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def sorted_bfs_successors(G, source=None): if source is None: source = G.root successors = defaultdict(list) for src, target in sorted_bfs_edges(G, source): successors[src].append(target) return dict(successors)
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def _get_paths_for_status(self, status): added, modified, deleted = self._changes_cache return sorted({ 'added': list(added), 'modified': list(modified), 'deleted': list(deleted)}[status] )
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def sort(self, *args, **kwargs): self._list.sort(*args, **kwargs) for index, value in enumerate(self._list): self._dict[value] = index
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'identifier', 'children': [], 'value': 'limit'},{'id': '78', 'type': 'block', 'children': ['79']},{'id': '79', 'type': 'if_statement', 'children': ['80', '85']},{'id': '80', 'type': 'call', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'check_term'},{'id': '82', 'type': 'argument_list', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'card'},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'term'},{'id': '85', 'type': 'block', 'children': ['86', '93']},{'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': 'found_indices'},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '91', 'type': 'argument_list', 'children': ['92']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '93', 'type': 'expression_statement', 'children': ['94']},{'id': '94', 'type': 'augmented_assignment', 'children': ['95', '96'], 'value': '+='},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'count'},{'id': '96', 'type': 'integer', 'children': [], 'value': '1'},{'id': '97', 'type': 'else_clause', 'children': ['98']},{'id': '98', 'type': 'block', 'children': ['99']},{'id': '99', 'type': 'break_statement', 'children': []},{'id': '100', 'type': 'if_statement', 'children': ['101', '102']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '102', 'type': 'block', 'children': ['103']},{'id': '103', 'type': 'expression_statement', 'children': ['104']},{'id': '104', 'type': 'assignment', 'children': ['105', '106']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'found_indices'},{'id': '106', 'type': 'call', 'children': ['107', '108']},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'sort_card_indices'},{'id': '108', 'type': 'argument_list', 'children': ['109', '110', '111']},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'found_indices'},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'ranks'},{'id': '112', 'type': 'return_statement', 'children': ['113']},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'found_indices'}
def find(self, term, limit=0, sort=False, ranks=None): ranks = ranks or self.ranks found_indices = [] count = 0 if not limit: for i, card in enumerate(self.cards): if check_term(card, term): found_indices.append(i) else: for i, card in enumerate(self.cards): if count < limit: if check_term(card, term): found_indices.append(i) count += 1 else: break if sort: found_indices = sort_card_indices(self, found_indices, ranks) return found_indices
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'children': ['121']},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'item'},{'id': '122', 'type': 'except_clause', 'children': ['123']},{'id': '123', 'type': 'block', 'children': ['124', '136']},{'id': '124', 'type': 'expression_statement', 'children': ['125']},{'id': '125', 'type': 'augmented_assignment', 'children': ['126', '127'], 'value': '+='},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'indices'},{'id': '127', 'type': 'call', 'children': ['128', '131']},{'id': '128', 'type': 'attribute', 'children': ['129', '130']},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'find'},{'id': '131', 'type': 'argument_list', 'children': ['132', '133']},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'item'},{'id': '133', 'type': 'keyword_argument', 'children': ['134', '135']},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'limit'},{'id': '135', 'type': 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'164', 'type': 'pattern_list', 'children': ['165', '166']},{'id': '165', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '166', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '167', 'type': 'call', 'children': ['168', '169']},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'enumerate'},{'id': '169', 'type': 'argument_list', 'children': ['170']},{'id': '170', 'type': 'attribute', 'children': ['171', '172']},{'id': '171', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '172', 'type': 'identifier', 'children': [], 'value': 'cards'},{'id': '173', 'type': 'if_clause', 'children': ['174']},{'id': '174', 'type': 'comparison_operator', 'children': ['175', '176'], 'value': 'not'},{'id': '175', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '176', 'type': 'identifier', 'children': [], 'value': 'indices'},{'id': '177', 'type': 'if_statement', 'children': ['178', '179']},{'id': '178', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '179', 'type': 'block', 'children': ['180']},{'id': '180', 'type': 'expression_statement', 'children': ['181']},{'id': '181', 'type': 'assignment', 'children': ['182', '183']},{'id': '182', 'type': 'identifier', 'children': [], 'value': 'got_cards'},{'id': '183', 'type': 'call', 'children': ['184', '185']},{'id': '184', 'type': 'identifier', 'children': [], 'value': 'sort_cards'},{'id': '185', 'type': 'argument_list', 'children': ['186', '187']},{'id': '186', 'type': 'identifier', 'children': [], 'value': 'got_cards'},{'id': '187', 'type': 'identifier', 'children': [], 'value': 'ranks'},{'id': '188', 'type': 'return_statement', 'children': ['189']},{'id': '189', 'type': 'identifier', 'children': [], 'value': 'got_cards'}
def get_list(self, terms, limit=0, sort=False, ranks=None): ranks = ranks or self.ranks got_cards = [] try: indices = self.find_list(terms, limit=limit) got_cards = [self.cards[i] for i in indices if self.cards[i] not in got_cards] self.cards = [v for i, v in enumerate(self.cards) if i not in indices] except: indices = [] for item in terms: try: card = self.cards[item] if card not in got_cards: got_cards.append(card) indices.append(item) except: indices += self.find(item, limit=limit) got_cards += [self.cards[i] for i in indices if self.cards[i] not in got_cards] self.cards = [v for i, v in enumerate(self.cards) if i not in indices] if sort: got_cards = sort_cards(got_cards, ranks) return got_cards
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def is_sorted(self, ranks=None): ranks = ranks or self.ranks return check_sorted(self, ranks)
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def sort(self, ranks=None): ranks = ranks or self.ranks self.cards = sort_cards(self.cards, ranks)
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def canonical_headers(self, headers_to_sign): l = ['%s:%s'%(n.lower().strip(), headers_to_sign[n].strip()) for n in headers_to_sign] l.sort() return '\n'.join(l)
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def build_cards(jokers=False, num_jokers=0): new_deck = [] if jokers: new_deck += [Card("Joker", None) for i in xrange(num_jokers)] new_deck += [Card(value, suit) for value in VALUES for suit in SUITS] return new_deck
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def check_sorted(cards, ranks=None): ranks = ranks or DEFAULT_RANKS sorted_cards = sort_cards(cards, ranks) if cards == sorted_cards or cards[::-1] == sorted_cards: return True else: return False
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def sort_card_indices(cards, indices, ranks=None): ranks = ranks or DEFAULT_RANKS if ranks.get("suits"): indices = sorted( indices, key=lambda x: ranks["suits"][cards[x].suit] if cards[x].suit != None else 0 ) if ranks.get("values"): indices = sorted( indices, key=lambda x: ranks["values"][cards[x].value] ) return indices
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'value': 'x'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'suit'},{'id': '47', 'type': 'None', 'children': []},{'id': '48', 'type': 'integer', 'children': [], 'value': '0'},{'id': '49', 'type': 'if_statement', 'children': ['50', '56']},{'id': '50', 'type': 'call', 'children': ['51', '54']},{'id': '51', 'type': 'attribute', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'ranks'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '54', 'type': 'argument_list', 'children': ['55']},{'id': '55', 'type': 'string', 'children': [], 'value': '"values"'},{'id': '56', 'type': 'block', 'children': ['57']},{'id': '57', 'type': 'expression_statement', 'children': ['58']},{'id': '58', 'type': 'assignment', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'cards'},{'id': '60', 'type': 'call', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '62', 'type': 'argument_list', 'children': ['63', '64']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'cards'},{'id': '64', 'type': 'keyword_argument', 'children': ['65', '66']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '66', 'type': 'lambda', 'children': ['67', '69']},{'id': '67', 'type': 'lambda_parameters', 'children': ['68']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '69', 'type': 'subscript', 'children': ['70', '73']},{'id': '70', 'type': 'subscript', 'children': ['71', '72']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'ranks'},{'id': '72', 'type': 'string', 'children': [], 'value': '"values"'},{'id': '73', 'type': 'attribute', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '76', 'type': 'return_statement', 'children': ['77']},{'id': '77', 'type': 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def sort_cards(cards, ranks=None): ranks = ranks or DEFAULT_RANKS if ranks.get("suits"): cards = sorted( cards, key=lambda x: ranks["suits"][x.suit] if x.suit != None else 0 ) if ranks.get("values"): cards = sorted( cards, key=lambda x: ranks["values"][x.value] ) return cards
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'type': 'identifier', 'children': [], 'value': 'frame'},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'frameid'},{'id': '109', 'type': 'block', 'children': ['110']},{'id': '110', 'type': 'return_statement', 'children': ['111']},{'id': '111', 'type': 'call', 'children': ['112', '113']},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'keytuple'},{'id': '113', 'type': 'argument_list', 'children': ['114']},{'id': '114', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '115', 'type': 'return_statement', 'children': ['116']},{'id': '116', 'type': 'call', 'children': ['117', '118']},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'keytuple'},{'id': '118', 'type': 'argument_list', 'children': ['119']},{'id': '119', 'type': 'attribute', 'children': ['120', '121']},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'unknown_key'}
def key(self, frame): "Return the sort key for the given frame." def keytuple(primary): if frame.frameno is None: return (primary, 1) return (primary, 0, frame.frameno) if type(frame) in self.frame_keys: return keytuple(self.frame_keys[type(frame)]) if frame._in_version(2) and type(frame).__bases__[0] in self.frame_keys: return keytuple(self.frame_keys[type(frame).__bases__[0]]) for (pattern, key) in self.re_keys: if re.match(pattern, frame.frameid): return keytuple(key) return keytuple(self.unknown_key)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'frames'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '7', 'type': 'None', 'children': []},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'orig_order'},{'id': '10', 'type': 'False', 'children': []},{'id': '11', 'type': 'block', 'children': ['12', '54', '58', '83', '116', '125']},{'id': '12', 'type': 'if_statement', 'children': ['13', '16']},{'id': '13', 'type': 'comparison_operator', 'children': ['14', '15'], 'value': 'is'},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '15', 'type': 'None', 'children': []},{'id': '16', 'type': 'block', 'children': ['17', '26', '48']},{'id': '17', 'type': 'expression_statement', 'children': ['18']},{'id': '18', 'type': 'assignment', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'key'},{'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': '_normalize_key'},{'id': '24', 'type': 'argument_list', 'children': ['25']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '26', 'type': 'if_statement', 'children': ['27', '37']},{'id': '27', 'type': 'comparison_operator', 'children': ['28', '36'], 'value': '=='},{'id': '28', 'type': 'call', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '30', 'type': 'argument_list', 'children': ['31']},{'id': '31', 'type': 'subscript', 'children': ['32', '35']},{'id': '32', 'type': 'attribute', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '34', 'type': 'identifier', 'children': [], 'value': '_frames'},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '36', 'type': 'integer', 'children': [], 'value': '0'},{'id': '37', 'type': 'block', 'children': ['38']},{'id': '38', 'type': 'raise_statement', 'children': ['39']},{'id': '39', 'type': 'call', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'KeyError'},{'id': '41', 'type': 'argument_list', 'children': ['42']},{'id': '42', 'type': 'binary_operator', 'children': ['43', '44'], 'value': '+'},{'id': '43', 'type': 'string', 'children': [], 'value': '"Key not found: "'},{'id': '44', 'type': 'call', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'repr'},{'id': '46', 'type': 'argument_list', 'children': ['47']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '48', 'type': 'return_statement', 'children': ['49']},{'id': '49', 'type': 'subscript', 'children': ['50', '53']},{'id': '50', 'type': 'attribute', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '52', 'type': 'identifier', 'children': [], 'value': '_frames'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '54', 'type': 'expression_statement', 'children': ['55']},{'id': '55', 'type': 'assignment', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'frames'},{'id': '57', 'type': 'list', 'children': [], 'value': '[]'},{'id': '58', 'type': 'for_statement', 'children': ['59', '60', '67']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'frameid'},{'id': '60', 'type': 'call', 'children': ['61', '66']},{'id': '61', 'type': 'attribute', 'children': ['62', '65']},{'id': '62', 'type': 'attribute', 'children': ['63', '64']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '64', 'type': 'identifier', 'children': [], 'value': '_frames'},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '66', 'type': 'argument_list', 'children': []},{'id': '67', 'type': 'block', 'children': ['68']},{'id': '68', 'type': 'for_statement', 'children': ['69', '70', '75']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'frame'},{'id': '70', 'type': 'subscript', 'children': ['71', '74']},{'id': '71', 'type': 'attribute', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '73', 'type': 'identifier', 'children': [], 'value': '_frames'},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'frameid'},{'id': '75', 'type': 'block', 'children': ['76']},{'id': '76', 'type': 'expression_statement', 'children': ['77']},{'id': '77', 'type': 'call', 'children': ['78', '81']},{'id': '78', 'type': 'attribute', 'children': ['79', '80']},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'frames'},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '81', 'type': 'argument_list', 'children': ['82']},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'frame'},{'id': '83', 'type': 'if_statement', 'children': ['84', '85', '106']},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'orig_order'},{'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'},{'id': '89', 'type': '()', 'children': ['90']},{'id': '90', 'type': 'lambda', 'children': ['91', '93']},{'id': '91', 'type': 'lambda_parameters', 'children': ['92']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'frame'},{'id': '93', 'type': 'conditional_expression', 'children': ['94', '99', '104'], 'value': 'if'},{'id': '94', 'type': 'tuple', 'children': ['95', '96']},{'id': '95', 'type': 'integer', 'children': [], 'value': '0'},{'id': '96', 'type': 'attribute', 'children': ['97', '98']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'frame'},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'frameno'},{'id': '99', 'type': 'comparison_operator', 'children': ['100', '103'], 'value': 'is'},{'id': '100', 'type': 'attribute', 'children': ['101', '102']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'frame'},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'frameno'},{'id': '103', 'type': 'None', 'children': []},{'id': '104', 'type': 'tuple', 'children': ['105']},{'id': '105', 'type': 'integer', 'children': [], 'value': '1'},{'id': '106', 'type': 'else_clause', 'children': ['107']},{'id': '107', 'type': 'block', 'children': ['108']},{'id': '108', 'type': 'expression_statement', 'children': ['109']},{'id': '109', 'type': 'assignment', 'children': ['110', '111']},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '111', 'type': 'attribute', 'children': ['112', '115']},{'id': '112', 'type': 'attribute', 'children': ['113', '114']},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '114', 'type': 'identifier', 'children': [], 'value': 'frame_order'},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '116', 'type': 'expression_statement', 'children': ['117']},{'id': '117', 'type': 'call', 'children': ['118', '121']},{'id': '118', 'type': 'attribute', 'children': ['119', '120']},{'id': '119', 'type': 'identifier', 'children': [], 'value': 'frames'},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '121', 'type': 'argument_list', 'children': ['122']},{'id': '122', 'type': 'keyword_argument', 'children': ['123', '124']},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '125', 'type': 'return_statement', 'children': ['126']},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'frames'}
def frames(self, key=None, orig_order=False): if key is not None: key = self._normalize_key(key) if len(self._frames[key]) == 0: raise KeyError("Key not found: " + repr(key)) return self._frames[key] frames = [] for frameid in self._frames.keys(): for frame in self._frames[frameid]: frames.append(frame) if orig_order: key = (lambda frame: (0, frame.frameno) if frame.frameno is not None else (1,)) else: key = self.frame_order.key frames.sort(key=key) return frames
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'detach'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'force'},{'id': '7', 'type': 'False', 'children': []},{'id': '8', 'type': 'block', 'children': ['9', '13', '26', '30', '43']},{'id': '9', 'type': 'expression_statement', 'children': ['10']},{'id': '10', 'type': 'assignment', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'instance_id'},{'id': '12', 'type': 'None', 'children': []},{'id': '13', 'type': 'if_statement', 'children': ['14', '17']},{'id': '14', 'type': 'attribute', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'attach_data'},{'id': '17', 'type': 'block', 'children': ['18']},{'id': '18', 'type': 'expression_statement', 'children': ['19']},{'id': '19', 'type': 'assignment', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'instance_id'},{'id': '21', 'type': 'attribute', 'children': ['22', '25']},{'id': '22', 'type': 'attribute', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'attach_data'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'instance_id'},{'id': '26', 'type': 'expression_statement', 'children': ['27']},{'id': '27', 'type': 'assignment', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'device'},{'id': '29', 'type': 'None', 'children': []},{'id': '30', 'type': 'if_statement', 'children': ['31', '34']},{'id': '31', 'type': 'attribute', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'attach_data'},{'id': '34', 'type': 'block', 'children': ['35']},{'id': '35', 'type': 'expression_statement', 'children': ['36']},{'id': '36', 'type': 'assignment', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'device'},{'id': '38', 'type': 'attribute', 'children': ['39', '42']},{'id': '39', 'type': 'attribute', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'attach_data'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'device'},{'id': '43', 'type': 'return_statement', 'children': ['44']},{'id': '44', 'type': 'call', 'children': ['45', '50']},{'id': '45', 'type': 'attribute', 'children': ['46', '49']},{'id': '46', 'type': 'attribute', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'connection'},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'detach_volume'},{'id': '50', 'type': 'argument_list', 'children': ['51', '54', '55', '56']},{'id': '51', 'type': 'attribute', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'id'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'instance_id'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'device'},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'force'}
def detach(self, force=False): instance_id = None if self.attach_data: instance_id = self.attach_data.instance_id device = None if self.attach_data: device = self.attach_data.device return self.connection.detach_volume(self.id, instance_id, device, force)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'make_node_dict'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'outer_list'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '7', 'type': 'string', 'children': [], 'value': '"zone"'},{'id': '8', 'type': 'block', 'children': ['9', '13', '17', '35', '115', '119', '123', '143']},{'id': '9', 'type': 'expression_statement', 'children': ['10']},{'id': '10', 'type': 'assignment', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'raw_dict'},{'id': '12', 'type': 'dictionary', 'children': []},{'id': '13', 'type': 'expression_statement', 'children': ['14']},{'id': '14', 'type': 'assignment', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '16', 'type': 'integer', 'children': [], 'value': '1'},{'id': '17', 'type': 'for_statement', 'children': ['18', '19', '20']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'inner_list'},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'outer_list'},{'id': '20', 'type': 'block', 'children': ['21']},{'id': '21', 'type': 'for_statement', 'children': ['22', '23', '24']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'inner_list'},{'id': '24', 'type': 'block', 'children': ['25', '31']},{'id': '25', 'type': 'expression_statement', 'children': ['26']},{'id': '26', 'type': 'assignment', 'children': ['27', '30']},{'id': '27', 'type': 'subscript', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'raw_dict'},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '31', 'type': 'expression_statement', 'children': ['32']},{'id': '32', 'type': 'augmented_assignment', 'children': ['33', '34'], 'value': '+='},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '34', 'type': 'integer', 'children': [], 'value': '1'},{'id': '35', 'type': 'if_statement', 'children': ['36', '39', '74']},{'id': '36', 'type': 'comparison_operator', 'children': ['37', '38'], 'value': '=='},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '38', 'type': 'string', 'children': [], 'value': '"name"'},{'id': '39', 'type': 'block', 'children': ['40']},{'id': '40', 'type': 'expression_statement', 'children': ['41']},{'id': '41', 'type': 'assignment', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'srt_dict'},{'id': '43', 'type': 'call', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'OrderedDict'},{'id': '45', 'type': 'argument_list', 'children': ['46']},{'id': '46', 'type': 'call', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '48', 'type': 'argument_list', 'children': ['49', '54']},{'id': '49', 'type': 'call', 'children': ['50', '53']},{'id': '50', 'type': 'attribute', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'raw_dict'},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '53', 'type': 'argument_list', 'children': []},{'id': '54', 'type': 'keyword_argument', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '56', 'type': 'lambda', 'children': ['57', '59']},{'id': '57', 'type': 'lambda_parameters', 'children': ['58']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '59', 'type': 'tuple', 'children': ['60', '65']},{'id': '60', 'type': 'attribute', 'children': ['61', '64']},{'id': '61', 'type': 'subscript', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '63', 'type': 'integer', 'children': [], 'value': '1'},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'cloud'},{'id': '65', 'type': 'call', 'children': ['66', '73']},{'id': '66', 'type': 'attribute', 'children': ['67', '72']},{'id': '67', 'type': 'attribute', 'children': ['68', '71']},{'id': '68', 'type': 'subscript', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '70', 'type': 'integer', 'children': [], 'value': '1'},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'lower'},{'id': '73', 'type': 'argument_list', 'children': []},{'id': '74', 'type': 'else_clause', 'children': ['75']},{'id': '75', 'type': 'block', 'children': ['76']},{'id': '76', 'type': 'expression_statement', 'children': ['77']},{'id': '77', 'type': 'assignment', 'children': ['78', '79']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'srt_dict'},{'id': '79', 'type': 'call', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'OrderedDict'},{'id': '81', 'type': 'argument_list', 'children': ['82']},{'id': '82', 'type': 'call', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '84', 'type': 'argument_list', 'children': ['85', '90']},{'id': '85', 'type': 'call', 'children': ['86', '89']},{'id': '86', 'type': 'attribute', 'children': ['87', '88']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'raw_dict'},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '89', 'type': 'argument_list', 'children': []},{'id': '90', 'type': 'keyword_argument', 'children': ['91', '92']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '92', 'type': 'lambda', 'children': ['93', 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'children': ['109', '112']},{'id': '109', 'type': 'subscript', 'children': ['110', '111']},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '111', 'type': 'integer', 'children': [], 'value': '1'},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'lower'},{'id': '114', 'type': 'argument_list', 'children': []},{'id': '115', 'type': 'expression_statement', 'children': ['116']},{'id': '116', 'type': 'assignment', 'children': ['117', '118']},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '118', 'type': 'integer', 'children': [], 'value': '1'},{'id': '119', 'type': 'expression_statement', 'children': ['120']},{'id': '120', 'type': 'assignment', 'children': ['121', '122']},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'node_dict'},{'id': '122', 'type': 'dictionary', 'children': []},{'id': '123', 'type': 'for_statement', 'children': ['124', '127', '132']},{'id': '124', 'type': 'pattern_list', 'children': ['125', '126']},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '127', 'type': 'call', 'children': ['128', '131']},{'id': '128', 'type': 'attribute', 'children': ['129', '130']},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'srt_dict'},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '131', 'type': 'argument_list', 'children': []},{'id': '132', 'type': 'block', 'children': ['133', '139']},{'id': '133', 'type': 'expression_statement', 'children': ['134']},{'id': '134', 'type': 'assignment', 'children': ['135', '138']},{'id': '135', 'type': 'subscript', 'children': ['136', '137']},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'node_dict'},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '138', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '139', 'type': 'expression_statement', 'children': ['140']},{'id': '140', 'type': 'augmented_assignment', 'children': ['141', '142'], 'value': '+='},{'id': '141', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '142', 'type': 'integer', 'children': [], 'value': '1'},{'id': '143', 'type': 'return_statement', 'children': ['144']},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'node_dict'}
def make_node_dict(outer_list, sort="zone"): raw_dict = {} x = 1 for inner_list in outer_list: for node in inner_list: raw_dict[x] = node x += 1 if sort == "name": srt_dict = OrderedDict(sorted(raw_dict.items(), key=lambda k: (k[1].cloud, k[1].name.lower()))) else: srt_dict = OrderedDict(sorted(raw_dict.items(), key=lambda k: (k[1].cloud, k[1].zone, k[1].name.lower()))) x = 1 node_dict = {} for i, v in srt_dict.items(): node_dict[x] = v x += 1 return node_dict
