]) y_solve.append(result.x[1]) x_mins, y_mins = image_util.findOverlap(x_solve, y_solve, precision_limit) if arrival_time_sort is True: x_mins, y_mins = self.sort_arrival_times(x_mins, y_mins, kwargs_lens) return x_mins, y_mins
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'133', '203', '237', '271', '295', '303', '311', '324', '342']},{'id': '43', 'type': 'expression_statement', 'children': ['44']},{'id': '44', 'type': 'assignment', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'numPix'},{'id': '46', 'type': 'call', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '48', 'type': 'argument_list', 'children': ['49']},{'id': '49', 'type': 'binary_operator', 'children': ['50', '56'], 'value': '+'},{'id': '50', 'type': 'call', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'round'},{'id': '52', 'type': 'argument_list', 'children': ['53']},{'id': '53', 'type': 'binary_operator', 'children': ['54', '55'], 'value': '/'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'search_window'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'min_distance'},{'id': '56', 'type': 'float', 'children': [], 'value': 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[], 'value': 'x_grid'},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'x_center'},{'id': '73', 'type': 'expression_statement', 'children': ['74']},{'id': '74', 'type': 'augmented_assignment', 'children': ['75', '76'], 'value': '+='},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'y_grid'},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'y_center'},{'id': '77', 'type': 'expression_statement', 'children': ['78']},{'id': '78', 'type': 'assignment', 'children': ['79', '82']},{'id': '79', 'type': 'pattern_list', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'x_mapped'},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'y_mapped'},{'id': '82', 'type': 'call', 'children': ['83', '88']},{'id': '83', 'type': 'attribute', 'children': ['84', '87']},{'id': '84', 'type': 'attribute', 'children': ['85', '86']},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '86', 'type': 'identifier', 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'children': [], 'value': 'high'},{'id': '229', 'type': 'binary_operator', 'children': ['230', '233'], 'value': '+'},{'id': '230', 'type': 'binary_operator', 'children': ['231', '232'], 'value': '/'},{'id': '231', 'type': 'identifier', 'children': [], 'value': 'search_window'},{'id': '232', 'type': 'integer', 'children': [], 'value': '2'},{'id': '233', 'type': 'identifier', 'children': [], 'value': 'x_center'},{'id': '234', 'type': 'keyword_argument', 'children': ['235', '236']},{'id': '235', 'type': 'identifier', 'children': [], 'value': 'size'},{'id': '236', 'type': 'identifier', 'children': [], 'value': 'num_random'},{'id': '237', 'type': 'expression_statement', 'children': ['238']},{'id': '238', 'type': 'assignment', 'children': ['239', '240']},{'id': '239', 'type': 'identifier', 'children': [], 'value': 'y_mins'},{'id': '240', 'type': 'call', 'children': ['241', '244']},{'id': '241', 'type': 'attribute', 'children': ['242', '243']},{'id': '242', 'type': 'identifier', 'children': 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'/'},{'id': '257', 'type': 'unary_operator', 'children': ['258'], 'value': '-'},{'id': '258', 'type': 'identifier', 'children': [], 'value': 'search_window'},{'id': '259', 'type': 'integer', 'children': [], 'value': '2'},{'id': '260', 'type': 'identifier', 'children': [], 'value': 'y_center'},{'id': '261', 'type': 'keyword_argument', 'children': ['262', '263']},{'id': '262', 'type': 'identifier', 'children': [], 'value': 'high'},{'id': '263', 'type': 'binary_operator', 'children': ['264', '267'], 'value': '+'},{'id': '264', 'type': 'binary_operator', 'children': ['265', '266'], 'value': '/'},{'id': '265', 'type': 'identifier', 'children': [], 'value': 'search_window'},{'id': '266', 'type': 'integer', 'children': [], 'value': '2'},{'id': '267', 'type': 'identifier', 'children': [], 'value': 'y_center'},{'id': '268', 'type': 'keyword_argument', 'children': ['269', '270']},{'id': '269', 'type': 'identifier', 'children': [], 'value': 'size'},{'id': '270', 'type': 'identifier', 'children': [], 'value': 'num_random'},{'id': '271', 'type': 'expression_statement', 'children': ['272']},{'id': '272', 'type': 'assignment', 'children': ['273', '277']},{'id': '273', 'type': 'pattern_list', 'children': ['274', '275', '276']},{'id': '274', 'type': 'identifier', 'children': [], 'value': 'x_mins'},{'id': '275', 'type': 'identifier', 'children': [], 'value': 'y_mins'},{'id': '276', 'type': 'identifier', 'children': [], 'value': 'solver_precision'},{'id': '277', 'type': 'call', 'children': ['278', '281']},{'id': '278', 'type': 'attribute', 'children': ['279', '280']},{'id': '279', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '280', 'type': 'identifier', 'children': [], 'value': '_findIterative'},{'id': '281', 'type': 'argument_list', 'children': ['282', '283', '284', '285', '286', '287', '288', '289', '292']},{'id': '282', 'type': 'identifier', 'children': [], 'value': 'x_mins'},{'id': '283', 'type': 'identifier', 'children': [], 'value': 'y_mins'},{'id': '284', 'type': 'identifier', 'children': [], 'value': 'sourcePos_x'},{'id': '285', 'type': 'identifier', 'children': [], 'value': 'sourcePos_y'},{'id': '286', 'type': 'identifier', 'children': [], 'value': 'kwargs_lens'},{'id': '287', 'type': 'identifier', 'children': [], 'value': 'precision_limit'},{'id': '288', 'type': 'identifier', 'children': [], 'value': 'num_iter_max'},{'id': '289', 'type': 'keyword_argument', 'children': ['290', '291']},{'id': '290', 'type': 'identifier', 'children': [], 'value': 'verbose'},{'id': '291', 'type': 'identifier', 'children': [], 'value': 'verbose'},{'id': '292', 'type': 'keyword_argument', 'children': ['293', '294']},{'id': '293', 'type': 'identifier', 'children': [], 'value': 'min_distance'},{'id': '294', 'type': 'identifier', 'children': [], 'value': 'min_distance'},{'id': '295', 'type': 'expression_statement', 'children': ['296']},{'id': '296', 'type': 'assignment', 'children': ['297', '298']},{'id': '297', 'type': 'identifier', 'children': [], 'value': 'x_mins'},{'id': '298', 'type': 'subscript', 'children': ['299', '300']},{'id': '299', 'type': 'identifier', 'children': [], 'value': 'x_mins'},{'id': '300', 'type': 'comparison_operator', 'children': ['301', '302'], 'value': '<='},{'id': '301', 'type': 'identifier', 'children': [], 'value': 'solver_precision'},{'id': '302', 'type': 'identifier', 'children': [], 'value': 'precision_limit'},{'id': '303', 'type': 'expression_statement', 'children': ['304']},{'id': '304', 'type': 'assignment', 'children': ['305', '306']},{'id': '305', 'type': 'identifier', 'children': [], 'value': 'y_mins'},{'id': '306', 'type': 'subscript', 'children': ['307', '308']},{'id': '307', 'type': 'identifier', 'children': [], 'value': 'y_mins'},{'id': '308', 'type': 'comparison_operator', 'children': ['309', '310'], 'value': '<='},{'id': '309', 'type': 'identifier', 'children': [], 'value': 'solver_precision'},{'id': '310', 'type': 'identifier', 'children': [], 'value': 'precision_limit'},{'id': '311', 'type': 'expression_statement', 'children': ['312']},{'id': '312', 'type': 'assignment', 'children': ['313', '316']},{'id': '313', 'type': 'pattern_list', 'children': ['314', '315']},{'id': '314', 'type': 'identifier', 'children': [], 'value': 'x_mins'},{'id': '315', 'type': 'identifier', 'children': [], 'value': 'y_mins'},{'id': '316', 'type': 'call', 'children': ['317', '320']},{'id': '317', 'type': 'attribute', 'children': ['318', '319']},{'id': '318', 'type': 'identifier', 'children': [], 'value': 'image_util'},{'id': '319', 'type': 'identifier', 'children': [], 'value': 'findOverlap'},{'id': '320', 'type': 'argument_list', 'children': ['321', '322', '323']},{'id': '321', 'type': 'identifier', 'children': [], 'value': 'x_mins'},{'id': '322', 'type': 'identifier', 'children': [], 'value': 'y_mins'},{'id': '323', 'type': 'identifier', 'children': [], 'value': 'min_distance'},{'id': '324', 'type': 'if_statement', 'children': ['325', '328']},{'id': '325', 'type': 'comparison_operator', 'children': ['326', '327'], 'value': 'is'},{'id': '326', 'type': 'identifier', 'children': [], 'value': 'arrival_time_sort'},{'id': '327', 'type': 'True', 'children': []},{'id': '328', 'type': 'block', 'children': ['329']},{'id': '329', 'type': 'expression_statement', 'children': ['330']},{'id': '330', 'type': 'assignment', 'children': ['331', '334']},{'id': '331', 'type': 'pattern_list', 'children': ['332', '333']},{'id': '332', 'type': 'identifier', 'children': [], 'value': 'x_mins'},{'id': '333', 'type': 'identifier', 'children': [], 'value': 'y_mins'},{'id': '334', 'type': 'call', 'children': ['335', '338']},{'id': '335', 'type': 'attribute', 'children': ['336', '337']},{'id': '336', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '337', 'type': 'identifier', 'children': [], 'value': 'sort_arrival_times'},{'id': '338', 'type': 'argument_list', 'children': ['339', '340', '341']},{'id': '339', 'type': 'identifier', 'children': [], 'value': 'x_mins'},{'id': '340', 'type': 'identifier', 'children': [], 'value': 'y_mins'},{'id': '341', 'type': 'identifier', 'children': [], 'value': 'kwargs_lens'},{'id': '342', 'type': 'return_statement', 'children': ['343']},{'id': '343', 'type': 'expression_list', 'children': ['344', '345']},{'id': '344', 'type': 'identifier', 'children': [], 'value': 'x_mins'},{'id': '345', 'type': 'identifier', 'children': [], 'value': 'y_mins'}
def image_position_from_source(self, sourcePos_x, sourcePos_y, kwargs_lens, min_distance=0.1, search_window=10, precision_limit=10**(-10), num_iter_max=100, arrival_time_sort=True, initial_guess_cut=True, verbose=False, x_center=0, y_center=0, num_random=0): numPix = int(round(search_window / min_distance) + 0.5) x_grid, y_grid = util.make_grid(numPix, min_distance) x_grid += x_center y_grid += y_center x_mapped, y_mapped = self.lensModel.ray_shooting(x_grid, y_grid, kwargs_lens) absmapped = util.displaceAbs(x_mapped, y_mapped, sourcePos_x, sourcePos_y) x_mins, y_mins, delta_map = util.neighborSelect(absmapped, x_grid, y_grid) if verbose is True: print("There are %s regions identified that could contain a solution of the lens equation" % len(x_mins)) if initial_guess_cut is True: mag = np.abs(self.lensModel.magnification(x_mins, y_mins, kwargs_lens)) mag[mag < 1] = 1 x_mins = x_mins[delta_map <= min_distance*mag*5] y_mins = y_mins[delta_map <= min_distance*mag*5] if verbose is True: print("The number of regions that meet the plausibility criteria are %s" % len(x_mins)) x_mins = np.append(x_mins, np.random.uniform(low=-search_window/2+x_center, high=search_window/2+x_center, size=num_random)) y_mins = np.append(y_mins, np.random.uniform(low=-search_window / 2 + y_center, high=search_window / 2 + y_center, size=num_random)) x_mins, y_mins, solver_precision = self._findIterative(x_mins, y_mins, sourcePos_x, sourcePos_y, kwargs_lens, precision_limit, num_iter_max, verbose=verbose, min_distance=min_distance) x_mins = x_mins[solver_precision <= precision_limit] y_mins = y_mins[solver_precision <= precision_limit] x_mins, y_mins = image_util.findOverlap(x_mins, y_mins, min_distance) if arrival_time_sort is True: x_mins, y_mins = self.sort_arrival_times(x_mins, y_mins, kwargs_lens) return x_mins, y_mins
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def count(event_collection, timeframe=None, timezone=None, interval=None, filters=None, group_by=None, order_by=None, max_age=None, limit=None): _initialize_client_from_environment() return _client.count(event_collection=event_collection, timeframe=timeframe, timezone=timezone, interval=interval, filters=filters, group_by=group_by, order_by=order_by, max_age=max_age, limit=limit)
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def sum(event_collection, target_property, timeframe=None, timezone=None, interval=None, filters=None, group_by=None, order_by=None, max_age=None, limit=None): _initialize_client_from_environment() return _client.sum(event_collection=event_collection, timeframe=timeframe, timezone=timezone, interval=interval, filters=filters, group_by=group_by, order_by=order_by, target_property=target_property, max_age=max_age, limit=limit)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '30']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'multi_analysis'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9', '12', '15', '18', '21', '24', '27']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'event_collection'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'analyses'},{'id': '6', 'type': 'default_parameter', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'timeframe'},{'id': '8', 'type': 'None', 'children': []},{'id': '9', 'type': 'default_parameter', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'interval'},{'id': '11', 'type': 'None', 'children': []},{'id': '12', 'type': 'default_parameter', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'timezone'},{'id': '14', 'type': 'None', 'children': []},{'id': '15', 'type': 'default_parameter', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'filters'},{'id': '17', 'type': 'None', 'children': []},{'id': '18', 'type': 'default_parameter', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'group_by'},{'id': '20', 'type': 'None', 'children': []},{'id': '21', 'type': 'default_parameter', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'order_by'},{'id': '23', 'type': 'None', 'children': []},{'id': '24', 'type': 'default_parameter', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'max_age'},{'id': '26', 'type': 'None', 'children': []},{'id': '27', 'type': 'default_parameter', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'limit'},{'id': '29', 'type': 'None', 'children': []},{'id': '30', 'type': 'block', 'children': ['31', '35']},{'id': '31', 'type': 'expression_statement', 'children': ['32']},{'id': '32', 'type': 'call', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': '_initialize_client_from_environment'},{'id': '34', 'type': 'argument_list', 'children': []},{'id': '35', 'type': 'return_statement', 'children': ['36']},{'id': '36', 'type': 'call', 'children': ['37', '40']},{'id': '37', 'type': 'attribute', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': '_client'},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'multi_analysis'},{'id': '40', 'type': 'argument_list', 'children': ['41', '44', '47', '50', '53', '56', '59', '62', '65', '68']},{'id': '41', 'type': 'keyword_argument', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'event_collection'},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'event_collection'},{'id': '44', 'type': 'keyword_argument', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'timeframe'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'timeframe'},{'id': '47', 'type': 'keyword_argument', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'interval'},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'interval'},{'id': '50', 'type': 'keyword_argument', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'timezone'},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'timezone'},{'id': '53', 'type': 'keyword_argument', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'filters'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'filters'},{'id': '56', 'type': 'keyword_argument', 'children': ['57', '58']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'group_by'},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'group_by'},{'id': '59', 'type': 'keyword_argument', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'order_by'},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'order_by'},{'id': '62', 'type': 'keyword_argument', 'children': ['63', '64']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'analyses'},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'analyses'},{'id': '65', 'type': 'keyword_argument', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'max_age'},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'max_age'},{'id': '68', 'type': 'keyword_argument', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'limit'},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'limit'}
def multi_analysis(event_collection, analyses, timeframe=None, interval=None, timezone=None, filters=None, group_by=None, order_by=None, max_age=None, limit=None): _initialize_client_from_environment() return _client.multi_analysis(event_collection=event_collection, timeframe=timeframe, interval=interval, timezone=timezone, filters=filters, group_by=group_by, order_by=order_by, analyses=analyses, max_age=max_age, limit=limit)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '31']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'select_unique'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '10', '13', '16', '19', '22', '25', '28']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'event_collection'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'target_property'},{'id': '7', 'type': 'default_parameter', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'timeframe'},{'id': '9', 'type': 'None', 'children': []},{'id': '10', 'type': 'default_parameter', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'timezone'},{'id': '12', 'type': 'None', 'children': []},{'id': '13', 'type': 'default_parameter', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'interval'},{'id': '15', 'type': 'None', 'children': []},{'id': '16', 'type': 'default_parameter', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'filters'},{'id': '18', 'type': 'None', 'children': []},{'id': '19', 'type': 'default_parameter', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'group_by'},{'id': '21', 'type': 'None', 'children': []},{'id': '22', 'type': 'default_parameter', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'order_by'},{'id': '24', 'type': 'None', 'children': []},{'id': '25', 'type': 'default_parameter', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'max_age'},{'id': '27', 'type': 'None', 'children': []},{'id': '28', 'type': 'default_parameter', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'limit'},{'id': '30', 'type': 'None', 'children': []},{'id': '31', 'type': 'block', 'children': ['32', '70']},{'id': '32', 'type': 'expression_statement', 'children': ['33']},{'id': '33', 'type': 'assignment', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '35', 'type': 'call', 'children': ['36', '39']},{'id': '36', 'type': 'attribute', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'get_params'},{'id': '39', 'type': 'argument_list', 'children': ['40', '43', '46', '49', '52', '55', '58', '61', '64', '67']},{'id': '40', 'type': 'keyword_argument', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'event_collection'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'event_collection'},{'id': '43', 'type': 'keyword_argument', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'timeframe'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'timeframe'},{'id': '46', 'type': 'keyword_argument', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'timezone'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'timezone'},{'id': '49', 'type': 'keyword_argument', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'interval'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'interval'},{'id': '52', 'type': 'keyword_argument', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'filters'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'filters'},{'id': '55', 'type': 'keyword_argument', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'group_by'},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'group_by'},{'id': '58', 'type': 'keyword_argument', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'order_by'},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'order_by'},{'id': '61', 'type': 'keyword_argument', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'target_property'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'target_property'},{'id': '64', 'type': 'keyword_argument', 'children': ['65', '66']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'max_age'},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'max_age'},{'id': '67', 'type': 'keyword_argument', 'children': ['68', '69']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'limit'},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'limit'},{'id': '70', 'type': 'return_statement', 'children': ['71']},{'id': '71', 'type': 'call', 'children': ['72', '77']},{'id': '72', 'type': 'attribute', 'children': ['73', '76']},{'id': '73', 'type': 'attribute', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'api'},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '77', 'type': 'argument_list', 'children': ['78', '79']},{'id': '78', 'type': 'string', 'children': [], 'value': '"select_unique"'},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'params'}
def select_unique(self, event_collection, target_property, timeframe=None, timezone=None, interval=None, filters=None, group_by=None, order_by=None, max_age=None, limit=None): params = self.get_params(event_collection=event_collection, timeframe=timeframe, timezone=timezone, interval=interval, filters=filters, group_by=group_by, order_by=order_by, target_property=target_property, max_age=max_age, limit=limit) return self.api.query("select_unique", params)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'check_voltage'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'grid'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'mode'},{'id': '6', 'type': 'block', 'children': ['7', '11', '136', '154']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'crit_nodes'},{'id': '10', 'type': 'dictionary', 'children': []},{'id': '11', 'type': 'if_statement', 'children': ['12', '15', '129']},{'id': '12', 'type': 'comparison_operator', 'children': ['13', '14'], 'value': '=='},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'mode'},{'id': '14', 'type': 'string', 'children': [], 'value': "'MV'"},{'id': '15', 'type': 'block', 'children': ['16', '29', '42', '50']},{'id': '16', 'type': 'expression_statement', 'children': ['17']},{'id': '17', 'type': 'assignment', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'mv_max_v_level_lc_diff_normal'},{'id': '19', 'type': 'call', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'float'},{'id': '21', 'type': 'argument_list', 'children': ['22']},{'id': '22', 'type': 'call', 'children': ['23', '26']},{'id': '23', 'type': 'attribute', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'cfg_ding0'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '26', 'type': 'argument_list', 'children': ['27', '28']},{'id': '27', 'type': 'string', 'children': [], 'value': "'mv_routing_tech_constraints'"},{'id': '28', 'type': 'string', 'children': [], 'value': "'mv_max_v_level_lc_diff_normal'"},{'id': '29', 'type': 'expression_statement', 'children': ['30']},{'id': '30', 'type': 'assignment', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'mv_max_v_level_fc_diff_normal'},{'id': '32', 'type': 'call', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'float'},{'id': '34', 'type': 'argument_list', 'children': ['35']},{'id': '35', 'type': 'call', 'children': ['36', '39']},{'id': '36', 'type': 'attribute', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'cfg_ding0'},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '39', 'type': 'argument_list', 'children': ['40', '41']},{'id': '40', 'type': 'string', 'children': [], 'value': "'mv_routing_tech_constraints'"},{'id': '41', 'type': 'string', 'children': [], 'value': "'mv_max_v_level_fc_diff_normal'"},{'id': '42', 'type': 'expression_statement', 'children': ['43']},{'id': '43', 'type': 'assignment', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'voltage_station'},{'id': '45', 'type': 'attribute', 'children': ['46', '49']},{'id': '46', 'type': 'attribute', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'grid'},{'id': '48', 'type': 'identifier', 'children': [], 'value': '_station'},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'voltage_res'},{'id': '50', 'type': 'for_statement', 'children': ['51', '52', '57']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '52', 'type': 'call', 'children': ['53', '56']},{'id': '53', 'type': 'attribute', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'grid'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'graph_nodes_sorted'},{'id': '56', 'type': 'argument_list', 'children': []},{'id': '57', 'type': 'block', 'children': ['58']},{'id': '58', 'type': 'try_statement', 'children': ['59', '126']},{'id': 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def check_voltage(grid, mode): crit_nodes = {} if mode == 'MV': mv_max_v_level_lc_diff_normal = float(cfg_ding0.get('mv_routing_tech_constraints', 'mv_max_v_level_lc_diff_normal')) mv_max_v_level_fc_diff_normal = float(cfg_ding0.get('mv_routing_tech_constraints', 'mv_max_v_level_fc_diff_normal')) voltage_station = grid._station.voltage_res for node in grid.graph_nodes_sorted(): try: if (abs(voltage_station[0] - node.voltage_res[0]) > mv_max_v_level_lc_diff_normal) or\ (abs(voltage_station[1] - node.voltage_res[1]) > mv_max_v_level_fc_diff_normal): crit_nodes[node] = {'node': node, 'v_diff': max([abs(v2-v1) for v1, v2 in zip(node.voltage_res, voltage_station)])} except: pass elif mode == 'LV': raise NotImplementedError if crit_nodes: logger.info('==> {} nodes have voltage issues.'.format(len(crit_nodes))) return [_['node'] for _ in sorted(crit_nodes.values(), key=lambda _: _['v_diff'], reverse=True)]
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def compute_savings_list(self, graph): savings_list = {} for i, j in graph.edges(): if repr(i) < repr(j): t = (i, j) else: t = (j, i) if i == graph.depot() or j == graph.depot(): continue savings_list[t] = graph.distance(graph.depot(), i) + graph.distance(graph.depot(), j) - graph.distance(i, j) sorted_savings_list = sorted(list(savings_list.items()), key=operator.itemgetter(1), reverse=True) return [nodes for nodes, saving in sorted_savings_list]
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'children': ['63']},{'id': '63', 'type': 'keyword_argument', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'func_desc'},{'id': '66', 'type': 'for_statement', 'children': ['67', '70', '77']},{'id': '67', 'type': 'pattern_list', 'children': ['68', '69']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'choice'},{'id': '70', 'type': 'call', 'children': ['71', '72']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'enumerate'},{'id': '72', 'type': 'argument_list', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'choices'},{'id': '74', 'type': 'keyword_argument', 'children': ['75', '76']},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '76', 'type': 'integer', 'children': [], 'value': '1'},{'id': '77', 'type': 'block', 'children': ['78', '85']},{'id': '78', 'type': 'expression_statement', 'children': ['79']},{'id': '79', 'type': 'assignment', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'choice_desc'},{'id': '81', 'type': 'call', 'children': ['82', '83']},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'func_desc'},{'id': '83', 'type': 'argument_list', 'children': ['84']},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'choice'},{'id': '85', 'type': 'expression_statement', 'children': ['86']},{'id': '86', 'type': 'call', 'children': ['87', '88']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'info'},{'id': '88', 'type': 'argument_list', 'children': ['89', '90', '91', '94', '95']},{'id': '89', 'type': 'string', 'children': [], 'value': '" "'},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'blue'},{'id': '91', 'type': 'binary_operator', 'children': ['92', '93'], 'value': '%'},{'id': '92', 'type': 'string', 'children': [], 'value': '"%i"'},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'reset'},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'choice_desc'},{'id': '96', 'type': 'expression_statement', 'children': ['97']},{'id': '97', 'type': 'assignment', 'children': ['98', '99']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'keep_asking'},{'id': '99', 'type': 'True', 'children': []},{'id': '100', 'type': 'expression_statement', 'children': ['101']},{'id': '101', 'type': 'assignment', 'children': ['102', '103']},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'res'},{'id': '103', 'type': 'None', 'children': []},{'id': '104', 'type': 'while_statement', 'children': ['105', '106']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'keep_asking'},{'id': '106', 'type': 'block', 'children': ['107', '113', '119', '137', '161', '169']},{'id': '107', 'type': 'expression_statement', 'children': ['108']},{'id': '108', 'type': 'assignment', 'children': ['109', '110']},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'answer'},{'id': '110', 'type': 'call', 'children': ['111', '112']},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'read_input'},{'id': '112', 'type': 'argument_list', 'children': []},{'id': '113', 'type': 'if_statement', 'children': ['114', '116']},{'id': '114', 'type': 'not_operator', 'children': ['115']},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'answer'},{'id': '116', 'type': 'block', 'children': ['117']},{'id': '117', 'type': 'return_statement', 'children': ['118']},{'id': '118', 'type': 'None', 'children': []},{'id': '119', 'type': 'try_statement', 'children': ['120', '128']},{'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': 'index'},{'id': '124', 'type': 'call', 'children': ['125', '126']},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '126', 'type': 'argument_list', 'children': ['127']},{'id': '127', 'type': 'identifier', 'children': [], 'value': 'answer'},{'id': '128', 'type': 'except_clause', 'children': ['129', '130']},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '130', 'type': 'block', 'children': ['131', '136']},{'id': '131', 'type': 'expression_statement', 'children': ['132']},{'id': '132', 'type': 'call', 'children': ['133', '134']},{'id': '133', 'type': 'identifier', 'children': [], 'value': 'info'},{'id': '134', 'type': 'argument_list', 'children': ['135']},{'id': '135', 'type': 'string', 'children': [], 'value': '"Please enter a valid number"'},{'id': '136', 'type': 'continue_statement', 'children': []},{'id': '137', 'type': 'if_statement', 'children': ['138', '150']},{'id': '138', 'type': 'comparison_operator', 'children': ['139', '140'], 'value': 'not'},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '140', 'type': 'call', 'children': ['141', '142']},{'id': '141', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '142', 'type': 'argument_list', 'children': ['143', '144']},{'id': '143', 'type': 'integer', 'children': [], 'value': '1'},{'id': '144', 'type': 'binary_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': 'choices'},{'id': '149', 'type': 'integer', 'children': [], 'value': '1'},{'id': '150', 'type': 'block', 'children': ['151', '160']},{'id': '151', 'type': 'expression_statement', 'children': ['152']},{'id': '152', 'type': 'call', 'children': ['153', '154']},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'info'},{'id': '154', 'type': 'argument_list', 'children': ['155', '159']},{'id': '155', 'type': 'call', 'children': ['156', '157']},{'id': '156', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '157', 'type': 'argument_list', 'children': ['158']},{'id': '158', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '159', 'type': 'string', 'children': [], 'value': '"is out of range"'},{'id': '160', 'type': 'continue_statement', 'children': []},{'id': '161', 'type': 'expression_statement', 'children': ['162']},{'id': '162', 'type': 'assignment', 'children': ['163', '164']},{'id': '163', 'type': 'identifier', 'children': [], 'value': 'res'},{'id': '164', 'type': 'subscript', 'children': ['165', '166']},{'id': '165', 'type': 'identifier', 'children': [], 'value': 'choices'},{'id': '166', 'type': 'binary_operator', 'children': ['167', '168'], 'value': '-'},{'id': '167', 'type': 'identifier', 'children': [], 'value': 'index'},{'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': 'keep_asking'},{'id': '172', 'type': 'False', 'children': []},{'id': '173', 'type': 'return_statement', 'children': ['174']},{'id': '174', 'type': 'identifier', 'children': [], 'value': 'res'}
def ask_choice( *prompt: Token, choices: List[Any], func_desc: Optional[FuncDesc] = None ) -> Any: if func_desc is None: func_desc = lambda x: str(x) tokens = get_ask_tokens(prompt) info(*tokens) choices.sort(key=func_desc) for i, choice in enumerate(choices, start=1): choice_desc = func_desc(choice) info(" ", blue, "%i" % i, reset, choice_desc) keep_asking = True res = None while keep_asking: answer = read_input() if not answer: return None try: index = int(answer) except ValueError: info("Please enter a valid number") continue if index not in range(1, len(choices) + 1): info(str(index), "is out of range") continue res = choices[index - 1] keep_asking = False return res
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'list'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'block', 'children': ['6', '10', '35', '52']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'backups'},{'id': '9', 'type': 'list', 'children': [], 'value': '[]'},{'id': '10', 'type': 'for_statement', 'children': ['11', '12', '22']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '12', 'type': 'call', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'glob'},{'id': '14', 'type': 'argument_list', 'children': ['15']},{'id': '15', 'type': 'call', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '17', 'type': 'argument_list', 'children': ['18', '21']},{'id': '18', 'type': 'attribute', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'backup_directory'},{'id': '21', 'type': 'string', 'children': [], 'value': "'*'"},{'id': '22', 'type': 'block', 'children': ['23']},{'id': '23', 'type': 'expression_statement', 'children': ['24']},{'id': '24', 'type': 'call', 'children': ['25', '28']},{'id': '25', 'type': 'attribute', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'backups'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'append'},{'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': 'WorkspaceBackup'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'from_path'},{'id': '33', 'type': 'argument_list', 'children': ['34']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '35', 'type': 'expression_statement', 'children': ['36']},{'id': '36', 'type': 'call', 'children': ['37', '40']},{'id': '37', 'type': 'attribute', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'backups'},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '40', 'type': 'argument_list', 'children': ['41', '49']},{'id': '41', 'type': 'keyword_argument', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '43', 'type': 'lambda', 'children': ['44', '46']},{'id': '44', 'type': 'lambda_parameters', 'children': ['45']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'b'},{'id': '46', 'type': 'attribute', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'b'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'lastmod'},{'id': '49', 'type': 'keyword_argument', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '51', 'type': 'True', 'children': []},{'id': '52', 'type': 'return_statement', 'children': ['53']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'backups'}
def list(self): backups = [] for d in glob(join(self.backup_directory, '*')): backups.append(WorkspaceBackup.from_path(d)) backups.sort(key=lambda b: b.lastmod, reverse=True) return backups
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def retrieve(self, operation, field=None): obj = self._get(operation, field) if obj is None: return Mark(collection=self.collection, operation=operation, field=field) return Mark.from_dict(self.collection, obj)
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'type': 'expression_statement', 'children': ['93']},{'id': '93', 'type': 'assignment', 'children': ['94', '95']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'cur'},{'id': '95', 'type': 'call', 'children': ['96', '99']},{'id': '96', 'type': 'attribute', 'children': ['97', '98']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'cur'},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'distinct'},{'id': '99', 'type': 'argument_list', 'children': ['100']},{'id': '100', 'type': 'identifier', 'children': [], 'value': 'distinct_key'},{'id': '101', 'type': 'return_statement', 'children': ['102']},{'id': '102', 'type': 'call', 'children': ['103', '104']},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'QueryListResults'},{'id': '104', 'type': 'argument_list', 'children': ['105', '106', '107']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'prop_dict'},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'cur'},{'id': '107', 'type': 'keyword_argument', 'children': ['108', '109']},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'postprocess'},{'id': '109', 'type': 'attribute', 'children': ['110', '111']},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'result_post'},{'id': '112', 'type': 'else_clause', 'children': ['113']},{'id': '113', 'type': 'block', 'children': ['114']},{'id': '114', 'type': 'return_statement', 'children': ['115']},{'id': '115', 'type': 'call', 'children': ['116', '117']},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'QueryResults'},{'id': '117', 'type': 'argument_list', 'children': ['118', '119', '120']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'prop_dict'},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'cur'},{'id': '120', 'type': 'keyword_argument', 'children': ['121', '122']},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'postprocess'},{'id': '122', 'type': 'attribute', 'children': ['123', '124']},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'result_post'}
def query(self, properties=None, criteria=None, distinct_key=None, **kwargs): if properties is not None: props, prop_dict = self._parse_properties(properties) else: props, prop_dict = None, None crit = self._parse_criteria(criteria) if self.query_post: for func in self.query_post: func(crit, props) cur = self.collection.find(filter=crit, projection=props, **kwargs) if distinct_key is not None: cur = cur.distinct(distinct_key) return QueryListResults(prop_dict, cur, postprocess=self.result_post) else: return QueryResults(prop_dict, cur, postprocess=self.result_post)
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def sort_rows(self, rows, section): if section.lower() == Differ.CHANGED.lower(): sort_key = Differ.CHANGED_DELTA else: sort_key = None if sort_key is not None: rows.sort(key=itemgetter(sort_key))
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'children': ['15']},{'id': '15', 'type': 'assignment', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'crypto_adapters'},{'id': '17', 'type': 'call', 'children': ['18', '23']},{'id': '18', 'type': 'attribute', 'children': ['19', '22']},{'id': '19', 'type': 'attribute', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'adapters'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'findall'},{'id': '23', 'type': 'argument_list', 'children': ['24']},{'id': '24', 'type': 'keyword_argument', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'type'},{'id': '26', 'type': 'string', 'children': [], 'value': "'crypto'"},{'id': '27', 'type': 'if_statement', 'children': ['28', '30']},{'id': '28', 'type': 'not_operator', 'children': ['29']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'crypto_adapters'},{'id': '30', 'type': 'block', 'children': ['31']},{'id': '31', 'type': 'return_statement', 'children': ['32']},{'id': '32', 'type': 'None', 'children': []},{'id': '33', 'type': 'expression_statement', 'children': ['34']},{'id': '34', 'type': 'assignment', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'max_domains'},{'id': '36', 'type': 'None', 'children': []},{'id': '37', 'type': 'for_statement', 'children': ['38', '39', '40']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'ca'},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'crypto_adapters'},{'id': '40', 'type': 'block', 'children': ['41']},{'id': '41', 'type': 'if_statement', 'children': ['42', '45', '52']},{'id': '42', 'type': 'comparison_operator', 'children': ['43', '44'], 'value': 'is'},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'max_domains'},{'id': '44', 'type': 'None', 'children': []},{'id': '45', 'type': 'block', 'children': ['46']},{'id': '46', 'type': 'expression_statement', 'children': ['47']},{'id': '47', 'type': 'assignment', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'max_domains'},{'id': '49', 'type': 'attribute', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'ca'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'maximum_crypto_domains'},{'id': '52', 'type': 'else_clause', 'children': ['53']},{'id': '53', 'type': 'block', 'children': ['54']},{'id': '54', 'type': 'expression_statement', 'children': ['55']},{'id': '55', 'type': 'assignment', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'max_domains'},{'id': '57', 'type': 'call', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'min'},{'id': '59', 'type': 'argument_list', 'children': ['60', '63']},{'id': '60', 'type': 'attribute', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'ca'},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'maximum_crypto_domains'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'max_domains'},{'id': '64', 'type': 'expression_statement', 'children': ['65']},{'id': '65', 'type': 'assignment', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'used_domains'},{'id': '67', 'type': 'call', 'children': ['68', '69']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'set'},{'id': '69', 'type': 'argument_list', 'children': []},{'id': '70', 'type': 'expression_statement', 'children': ['71']},{'id': '71', 'type': 'assignment', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'partitions'},{'id': '73', 'type': 'call', 'children': ['74', '79']},{'id': '74', 'type': 'attribute', 'children': ['75', '78']},{'id': '75', 'type': 'attribute', 'children': ['76', '77']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'partitions'},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '79', 'type': 'argument_list', 'children': ['80']},{'id': '80', 'type': 'keyword_argument', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'full_properties'},{'id': '82', 'type': 'True', 'children': []},{'id': '83', 'type': 'for_statement', 'children': ['84', '85', '86']},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'partition'},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'partitions'},{'id': '86', 'type': 'block', 'children': ['87', '96']},{'id': '87', 'type': 'expression_statement', 'children': ['88']},{'id': '88', 'type': 'assignment', 'children': ['89', '90']},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'crypto_config'},{'id': '90', 'type': 'call', 'children': ['91', '94']},{'id': '91', 'type': 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'expression_statement', 'children': ['106']},{'id': '106', 'type': 'assignment', 'children': ['107', '108']},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'domain_configs'},{'id': '108', 'type': 'subscript', 'children': ['109', '110']},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'crypto_config'},{'id': '110', 'type': 'string', 'children': [], 'value': "'crypto-domain-configurations'"},{'id': '111', 'type': 'for_statement', 'children': ['112', '113', '114']},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'ca'},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'crypto_adapters'},{'id': '114', 'type': 'block', 'children': ['115']},{'id': '115', 'type': 'if_statement', 'children': ['116', '121']},{'id': '116', 'type': 'comparison_operator', 'children': ['117', '120'], 'value': 'in'},{'id': '117', 'type': 'attribute', 'children': ['118', '119']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'ca'},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'uri'},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'adapter_uris'},{'id': '121', 'type': 'block', 'children': ['122', '128', '148']},{'id': '122', 'type': 'expression_statement', 'children': ['123']},{'id': '123', 'type': 'assignment', 'children': ['124', '125']},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'used_adapter_domains'},{'id': '125', 'type': 'call', 'children': ['126', '127']},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '127', 'type': 'argument_list', 'children': []},{'id': '128', 'type': 'for_statement', 'children': ['129', '130', '131']},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'dc'},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'domain_configs'},{'id': '131', 'type': 'block', 'children': ['132']},{'id': '132', 'type': 'if_statement', 'children': ['133', '138']},{'id': '133', 'type': 'comparison_operator', 'children': ['134', '137'], 'value': '=='},{'id': '134', 'type': 'subscript', 'children': ['135', '136']},{'id': '135', 'type': 'identifier', 'children': [], 'value': 'dc'},{'id': '136', 'type': 'string', 'children': [], 'value': "'access-mode'"},{'id': '137', 'type': 'string', 'children': [], 'value': "'control-usage'"},{'id': '138', 'type': 'block', 'children': ['139']},{'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': 'used_adapter_domains'},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '144', 'type': 'argument_list', 'children': ['145']},{'id': '145', 'type': 'subscript', 'children': ['146', '147']},{'id': '146', 'type': 'identifier', 'children': [], 'value': 'dc'},{'id': '147', 'type': 'string', 'children': [], 'value': "'domain-index'"},{'id': '148', 'type': 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'type': 'argument_list', 'children': ['164', '165']},{'id': '164', 'type': 'integer', 'children': [], 'value': '0'},{'id': '165', 'type': 'identifier', 'children': [], 'value': 'max_domains'},{'id': '166', 'type': 'expression_statement', 'children': ['167']},{'id': '167', 'type': 'assignment', 'children': ['168', '169']},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'free_domains'},{'id': '169', 'type': 'binary_operator', 'children': ['170', '171'], 'value': '-'},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'all_domains'},{'id': '171', 'type': 'identifier', 'children': [], 'value': 'used_domains'},{'id': '172', 'type': 'return_statement', 'children': ['173']},{'id': '173', 'type': 'call', 'children': ['174', '175']},{'id': '174', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '175', 'type': 'argument_list', 'children': ['176']},{'id': '176', 'type': 'call', 'children': ['177', '178']},{'id': '177', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '178', 'type': 'argument_list', 'children': ['179']},{'id': '179', 'type': 'identifier', 'children': [], 'value': 'free_domains'}
def get_free_crypto_domains(self, crypto_adapters=None): if crypto_adapters is None: crypto_adapters = self.adapters.findall(type='crypto') if not crypto_adapters: return None max_domains = None for ca in crypto_adapters: if max_domains is None: max_domains = ca.maximum_crypto_domains else: max_domains = min(ca.maximum_crypto_domains, max_domains) used_domains = set() partitions = self.partitions.list(full_properties=True) for partition in partitions: crypto_config = partition.get_property('crypto-configuration') if crypto_config: adapter_uris = crypto_config['crypto-adapter-uris'] domain_configs = crypto_config['crypto-domain-configurations'] for ca in crypto_adapters: if ca.uri in adapter_uris: used_adapter_domains = list() for dc in domain_configs: if dc['access-mode'] == 'control-usage': used_adapter_domains.append(dc['domain-index']) used_domains.update(used_adapter_domains) all_domains = set(range(0, max_domains)) free_domains = all_domains - used_domains return sorted(list(free_domains))