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '13']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'crack'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '7', '10']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'ciphertext'},{'id': '5', 'type': 'list_splat_pattern', 'children': ['6']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'fitness_functions'},{'id': '7', 'type': 'default_parameter', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'ntrials'},{'id': '9', 'type': 'integer', 'children': [], 'value': '30'},{'id': '10', 'type': 'default_parameter', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'nswaps'},{'id': '12', 'type': 'integer', 'children': [], 'value': '3000'},{'id': '13', 'type': 'block', 'children': ['14', '28', '99', '134', '151']},{'id': '14', 'type': 'if_statement', 'children': ['15', '22']},{'id': '15', 'type': 'boolean_operator', 'children': ['16', '19'], 'value': 'or'},{'id': '16', 'type': 'comparison_operator', 'children': ['17', '18'], 'value': '<='},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'ntrials'},{'id': '18', 'type': 'integer', 'children': [], 'value': '0'},{'id': '19', 'type': 'comparison_operator', 'children': ['20', '21'], 'value': '<='},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'nswaps'},{'id': '21', 'type': 'integer', 'children': [], 'value': '0'},{'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': '"ntrials and nswaps must be positive integers"'},{'id': '28', 'type': 'function_definition', 'children': ['29', '30', '32']},{'id': '29', 'type': 'function_name', 'children': [], 'value': 'next_node_inner_climb'},{'id': '30', 'type': 'parameters', 'children': ['31']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '32', 'type': 'block', 'children': ['33', '51', '67', '75', '84']},{'id': '33', 'type': 'expression_statement', 'children': ['34']},{'id': '34', 'type': 'assignment', 'children': ['35', '38']},{'id': '35', 'type': 'pattern_list', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'a'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'b'},{'id': '38', 'type': 'call', 'children': ['39', '42']},{'id': '39', 'type': 'attribute', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'random'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'sample'},{'id': '42', 'type': 'argument_list', 'children': ['43', '50']},{'id': '43', 'type': 'call', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '45', 'type': 'argument_list', 'children': ['46']},{'id': '46', 'type': 'call', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '48', 'type': 'argument_list', 'children': ['49']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '50', 'type': 'integer', 'children': [], 'value': '2'},{'id': '51', 'type': 'expression_statement', 'children': ['52']},{'id': '52', 'type': 'assignment', 'children': ['53', '60']},{'id': '53', 'type': 'pattern_list', 'children': ['54', '57']},{'id': '54', 'type': 'subscript', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'a'},{'id': '57', 'type': 'subscript', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'b'},{'id': '60', 'type': 'expression_list', 'children': ['61', '64']},{'id': '61', 'type': 'subscript', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'b'},{'id': '64', 'type': 'subscript', 'children': ['65', '66']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'a'},{'id': '67', 'type': 'expression_statement', 'children': ['68']},{'id': '68', 'type': 'assignment', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'plaintext'},{'id': '70', 'type': 'call', 'children': ['71', '72']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'decrypt'},{'id': '72', 'type': 'argument_list', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'ciphertext'},{'id': '75', 'type': 'expression_statement', 'children': ['76']},{'id': '76', 'type': 'assignment', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'node_score'},{'id': '78', 'type': 'call', 'children': ['79', '80']},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'score'},{'id': '80', 'type': 'argument_list', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'plaintext'},{'id': '82', 'type': 'list_splat', 'children': ['83']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'fitness_functions'},{'id': '84', 'type': 'return_statement', 'children': ['85']},{'id': '85', 'type': 'expression_list', 'children': ['86', '87', '88']},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'node_score'},{'id': '88', 'type': 'call', 'children': ['89', '90']},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'Decryption'},{'id': '90', 'type': 'argument_list', 'children': ['91', '92', '98']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'plaintext'},{'id': '92', 'type': 'call', 'children': ['93', '96']},{'id': '93', 'type': 'attribute', 'children': ['94', '95']},{'id': '94', 'type': 'string', 'children': [], 'value': "''"},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '96', 'type': 'argument_list', 'children': ['97']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'node_score'},{'id': '99', 'type': 'function_definition', 'children': ['100', '101', '103']},{'id': '100', 'type': 'function_name', 'children': [], 'value': 'next_node_outer_climb'},{'id': '101', 'type': 'parameters', 'children': ['102']},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '103', 'type': 'block', 'children': ['104', '111', '126']},{'id': '104', 'type': 'expression_statement', 'children': ['105']},{'id': '105', 'type': 'call', 'children': ['106', '109']},{'id': '106', 'type': 'attribute', 'children': ['107', '108']},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'random'},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'shuffle'},{'id': '109', 'type': 'argument_list', 'children': ['110']},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '111', 'type': 'expression_statement', 'children': ['112']},{'id': '112', 'type': 'assignment', 'children': ['113', '117']},{'id': '113', 'type': 'pattern_list', 'children': ['114', '115', '116']},{'id': '114', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'best_score'},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'outputs'},{'id': '117', 'type': 'call', 'children': ['118', '119']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'hill_climb'},{'id': '119', 'type': 'argument_list', 'children': ['120', '121', '125']},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'nswaps'},{'id': '121', 'type': 'subscript', 'children': ['122', '123']},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'node'},{'id': '123', 'type': 'slice', 'children': ['124']},{'id': '124', 'type': 'colon', 'children': []},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'next_node_inner_climb'},{'id': '126', 'type': 'return_statement', 'children': ['127']},{'id': '127', 'type': 'expression_list', 'children': ['128', '129', '130']},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'best_score'},{'id': '130', 'type': 'subscript', 'children': ['131', '132']},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'outputs'},{'id': '132', 'type': 'unary_operator', 'children': ['133'], 'value': '-'},{'id': '133', 'type': 'integer', 'children': [], 'value': '1'},{'id': '134', 'type': 'expression_statement', 'children': ['135']},{'id': '135', 'type': 'assignment', 'children': ['136', '140']},{'id': '136', 'type': 'pattern_list', 'children': ['137', '138', '139']},{'id': '137', 'type': 'identifier', 'children': [], 'value': '_'},{'id': '138', 'type': 'identifier', 'children': [], 'value': '_'},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'decryptions'},{'id': '140', 'type': 'call', 'children': ['141', '142']},{'id': '141', 'type': 'identifier', 'children': [], 'value': 'hill_climb'},{'id': '142', 'type': 'argument_list', 'children': ['143', '144', '150']},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'ntrials'},{'id': '144', 'type': 'call', 'children': ['145', '146']},{'id': '145', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '146', 'type': 'argument_list', 'children': ['147']},{'id': '147', 'type': 'attribute', 'children': ['148', '149']},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'string'},{'id': '149', 'type': 'identifier', 'children': [], 'value': 'ascii_uppercase'},{'id': '150', 'type': 'identifier', 'children': [], 'value': 'next_node_outer_climb'},{'id': '151', 'type': 'return_statement', 'children': ['152']},{'id': '152', 'type': 'call', 'children': ['153', '154']},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '154', 'type': 'argument_list', 'children': ['155', '156']},{'id': '155', 'type': 'identifier', 'children': [], 'value': 'decryptions'},{'id': '156', 'type': 'keyword_argument', 'children': ['157', '158']},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '158', 'type': 'True', 'children': []}
def crack(ciphertext, *fitness_functions, ntrials=30, nswaps=3000): if ntrials <= 0 or nswaps <= 0: raise ValueError("ntrials and nswaps must be positive integers") def next_node_inner_climb(node): a, b = random.sample(range(len(node)), 2) node[a], node[b] = node[b], node[a] plaintext = decrypt(node, ciphertext) node_score = score(plaintext, *fitness_functions) return node, node_score, Decryption(plaintext, ''.join(node), node_score) def next_node_outer_climb(node): random.shuffle(node) key, best_score, outputs = hill_climb(nswaps, node[:], next_node_inner_climb) return key, best_score, outputs[-1] _, _, decryptions = hill_climb(ntrials, list(string.ascii_uppercase), next_node_outer_climb) return sorted(decryptions, reverse=True)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'key_periods'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'ciphertext'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'max_key_period'},{'id': '6', 'type': 'block', 'children': ['7', '17', '21', '64']},{'id': '7', 'type': 'if_statement', 'children': ['8', '11']},{'id': '8', 'type': 'comparison_operator', 'children': ['9', '10'], 'value': '<='},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'max_key_period'},{'id': '10', 'type': 'integer', 'children': [], 'value': '0'},{'id': '11', 'type': 'block', 'children': ['12']},{'id': '12', 'type': 'raise_statement', 'children': ['13']},{'id': '13', 'type': 'call', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '15', 'type': 'argument_list', 'children': ['16']},{'id': '16', 'type': 'string', 'children': [], 'value': '"max_key_period must be a positive integer"'},{'id': '17', 'type': 'expression_statement', 'children': ['18']},{'id': '18', 'type': 'assignment', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'key_scores'},{'id': '20', 'type': 'list', 'children': [], 'value': '[]'},{'id': '21', 'type': 'for_statement', 'children': ['22', '23', '37']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'period'},{'id': '23', 'type': 'call', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '25', 'type': 'argument_list', 'children': ['26', '27']},{'id': '26', 'type': 'integer', 'children': [], 'value': '1'},{'id': '27', 'type': 'binary_operator', 'children': ['28', '36'], 'value': '+'},{'id': '28', 'type': 'call', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'min'},{'id': '30', 'type': 'argument_list', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'max_key_period'},{'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': 'ciphertext'},{'id': '36', 'type': 'integer', 'children': [], 'value': '1'},{'id': '37', 'type': 'block', 'children': ['38', '55']},{'id': '38', 'type': 'expression_statement', 'children': ['39']},{'id': '39', 'type': 'assignment', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'score'},{'id': '41', 'type': 'call', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'abs'},{'id': '43', 'type': 'argument_list', 'children': ['44']},{'id': '44', 'type': 'binary_operator', 'children': ['45', '46'], 'value': '-'},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'ENGLISH_IC'},{'id': '46', 'type': 'call', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'index_of_coincidence'},{'id': '48', 'type': 'argument_list', 'children': ['49']},{'id': '49', 'type': 'list_splat', 'children': ['50']},{'id': '50', 'type': 'call', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'split_columns'},{'id': '52', 'type': 'argument_list', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'ciphertext'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'period'},{'id': '55', 'type': 'expression_statement', 'children': ['56']},{'id': '56', 'type': 'call', 'children': ['57', '60']},{'id': '57', 'type': 'attribute', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'key_scores'},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '60', 'type': 'argument_list', 'children': ['61']},{'id': '61', 'type': 'tuple', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'period'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'score'},{'id': '64', 'type': 'return_statement', 'children': ['65']},{'id': '65', 'type': 'list_comprehension', 'children': ['66', '69']},{'id': '66', 'type': 'subscript', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'p'},{'id': '68', 'type': 'integer', 'children': [], 'value': '0'},{'id': '69', 'type': 'for_in_clause', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'p'},{'id': '71', 'type': 'call', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '73', 'type': 'argument_list', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'key_scores'},{'id': '75', 'type': 'keyword_argument', 'children': ['76', '77']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '77', 'type': 'lambda', 'children': ['78', '80']},{'id': '78', 'type': 'lambda_parameters', 'children': ['79']},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '80', 'type': 'subscript', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '82', 'type': 'integer', 'children': [], 'value': '1'}
def key_periods(ciphertext, max_key_period): if max_key_period <= 0: raise ValueError("max_key_period must be a positive integer") key_scores = [] for period in range(1, min(max_key_period, len(ciphertext)) + 1): score = abs(ENGLISH_IC - index_of_coincidence(*split_columns(ciphertext, period))) key_scores.append((period, score)) return [p[0] for p in sorted(key_scores, key=lambda x: x[1])]
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '16']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'crack'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '7', '10', '13']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'ciphertext'},{'id': '5', 'type': 'list_splat_pattern', 'children': ['6']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'fitness_functions'},{'id': '7', 'type': 'default_parameter', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'min_key'},{'id': '9', 'type': 'integer', 'children': [], 'value': '0'},{'id': '10', 'type': 'default_parameter', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'max_key'},{'id': '12', 'type': 'integer', 'children': [], 'value': '26'},{'id': '13', 'type': 'default_parameter', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'shift_function'},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'shift_case_english'},{'id': '16', 'type': 'block', 'children': ['17', '27', '31', '67']},{'id': '17', 'type': 'if_statement', 'children': ['18', '21']},{'id': '18', 'type': 'comparison_operator', 'children': ['19', '20'], 'value': '>='},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'min_key'},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'max_key'},{'id': '21', 'type': 'block', 'children': ['22']},{'id': '22', 'type': 'raise_statement', 'children': ['23']},{'id': '23', 'type': 'call', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '25', 'type': 'argument_list', 'children': ['26']},{'id': '26', 'type': 'string', 'children': [], 'value': '"min_key cannot exceed max_key"'},{'id': '27', 'type': 'expression_statement', 'children': ['28']},{'id': '28', 'type': 'assignment', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'decryptions'},{'id': '30', 'type': 'list', 'children': [], 'value': '[]'},{'id': '31', 'type': 'for_statement', 'children': ['32', '33', '38']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '33', 'type': 'call', 'children': ['34', '35']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'range'},{'id': '35', 'type': 'argument_list', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'min_key'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'max_key'},{'id': '38', 'type': 'block', 'children': ['39', '50']},{'id': '39', 'type': 'expression_statement', 'children': ['40']},{'id': '40', 'type': 'assignment', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'plaintext'},{'id': '42', 'type': 'call', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'decrypt'},{'id': '44', 'type': 'argument_list', 'children': ['45', '46', '47']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'ciphertext'},{'id': '47', 'type': 'keyword_argument', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'shift_function'},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'shift_function'},{'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': 'decryptions'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '55', 'type': 'argument_list', 'children': ['56']},{'id': '56', 'type': 'call', 'children': ['57', '58']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'Decryption'},{'id': '58', 'type': 'argument_list', 'children': ['59', '60', '61']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'plaintext'},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '61', 'type': 'call', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'score'},{'id': '63', 'type': 'argument_list', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'plaintext'},{'id': '65', 'type': 'list_splat', 'children': ['66']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'fitness_functions'},{'id': '67', 'type': 'return_statement', 'children': ['68']},{'id': '68', 'type': 'call', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '70', 'type': 'argument_list', 'children': ['71', '72']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'decryptions'},{'id': '72', 'type': 'keyword_argument', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '74', 'type': 'True', 'children': []}
def crack(ciphertext, *fitness_functions, min_key=0, max_key=26, shift_function=shift_case_english): if min_key >= max_key: raise ValueError("min_key cannot exceed max_key") decryptions = [] for key in range(min_key, max_key): plaintext = decrypt(key, ciphertext, shift_function=shift_function) decryptions.append(Decryption(plaintext, key, score(plaintext, *fitness_functions))) return sorted(decryptions, reverse=True)
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def get_sort_limit(): limit = _.convert(get("sort_limit"), _.to_int) if (limit < 1): limit = None return limit
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def get_sort_on(allowed_indexes=None): sort_on = get("sort_on") if allowed_indexes and sort_on not in allowed_indexes: logger.warn("Index '{}' is not in allowed_indexes".format(sort_on)) return None return sort_on
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def to_list(thing): if thing is None: return [] if isinstance(thing, set): return list(thing) if isinstance(thing, types.StringTypes): if thing.startswith("["): return ast.literal_eval(thing) if not (is_list(thing) or is_tuple(thing)): return [thing] return list(thing)
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def get_sort_spec(self): all_indexes = self.catalog.get_indexes() si = req.get_sort_on(allowed_indexes=all_indexes) so = req.get_sort_order() return si, so
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort_dict'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '7', 'type': 'block', 'children': ['8', '10']},{'id': '8', 'type': 'expression_statement', 'children': ['9']},{'id': '9', 'type': 'string', 'children': [], 'value': "'''Sort a list of dictionaries by dictionary key'''"},{'id': '10', 'type': 'return_statement', 'children': ['11']},{'id': '11', 'type': 'conditional_expression', 'children': ['12', '22', '23'], 'value': 'if'},{'id': '12', 'type': 'call', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '14', 'type': 'argument_list', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '16', 'type': 'keyword_argument', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '18', 'type': 'call', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'itemgetter'},{'id': '20', 'type': 'argument_list', 'children': ['21']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '23', 'type': 'list', 'children': [], 'value': '[]'}
def sort_dict(self, data, key): '''Sort a list of dictionaries by dictionary key''' return sorted(data, key=itemgetter(key)) if data else []
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'block', 'children': ['16']},{'id': '16', 'type': 'expression_statement', 'children': ['17']},{'id': '17', 'type': 'assignment', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'drops'},{'id': '19', 'type': 'call', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'getattr'},{'id': '21', 'type': 'argument_list', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'obj'},{'id': '23', 'type': 'attribute', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'drops_type'},{'id': '26', 'type': 'except_clause', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'AttributeError'},{'id': '28', 'type': 'block', 'children': ['29']},{'id': '29', 'type': 'try_statement', 'children': ['30', '44']},{'id': '30', 'type': 'block', 'children': ['31']},{'id': '31', 'type': 'expression_statement', 'children': ['32']},{'id': '32', 'type': 'assignment', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'drops'},{'id': '34', 'type': 'call', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'load_object'},{'id': '36', 'type': 'argument_list', 'children': ['37']},{'id': '37', 'type': 'binary_operator', 'children': ['38', '39'], 'value': '%'},{'id': '38', 'type': 'string', 'children': [], 'value': "'%s.%s'"},{'id': '39', 'type': 'tuple', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'dropin'},{'id': '41', 'type': 'attribute', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'drops_type'},{'id': '44', 'type': 'except_clause', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'ImportError'},{'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': 'drops'},{'id': '50', 'type': 'None', 'children': []},{'id': '51', 'type': 'if_statement', 'children': ['52', '57']},{'id': '52', 'type': 'call', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'hasattr'},{'id': '54', 'type': 'argument_list', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'drops'},{'id': '56', 'type': 'string', 'children': [], 'value': "'__drops__'"},{'id': '57', 'type': 'block', 'children': ['58']},{'id': '58', 'type': 'expression_statement', 'children': ['59']},{'id': '59', 'type': 'assignment', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'drops'},{'id': '61', 'type': 'attribute', 'children': ['62', '63']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'drops'},{'id': '63', 'type': 'identifier', 'children': [], 'value': '__drops__'},{'id': '64', 'type': 'if_statement', 'children': ['65', '69']},{'id': '65', 'type': 'call', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'callable'},{'id': '67', 'type': 'argument_list', 'children': ['68']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'drops'},{'id': '69', 'type': 'block', 'children': ['70']},{'id': '70', 'type': 'expression_statement', 'children': ['71']},{'id': '71', 'type': 'assignment', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'drops'},{'id': '73', 'type': 'call', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'drops'},{'id': '75', 'type': 'argument_list', 'children': ['76']},{'id': '76', 'type': 'attribute', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'app'},{'id': '79', 'type': 'return_statement', 'children': ['80']},{'id': '80', 'type': 'boolean_operator', 'children': ['81', '82'], 'value': 'or'},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'drops'},{'id': '82', 'type': 'list', 'children': [], 'value': '[]'}
def load_drops(self, dropin): obj = load_object(dropin) try: drops = getattr(obj, self.drops_type) except AttributeError: try: drops = load_object('%s.%s' % (dropin, self.drops_type)) except ImportError: drops = None if hasattr(drops, '__drops__'): drops = drops.__drops__ if callable(drops): drops = drops(self.app) return drops or []
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort_by'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'attr_or_key'},{'id': '6', 'type': 'default_parameter', 'children': ['7', '8']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'direction'},{'id': '8', 'type': 'string', 'children': [], 'value': "'asc'"},{'id': '9', 'type': 'block', 'children': ['10', '49', '69', '79']},{'id': '10', 'type': 'if_statement', 'children': ['11', '19', '26', '42']},{'id': '11', 'type': 'comparison_operator', 'children': ['12', '13'], 'value': 'in'},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'direction'},{'id': '13', 'type': 'tuple', 'children': ['14', '15', '16']},{'id': '14', 'type': 'string', 'children': [], 'value': "'+'"},{'id': '15', 'type': 'string', 'children': [], 'value': "'asc'"},{'id': '16', 'type': 'attribute', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'gtk'},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'SORT_ASCENDING'},{'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': 'direction'},{'id': '23', 'type': 'attribute', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'gtk'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'SORT_ASCENDING'},{'id': '26', 'type': 'elif_clause', 'children': ['27', '35']},{'id': '27', 'type': 'comparison_operator', 'children': ['28', '29'], 'value': 'in'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'direction'},{'id': '29', 'type': 'tuple', 'children': ['30', '31', '32']},{'id': '30', 'type': 'string', 'children': [], 'value': "'-'"},{'id': '31', 'type': 'string', 'children': [], 'value': "'desc'"},{'id': '32', 'type': 'attribute', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'gtk'},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'SORT_DESCENDING'},{'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': 'direction'},{'id': '39', 'type': 'attribute', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'gtk'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'SORT_DESCENDING'},{'id': '42', 'type': 'else_clause', 'children': ['43']},{'id': '43', 'type': 'block', 'children': ['44']},{'id': '44', 'type': 'raise_statement', 'children': ['45']},{'id': '45', 'type': 'call', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'AttributeError'},{'id': '47', 'type': 'argument_list', 'children': ['48']},{'id': '48', 'type': 'string', 'children': [], 'value': "'unrecognised direction'"},{'id': '49', 'type': 'if_statement', 'children': ['50', '54', '61']},{'id': '50', 'type': 'call', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'callable'},{'id': '52', 'type': 'argument_list', 'children': ['53']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'attr_or_key'},{'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': 'sort_func'},{'id': '58', 'type': 'attribute', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '60', 'type': 'identifier', 'children': [], 'value': '_key_sort_func'},{'id': '61', 'type': 'else_clause', 'children': ['62']},{'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': 'sort_func'},{'id': '66', 'type': 'attribute', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '68', 'type': 'identifier', 'children': [], 'value': '_attr_sort_func'},{'id': '69', 'type': 'expression_statement', 'children': ['70']},{'id': '70', 'type': 'call', 'children': ['71', '76']},{'id': '71', 'type': 'attribute', 'children': ['72', '75']},{'id': '72', 'type': 'attribute', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'model'},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'set_default_sort_func'},{'id': '76', 'type': 'argument_list', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'sort_func'},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'attr_or_key'},{'id': '79', 'type': 'expression_statement', 'children': ['80']},{'id': '80', 'type': 'call', 'children': ['81', '86']},{'id': '81', 'type': 'attribute', 'children': ['82', '85']},{'id': '82', 'type': 'attribute', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'model'},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'set_sort_column_id'},{'id': '86', 'type': 'argument_list', 'children': ['87', '89']},{'id': '87', 'type': 'unary_operator', 'children': ['88'], 'value': '-'},{'id': '88', 'type': 'integer', 'children': [], 'value': '1'},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'direction'}
def sort_by(self, attr_or_key, direction='asc'): if direction in ('+', 'asc', gtk.SORT_ASCENDING): direction = gtk.SORT_ASCENDING elif direction in ('-', 'desc', gtk.SORT_DESCENDING): direction = gtk.SORT_DESCENDING else: raise AttributeError('unrecognised direction') if callable(attr_or_key): sort_func = self._key_sort_func else: sort_func = self._attr_sort_func self.model.set_default_sort_func(sort_func, attr_or_key) self.model.set_sort_column_id(-1, direction)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'load_file'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'filepath'},{'id': '6', 'type': 'block', 'children': ['7', '13', '28', '43', '64']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '12']},{'id': '9', 'type': 'attribute', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'file_path'},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'filepath'},{'id': '13', 'type': 'expression_statement', 'children': ['14']},{'id': '14', 'type': 'assignment', 'children': ['15', '20']},{'id': '15', 'type': 'pattern_list', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': '_'},{'id': '17', 'type': 'attribute', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'file_type'},{'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': 'os'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'splitext'},{'id': '26', 'type': 'argument_list', 'children': ['27']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'filepath'},{'id': '28', 'type': 'expression_statement', 'children': ['29']},{'id': '29', 'type': 'assignment', 'children': ['30', '35']},{'id': '30', 'type': 'pattern_list', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': '_'},{'id': '32', 'type': 'attribute', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'file_name'},{'id': '35', 'type': 'call', 'children': ['36', '41']},{'id': '36', 'type': 'attribute', 'children': ['37', '40']},{'id': '37', 'type': 'attribute', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'os'},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'split'},{'id': '41', 'type': 'argument_list', 'children': ['42']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'filepath'},{'id': '43', 'type': 'with_statement', 'children': ['44', '53']},{'id': '44', 'type': 'with_clause', 'children': ['45']},{'id': '45', 'type': 'with_item', 'children': ['46']},{'id': '46', 'type': 'as_pattern', 'children': ['47', '51']},{'id': '47', 'type': 'call', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'open'},{'id': '49', 'type': 'argument_list', 'children': ['50']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'filepath'},{'id': '51', 'type': 'as_pattern_target', 'children': ['52']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'ffile'},{'id': '53', 'type': 'block', 'children': ['54']},{'id': '54', 'type': 'expression_statement', 'children': ['55']},{'id': '55', 'type': 'assignment', 'children': ['56', '59']},{'id': '56', 'type': 'attribute', 'children': ['57', '58']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'file_content'},{'id': '59', 'type': 'call', 'children': ['60', '63']},{'id': '60', 'type': 'attribute', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'ffile'},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'readlines'},{'id': '63', 'type': 'argument_list', 'children': []},{'id': '64', 'type': 'return_statement', 'children': ['65']},{'id': '65', 'type': '()', 'children': ['66']},{'id': '66', 'type': 'call', 'children': ['67', '74']},{'id': '67', 'type': 'subscript', 'children': ['68', '71']},{'id': '68', 'type': 'attribute', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '70', 'type': 'identifier', 'children': [], 'value': '_load_funcs'},{'id': '71', 'type': 'attribute', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'file_type'},{'id': '74', 'type': 'argument_list', 'children': []}
def load_file(self, filepath): self.file_path = filepath _, self.file_type = os.path.splitext(filepath) _, self.file_name = os.path.split(filepath) with open(filepath) as ffile: self.file_content = ffile.readlines() return (self._load_funcs[self.file_type]())
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '25']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'find'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11', '14', '17', '20', '23']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'limit'},{'id': '7', 'type': 'None', 'children': []},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '10', 'type': 'False', 'children': []},{'id': '11', 'type': 'default_parameter', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '13', 'type': 'None', 'children': []},{'id': '14', 'type': 'default_parameter', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'exclude'},{'id': '16', 'type': 'None', 'children': []},{'id': '17', 'type': 'default_parameter', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'duplicates'},{'id': '19', 'type': 'True', 'children': []},{'id': '20', 'type': 'default_parameter', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'pretty'},{'id': '22', 'type': 'False', 'children': []},{'id': '23', 'type': 'dictionary_splat_pattern', 'children': ['24']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'filters'},{'id': '25', 'type': 'block', 'children': ['26', '35', '46', '59', '68', '72', '235', '253']},{'id': '26', 'type': 'if_statement', 'children': ['27', '30']},{'id': '27', 'type': 'comparison_operator', 'children': ['28', '29'], 'value': 'is'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'exclude'},{'id': '29', 'type': 'None', 'children': []},{'id': '30', 'type': 'block', 'children': ['31']},{'id': '31', 'type': 'expression_statement', 'children': ['32']},{'id': '32', 'type': 'assignment', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'exclude'},{'id': '34', 'type': 'list', 'children': [], 'value': '[]'},{'id': '35', 'type': 'if_statement', 'children': ['36', '39']},{'id': '36', 'type': 'comparison_operator', 'children': ['37', '38'], 'value': 'not'},{'id': '37', 'type': 'string', 'children': [], 'value': "'href'"},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'filters'},{'id': '39', 'type': 'block', 'children': ['40']},{'id': '40', 'type': 'expression_statement', 'children': ['41']},{'id': '41', 'type': 'assignment', 'children': ['42', '45']},{'id': '42', 'type': 'subscript', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'filters'},{'id': '44', 'type': 'string', 'children': [], 'value': "'href'"},{'id': '45', 'type': 'True', 'children': []},{'id': '46', 'type': 'expression_statement', 'children': ['47']},{'id': '47', 'type': 'assignment', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'search'},{'id': '49', 'type': 'call', 'children': ['50', '55']},{'id': '50', 'type': 'attribute', 'children': ['51', '54']},{'id': '51', 'type': 'attribute', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '53', 'type': 'identifier', 'children': [], 'value': '_soup'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'findAll'},{'id': '55', 'type': 'argument_list', 'children': ['56', '57']},{'id': '56', 'type': 'string', 'children': [], 'value': "'a'"},{'id': '57', 'type': 'dictionary_splat', 'children': ['58']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'filters'},{'id': '59', 'type': 'if_statement', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '61', 'type': 'block', 'children': 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'children': ['77']},{'id': '77', 'type': 'assignment', 'children': ['78', '79']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'build_link'},{'id': '79', 'type': 'attribute', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'anchor'},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'attrs'},{'id': '82', 'type': 'try_statement', 'children': ['83', '95']},{'id': '83', 'type': 'block', 'children': ['84']},{'id': '84', 'type': 'expression_statement', 'children': ['85']},{'id': '85', 'type': 'assignment', 'children': ['86', '89']},{'id': '86', 'type': 'subscript', 'children': ['87', '88']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'build_link'},{'id': '88', 'type': 'string', 'children': [], 'value': "u'seo'"},{'id': '89', 'type': 'call', 'children': ['90', '91']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'seoify_hyperlink'},{'id': '91', 'type': 'argument_list', 'children': ['92']},{'id': '92', 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'identifier', 'children': [], 'value': 'links'},{'id': '243', 'type': 'call', 'children': ['244', '245']},{'id': '244', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '245', 'type': 'argument_list', 'children': ['246', '247', '250']},{'id': '246', 'type': 'identifier', 'children': [], 'value': 'links'},{'id': '247', 'type': 'keyword_argument', 'children': ['248', '249']},{'id': '248', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '249', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '250', 'type': 'keyword_argument', 'children': ['251', '252']},{'id': '251', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '252', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '253', 'type': 'if_statement', 'children': ['254', '255', '274']},{'id': '254', 'type': 'identifier', 'children': [], 'value': 'pretty'},{'id': '255', 'type': 'block', 'children': ['256', '267']},{'id': '256', 'type': 'expression_statement', 'children': ['257']},{'id': '257', 'type': 'assignment', 'children': ['258', '259']},{'id': '258', 'type': 'identifier', 'children': [], 'value': 'pp'},{'id': '259', 'type': 'call', 'children': ['260', '263']},{'id': '260', 'type': 'attribute', 'children': ['261', '262']},{'id': '261', 'type': 'identifier', 'children': [], 'value': 'pprint'},{'id': '262', 'type': 'identifier', 'children': [], 'value': 'PrettyPrinter'},{'id': '263', 'type': 'argument_list', 'children': ['264']},{'id': '264', 'type': 'keyword_argument', 'children': ['265', '266']},{'id': '265', 'type': 'identifier', 'children': [], 'value': 'indent'},{'id': '266', 'type': 'integer', 'children': [], 'value': '4'},{'id': '267', 'type': 'return_statement', 'children': ['268']},{'id': '268', 'type': 'call', 'children': ['269', '272']},{'id': '269', 'type': 'attribute', 'children': ['270', '271']},{'id': '270', 'type': 'identifier', 'children': [], 'value': 'pp'},{'id': '271', 'type': 'identifier', 'children': [], 'value': 'pprint'},{'id': '272', 'type': 'argument_list', 'children': ['273']},{'id': '273', 'type': 'identifier', 'children': [], 'value': 'links'},{'id': '274', 'type': 'else_clause', 'children': ['275']},{'id': '275', 'type': 'block', 'children': ['276']},{'id': '276', 'type': 'return_statement', 'children': ['277']},{'id': '277', 'type': 'identifier', 'children': [], 'value': 'links'}
def find(self, limit=None, reverse=False, sort=None, exclude=None, duplicates=True, pretty=False, **filters): if exclude is None: exclude = [] if 'href' not in filters: filters['href'] = True search = self._soup.findAll('a', **filters) if reverse: search.reverse() links = [] for anchor in search: build_link = anchor.attrs try: build_link[u'seo'] = seoify_hyperlink(anchor['href']) except KeyError: pass try: build_link[u'text'] = anchor.string or build_link['seo'] except KeyError: pass ignore_link = False for nixd in exclude: for key, value in six.iteritems(nixd): if key in build_link: if (isinstance(build_link[key], collections.Iterable) and not isinstance(build_link[key], six.string_types)): for item in build_link[key]: ignore_link = exclude_match(value, item) else: ignore_link = exclude_match(value, build_link[key]) if not duplicates: for link in links: if link['href'] == anchor['href']: ignore_link = True if not ignore_link: links.append(build_link) if limit is not None and len(links) == limit: break if sort is not None: links = sorted(links, key=sort, reverse=reverse) if pretty: pp = pprint.PrettyPrinter(indent=4) return pp.pprint(links) else: return links
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def __draw_cmp(self, obj1, obj2): if obj1.draw_order > obj2.draw_order: return 1 elif obj1.draw_order < obj2.draw_order: return -1 else: return 0
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def __up_cmp(self, obj1, obj2): if obj1.update_order > obj2.update_order: return 1 elif obj1.update_order < obj2.update_order: return -1 else: return 0
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['178']},{'id': '178', 'type': 'expression_statement', 'children': ['179']},{'id': '179', 'type': 'call', 'children': ['180', '183']},{'id': '180', 'type': 'attribute', 'children': ['181', '182']},{'id': '181', 'type': 'identifier', 'children': [], 'value': 'locations'},{'id': '182', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '183', 'type': 'argument_list', 'children': ['184']},{'id': '184', 'type': 'identifier', 'children': [], 'value': 'location'},{'id': '185', 'type': 'except_clause', 'children': ['186', '189']},{'id': '186', 'type': 'attribute', 'children': ['187', '188']},{'id': '187', 'type': 'identifier', 'children': [], 'value': 'socket'},{'id': '188', 'type': 'identifier', 'children': [], 'value': 'timeout'},{'id': '189', 'type': 'block', 'children': ['190']},{'id': '190', 'type': 'break_statement', 'children': []},{'id': '191', 'type': 'expression_statement', 'children': ['192']},{'id': '192', 'type': 'assignment', 'children': ['193', '194']},{'id': '193', 'type': 'identifier', 'children': [], 'value': 'devices'},{'id': '194', 'type': 'list_comprehension', 'children': ['195', '199']},{'id': '195', 'type': 'call', 'children': ['196', '197']},{'id': '196', 'type': 'identifier', 'children': [], 'value': 'RaumfeldDevice'},{'id': '197', 'type': 'argument_list', 'children': ['198']},{'id': '198', 'type': 'identifier', 'children': [], 'value': 'location'},{'id': '199', 'type': 'for_in_clause', 'children': ['200', '201']},{'id': '200', 'type': 'identifier', 'children': [], 'value': 'location'},{'id': '201', 'type': 'identifier', 'children': [], 'value': 'locations'},{'id': '202', 'type': 'return_statement', 'children': ['203']},{'id': '203', 'type': 'call', 'children': ['204', '205']},{'id': '204', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '205', 'type': 'argument_list', 'children': ['206', '217']},{'id': '206', 'type': 'list_comprehension', 'children': ['207', '208', '211']},{'id': '207', 'type': 'identifier', 'children': [], 'value': 'device'},{'id': '208', 'type': 'for_in_clause', 'children': ['209', '210']},{'id': '209', 'type': 'identifier', 'children': [], 'value': 'device'},{'id': '210', 'type': 'identifier', 'children': [], 'value': 'devices'},{'id': '211', 'type': 'if_clause', 'children': ['212']},{'id': '212', 'type': 'comparison_operator', 'children': ['213', '216'], 'value': '=='},{'id': '213', 'type': 'attribute', 'children': ['214', '215']},{'id': '214', 'type': 'identifier', 'children': [], 'value': 'device'},{'id': '215', 'type': 'identifier', 'children': [], 'value': 'model_description'},{'id': '216', 'type': 'string', 'children': [], 'value': "'Virtual Media Player'"},{'id': '217', 'type': 'keyword_argument', 'children': ['218', '219']},{'id': '218', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '219', 'type': 'lambda', 'children': ['220', '222']},{'id': '220', 'type': 'lambda_parameters', 'children': ['221']},{'id': '221', 'type': 'identifier', 'children': [], 'value': 'device'},{'id': '222', 'type': 'attribute', 'children': ['223', '224']},{'id': '223', 'type': 'identifier', 'children': [], 'value': 'device'},{'id': '224', 'type': 'identifier', 'children': [], 'value': 'friendly_name'}
def discover(timeout=1, retries=1): locations = [] group = ('239.255.255.250', 1900) service = 'ssdp:urn:schemas-upnp-org:device:MediaRenderer:1' message = '\r\n'.join(['M-SEARCH * HTTP/1.1', 'HOST: {group[0]}:{group[1]}', 'MAN: "ssdp:discover"', 'ST: {st}', 'MX: 1', '', '']).format(group=group, st=service) socket.setdefaulttimeout(timeout) for _ in range(retries): sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM, socket.IPPROTO_UDP) sock.setsockopt(socket.SOL_SOCKET, socket.SO_REUSEADDR, 1) sock.setsockopt(socket.IPPROTO_IP, socket.IP_MULTICAST_TTL, 2) sock.sendto(message.encode('utf-8'), group) while True: try: response = sock.recv(2048).decode('utf-8') for line in response.split('\r\n'): if line.startswith('Location: '): location = line.split(' ')[1].strip() if not location in locations: locations.append(location) except socket.timeout: break devices = [RaumfeldDevice(location) for location in locations] return sorted([device for device in devices if device.model_description == 'Virtual Media Player'], key=lambda device: device.friendly_name)
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def get_user_trades(self, limit=0, offset=0, sort='desc'): self._log('get user trades') res = self._rest_client.post( endpoint='/user_transactions', payload={ 'book': self.name, 'limit': limit, 'offset': offset, 'sort': sort } ) return res[:limit] if len(res) > limit > 0 else res
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def sort(self, col: str): try: self.df = self.df.copy().sort_values(col) except Exception as e: self.err(e, "Can not sort the dataframe from column " + str(col))
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'map'},{'id': '280', 'type': 'argument_list', 'children': ['281', '282']},{'id': '281', 'type': 'identifier', 'children': [], 'value': 'cross'},{'id': '282', 'type': 'call', 'children': ['283', '284']},{'id': '283', 'type': 'identifier', 'children': [], 'value': 'xrange'},{'id': '284', 'type': 'argument_list', 'children': ['285']},{'id': '285', 'type': 'identifier', 'children': [], 'value': 'machines'},{'id': '286', 'type': 'for_statement', 'children': ['287', '288', '289']},{'id': '287', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '288', 'type': 'identifier', 'children': [], 'value': 'generation'},{'id': '289', 'type': 'block', 'children': ['290']},{'id': '290', 'type': 'if_statement', 'children': ['291', '298']},{'id': '291', 'type': 'comparison_operator', 'children': ['292', '297'], 'value': '>'},{'id': '292', 'type': 'call', 'children': ['293', '296']},{'id': '293', 'type': 'attribute', 'children': ['294', '295']},{'id': '294', 'type': 'identifier', 'children': [], 'value': 'random'},{'id': '295', 'type': 'identifier', 'children': [], 'value': 'random'},{'id': '296', 'type': 'argument_list', 'children': []},{'id': '297', 'type': 'identifier', 'children': [], 'value': 'mutation_rate'},{'id': '298', 'type': 'block', 'children': ['299']},{'id': '299', 'type': 'expression_statement', 'children': ['300']},{'id': '300', 'type': 'call', 'children': ['301', '304']},{'id': '301', 'type': 'attribute', 'children': ['302', '303']},{'id': '302', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '303', 'type': 'identifier', 'children': [], 'value': 'mutate'},{'id': '304', 'type': 'argument_list', 'children': []},{'id': '305', 'type': 'expression_statement', 'children': ['306']},{'id': '306', 'type': 'call', 'children': ['307', '308']},{'id': '307', 'type': 'identifier', 'children': [], 'value': 'log'},{'id': '308', 'type': 'argument_list', 'children': ['309']},{'id': '309', 'type': 'binary_operator', 'children': ['310', '311'], 'value': '%'},{'id': '310', 'type': 'string', 'children': [], 'value': '"\\rgen %d 1-fitness %.12f avg code len %.2f avg stack len %.2f\\n"'},{'id': '311', 'type': 'tuple', 'children': ['312', '313', '325', '338']},{'id': '312', 'type': 'identifier', 'children': [], 'value': 'iterations'},{'id': '313', 'type': 'call', 'children': ['314', '315']},{'id': '314', 'type': 'identifier', 'children': [], 'value': 'average'},{'id': '315', 'type': 'argument_list', 'children': ['316', '317']},{'id': '316', 'type': 'identifier', 'children': [], 'value': 'survivors'},{'id': '317', 'type': 'lambda', 'children': ['318', '320']},{'id': '318', 'type': 'lambda_parameters', 'children': ['319']},{'id': '319', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '320', 'type': 'call', 'children': ['321', '324']},{'id': '321', 'type': 'attribute', 'children': ['322', '323']},{'id': '322', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '323', 'type': 'identifier', 'children': [], 'value': 'score'},{'id': '324', 'type': 'argument_list', 'children': []},{'id': '325', 'type': 'call', 'children': ['326', '327']},{'id': '326', 'type': 'identifier', 'children': [], 'value': 'average'},{'id': '327', 'type': 'argument_list', 'children': ['328', '329']},{'id': '328', 'type': 'identifier', 'children': [], 'value': 'survivors'},{'id': '329', 'type': 'lambda', 'children': ['330', '332']},{'id': '330', 'type': 'lambda_parameters', 'children': ['331']},{'id': '331', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '332', 'type': 'call', 'children': ['333', '334']},{'id': '333', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '334', 'type': 'argument_list', 'children': ['335']},{'id': '335', 'type': 'attribute', 'children': ['336', '337']},{'id': '336', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '337', 'type': 'identifier', 'children': [], 'value': 'code'},{'id': '338', 'type': 'call', 'children': ['339', '340']},{'id': '339', 'type': 'identifier', 'children': [], 'value': 'average'},{'id': '340', 'type': 'argument_list', 'children': ['341', '342']},{'id': '341', 'type': 'identifier', 'children': [], 'value': 'survivors'},{'id': '342', 'type': 'lambda', 'children': ['343', '345']},{'id': '343', 'type': 'lambda_parameters', 'children': ['344']},{'id': '344', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '345', 'type': 'binary_operator', 'children': ['346', '352'], 'value': '+'},{'id': '346', 'type': 'call', 'children': ['347', '348']},{'id': '347', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '348', 'type': 'argument_list', 'children': ['349']},{'id': '349', 'type': 'attribute', 'children': ['350', '351']},{'id': '350', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '351', 'type': 'identifier', 'children': [], 'value': 'stack'},{'id': '352', 'type': 'call', 'children': ['353', '354']},{'id': '353', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '354', 'type': 'argument_list', 'children': ['355']},{'id': '355', 'type': 'attribute', 'children': ['356', '357']},{'id': '356', 'type': 'identifier', 'children': [], 'value': 'm'},{'id': '357', 'type': 'identifier', 'children': [], 'value': 'return_stack'},{'id': '358', 'type': 'except_clause', 'children': ['359', '360']},{'id': '359', 'type': 'identifier', 'children': [], 'value': 'KeyboardInterrupt'},{'id': '360', 'type': 'block', 'children': ['361']},{'id': '361', 'type': 'pass_statement', 'children': []},{'id': '362', 'type': 'return_statement', 'children': ['363']},{'id': '363', 'type': 'identifier', 'children': [], 'value': 'survivors'}
def iterate(MachineClass, stop_function=lambda iterations: iterations < 10000, machines=1000, survival_rate=0.05, mutation_rate=0.075, silent=False): def make_random(n): return MachineClass().randomize() def run_once(m): m.setUp() m.run() m.tearDown() return m def make_offspring(survivors): a = stochastic_choice(survivors) b = stochastic_choice(survivors) return a.crossover(b) generation = map(make_random, xrange(machines)) survivors = generation if silent: log = lambda s,stream=None: None else: log = _log try: iterations = 0 while not stop_function(iterations, survivors): iterations += 1 log("running ... ") generation = map(run_once, generation) generation = sorted(generation, key=lambda m: m.score()) survivors = generation[:int(survival_rate * len(generation))] for s in survivors: if len(s.code) >= 50: s.code = s.code[:50] survivors = [s for s in survivors if len(s.code)>0] if len(survivors) == 0: log("\nNo survivors, restarting") survivors = map(make_random, xrange(machines)) generation = survivors continue log("crossover ... ") cross = lambda _: make_offspring(survivors) generation = map(cross, xrange(machines)) for m in generation: if random.random() > mutation_rate: m.mutate() log("\rgen %d 1-fitness %.12f avg code len %.2f avg stack len %.2f\n" % (iterations, average(survivors, lambda m: m.score()), average(survivors, lambda m: len(m.code)), average(survivors, lambda m: len(m.stack) + len(m.return_stack)))) except KeyboardInterrupt: pass return survivors
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def count_account(self, domain): selector = domain.to_selector() cos_list = self.request_list('CountAccount', {'domain': selector}) ret = [] for i in cos_list: count = int(i['_content']) ret.append((zobjects.ClassOfService.from_dict(i), count)) return list(ret)
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'type': 'block', 'children': ['76']},{'id': '76', 'type': 'if_statement', 'children': ['77', '84', '100']},{'id': '77', 'type': 'call', 'children': ['78', '79']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'isinstance'},{'id': '79', 'type': 'argument_list', 'children': ['80', '83']},{'id': '80', 'type': 'subscript', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'search_response'},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'obj_type'},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '84', 'type': 'block', 'children': ['85']},{'id': '85', 'type': 'expression_statement', 'children': ['86']},{'id': '86', 'type': 'assignment', 'children': ['87', '90']},{'id': '87', 'type': 'subscript', 'children': ['88', '89']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'obj_type'},{'id': '90', 'type': 'list_comprehension', 'children': ['91', '95']},{'id': '91', 'type': 'call', 'children': ['92', '93']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'func'},{'id': '93', 'type': 'argument_list', 'children': ['94']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '95', 'type': 'for_in_clause', 'children': ['96', '97']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '97', 'type': 'subscript', 'children': ['98', '99']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'search_response'},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'obj_type'},{'id': '100', 'type': 'else_clause', 'children': ['101']},{'id': '101', 'type': 'block', 'children': ['102']},{'id': '102', 'type': 'expression_statement', 'children': ['103']},{'id': '103', 'type': 'assignment', 'children': ['104', '107']},{'id': '104', 'type': 'subscript', 'children': ['105', '106']},{'id': '105', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'obj_type'},{'id': '107', 'type': 'call', 'children': ['108', '109']},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'func'},{'id': '109', 'type': 'argument_list', 'children': ['110']},{'id': '110', 'type': 'subscript', 'children': ['111', '112']},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'search_response'},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'obj_type'},{'id': '113', 'type': 'return_statement', 'children': ['114']},{'id': '114', 'type': 'identifier', 'children': [], 'value': 'result'}
def search_directory(self, **kwargs): search_response = self.request('SearchDirectory', kwargs) result = {} items = { "account": zobjects.Account.from_dict, "domain": zobjects.Domain.from_dict, "dl": zobjects.DistributionList.from_dict, "cos": zobjects.COS.from_dict, "calresource": zobjects.CalendarResource.from_dict } for obj_type, func in items.items(): if obj_type in search_response: if isinstance(search_response[obj_type], list): result[obj_type] = [ func(v) for v in search_response[obj_type]] else: result[obj_type] = func(search_response[obj_type]) return result
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'search'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '6', 'type': 'dictionary_splat_pattern', 'children': ['7']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '8', 'type': 'block', 'children': ['9', '13', '22']},{'id': '9', 'type': 'expression_statement', 'children': ['10']},{'id': '10', 'type': 'assignment', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'content'},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '13', 'type': 'expression_statement', 'children': ['14']},{'id': '14', 'type': 'assignment', 'children': ['15', '18']},{'id': '15', 'type': 'subscript', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'content'},{'id': '17', 'type': 'string', 'children': [], 'value': "'query'"},{'id': '18', 'type': 'dictionary', 'children': ['19']},{'id': '19', 'type': 'pair', 'children': ['20', '21']},{'id': '20', 'type': 'string', 'children': [], 'value': "'_content'"},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '22', 'type': 'return_statement', 'children': ['23']},{'id': '23', 'type': 'call', 'children': ['24', '27']},{'id': '24', 'type': 'attribute', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'request'},{'id': '27', 'type': 'argument_list', 'children': ['28', '29']},{'id': '28', 'type': 'string', 'children': [], 'value': "'Search'"},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'content'}