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'31', 'type': 'identifier', 'children': [], 'value': 'GRAY'},{'id': '32', 'type': 'for_statement', 'children': ['33', '34', '41']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'parent'},{'id': '34', 'type': 'call', 'children': ['35', '38']},{'id': '35', 'type': 'attribute', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'nodes'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '38', 'type': 'argument_list', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '40', 'type': 'tuple', 'children': []},{'id': '41', 'type': 'block', 'children': ['42', '52', '62', '68', '75']},{'id': '42', 'type': 'expression_statement', 'children': ['43']},{'id': '43', 'type': 'assignment', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'color'},{'id': '45', 'type': 'call', 'children': ['46', '49']},{'id': '46', 'type': 'attribute', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'state'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '49', 'type': 'argument_list', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'parent'},{'id': '51', 'type': 'None', 'children': []},{'id': '52', 'type': 'if_statement', 'children': ['53', '56']},{'id': '53', 'type': 'comparison_operator', 'children': ['54', '55'], 'value': '=='},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'color'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'GRAY'},{'id': '56', 'type': 'block', 'children': ['57']},{'id': '57', 'type': 'raise_statement', 'children': ['58']},{'id': '58', 'type': 'call', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '60', 'type': 'argument_list', 'children': ['61']},{'id': '61', 'type': 'string', 'children': [], 'value': "'cycle'"},{'id': '62', 'type': 'if_statement', 'children': ['63', '66']},{'id': '63', 'type': 'comparison_operator', 'children': ['64', '65'], 'value': '=='},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'color'},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'BLACK'},{'id': '66', 'type': 'block', 'children': ['67']},{'id': '67', 'type': 'continue_statement', 'children': []},{'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': 'enter'},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'discard'},{'id': '73', 'type': 'argument_list', 'children': ['74']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'parent'},{'id': '75', 'type': 'expression_statement', 'children': ['76']},{'id': '76', 'type': 'call', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'dfs'},{'id': '78', 'type': 'argument_list', 'children': ['79']},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'parent'},{'id': '80', 'type': 'expression_statement', 'children': ['81']},{'id': '81', 'type': 'call', 'children': ['82', '85']},{'id': '82', 'type': 'attribute', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'appendleft'},{'id': '85', 'type': 'argument_list', 'children': ['86']},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '87', 'type': 'expression_statement', 'children': ['88']},{'id': '88', 'type': 'assignment', 'children': ['89', '92']},{'id': '89', 'type': 'subscript', 'children': ['90', '91']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'state'},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'BLACK'},{'id': '93', 'type': 'while_statement', 'children': ['94', '95']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'enter'},{'id': '95', 'type': 'block', 'children': ['96']},{'id': '96', 'type': 'expression_statement', 'children': ['97']},{'id': '97', 'type': 'call', 'children': ['98', '99']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'dfs'},{'id': '99', 'type': 'argument_list', 'children': ['100']},{'id': '100', 'type': 'call', 'children': ['101', '104']},{'id': '101', 'type': 'attribute', 'children': ['102', '103']},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'enter'},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'pop'},{'id': '104', 'type': 'argument_list', 'children': []},{'id': '105', 'type': 'return_statement', 'children': ['106']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'order'}
def topological(nodes): order, enter, state = deque(), set(nodes), {} def dfs(node): state[node] = GRAY for parent in nodes.get(node, ()): color = state.get(parent, None) if color == GRAY: raise ValueError('cycle') if color == BLACK: continue enter.discard(parent) dfs(parent) order.appendleft(node) state[node] = BLACK while enter: dfs(enter.pop()) return order
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['15']},{'id': '15', 'type': 'assignment', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'teachers'},{'id': '17', 'type': 'list_comprehension', 'children': ['18', '28']},{'id': '18', 'type': 'tuple', 'children': ['19', '22', '25']},{'id': '19', 'type': 'attribute', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'u'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'last_name'},{'id': '22', 'type': 'attribute', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'u'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'first_name'},{'id': '25', 'type': 'attribute', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'u'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'id'},{'id': '28', 'type': 'for_in_clause', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'u'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'teachers'},{'id': '31', 'type': 'for_statement', 'children': ['32', '33', '34']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'teachers'},{'id': '34', 'type': 'block', 'children': ['35']},{'id': '35', 'type': 'if_statement', 'children': ['36', '57']},{'id': '36', 'type': 'boolean_operator', 'children': ['37', '52'], 'value': 'or'},{'id': '37', 'type': 'boolean_operator', 'children': ['38', '47'], 'value': 'or'},{'id': '38', 'type': 'boolean_operator', 'children': ['39', '42'], 'value': 'or'},{'id': '39', 'type': 'comparison_operator', 'children': ['40', '41'], 'value': 'is'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '41', 'type': 'None', 'children': []},{'id': '42', 'type': 'comparison_operator', 'children': ['43', '46'], 'value': 'is'},{'id': '43', 'type': 'subscript', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '45', 'type': 'integer', 'children': [], 'value': '0'},{'id': '46', 'type': 'None', 'children': []},{'id': '47', 'type': 'comparison_operator', 'children': ['48', '51'], 'value': 'is'},{'id': '48', 'type': 'subscript', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '50', 'type': 'integer', 'children': [], 'value': '1'},{'id': '51', 'type': 'None', 'children': []},{'id': '52', 'type': 'comparison_operator', 'children': ['53', '56'], 'value': 'is'},{'id': '53', 'type': 'subscript', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '55', 'type': 'integer', 'children': [], 'value': '2'},{'id': '56', 'type': 'None', 'children': []},{'id': '57', 'type': 'block', 'children': ['58']},{'id': '58', 'type': 'expression_statement', 'children': ['59']},{'id': '59', 'type': 'call', 'children': ['60', '63']},{'id': '60', 'type': 'attribute', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'teachers'},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'remove'},{'id': '63', 'type': 'argument_list', 'children': ['64']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '65', 'type': 'for_statement', 'children': ['66', '67', '68']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'teachers'},{'id': '68', 'type': 'block', 'children': ['69']},{'id': '69', 'type': 'if_statement', 'children': ['70', '84']},{'id': '70', 'type': 'boolean_operator', 'children': ['71', '76'], 'value': 'or'},{'id': '71', 'type': 'comparison_operator', 'children': ['72', '75'], 'value': 'is'},{'id': '72', 'type': 'subscript', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '74', 'type': 'integer', 'children': [], 'value': '0'},{'id': '75', 'type': 'None', 'children': []},{'id': '76', 'type': 'comparison_operator', 'children': ['77', '83'], 'value': '<='},{'id': '77', 'type': 'call', 'children': ['78', '79']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '79', 'type': 'argument_list', 'children': ['80']},{'id': '80', 'type': 'subscript', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '82', 'type': 'integer', 'children': [], 'value': '0'},{'id': '83', 'type': 'integer', 'children': [], 'value': '1'},{'id': '84', 'type': 'block', 'children': ['85']},{'id': '85', 'type': 'expression_statement', 'children': ['86']},{'id': '86', 'type': 'call', 'children': ['87', '90']},{'id': '87', 'type': 'attribute', 'children': ['88', '89']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'teachers'},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'remove'},{'id': '90', 'type': 'argument_list', 'children': ['91']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '92', 'type': 'expression_statement', 'children': ['93']},{'id': '93', 'type': 'call', 'children': ['94', '97']},{'id': '94', 'type': 'attribute', 'children': ['95', '96']},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'teachers'},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '97', 'type': 'argument_list', 'children': ['98']},{'id': '98', 'type': 'keyword_argument', 'children': ['99', '100']},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '100', 'type': 'lambda', 'children': ['101', '103']},{'id': '101', 'type': 'lambda_parameters', 'children': ['102']},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'u'},{'id': '103', 'type': 'tuple', 'children': ['104', '107']},{'id': '104', 'type': 'subscript', 'children': ['105', '106']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'u'},{'id': '106', 'type': 'integer', 'children': [], 'value': '0'},{'id': '107', 'type': 'subscript', 'children': ['108', '109']},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'u'},{'id': '109', 'type': 'integer', 'children': [], 'value': '1'},{'id': '110', 'type': 'expression_statement', 'children': ['111']},{'id': '111', 'type': 'assignment', 'children': ['112', '113']},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'id_list'},{'id': '113', 'type': 'list_comprehension', 'children': ['114', '117']},{'id': '114', 'type': 'subscript', 'children': ['115', '116']},{'id': '115', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '116', 'type': 'integer', 'children': [], 'value': '2'},{'id': '117', 'type': 'for_in_clause', 'children': ['118', '119']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 't'},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'teachers'},{'id': '120', 'type': 'expression_statement', 'children': ['121']},{'id': '121', 'type': 'assignment', 'children': ['122', '123']},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'clauses'},{'id': '123', 'type': 'call', 'children': ['124', '127']},{'id': '124', 'type': 'attribute', 'children': ['125', '126']},{'id': '125', 'type': 'string', 'children': [], 'value': "' '"},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '127', 'type': 'argument_list', 'children': ['128']},{'id': '128', 'type': 'list_comprehension', 'children': ['129', '134']},{'id': '129', 'type': 'binary_operator', 'children': ['130', '131'], 'value': '%'},{'id': '130', 'type': 'string', 'children': [], 'value': "'WHEN id=%s THEN %s'"},{'id': '131', 'type': 'tuple', 'children': ['132', '133']},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'pk'},{'id': '133', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '134', 'type': 'for_in_clause', 'children': ['135', '138']},{'id': '135', 'type': 'pattern_list', 'children': ['136', '137']},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'pk'},{'id': '138', 'type': 'call', 'children': ['139', '140']},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'enumerate'},{'id': '140', 'type': 'argument_list', 'children': ['141']},{'id': '141', 'type': 'identifier', 'children': [], 'value': 'id_list'},{'id': '142', 'type': 'expression_statement', 'children': ['143']},{'id': '143', 'type': 'assignment', 'children': ['144', '145']},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'ordering'},{'id': '145', 'type': 'binary_operator', 'children': ['146', '147'], 'value': '%'},{'id': '146', 'type': 'string', 'children': [], 'value': "'CASE %s END'"},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'clauses'},{'id': '148', 'type': 'expression_statement', 'children': ['149']},{'id': '149', 'type': 'assignment', 'children': ['150', '151']},{'id': '150', 'type': 'identifier', 'children': [], 'value': 'queryset'},{'id': '151', 'type': 'call', 'children': ['152', '164']},{'id': '152', 'type': 'attribute', 'children': ['153', '163']},{'id': '153', 'type': 'call', 'children': ['154', '159']},{'id': '154', 'type': 'attribute', 'children': ['155', '158']},{'id': '155', 'type': 'attribute', 'children': ['156', '157']},{'id': '156', 'type': 'identifier', 'children': [], 'value': 'User'},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'objects'},{'id': '158', 'type': 'identifier', 'children': [], 'value': 'filter'},{'id': '159', 'type': 'argument_list', 'children': ['160']},{'id': '160', 'type': 'keyword_argument', 'children': ['161', '162']},{'id': '161', 'type': 'identifier', 'children': [], 'value': 'id__in'},{'id': '162', 'type': 'identifier', 'children': [], 'value': 'id_list'},{'id': '163', 'type': 'identifier', 'children': [], 'value': 'extra'},{'id': '164', 'type': 'argument_list', 'children': ['165', '171']},{'id': '165', 'type': 'keyword_argument', 'children': ['166', '167']},{'id': '166', 'type': 'identifier', 'children': [], 'value': 'select'},{'id': '167', 'type': 'dictionary', 'children': ['168']},{'id': '168', 'type': 'pair', 'children': ['169', '170']},{'id': '169', 'type': 'string', 'children': [], 'value': "'ordering'"},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'ordering'},{'id': '171', 'type': 'keyword_argument', 'children': ['172', '173']},{'id': '172', 'type': 'identifier', 'children': [], 'value': 'order_by'},{'id': '173', 'type': 'tuple', 'children': ['174']},{'id': '174', 'type': 'string', 'children': [], 'value': "'ordering'"},{'id': '175', 'type': 'return_statement', 'children': ['176']},{'id': '176', 'type': 'identifier', 'children': [], 'value': 'queryset'}
def get_teachers_sorted(self): teachers = self.get_teachers() teachers = [(u.last_name, u.first_name, u.id) for u in teachers] for t in teachers: if t is None or t[0] is None or t[1] is None or t[2] is None: teachers.remove(t) for t in teachers: if t[0] is None or len(t[0]) <= 1: teachers.remove(t) teachers.sort(key=lambda u: (u[0], u[1])) id_list = [t[2] for t in teachers] clauses = ' '.join(['WHEN id=%s THEN %s' % (pk, i) for i, pk in enumerate(id_list)]) ordering = 'CASE %s END' % clauses queryset = User.objects.filter(id__in=id_list).extra(select={'ordering': ordering}, order_by=('ordering',)) return queryset
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def sorted_bits(self) -> List[Tuple[str, int]]: return sorted(self.bit.items(), key=lambda x: x[1])
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def sorted_enums(self) -> List[Tuple[str, int]]: return sorted(self.enum.items(), key=lambda x: x[1])
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'kwargs'},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'pop'},{'id': '16', 'type': 'argument_list', 'children': ['17', '18']},{'id': '17', 'type': 'string', 'children': [], 'value': "'key'"},{'id': '18', 'type': 'lambda', 'children': ['19', '21']},{'id': '19', 'type': 'lambda_parameters', 'children': ['20']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'a'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'a'},{'id': '22', 'type': 'expression_statement', 'children': ['23']},{'id': '23', 'type': 'assignment', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'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': 'pop'},{'id': '29', 'type': 'argument_list', 'children': ['30', '31']},{'id': '30', 'type': 'string', 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'77']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'StopIteration'},{'id': '77', 'type': 'block', 'children': ['78']},{'id': '78', 'type': 'pass_statement', 'children': []},{'id': '79', 'type': 'else_clause', 'children': ['80']},{'id': '80', 'type': 'block', 'children': ['81', '87']},{'id': '81', 'type': 'expression_statement', 'children': ['82']},{'id': '82', 'type': 'assignment', 'children': ['83', '86']},{'id': '83', 'type': 'subscript', 'children': ['84', '85']},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'next_values'},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'next_value'},{'id': '87', 'type': 'expression_statement', 'children': ['88']},{'id': '88', 'type': 'call', 'children': ['89', '92']},{'id': '89', 'type': 'attribute', 'children': ['90', '91']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'by_key'},{'id': '91', 'type': 'identifier', 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'value': 'rows'},{'id': '107', 'type': 'block', 'children': ['108']},{'id': '108', 'type': 'expression_statement', 'children': ['109']},{'id': '109', 'type': 'call', 'children': ['110', '111']},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'gather_next_value'},{'id': '111', 'type': 'argument_list', 'children': ['112', '113']},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'row'},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '114', 'type': 'while_statement', 'children': ['115', '116']},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'by_key'},{'id': '116', 'type': 'block', 'children': ['117', '126', '135', '144', '147']},{'id': '117', 'type': 'expression_statement', 'children': ['118']},{'id': '118', 'type': 'assignment', 'children': ['119', '122']},{'id': '119', 'type': 'pattern_list', 'children': ['120', '121']},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'key_value'},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '122', 'type': 'call', 'children': ['123', '124']},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'min_or_max'},{'id': '124', 'type': 'argument_list', 'children': ['125']},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'by_key'},{'id': '126', 'type': 'expression_statement', 'children': ['127']},{'id': '127', 'type': 'call', 'children': ['128', '131']},{'id': '128', 'type': 'attribute', 'children': ['129', '130']},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'by_key'},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'remove'},{'id': '131', 'type': 'argument_list', 'children': ['132']},{'id': '132', 'type': 'tuple', 'children': ['133', '134']},{'id': '133', 'type': 'identifier', 'children': [], 'value': 'key_value'},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '135', 'type': 'expression_statement', 'children': ['136']},{'id': '136', 'type': 'assignment', 'children': ['137', '138']},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'next_value'},{'id': '138', 'type': 'call', 'children': ['139', '142']},{'id': '139', 'type': 'attribute', 'children': ['140', '141']},{'id': '140', 'type': 'identifier', 'children': [], 'value': 'next_values'},{'id': '141', 'type': 'identifier', 'children': [], 'value': 'pop'},{'id': '142', 'type': 'argument_list', 'children': ['143']},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '144', 'type': 'expression_statement', 'children': ['145']},{'id': '145', 'type': 'yield', 'children': ['146']},{'id': '146', 'type': 'identifier', 'children': [], 'value': 'next_value'},{'id': '147', 'type': 'expression_statement', 'children': ['148']},{'id': '148', 'type': 'call', 'children': ['149', '150']},{'id': '149', 'type': 'identifier', 'children': [], 'value': 'gather_next_value'},{'id': '150', 'type': 'argument_list', 'children': ['151', '154']},{'id': '151', 'type': 'subscript', 'children': ['152', '153']},{'id': '152', 'type': 'identifier', 'children': [], 'value': 'rows'},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'index'}
def collate(*iterables, **kwargs): key = kwargs.pop('key', lambda a: a) reverse = kwargs.pop('reverse', False) min_or_max = max if reverse else min rows = [iter(iterable) for iterable in iterables if iterable] next_values = {} by_key = [] def gather_next_value(row, index): try: next_value = next(row) except StopIteration: pass else: next_values[index] = next_value by_key.append((key(next_value), index)) for index, row in enumerate(rows): gather_next_value(row, index) while by_key: key_value, index = min_or_max(by_key) by_key.remove((key_value, index)) next_value = next_values.pop(index) yield next_value gather_next_value(rows[index], index)
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def order_key_defs(key_def): _int = [] for kd in key_def: if len(kd['use']) > 1: for _use in kd['use']: _kd = kd.copy() _kd['use'] = _use _int.append(_kd) else: _int.append(kd) _int.sort(key=cmp_to_key(sort_func)) return _int
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def wait(self, condition_or_value, timeout=None): if (isinstance(condition_or_value, collections.Sequence) and not isinstance(condition_or_value, basestring)): raise NotImplementedError( 'Currently only single conditions are supported') condition_test = (condition_or_value if callable(condition_or_value) else lambda s: s.value == condition_or_value) ioloop = tornado.ioloop.IOLoop.current() f = Future() if self.sampling_strategy == ('none', ): raise KATCPSensorError( 'Cannot wait on a sensor that does not have a strategy set') def handle_update(sensor, reading): try: assert sensor is self if condition_test(reading): self.unregister_listener(handle_update) if not f.done(): ioloop.add_callback(f.set_result, True) except Exception: f.set_exc_info(sys.exc_info()) self.unregister_listener(handle_update) self.register_listener(handle_update, reading=True) ioloop.add_callback(handle_update, self, self._reading) if timeout: to = ioloop.time() + timeout timeout_f = with_timeout(to, f) timeout_f.add_done_callback( lambda f: self.unregister_listener(handle_update)) return timeout_f else: return f
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def _find_nearest_conn_objects(network, node, branches): conn_diff_tolerance = network.config['grid_connection'][ 'conn_diff_tolerance'] conn_objects_min_stack = [] node_shp = transform(proj2equidistant(network), node.geom) for branch in branches: stations = branch['adj_nodes'] station1_shp = transform(proj2equidistant(network), stations[0].geom) station2_shp = transform(proj2equidistant(network), stations[1].geom) line_shp = LineString([station1_shp, station2_shp]) conn_objects = {'s1': {'obj': stations[0], 'shp': station1_shp, 'dist': node_shp.distance(station1_shp) * 0.999}, 's2': {'obj': stations[1], 'shp': station2_shp, 'dist': node_shp.distance(station2_shp) * 0.999}, 'b': {'obj': branch, 'shp': line_shp, 'dist': node_shp.distance(line_shp)}} if ( abs(conn_objects['s1']['dist'] - conn_objects['b']['dist']) < conn_diff_tolerance or abs(conn_objects['s2']['dist'] - conn_objects['b']['dist']) < conn_diff_tolerance ): del conn_objects['b'] if isinstance(conn_objects['s1']['obj'], MVStation): del conn_objects['s1'] elif isinstance(conn_objects['s2']['obj'], MVStation): del conn_objects['s2'] conn_objects_min = min(conn_objects.values(), key=lambda v: v['dist']) conn_objects_min_stack.append(conn_objects_min) conn_objects_min_stack = [_ for _ in sorted(conn_objects_min_stack, key=lambda x: x['dist'])] return conn_objects_min_stack
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def mv_voltage_deviation(network, voltage_levels='mv_lv'): crit_nodes = {} v_dev_allowed_per_case = {} v_dev_allowed_per_case['feedin_case_lower'] = 0.9 v_dev_allowed_per_case['load_case_upper'] = 1.1 offset = network.config[ 'grid_expansion_allowed_voltage_deviations']['hv_mv_trafo_offset'] control_deviation = network.config[ 'grid_expansion_allowed_voltage_deviations'][ 'hv_mv_trafo_control_deviation'] if voltage_levels == 'mv_lv': v_dev_allowed_per_case['feedin_case_upper'] = \ 1 + offset + control_deviation + network.config[ 'grid_expansion_allowed_voltage_deviations'][ 'mv_lv_feedin_case_max_v_deviation'] v_dev_allowed_per_case['load_case_lower'] = \ 1 + offset - control_deviation - network.config[ 'grid_expansion_allowed_voltage_deviations'][ 'mv_lv_load_case_max_v_deviation'] elif voltage_levels == 'mv': v_dev_allowed_per_case['feedin_case_upper'] = \ 1 + offset + control_deviation + network.config[ 'grid_expansion_allowed_voltage_deviations'][ 'mv_feedin_case_max_v_deviation'] v_dev_allowed_per_case['load_case_lower'] = \ 1 + offset - control_deviation - network.config[ 'grid_expansion_allowed_voltage_deviations'][ 'mv_load_case_max_v_deviation'] else: raise ValueError( 'Specified mode {} is not a valid option.'.format(voltage_levels)) v_dev_allowed_upper = \ network.timeseries.timesteps_load_feedin_case.case.apply( lambda _: v_dev_allowed_per_case['{}_upper'.format(_)]) v_dev_allowed_lower = \ network.timeseries.timesteps_load_feedin_case.case.apply( lambda _: v_dev_allowed_per_case['{}_lower'.format(_)]) nodes = network.mv_grid.graph.nodes() crit_nodes_grid = _voltage_deviation( network, nodes, v_dev_allowed_upper, v_dev_allowed_lower, voltage_level='mv') if not crit_nodes_grid.empty: crit_nodes[network.mv_grid] = crit_nodes_grid.sort_values( by=['v_mag_pu'], ascending=False) logger.debug( '==> {} node(s) in MV grid has/have voltage issues.'.format( crit_nodes[network.mv_grid].shape[0])) else: logger.debug('==> No voltage issues in MV grid.') return crit_nodes
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def calc_geo_lines_in_buffer(network, node, grid, radius, radius_inc): lines = [] while not lines: node_shp = transform(proj2equidistant(network), node.geom) buffer_zone_shp = node_shp.buffer(radius) for line in grid.graph.lines(): nodes = line['adj_nodes'] branch_shp = transform(proj2equidistant(network), LineString([nodes[0].geom, nodes[1].geom])) if buffer_zone_shp.intersects(branch_shp): lines.append(line) radius += radius_inc return sorted(lines, key=lambda _: repr(_))
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_group_by_size_greedy'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'obj_list'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'tot_groups'},{'id': '6', 'type': 'block', 'children': ['7', '25', '36', '63']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'sorted_list'},{'id': '10', 'type': 'call', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '12', 'type': 'argument_list', 'children': ['13', '14', '22']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'obj_list'},{'id': '14', 'type': 'keyword_argument', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '16', 'type': 'lambda', 'children': ['17', '19']},{'id': '17', 'type': 'lambda_parameters', 'children': ['18']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '19', 'type': 'subscript', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '21', 'type': 'string', 'children': [], 'value': "'size'"},{'id': '22', 'type': 'keyword_argument', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '24', 'type': 'True', 'children': []},{'id': '25', 'type': 'expression_statement', 'children': ['26']},{'id': '26', 'type': 'assignment', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'groups'},{'id': '28', 'type': 'list_comprehension', 'children': ['29', '30']},{'id': '29', 'type': 'list', 'children': [], 'value': '[]'},{'id': '30', 'type': 'for_in_clause', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': '_'},{'id': '32', 'type': 'call', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '34', 'type': 'argument_list', 'children': ['35']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'tot_groups'},{'id': '36', 'type': 'for_statement', 'children': ['37', '40', '44']},{'id': '37', 'type': 'pattern_list', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'obj'},{'id': '40', 'type': 'call', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'enumerate'},{'id': '42', 'type': 'argument_list', 'children': ['43']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'sorted_list'},{'id': '44', 'type': 'block', 'children': ['45', '56']},{'id': '45', 'type': 'expression_statement', 'children': ['46']},{'id': '46', 'type': 'assignment', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'current_group'},{'id': '48', 'type': 'subscript', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'groups'},{'id': '50', 'type': 'binary_operator', 'children': ['51', '52'], 'value': '%'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '52', 'type': 'call', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '54', 'type': 'argument_list', 'children': ['55']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'groups'},{'id': '56', 'type': 'expression_statement', 'children': ['57']},{'id': '57', 'type': 'call', 'children': ['58', '61']},{'id': '58', 'type': 'attribute', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'current_group'},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '61', 'type': 'argument_list', 'children': ['62']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'obj'},{'id': '63', 'type': 'return_statement', 'children': ['64']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'groups'}
def _group_by_size_greedy(obj_list, tot_groups): sorted_list = sorted(obj_list, key=lambda x: x['size'], reverse=True) groups = [[] for _ in range(tot_groups)] for index, obj in enumerate(sorted_list): current_group = groups[index % len(groups)] current_group.append(obj) return groups
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'dimensions_from_subgroups'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '5', 'type': 'block', 'children': ['6', '10']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'letters'},{'id': '9', 'type': 'string', 'children': [], 'value': "'XYABCDEFGHIJKLMNOPQRSTUVWZ'"},{'id': '10', 'type': 'return_statement', 'children': ['11']},{'id': '11', 'type': 'call', 'children': ['12', '15']},{'id': '12', 'type': 'attribute', 'children': ['13', '14']},{'id': '13', 'type': 'string', 'children': [], 'value': "' '"},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '15', 'type': 'argument_list', 'children': ['16']},{'id': '16', 'type': 'list_comprehension', 'children': ['17', '26']},{'id': '17', 'type': 'call', 'children': ['18', '21']},{'id': '18', 'type': 'attribute', 'children': ['19', '20']},{'id': '19', 'type': 'string', 'children': [], 'value': "'dim{0}={1}'"},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '21', 'type': 'argument_list', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'dim'},{'id': '23', 'type': 'attribute', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'sg'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '26', 'type': 'for_in_clause', 'children': ['27', '30']},{'id': '27', 'type': 'pattern_list', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'dim'},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'sg'},{'id': '30', 'type': 'call', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'zip'},{'id': '32', 'type': 'argument_list', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'letters'},{'id': '34', 'type': 'identifier', 'children': [], 'value': 's'}
def dimensions_from_subgroups(s): letters = 'XYABCDEFGHIJKLMNOPQRSTUVWZ' return ' '.join(['dim{0}={1}'.format(dim, sg.name) for dim, sg in zip(letters, s)])
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'filter_composite_from_subgroups'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '5', 'type': 'block', 'children': ['6', '10', '36']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'dims'},{'id': '9', 'type': 'list', 'children': [], 'value': '[]'},{'id': '10', 'type': 'for_statement', 'children': ['11', '14', '23']},{'id': '11', 'type': 'pattern_list', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'letter'},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'sg'},{'id': '14', 'type': 'call', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'zip'},{'id': '16', 'type': 'argument_list', 'children': ['17', '18']},{'id': '17', 'type': 'string', 'children': [], 'value': "'ABCDEFGHIJKLMNOPQRSTUVWZ'"},{'id': '18', 'type': 'subscript', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 's'},{'id': '20', 'type': 'slice', 'children': ['21', '22']},{'id': '21', 'type': 'integer', 'children': [], 'value': '2'},{'id': '22', 'type': 'colon', 'children': []},{'id': '23', 'type': 'block', 'children': ['24']},{'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': 'dims'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '29', 'type': 'argument_list', 'children': ['30']},{'id': '30', 'type': 'call', 'children': ['31', '34']},{'id': '31', 'type': 'attribute', 'children': ['32', '33']},{'id': '32', 'type': 'string', 'children': [], 'value': "'dim{0}'"},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '34', 'type': 'argument_list', 'children': ['35']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'letter'},{'id': '36', 'type': 'if_statement', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'dims'},{'id': '38', 'type': 'block', 'children': ['39']},{'id': '39', 'type': 'return_statement', 'children': ['40']},{'id': '40', 'type': 'call', 'children': ['41', '44']},{'id': '41', 'type': 'attribute', 'children': ['42', '43']},{'id': '42', 'type': 'string', 'children': [], 'value': "' '"},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '44', 'type': 'argument_list', 'children': ['45']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'dims'}
def filter_composite_from_subgroups(s): dims = [] for letter, sg in zip('ABCDEFGHIJKLMNOPQRSTUVWZ', s[2:]): dims.append('dim{0}'.format(letter)) if dims: return ' '.join(dims)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '16']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_get_videos_for_filter'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '13']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'video_filter'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'sort_field'},{'id': '7', 'type': 'None', 'children': []},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'sort_dir'},{'id': '10', 'type': 'attribute', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'SortDirection'},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'asc'},{'id': '13', 'type': 'default_parameter', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'pagination_conf'},{'id': '15', 'type': 'None', 'children': []},{'id': '16', 'type': 'block', 'children': ['17', '29', '33', '63', '116']},{'id': '17', 'type': 'expression_statement', 'children': ['18']},{'id': '18', 'type': 'assignment', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'videos'},{'id': '20', 'type': 'call', 'children': ['21', '26']},{'id': '21', 'type': 'attribute', 'children': ['22', '25']},{'id': '22', 'type': 'attribute', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'Video'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'objects'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'filter'},{'id': '26', 'type': 'argument_list', 'children': ['27']},{'id': '27', 'type': 'dictionary_splat', 'children': ['28']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'video_filter'},{'id': '29', 'type': 'expression_statement', 'children': ['30']},{'id': '30', 'type': 'assignment', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'paginator_context'},{'id': '32', 'type': 'dictionary', 'children': []},{'id': '33', 'type': 'if_statement', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'sort_field'},{'id': '35', 'type': 'block', 'children': ['36', '48']},{'id': '36', 'type': 'expression_statement', 'children': ['37']},{'id': '37', 'type': 'assignment', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'videos'},{'id': '39', 'type': 'call', 'children': ['40', '43']},{'id': '40', 'type': 'attribute', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'videos'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'order_by'},{'id': '43', 'type': 'argument_list', 'children': ['44', '47']},{'id': '44', 'type': 'attribute', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'sort_field'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '47', 'type': 'string', 'children': [], 'value': '"edx_video_id"'},{'id': '48', 'type': 'if_statement', 'children': ['49', '54']},{'id': '49', 'type': 'comparison_operator', 'children': ['50', '51'], 'value': '=='},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'sort_dir'},{'id': '51', 'type': 'attribute', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'SortDirection'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'desc'},{'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': 'videos'},{'id': '58', 'type': 'call', 'children': ['59', '62']},{'id': '59', 'type': 'attribute', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'videos'},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '62', 'type': 'argument_list', 'children': []},{'id': '63', 'type': 'if_statement', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'pagination_conf'},{'id': '65', 'type': 'block', 'children': ['66', '75', '83', '97']},{'id': '66', 'type': 'expression_statement', 'children': ['67']},{'id': '67', 'type': 'assignment', 'children': ['68', '69']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'videos_per_page'},{'id': '69', 'type': 'call', 'children': ['70', '73']},{'id': '70', 'type': 'attribute', 'children': ['71', '72']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'pagination_conf'},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '73', 'type': 'argument_list', 'children': ['74']},{'id': '74', 'type': 'string', 'children': [], 'value': "'videos_per_page'"},{'id': '75', 'type': 'expression_statement', 'children': ['76']},{'id': '76', 'type': 'assignment', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'paginator'},{'id': '78', 'type': 'call', 'children': ['79', '80']},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'Paginator'},{'id': '80', 'type': 'argument_list', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'videos'},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'videos_per_page'},{'id': '83', 'type': 'expression_statement', 'children': ['84']},{'id': '84', 'type': 'assignment', 'children': ['85', '86']},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'videos'},{'id': '86', 'type': 'call', 'children': ['87', '90']},{'id': '87', 'type': 'attribute', 'children': ['88', '89']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'paginator'},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'page'},{'id': '90', 'type': 'argument_list', 'children': ['91']},{'id': '91', 'type': 'call', 'children': ['92', '95']},{'id': '92', 'type': 'attribute', 'children': ['93', '94']},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'pagination_conf'},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '95', 'type': 'argument_list', 'children': ['96']},{'id': '96', 'type': 'string', 'children': [], 'value': "'page_number'"},{'id': '97', 'type': 'expression_statement', 'children': ['98']},{'id': '98', 'type': 'assignment', 'children': ['99', '100']},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'paginator_context'},{'id': '100', 'type': 'dictionary', 'children': ['101', '106', '113']},{'id': '101', 'type': 'pair', 'children': ['102', '103']},{'id': '102', 'type': 'string', 'children': [], 'value': "'current_page'"},{'id': '103', 'type': 'attribute', 'children': ['104', '105']},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'videos'},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'number'},{'id': '106', 'type': 'pair', 'children': ['107', '108']},{'id': '107', 'type': 'string', 'children': [], 'value': "'total_pages'"},{'id': '108', 'type': 'attribute', 'children': ['109', '112']},{'id': '109', 'type': 'attribute', 'children': ['110', '111']},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'videos'},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'paginator'},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'num_pages'},{'id': '113', 'type': 'pair', 'children': ['114', '115']},{'id': '114', 'type': 'string', 'children': [], 'value': "'items_on_one_page'"},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'videos_per_page'},{'id': '116', 'type': 'return_statement', 'children': ['117']},{'id': '117', 'type': 'expression_list', 'children': ['118', '128']},{'id': '118', 'type': 'generator_expression', 'children': ['119', '125']},{'id': '119', 'type': 'attribute', 'children': ['120', '124']},{'id': '120', 'type': 'call', 'children': ['121', '122']},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'VideoSerializer'},{'id': '122', 'type': 'argument_list', 'children': ['123']},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'video'},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '125', 'type': 'for_in_clause', 'children': ['126', '127']},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'video'},{'id': '127', 'type': 'identifier', 'children': [], 'value': 'videos'},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'paginator_context'}
def _get_videos_for_filter(video_filter, sort_field=None, sort_dir=SortDirection.asc, pagination_conf=None): videos = Video.objects.filter(**video_filter) paginator_context = {} if sort_field: videos = videos.order_by(sort_field.value, "edx_video_id") if sort_dir == SortDirection.desc: videos = videos.reverse() if pagination_conf: videos_per_page = pagination_conf.get('videos_per_page') paginator = Paginator(videos, videos_per_page) videos = paginator.page(pagination_conf.get('page_number')) paginator_context = { 'current_page': videos.number, 'total_pages': videos.paginator.num_pages, 'items_on_one_page':videos_per_page } return (VideoSerializer(video).data for video in videos), paginator_context
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def get_videos_for_course(course_id, sort_field=None, sort_dir=SortDirection.asc, pagination_conf=None): return _get_videos_for_filter( {'courses__course_id': six.text_type(course_id), 'courses__is_hidden': False}, sort_field, sort_dir, pagination_conf, )
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def get_videos_for_ids( edx_video_ids, sort_field=None, sort_dir=SortDirection.asc ): videos, __ = _get_videos_for_filter( {"edx_video_id__in":edx_video_ids}, sort_field, sort_dir, ) return videos
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def put(self, block_id, priority, pb_type='offline'): if pb_type not in ('offline', 'realtime'): raise ValueError('Invalid PB type.') with self._mutex: added_time = datetime.datetime.utcnow().isoformat() entry = (priority, sys.maxsize-self._index, block_id, pb_type, added_time) self._index += 1 if self._block_map.get(block_id) is not None: raise KeyError('ERROR: Block id "{}" already exists in ' 'PC PB queue!'. format(block_id)) self._block_map[block_id] = entry LOG.debug("Adding PB %s to queue", block_id) self._queue.append(entry) self._queue.sort() self._queue.reverse()
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'children': ['124']},{'id': '124', 'type': 'expression_statement', 'children': ['125']},{'id': '125', 'type': 'assignment', 'children': ['126', '131']},{'id': '126', 'type': 'subscript', 'children': ['127', '130']},{'id': '127', 'type': 'attribute', 'children': ['128', '129']},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'devices'},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'id'},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'name'}
def sort_device(self): self.devices.sort() idx = [] names = [] for dev in order: if dev in all_models: all_dev = list(sorted(all_models[dev].keys())) for item in all_dev: if item in self.devices: idx.append(self.devices.index(item)) names.append(item) elif dev in self.devices: idx.append(self.devices.index(dev)) names.append(dev) idx = sorted(idx) for id, name in zip(idx, names): self.devices[id] = name
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '21']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'export_csv'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9', '12', '15', '18']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '6', 'type': 'default_parameter', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '8', 'type': 'None', 'children': []},{'id': '9', 'type': 'default_parameter', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'header'},{'id': '11', 'type': 'None', 'children': []},{'id': '12', 'type': 'default_parameter', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'formatted'},{'id': '14', 'type': 'False', 'children': []},{'id': '15', 'type': 'default_parameter', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'sort_idx'},{'id': '17', 'type': 'True', 'children': []},{'id': '18', 'type': 'default_parameter', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'fmt'},{'id': '20', 'type': 'string', 'children': [], 'value': "'%.18e'"},{'id': '21', 'type': 'block', 'children': ['22', '32', '48', '59', '68']},{'id': '22', 'type': 'if_statement', 'children': ['23', '25']},{'id': '23', 'type': 'not_operator', 'children': ['24']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'idx'},{'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': 'idx'},{'id': '29', 'type': 'attribute', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '31', 'type': 'identifier', 'children': [], 'value': '_idx'},{'id': '32', 'type': 'if_statement', 'children': ['33', '35']},{'id': '33', 'type': 'not_operator', 'children': ['34']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'header'},{'id': '35', 'type': 'block', 'children': ['36']},{'id': '36', 'type': 'expression_statement', 'children': ['37']},{'id': '37', 'type': 'assignment', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'header'},{'id': '39', 'type': 'call', 'children': ['40', '43']},{'id': '40', 'type': 'attribute', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'get_header'},{'id': '43', 'type': 'argument_list', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '45', 'type': 'keyword_argument', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'formatted'},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'formatted'},{'id': '48', 'type': 'assert_statement', 'children': ['49', '58']},{'id': '49', 'type': 'comparison_operator', 'children': ['50', '54'], 'value': '=='},{'id': '50', 'type': 'call', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '52', 'type': 'argument_list', 'children': ['53']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '54', 'type': 'call', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '56', 'type': 'argument_list', 'children': ['57']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'header'},{'id': '58', 'type': 'string', 'children': [], 'value': '"Idx length does not match header length"'},{'id': '59', 'type': 'expression_statement', 'children': ['60']},{'id': '60', 'type': 'assignment', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'body'},{'id': '62', 'type': 'call', 'children': ['63', '66']},{'id': '63', 'type': 'attribute', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'get_values'},{'id': '66', 'type': 'argument_list', 'children': ['67']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '68', 'type': 'with_statement', 'children': ['69', '79']},{'id': '69', 'type': 'with_clause', 'children': ['70']},{'id': '70', 'type': 'with_item', 'children': ['71']},{'id': '71', 'type': 'as_pattern', 'children': ['72', '77']},{'id': '72', 'type': 'call', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'open'},{'id': '74', 'type': 'argument_list', 'children': ['75', '76']},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '76', 'type': 'string', 'children': [], 'value': "'w'"},{'id': '77', 'type': 'as_pattern_target', 'children': ['78']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'fd'},{'id': '79', 'type': 'block', 'children': ['80', '94']},{'id': '80', 'type': 'expression_statement', 'children': ['81']},{'id': '81', 'type': 'call', 'children': ['82', '85']},{'id': '82', 'type': 'attribute', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'fd'},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'write'},{'id': '85', 'type': 'argument_list', 'children': ['86']},{'id': '86', 'type': 'binary_operator', 'children': ['87', '93'], 'value': '+'},{'id': '87', 'type': 'call', 'children': ['88', '91']},{'id': '88', 'type': 'attribute', 'children': ['89', '90']},{'id': '89', 'type': 'string', 'children': [], 'value': "','"},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '91', 'type': 'argument_list', 'children': ['92']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'header'},{'id': '93', 'type': 'string', 'children': [], 'value': "'\\n'"},{'id': '94', 'type': 'expression_statement', 'children': ['95']},{'id': '95', 'type': 'call', 'children': ['96', '99']},{'id': '96', 'type': 'attribute', 'children': ['97', '98']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'np'},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'savetxt'},{'id': '99', 'type': 'argument_list', 'children': ['100', '101', '102', '105']},{'id': '100', 'type': 'identifier', 'children': [], 'value': 'fd'},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'body'},{'id': '102', 'type': 'keyword_argument', 'children': ['103', '104']},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'fmt'},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'fmt'},{'id': '105', 'type': 'keyword_argument', 'children': ['106', '107']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'delimiter'},{'id': '107', 'type': 'string', 'children': [], 'value': "','"}
def export_csv(self, path, idx=None, header=None, formatted=False, sort_idx=True, fmt='%.18e'): if not idx: idx = self._idx if not header: header = self.get_header(idx, formatted=formatted) assert len(idx) == len(header), \ "Idx length does not match header length" body = self.get_values(idx) with open(path, 'w') as fd: fd.write(','.join(header) + '\n') np.savetxt(fd, body, fmt=fmt, delimiter=',')