def search(self, query, **kwargs): content = kwargs content['query'] = {'_content': query} return self.request('Search', content)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_call_zincrby'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '9']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'command'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '7', 'type': 'list_splat_pattern', 'children': ['8']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '9', 'type': 'dictionary_splat_pattern', 'children': ['10']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '11', 'type': 'block', 'children': ['12', '25']},{'id': '12', 'type': 'if_statement', 'children': ['13', '16']},{'id': '13', 'type': 'attribute', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'indexable'},{'id': '16', 'type': 'block', 'children': ['17']},{'id': '17', 'type': 'expression_statement', 'children': ['18']},{'id': '18', 'type': 'call', 'children': ['19', '22']},{'id': '19', 'type': 'attribute', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '22', 'type': 'argument_list', 'children': ['23']},{'id': '23', 'type': 'list', 'children': ['24'], 'value': '[value]'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '25', 'type': 'return_statement', 'children': ['26']},{'id': '26', 'type': 'call', 'children': ['27', '30']},{'id': '27', 'type': 'attribute', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '29', 'type': 'identifier', 'children': [], 'value': '_traverse_command'},{'id': '30', 'type': 'argument_list', 'children': ['31', '32', '33', '35']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'command'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '33', 'type': 'list_splat', 'children': ['34']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'args'},{'id': '35', 'type': 'dictionary_splat', 'children': ['36']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'kwargs'}
def _call_zincrby(self, command, value, *args, **kwargs): if self.indexable: self.index([value]) return self._traverse_command(command, value, *args, **kwargs)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_extract_value_from_storage'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'string'},{'id': '6', 'type': 'block', 'children': ['7', '18', '26']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'parts'},{'id': '10', 'type': 'call', 'children': ['11', '14']},{'id': '11', 'type': 'attribute', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'string'},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'split'},{'id': '14', 'type': 'argument_list', 'children': ['15']},{'id': '15', 'type': 'attribute', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'separator'},{'id': '18', 'type': 'expression_statement', 'children': ['19']},{'id': '19', 'type': 'assignment', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'pk'},{'id': '21', 'type': 'call', 'children': ['22', '25']},{'id': '22', 'type': 'attribute', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'parts'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'pop'},{'id': '25', 'type': 'argument_list', 'children': []},{'id': '26', 'type': 'return_statement', 'children': ['27']},{'id': '27', 'type': 'expression_list', 'children': ['28', '36']},{'id': '28', 'type': 'call', 'children': ['29', '34']},{'id': '29', 'type': 'attribute', 'children': ['30', '33']},{'id': '30', 'type': 'attribute', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'separator'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '34', 'type': 'argument_list', 'children': ['35']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'parts'},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'pk'}
def _extract_value_from_storage(self, string): parts = string.split(self.separator) pk = parts.pop() return self.separator.join(parts), pk
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_boundaries'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'filter_type'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '7', 'type': 'block', 'children': ['8', '14', '18', '22', '26', '143']},{'id': '8', 'type': 'assert_statement', 'children': ['9']},{'id': '9', 'type': 'comparison_operator', 'children': ['10', '11'], 'value': 'in'},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'filter_type'},{'id': '11', 'type': 'attribute', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'handled_suffixes'},{'id': '14', 'type': 'expression_statement', 'children': ['15']},{'id': '15', 'type': 'assignment', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '17', 'type': 'string', 'children': [], 'value': "'-'"},{'id': '18', 'type': 'expression_statement', 'children': ['19']},{'id': '19', 'type': 'assignment', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '21', 'type': 'string', 'children': [], 'value': "'+'"},{'id': '22', 'type': 'expression_statement', 'children': ['23']},{'id': '23', 'type': 'assignment', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'exclude'},{'id': '25', 'type': 'None', 'children': []},{'id': '26', 'type': 'if_statement', 'children': ['27', '32', '54', '69', '80', '95', '121']},{'id': '27', 'type': 'comparison_operator', 'children': ['28', '29'], 'value': 'in'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'filter_type'},{'id': '29', 'type': 'tuple', 'children': ['30', '31']},{'id': '30', 'type': 'None', 'children': []},{'id': '31', 'type': 'string', 'children': [], 'value': "'eq'"},{'id': '32', 'type': 'block', 'children': ['33', '43']},{'id': '33', 'type': 'expression_statement', 'children': ['34']},{'id': '34', 'type': 'assignment', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '36', 'type': 'binary_operator', 'children': ['37', '38'], 'value': '%'},{'id': '37', 'type': 'string', 'children': [], 'value': "u'[%s%s'"},{'id': '38', 'type': 'tuple', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '40', 'type': 'attribute', 'children': ['41', '42']},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'separator'},{'id': '43', 'type': 'expression_statement', 'children': ['44']},{'id': '44', 'type': 'assignment', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '46', 'type': 'binary_operator', 'children': ['47', '53'], 'value': '+'},{'id': '47', 'type': 'call', 'children': ['48', '51']},{'id': '48', 'type': 'attribute', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'encode'},{'id': '51', 'type': 'argument_list', 'children': ['52']},{'id': '52', 'type': 'string', 'children': [], 'value': "'utf-8'"},{'id': '53', 'type': 'string', 'children': [], 'value': "b'\\xff'"},{'id': '54', 'type': 'elif_clause', 'children': ['55', '58']},{'id': '55', 'type': 'comparison_operator', 'children': ['56', '57'], 'value': '=='},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'filter_type'},{'id': '57', 'type': 'string', 'children': [], 'value': "'gt'"},{'id': '58', 'type': 'block', 'children': ['59', '65']},{'id': '59', 'type': 'expression_statement', 'children': ['60']},{'id': '60', 'type': 'assignment', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '62', 'type': 'binary_operator', 'children': ['63', '64'], 'value': '%'},{'id': '63', 'type': 'string', 'children': [], 'value': "u'(%s'"},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '65', 'type': 'expression_statement', 'children': ['66']},{'id': '66', 'type': 'assignment', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'exclude'},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '69', 'type': 'elif_clause', 'children': ['70', '73']},{'id': '70', 'type': 'comparison_operator', 'children': ['71', '72'], 'value': '=='},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'filter_type'},{'id': '72', 'type': 'string', 'children': [], 'value': "'gte'"},{'id': '73', 'type': 'block', 'children': ['74']},{'id': '74', 'type': 'expression_statement', 'children': ['75']},{'id': '75', 'type': 'assignment', 'children': ['76', '77']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '77', 'type': 'binary_operator', 'children': ['78', '79'], 'value': '%'},{'id': '78', 'type': 'string', 'children': [], 'value': "u'[%s'"},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '80', 'type': 'elif_clause', 'children': ['81', '84']},{'id': '81', 'type': 'comparison_operator', 'children': ['82', '83'], 'value': '=='},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'filter_type'},{'id': '83', 'type': 'string', 'children': [], 'value': "'lt'"},{'id': '84', 'type': 'block', 'children': ['85', '91']},{'id': '85', 'type': 'expression_statement', 'children': ['86']},{'id': '86', 'type': 'assignment', 'children': ['87', '88']},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '88', 'type': 'binary_operator', 'children': ['89', '90'], 'value': '%'},{'id': '89', 'type': 'string', 'children': [], 'value': "u'(%s'"},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '91', 'type': 'expression_statement', 'children': ['92']},{'id': '92', 'type': 'assignment', 'children': ['93', '94']},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'exclude'},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '95', 'type': 'elif_clause', 'children': ['96', '99']},{'id': '96', 'type': 'comparison_operator', 'children': ['97', '98'], 'value': '=='},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'filter_type'},{'id': '98', 'type': 'string', 'children': [], 'value': "'lte'"},{'id': '99', 'type': 'block', 'children': ['100', '110']},{'id': '100', 'type': 'expression_statement', 'children': ['101']},{'id': '101', 'type': 'assignment', 'children': ['102', '103']},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '103', 'type': 'binary_operator', 'children': ['104', '105'], 'value': '%'},{'id': '104', 'type': 'string', 'children': [], 'value': "u'[%s%s'"},{'id': '105', 'type': 'tuple', 'children': ['106', '107']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '107', 'type': 'attribute', 'children': ['108', '109']},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'separator'},{'id': '110', 'type': 'expression_statement', 'children': ['111']},{'id': '111', 'type': 'assignment', 'children': ['112', '113']},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '113', 'type': 'binary_operator', 'children': ['114', '120'], 'value': '+'},{'id': '114', 'type': 'call', 'children': ['115', '118']},{'id': '115', 'type': 'attribute', 'children': ['116', '117']},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'encode'},{'id': '118', 'type': 'argument_list', 'children': ['119']},{'id': '119', 'type': 'string', 'children': [], 'value': "'utf-8'"},{'id': '120', 'type': 'string', 'children': [], 'value': "b'\\xff'"},{'id': '121', 'type': 'elif_clause', 'children': ['122', '125']},{'id': '122', 'type': 'comparison_operator', 'children': ['123', '124'], 'value': '=='},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'filter_type'},{'id': '124', 'type': 'string', 'children': [], 'value': "'startswith'"},{'id': '125', 'type': 'block', 'children': ['126', '132']},{'id': '126', 'type': 'expression_statement', 'children': ['127']},{'id': '127', 'type': 'assignment', 'children': ['128', '129']},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '129', 'type': 'binary_operator', 'children': ['130', '131'], 'value': '%'},{'id': '130', 'type': 'string', 'children': [], 'value': "u'[%s'"},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '132', 'type': 'expression_statement', 'children': ['133']},{'id': '133', 'type': 'assignment', 'children': ['134', '135']},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '135', 'type': 'binary_operator', 'children': ['136', '142'], 'value': '+'},{'id': '136', 'type': 'call', 'children': ['137', '140']},{'id': '137', 'type': 'attribute', 'children': ['138', '139']},{'id': '138', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'encode'},{'id': '140', 'type': 'argument_list', 'children': ['141']},{'id': '141', 'type': 'string', 'children': [], 'value': "'utf-8'"},{'id': '142', 'type': 'string', 'children': [], 'value': "b'\\xff'"},{'id': '143', 'type': 'return_statement', 'children': ['144']},{'id': '144', 'type': 'expression_list', 'children': ['145', '146', '147']},{'id': '145', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '146', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'exclude'}
def get_boundaries(self, filter_type, value): assert filter_type in self.handled_suffixes start = '-' end = '+' exclude = None if filter_type in (None, 'eq'): start = u'[%s%s' % (value, self.separator) end = start.encode('utf-8') + b'\xff' elif filter_type == 'gt': start = u'(%s' % value exclude = value elif filter_type == 'gte': start = u'[%s' % value elif filter_type == 'lt': end = u'(%s' % value exclude = value elif filter_type == 'lte': end = u'[%s%s' % (value, self.separator) end = end.encode('utf-8') + b'\xff' elif filter_type == 'startswith': start = u'[%s' % value end = start.encode('utf-8') + b'\xff' return start, end, exclude
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'expression_statement', 'children': ['15']},{'id': '15', 'type': 'assignment', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '17', 'type': 'string', 'children': [], 'value': "'-inf'"},{'id': '18', 'type': 'expression_statement', 'children': ['19']},{'id': '19', 'type': 'assignment', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '21', 'type': 'string', 'children': [], 'value': "'+inf'"},{'id': '22', 'type': 'expression_statement', 'children': ['23']},{'id': '23', 'type': 'assignment', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'exclude'},{'id': '25', 'type': 'None', 'children': []},{'id': '26', 'type': 'if_statement', 'children': ['27', '32', '39', '50', '59', '70']},{'id': '27', 'type': 'comparison_operator', 'children': ['28', '29'], 'value': 'in'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'filter_type'},{'id': '29', 'type': 'tuple', 'children': ['30', '31']},{'id': '30', 'type': 'None', 'children': []},{'id': '31', 'type': 'string', 'children': [], 'value': "'eq'"},{'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': 'start'},{'id': '36', 'type': 'assignment', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '39', 'type': 'elif_clause', 'children': ['40', '43']},{'id': '40', 'type': 'comparison_operator', 'children': ['41', '42'], 'value': '=='},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'filter_type'},{'id': '42', 'type': 'string', 'children': [], 'value': "'gt'"},{'id': '43', 'type': 'block', 'children': ['44']},{'id': '44', 'type': 'expression_statement', 'children': ['45']},{'id': '45', 'type': 'assignment', 'children': ['46', '47']},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '47', 'type': 'binary_operator', 'children': ['48', '49'], 'value': '%'},{'id': '48', 'type': 'string', 'children': [], 'value': "'(%s'"},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '50', 'type': 'elif_clause', 'children': ['51', '54']},{'id': '51', 'type': 'comparison_operator', 'children': ['52', '53'], 'value': '=='},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'filter_type'},{'id': '53', 'type': 'string', 'children': [], 'value': "'gte'"},{'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': 'start'},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '59', 'type': 'elif_clause', 'children': ['60', '63']},{'id': '60', 'type': 'comparison_operator', 'children': ['61', '62'], 'value': '=='},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'filter_type'},{'id': '62', 'type': 'string', 'children': [], 'value': "'lt'"},{'id': '63', 'type': 'block', 'children': ['64']},{'id': '64', 'type': 'expression_statement', 'children': ['65']},{'id': '65', 'type': 'assignment', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '67', 'type': 'binary_operator', 'children': ['68', '69'], 'value': '%'},{'id': '68', 'type': 'string', 'children': [], 'value': "'(%s'"},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '70', 'type': 'elif_clause', 'children': ['71', '74']},{'id': '71', 'type': 'comparison_operator', 'children': ['72', '73'], 'value': '=='},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'filter_type'},{'id': '73', 'type': 'string', 'children': [], 'value': "'lte'"},{'id': '74', 'type': 'block', 'children': ['75']},{'id': '75', 'type': 'expression_statement', 'children': ['76']},{'id': '76', 'type': 'assignment', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '79', 'type': 'return_statement', 'children': ['80']},{'id': '80', 'type': 'expression_list', 'children': ['81', '82', '83']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'start'},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'end'},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'exclude'}
def get_boundaries(self, filter_type, value): assert filter_type in self.handled_suffixes start = '-inf' end = '+inf' exclude = None if filter_type in (None, 'eq'): start = end = value elif filter_type == 'gt': start = '(%s' % value elif filter_type == 'gte': start = value elif filter_type == 'lt': end = '(%s' % value elif filter_type == 'lte': end = value return start, end, exclude
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def _combine_sets(self, sets, final_set): if self._has_sortedsets: self.cls.get_connection().zinterstore(final_set, list(sets)) else: final_set = super(ExtendedCollectionManager, self)._combine_sets(sets, final_set) return final_set
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'type': 'not_operator', 'children': ['45']},{'id': '45', 'type': 'subscript', 'children': ['46', '49']},{'id': '46', 'type': 'attribute', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '48', 'type': 'identifier', 'children': [], 'value': '_lazy_collection'},{'id': '49', 'type': 'string', 'children': [], 'value': "'sets'"},{'id': '50', 'type': 'line_continuation', 'children': [], 'value': '\\'},{'id': '51', 'type': 'comparison_operator', 'children': ['52', '60'], 'value': '=='},{'id': '52', 'type': 'call', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '54', 'type': 'argument_list', 'children': ['55']},{'id': '55', 'type': 'subscript', 'children': ['56', '59']},{'id': '56', 'type': 'attribute', 'children': ['57', '58']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '58', 'type': 'identifier', 'children': [], 'value': '_lazy_collection'},{'id': '59', 'type': 'string', 'children': [], 'value': "'intersects'"},{'id': '60', 'type': 'integer', 'children': [], 'value': '1'},{'id': '61', 'type': 'line_continuation', 'children': [], 'value': '\\'},{'id': '62', 'type': '()', 'children': ['63']},{'id': '63', 'type': 'boolean_operator', 'children': ['64', '67'], 'value': 'or'},{'id': '64', 'type': 'comparison_operator', 'children': ['65', '66'], 'value': 'is'},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'sort_options'},{'id': '66', 'type': 'None', 'children': []},{'id': '67', 'type': 'comparison_operator', 'children': ['68', '69'], 'value': '=='},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'sort_options'},{'id': '69', 'type': 'dictionary', 'children': ['70']},{'id': '70', 'type': 'pair', 'children': ['71', '72']},{'id': '71', 'type': 'string', 'children': [], 'value': "'by'"},{'id': '72', 'type': 'string', 'children': [], 'value': "'nosort'"},{'id': '73', 'type': 'block', 'children': ['74']},{'id': '74', 'type': 'return_statement', 'children': ['75']},{'id': '75', 'type': 'call', 'children': ['76', '79']},{'id': '76', 'type': 'attribute', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'conn'},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'lrange'},{'id': '79', 'type': 'argument_list', 'children': ['80', '81', '82']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'final_set'},{'id': '81', 'type': 'integer', 'children': [], 'value': '0'},{'id': '82', 'type': 'unary_operator', 'children': ['83'], 'value': '-'},{'id': '83', 'type': 'integer', 'children': [], 'value': '1'},{'id': '84', 'type': 'return_statement', 'children': ['85']},{'id': '85', 'type': 'call', 'children': ['86', '93']},{'id': '86', 'type': 'attribute', 'children': ['87', '92']},{'id': '87', 'type': 'call', 'children': ['88', '89']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'super'},{'id': '89', 'type': 'argument_list', 'children': ['90', '91']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'ExtendedCollectionManager'},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '92', 'type': 'identifier', 'children': [], 'value': '_final_redis_call'},{'id': '93', 'type': 'argument_list', 'children': ['94', '95']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'final_set'},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'sort_options'}
def _final_redis_call(self, final_set, sort_options): conn = self.cls.get_connection() if self._has_sortedsets and sort_options is None: return conn.zrange(final_set, 0, -1) if self.stored_key and not self._lazy_collection['sets']\ and len(self._lazy_collection['intersects']) == 1\ and (sort_options is None or sort_options == {'by': 'nosort'}): return conn.lrange(final_set, 0, -1) return super(ExtendedCollectionManager, self)._final_redis_call( final_set, sort_options)
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def _collection_length(self, final_set): conn = self.cls.get_connection() if self._has_sortedsets: return conn.zcard(final_set) elif self.stored_key and not self._lazy_collection['sets']\ and len(self._lazy_collection['intersects']) == 1: return conn.llen(final_set) return super(ExtendedCollectionManager, self)._collection_length(final_set)
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def _prepare_sort_by_score(self, values, sort_options): base_tmp_key, tmp_keys = self._zset_to_keys( key=self._sort_by_sortedset['by'], values=values, ) sort_options['by'] = '%s:*' % base_tmp_key for key in ('desc', 'alpha', 'get', 'store'): if key in self._sort_by_sortedset: sort_options[key] = self._sort_by_sortedset[key] if sort_options.get('get'): try: pos = sort_options['get'].index(SORTED_SCORE) except: pass else: sort_options['get'][pos] = '%s:*' % base_tmp_key return base_tmp_key, tmp_keys
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def _prepare_sort_options(self, has_pk): sort_options = super(ExtendedCollectionManager, self)._prepare_sort_options(has_pk) if self._values: if not sort_options: sort_options = {} sort_options['get'] = self._values['fields']['keys'] if self._sort_by_sortedset_after: for key in ('get', 'store'): if key in self._sort_by_sortedset: del self._sort_by_sortedset[key] if sort_options and (not has_pk or self._want_score_value): for key in ('get', 'store'): if key in sort_options: self._sort_by_sortedset[key] = sort_options.pop(key) if not sort_options: sort_options = None return sort_options
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def _get_final_set(self, sets, pk, sort_options): if self._lazy_collection['intersects']: sets = sets[::] sets.extend(self._lazy_collection['intersects']) if not self._lazy_collection['sets'] and not self.stored_key: sets.append(self.cls.get_field('pk').collection_key) final_set, keys_to_delete_later = super(ExtendedCollectionManager, self)._get_final_set(sets, pk, sort_options) if final_set and self._sort_by_sortedset_before: base_tmp_key, tmp_keys = self._prepare_sort_by_score(None, sort_options) if not keys_to_delete_later: keys_to_delete_later = [] keys_to_delete_later.append(base_tmp_key) keys_to_delete_later += tmp_keys return final_set, keys_to_delete_later
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def _prepare_sort_options(self, has_pk): sort_options = {} if self._sort is not None and not has_pk: sort_options.update(self._sort) if self._sort_limits is not None: if 'start' in self._sort_limits and 'num' not in self._sort_limits: self._sort_limits['num'] = -1 elif 'num' in self._sort_limits and 'start' not in self._sort_limits: self._sort_limits['start'] = 0 sort_options.update(self._sort_limits) if not sort_options and self._sort is None: sort_options = None return sort_options
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def _final_redis_call(self, final_set, sort_options): conn = self.cls.get_connection() if sort_options is not None: return conn.sort(final_set, **sort_options) else: return conn.smembers(final_set)
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'type': 'expression_statement', 'children': ['120']},{'id': '120', 'type': 'assignment', 'children': ['121', '122']},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'mysearchresult'},{'id': '122', 'type': 'call', 'children': ['123', '141']},{'id': '123', 'type': 'attribute', 'children': ['124', '140']},{'id': '124', 'type': 'call', 'children': ['125', '138']},{'id': '125', 'type': 'attribute', 'children': ['126', '137']},{'id': '126', 'type': 'call', 'children': ['127', '135']},{'id': '127', 'type': 'attribute', 'children': ['128', '134']},{'id': '128', 'type': 'call', 'children': ['129', '132']},{'id': '129', 'type': 'attribute', 'children': ['130', '131']},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'collection'},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'find'},{'id': '132', 'type': 'argument_list', 'children': ['133']},{'id': '133', 'type': 'identifier', 'children': [], 'value': 'query'},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'skip'},{'id': '135', 'type': 'argument_list', 'children': ['136']},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'skip'},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'limit'},{'id': '138', 'type': 'argument_list', 'children': ['139']},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'limit'},{'id': '140', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '141', 'type': 'argument_list', 'children': ['142', '143']},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'sortkey'},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'DESCENDING'},{'id': '144', 'type': 'expression_statement', 'children': ['145']},{'id': '145', 'type': 'assignment', 'children': ['146', '149']},{'id': '146', 'type': 'subscript', 'children': ['147', '148']},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'response_dict'},{'id': '148', 'type': 'string', 'children': [], 'value': "'code'"},{'id': '149', 'type': 'integer', 'children': [], 'value': '200'},{'id': '150', 'type': 'expression_statement', 'children': ['151']},{'id': '151', 'type': 'assignment', 'children': ['152', '155']},{'id': '152', 'type': 'subscript', 'children': ['153', '154']},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'response_dict'},{'id': '154', 'type': 'string', 'children': [], 'value': "'type'"},{'id': '155', 'type': 'string', 'children': [], 'value': '"search-results"'},{'id': '156', 'type': 'for_statement', 'children': ['157', '158', '159']},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '158', 'type': 'identifier', 'children': [], 'value': 'mysearchresult'},{'id': '159', 'type': 'block', 'children': ['160', '172', '176']},{'id': '160', 'type': 'expression_statement', 'children': ['161']},{'id': '161', 'type': 'assignment', 'children': ['162', '165']},{'id': '162', 'type': 'subscript', 'children': ['163', '164']},{'id': '163', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '164', 'type': 'string', 'children': [], 'value': "'id'"},{'id': '165', 'type': 'call', 'children': ['166', '171']},{'id': '166', 'type': 'attribute', 'children': ['167', '170']},{'id': '167', 'type': 'subscript', 'children': ['168', '169']},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '169', 'type': 'string', 'children': [], 'value': "'_id'"},{'id': '170', 'type': 'identifier', 'children': [], 'value': '__str__'},{'id': '171', 'type': 'argument_list', 'children': []},{'id': '172', 'type': 'delete_statement', 'children': ['173']},{'id': '173', 'type': 'subscript', 'children': ['174', '175']},{'id': '174', 'type': 'identifier', 'children': [], 'value': 'd'},{'id': '175', 'type': 'string', 'children': [], 'value': "'_id'"},{'id': '176', 'type': 'expression_statement', 'children': ['177']},{'id': '177', 'type': 'call', 'children': ['178', '181']},{'id': '178', 'type': 'attribute', 'children': ['179', '180']},{'id': '179', 'type': 'identifier', 'children': [], 'value': 'l'},{'id': '180', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '181', 'type': 'argument_list', 'children': ['182']},{'id': '182', 'type': 'identifier', 'children': [], 'value': 'd'},{'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': 'response_dict'},{'id': '187', 'type': 'string', 'children': [], 'value': "'results'"},{'id': '188', 'type': 'identifier', 'children': [], 'value': 'l'},{'id': '189', 'type': 'except_clause', 'children': ['190']},{'id': '190', 'type': 'block', 'children': ['191', '196', '208', '214', '220', '226', '232']},{'id': '191', 'type': 'expression_statement', 'children': ['192']},{'id': '192', 'type': 'call', 'children': ['193', '194']},{'id': '193', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '194', 'type': 'argument_list', 'children': ['195']},{'id': '195', 'type': 'string', 'children': [], 'value': '"Error reading from Mongo"'},{'id': '196', 'type': 'expression_statement', 'children': ['197']},{'id': '197', 'type': 'call', 'children': ['198', '199']},{'id': '198', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '199', 'type': 'argument_list', 'children': ['200']},{'id': '200', 'type': 'call', 'children': ['201', '202']},{'id': '201', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '202', 'type': 'argument_list', 'children': ['203']},{'id': '203', 'type': 'call', 'children': ['204', '207']},{'id': '204', 'type': 'attribute', 'children': ['205', '206']},{'id': '205', 'type': 'identifier', 'children': [], 'value': 'sys'},{'id': '206', 'type': 'identifier', 'children': [], 'value': 'exc_info'},{'id': '207', 'type': 'argument_list', 'children': []},{'id': '208', 'type': 'expression_statement', 'children': ['209']},{'id': '209', 'type': 'assignment', 'children': ['210', '213']},{'id': '210', 'type': 'subscript', 'children': ['211', '212']},{'id': '211', 'type': 'identifier', 'children': [], 'value': 'response_dict'},{'id': '212', 'type': 'string', 'children': [], 'value': "'num_results'"},{'id': '213', 'type': 'integer', 'children': [], 'value': '0'},{'id': '214', 'type': 'expression_statement', 'children': ['215']},{'id': '215', 'type': 'assignment', 'children': ['216', '219']},{'id': '216', 'type': 'subscript', 'children': ['217', '218']},{'id': '217', 'type': 'identifier', 'children': [], 'value': 'response_dict'},{'id': '218', 'type': 'string', 'children': [], 'value': "'code'"},{'id': '219', 'type': 'integer', 'children': [], 'value': '500'},{'id': '220', 'type': 'expression_statement', 'children': ['221']},{'id': '221', 'type': 'assignment', 'children': ['222', '225']},{'id': '222', 'type': 'subscript', 'children': ['223', '224']},{'id': '223', 'type': 'identifier', 'children': [], 'value': 'response_dict'},{'id': '224', 'type': 'string', 'children': [], 'value': "'type'"},{'id': '225', 'type': 'string', 'children': [], 'value': '"Error"'},{'id': '226', 'type': 'expression_statement', 'children': ['227']},{'id': '227', 'type': 'assignment', 'children': ['228', '231']},{'id': '228', 'type': 'subscript', 'children': ['229', '230']},{'id': '229', 'type': 'identifier', 'children': [], 'value': 'response_dict'},{'id': '230', 'type': 'string', 'children': [], 'value': "'results'"},{'id': '231', 'type': 'list', 'children': [], 'value': '[]'},{'id': '232', 'type': 'expression_statement', 'children': ['233']},{'id': '233', 'type': 'assignment', 'children': ['234', '237']},{'id': '234', 'type': 'subscript', 'children': ['235', '236']},{'id': '235', 'type': 'identifier', 'children': [], 'value': 'response_dict'},{'id': '236', 'type': 'string', 'children': [], 'value': "'message'"},{'id': '237', 'type': 'call', 'children': ['238', '239']},{'id': '238', 'type': 'identifier', 'children': [], 'value': 'str'},{'id': '239', 'type': 'argument_list', 'children': ['240']},{'id': '240', 'type': 'call', 'children': ['241', '244']},{'id': '241', 'type': 'attribute', 'children': ['242', '243']},{'id': '242', 'type': 'identifier', 'children': [], 'value': 'sys'},{'id': '243', 'type': 'identifier', 'children': [], 'value': 'exc_info'},{'id': '244', 'type': 'argument_list', 'children': []},{'id': '245', 'type': 'return_statement', 'children': ['246']},{'id': '246', 'type': 'identifier', 'children': [], 'value': 'response_dict'}