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def get_event_times(self): times = [] times.extend(self.Breaker.get_times()) for model in self.__dict__['Event'].all_models: times.extend(self.__dict__[model].get_times()) if times: times = sorted(list(set(times))) return times
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_sort_field'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'request'},{'id': '5', 'type': 'block', 'children': ['6', '17', '34', '43', '57']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'sort_direction'},{'id': '9', 'type': 'call', 'children': ['10', '15']},{'id': '10', 'type': 'attribute', 'children': ['11', '14']},{'id': '11', 'type': 'attribute', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'request'},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'GET'},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '15', 'type': 'argument_list', 'children': ['16']},{'id': '16', 'type': 'string', 'children': [], 'value': '"dir"'},{'id': '17', 'type': 'expression_statement', 'children': ['18']},{'id': '18', 'type': 'assignment', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'field_name'},{'id': '20', 'type': 'conditional_expression', 'children': ['21', '32', '33'], 'value': 'if'},{'id': '21', 'type': '()', 'children': ['22']},{'id': '22', 'type': 'boolean_operator', 'children': ['23', '31'], 'value': 'or'},{'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': 'request'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'GET'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '29', 'type': 'argument_list', 'children': ['30']},{'id': '30', 'type': 'string', 'children': [], 'value': '"sort"'},{'id': '31', 'type': 'string', 'children': [], 'value': '""'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'sort_direction'},{'id': '33', 'type': 'string', 'children': [], 'value': '""'},{'id': '34', 'type': 'expression_statement', 'children': ['35']},{'id': '35', 'type': 'assignment', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'sort_sign'},{'id': '37', 'type': 'conditional_expression', 'children': ['38', '39', '42'], 'value': 'if'},{'id': '38', 'type': 'string', 'children': [], 'value': '"-"'},{'id': '39', 'type': 'comparison_operator', 'children': ['40', '41'], 'value': '=='},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'sort_direction'},{'id': '41', 'type': 'string', 'children': [], 'value': '"desc"'},{'id': '42', 'type': 'string', 'children': [], 'value': '""'},{'id': '43', 'type': 'expression_statement', 'children': ['44']},{'id': '44', 'type': 'assignment', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'result_field'},{'id': '46', 'type': 'call', 'children': ['47', '50']},{'id': '47', 'type': 'attribute', 'children': ['48', '49']},{'id': '48', 'type': 'string', 'children': [], 'value': '"{sign}{field}"'},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '50', 'type': 'argument_list', 'children': ['51', '54']},{'id': '51', 'type': 'keyword_argument', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'sign'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'sort_sign'},{'id': '54', 'type': 'keyword_argument', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'field'},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'field_name'},{'id': '57', 'type': 'return_statement', 'children': ['58']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'result_field'}
def get_sort_field(request): sort_direction = request.GET.get("dir") field_name = (request.GET.get("sort") or "") if sort_direction else "" sort_sign = "-" if sort_direction == "desc" else "" result_field = "{sign}{field}".format(sign=sort_sign, field=field_name) return result_field
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'children': ['31', '34']},{'id': '31', 'type': 'subscript', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'new_records'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'lg_name'},{'id': '34', 'type': 'list', 'children': [], 'value': '[]'},{'id': '35', 'type': 'for_statement', 'children': ['36', '37', '38']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'record'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'linkage_group'},{'id': '38', 'type': 'block', 'children': ['39', '46', '52', '58', '68']},{'id': '39', 'type': 'expression_statement', 'children': ['40']},{'id': '40', 'type': 'assignment', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'init_contig'},{'id': '42', 'type': 'subscript', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'record'},{'id': '44', 'type': 'unary_operator', 'children': ['45'], 'value': '-'},{'id': '45', 'type': 'integer', 'children': [], 'value': '1'},{'id': '46', 'type': 'expression_statement', 'children': ['47']},{'id': '47', 'type': 'assignment', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '49', 'type': 'subscript', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'record'},{'id': '51', 'type': 'integer', 'children': [], 'value': '1'},{'id': '52', 'type': 'expression_statement', 'children': ['53']},{'id': '53', 'type': 'assignment', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '55', 'type': 'subscript', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'record'},{'id': '57', 'type': 'integer', 'children': [], 'value': '2'},{'id': '58', 'type': 'expression_statement', 'children': ['59']},{'id': '59', 'type': 'assignment', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'new_record'},{'id': '61', 'type': 'list', 'children': ['62', '63', '65', '66', '67'], 'value': '[init_contig, -3, start, end, 1]'},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'init_contig'},{'id': '63', 'type': 'unary_operator', 'children': ['64'], 'value': '-'},{'id': '64', 'type': 'integer', 'children': [], 'value': '3'},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '67', 'type': 'integer', 'children': [], 'value': '1'},{'id': '68', 'type': 'expression_statement', 'children': ['69']},{'id': '69', 'type': 'call', 'children': ['70', '75']},{'id': '70', 'type': 'attribute', 'children': ['71', '74']},{'id': '71', 'type': 'subscript', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'new_records'},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'lg_name'},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '75', 'type': 'argument_list', 'children': ['76']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'new_record'},{'id': '77', 'type': 'return_statement', 'children': ['78']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'new_records'}
def linkage_group_ordering(linkage_records): new_records = dict() for lg_name, linkage_group in itertools.groupby( linkage_records, operator.itemgetter(0) ): new_records[lg_name] = [] for record in linkage_group: init_contig = record[-1] start = record[1] end = record[2] new_record = [init_contig, -3, start, end, 1] new_records[lg_name].append(new_record) return new_records
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This argument is\n required, either passed via the CLI, or defined in the configured\n profile. A ``repo_name`` passed as a CLI argument will override the\n repo_name defined in the configured profile, if provided.\n profile\n The name of the profile configuration to use. Defaults to ``github``.\n milestone\n The number of a GitHub milestone, or a string of either ``*`` or\n ``none``.\n If a number is passed, it should refer to a milestone by its number\n field. Use the ``github.get_milestone`` function to obtain a milestone's\n number.\n If the string ``*`` is passed, issues with any milestone are\n accepted. If the string ``none`` is passed, issues without milestones\n are returned.\n state\n Indicates the state of the issues to return. Can be either ``open``,\n ``closed``, or ``all``. Default is ``open``.\n assignee\n Can be the name of a user. Pass in ``none`` (as a string) for issues\n with no assigned user or ``*`` for issues assigned to any user.\n creator\n The user that created the issue.\n mentioned\n A user that's mentioned in the issue.\n labels\n A string of comma separated label names. For example, ``bug,ui,@high``.\n sort\n What to sort results by. Can be either ``created``, ``updated``, or\n ``comments``. Default is ``created``.\n direction\n The direction of the sort. Can be either ``asc`` or ``desc``. Default\n is ``desc``.\n since\n Only issues updated at or after this time are returned. This is a\n timestamp in ISO 8601 format: ``YYYY-MM-DDTHH:MM:SSZ``.\n output\n The amount of data returned by each issue. Defaults to ``min``. Change\n to ``full`` to see all issue output.\n per_page\n GitHub paginates data in their API calls. Use this value to increase or\n decrease the number of issues gathered from GitHub, per page. If not set,\n GitHub defaults are used. Maximum is 100.\n CLI Example:\n .. code-block:: bash\n salt myminion github.get_issues my-github-repo\n '''"},{'id': '46', 'type': 'expression_statement', 'children': ['47']},{'id': '47', 'type': 'assignment', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'org_name'},{'id': '49', 'type': 'call', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': '_get_config_value'},{'id': '51', 'type': 'argument_list', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'profile'},{'id': '53', 'type': 'string', 'children': [], 'value': "'org_name'"},{'id': '54', 'type': 'if_statement', 'children': ['55', '58']},{'id': '55', 'type': 'comparison_operator', 'children': ['56', '57'], 'value': 'is'},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'repo_name'},{'id': '57', 'type': 'None', 'children': []},{'id': '58', 'type': 'block', 'children': ['59']},{'id': '59', 'type': 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def get_issues(repo_name=None, profile='github', milestone=None, state='open', assignee=None, creator=None, mentioned=None, labels=None, sort='created', direction='desc', since=None, output='min', per_page=None): ''' Returns information for all issues in a given repository, based on the search options. .. versionadded:: 2016.11.0 repo_name The name of the repository for which to list issues. This argument is required, either passed via the CLI, or defined in the configured profile. A ``repo_name`` passed as a CLI argument will override the repo_name defined in the configured profile, if provided. profile The name of the profile configuration to use. Defaults to ``github``. milestone The number of a GitHub milestone, or a string of either ``*`` or ``none``. If a number is passed, it should refer to a milestone by its number field. Use the ``github.get_milestone`` function to obtain a milestone's number. If the string ``*`` is passed, issues with any milestone are accepted. If the string ``none`` is passed, issues without milestones are returned. state Indicates the state of the issues to return. Can be either ``open``, ``closed``, or ``all``. Default is ``open``. assignee Can be the name of a user. Pass in ``none`` (as a string) for issues with no assigned user or ``*`` for issues assigned to any user. creator The user that created the issue. mentioned A user that's mentioned in the issue. labels A string of comma separated label names. For example, ``bug,ui,@high``. sort What to sort results by. Can be either ``created``, ``updated``, or ``comments``. Default is ``created``. direction The direction of the sort. Can be either ``asc`` or ``desc``. Default is ``desc``. since Only issues updated at or after this time are returned. This is a timestamp in ISO 8601 format: ``YYYY-MM-DDTHH:MM:SSZ``. output The amount of data returned by each issue. Defaults to ``min``. Change to ``full`` to see all issue output. per_page GitHub paginates data in their API calls. Use this value to increase or decrease the number of issues gathered from GitHub, per page. If not set, GitHub defaults are used. Maximum is 100. CLI Example: .. code-block:: bash salt myminion github.get_issues my-github-repo ''' org_name = _get_config_value(profile, 'org_name') if repo_name is None: repo_name = _get_config_value(profile, 'repo_name') action = '/'.join(['repos', org_name, repo_name]) args = {} if milestone: args['milestone'] = milestone if assignee: args['assignee'] = assignee if creator: args['creator'] = creator if mentioned: args['mentioned'] = mentioned if labels: args['labels'] = labels if since: args['since'] = since if per_page: args['per_page'] = per_page if state and state != 'open': args['state'] = state if sort and sort != 'created': args['sort'] = sort if direction and direction != 'desc': args['direction'] = direction ret = {} issues = _query(profile, action=action, command='issues', args=args) for issue in issues: if issue.get('pull_request'): continue issue_id = issue.get('id') if output == 'full': ret[issue_id] = issue else: ret[issue_id] = _format_issue(issue) return ret
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This argument is\n required, either passed via the CLI, or defined in the configured\n profile. A ``repo_name`` passed as a CLI argument will override the\n repo_name defined in the configured profile, if provided.\n profile\n The name of the profile configuration to use. Defaults to ``github``.\n state\n The state of the milestone. Either ``open``, ``closed``, or ``all``.\n Default is ``open``.\n sort\n What to sort results by. Either ``due_on`` or ``completeness``. Default\n is ``due_on``.\n direction\n The direction of the sort. Either ``asc`` or ``desc``. Default is ``asc``.\n output\n The amount of data returned by each issue. Defaults to ``min``. Change\n to ``full`` to see all issue output.\n per_page\n GitHub paginates data in their API calls. Use this value to increase or\n decrease the number of issues gathered from GitHub, per page. If not set,\n GitHub defaults are used.\n CLI Example:\n .. code-block:: bash\n salt myminion github.get_milestones\n '''"},{'id': '28', 'type': 'expression_statement', 'children': ['29']},{'id': '29', 'type': 'assignment', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'org_name'},{'id': '31', 'type': 'call', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': '_get_config_value'},{'id': '33', 'type': 'argument_list', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'profile'},{'id': '35', 'type': 'string', 'children': [], 'value': "'org_name'"},{'id': '36', 'type': 'if_statement', 'children': ['37', '40']},{'id': '37', 'type': 'comparison_operator', 'children': ['38', '39'], 'value': 'is'},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'repo_name'},{'id': '39', 'type': 'None', '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': 'repo_name'},{'id': '44', 'type': 'call', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': '_get_config_value'},{'id': '46', 'type': 'argument_list', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'profile'},{'id': '48', 'type': 'string', 'children': [], 'value': "'repo_name'"},{'id': '49', 'type': 'expression_statement', 'children': ['50']},{'id': '50', 'type': 'assignment', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'action'},{'id': '52', 'type': 'call', 'children': ['53', '56']},{'id': '53', 'type': 'attribute', 'children': ['54', '55']},{'id': '54', 'type': 'string', 'children': [], 'value': "'/'"},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '56', 'type': 'argument_list', 'children': ['57']},{'id': '57', 'type': 'list', 'children': ['58', '59', '60'], 'value': "['repos', org_name, repo_name]"},{'id': '58', 'type': 'string', 'children': [], 'value': "'repos'"},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'org_name'},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'repo_name'},{'id': '61', 'type': 'expression_statement', 'children': ['62']},{'id': '62', 'type': 'assignment', 'children': ['63', '64']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '64', 'type': 'dictionary', 'children': []},{'id': '65', 'type': 'if_statement', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'per_page'},{'id': '67', 'type': 'block', 'children': ['68']},{'id': '68', 'type': 'expression_statement', 'children': ['69']},{'id': '69', 'type': 'assignment', 'children': ['70', '73']},{'id': '70', 'type': 'subscript', 'children': ['71', '72']},{'id': '71', 'type': 'identifier', 'children': 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'type': 'boolean_operator', 'children': ['102', '103'], 'value': 'and'},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'direction'},{'id': '103', 'type': 'comparison_operator', 'children': ['104', '105'], 'value': '!='},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'direction'},{'id': '105', 'type': 'string', 'children': [], 'value': "'asc'"},{'id': '106', 'type': 'block', 'children': ['107']},{'id': '107', 'type': 'expression_statement', 'children': ['108']},{'id': '108', 'type': 'assignment', 'children': ['109', '112']},{'id': '109', 'type': 'subscript', 'children': ['110', '111']},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '111', 'type': 'string', 'children': [], 'value': "'direction'"},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'direction'},{'id': '113', 'type': 'expression_statement', 'children': ['114']},{'id': '114', 'type': 'assignment', 'children': ['115', '116']},{'id': '115', 'type': 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'180']},{'id': '159', 'type': 'expression_statement', 'children': ['160']},{'id': '160', 'type': 'call', 'children': ['161', '164']},{'id': '161', 'type': 'attribute', 'children': ['162', '163']},{'id': '162', 'type': 'identifier', 'children': [], 'value': 'milestone'},{'id': '163', 'type': 'identifier', 'children': [], 'value': 'pop'},{'id': '164', 'type': 'argument_list', 'children': ['165']},{'id': '165', 'type': 'string', 'children': [], 'value': "'creator'"},{'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': 'milestone'},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'pop'},{'id': '171', 'type': 'argument_list', 'children': ['172']},{'id': '172', 'type': 'string', 'children': [], 'value': "'html_url'"},{'id': '173', 'type': 'expression_statement', 'children': ['174']},{'id': '174', 'type': 'call', 'children': ['175', '178']},{'id': '175', 'type': 'attribute', 'children': ['176', '177']},{'id': '176', 'type': 'identifier', 'children': [], 'value': 'milestone'},{'id': '177', 'type': 'identifier', 'children': [], 'value': 'pop'},{'id': '178', 'type': 'argument_list', 'children': ['179']},{'id': '179', 'type': 'string', 'children': [], 'value': "'labels_url'"},{'id': '180', 'type': 'expression_statement', 'children': ['181']},{'id': '181', 'type': 'assignment', 'children': ['182', '185']},{'id': '182', 'type': 'subscript', 'children': ['183', '184']},{'id': '183', 'type': 'identifier', 'children': [], 'value': 'ret'},{'id': '184', 'type': 'identifier', 'children': [], 'value': 'milestone_id'},{'id': '185', 'type': 'identifier', 'children': [], 'value': 'milestone'},{'id': '186', 'type': 'return_statement', 'children': ['187']},{'id': '187', 'type': 'identifier', 'children': [], 'value': 'ret'}
def get_milestones(repo_name=None, profile='github', state='open', sort='due_on', direction='asc', output='min', per_page=None): ''' Return information about milestones for a given repository. .. versionadded:: 2016.11.0 repo_name The name of the repository for which to list issues. This argument is required, either passed via the CLI, or defined in the configured profile. A ``repo_name`` passed as a CLI argument will override the repo_name defined in the configured profile, if provided. profile The name of the profile configuration to use. Defaults to ``github``. state The state of the milestone. Either ``open``, ``closed``, or ``all``. Default is ``open``. sort What to sort results by. Either ``due_on`` or ``completeness``. Default is ``due_on``. direction The direction of the sort. Either ``asc`` or ``desc``. Default is ``asc``. output The amount of data returned by each issue. Defaults to ``min``. Change to ``full`` to see all issue output. per_page GitHub paginates data in their API calls. Use this value to increase or decrease the number of issues gathered from GitHub, per page. If not set, GitHub defaults are used. CLI Example: .. code-block:: bash salt myminion github.get_milestones ''' org_name = _get_config_value(profile, 'org_name') if repo_name is None: repo_name = _get_config_value(profile, 'repo_name') action = '/'.join(['repos', org_name, repo_name]) args = {} if per_page: args['per_page'] = per_page if state and state != 'open': args['state'] = state if sort and sort != 'due_on': args['sort'] = sort if direction and direction != 'asc': args['direction'] = direction ret = {} milestones = _query(profile, action=action, command='milestones', args=args) for milestone in milestones: milestone_id = milestone.get('id') if output == 'full': ret[milestone_id] = milestone else: milestone.pop('creator') milestone.pop('html_url') milestone.pop('labels_url') ret[milestone_id] = milestone return ret
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This\n argument is required, either passed via the CLI, or defined in the\n configured profile. A ``repo_name`` passed as a CLI argument will\n override the ``repo_name`` defined in the configured profile, if\n provided.\n profile\n The name of the profile configuration to use. Defaults to ``github``.\n state\n Indicates the state of the pull requests to return. Can be either\n ``open``, ``closed``, or ``all``. Default is ``open``.\n head\n Filter pull requests by head user and branch name in the format of\n ``user:ref-name``. Example: ``'github:new-script-format'``. Default\n is ``None``.\n base\n Filter pulls by base branch name. Example: ``gh-pages``. Default is\n ``None``.\n sort\n What to sort results by. Can be either ``created``, ``updated``,\n ``popularity`` (comment count), or ``long-running`` (age, filtering\n by pull requests updated within the last month). Default is ``created``.\n direction\n The direction of the sort. Can be either ``asc`` or ``desc``. Default\n is ``desc``.\n output\n The amount of data returned by each pull request. Defaults to ``min``.\n Change to ``full`` to see all pull request output.\n per_page\n GitHub paginates data in their API calls. Use this value to increase or\n decrease the number of pull requests gathered from GitHub, per page. If\n not set, GitHub defaults are used. Maximum is 100.\n CLI Example:\n .. code-block:: bash\n salt myminion github.get_prs\n salt myminion github.get_prs base=2016.11\n '''"},{'id': '34', 'type': 'expression_statement', 'children': ['35']},{'id': '35', 'type': 'assignment', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'org_name'},{'id': '37', 'type': 'call', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': '_get_config_value'},{'id': '39', 'type': 'argument_list', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'profile'},{'id': '41', 'type': 'string', 'children': [], 'value': "'org_name'"},{'id': '42', 'type': 'if_statement', 'children': ['43', '46']},{'id': '43', 'type': 'comparison_operator', 'children': ['44', '45'], 'value': 'is'},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'repo_name'},{'id': '45', 'type': 'None', 'children': []},{'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': 'repo_name'},{'id': '50', 'type': 'call', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': '_get_config_value'},{'id': '52', 'type': 'argument_list', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'profile'},{'id': '54', 'type': 'string', 'children': [], 'value': "'repo_name'"},{'id': '55', 'type': 'expression_statement', 'children': ['56']},{'id': '56', 'type': 'assignment', 'children': ['57', '58']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'action'},{'id': '58', 'type': 'call', 'children': ['59', '62']},{'id': '59', 'type': 'attribute', 'children': ['60', '61']},{'id': '60', 'type': 'string', 'children': [], 'value': "'/'"},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '62', 'type': 'argument_list', 'children': ['63']},{'id': '63', 'type': 'list', 'children': ['64', '65', '66'], 'value': "['repos', org_name, repo_name]"},{'id': '64', 'type': 'string', 'children': [], 'value': "'repos'"},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'org_name'},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'repo_name'},{'id': '67', 'type': 'expression_statement', 'children': ['68']},{'id': '68', 'type': 'assignment', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '70', 'type': 'dictionary', 'children': []},{'id': '71', 'type': 'if_statement', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'head'},{'id': '73', 'type': 'block', 'children': ['74']},{'id': '74', 'type': 'expression_statement', 'children': ['75']},{'id': '75', 'type': 'assignment', 'children': ['76', '79']},{'id': '76', 'type': 'subscript', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '78', 'type': 'string', 'children': [], 'value': "'head'"},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'head'},{'id': '80', 'type': 'if_statement', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'base'},{'id': '82', 'type': 'block', 'children': ['83']},{'id': '83', 'type': 'expression_statement', 'children': ['84']},{'id': '84', 'type': 'assignment', 'children': ['85', '88']},{'id': '85', 'type': 'subscript', 'children': ['86', '87']},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '87', 'type': 'string', 'children': [], 'value': "'base'"},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'base'},{'id': '89', 'type': 'if_statement', 'children': ['90', '91']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'per_page'},{'id': '91', 'type': 'block', 'children': ['92']},{'id': '92', 'type': 'expression_statement', 'children': ['93']},{'id': '93', 'type': 'assignment', 'children': ['94', '97']},{'id': '94', 'type': 'subscript', 'children': ['95', '96']},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '96', 'type': 'string', 'children': [], 'value': "'per_page'"},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'per_page'},{'id': '98', 'type': 'if_statement', 'children': ['99', '104']},{'id': '99', 'type': 'boolean_operator', 'children': ['100', '101'], 'value': 'and'},{'id': '100', 'type': 'identifier', 'children': [], 'value': 'state'},{'id': '101', 'type': 'comparison_operator', 'children': ['102', '103'], 'value': '!='},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'state'},{'id': '103', 'type': 'string', 'children': [], 'value': "'open'"},{'id': '104', 'type': 'block', 'children': ['105']},{'id': '105', 'type': 'expression_statement', 'children': ['106']},{'id': '106', 'type': 'assignment', 'children': ['107', '110']},{'id': '107', 'type': 'subscript', 'children': ['108', '109']},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '109', 'type': 'string', 'children': [], 'value': "'state'"},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'state'},{'id': '111', 'type': 'if_statement', 'children': ['112', '117']},{'id': '112', 'type': 'boolean_operator', 'children': ['113', '114'], 'value': 'and'},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '114', 'type': 'comparison_operator', 'children': ['115', '116'], 'value': '!='},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '116', 'type': 'string', 'children': [], 'value': "'created'"},{'id': '117', 'type': 'block', 'children': ['118']},{'id': '118', 'type': 'expression_statement', 'children': ['119']},{'id': '119', 'type': 'assignment', 'children': ['120', '123']},{'id': '120', 'type': 'subscript', 'children': ['121', '122']},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '122', 'type': 'string', 'children': [], 'value': "'sort'"},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '124', 'type': 'if_statement', 'children': ['125', '130']},{'id': '125', 'type': 'boolean_operator', 'children': ['126', '127'], 'value': 'and'},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'direction'},{'id': '127', 'type': 'comparison_operator', 'children': ['128', '129'], 'value': '!='},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'direction'},{'id': '129', 'type': 'string', 'children': [], 'value': "'desc'"},{'id': '130', 'type': 'block', 'children': ['131']},{'id': '131', 'type': 'expression_statement', 'children': ['132']},{'id': '132', 'type': 'assignment', 'children': ['133', '136']},{'id': '133', 'type': 'subscript', 'children': ['134', '135']},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '135', 'type': 'string', 'children': [], 'value': "'direction'"},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'direction'},{'id': '137', 'type': 'expression_statement', 'children': ['138']},{'id': '138', 'type': 'assignment', 'children': ['139', '140']},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'ret'},{'id': '140', 'type': 'dictionary', 'children': []},{'id': '141', 'type': 'expression_statement', 'children': ['142']},{'id': '142', 'type': 'assignment', 'children': ['143', '144']},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'prs'},{'id': '144', 'type': 'call', 'children': ['145', '146']},{'id': '145', 'type': 'identifier', 'children': [], 'value': '_query'},{'id': '146', 'type': 'argument_list', 'children': ['147', '148', '151', '154']},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'profile'},{'id': '148', 'type': 'keyword_argument', 'children': ['149', '150']},{'id': '149', 'type': 'identifier', 'children': [], 'value': 'action'},{'id': '150', 'type': 'identifier', 'children': [], 'value': 'action'},{'id': '151', 'type': 'keyword_argument', 'children': ['152', '153']},{'id': '152', 'type': 'identifier', 'children': [], 'value': 'command'},{'id': '153', 'type': 'string', 'children': [], 'value': "'pulls'"},{'id': '154', 'type': 'keyword_argument', 'children': ['155', '156']},{'id': '155', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '156', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '157', 'type': 'for_statement', 'children': ['158', '159', '160']},{'id': '158', 'type': 'identifier', 'children': [], 'value': 'pr_'},{'id': '159', 'type': 'identifier', 'children': [], 'value': 'prs'},{'id': '160', 'type': 'block', 'children': ['161', '170']},{'id': '161', 'type': 'expression_statement', 'children': ['162']},{'id': '162', 'type': 'assignment', 'children': ['163', '164']},{'id': '163', 'type': 'identifier', 'children': [], 'value': 'pr_id'},{'id': '164', 'type': 'call', 'children': ['165', '168']},{'id': '165', 'type': 'attribute', 'children': ['166', '167']},{'id': '166', 'type': 'identifier', 'children': [], 'value': 'pr_'},{'id': '167', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '168', 'type': 'argument_list', 'children': ['169']},{'id': '169', 'type': 'string', 'children': [], 'value': "'id'"},{'id': '170', 'type': 'if_statement', 'children': ['171', '174', '181']},{'id': '171', 'type': 'comparison_operator', 'children': ['172', '173'], 'value': '=='},{'id': '172', 'type': 'identifier', 'children': [], 'value': 'output'},{'id': '173', 'type': 'string', 'children': [], 'value': "'full'"},{'id': '174', 'type': 'block', 'children': ['175']},{'id': '175', 'type': 'expression_statement', 'children': ['176']},{'id': '176', 'type': 'assignment', 'children': ['177', '180']},{'id': '177', 'type': 'subscript', 'children': ['178', '179']},{'id': '178', 'type': 'identifier', 'children': [], 'value': 'ret'},{'id': '179', 'type': 'identifier', 'children': [], 'value': 'pr_id'},{'id': '180', 'type': 'identifier', 'children': [], 'value': 'pr_'},{'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', '188']},{'id': '185', 'type': 'subscript', 'children': ['186', '187']},{'id': '186', 'type': 'identifier', 'children': [], 'value': 'ret'},{'id': '187', 'type': 'identifier', 'children': [], 'value': 'pr_id'},{'id': '188', 'type': 'call', 'children': ['189', '190']},{'id': '189', 'type': 'identifier', 'children': [], 'value': '_format_pr'},{'id': '190', 'type': 'argument_list', 'children': ['191']},{'id': '191', 'type': 'identifier', 'children': [], 'value': 'pr_'},{'id': '192', 'type': 'return_statement', 'children': ['193']},{'id': '193', 'type': 'identifier', 'children': [], 'value': 'ret'}
def get_prs(repo_name=None, profile='github', state='open', head=None, base=None, sort='created', direction='desc', output='min', per_page=None): ''' Returns information for all pull requests in a given repository, based on the search options provided. .. versionadded:: 2017.7.0 repo_name The name of the repository for which to list pull requests. This argument is required, either passed via the CLI, or defined in the configured profile. A ``repo_name`` passed as a CLI argument will override the ``repo_name`` defined in the configured profile, if provided. profile The name of the profile configuration to use. Defaults to ``github``. state Indicates the state of the pull requests to return. Can be either ``open``, ``closed``, or ``all``. Default is ``open``. head Filter pull requests by head user and branch name in the format of ``user:ref-name``. Example: ``'github:new-script-format'``. Default is ``None``. base Filter pulls by base branch name. Example: ``gh-pages``. Default is ``None``. sort What to sort results by. Can be either ``created``, ``updated``, ``popularity`` (comment count), or ``long-running`` (age, filtering by pull requests updated within the last month). Default is ``created``. direction The direction of the sort. Can be either ``asc`` or ``desc``. Default is ``desc``. output The amount of data returned by each pull request. Defaults to ``min``. Change to ``full`` to see all pull request output. per_page GitHub paginates data in their API calls. Use this value to increase or decrease the number of pull requests gathered from GitHub, per page. If not set, GitHub defaults are used. Maximum is 100. CLI Example: .. code-block:: bash salt myminion github.get_prs salt myminion github.get_prs base=2016.11 ''' org_name = _get_config_value(profile, 'org_name') if repo_name is None: repo_name = _get_config_value(profile, 'repo_name') action = '/'.join(['repos', org_name, repo_name]) args = {} if head: args['head'] = head if base: args['base'] = base if per_page: args['per_page'] = per_page if state and state != 'open': args['state'] = state if sort and sort != 'created': args['sort'] = sort if direction and direction != 'desc': args['direction'] = direction ret = {} prs = _query(profile, action=action, command='pulls', args=args) for pr_ in prs: pr_id = pr_.get('id') if output == 'full': ret[pr_id] = pr_ else: ret[pr_id] = _format_pr(pr_) return ret
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_diff_lists'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'old'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'new'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'comparator'},{'id': '7', 'type': 'block', 'children': ['8', '10', '48', '64', '73', '151', '157']},{'id': '8', 'type': 'expression_statement', 'children': ['9']},{'id': '9', 'type': 'string', 'children': [], 'value': "'''\n Compare lists to extract the changes\n :param old: old list\n :param new: new list\n :return: a dictionary with ``unchanged``, ``new``, ``deleted`` and ``sorted`` keys\n The sorted list is the union of unchanged and new lists, but keeping the original\n order from the new list.\n '''"},{'id': '10', 'type': 'function_definition', 'children': ['11', '12', '14']},{'id': '11', 'type': 'function_name', 'children': [], 'value': '_remove_indent'},{'id': '12', 'type': 'parameters', 'children': ['13']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '14', 'type': 'block', 'children': ['15', '17', '26', '32', '46']},{'id': '15', 'type': 'expression_statement', 'children': ['16']},{'id': '16', 'type': 'string', 'children': [], 'value': "'''\n Remove the XML indentation to compare XML trees more easily\n '''"},{'id': '17', 'type': 'expression_statement', 'children': ['18']},{'id': '18', 'type': 'assignment', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'node_copy'},{'id': '20', 'type': 'call', 'children': ['21', '24']},{'id': '21', 'type': 'attribute', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'copy'},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'deepcopy'},{'id': '24', 'type': 'argument_list', 'children': ['25']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '26', 'type': 'expression_statement', 'children': ['27']},{'id': '27', 'type': 'assignment', 'children': ['28', '31']},{'id': '28', 'type': 'attribute', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'node_copy'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'text'},{'id': '31', 'type': 'None', 'children': []},{'id': '32', 'type': 'for_statement', 'children': ['33', '34', '39']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'item'},{'id': '34', 'type': 'call', 'children': ['35', '38']},{'id': '35', 'type': 'attribute', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'node_copy'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'iter'},{'id': '38', 'type': 'argument_list', 'children': []},{'id': '39', 'type': 'block', 'children': ['40']},{'id': '40', 'type': 'expression_statement', 'children': ['41']},{'id': '41', 'type': 'assignment', 'children': ['42', '45']},{'id': '42', 'type': 'attribute', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'item'},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'tail'},{'id': '45', 'type': 'None', 'children': []},{'id': '46', 'type': 'return_statement', 'children': ['47']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'node_copy'},{'id': '48', 'type': 'expression_statement', 'children': ['49']},{'id': '49', 'type': 'assignment', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'diff'},{'id': '51', 'type': 'dictionary', 'children': ['52', '55', '58', '61']},{'id': '52', 'type': 'pair', 'children': ['53', '54']},{'id': '53', 'type': 'string', 'children': [], 'value': "'unchanged'"},{'id': '54', 'type': 'list', 'children': [], 'value': '[]'},{'id': '55', 'type': 'pair', 'children': ['56', '57']},{'id': '56', 'type': 'string', 'children': [], 'value': "'new'"},{'id': '57', 'type': 'list', 'children': [], 'value': '[]'},{'id': '58', 'type': 'pair', 'children': ['59', '60']},{'id': '59', 'type': 'string', 'children': [], 'value': "'deleted'"},{'id': '60', 'type': 'list', 'children': [], 'value': '[]'},{'id': '61', 'type': 'pair', 'children': ['62', '63']},{'id': '62', 'type': 'string', 'children': [], 'value': "'sorted'"},{'id': '63', 'type': 'list', 'children': [], 'value': '[]'},{'id': '64', 'type': 'expression_statement', 'children': ['65']},{'id': '65', 'type': 'assignment', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'old_devices'},{'id': '67', 'type': 'call', 'children': ['68', '71']},{'id': '68', 'type': 'attribute', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'copy'},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'deepcopy'},{'id': '71', 'type': 'argument_list', 'children': ['72']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'old'},{'id': '73', 'type': 'for_statement', 'children': ['74', '75', '76']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'new_item'},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'new'},{'id': '76', 'type': 'block', 'children': ['77', '97']},{'id': '77', 'type': 'expression_statement', 'children': ['78']},{'id': '78', 'type': 'assignment', 'children': ['79', '80']},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'found'},{'id': '80', 'type': 'list_comprehension', 'children': ['81', '82', '85']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'item'},{'id': '82', 'type': 'for_in_clause', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'item'},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'old_devices'},{'id': '85', 'type': 'if_clause', 'children': ['86']},{'id': '86', 'type': 'call', 'children': ['87', '88']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'comparator'},{'id': '88', 'type': 'argument_list', 'children': ['89', '93']},{'id': '89', 'type': 'call', 'children': ['90', '91']},{'id': '90', 'type': 'identifier', 'children': [], 'value': '_remove_indent'},{'id': '91', 'type': 'argument_list', 'children': ['92']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'item'},{'id': '93', 'type': 'call', 'children': ['94', '95']},{'id': '94', 'type': 'identifier', 'children': [], 'value': '_remove_indent'},{'id': '95', 'type': 'argument_list', 'children': ['96']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'new_item'},{'id': '97', 'type': 'if_statement', 'children': ['98', '99', '131']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'found'},{'id': '99', 'type': 'block', 'children': ['100', '109', '120']},{'id': '100', 'type': 'expression_statement', 'children': ['101']},{'id': '101', 'type': 'call', 'children': ['102', '105']},{'id': '102', 'type': 'attribute', 'children': ['103', '104']},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'old_devices'},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'remove'},{'id': '105', 'type': 'argument_list', 'children': ['106']},{'id': '106', 'type': 'subscript', 'children': ['107', '108']},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'found'},{'id': '108', 'type': 'integer', 'children': [], 'value': '0'},{'id': '109', 'type': 'expression_statement', 'children': ['110']},{'id': '110', 'type': 'call', 'children': ['111', '116']},{'id': '111', 'type': 'attribute', 'children': ['112', '115']},{'id': '112', 'type': 'subscript', 'children': ['113', '114']},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'diff'},{'id': '114', 'type': 'string', 'children': [], 'value': "'unchanged'"},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '116', 'type': 'argument_list', 'children': ['117']},{'id': '117', 'type': 'subscript', 'children': ['118', '119']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'found'},{'id': '119', 'type': 'integer', 'children': [], 'value': '0'},{'id': '120', 'type': 'expression_statement', 'children': ['121']},{'id': '121', 'type': 'call', 'children': ['122', '127']},{'id': '122', 'type': 'attribute', 'children': ['123', '126']},{'id': '123', 'type': 'subscript', 'children': ['124', '125']},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'diff'},{'id': '125', 'type': 'string', 'children': [], 'value': "'sorted'"},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '127', 'type': 'argument_list', 'children': ['128']},{'id': '128', 'type': 'subscript', 'children': ['129', '130']},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'found'},{'id': '130', 'type': 'integer', 'children': [], 'value': '0'},{'id': '131', 'type': 'else_clause', 'children': ['132']},{'id': '132', 'type': 'block', 'children': ['133', '142']},{'id': '133', 'type': 'expression_statement', 'children': ['134']},{'id': '134', 'type': 'call', 'children': ['135', '140']},{'id': '135', 'type': 'attribute', 'children': ['136', '139']},{'id': '136', 'type': 'subscript', 'children': ['137', '138']},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'diff'},{'id': '138', 'type': 'string', 'children': [], 'value': "'new'"},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '140', 'type': 'argument_list', 'children': ['141']},{'id': '141', 'type': 'identifier', 'children': [], 'value': 'new_item'},{'id': '142', 'type': 'expression_statement', 'children': ['143']},{'id': '143', 'type': 'call', 'children': ['144', '149']},{'id': '144', 'type': 'attribute', 'children': ['145', '148']},{'id': '145', 'type': 'subscript', 'children': ['146', '147']},{'id': '146', 'type': 'identifier', 'children': [], 'value': 'diff'},{'id': '147', 'type': 'string', 'children': [], 'value': "'sorted'"},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '149', 'type': 'argument_list', 'children': ['150']},{'id': '150', 'type': 'identifier', 'children': [], 'value': 'new_item'},{'id': '151', 'type': 'expression_statement', 'children': ['152']},{'id': '152', 'type': 'assignment', 'children': ['153', '156']},{'id': '153', 'type': 'subscript', 'children': ['154', '155']},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'diff'},{'id': '155', 'type': 'string', 'children': [], 'value': "'deleted'"},{'id': '156', 'type': 'identifier', 'children': [], 'value': 'old_devices'},{'id': '157', 'type': 'return_statement', 'children': ['158']},{'id': '158', 'type': 'identifier', 'children': [], 'value': 'diff'}
def _diff_lists(old, new, comparator): ''' Compare lists to extract the changes :param old: old list :param new: new list :return: a dictionary with ``unchanged``, ``new``, ``deleted`` and ``sorted`` keys The sorted list is the union of unchanged and new lists, but keeping the original order from the new list. ''' def _remove_indent(node): ''' Remove the XML indentation to compare XML trees more easily ''' node_copy = copy.deepcopy(node) node_copy.text = None for item in node_copy.iter(): item.tail = None return node_copy diff = {'unchanged': [], 'new': [], 'deleted': [], 'sorted': []} old_devices = copy.deepcopy(old) for new_item in new: found = [item for item in old_devices if comparator(_remove_indent(item), _remove_indent(new_item))] if found: old_devices.remove(found[0]) diff['unchanged'].append(found[0]) diff['sorted'].append(found[0]) else: diff['new'].append(new_item) diff['sorted'].append(new_item) diff['deleted'] = old_devices return diff
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_job_sorting_key'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'job'},{'id': '6', 'type': 'block', 'children': ['7', '16', '20', '31']},{'id': '7', 'type': 'if_statement', 'children': ['8', '13']},{'id': '8', 'type': 'comparison_operator', 'children': ['9', '12'], 'value': 'is'},{'id': '9', 'type': 'attribute', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '11', 'type': 'identifier', 'children': [], 'value': '_base_graph'},{'id': '12', 'type': 'None', 'children': []},{'id': '13', 'type': 'block', 'children': ['14']},{'id': '14', 'type': 'return_statement', 'children': ['15']},{'id': '15', 'type': 'integer', 'children': [], 'value': '0'},{'id': '16', 'type': 'expression_statement', 'children': ['17']},{'id': '17', 'type': 'assignment', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'MAX_JOBS'},{'id': '19', 'type': 'integer', 'children': [], 'value': '1000000'},{'id': '20', 'type': 'if_statement', 'children': ['21', '28']},{'id': '21', 'type': 'comparison_operator', 'children': ['22', '25'], 'value': 'not'},{'id': '22', 'type': 'attribute', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'job'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'addr'},{'id': '25', 'type': 'attribute', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '27', 'type': 'identifier', 'children': [], 'value': '_node_addr_visiting_order'},{'id': '28', 'type': 'block', 'children': ['29']},{'id': '29', 'type': 'return_statement', 'children': ['30']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'MAX_JOBS'},{'id': '31', 'type': 'return_statement', 'children': ['32']},{'id': '32', 'type': 'call', 'children': ['33', '38']},{'id': '33', 'type': 'attribute', 'children': ['34', '37']},{'id': '34', 'type': 'attribute', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '36', 'type': 'identifier', 'children': [], 'value': '_node_addr_visiting_order'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '38', 'type': 'argument_list', 'children': ['39']},{'id': '39', 'type': 'attribute', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'job'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'addr'}
def _job_sorting_key(self, job): if self._base_graph is None: return 0 MAX_JOBS = 1000000 if job.addr not in self._node_addr_visiting_order: return MAX_JOBS return self._node_addr_visiting_order.index(job.addr)
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def instruction_addresses(self): addrs = [ ] for b in sorted(self.blocks, key=lambda x: x.addr): addrs.extend(b.instruction_addresses()) return sorted(set(addrs), key=lambda x: x[0])
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def desymbolize(self): self.sort = 'unknown' content = self.binary.fast_memory_load(self.addr, self.size, bytes) self.content = [ content ]