def query_mongo_sort_decend( database_name, collection_name, query={}, skip=0, limit=getattr( settings, 'MONGO_LIMIT', 200), return_keys=(), sortkey=None): l = [] response_dict = {} try: mongodb_client_url = getattr(settings, 'MONGODB_CLIENT', 'mongodb://localhost:27017/') mc = MongoClient(mongodb_client_url,document_class=OrderedDict) db = mc[str(database_name)] collection = db[str(collection_name)] if return_keys: return_dict = {} for k in return_keys: return_dict[k] = 1 mysearchresult = collection.find( query, return_dict).skip(skip).limit(limit).sort( sortkey, DESCENDING) else: mysearchresult = collection.find(query).skip( skip).limit(limit).sort(sortkey, DESCENDING) response_dict['code'] = 200 response_dict['type'] = "search-results" for d in mysearchresult: d['id'] = d['_id'].__str__() del d['_id'] l.append(d) response_dict['results'] = l except: print("Error reading from Mongo") print(str(sys.exc_info())) response_dict['num_results'] = 0 response_dict['code'] = 500 response_dict['type'] = "Error" response_dict['results'] = [] response_dict['message'] = str(sys.exc_info()) return response_dict
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'build_sort'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'dictionary_splat_pattern', 'children': ['6']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '7', 'type': 'block', 'children': ['8', '10', '14', '24', '75']},{'id': '8', 'type': 'expression_statement', 'children': ['9']},{'id': '9', 'type': 'string', 'children': [], 'value': "''' Break url parameters and turn into sort arguments '''"},{'id': '10', 'type': 'expression_statement', 'children': ['11']},{'id': '11', 'type': 'assignment', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '13', 'type': 'list', 'children': [], 'value': '[]'},{'id': '14', 'type': 'expression_statement', 'children': ['15']},{'id': '15', 'type': 'assignment', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '17', 'type': 'call', 'children': ['18', '21']},{'id': '18', 'type': 'attribute', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'get'},{'id': '21', 'type': 'argument_list', 'children': ['22', '23']},{'id': '22', 'type': 'string', 'children': [], 'value': "'order_by'"},{'id': '23', 'type': 'None', 'children': []},{'id': '24', 'type': 'if_statement', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '26', 'type': 'block', 'children': ['27', '41']},{'id': '27', 'type': 'if_statement', 'children': ['28', '34']},{'id': '28', 'type': 'comparison_operator', 'children': ['29', '33'], 'value': 'is'},{'id': '29', 'type': 'call', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'type'},{'id': '31', 'type': 'argument_list', 'children': ['32']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'list'},{'id': '34', 'type': 'block', 'children': ['35']},{'id': '35', 'type': 'expression_statement', 'children': ['36']},{'id': '36', 'type': 'assignment', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '38', 'type': 'subscript', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '40', 'type': 'integer', 'children': [], 'value': '0'},{'id': '41', 'type': 'if_statement', 'children': ['42', '49', '64']},{'id': '42', 'type': 'comparison_operator', 'children': ['43', '48'], 'value': '=='},{'id': '43', 'type': 'subscript', 'children': ['44', '45']},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '45', 'type': 'slice', 'children': ['46', '47']},{'id': '46', 'type': 'colon', 'children': []},{'id': '47', 'type': 'integer', 'children': [], 'value': '1'},{'id': '48', 'type': 'string', 'children': [], 'value': "'-'"},{'id': '49', 'type': 'block', 'children': ['50']},{'id': '50', 'type': 'expression_statement', 'children': ['51']},{'id': '51', 'type': 'call', 'children': ['52', '55']},{'id': '52', 'type': 'attribute', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '55', 'type': 'argument_list', 'children': ['56']},{'id': '56', 'type': 'tuple', 'children': ['57', '62']},{'id': '57', 'type': 'subscript', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '59', 'type': 'slice', 'children': ['60', '61']},{'id': '60', 'type': 'integer', 'children': [], 'value': '1'},{'id': '61', 'type': 'colon', 'children': []},{'id': '62', 'type': 'unary_operator', 'children': ['63'], 'value': '-'},{'id': '63', 'type': 'integer', 'children': [], 'value': '1'},{'id': '64', 'type': 'else_clause', 'children': ['65']},{'id': '65', 'type': 'block', 'children': ['66']},{'id': '66', 'type': 'expression_statement', 'children': ['67']},{'id': '67', 'type': 'call', 'children': ['68', '71']},{'id': '68', 'type': 'attribute', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '71', 'type': 'argument_list', 'children': ['72']},{'id': '72', 'type': 'tuple', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'order'},{'id': '74', 'type': 'integer', 'children': [], 'value': '1'},{'id': '75', 'type': 'return_statement', 'children': ['76']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'sort'}
def build_sort(self, **kwargs): ''' Break url parameters and turn into sort arguments ''' sort = [] order = kwargs.get('order_by', None) if order: if type(order) is list: order = order[0] if order[:1] == '-': sort.append((order[1:], -1)) else: sort.append((order, 1)) return sort
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '10']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'load_remotes'},{'id': '3', 'type': 'parameters', 'children': ['4', '7']},{'id': '4', 'type': 'default_parameter', 'children': ['5', '6']},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'extra_path'},{'id': '6', 'type': 'None', 'children': []},{'id': '7', 'type': 'default_parameter', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'load_user'},{'id': '9', 'type': 'True', 'children': []},{'id': '10', 'type': 'block', 'children': ['11', '17', '39']},{'id': '11', 'type': 'import_from_statement', 'children': ['12', '15']},{'id': '12', 'type': 'dotted_name', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'os'},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '15', 'type': 'dotted_name', 'children': ['16']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'getmtime'},{'id': '17', 'type': 'try_statement', 'children': ['18', '32']},{'id': '18', 'type': 'block', 'children': ['19']},{'id': '19', 'type': 'expression_statement', 'children': ['20']},{'id': '20', 'type': 'assignment', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'remotes_file'},{'id': '22', 'type': 'call', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'find_config_file'},{'id': '24', 'type': 'argument_list', 'children': ['25', '26', '29']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'REMOTES_FILE'},{'id': '26', 'type': 'keyword_argument', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'extra_path'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'extra_path'},{'id': '29', 'type': 'keyword_argument', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'load_user'},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'load_user'},{'id': '32', 'type': 'except_clause', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'ConfigurationError'},{'id': '34', 'type': 'block', 'children': ['35']},{'id': '35', 'type': 'expression_statement', 'children': ['36']},{'id': '36', 'type': 'assignment', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'remotes_file'},{'id': '38', 'type': 'None', 'children': []},{'id': '39', 'type': 'if_statement', 'children': ['40', '52', '95']},{'id': '40', 'type': 'boolean_operator', 'children': ['41', '44'], 'value': 'and'},{'id': '41', 'type': 'comparison_operator', 'children': ['42', '43'], 'value': 'is'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'remotes_file'},{'id': '43', 'type': 'None', 'children': []},{'id': '44', 'type': 'call', 'children': ['45', '50']},{'id': '45', 'type': 'attribute', 'children': ['46', '49']},{'id': '46', 'type': 'attribute', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'os'},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'path'},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'exists'},{'id': '50', 'type': 'argument_list', 'children': ['51']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'remotes_file'},{'id': '52', 'type': 'block', 'children': ['53', '59', '66', '80', '93']},{'id': '53', 'type': 'expression_statement', 'children': ['54']},{'id': '54', 'type': 'assignment', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'config'},{'id': '56', 'type': 'call', 'children': ['57', '58']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'AttrDict'},{'id': '58', 'type': 'argument_list', 'children': []},{'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': 'config'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'update_yaml'},{'id': '64', 'type': 'argument_list', 'children': ['65']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'remotes_file'},{'id': '66', 'type': 'if_statement', 'children': ['67', '71']},{'id': '67', 'type': 'not_operator', 'children': ['68']},{'id': '68', 'type': 'comparison_operator', 'children': ['69', '70'], 'value': 'in'},{'id': '69', 'type': 'string', 'children': [], 'value': "'remotes'"},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'config'},{'id': '71', 'type': 'block', 'children': ['72']},{'id': '72', 'type': 'expression_statement', 'children': ['73']},{'id': '73', 'type': 'assignment', 'children': ['74', '77']},{'id': '74', 'type': 'attribute', 'children': ['75', '76']},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'config'},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'remotes'},{'id': '77', 'type': 'call', 'children': ['78', '79']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'AttrDict'},{'id': '79', 'type': 'argument_list', 'children': []},{'id': '80', 'type': 'expression_statement', 'children': ['81']},{'id': '81', 'type': 'assignment', 'children': ['82', '87']},{'id': '82', 'type': 'attribute', 'children': ['83', '86']},{'id': '83', 'type': 'attribute', 'children': ['84', '85']},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'config'},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'remotes'},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'loaded'},{'id': '87', 'type': 'list', 'children': ['88', '89'], 'value': '[remotes_file, getmtime(remotes_file)]'},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'remotes_file'},{'id': '89', 'type': 'call', 'children': ['90', '91']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'getmtime'},{'id': '91', 'type': 'argument_list', 'children': ['92']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'remotes_file'},{'id': '93', 'type': 'return_statement', 'children': ['94']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'config'},{'id': '95', 'type': 'else_clause', 'children': ['96']},{'id': '96', 'type': 'block', 'children': ['97']},{'id': '97', 'type': 'return_statement', 'children': ['98']},{'id': '98', 'type': 'None', 'children': []}
def load_remotes(extra_path=None, load_user=True): from os.path import getmtime try: remotes_file = find_config_file(REMOTES_FILE, extra_path=extra_path, load_user=load_user) except ConfigurationError: remotes_file = None if remotes_file is not None and os.path.exists(remotes_file): config = AttrDict() config.update_yaml(remotes_file) if not 'remotes' in config: config.remotes = AttrDict() config.remotes.loaded = [remotes_file, getmtime(remotes_file)] return config else: return None
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'find_previous'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'element'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'l'},{'id': '6', 'type': 'block', 'children': ['7', '14']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'length'},{'id': '10', 'type': 'call', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '12', 'type': 'argument_list', 'children': ['13']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'l'},{'id': '14', 'type': 'for_statement', 'children': ['15', '18', '22']},{'id': '15', 'type': 'pattern_list', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'current'},{'id': '18', 'type': 'call', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'enumerate'},{'id': '20', 'type': 'argument_list', 'children': ['21']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'l'},{'id': '22', 'type': 'block', 'children': ['23', '32', '44']},{'id': '23', 'type': 'if_statement', 'children': ['24', '29']},{'id': '24', 'type': 'comparison_operator', 'children': ['25', '28'], 'value': '=='},{'id': '25', 'type': 'binary_operator', 'children': ['26', '27'], 'value': '-'},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'length'},{'id': '27', 'type': 'integer', 'children': [], 'value': '1'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '29', 'type': 'block', 'children': ['30']},{'id': '30', 'type': 'return_statement', 'children': ['31']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'current'},{'id': '32', 'type': 'if_statement', 'children': ['33', '36']},{'id': '33', 'type': 'comparison_operator', 'children': ['34', '35'], 'value': '=='},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '35', 'type': 'integer', 'children': [], 'value': '0'},{'id': '36', 'type': 'block', 'children': ['37']},{'id': '37', 'type': 'if_statement', 'children': ['38', '41']},{'id': '38', 'type': 'comparison_operator', 'children': ['39', '40'], 'value': '<'},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'element'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'current'},{'id': '41', 'type': 'block', 'children': ['42']},{'id': '42', 'type': 'return_statement', 'children': ['43']},{'id': '43', 'type': 'None', 'children': []},{'id': '44', 'type': 'if_statement', 'children': ['45', '53']},{'id': '45', 'type': 'comparison_operator', 'children': ['46', '47', '48'], 'value': '<='},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'current'},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'element'},{'id': '48', 'type': 'subscript', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'l'},{'id': '50', 'type': 'binary_operator', 'children': ['51', '52'], 'value': '+'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '52', 'type': 'integer', 'children': [], 'value': '1'},{'id': '53', 'type': 'block', 'children': ['54']},{'id': '54', 'type': 'return_statement', 'children': ['55']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'current'}
def find_previous(element, l): length = len(l) for index, current in enumerate(l): if length - 1 == index: return current if index == 0: if element < current: return None if current <= element < l[index+1]: return current
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'tsort'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'block', 'children': ['6', '10', '30', '38', '42', '102', '110']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'task_dict'},{'id': '9', 'type': 'dictionary', 'children': []},{'id': '10', 'type': 'for_statement', 'children': ['11', '14', '21']},{'id': '11', 'type': 'pattern_list', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'task'},{'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': 'self'},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'tasks'},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'iteritems'},{'id': '20', 'type': 'argument_list', 'children': []},{'id': '21', 'type': 'block', 'children': ['22']},{'id': '22', 'type': 'expression_statement', 'children': ['23']},{'id': '23', 'type': 'assignment', 'children': ['24', '27']},{'id': '24', 'type': 'subscript', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'task_dict'},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'task'},{'id': '27', 'type': 'attribute', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'task'},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'dependencies'},{'id': '30', 'type': 'expression_statement', 'children': ['31']},{'id': '31', 'type': 'assignment', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'parts'},{'id': '33', 'type': 'call', 'children': ['34', '37']},{'id': '34', 'type': 'attribute', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'task_dict'},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'copy'},{'id': '37', 'type': 'argument_list', 'children': []},{'id': '38', 'type': 'expression_statement', 'children': ['39']},{'id': '39', 'type': 'assignment', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '41', 'type': 'list', 'children': [], 'value': '[]'},{'id': '42', 'type': 'while_statement', 'children': ['43', '44']},{'id': '43', 'type': 'True', 'children': []},{'id': '44', 'type': 'block', 'children': ['45', '65', '70', '77']},{'id': '45', 'type': 'expression_statement', 'children': ['46']},{'id': '46', 'type': 'assignment', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'level'},{'id': '48', 'type': 'call', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'set'},{'id': '50', 'type': 'argument_list', 'children': ['51']},{'id': '51', 'type': 'list_comprehension', 'children': ['52', '53', '62']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '53', 'type': 'for_in_clause', 'children': ['54', '57']},{'id': '54', 'type': 'pattern_list', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'deps'},{'id': '57', 'type': 'call', 'children': ['58', '61']},{'id': '58', 'type': 'attribute', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'parts'},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'iteritems'},{'id': '61', 'type': 'argument_list', 'children': []},{'id': '62', 'type': 'if_clause', 'children': ['63']},{'id': '63', 'type': 'not_operator', 'children': ['64']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'deps'},{'id': '65', 'type': 'if_statement', 'children': ['66', '68']},{'id': '66', 'type': 'not_operator', 'children': ['67']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'level'},{'id': '68', 'type': 'block', 'children': ['69']},{'id': '69', 'type': 'break_statement', 'children': []},{'id': '70', 'type': 'expression_statement', 'children': ['71']},{'id': '71', 'type': 'call', 'children': ['72', '75']},{'id': '72', 'type': 'attribute', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '75', 'type': 'argument_list', 'children': ['76']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'level'},{'id': '77', 'type': 'expression_statement', 'children': ['78']},{'id': '78', 'type': 'assignment', 'children': ['79', '80']},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'parts'},{'id': '80', 'type': 'call', 'children': ['81', '82']},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'dict'},{'id': '82', 'type': 'argument_list', 'children': ['83']},{'id': '83', 'type': 'list_comprehension', 'children': ['84', '89', '98']},{'id': '84', 'type': 'tuple', 'children': ['85', '86']},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '86', 'type': 'binary_operator', 'children': ['87', '88'], 'value': '-'},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'deps'},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'level'},{'id': '89', 'type': 'for_in_clause', 'children': ['90', '93']},{'id': '90', 'type': 'pattern_list', 'children': ['91', '92']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'deps'},{'id': '93', 'type': 'call', 'children': ['94', '97']},{'id': '94', 'type': 'attribute', 'children': ['95', '96']},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'parts'},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'iteritems'},{'id': '97', 'type': 'argument_list', 'children': []},{'id': '98', 'type': 'if_clause', 'children': ['99']},{'id': '99', 'type': 'comparison_operator', 'children': ['100', '101'], 'value': 'not'},{'id': '100', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'level'},{'id': '102', 'type': 'if_statement', 'children': ['103', '104']},{'id': '103', 'type': 'identifier', 'children': [], 'value': 'parts'},{'id': '104', 'type': 'block', 'children': ['105']},{'id': '105', 'type': 'raise_statement', 'children': ['106']},{'id': '106', 'type': 'call', 'children': ['107', '108']},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '108', 'type': 'argument_list', 'children': ['109']},{'id': '109', 'type': 'string', 'children': [], 'value': "'total ordering not possible (check for circular or missing dependencies)'"},{'id': '110', 'type': 'return_statement', 'children': ['111']},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'result'}
def tsort(self): task_dict = {} for key, task in self.tasks.iteritems(): task_dict[task] = task.dependencies parts = task_dict.copy() result = [] while True: level = set([name for name, deps in parts.iteritems() if not deps]) if not level: break result.append(level) parts = dict([(name, deps - level) for name, deps in parts.iteritems() if name not in level]) if parts: raise ValueError('total ordering not possible (check for circular or missing dependencies)') return result
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'getBounds'},{'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': 'tzinfo'},{'id': '7', 'type': 'None', 'children': []},{'id': '8', 'type': 'block', 'children': ['9', '49']},{'id': '9', 'type': 'if_statement', 'children': ['10', '27', '41']},{'id': '10', 'type': 'boolean_operator', 'children': ['11', '23', '24'], 'value': 'and'},{'id': '11', 'type': 'comparison_operator', 'children': ['12', '15'], 'value': '>='},{'id': '12', 'type': 'attribute', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'resolution'},{'id': '15', 'type': 'call', 'children': ['16', '19']},{'id': '16', 'type': 'attribute', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'datetime'},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'timedelta'},{'id': '19', 'type': 'argument_list', 'children': ['20']},{'id': '20', 'type': 'keyword_argument', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'days'},{'id': '22', 'type': 'integer', 'children': [], 'value': '1'},{'id': '23', 'type': 'line_continuation', 'children': [], 'value': '\\'},{'id': '24', 'type': 'comparison_operator', 'children': ['25', '26'], 'value': 'is'},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'tzinfo'},{'id': '26', 'type': 'None', 'children': []},{'id': '27', 'type': 'block', 'children': ['28']},{'id': '28', 'type': 'expression_statement', 'children': ['29']},{'id': '29', 'type': 'assignment', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'time'},{'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': '_time'},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'replace'},{'id': '37', 'type': 'argument_list', 'children': ['38']},{'id': '38', 'type': 'keyword_argument', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'tzinfo'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'tzinfo'},{'id': '41', 'type': 'else_clause', 'children': ['42']},{'id': '42', 'type': 'block', 'children': ['43']},{'id': '43', 'type': 'expression_statement', 'children': ['44']},{'id': '44', 'type': 'assignment', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'time'},{'id': '46', 'type': 'attribute', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '48', 'type': 'identifier', 'children': [], 'value': '_time'},{'id': '49', 'type': 'return_statement', 'children': ['50']},{'id': '50', 'type': 'tuple', 'children': ['51', '68']},{'id': '51', 'type': 'call', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'min'},{'id': '53', 'type': 'argument_list', 'children': ['54', '60']},{'id': '54', 'type': 'call', 'children': ['55', '58']},{'id': '55', 'type': 'attribute', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'fromDatetime'},{'id': '58', 'type': 'argument_list', 'children': ['59']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'time'},{'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': 'fromDatetime'},{'id': '64', 'type': 'argument_list', 'children': ['65']},{'id': '65', 'type': 'attribute', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '67', 'type': 'identifier', 'children': [], 'value': '_time'},{'id': '68', 'type': 'call', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'max'},{'id': '70', 'type': 'argument_list', 'children': ['71', '81']},{'id': '71', 'type': 'call', 'children': ['72', '75']},{'id': '72', 'type': 'attribute', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'fromDatetime'},{'id': '75', 'type': 'argument_list', 'children': ['76']},{'id': '76', 'type': 'binary_operator', 'children': ['77', '78'], 'value': '+'},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'time'},{'id': '78', 'type': 'attribute', 'children': ['79', '80']},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'resolution'},{'id': '81', 'type': 'call', 'children': ['82', '85']},{'id': '82', 'type': 'attribute', 'children': ['83', '84']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'fromDatetime'},{'id': '85', 'type': 'argument_list', 'children': ['86']},{'id': '86', 'type': 'binary_operator', 'children': ['87', '90'], 'value': '+'},{'id': '87', 'type': 'attribute', 'children': ['88', '89']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '89', 'type': 'identifier', 'children': [], 'value': '_time'},{'id': '90', 'type': 'attribute', 'children': ['91', '92']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'resolution'}
def getBounds(self, tzinfo=None): if self.resolution >= datetime.timedelta(days=1) \ and tzinfo is not None: time = self._time.replace(tzinfo=tzinfo) else: time = self._time return ( min(self.fromDatetime(time), self.fromDatetime(self._time)), max(self.fromDatetime(time + self.resolution), self.fromDatetime(self._time + self.resolution)) )