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '14']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'append_data'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '8', '11']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'initial_content'},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'size'},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'readonly'},{'id': '10', 'type': 'False', 'children': []},{'id': '11', 'type': 'default_parameter', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '13', 'type': 'string', 'children': [], 'value': '"unknown"'},{'id': '14', 'type': 'block', 'children': ['15', '28', 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'is'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'initial_content'},{'id': '31', 'type': 'None', 'children': []},{'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': 'initial_content'},{'id': '36', 'type': 'string', 'children': [], 'value': 'b""'},{'id': '37', 'type': 'expression_statement', 'children': ['38']},{'id': '38', 'type': 'assignment', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'initial_content'},{'id': '40', 'type': 'call', 'children': ['41', '44']},{'id': '41', 'type': 'attribute', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'initial_content'},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'ljust'},{'id': '44', 'type': 'argument_list', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'size'},{'id': '46', 'type': 'string', 'children': [], 'value': 'b"\\x00"'},{'id': '47', 'type': 'expression_statement', 'children': ['48']},{'id': '48', 'type': 'assignment', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '50', 'type': 'call', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'Data'},{'id': '52', 'type': 'argument_list', 'children': ['53', '54', '57', '60', '63', '66', '69']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '54', 'type': 'keyword_argument', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'memory_data'},{'id': '56', 'type': 'None', 'children': []},{'id': '57', 'type': 'keyword_argument', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'section_name'},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'section_name'},{'id': '60', 'type': 'keyword_argument', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '63', 'type': 'keyword_argument', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'initial_content'},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'initial_content'},{'id': '66', 'type': 'keyword_argument', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'size'},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'size'},{'id': '69', 'type': 'keyword_argument', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '72', 'type': 'if_statement', 'children': ['73', '76', '86']},{'id': '73', 'type': 'comparison_operator', 'children': ['74', '75'], 'value': '=='},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'section_name'},{'id': '75', 'type': 'string', 'children': [], 'value': "'.rodata'"},{'id': '76', 'type': 'block', 'children': ['77']},{'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': 'self'},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'extra_rodata'},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '84', 'type': 'argument_list', 'children': ['85']},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '86', 'type': 'else_clause', 'children': ['87']},{'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': 'attribute', 'children': ['92', '93']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'extra_data'},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '95', 'type': 'argument_list', 'children': ['96']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'data'}
def append_data(self, name, initial_content, size, readonly=False, sort="unknown"): if readonly: section_name = ".rodata" else: section_name = '.data' if initial_content is None: initial_content = b"" initial_content = initial_content.ljust(size, b"\x00") data = Data(self, memory_data=None, section_name=section_name, name=name, initial_content=initial_content, size=size, sort=sort ) if section_name == '.rodata': self.extra_rodata.append(data) else: self.extra_data.append(data)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'pop_job'},{'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': 'returning'},{'id': '7', 'type': 'True', 'children': []},{'id': '8', 'type': 'block', 'children': ['9', '15', '38', '66']},{'id': '9', 'type': 'if_statement', 'children': ['10', '12']},{'id': '10', 'type': 'not_operator', 'children': ['11']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '12', 'type': 'block', 'children': ['13']},{'id': '13', 'type': 'return_statement', 'children': ['14']},{'id': '14', 'type': 'None', 'children': []},{'id': '15', 'type': 'if_statement', 'children': ['16', '18']},{'id': '16', 'type': 'not_operator', 'children': ['17']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'returning'},{'id': '18', 'type': 'block', 'children': ['19']},{'id': '19', 'type': 'return_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': '_pop_job'},{'id': '24', 'type': 'argument_list', 'children': ['25']},{'id': '25', 'type': 'call', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'next'},{'id': '27', 'type': 'argument_list', 'children': ['28']},{'id': '28', 'type': 'call', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'reversed'},{'id': '30', 'type': 'argument_list', 'children': ['31']},{'id': '31', 'type': 'call', 'children': ['32', '37']},{'id': '32', 'type': 'attribute', 'children': ['33', '36']},{'id': '33', 'type': 'attribute', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '35', 'type': 'identifier', 'children': [], 'value': '_jobs'},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '37', 'type': 'argument_list', 'children': []},{'id': '38', 'type': 'for_statement', 'children': ['39', '40', '50']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'func_addr'},{'id': '40', 'type': 'call', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'reversed'},{'id': '42', 'type': 'argument_list', 'children': ['43']},{'id': '43', 'type': 'call', 'children': ['44', '49']},{'id': '44', 'type': 'attribute', 'children': ['45', '48']},{'id': '45', 'type': 'attribute', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '47', 'type': 'identifier', 'children': [], 'value': '_jobs'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '49', 'type': 'argument_list', 'children': []},{'id': '50', 'type': 'block', 'children': ['51', '59']},{'id': '51', 'type': 'if_statement', 'children': ['52', '57']},{'id': '52', 'type': 'comparison_operator', 'children': ['53', '54'], 'value': 'not'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'func_addr'},{'id': '54', 'type': 'attribute', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '56', 'type': 'identifier', 'children': [], 'value': '_returning_functions'},{'id': '57', 'type': 'block', 'children': ['58']},{'id': '58', 'type': 'continue_statement', 'children': []},{'id': '59', 'type': 'return_statement', 'children': ['60']},{'id': '60', 'type': 'call', 'children': ['61', '64']},{'id': '61', 'type': 'attribute', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '63', 'type': 'identifier', 'children': [], 'value': '_pop_job'},{'id': '64', 'type': 'argument_list', 'children': ['65']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'func_addr'},{'id': '66', 'type': 'return_statement', 'children': ['67']},{'id': '67', 'type': 'None', 'children': []}
def pop_job(self, returning=True): if not self: return None if not returning: return self._pop_job(next(reversed(self._jobs.keys()))) for func_addr in reversed(self._jobs.keys()): if func_addr not in self._returning_functions: continue return self._pop_job(func_addr) return None
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_get_min_addr'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'block', 'children': ['6', '32']},{'id': '6', 'type': 'if_statement', 'children': ['7', '11']},{'id': '7', 'type': 'not_operator', 'children': ['8']},{'id': '8', 'type': 'attribute', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '10', 'type': 'identifier', 'children': [], 'value': '_regions'},{'id': '11', 'type': 'block', 'children': ['12', '30']},{'id': '12', 'type': 'if_statement', 'children': ['13', '22']},{'id': '13', 'type': 'comparison_operator', 'children': ['14', '21'], 'value': '!='},{'id': '14', 'type': 'attribute', 'children': ['15', '20']},{'id': '15', 'type': 'attribute', 'children': ['16', '19']},{'id': '16', 'type': 'attribute', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'project'},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'arch'},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '21', 'type': 'string', 'children': [], 'value': '"Soot"'},{'id': '22', 'type': 'block', 'children': ['23']},{'id': '23', 'type': 'expression_statement', 'children': ['24']},{'id': '24', 'type': 'call', 'children': ['25', '28']},{'id': '25', 'type': 'attribute', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'l'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'error'},{'id': '28', 'type': 'argument_list', 'children': ['29']},{'id': '29', 'type': 'string', 'children': [], 'value': '"self._regions is empty or not properly set."'},{'id': '30', 'type': 'return_statement', 'children': ['31']},{'id': '31', 'type': 'None', 'children': []},{'id': '32', 'type': 'return_statement', 'children': ['33']},{'id': '33', 'type': 'call', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'next'},{'id': '35', 'type': 'argument_list', 'children': ['36']},{'id': '36', 'type': 'call', 'children': ['37', '42']},{'id': '37', 'type': 'attribute', 'children': ['38', '41']},{'id': '38', 'type': 'attribute', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '40', 'type': 'identifier', 'children': [], 'value': '_regions'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'irange'},{'id': '42', 'type': 'argument_list', 'children': []}
def _get_min_addr(self): if not self._regions: if self.project.arch.name != "Soot": l.error("self._regions is empty or not properly set.") return None return next(self._regions.irange())
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_job_sorting_key'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'job'},{'id': '6', 'type': 'block', 'children': ['7', '11', '37', '63', '102']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'MAX_BLOCKS_PER_FUNCTION'},{'id': '10', 'type': 'integer', 'children': [], 'value': '1000000'},{'id': '11', 'type': 'expression_statement', 'children': ['12']},{'id': '12', 'type': 'assignment', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'task_functions'},{'id': '14', 'type': 'call', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '16', 'type': 'argument_list', 'children': ['17']},{'id': '17', 'type': 'call', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'reversed'},{'id': '19', 'type': 'argument_list', 'children': ['20']},{'id': '20', 'type': 'call', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '22', 'type': 'generator_expression', 'children': ['23', '26', '31']},{'id': '23', 'type': 'attribute', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'task'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'function_address'},{'id': '26', 'type': 'for_in_clause', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'task'},{'id': '28', 'type': 'attribute', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '30', 'type': 'identifier', 'children': [], 'value': '_task_stack'},{'id': '31', 'type': 'if_clause', 'children': ['32']},{'id': '32', 'type': 'call', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '34', 'type': 'argument_list', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'task'},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'FunctionAnalysis'},{'id': '37', 'type': 'try_statement', 'children': ['38', '50']},{'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': 'function_pos'},{'id': '42', 'type': 'call', 'children': ['43', '46']},{'id': '43', 'type': 'attribute', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'task_functions'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '46', 'type': 'argument_list', 'children': ['47']},{'id': '47', 'type': 'attribute', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'job'},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'func_addr'},{'id': '50', 'type': 'except_clause', 'children': ['51', '52', '62']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '52', 'type': 'ERROR', 'children': ['53', '56', '58', '61']},{'id': '53', 'type': 'attribute', 'children': ['54', '55']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'l'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'warning'},{'id': '56', 'type': 'ERROR', 'children': ['57']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'Function'},{'id': '58', 'type': 'binary_operator', 'children': ['59', '60'], 'value': '%'},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'address'},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'return'},{'id': '61', 'type': 'integer', 'children': [], 'value': '0'},{'id': '62', 'type': 'block', 'children': [], 'value': ''},{'id': '63', 'type': 'try_statement', 'children': ['64', '83']},{'id': '64', 'type': 'block', 'children': ['65']},{'id': '65', 'type': 'expression_statement', 'children': ['66']},{'id': '66', 'type': 'assignment', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'block_in_function_pos'},{'id': '68', 'type': 'call', 'children': ['69', '79']},{'id': '69', 'type': 'attribute', 'children': ['70', '78']},{'id': '70', 'type': 'call', 'children': ['71', '74']},{'id': '71', 'type': 'attribute', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '73', 'type': 'identifier', 'children': [], 'value': '_ordered_node_addrs'},{'id': '74', 'type': 'argument_list', 'children': ['75']},{'id': '75', 'type': 'attribute', 'children': ['76', '77']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'job'},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'func_addr'},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '79', 'type': 'argument_list', 'children': ['80']},{'id': '80', 'type': 'attribute', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'job'},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'addr'},{'id': '83', 'type': 'except_clause', 'children': ['84', '85']},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '85', 'type': 'block', 'children': ['86']},{'id': '86', 'type': 'expression_statement', 'children': ['87']},{'id': '87', 'type': 'assignment', 'children': ['88', '89']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'block_in_function_pos'},{'id': '89', 'type': 'call', 'children': ['90', '91']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'min'},{'id': '91', 'type': 'argument_list', 'children': ['92', '99']},{'id': '92', 'type': 'binary_operator', 'children': ['93', '96'], 'value': '-'},{'id': '93', 'type': 'attribute', 'children': ['94', '95']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'job'},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'addr'},{'id': '96', 'type': 'attribute', 'children': ['97', '98']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'job'},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'func_addr'},{'id': '99', 'type': 'binary_operator', 'children': ['100', '101'], 'value': '-'},{'id': '100', 'type': 'identifier', 'children': [], 'value': 'MAX_BLOCKS_PER_FUNCTION'},{'id': '101', 'type': 'integer', 'children': [], 'value': '1'},{'id': '102', 'type': 'return_statement', 'children': ['103']},{'id': '103', 'type': 'binary_operator', 'children': ['104', '105'], 'value': '+'},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'block_in_function_pos'},{'id': '105', 'type': 'binary_operator', 'children': ['106', '107'], 'value': '*'},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'MAX_BLOCKS_PER_FUNCTION'},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'function_pos'}
def _job_sorting_key(self, job): MAX_BLOCKS_PER_FUNCTION = 1000000 task_functions = list(reversed( list(task.function_address for task in self._task_stack if isinstance(task, FunctionAnalysis)) )) try: function_pos = task_functions.index(job.func_addr) except ValueError: l.warning('Function address % return 0 try: block_in_function_pos = self._ordered_node_addrs(job.func_addr).index(job.addr) except ValueError: block_in_function_pos = min(job.addr - job.func_addr, MAX_BLOCKS_PER_FUNCTION - 1) return block_in_function_pos + MAX_BLOCKS_PER_FUNCTION * function_pos
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def _merge_points(self, function_address): try: new_function = self.kb.functions[function_address] except KeyError: return [ ] if function_address not in self._function_merge_points: ordered_merge_points = CFGUtils.find_merge_points(function_address, new_function.endpoints, new_function.graph) self._function_merge_points[function_address] = ordered_merge_points return self._function_merge_points[function_address]
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def _widening_points(self, function_address): try: new_function = self.kb.functions[function_address] except KeyError: return [ ] if function_address not in self._function_widening_points: if not new_function.normalized: new_function.normalize() widening_points = CFGUtils.find_widening_points(function_address, new_function.endpoints, new_function.graph) self._function_widening_points[function_address] = widening_points return self._function_widening_points[function_address]
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def get_variables(self, sort=None, collapse_same_ident=False): variables = [ ] if collapse_same_ident: raise NotImplementedError() for var in self._variables: if sort == 'stack' and not isinstance(var, SimStackVariable): continue if sort == 'reg' and not isinstance(var, SimRegisterVariable): continue variables.append(var) return variables
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def find_merge_points(function_addr, function_endpoints, graph): merge_points = set() for node in graph.nodes(): if graph.in_degree(node) > 1: merge_points.add(node) ordered_merge_points = CFGUtils.quasi_topological_sort_nodes(graph, merge_points) addrs = [n.addr for n in ordered_merge_points] return addrs
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def reverse_post_order_sort_nodes(graph, nodes=None): post_order = networkx.dfs_postorder_nodes(graph) if nodes is None: return reversed(list(post_order)) addrs_to_index = {} for i, n in enumerate(post_order): addrs_to_index[n.addr] = i return sorted(nodes, key=lambda n: addrs_to_index[n.addr], reverse=True)
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'children': [], 'value': 'split'},{'id': '138', 'type': 'expression_statement', 'children': ['139']},{'id': '139', 'type': 'call', 'children': ['140', '143']},{'id': '140', 'type': 'attribute', 'children': ['141', '142']},{'id': '141', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '142', 'type': 'identifier', 'children': [], 'value': '_clear_states'},{'id': '143', 'type': 'argument_list', 'children': ['144']},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'from_stash'},{'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': 'self'},{'id': '149', 'type': 'identifier', 'children': [], 'value': '_store_states'},{'id': '150', 'type': 'argument_list', 'children': ['151', '152']},{'id': '151', 'type': 'identifier', 'children': [], 'value': 'from_stash'},{'id': '152', 'type': 'identifier', 'children': [], 'value': 'keep'},{'id': '153', 'type': 'expression_statement', 'children': ['154']},{'id': '154', 'type': 'call', 'children': ['155', '158']},{'id': '155', 'type': 'attribute', 'children': ['156', '157']},{'id': '156', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '157', 'type': 'identifier', 'children': [], 'value': '_store_states'},{'id': '158', 'type': 'argument_list', 'children': ['159', '160']},{'id': '159', 'type': 'identifier', 'children': [], 'value': 'to_stash'},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'split'},{'id': '161', 'type': 'return_statement', 'children': ['162']},{'id': '162', 'type': 'identifier', 'children': [], 'value': 'self'}
def split(self, stash_splitter=None, stash_ranker=None, state_ranker=None, limit=8, from_stash='active', to_stash='stashed'): states = self._fetch_states(stash=from_stash) if stash_splitter is not None: keep, split = stash_splitter(states) elif stash_ranker is not None: ranked_paths = stash_ranker(states) keep, split = ranked_paths[:limit], ranked_paths[limit:] elif state_ranker is not None: ranked_paths = sorted(states, key=state_ranker) keep, split = ranked_paths[:limit], ranked_paths[limit:] else: keep, split = states[:limit], states[limit:] keep, split = map(list, (keep, split)) self._clear_states(from_stash) self._store_states(from_stash, keep) self._store_states(to_stash, split) return self
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['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'binaries'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'objects'},{'id': '33', 'type': 'expression_statement', 'children': ['34']},{'id': '34', 'type': 'assignment', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'memory_regions'},{'id': '36', 'type': 'list', 'children': [], 'value': '[ ]'},{'id': '37', 'type': 'for_statement', 'children': ['38', '39', '40']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'b'},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'binaries'},{'id': '40', 'type': 'block', 'children': ['41']},{'id': '41', 'type': 'if_statement', 'children': ['42', '47', '114', '149', '195', '219', '229']},{'id': '42', 'type': 'call', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '44', 'type': 'argument_list', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'b'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'ELF'},{'id': '47', 'type': 'block', 'children': ['48']},{'id': '48', 'type': 'if_statement', 'children': ['49', '55', '84']},{'id': '49', 'type': 'boolean_operator', 'children': ['50', '52'], 'value': 'and'},{'id': '50', 'type': 'not_operator', 'children': ['51']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'force_segment'},{'id': '52', 'type': 'attribute', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'b'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'sections'},{'id': '55', 'type': 'block', 'children': ['56']},{'id': '56', 'type': 'for_statement', 'children': ['57', '58', '61']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'section'},{'id': '58', 'type': 'attribute', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'b'},{'id': '60', 'type': 'identifier', 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Treat it as an executable.\''},{'id': '238', 'type': 'attribute', 'children': ['239', '242']},{'id': '239', 'type': 'attribute', 'children': ['240', '241']},{'id': '240', 'type': 'identifier', 'children': [], 'value': 'b'},{'id': '241', 'type': 'identifier', 'children': [], 'value': '__class__'},{'id': '242', 'type': 'identifier', 'children': [], 'value': '__name__'},{'id': '243', 'type': 'expression_statement', 'children': ['244']},{'id': '244', 'type': 'assignment', 'children': ['245', '246']},{'id': '245', 'type': 'identifier', 'children': [], 'value': 'tpl'},{'id': '246', 'type': 'tuple', 'children': ['247', '250']},{'id': '247', 'type': 'attribute', 'children': ['248', '249']},{'id': '248', 'type': 'identifier', 'children': [], 'value': 'b'},{'id': '249', 'type': 'identifier', 'children': [], 'value': 'min_addr'},{'id': '250', 'type': 'attribute', 'children': ['251', '252']},{'id': '251', 'type': 'identifier', 'children': [], 'value': 'b'},{'id': '252', 'type': 'identifier', 'children': [], 'value': 'max_addr'},{'id': '253', 'type': 'expression_statement', 'children': ['254']},{'id': '254', 'type': 'call', 'children': ['255', '258']},{'id': '255', 'type': 'attribute', 'children': ['256', '257']},{'id': '256', 'type': 'identifier', 'children': [], 'value': 'memory_regions'},{'id': '257', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '258', 'type': 'argument_list', 'children': ['259']},{'id': '259', 'type': 'identifier', 'children': [], 'value': 'tpl'},{'id': '260', 'type': 'if_statement', 'children': ['261', '263']},{'id': '261', 'type': 'not_operator', 'children': ['262']},{'id': '262', 'type': 'identifier', 'children': [], 'value': 'memory_regions'},{'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': 'memory_regions'},{'id': '267', 'type': 'list_comprehension', 'children': ['268', '276']},{'id': '268', 'type': 'tuple', 'children': ['269', '270']},{'id': '269', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '270', 'type': 'binary_operator', 'children': ['271', '272'], 'value': '+'},{'id': '271', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '272', 'type': 'call', 'children': ['273', '274']},{'id': '273', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '274', 'type': 'argument_list', 'children': ['275']},{'id': '275', 'type': 'identifier', 'children': [], 'value': 'backer'},{'id': '276', 'type': 'for_in_clause', 'children': ['277', '280']},{'id': '277', 'type': 'pattern_list', 'children': ['278', '279']},{'id': '278', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '279', 'type': 'identifier', 'children': [], 'value': 'backer'},{'id': '280', 'type': 'call', 'children': ['281', '290']},{'id': '281', 'type': 'attribute', 'children': ['282', '289']},{'id': '282', 'type': 'attribute', 'children': ['283', '288']},{'id': '283', 'type': 'attribute', 'children': ['284', '287']},{'id': '284', 'type': 'attribute', 'children': ['285', '286']},{'id': '285', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '286', 'type': 'identifier', 'children': [], 'value': 'project'},{'id': '287', 'type': 'identifier', 'children': [], 'value': 'loader'},{'id': '288', 'type': 'identifier', 'children': [], 'value': 'memory'},{'id': '289', 'type': 'identifier', 'children': [], 'value': 'backers'},{'id': '290', 'type': 'argument_list', 'children': []},{'id': '291', 'type': 'expression_statement', 'children': ['292']},{'id': '292', 'type': 'assignment', 'children': ['293', '294']},{'id': '293', 'type': 'identifier', 'children': [], 'value': 'memory_regions'},{'id': '294', 'type': 'call', 'children': ['295', '296']},{'id': '295', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '296', 'type': 'argument_list', 'children': ['297', '298']},{'id': '297', 'type': 'identifier', 'children': [], 'value': 'memory_regions'},{'id': '298', 'type': 'keyword_argument', 'children': ['299', '300']},{'id': '299', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '300', 'type': 'lambda', 'children': ['301', '303']},{'id': '301', 'type': 'lambda_parameters', 'children': ['302']},{'id': '302', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '303', 'type': 'subscript', 'children': ['304', '305']},{'id': '304', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '305', 'type': 'integer', 'children': [], 'value': '0'},{'id': '306', 'type': 'return_statement', 'children': ['307']},{'id': '307', 'type': 'identifier', 'children': [], 'value': 'memory_regions'}