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '4']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_get_all_migrations'},{'id': '3', 'type': 'parameters', 'children': []},{'id': '4', 'type': 'block', 'children': ['5', '10', '14', '22', '26', '72', '87']},{'id': '5', 'type': 'import_from_statement', 'children': ['6', '8']},{'id': '6', 'type': 'relative_import', 'children': ['7']},{'id': '7', 'type': 'import_prefix', 'children': []},{'id': '8', 'type': 'dotted_name', 'children': ['9']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'migrations'},{'id': '10', 'type': 'expression_statement', 'children': ['11']},{'id': '11', 'type': 'assignment', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'package'},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'migrations'},{'id': '14', 'type': 'expression_statement', 'children': ['15']},{'id': '15', 'type': 'assignment', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'prefix'},{'id': '17', 'type': 'binary_operator', 'children': ['18', '21'], 'value': '+'},{'id': '18', 'type': 'attribute', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'package'},{'id': '20', 'type': 'identifier', 'children': [], 'value': '__name__'},{'id': '21', 'type': 'string', 'children': [], 'value': "'.'"},{'id': '22', 'type': 'expression_statement', 'children': ['23']},{'id': '23', 'type': 'assignment', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'all_migrations'},{'id': '25', 'type': 'list', 'children': [], 'value': '[]'},{'id': '26', 'type': 'for_statement', 'children': ['27', '31', '40']},{'id': '27', 'type': 'pattern_list', 'children': ['28', '29', '30']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'importer'},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'modname'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'ispkg'},{'id': '31', 'type': 'call', 'children': ['32', '35']},{'id': '32', 'type': 'attribute', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'pkgutil'},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'iter_modules'},{'id': '35', 'type': 'argument_list', 'children': ['36', '39']},{'id': '36', 'type': 'attribute', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'package'},{'id': '38', 'type': 'identifier', 'children': [], 'value': '__path__'},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'prefix'},{'id': '40', 'type': 'block', 'children': ['41', '63']},{'id': '41', 'type': 'expression_statement', 'children': ['42']},{'id': '42', 'type': 'assignment', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'version'},{'id': '44', 'type': 'call', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '46', 'type': 'argument_list', 'children': ['47']},{'id': '47', 'type': 'subscript', 'children': ['48', '62']},{'id': '48', 'type': 'call', 'children': ['49', '60']},{'id': '49', 'type': 'attribute', 'children': ['50', '59']},{'id': '50', 'type': 'subscript', 'children': ['51', '57']},{'id': '51', 'type': 'call', 'children': ['52', '55']},{'id': '52', 'type': 'attribute', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'modname'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'split'},{'id': '55', 'type': 'argument_list', 'children': ['56']},{'id': '56', 'type': 'string', 'children': [], 'value': "'.'"},{'id': '57', 'type': 'unary_operator', 'children': ['58'], 'value': '-'},{'id': '58', 'type': 'integer', 'children': [], 'value': '1'},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'split'},{'id': '60', 'type': 'argument_list', 'children': ['61']},{'id': '61', 'type': 'string', 'children': [], 'value': "'_'"},{'id': '62', 'type': 'integer', 'children': [], 'value': '0'},{'id': '63', 'type': 'expression_statement', 'children': ['64']},{'id': '64', 'type': 'call', 'children': ['65', '68']},{'id': '65', 'type': 'attribute', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'all_migrations'},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '68', 'type': 'argument_list', 'children': ['69']},{'id': '69', 'type': 'tuple', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'version'},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'modname'},{'id': '72', 'type': 'expression_statement', 'children': ['73']},{'id': '73', 'type': 'assignment', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'all_migrations'},{'id': '75', 'type': 'call', 'children': ['76', '77']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '77', 'type': 'argument_list', 'children': ['78', '79']},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'all_migrations'},{'id': '79', 'type': 'keyword_argument', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '81', 'type': 'lambda', 'children': ['82', '84']},{'id': '82', 'type': 'lambda_parameters', 'children': ['83']},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '84', 'type': 'subscript', 'children': ['85', '86']},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '86', 'type': 'integer', 'children': [], 'value': '0'},{'id': '87', 'type': 'return_statement', 'children': ['88']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'all_migrations'}
def _get_all_migrations(): from . import migrations package = migrations prefix = package.__name__ + '.' all_migrations = [] for importer, modname, ispkg in pkgutil.iter_modules(package.__path__, prefix): version = int(modname.split('.')[-1].split('_')[0]) all_migrations.append((version, modname)) all_migrations = sorted(all_migrations, key=lambda x: x[0]) return all_migrations
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '14']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort_genes'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'stable'},{'id': '7', 'type': 'True', 'children': []},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'inplace'},{'id': '10', 'type': 'False', 'children': []},{'id': '11', 'type': 'default_parameter', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'ascending'},{'id': '13', 'type': 'True', 'children': []},{'id': '14', 'type': 'block', 'children': ['15', '19', '26']},{'id': '15', 'type': 'expression_statement', 'children': ['16']},{'id': '16', 'type': 'assignment', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'kind'},{'id': '18', 'type': 'string', 'children': [], 'value': "'quicksort'"},{'id': '19', 'type': 'if_statement', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'stable'},{'id': '21', 'type': 'block', 'children': ['22']},{'id': '22', 'type': 'expression_statement', 'children': ['23']},{'id': '23', 'type': 'assignment', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'kind'},{'id': '25', 'type': 'string', 'children': [], 'value': "'mergesort'"},{'id': '26', 'type': 'return_statement', 'children': ['27']},{'id': '27', 'type': 'call', 'children': ['28', '31']},{'id': '28', 'type': 'attribute', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'sort_index'},{'id': '31', 'type': 'argument_list', 'children': ['32', '35', '38']},{'id': '32', 'type': 'keyword_argument', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'kind'},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'kind'},{'id': '35', 'type': 'keyword_argument', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'inplace'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'inplace'},{'id': '38', 'type': 'keyword_argument', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'ascending'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'ascending'}
def sort_genes(self, stable=True, inplace=False, ascending=True): kind = 'quicksort' if stable: kind = 'mergesort' return self.sort_index(kind=kind, inplace=inplace, ascending=ascending)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '14']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort_samples'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'stable'},{'id': '7', 'type': 'True', 'children': []},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'inplace'},{'id': '10', 'type': 'False', 'children': []},{'id': '11', 'type': 'default_parameter', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'ascending'},{'id': '13', 'type': 'True', 'children': []},{'id': '14', 'type': 'block', 'children': ['15', '19', '26']},{'id': '15', 'type': 'expression_statement', 'children': ['16']},{'id': '16', 'type': 'assignment', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'kind'},{'id': '18', 'type': 'string', 'children': [], 'value': "'quicksort'"},{'id': '19', 'type': 'if_statement', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'stable'},{'id': '21', 'type': 'block', 'children': ['22']},{'id': '22', 'type': 'expression_statement', 'children': ['23']},{'id': '23', 'type': 'assignment', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'kind'},{'id': '25', 'type': 'string', 'children': [], 'value': "'mergesort'"},{'id': '26', 'type': 'return_statement', 'children': ['27']},{'id': '27', 'type': 'call', 'children': ['28', '31']},{'id': '28', 'type': 'attribute', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'sort_index'},{'id': '31', 'type': 'argument_list', 'children': ['32', '35', '38', '41']},{'id': '32', 'type': 'keyword_argument', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'axis'},{'id': '34', 'type': 'integer', 'children': [], 'value': '1'},{'id': '35', 'type': 'keyword_argument', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'kind'},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'kind'},{'id': '38', 'type': 'keyword_argument', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'inplace'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'inplace'},{'id': '41', 'type': 'keyword_argument', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'ascending'},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'ascending'}
def sort_samples(self, stable=True, inplace=False, ascending=True): kind = 'quicksort' if stable: kind = 'mergesort' return self.sort_index(axis=1, kind=kind, inplace=inplace, ascending=ascending)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'parseColors'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'colors'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'defaultColor'},{'id': '6', 'type': 'block', 'children': ['7', '11', '140', '155', '177']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '10', 'type': 'list', 'children': [], 'value': '[]'},{'id': '11', 'type': 'if_statement', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'colors'},{'id': '13', 'type': 'block', 'children': ['14']},{'id': '14', 'type': 'for_statement', 'children': ['15', '16', '17']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'colorInfo'},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'colors'},{'id': '17', 'type': 'block', 'children': ['18', '29']},{'id': '18', 'type': 'expression_statement', 'children': ['19']},{'id': '19', 'type': 'assignment', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'fields'},{'id': '21', 'type': 'call', 'children': ['22', '25']},{'id': '22', 'type': 'attribute', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'colorInfo'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'split'},{'id': '25', 'type': 'argument_list', 'children': ['26']},{'id': '26', 'type': 'keyword_argument', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'maxsplit'},{'id': '28', 'type': 'integer', 'children': [], 'value': '1'},{'id': '29', 'type': 'if_statement', 'children': ['30', '36', '116']},{'id': '30', 'type': 'comparison_operator', 'children': ['31', '35'], 'value': '=='},{'id': '31', 'type': 'call', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '33', 'type': 'argument_list', 'children': ['34']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'fields'},{'id': '35', 'type': 'integer', 'children': [], 'value': '2'},{'id': '36', 'type': 'block', 'children': ['37', '43', '78', '107']},{'id': '37', 'type': 'expression_statement', 'children': ['38']},{'id': '38', 'type': 'assignment', 'children': ['39', '42']},{'id': '39', 'type': 'pattern_list', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'threshold'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'color'},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'fields'},{'id': '43', 'type': 'try_statement', 'children': ['44', '52']},{'id': '44', 'type': 'block', 'children': ['45']},{'id': '45', 'type': 'expression_statement', 'children': ['46']},{'id': '46', 'type': 'assignment', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'threshold'},{'id': '48', 'type': 'call', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'float'},{'id': '50', 'type': 'argument_list', 'children': ['51']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'threshold'},{'id': '52', 'type': 'except_clause', 'children': ['53', '54']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '54', 'type': 'block', 'children': ['55', '71']},{'id': '55', 'type': 'expression_statement', 'children': ['56']},{'id': '56', 'type': 'call', 'children': ['57', '58']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '58', 'type': 'argument_list', 'children': ['59', '66']},{'id': '59', 'type': 'binary_operator', 'children': ['60', '65'], 'value': '%'},{'id': '60', 'type': 'concatenated_string', 'children': ['61', '62', '63', '64']},{'id': '61', 'type': 'string', 'children': [], 'value': "'--color arguments must be given as space-separated '"},{'id': '62', 'type': 'string', 'children': [], 'value': '\'pairs of "value color" where the value is a \''},{'id': '63', 'type': 'string', 'children': [], 'value': "'numeric identity threshold. Your value %r is not '"},{'id': '64', 'type': 'string', 'children': [], 'value': "'numeric.'"},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'threshold'},{'id': '66', 'type': 'keyword_argument', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'file'},{'id': '68', 'type': 'attribute', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'sys'},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'stderr'},{'id': '71', 'type': 'expression_statement', 'children': ['72']},{'id': '72', 'type': 'call', 'children': ['73', '76']},{'id': '73', 'type': 'attribute', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'sys'},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'exit'},{'id': '76', 'type': 'argument_list', 'children': ['77']},{'id': '77', 'type': 'integer', 'children': [], 'value': '1'},{'id': '78', 'type': 'if_statement', 'children': ['79', '83']},{'id': '79', 'type': 'comparison_operator', 'children': ['80', '81', '82'], 'value': '>'},{'id': '80', 'type': 'float', 'children': [], 'value': '0.0'},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'threshold'},{'id': '82', 'type': 'float', 'children': [], 'value': '1.0'},{'id': '83', 'type': 'block', 'children': ['84', '100']},{'id': '84', 'type': 'expression_statement', 'children': ['85']},{'id': '85', 'type': 'call', 'children': ['86', '87']},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '87', 'type': 'argument_list', 'children': ['88', '95']},{'id': '88', 'type': 'binary_operator', 'children': ['89', '94'], 'value': '%'},{'id': '89', 'type': 'concatenated_string', 'children': ['90', '91', '92', '93']},{'id': '90', 'type': 'string', 'children': [], 'value': "'--color arguments must be given as space-separated '"},{'id': '91', 'type': 'string', 'children': [], 'value': '\'pairs of "value color" where the value is a \''},{'id': '92', 'type': 'string', 'children': [], 'value': "'numeric identity threshold from 0.0 to 1.0. Your '"},{'id': '93', 'type': 'string', 'children': [], 'value': "'value %r is not in that range.'"},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'threshold'},{'id': '95', 'type': 'keyword_argument', 'children': ['96', '97']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'file'},{'id': '97', 'type': 'attribute', 'children': ['98', '99']},{'id': '98', 'type': 'identifier', 'children': [], 'value': 'sys'},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'stderr'},{'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': 'sys'},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'exit'},{'id': '105', 'type': 'argument_list', 'children': ['106']},{'id': '106', 'type': 'integer', 'children': [], 'value': '1'},{'id': '107', 'type': 'expression_statement', 'children': ['108']},{'id': '108', 'type': 'call', 'children': ['109', '112']},{'id': '109', 'type': 'attribute', 'children': ['110', '111']},{'id': '110', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '112', 'type': 'argument_list', 'children': ['113']},{'id': '113', 'type': 'tuple', 'children': ['114', '115']},{'id': '114', 'type': 'identifier', 'children': [], 'value': 'threshold'},{'id': '115', 'type': 'identifier', 'children': [], 'value': 'color'},{'id': '116', 'type': 'else_clause', 'children': ['117']},{'id': '117', 'type': 'block', 'children': ['118', '133']},{'id': '118', 'type': 'expression_statement', 'children': ['119']},{'id': '119', 'type': 'call', 'children': ['120', '121']},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '121', 'type': 'argument_list', 'children': ['122', '128']},{'id': '122', 'type': 'binary_operator', 'children': ['123', '127'], 'value': '%'},{'id': '123', 'type': 'concatenated_string', 'children': ['124', '125', '126']},{'id': '124', 'type': 'string', 'children': [], 'value': "'--color arguments must be given as space-separated '"},{'id': '125', 'type': 'string', 'children': [], 'value': '\'pairs of "value color". You have given %r, which does \''},{'id': '126', 'type': 'string', 'children': [], 'value': "'not contain a space.'"},{'id': '127', 'type': 'identifier', 'children': [], 'value': 'colorInfo'},{'id': '128', 'type': 'keyword_argument', 'children': ['129', '130']},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'file'},{'id': '130', 'type': 'attribute', 'children': ['131', '132']},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'sys'},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'stderr'},{'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': 'sys'},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'exit'},{'id': '138', 'type': 'argument_list', 'children': ['139']},{'id': '139', 'type': 'integer', 'children': [], 'value': '1'},{'id': '140', 'type': 'expression_statement', 'children': ['141']},{'id': '141', 'type': 'call', 'children': ['142', '145']},{'id': '142', 'type': 'attribute', 'children': ['143', '144']},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'sort'},{'id': '145', 'type': 'argument_list', 'children': ['146', '152']},{'id': '146', 'type': 'keyword_argument', 'children': ['147', '148']},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '148', 'type': 'call', 'children': ['149', '150']},{'id': '149', 'type': 'identifier', 'children': [], 'value': 'itemgetter'},{'id': '150', 'type': 'argument_list', 'children': ['151']},{'id': '151', 'type': 'integer', 'children': [], 'value': '0'},{'id': '152', 'type': 'keyword_argument', 'children': ['153', '154']},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '154', 'type': 'True', 'children': []},{'id': '155', 'type': 'if_statement', 'children': ['156', '167']},{'id': '156', 'type': 'boolean_operator', 'children': ['157', '159'], 'value': 'or'},{'id': '157', 'type': 'not_operator', 'children': ['158']},{'id': '158', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '159', 'type': 'comparison_operator', 'children': ['160', '166'], 'value': '>'},{'id': '160', 'type': 'subscript', 'children': ['161', '165']},{'id': '161', 'type': 'subscript', 'children': ['162', '163']},{'id': '162', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '163', 'type': 'unary_operator', 'children': ['164'], 'value': '-'},{'id': '164', 'type': 'integer', 'children': [], 'value': '1'},{'id': '165', 'type': 'integer', 'children': [], 'value': '0'},{'id': '166', 'type': 'float', 'children': [], 'value': '0.0'},{'id': '167', 'type': 'block', 'children': ['168']},{'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': 'result'},{'id': '172', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '173', 'type': 'argument_list', 'children': ['174']},{'id': '174', 'type': 'tuple', 'children': ['175', '176']},{'id': '175', 'type': 'float', 'children': [], 'value': '0.0'},{'id': '176', 'type': 'identifier', 'children': [], 'value': 'defaultColor'},{'id': '177', 'type': 'return_statement', 'children': ['178']},{'id': '178', 'type': 'identifier', 'children': [], 'value': 'result'}
def parseColors(colors, defaultColor): result = [] if colors: for colorInfo in colors: fields = colorInfo.split(maxsplit=1) if len(fields) == 2: threshold, color = fields try: threshold = float(threshold) except ValueError: print('--color arguments must be given as space-separated ' 'pairs of "value color" where the value is a ' 'numeric identity threshold. Your value %r is not ' 'numeric.' % threshold, file=sys.stderr) sys.exit(1) if 0.0 > threshold > 1.0: print('--color arguments must be given as space-separated ' 'pairs of "value color" where the value is a ' 'numeric identity threshold from 0.0 to 1.0. Your ' 'value %r is not in that range.' % threshold, file=sys.stderr) sys.exit(1) result.append((threshold, color)) else: print('--color arguments must be given as space-separated ' 'pairs of "value color". You have given %r, which does ' 'not contain a space.' % colorInfo, file=sys.stderr) sys.exit(1) result.sort(key=itemgetter(0), reverse=True) if not result or result[-1][0] > 0.0: result.append((0.0, defaultColor)) return result
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'bisect_index'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'a'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '6', 'type': 'block', 'children': ['7', '17', '33']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '10', 'type': 'call', 'children': ['11', '14']},{'id': '11', 'type': 'attribute', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'bisect'},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'bisect_left'},{'id': '14', 'type': 'argument_list', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'a'},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '17', 'type': 'if_statement', 'children': ['18', '30']},{'id': '18', 'type': 'boolean_operator', 'children': ['19', '25'], 'value': 'and'},{'id': '19', 'type': 'comparison_operator', 'children': ['20', '21'], 'value': '!='},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '21', 'type': 'call', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '23', 'type': 'argument_list', 'children': ['24']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'a'},{'id': '25', 'type': 'comparison_operator', 'children': ['26', '29'], 'value': '=='},{'id': '26', 'type': 'subscript', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'a'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '30', 'type': 'block', 'children': ['31']},{'id': '31', 'type': 'return_statement', 'children': ['32']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'i'},{'id': '33', 'type': 'raise_statement', 'children': ['34']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'ValueError'}
def bisect_index(a, x): i = bisect.bisect_left(a, x) if i != len(a) and a[i] == x: return i raise ValueError
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'writeSampleIndex'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'fp'},{'id': '6', 'type': 'block', 'children': ['7']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'call', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '10', 'type': 'argument_list', 'children': ['11', '42']},{'id': '11', 'type': 'call', 'children': ['12', '15']},{'id': '12', 'type': 'attribute', 'children': ['13', '14']},{'id': '13', 'type': 'string', 'children': [], 'value': "'\\n'"},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '15', 'type': 'generator_expression', 'children': ['16', '21']},{'id': '16', 'type': 'binary_operator', 'children': ['17', '18'], 'value': '%'},{'id': '17', 'type': 'string', 'children': [], 'value': "'%d %s'"},{'id': '18', 'type': 'tuple', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '21', 'type': 'for_in_clause', 'children': ['22', '25']},{'id': '22', 'type': 'tuple_pattern', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '25', 'type': 'call', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '27', 'type': 'generator_expression', 'children': ['28', '31']},{'id': '28', 'type': 'tuple', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '31', 'type': 'for_in_clause', 'children': ['32', '35']},{'id': '32', 'type': 'tuple_pattern', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '35', 'type': 'call', 'children': ['36', '41']},{'id': '36', 'type': 'attribute', 'children': ['37', '40']},{'id': '37', 'type': 'attribute', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '39', 'type': 'identifier', 'children': [], 'value': '_samples'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '41', 'type': 'argument_list', 'children': []},{'id': '42', 'type': 'keyword_argument', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'file'},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'fp'}
def writeSampleIndex(self, fp): print('\n'.join( '%d %s' % (index, name) for (index, name) in sorted((index, name) for (name, index) in self._samples.items()) ), file=fp)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'writePathogenIndex'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'fp'},{'id': '6', 'type': 'block', 'children': ['7']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'call', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'print'},{'id': '10', 'type': 'argument_list', 'children': ['11', '42']},{'id': '11', 'type': 'call', 'children': ['12', '15']},{'id': '12', 'type': 'attribute', 'children': ['13', '14']},{'id': '13', 'type': 'string', 'children': [], 'value': "'\\n'"},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '15', 'type': 'generator_expression', 'children': ['16', '21']},{'id': '16', 'type': 'binary_operator', 'children': ['17', '18'], 'value': '%'},{'id': '17', 'type': 'string', 'children': [], 'value': "'%d %s'"},{'id': '18', 'type': 'tuple', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '21', 'type': 'for_in_clause', 'children': ['22', '25']},{'id': '22', 'type': 'tuple_pattern', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '25', 'type': 'call', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '27', 'type': 'generator_expression', 'children': ['28', '31']},{'id': '28', 'type': 'tuple', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '31', 'type': 'for_in_clause', 'children': ['32', '35']},{'id': '32', 'type': 'tuple_pattern', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'index'},{'id': '35', 'type': 'call', 'children': ['36', '41']},{'id': '36', 'type': 'attribute', 'children': ['37', '40']},{'id': '37', 'type': 'attribute', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '39', 'type': 'identifier', 'children': [], 'value': '_pathogens'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '41', 'type': 'argument_list', 'children': []},{'id': '42', 'type': 'keyword_argument', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'file'},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'fp'}
def writePathogenIndex(self, fp): print('\n'.join( '%d %s' % (index, name) for (index, name) in sorted((index, name) for (name, index) in self._pathogens.items()) ), file=fp)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_transform_chrom'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'chrom'},{'id': '5', 'type': 'block', 'children': ['6']},{'id': '6', 'type': 'try_statement', 'children': ['7', '15', '39']},{'id': '7', 'type': 'block', 'children': ['8']},{'id': '8', 'type': 'expression_statement', 'children': ['9']},{'id': '9', 'type': 'assignment', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'c'},{'id': '11', 'type': 'call', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '13', 'type': 'argument_list', 'children': ['14']},{'id': '14', 'type': 'identifier', 'children': [], 'value': 'chrom'},{'id': '15', 'type': 'except_clause', 'children': ['16']},{'id': '16', 'type': 'block', 'children': ['17']},{'id': '17', 'type': 'if_statement', 'children': ['18', '23', '26', '33']},{'id': '18', 'type': 'comparison_operator', 'children': ['19', '20'], 'value': 'in'},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'chrom'},{'id': '20', 'type': 'list', 'children': ['21', '22'], 'value': "['X', 'Y']"},{'id': '21', 'type': 'string', 'children': [], 'value': "'X'"},{'id': '22', 'type': 'string', 'children': [], 'value': "'Y'"},{'id': '23', 'type': 'block', 'children': ['24']},{'id': '24', 'type': 'return_statement', 'children': ['25']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'chrom'},{'id': '26', 'type': 'elif_clause', 'children': ['27', '30']},{'id': '27', 'type': 'comparison_operator', 'children': ['28', '29'], 'value': '=='},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'chrom'},{'id': '29', 'type': 'string', 'children': [], 'value': "'MT'"},{'id': '30', 'type': 'block', 'children': ['31']},{'id': '31', 'type': 'return_statement', 'children': ['32']},{'id': '32', 'type': 'string', 'children': [], 'value': "'_MT'"},{'id': '33', 'type': 'else_clause', 'children': ['34']},{'id': '34', 'type': 'block', 'children': ['35']},{'id': '35', 'type': 'return_statement', 'children': ['36']},{'id': '36', 'type': 'binary_operator', 'children': ['37', '38'], 'value': '+'},{'id': '37', 'type': 'string', 'children': [], 'value': "'__'"},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'chrom'},{'id': '39', 'type': 'else_clause', 'children': ['40']},{'id': '40', 'type': 'block', 'children': ['41']},{'id': '41', 'type': 'return_statement', 'children': ['42']},{'id': '42', 'type': 'binary_operator', 'children': ['43', '44'], 'value': '%'},{'id': '43', 'type': 'string', 'children': [], 'value': "'%02d'"},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'c'}
def _transform_chrom(chrom): try: c = int(chrom) except: if chrom in ['X', 'Y']: return chrom elif chrom == 'MT': return '_MT' else: return '__' + chrom else: return '%02d' % c
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_show'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'block', 'children': ['6', '23']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'p'},{'id': '9', 'type': 'call', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': '_runshell'},{'id': '11', 'type': 'argument_list', 'children': ['12', '18']},{'id': '12', 'type': 'list', 'children': ['13', '14', '15'], 'value': "[brctlexe, 'show', self.name]"},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'brctlexe'},{'id': '14', 'type': 'string', 'children': [], 'value': "'show'"},{'id': '15', 'type': 'attribute', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '18', 'type': 'binary_operator', 'children': ['19', '20'], 'value': '%'},{'id': '19', 'type': 'string', 'children': [], 'value': '"Could not show %s."'},{'id': '20', 'type': 'attribute', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '23', 'type': 'return_statement', 'children': ['24']},{'id': '24', 'type': 'subscript', 'children': ['25', '36']},{'id': '25', 'type': 'call', 'children': ['26', '35']},{'id': '26', 'type': 'attribute', 'children': ['27', '34']},{'id': '27', 'type': 'call', 'children': ['28', '33']},{'id': '28', 'type': 'attribute', 'children': ['29', '32']},{'id': '29', 'type': 'attribute', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'p'},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'stdout'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'read'},{'id': '33', 'type': 'argument_list', 'children': []},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'split'},{'id': '35', 'type': 'argument_list', 'children': []},{'id': '36', 'type': 'slice', 'children': ['37', '38']},{'id': '37', 'type': 'integer', 'children': [], 'value': '7'},{'id': '38', 'type': 'colon', 'children': []}
def _show(self): p = _runshell([brctlexe, 'show', self.name], "Could not show %s." % self.name) return p.stdout.read().split()[7:]
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_assembly'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '5', 'type': 'block', 'children': ['6', '23']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'fn'},{'id': '9', 'type': 'call', 'children': ['10', '13']},{'id': '10', 'type': 'attribute', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'pkg_resources'},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'resource_filename'},{'id': '13', 'type': 'argument_list', 'children': ['14', '15']},{'id': '14', 'type': 'identifier', 'children': [], 'value': '__name__'},{'id': '15', 'type': 'call', 'children': ['16', '19']},{'id': '16', 'type': 'attribute', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': '_assy_path_fmt'},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '19', 'type': 'argument_list', 'children': ['20']},{'id': '20', 'type': 'keyword_argument', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '23', 'type': 'return_statement', 'children': ['24']},{'id': '24', 'type': 'call', 'children': ['25', '28']},{'id': '25', 'type': 'attribute', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'json'},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'load'},{'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': 'gzip'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'open'},{'id': '33', 'type': 'argument_list', 'children': ['34', '35', '38']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'fn'},{'id': '35', 'type': 'keyword_argument', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'mode'},{'id': '37', 'type': 'string', 'children': [], 'value': '"rt"'},{'id': '38', 'type': 'keyword_argument', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'encoding'},{'id': '40', 'type': 'string', 'children': [], 'value': '"utf-8"'}
def get_assembly(name): fn = pkg_resources.resource_filename( __name__, _assy_path_fmt.format(name=name)) return json.load(gzip.open(fn, mode="rt", encoding="utf-8"))
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def coverageInfo(self): result = defaultdict(list) for titleAlignment in self: for hsp in titleAlignment.hsps: score = hsp.score.score for (subjectOffset, base, _) in titleAlignment.read.walkHSP( hsp, includeWhiskers=False): result[subjectOffset].append((score, base)) return result
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'type': 'assignment', 'children': ['47', '50']},{'id': '47', 'type': 'attribute', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'readSetFilter'},{'id': '50', 'type': 'call', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'ReadSetFilter'},{'id': '52', 'type': 'argument_list', 'children': ['53']},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'minNewReads'},{'id': '54', 'type': 'expression_statement', 'children': ['55']},{'id': '55', 'type': 'assignment', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'readSetFilter'},{'id': '57', 'type': 'attribute', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'readSetFilter'},{'id': '60', 'type': 'expression_statement', 'children': ['61']},{'id': 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'identifier', 'children': [], 'value': 'self'},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'keys'},{'id': '122', 'type': 'argument_list', 'children': []},{'id': '123', 'type': 'for_statement', 'children': ['124', '125', '126']},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'title'},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'titles'},{'id': '126', 'type': 'block', 'children': ['127', '140', '146', '161', '186', '201', '216', '230']},{'id': '127', 'type': 'if_statement', 'children': ['128', '138']},{'id': '128', 'type': 'boolean_operator', 'children': ['129', '132'], 'value': 'and'},{'id': '129', 'type': 'comparison_operator', 'children': ['130', '131'], 'value': 'is'},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'maxTitles'},{'id': '131', 'type': 'None', 'children': []},{'id': '132', 'type': 'comparison_operator', 'children': ['133', '137'], 'value': '=='},{'id': '133', 'type': 'call', 'children': ['134', '135']},{'id': 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'type': 'call', 'children': ['194', '197']},{'id': '194', 'type': 'attribute', 'children': ['195', '196']},{'id': '195', 'type': 'identifier', 'children': [], 'value': 'titleAlignments'},{'id': '196', 'type': 'identifier', 'children': [], 'value': 'hasScoreBetterThan'},{'id': '197', 'type': 'argument_list', 'children': ['198']},{'id': '198', 'type': 'identifier', 'children': [], 'value': 'withScoreBetterThan'},{'id': '199', 'type': 'block', 'children': ['200']},{'id': '200', 'type': 'continue_statement', 'children': []},{'id': '201', 'type': 'if_statement', 'children': ['202', '214']},{'id': '202', 'type': '()', 'children': ['203']},{'id': '203', 'type': 'boolean_operator', 'children': ['204', '207'], 'value': 'and'},{'id': '204', 'type': 'comparison_operator', 'children': ['205', '206'], 'value': 'is'},{'id': '205', 'type': 'identifier', 'children': [], 'value': 'minCoverage'},{'id': '206', 'type': 'None', 'children': []},{'id': '207', 'type': 'comparison_operator', 'children': ['208', '213'], 'value': '<'},{'id': '208', 'type': 'call', 'children': ['209', '212']},{'id': '209', 'type': 'attribute', 'children': ['210', '211']},{'id': '210', 'type': 'identifier', 'children': [], 'value': 'titleAlignments'},{'id': '211', 'type': 'identifier', 'children': [], 'value': 'coverage'},{'id': '212', 'type': 'argument_list', 'children': []},{'id': '213', 'type': 'identifier', 'children': [], 'value': 'minCoverage'},{'id': '214', 'type': 'block', 'children': ['215']},{'id': '215', 'type': 'continue_statement', 'children': []},{'id': '216', 'type': 'if_statement', 'children': ['217', '228']},{'id': '217', 'type': '()', 'children': ['218']},{'id': '218', 'type': 'boolean_operator', 'children': ['219', '220'], 'value': 'and'},{'id': '219', 'type': 'identifier', 'children': [], 'value': 'readSetFilter'},{'id': '220', 'type': 'not_operator', 'children': ['221']},{'id': '221', 'type': 'call', 'children': ['222', '225']},{'id': '222', 'type': 'attribute', 'children': ['223', '224']},{'id': '223', 'type': 'identifier', 'children': [], 'value': 'readSetFilter'},{'id': '224', 'type': 'identifier', 'children': [], 'value': 'accept'},{'id': '225', 'type': 'argument_list', 'children': ['226', '227']},{'id': '226', 'type': 'identifier', 'children': [], 'value': 'title'},{'id': '227', 'type': 'identifier', 'children': [], 'value': 'titleAlignments'},{'id': '228', 'type': 'block', 'children': ['229']},{'id': '229', 'type': 'continue_statement', 'children': []},{'id': '230', 'type': 'expression_statement', 'children': ['231']},{'id': '231', 'type': 'call', 'children': ['232', '235']},{'id': '232', 'type': 'attribute', 'children': ['233', '234']},{'id': '233', 'type': 'identifier', 'children': [], 'value': 'result'},{'id': '234', 'type': 'identifier', 'children': [], 'value': 'addTitle'},{'id': '235', 'type': 'argument_list', 'children': ['236', '237']},{'id': '236', 'type': 'identifier', 'children': [], 'value': 'title'},{'id': '237', 'type': 'identifier', 'children': [], 'value': 'titleAlignments'},{'id': '238', 'type': 'return_statement', 'children': ['239']},{'id': '239', 'type': 'identifier', 'children': [], 'value': 'result'}
def filter(self, minMatchingReads=None, minMedianScore=None, withScoreBetterThan=None, minNewReads=None, minCoverage=None, maxTitles=None, sortOn='maxScore'): if minNewReads is None: readSetFilter = None else: if self.readSetFilter is None: self.readSetFilter = ReadSetFilter(minNewReads) readSetFilter = self.readSetFilter result = TitlesAlignments( self.readsAlignments, self.scoreClass, self.readSetFilter, importReadsAlignmentsTitles=False) if maxTitles is not None and len(self) > maxTitles: if maxTitles < 0: raise ValueError('maxTitles (%r) cannot be negative.' % maxTitles) else: titles = self.sortTitles(sortOn) else: titles = self.keys() for title in titles: if maxTitles is not None and len(result) == maxTitles: break titleAlignments = self[title] if (minMatchingReads is not None and titleAlignments.readCount() < minMatchingReads): continue if (minMedianScore is not None and self.scoreClass(titleAlignments.medianScore()) < self.scoreClass(minMedianScore)): continue if (withScoreBetterThan is not None and not titleAlignments.hasScoreBetterThan(withScoreBetterThan)): continue if (minCoverage is not None and titleAlignments.coverage() < minCoverage): continue if (readSetFilter and not readSetFilter.accept(title, titleAlignments)): continue result.addTitle(title, titleAlignments) return result
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'argument_list', 'children': ['16']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '17', 'type': 'if_statement', 'children': ['18', '21']},{'id': '18', 'type': 'comparison_operator', 'children': ['19', '20'], 'value': '=='},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'by'},{'id': '20', 'type': 'string', 'children': [], 'value': "'length'"},{'id': '21', 'type': 'block', 'children': ['22']},{'id': '22', 'type': 'return_statement', 'children': ['23']},{'id': '23', 'type': 'call', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '25', 'type': 'argument_list', 'children': ['26', '27', '30']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'titles'},{'id': '27', 'type': 'keyword_argument', 'children': ['28', '29']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '29', 'type': 'True', 'children': []},{'id': '30', 'type': 'keyword_argument', 'children': ['31', '32']},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '32', 'type': 'lambda', 'children': ['33', '35']},{'id': '33', 'type': 'lambda_parameters', 'children': ['34']},{'id': '34', 'type': 'identifier', 'children': [], 'value': 'title'},{'id': '35', 'type': 'attribute', 'children': ['36', '39']},{'id': '36', 'type': 'subscript', 'children': ['37', '38']},{'id': '37', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'title'},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'subjectLength'},{'id': '40', 'type': 'if_statement', 'children': ['41', '44']},{'id': '41', 'type': 'comparison_operator', 'children': ['42', '43'], 'value': '=='},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'by'},{'id': '43', 'type': 'string', 'children': [], 'value': "'maxScore'"},{'id': '44', 'type': 'block', 'children': ['45']},{'id': '45', 'type': 'return_statement', 'children': 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[], 'value': 'self'},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'title'},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'bestHsp'},{'id': '64', 'type': 'argument_list', 'children': []},{'id': '65', 'type': 'if_statement', 'children': ['66', '69']},{'id': '66', 'type': 'comparison_operator', 'children': ['67', '68'], 'value': '=='},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'by'},{'id': '68', 'type': 'string', 'children': [], 'value': "'medianScore'"},{'id': '69', 'type': 'block', 'children': ['70']},{'id': '70', 'type': 'return_statement', 'children': ['71']},{'id': '71', 'type': 'call', 'children': ['72', '73']},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '73', 'type': 'argument_list', 'children': ['74', '75', '78']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'titles'},{'id': '75', 'type': 'keyword_argument', 'children': ['76', '77']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '77', 'type': 'True', 'children': []},{'id': '78', 'type': 'keyword_argument', 'children': ['79', '80']},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '80', 'type': 'lambda', 'children': ['81', '83']},{'id': '81', 'type': 'lambda_parameters', 'children': ['82']},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'title'},{'id': '83', 'type': 'call', 'children': ['84', '87']},{'id': '84', 'type': 'attribute', 'children': ['85', '86']},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'scoreClass'},{'id': '87', 'type': 'argument_list', 'children': ['88']},{'id': '88', 'type': 'call', 'children': ['89', '94']},{'id': '89', 'type': 'attribute', 'children': ['90', '93']},{'id': '90', 'type': 'subscript', 'children': ['91', '92']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'title'},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'medianScore'},{'id': '94', 'type': 'argument_list', 'children': []},{'id': '95', 'type': 'if_statement', 'children': ['96', '99']},{'id': '96', 'type': 'comparison_operator', 'children': ['97', '98'], 'value': '=='},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'by'},{'id': '98', 'type': 'string', 'children': [], 'value': "'readCount'"},{'id': '99', 'type': 'block', 'children': ['100']},{'id': '100', 'type': 'return_statement', 'children': ['101']},{'id': '101', 'type': 'call', 'children': ['102', '103']},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '103', 'type': 'argument_list', 'children': ['104', '105', '108']},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'titles'},{'id': '105', 'type': 'keyword_argument', 'children': ['106', '107']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'reverse'},{'id': '107', 'type': 'True', 'children': []},{'id': '108', 'type': 'keyword_argument', 'children': ['109', '110']},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '110', 'type': 'lambda', 'children': ['111', '113']},{'id': '111', 'type': 'lambda_parameters', 'children': ['112']},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'title'},{'id': '113', 'type': 'call', 'children': ['114', '119']},{'id': '114', 'type': 'attribute', 'children': ['115', '118']},{'id': '115', 'type': 'subscript', 'children': ['116', '117']},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '117', 'type': 'identifier', 'children': [], 'value': 'title'},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'readCount'},{'id': '119', 'type': 'argument_list', 'children': []},{'id': '120', 'type': 'if_statement', 'children': ['121', '124']},{'id': '121', 'type': 'comparison_operator', 'children': ['122', '123'], 'value': '=='},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'by'},{'id': '123', 'type': 'string', 'children': [], 'value': "'title'"},{'id': '124', 'type': 'block', 'children': ['125']},{'id': '125', 'type': 'return_statement', 'children': ['126']},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'titles'},{'id': '127', 'type': 'raise_statement', 'children': ['128']},{'id': '128', 'type': 'call', 'children': ['129', '130']},{'id': '129', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '130', 'type': 'argument_list', 'children': ['131']},{'id': '131', 'type': 'concatenated_string', 'children': ['132', '133']},{'id': '132', 'type': 'string', 'children': [], 'value': '\'Sort attribute must be one of "length", "maxScore", \''},{'id': '133', 'type': 'string', 'children': [], 'value': '\'"medianScore", "readCount", "title".\''}
def sortTitles(self, by): titles = sorted(iter(self)) if by == 'length': return sorted( titles, reverse=True, key=lambda title: self[title].subjectLength) if by == 'maxScore': return sorted( titles, reverse=True, key=lambda title: self[title].bestHsp()) if by == 'medianScore': return sorted( titles, reverse=True, key=lambda title: self.scoreClass(self[title].medianScore())) if by == 'readCount': return sorted( titles, reverse=True, key=lambda title: self[title].readCount()) if by == 'title': return titles raise ValueError('Sort attribute must be one of "length", "maxScore", ' '"medianScore", "readCount", "title".')
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def summary(self, sortOn=None): titles = self if sortOn is None else self.sortTitles(sortOn) for title in titles: yield self[title].summary()
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def tabSeparatedSummary(self, sortOn=None): result = [] for titleSummary in self.summary(sortOn): result.append('\t'.join([ '%(coverage)f', '%(medianScore)f', '%(bestScore)f', '%(readCount)d', '%(hspCount)d', '%(subjectLength)d', '%(subjectTitle)s', ]) % titleSummary) return '\n'.join(result)
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'infer_namespaces'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'ac'},{'id': '5', 'type': 'block', 'children': ['6']},{'id': '6', 'type': 'return_statement', 'children': ['7']},{'id': '7', 'type': 'list_comprehension', 'children': ['8', '9', '18']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '9', 'type': 'for_in_clause', 'children': ['10', '13']},{'id': '10', 'type': 'pattern_list', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '13', 'type': 'call', 'children': ['14', '17']},{'id': '14', 'type': 'attribute', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'ac_namespace_regexps'},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '17', 'type': 'argument_list', 'children': []},{'id': '18', 'type': 'if_clause', 'children': ['19']},{'id': '19', 'type': 'call', 'children': ['20', '23']},{'id': '20', 'type': 'attribute', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'match'},{'id': '23', 'type': 'argument_list', 'children': ['24']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'ac'}
def infer_namespaces(ac): return [v for k, v in ac_namespace_regexps.items() if k.match(ac)]
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'children': [], 'value': '_nx'},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'DiGraph'},{'id': '17', 'type': 'argument_list', 'children': []},{'id': '18', 'type': 'for_statement', 'children': ['19', '20', '23']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'equation'},{'id': '20', 'type': 'attribute', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'equations'},{'id': '23', 'type': 'block', 'children': ['24', '45', '73', '82', '110', '119', '146', '156']},{'id': '24', 'type': 'expression_statement', 'children': ['25']},{'id': '25', 'type': 'assignment', 'children': ['26', '30']},{'id': '26', 'type': 'pattern_list', 'children': ['27', '28', '29']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'reactants'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'arrow'},{'id': '29', 'type': 'identifier', 'children': [], 'value': 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'value': 'ValueError'},{'id': '139', 'type': 'block', 'children': ['140']},{'id': '140', 'type': 'expression_statement', 'children': ['141']},{'id': '141', 'type': 'assignment', 'children': ['142', '143']},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'attr'},{'id': '143', 'type': 'call', 'children': ['144', '145']},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'dict'},{'id': '145', 'type': 'argument_list', 'children': []},{'id': '146', 'type': 'expression_statement', 'children': ['147']},{'id': '147', 'type': 'call', 'children': ['148', '151']},{'id': '148', 'type': 'attribute', 'children': ['149', '150']},{'id': '149', 'type': 'identifier', 'children': [], 'value': 'digraph'},{'id': '150', 'type': 'identifier', 'children': [], 'value': 'add_edge'},{'id': '151', 'type': 'argument_list', 'children': ['152', '153', '154']},{'id': '152', 'type': 'identifier', 'children': [], 'value': 'reactants'},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'products'},{'id': '154', 'type': 'dictionary_splat', 'children': ['155']},{'id': '155', 'type': 'identifier', 'children': [], 'value': 'attr'},{'id': '156', 'type': 'if_statement', 'children': ['157', '160']},{'id': '157', 'type': 'comparison_operator', 'children': ['158', '159'], 'value': '=='},{'id': '158', 'type': 'identifier', 'children': [], 'value': 'arrow'},{'id': '159', 'type': 'string', 'children': [], 'value': "'<=>'"},{'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': 'digraph'},{'id': '165', 'type': 'identifier', 'children': [], 'value': 'add_edge'},{'id': '166', 'type': 'argument_list', 'children': ['167', '168', '169']},{'id': '167', 'type': 'identifier', 'children': [], 'value': 'products'},{'id': '168', 'type': 'identifier', 'children': [], 'value': 'reactants'},{'id': '169', 'type': 'dictionary_splat', 'children': ['170']},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'attr'},{'id': '171', 'type': 'return_statement', 'children': ['172']},{'id': '172', 'type': 'identifier', 'children': [], 'value': 'digraph'}
def to_digraph(self, *args, **kwargs): digraph = _nx.DiGraph() for equation in self.equations: reactants, arrow, products = [value.strip() for value in _split_arrows(str(equation))] try: attr = equation.to_series("reactants", *args, **kwargs).to_dict() except ValueError: attr = dict() digraph.add_node(reactants, **attr) try: attr = equation.to_series("products", *args, **kwargs).to_dict() except ValueError: attr = dict() digraph.add_node(products, **attr) try: attr = equation.to_series(*args, **kwargs).to_dict() except ValueError: attr = dict() digraph.add_edge(reactants, products, **attr) if arrow == '<=>': digraph.add_edge(products, reactants, **attr) return digraph
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['93', '94']},{'id': '93', 'type': 'string', 'children': [], 'value': "'channel'"},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'cparam'},{'id': '95', 'type': 'expression_statement', 'children': ['96']},{'id': '96', 'type': 'assignment', 'children': ['97', '98']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'r'},{'id': '98', 'type': 'call', 'children': ['99', '102']},{'id': '99', 'type': 'attribute', 'children': ['100', '101']},{'id': '100', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'kraken_request'},{'id': '102', 'type': 'argument_list', 'children': ['103', '104', '105']},{'id': '103', 'type': 'string', 'children': [], 'value': "'GET'"},{'id': '104', 'type': 'string', 'children': [], 'value': "'streams'"},{'id': '105', 'type': 'keyword_argument', 'children': ['106', '107']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '107', 'type': 'identifier', 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def get_streams(self, game=None, channels=None, limit=25, offset=0): if isinstance(game, models.Game): game = game.name channelnames = [] cparam = None if channels: for c in channels: if isinstance(c, models.Channel): c = c.name channelnames.append(c) cparam = ','.join(channelnames) params = {'limit': limit, 'offset': offset, 'game': game, 'channel': cparam} r = self.kraken_request('GET', 'streams', params=params) return models.Stream.wrap_search(r)
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'type': 'identifier', 'children': [], 'value': 'queryset'},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'order_by'},{'id': '48', 'type': 'argument_list', 'children': ['49']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'sort_by'},{'id': '50', 'type': 'else_clause', 'children': ['51']},{'id': '51', 'type': 'block', 'children': ['52']},{'id': '52', 'type': 'if_statement', 'children': ['53', '58', '81']},{'id': '53', 'type': 'comparison_operator', 'children': ['54', '55'], 'value': 'in'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'sort_by'},{'id': '55', 'type': 'attribute', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'request'},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'session'},{'id': '58', 'type': 'block', 'children': ['59', '67']},{'id': '59', 'type': 'expression_statement', 'children': ['60']},{'id': '60', 'type': 'assignment', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'sort_by'},{'id': '62', 'type': 'subscript', 'children': ['63', '66']},{'id': '63', 'type': 'attribute', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'request'},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'session'},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'sort_by'},{'id': '67', 'type': 'try_statement', 'children': ['68', '78']},{'id': '68', 'type': 'block', 'children': ['69']},{'id': '69', 'type': 'expression_statement', 'children': ['70']},{'id': '70', 'type': 'assignment', 'children': ['71', '72']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'queryset'},{'id': '72', 'type': 'call', 'children': ['73', '76']},{'id': '73', 'type': 'attribute', 'children': ['74', '75']},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'queryset'},{'id': '75', 'type': 'identifier', 'children': [], 'value': 'order_by'},{'id': '76', 'type': 'argument_list', 'children': ['77']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'sort_by'},{'id': '78', 'type': 'except_clause', 'children': ['79']},{'id': '79', 'type': 'block', 'children': ['80']},{'id': '80', 'type': 'raise_statement', 'children': []},{'id': '81', 'type': 'elif_clause', 'children': ['82', '85']},{'id': '82', 'type': 'comparison_operator', 'children': ['83', '84'], 'value': 'is'},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'context'},{'id': '84', 'type': 'None', 'children': []},{'id': '85', 'type': 'block', 'children': ['86', '130']},{'id': '86', 'type': 'if_statement', 'children': ['87', '92', '108']},{'id': '87', 'type': 'comparison_operator', 'children': ['88', '91'], 'value': '!='},{'id': '88', 'type': 'subscript', 'children': ['89', '90']},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'sort_by'},{'id': '90', 'type': 'integer', 'children': [], 'value': '0'},{'id': '91', 'type': 'string', 'children': [], 'value': "'-'"},{'id': '92', 'type': 'block', 'children': ['93']},{'id': '93', 'type': 'expression_statement', 'children': ['94']},{'id': '94', 'type': 'assignment', 'children': ['95', '96']},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'sort_by'},{'id': '96', 'type': 'subscript', 'children': ['97', '102']},{'id': '97', 'type': 'attribute', 'children': ['98', '101']},{'id': '98', 'type': 'subscript', 'children': ['99', '100']},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'context'},{'id': '100', 'type': 'string', 'children': [], 'value': "'cl'"},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'list_display'},{'id': '102', 'type': 'binary_operator', 'children': ['103', '107'], 'value': '-'},{'id': '103', 'type': 'call', 'children': ['104', '105']},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '105', 'type': 'argument_list', 'children': ['106']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'sort_by'},{'id': '107', 'type': 'integer', 'children': [], 'value': '1'},{'id': '108', 'type': 'else_clause', 'children': ['109']},{'id': '109', 'type': 'block', 'children': ['110']},{'id': '110', 'type': 'expression_statement', 'children': ['111']},{'id': '111', 'type': 'assignment', 'children': ['112', '113']},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'sort_by'},{'id': '113', 'type': 'binary_operator', 'children': ['114', '115'], 'value': '+'},{'id': '114', 'type': 'string', 'children': [], 'value': "'-'"},{'id': '115', 'type': 'subscript', 'children': ['116', '121']},{'id': '116', 'type': 'attribute', 'children': ['117', '120']},{'id': '117', 'type': 'subscript', 'children': ['118', '119']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'context'},{'id': '119', 'type': 'string', 'children': [], 'value': "'cl'"},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'list_display'},{'id': '121', 'type': 'binary_operator', 'children': ['122', '129'], 'value': '-'},{'id': '122', 'type': 'call', 'children': ['123', '124']},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'abs'},{'id': '124', 'type': 'argument_list', 'children': ['125']},{'id': '125', 'type': 'call', 'children': ['126', '127']},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '127', 'type': 'argument_list', 'children': ['128']},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'sort_by'},{'id': '129', 'type': 'integer', 'children': [], 'value': '1'},{'id': '130', 'type': 'expression_statement', 'children': ['131']},{'id': '131', 'type': 'assignment', 'children': ['132', '133']},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'queryset'},{'id': '133', 'type': 'call', 'children': ['134', '137']},{'id': '134', 'type': 'attribute', 'children': ['135', '136']},{'id': '135', 'type': 'identifier', 'children': [], 'value': 'queryset'},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'order_by'},{'id': '137', 'type': 'argument_list', 'children': ['138']},{'id': '138', 'type': 'identifier', 'children': [], 'value': 'sort_by'},{'id': '139', 'type': 'return_statement', 'children': ['140']},{'id': '140', 'type': 'identifier', 'children': [], 'value': 'queryset'}