def _executable_memory_regions(self, objects=None, force_segment=False): if objects is None: binaries = self.project.loader.all_objects else: binaries = objects memory_regions = [ ] for b in binaries: if isinstance(b, ELF): if not force_segment and b.sections: for section in b.sections: if section.is_executable: tpl = (section.min_addr, section.max_addr) memory_regions.append(tpl) else: for segment in b.segments: if segment.is_executable: tpl = (segment.min_addr, segment.max_addr) memory_regions.append(tpl) elif isinstance(b, PE): for section in b.sections: if section.is_executable: tpl = (section.min_addr, section.max_addr) memory_regions.append(tpl) elif isinstance(b, MachO): if b.segments: for seg in b.segments: if seg.is_executable: for section in seg.sections: tpl = (section.min_addr, section.max_addr) memory_regions.append(tpl) elif isinstance(b, Blob): tpl = (b.min_addr, b.max_addr) memory_regions.append(tpl) elif isinstance(b, self._cle_pseudo_objects): pass else: l.warning('Unsupported object format "%s". Treat it as an executable.', b.__class__.__name__) tpl = (b.min_addr, b.max_addr) memory_regions.append(tpl) if not memory_regions: memory_regions = [(start, start + len(backer)) for start, backer in self.project.loader.memory.backers()] memory_regions = sorted(memory_regions, key=lambda x: x[0]) return memory_regions
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def _debug_check(self): old_end = 0 old_sort = "" for segment in self._list: if segment.start <= old_end and segment.sort == old_sort: raise AngrCFGError("Error in SegmentList: blocks are not merged") old_end = segment.end old_sort = segment.sort
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'16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '16', 'type': 'argument_list', 'children': ['17']},{'id': '17', 'type': 'attribute', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '19', 'type': 'identifier', 'children': [], 'value': '_list'},{'id': '20', 'type': 'expression_statement', 'children': ['21']},{'id': '21', 'type': 'assignment', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'idx'},{'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': '_search'},{'id': '27', 'type': 'argument_list', 'children': ['28']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'address'},{'id': '29', 'type': 'if_statement', 'children': ['30', '33']},{'id': '30', 'type': 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['45', '46'], 'value': 'is'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'max_distance'},{'id': '46', 'type': 'None', 'children': []},{'id': '47', 'type': 'comparison_operator', 'children': ['48', '51'], 'value': '<'},{'id': '48', 'type': 'binary_operator', 'children': ['49', '50'], 'value': '+'},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'address'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'max_distance'},{'id': '51', 'type': 'attribute', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'block'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '54', 'type': 'block', 'children': ['55']},{'id': '55', 'type': 'return_statement', 'children': ['56']},{'id': '56', 'type': 'None', 'children': []},{'id': '57', 'type': 'if_statement', 'children': ['58', '66']},{'id': '58', 'type': 'comparison_operator', 'children': ['59', '62', '63'], 'value': '<='},{'id': '59', 'type': 'attribute', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'block'},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'address'},{'id': '63', 'type': 'attribute', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'block'},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '66', 'type': 'block', 'children': ['67', '76']},{'id': '67', 'type': 'if_statement', 'children': ['68', '73']},{'id': '68', 'type': 'comparison_operator', 'children': ['69', '72'], 'value': 'not'},{'id': '69', 'type': 'attribute', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'block'},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'sorts'},{'id': '73', 'type': 'block', 'children': ['74']},{'id': '74', 'type': 'return_statement', 'children': ['75']},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'address'},{'id': '76', 'type': 'expression_statement', 'children': ['77']},{'id': '77', 'type': 'augmented_assignment', 'children': ['78', '79'], 'value': '+='},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '79', 'type': 'integer', 'children': [], 'value': '1'},{'id': '80', 'type': 'expression_statement', 'children': ['81']},{'id': '81', 'type': 'assignment', 'children': ['82', '83']},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '84', 'type': 'while_statement', 'children': ['85', '88']},{'id': '85', 'type': 'comparison_operator', 'children': ['86', '87'], 'value': '<'},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'list_length'},{'id': '88', 'type': 'block', 'children': ['89', '108', '127']},{'id': '89', 'type': 'if_statement', 'children': ['90', '105']},{'id': '90', 'type': 'boolean_operator', 'children': ['91', '94'], 'value': 'and'},{'id': '91', 'type': 'comparison_operator', 'children': ['92', '93'], 'value': 'is'},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'max_distance'},{'id': '93', 'type': 'None', 'children': []},{'id': '94', 'type': 'comparison_operator', 'children': ['95', '98'], 'value': '<'},{'id': '95', 'type': 'binary_operator', 'children': ['96', '97'], 'value': '+'},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'address'},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'max_distance'},{'id': '98', 'type': 'attribute', 'children': ['99', '104']},{'id': '99', 'type': 'subscript', 'children': ['100', '103']},{'id': '100', 'type': 'attribute', 'children': ['101', '102']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '102', 'type': 'identifier', 'children': [], 'value': '_list'},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '105', 'type': 'block', 'children': ['106']},{'id': '106', 'type': 'return_statement', 'children': ['107']},{'id': '107', 'type': 'None', 'children': []},{'id': '108', 'type': 'if_statement', 'children': ['109', '118']},{'id': '109', 'type': 'comparison_operator', 'children': ['110', '117'], 'value': 'not'},{'id': '110', 'type': 'attribute', 'children': ['111', '116']},{'id': '111', 'type': 'subscript', 'children': ['112', '115']},{'id': '112', 'type': 'attribute', 'children': ['113', '114']},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '114', 'type': 'identifier', 'children': [], 'value': '_list'},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'sorts'},{'id': '118', 'type': 'block', 'children': ['119']},{'id': '119', 'type': 'return_statement', 'children': ['120']},{'id': '120', 'type': 'attribute', 'children': ['121', '126']},{'id': '121', 'type': 'subscript', 'children': ['122', '125']},{'id': '122', 'type': 'attribute', 'children': ['123', '124']},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '124', 'type': 'identifier', 'children': [], 'value': '_list'},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '127', 'type': 'expression_statement', 'children': ['128']},{'id': '128', 'type': 'augmented_assignment', 'children': ['129', '130'], 'value': '+='},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '130', 'type': 'integer', 'children': [], 'value': '1'},{'id': '131', 'type': 'return_statement', 'children': ['132']},{'id': '132', 'type': 'None', 'children': []}
def next_pos_with_sort_not_in(self, address, sorts, max_distance=None): list_length = len(self._list) idx = self._search(address) if idx < list_length: block = self._list[idx] if max_distance is not None and address + max_distance < block.start: return None if block.start <= address < block.end: if block.sort not in sorts: return address idx += 1 i = idx while i < list_length: if max_distance is not None and address + max_distance < self._list[i].start: return None if self._list[i].sort not in sorts: return self._list[i].start i += 1 return None
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['31', '36']},{'id': '31', 'type': 'subscript', 'children': ['32', '35']},{'id': '32', 'type': 'attribute', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '34', 'type': 'identifier', 'children': [], 'value': '_list'},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'address'},{'id': '38', 'type': 'attribute', 'children': ['39', '44']},{'id': '39', 'type': 'subscript', 'children': ['40', '43']},{'id': '40', 'type': 'attribute', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '42', 'type': 'identifier', 'children': [], 'value': '_list'},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '45', 'type': 'block', 'children': ['46']},{'id': '46', 'type': 'return_statement', 'children': ['47']},{'id': '47', 'type': 'attribute', 'children': ['48', '53']},{'id': '48', 'type': 'subscript', 'children': ['49', '52']},{'id': '49', 'type': 'attribute', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '51', 'type': 'identifier', 'children': [], 'value': '_list'},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '54', 'type': 'if_statement', 'children': ['55', '70']},{'id': '55', 'type': 'boolean_operator', 'children': ['56', '59'], 'value': 'and'},{'id': '56', 'type': 'comparison_operator', 'children': ['57', '58'], 'value': '>'},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '58', 'type': 'integer', 'children': [], 'value': '0'},{'id': '59', 'type': 'comparison_operator', 'children': ['60', '61'], 'value': '<'},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'address'},{'id': '61', 'type': 'attribute', 'children': ['62', '69']},{'id': '62', 'type': 'subscript', 'children': ['63', '66']},{'id': '63', 'type': 'attribute', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '65', 'type': 'identifier', 'children': [], 'value': '_list'},{'id': '66', 'type': 'binary_operator', 'children': ['67', '68'], 'value': '-'},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '68', 'type': 'integer', 'children': [], 'value': '1'},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '70', 'type': 'block', 'children': ['71']},{'id': '71', 'type': 'return_statement', 'children': ['72']},{'id': '72', 'type': 'attribute', 'children': ['73', '80']},{'id': '73', 'type': 'subscript', 'children': ['74', '77']},{'id': '74', 'type': 'attribute', 'children': ['75', '76']},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '76', 'type': 'identifier', 'children': [], 'value': '_list'},{'id': '77', 'type': 'binary_operator', 'children': ['78', '79'], 'value': '-'},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '79', 'type': 'integer', 'children': [], 'value': '1'},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '81', 'type': 'return_statement', 'children': ['82']},{'id': '82', 'type': 'None', 'children': []}
def occupied_by_sort(self, address): idx = self._search(address) if len(self._list) <= idx: return None if self._list[idx].start <= address < self._list[idx].end: return self._list[idx].sort if idx > 0 and address < self._list[idx - 1].end: return self._list[idx - 1].sort return None
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'comparison_operator', 'children': ['16', '17'], 'value': '<'},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'lo'},{'id': '17', 'type': 'integer', 'children': [], 'value': '0'},{'id': '18', 'type': 'block', 'children': ['19']},{'id': '19', 'type': 'raise_statement', 'children': ['20']},{'id': '20', 'type': 'call', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '22', 'type': 'argument_list', 'children': ['23']},{'id': '23', 'type': 'string', 'children': [], 'value': '"lo must be a non-negative number"'},{'id': '24', 'type': 'if_statement', 'children': ['25', '28']},{'id': '25', 'type': 'comparison_operator', 'children': ['26', '27'], 'value': 'is'},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'hi'},{'id': '27', 'type': 'None', 'children': []},{'id': '28', 'type': 'block', 'children': ['29']},{'id': '29', 'type': 'expression_statement', 'children': ['30']},{'id': '30', 'type': 'assignment', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'hi'},{'id': '32', 'type': 'call', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '34', 'type': 'argument_list', 'children': ['35']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'lst'},{'id': '36', 'type': 'while_statement', 'children': ['37', '40']},{'id': '37', 'type': 'comparison_operator', 'children': ['38', '39'], 'value': '<'},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'lo'},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'hi'},{'id': '40', 'type': 'block', 'children': ['41', '50']},{'id': '41', 'type': 'expression_statement', 'children': ['42']},{'id': '42', 'type': 'assignment', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'mid'},{'id': '44', 'type': 'binary_operator', 'children': ['45', '49'], 'value': '//'},{'id': '45', 'type': '()', 'children': ['46']},{'id': '46', 'type': 'binary_operator', 'children': ['47', '48'], 'value': '+'},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'lo'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'hi'},{'id': '49', 'type': 'integer', 'children': [], 'value': '2'},{'id': '50', 'type': 'if_statement', 'children': ['51', '62', '69']},{'id': '51', 'type': 'comparison_operator', 'children': ['52', '58'], 'value': '<'},{'id': '52', 'type': 'call', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '54', 'type': 'argument_list', 'children': ['55']},{'id': '55', 'type': 'subscript', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'lst'},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'mid'},{'id': '58', 'type': 'call', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '60', 'type': 'argument_list', 'children': ['61']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'elem'},{'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': 'lo'},{'id': '66', 'type': 'binary_operator', 'children': ['67', '68'], 'value': '+'},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'mid'},{'id': '68', 'type': 'integer', 'children': [], 'value': '1'},{'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': 'hi'},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'mid'},{'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': 'lst'},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'insert'},{'id': '80', 'type': 'argument_list', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'lo'},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'elem'}
def _binary_insert(lst, elem, key, lo=0, hi=None): if lo < 0: raise ValueError("lo must be a non-negative number") if hi is None: hi = len(lst) while lo < hi: mid = (lo + hi) // 2 if key(lst[mid]) < key(elem): lo = mid + 1 else: hi = mid lst.insert(lo, elem)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_sort_io_counters'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'process'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'sortedby'},{'id': '7', 'type': 'string', 'children': [], 'value': "'io_counters'"},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'sortedby_secondary'},{'id': '10', 'type': 'string', 'children': [], 'value': "'memory_percent'"},{'id': '11', 'type': 'block', 'children': ['12']},{'id': '12', 'type': 'return_statement', 'children': ['13']},{'id': '13', 'type': 'binary_operator', 'children': ['14', '31'], 'value': '-'},{'id': '14', 'type': 'binary_operator', 'children': ['15', '26'], 'value': '+'},{'id': '15', 'type': 'binary_operator', 'children': ['16', '21'], 'value': '-'},{'id': '16', 'type': 'subscript', 'children': ['17', '20']},{'id': '17', 'type': 'subscript', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'process'},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'sortedby'},{'id': '20', 'type': 'integer', 'children': [], 'value': '0'},{'id': '21', 'type': 'subscript', 'children': ['22', '25']},{'id': '22', 'type': 'subscript', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'process'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'sortedby'},{'id': '25', 'type': 'integer', 'children': [], 'value': '2'},{'id': '26', 'type': 'subscript', 'children': ['27', '30']},{'id': '27', 'type': 'subscript', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'process'},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'sortedby'},{'id': '30', 'type': 'integer', 'children': [], 'value': '1'},{'id': '31', 'type': 'subscript', 'children': ['32', '35']},{'id': '32', 'type': 'subscript', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'process'},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'sortedby'},{'id': '35', 'type': 'integer', 'children': [], 'value': '3'}
def _sort_io_counters(process, sortedby='io_counters', sortedby_secondary='memory_percent'): return process[sortedby][0] - process[sortedby][2] + process[sortedby][1] - process[sortedby][3]
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '10']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_sort_lambda'},{'id': '3', 'type': 'parameters', 'children': ['4', '7']},{'id': '4', 'type': 'default_parameter', 'children': ['5', '6']},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'sortedby'},{'id': '6', 'type': 'string', 'children': [], 'value': "'cpu_percent'"},{'id': '7', 'type': 'default_parameter', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'sortedby_secondary'},{'id': '9', 'type': 'string', 'children': [], 'value': "'memory_percent'"},{'id': '10', 'type': 'block', 'children': ['11', '15', '33']},{'id': '11', 'type': 'expression_statement', 'children': ['12']},{'id': '12', 'type': 'assignment', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'ret'},{'id': '14', 'type': 'None', 'children': []},{'id': '15', 'type': 'if_statement', 'children': ['16', '19', '24']},{'id': '16', 'type': 'comparison_operator', 'children': ['17', '18'], 'value': '=='},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'sortedby'},{'id': '18', 'type': 'string', 'children': [], 'value': "'io_counters'"},{'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': 'ret'},{'id': '23', 'type': 'identifier', 'children': [], 'value': '_sort_io_counters'},{'id': '24', 'type': 'elif_clause', 'children': ['25', '28']},{'id': '25', 'type': 'comparison_operator', 'children': ['26', '27'], 'value': '=='},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'sortedby'},{'id': '27', 'type': 'string', 'children': [], 'value': "'cpu_times'"},{'id': '28', 'type': 'block', 'children': ['29']},{'id': '29', 'type': 'expression_statement', 'children': ['30']},{'id': '30', 'type': 'assignment', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'ret'},{'id': '32', 'type': 'identifier', 'children': [], 'value': '_sort_cpu_times'},{'id': '33', 'type': 'return_statement', 'children': ['34']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'ret'}
def _sort_lambda(sortedby='cpu_percent', sortedby_secondary='memory_percent'): ret = None if sortedby == 'io_counters': ret = _sort_io_counters elif sortedby == 'cpu_times': ret = _sort_cpu_times return ret
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'loop_position'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'block', 'children': ['6', '26']},{'id': '6', 'type': 'for_statement', 'children': ['7', '10', '16']},{'id': '7', 'type': 'pattern_list', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '10', 'type': 'call', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'enumerate'},{'id': '12', 'type': 'argument_list', 'children': ['13']},{'id': '13', 'type': 'attribute', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '15', 'type': 'identifier', 'children': [], 'value': '_sort_loop'},{'id': '16', 'type': 'block', 'children': ['17']},{'id': '17', 'type': 'if_statement', 'children': ['18', '23']},{'id': '18', 'type': 'comparison_operator', 'children': ['19', '20'], 'value': '=='},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '20', 'type': 'attribute', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'glances_processes'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'sort_key'},{'id': '23', 'type': 'block', 'children': ['24']},{'id': '24', 'type': 'return_statement', 'children': ['25']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '26', 'type': 'return_statement', 'children': ['27']},{'id': '27', 'type': 'integer', 'children': [], 'value': '0'}
def loop_position(self): for i, v in enumerate(self._sort_loop): if v == glances_processes.sort_key: return i return 0
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_event_sort_key'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'event_type'},{'id': '6', 'type': 'block', 'children': ['7', '37']},{'id': '7', 'type': 'if_statement', 'children': ['8', '14', '19', '31']},{'id': '8', 'type': 'call', 'children': ['9', '12']},{'id': '9', 'type': 'attribute', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'event_type'},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'startswith'},{'id': '12', 'type': 'argument_list', 'children': ['13']},{'id': '13', 'type': 'string', 'children': [], 'value': '"MEM"'},{'id': '14', 'type': 'block', 'children': ['15']},{'id': '15', 'type': 'expression_statement', 'children': ['16']},{'id': '16', 'type': 'assignment', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'ret'},{'id': '18', 'type': 'string', 'children': [], 'value': "'memory_percent'"},{'id': '19', 'type': 'elif_clause', 'children': ['20', '26']},{'id': '20', 'type': 'call', 'children': ['21', '24']},{'id': '21', 'type': 'attribute', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'event_type'},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'startswith'},{'id': '24', 'type': 'argument_list', 'children': ['25']},{'id': '25', 'type': 'string', 'children': [], 'value': '"CPU_IOWAIT"'},{'id': '26', 'type': 'block', 'children': ['27']},{'id': '27', 'type': 'expression_statement', 'children': ['28']},{'id': '28', 'type': 'assignment', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'ret'},{'id': '30', 'type': 'string', 'children': [], 'value': "'io_counters'"},{'id': '31', 'type': 'else_clause', 'children': ['32']},{'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': 'ret'},{'id': '36', 'type': 'string', 'children': [], 'value': "'cpu_percent'"},{'id': '37', 'type': 'return_statement', 'children': ['38']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'ret'}
def get_event_sort_key(self, event_type): if event_type.startswith("MEM"): ret = 'memory_percent' elif event_type.startswith("CPU_IOWAIT"): ret = 'io_counters' else: ret = 'cpu_percent' return ret