def sort_queryset(queryset, request, context=None): sort_by = request.GET.get('sort_by') if sort_by: if sort_by in [el.name for el in queryset.model._meta.fields]: queryset = queryset.order_by(sort_by) else: if sort_by in request.session: sort_by = request.session[sort_by] try: queryset = queryset.order_by(sort_by) except: raise elif context is not None: if sort_by[0] != '-': sort_by = context['cl'].list_display[int(sort_by) - 1] else: sort_by = '-' + context['cl'].list_display[abs(int(sort_by)) - 1] queryset = queryset.order_by(sort_by) return queryset
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'percentile'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'n'},{'id': '6', 'type': 'block', 'children': ['7', '14', '25', '45']},{'id': '7', 'type': 'expression_statement', 'children': ['8']},{'id': '8', 'type': 'assignment', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'size'},{'id': '10', 'type': 'call', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '12', 'type': 'argument_list', 'children': ['13']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '14', 'type': 'expression_statement', 'children': ['15']},{'id': '15', 'type': 'assignment', 'children': ['16', '17']},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '17', 'type': 'binary_operator', 'children': ['18', '24'], 'value': '-'},{'id': '18', 'type': 'binary_operator', 'children': ['19', '23'], 'value': '*'},{'id': '19', 'type': '()', 'children': ['20']},{'id': '20', 'type': 'binary_operator', 'children': ['21', '22'], 'value': '/'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'n'},{'id': '22', 'type': 'float', 'children': [], 'value': '100.0'},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'size'},{'id': '24', 'type': 'float', 'children': [], 'value': '0.5'},{'id': '25', 'type': 'if_statement', 'children': ['26', '33']},{'id': '26', 'type': 'boolean_operator', 'children': ['27', '30'], 'value': 'or'},{'id': '27', 'type': 'comparison_operator', 'children': ['28', '29'], 'value': '<'},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '29', 'type': 'integer', 'children': [], 'value': '0'},{'id': '30', 'type': 'comparison_operator', 'children': ['31', '32'], 'value': '>'},{'id': '31', 'type': 'identifier', 'children': [], 'value': 'idx'},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'size'},{'id': '33', 'type': 'block', 'children': ['34']},{'id': '34', 'type': 'raise_statement', 'children': ['35']},{'id': '35', 'type': 'call', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'StatisticsError'},{'id': '37', 'type': 'argument_list', 'children': ['38']},{'id': '38', 'type': 'call', 'children': ['39', '42']},{'id': '39', 'type': 'attribute', 'children': ['40', '41']},{'id': '40', 'type': 'string', 'children': [], 'value': '"Too few data points ({}) for {}th percentile"'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '42', 'type': 'argument_list', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'size'},{'id': '44', 'type': 'identifier', 'children': [], 'value': 'n'},{'id': '45', 'type': 'return_statement', 'children': ['46']},{'id': '46', 'type': 'subscript', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '48', 'type': 'call', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'int'},{'id': '50', 'type': 'argument_list', 'children': ['51']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'idx'}
def percentile(data, n): size = len(data) idx = (n / 100.0) * size - 0.5 if idx < 0 or idx > size: raise StatisticsError("Too few data points ({}) for {}th percentile".format(size, n)) return data[int(idx)]
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_histogram'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '5', 'type': 'block', 'children': ['6', '13', '28', '34', '41', '48', '58', '68', '88']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'count'},{'id': '9', 'type': 'call', 'children': ['10', '11']},{'id': '10', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '11', 'type': 'argument_list', 'children': ['12']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '13', 'type': 'if_statement', 'children': ['14', '17']},{'id': '14', 'type': 'comparison_operator', 'children': ['15', '16'], 'value': '<'},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'count'},{'id': '16', 'type': 'integer', 'children': [], 'value': '2'},{'id': '17', 'type': 'block', 'children': ['18']},{'id': '18', 'type': 'raise_statement', 'children': ['19']},{'id': '19', 'type': 'call', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'StatisticsError'},{'id': '21', 'type': 'argument_list', 'children': ['22']},{'id': '22', 'type': 'call', 'children': ['23', '26']},{'id': '23', 'type': 'attribute', 'children': ['24', '25']},{'id': '24', 'type': 'string', 'children': [], 'value': "'Too few data points ({}) for get_histogram'"},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'format'},{'id': '26', 'type': 'argument_list', 'children': ['27']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'count'},{'id': '28', 'type': 'expression_statement', 'children': ['29']},{'id': '29', 'type': 'assignment', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'min_'},{'id': '31', 'type': 'subscript', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '33', 'type': 'integer', 'children': [], 'value': '0'},{'id': '34', 'type': 'expression_statement', 'children': ['35']},{'id': '35', 'type': 'assignment', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'max_'},{'id': '37', 'type': 'subscript', 'children': ['38', '39']},{'id': '38', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '39', 'type': 'unary_operator', 'children': ['40'], 'value': '-'},{'id': '40', 'type': 'integer', 'children': [], 'value': '1'},{'id': '41', 'type': 'expression_statement', 'children': ['42']},{'id': '42', 'type': 'assignment', 'children': ['43', '44']},{'id': '43', 'type': 'identifier', 'children': [], 'value': 'std'},{'id': '44', 'type': 'call', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'stdev'},{'id': '46', 'type': 'argument_list', 'children': ['47']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '48', 'type': 'expression_statement', 'children': ['49']},{'id': '49', 'type': 'assignment', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'bins'},{'id': '51', 'type': 'call', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'get_histogram_bins'},{'id': '53', 'type': 'argument_list', 'children': ['54', '55', '56', '57']},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'min_'},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'max_'},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'std'},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'count'},{'id': '58', 'type': 'expression_statement', 'children': ['59']},{'id': '59', 'type': 'assignment', 'children': ['60', '61']},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'res'},{'id': '61', 'type': 'dictionary_comprehension', 'children': ['62', '65']},{'id': '62', 'type': 'pair', 'children': ['63', '64']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '64', 'type': 'integer', 'children': [], 'value': '0'},{'id': '65', 'type': 'for_in_clause', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'x'},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'bins'},{'id': '68', 'type': 'for_statement', 'children': ['69', '70', '71']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '71', 'type': 'block', 'children': ['72']},{'id': '72', 'type': 'for_statement', 'children': ['73', '74', '75']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'bin_'},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'bins'},{'id': '75', 'type': 'block', 'children': ['76']},{'id': '76', 'type': 'if_statement', 'children': ['77', '80']},{'id': '77', 'type': 'comparison_operator', 'children': ['78', '79'], 'value': '<='},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '79', 'type': 'identifier', 'children': [], 'value': 'bin_'},{'id': '80', 'type': 'block', 'children': ['81', '87']},{'id': '81', 'type': 'expression_statement', 'children': ['82']},{'id': '82', 'type': 'augmented_assignment', 'children': ['83', '86'], 'value': '+='},{'id': '83', 'type': 'subscript', 'children': ['84', '85']},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'res'},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'bin_'},{'id': '86', 'type': 'integer', 'children': [], 'value': '1'},{'id': '87', 'type': 'break_statement', 'children': []},{'id': '88', 'type': 'return_statement', 'children': ['89']},{'id': '89', 'type': 'call', 'children': ['90', '91']},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '91', 'type': 'argument_list', 'children': ['92']},{'id': '92', 'type': 'call', 'children': ['93', '94']},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'iteritems'},{'id': '94', 'type': 'argument_list', 'children': ['95']},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'res'}
def get_histogram(data): count = len(data) if count < 2: raise StatisticsError('Too few data points ({}) for get_histogram'.format(count)) min_ = data[0] max_ = data[-1] std = stdev(data) bins = get_histogram_bins(min_, max_, std, count) res = {x: 0 for x in bins} for value in data: for bin_ in bins: if value <= bin_: res[bin_] += 1 break return sorted(iteritems(res))
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'make_geohash_tables'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'table'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'listofprecisions'},{'id': '6', 'type': 'dictionary_splat_pattern', 'children': ['7']},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '8', 'type': 'block', 'children': ['9', '11', '15', '19', '47', '56', '64', '68', '88', '98', '124', '283']},{'id': '9', 'type': 'expression_statement', 'children': ['10']},{'id': '10', 'type': 'string', 'children': [], 'value': "'''\n\tsort_by - field to sort by for each group\n\treturn_squares - boolean arg if true returns a list of squares instead of writing out to table\n\t'''"},{'id': '11', 'type': 'expression_statement', 'children': ['12']},{'id': '12', 'type': 'assignment', 'children': ['13', '14']},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'return_squares'},{'id': '14', 'type': 'False', 'children': []},{'id': '15', 'type': 'expression_statement', 'children': ['16']},{'id': '16', 'type': 'assignment', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'sort_by'},{'id': '18', 'type': 'string', 'children': [], 'value': "'COUNT'"},{'id': '19', 'type': 'for_statement', 'children': ['20', '23', '28']},{'id': '20', 'type': 'pattern_list', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '23', 'type': 'call', 'children': ['24', '27']},{'id': '24', 'type': 'attribute', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'kwargs'},{'id': '26', 'type': 'identifier', 'children': [], 'value': 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def make_geohash_tables(table,listofprecisions,**kwargs): ''' sort_by - field to sort by for each group return_squares - boolean arg if true returns a list of squares instead of writing out to table ''' return_squares = False sort_by = 'COUNT' for key,value in kwargs.iteritems(): if key == 'sort_by': sort_by = value if key == 'return_squares': return_squares = value header = df2list(table)[0] columns = header[10:] originaltable = table if not sort_by == 'COUNT': originaltable = originaltable.sort([sort_by],ascending=[0]) listofprecisions = sorted(listofprecisions,reverse=True) if return_squares == True and listofprecisions[-1] == 8: total_list = [table] elif return_squares == True: total_list = [] for row in listofprecisions: precision = int(row) table = originaltable table['GEOHASH'] = table.GEOHASH.str[:precision] table = table[['GEOHASH','COUNT']+columns].groupby(['GEOHASH'],sort=True).sum() table = table.sort([sort_by],ascending=[0]) table = table.reset_index() newsquares = [header] for row in df2list(table)[1:]: points = get_points_geohash(row[0]) newrow = [row[0]] + points + row[1:] newsquares.append(newrow) table = list2df(newsquares) if return_squares == True: total_list.append(table) else: table.to_csv('squares' + str(precision) + '.csv',index=False) if return_squares == True: return total_list else: print 'Wrote output squares tables to csv files.'
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'identifier', 'children': [], 'value': 'self'},{'id': '61', 'type': 'identifier', 'children': [], 'value': '_extractEdits'},{'id': '62', 'type': 'argument_list', 'children': ['63']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'dataSets'},{'id': '64', 'type': 'expression_statement', 'children': ['65']},{'id': '65', 'type': 'assignment', 'children': ['66', '67']},{'id': '66', 'type': 'identifier', 'children': [], 'value': 'coerceDeferred'},{'id': '67', 'type': 'call', 'children': ['68', '69']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'gatherResults'},{'id': '69', 'type': 'argument_list', 'children': ['70']},{'id': '70', 'type': 'list', 'children': ['71', '72'], 'value': '[created, edited]'},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'created'},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'edited'},{'id': '73', 'type': 'function_definition', 'children': ['74', '75', '79']},{'id': '74', 'type': 'function_name', 'children': 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'children': [], 'value': '[]'},{'id': '90', 'type': 'for_statement', 'children': ['91', '94', '95']},{'id': '91', 'type': 'tuple_pattern', 'children': ['92', '93']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'identifier'},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'dataSet'},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'created'},{'id': '95', 'type': 'block', 'children': ['96', '103']},{'id': '96', 'type': 'expression_statement', 'children': ['97']},{'id': '97', 'type': 'call', 'children': ['98', '101']},{'id': '98', 'type': 'attribute', 'children': ['99', '100']},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'receivedIdentifiers'},{'id': '100', 'type': 'identifier', 'children': [], 'value': 'add'},{'id': '101', 'type': 'argument_list', 'children': ['102']},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'identifier'},{'id': '103', 'type': 'expression_statement', 'children': ['104']},{'id': '104', 'type': 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['119']},{'id': '119', 'type': 'assignment', 'children': ['120', '121']},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'editObjects'},{'id': '121', 'type': 'list', 'children': [], 'value': '[]'},{'id': '122', 'type': 'for_statement', 'children': ['123', '126', '127']},{'id': '123', 'type': 'tuple_pattern', 'children': ['124', '125']},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'identifier'},{'id': '125', 'type': 'identifier', 'children': [], 'value': 'dataSet'},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'edited'},{'id': '127', 'type': 'block', 'children': ['128', '135', '143']},{'id': '128', 'type': 'expression_statement', 'children': ['129']},{'id': '129', 'type': 'call', 'children': ['130', '133']},{'id': '130', 'type': 'attribute', 'children': ['131', '132']},{'id': '131', 'type': 'identifier', 'children': [], 'value': 'receivedIdentifiers'},{'id': '132', 'type': 'identifier', 'children': [], 'value': 'add'},{'id': '133', 'type': 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'children': ['148', '157', '168']},{'id': '148', 'type': 'expression_statement', 'children': ['149']},{'id': '149', 'type': 'assignment', 'children': ['150', '151']},{'id': '150', 'type': 'identifier', 'children': [], 'value': 'modelObject'},{'id': '151', 'type': 'call', 'children': ['152', '155']},{'id': '152', 'type': 'attribute', 'children': ['153', '154']},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '154', 'type': 'identifier', 'children': [], 'value': '_objectFromID'},{'id': '155', 'type': 'argument_list', 'children': ['156']},{'id': '156', 'type': 'identifier', 'children': [], 'value': 'identifier'},{'id': '157', 'type': 'expression_statement', 'children': ['158']},{'id': '158', 'type': 'call', 'children': ['159', '162']},{'id': '159', 'type': 'attribute', 'children': ['160', '161']},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'editObjects'},{'id': '161', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '162', 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'type': 'expression_statement', 'children': ['192']},{'id': '192', 'type': 'assignment', 'children': ['193', '194']},{'id': '193', 'type': 'identifier', 'children': [], 'value': 'existing'},{'id': '194', 'type': 'call', 'children': ['195', '198']},{'id': '195', 'type': 'attribute', 'children': ['196', '197']},{'id': '196', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '197', 'type': 'identifier', 'children': [], 'value': '_objectFromID'},{'id': '198', 'type': 'argument_list', 'children': ['199']},{'id': '199', 'type': 'identifier', 'children': [], 'value': 'identifier'},{'id': '200', 'type': 'if_statement', 'children': ['201', '206']},{'id': '201', 'type': 'comparison_operator', 'children': ['202', '203'], 'value': 'is'},{'id': '202', 'type': 'identifier', 'children': [], 'value': 'existing'},{'id': '203', 'type': 'attribute', 'children': ['204', '205']},{'id': '204', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '205', 'type': 'identifier', 'children': [], 'value': '_NO_OBJECT_MARKER'},{'id': '206', 'type': 'block', 'children': ['207']},{'id': '207', 'type': 'expression_statement', 'children': ['208']},{'id': '208', 'type': 'call', 'children': ['209', '212']},{'id': '209', 'type': 'attribute', 'children': ['210', '211']},{'id': '210', 'type': 'identifier', 'children': [], 'value': 'deleted'},{'id': '211', 'type': 'identifier', 'children': [], 'value': 'append'},{'id': '212', 'type': 'argument_list', 'children': ['213']},{'id': '213', 'type': 'identifier', 'children': [], 'value': 'existing'},{'id': '214', 'type': 'expression_statement', 'children': ['215']},{'id': '215', 'type': 'call', 'children': ['216', '221']},{'id': '216', 'type': 'attribute', 'children': ['217', '220']},{'id': '217', 'type': 'attribute', 'children': ['218', '219']},{'id': '218', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '219', 'type': 'identifier', 'children': [], 'value': '_idsToObjects'},{'id': '220', 'type': 'identifier', 'children': [], 'value': 'pop'},{'id': '221', 'type': 'argument_list', 'children': ['222']},{'id': '222', 'type': 'identifier', 'children': [], 'value': 'identifier'},{'id': '223', 'type': 'return_statement', 'children': ['224']},{'id': '224', 'type': 'call', 'children': ['225', '226']},{'id': '225', 'type': 'identifier', 'children': [], 'value': 'ListChanges'},{'id': '226', 'type': 'argument_list', 'children': ['227', '228', '229']},{'id': '227', 'type': 'identifier', 'children': [], 'value': 'createObjects'},{'id': '228', 'type': 'identifier', 'children': [], 'value': 'editObjects'},{'id': '229', 'type': 'identifier', 'children': [], 'value': 'deleted'},{'id': '230', 'type': 'expression_statement', 'children': ['231']},{'id': '231', 'type': 'call', 'children': ['232', '235']},{'id': '232', 'type': 'attribute', 'children': ['233', '234']},{'id': '233', 'type': 'identifier', 'children': [], 'value': 'coerceDeferred'},{'id': '234', 'type': 'identifier', 'children': [], 'value': 'addCallback'},{'id': '235', 'type': 'argument_list', 'children': ['236']},{'id': '236', 'type': 'identifier', 'children': [], 'value': 'cbCoerced'},{'id': '237', 'type': 'return_statement', 'children': ['238']},{'id': '238', 'type': 'identifier', 'children': [], 'value': 'coerceDeferred'}
def coercer(self, dataSets): def makeSetter(identifier, values): def setter(defaultObject): self._idsToObjects[identifier] = defaultObject self._lastValues[identifier] = values return setter created = self._coerceAll(self._extractCreations(dataSets)) edited = self._coerceAll(self._extractEdits(dataSets)) coerceDeferred = gatherResults([created, edited]) def cbCoerced((created, edited)): receivedIdentifiers = set() createObjects = [] for (identifier, dataSet) in created: receivedIdentifiers.add(identifier) createObjects.append( CreateObject(dataSet, makeSetter(identifier, dataSet))) editObjects = [] for (identifier, dataSet) in edited: receivedIdentifiers.add(identifier) lastValues = self._lastValues[identifier] if dataSet != lastValues: modelObject = self._objectFromID(identifier) editObjects.append(EditObject(modelObject, dataSet)) self._lastValues[identifier] = dataSet deleted = [] for identifier in set(self._idsToObjects) - receivedIdentifiers: existing = self._objectFromID(identifier) if existing is not self._NO_OBJECT_MARKER: deleted.append(existing) self._idsToObjects.pop(identifier) return ListChanges(createObjects, editObjects, deleted) coerceDeferred.addCallback(cbCoerced) return coerceDeferred
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'zcard'},{'id': '3', 'type': 'parameters', 'children': ['4', '5']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '6', 'type': 'block', 'children': ['7']},{'id': '7', 'type': 'with_statement', 'children': ['8', '16']},{'id': '8', 'type': 'with_clause', 'children': ['9']},{'id': '9', 'type': 'with_item', 'children': ['10']},{'id': '10', 'type': 'as_pattern', 'children': ['11', '14']},{'id': '11', 'type': 'attribute', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'pipe'},{'id': '14', 'type': 'as_pattern_target', 'children': ['15']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'pipe'},{'id': '16', 'type': 'block', 'children': ['17']},{'id': '17', 'type': 'return_statement', 'children': ['18']},{'id': '18', 'type': 'call', 'children': ['19', '22']},{'id': '19', 'type': 'attribute', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'pipe'},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'zcard'},{'id': '22', 'type': 'argument_list', 'children': ['23']},{'id': '23', 'type': 'call', 'children': ['24', '27']},{'id': '24', 'type': 'attribute', 'children': ['25', '26']},{'id': '25', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'redis_key'},{'id': '27', 'type': 'argument_list', 'children': ['28']},{'id': '28', 'type': 'identifier', 'children': [], 'value': 'name'}
def zcard(self, name): with self.pipe as pipe: return pipe.zcard(self.redis_key(name))
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def zscore(self, name, value): with self.pipe as pipe: return pipe.zscore(self.redis_key(name), self.valueparse.encode(value))
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def zrank(self, name, value): with self.pipe as pipe: value = self.valueparse.encode(value) return pipe.zrank(self.redis_key(name), value)
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def zlexcount(self, name, min, max): with self.pipe as pipe: return pipe.zlexcount(self.redis_key(name), min, max)
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'set'},{'id': '62', 'type': 'argument_list', 'children': ['63']},{'id': '63', 'type': 'list_comprehension', 'children': ['64', '72']},{'id': '64', 'type': 'call', 'children': ['65', '70']},{'id': '65', 'type': 'attribute', 'children': ['66', '69']},{'id': '66', 'type': 'attribute', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'valueparse'},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'decode'},{'id': '70', 'type': 'argument_list', 'children': ['71']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '72', 'type': 'for_in_clause', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '74', 'type': 'identifier', 'children': [], 'value': 'res'},{'id': '75', 'type': 'expression_statement', 'children': ['76']},{'id': '76', 'type': 'call', 'children': ['77', '80']},{'id': '77', 'type': 'attribute', 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def zrevrangebylex(self, name, max, min, start=None, num=None): with self.pipe as pipe: f = Future() res = pipe.zrevrangebylex(self.redis_key(name), max, min, start=start, num=num) def cb(): f.set([self.valueparse.decode(v) for v in res]) pipe.on_execute(cb) return f
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def zremrangebylex(self, name, min, max): with self.pipe as pipe: return pipe.zremrangebylex(self.redis_key(name), min, max)
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[], 'value': 'offset'},{'id': '76', 'type': 'integer', 'children': [], 'value': '0'},{'id': '77', 'type': 'expression_statement', 'children': ['78']},{'id': '78', 'type': 'assignment', 'children': ['79', '82']},{'id': '79', 'type': 'attribute', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'currentSortColumn'},{'id': '82', 'type': 'identifier', 'children': [], 'value': 'newSortColumn'},{'id': '83', 'type': 'expression_statement', 'children': ['84']},{'id': '84', 'type': 'assignment', 'children': ['85', '88']},{'id': '85', 'type': 'attribute', 'children': ['86', '87']},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'isAscending'},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'isAscending'},{'id': '89', 'type': 'expression_statement', 'children': ['90']},{'id': '90', 'type': 'call', 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def resort(self, attributeID, isAscending=None): if isAscending is None: isAscending = self.defaultSortAscending newSortColumn = self.columns[attributeID] if newSortColumn.sortAttribute() is None: raise Unsortable('column %r has no sort attribute' % (attributeID,)) if self.currentSortColumn == newSortColumn: if self.isAscending == isAscending: offset = 0 else: offset = -1 else: offset = 0 self.currentSortColumn = newSortColumn self.isAscending = isAscending self._updateResults(self._sortAttributeValue(offset), True)
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def _sortAttributeValue(self, offset): if self._currentResults: pageStart = (self._currentResults[offset][ self.currentSortColumn.attributeID], self._currentResults[offset][ '__item__'].storeID) else: pageStart = None return pageStart
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def resort(self, columnName): csc = self.currentSortColumn newSortColumn = self.columns[columnName] if newSortColumn is None: raise Unsortable('column %r has no sort attribute' % (columnName,)) if csc is newSortColumn: self.isAscending = not self.isAscending else: self.currentSortColumn = newSortColumn self.isAscending = True return self.isAscending
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def rowsAfterValue(self, value, count): if value is None: query = self.inequalityQuery(None, count, True) else: pyvalue = self._toComparableValue(value) currentSortAttribute = self.currentSortColumn.sortAttribute() query = self.inequalityQuery(currentSortAttribute >= pyvalue, count, True) return self.constructRows(query)
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def rowsBeforeValue(self, value, count): if value is None: query = self.inequalityQuery(None, count, False) else: pyvalue = self._toComparableValue(value) currentSortAttribute = self.currentSortColumn.sortAttribute() query = self.inequalityQuery( currentSortAttribute < pyvalue, count, False) return self.constructRows(query)[::-1]
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'children': [], 'value': 'value'},{'id': '45', 'type': 'comparison_operator', 'children': ['46', '51'], 'value': '<'},{'id': '46', 'type': 'attribute', 'children': ['47', '50']},{'id': '47', 'type': 'attribute', 'children': ['48', '49']},{'id': '48', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'itemType'},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'storeID'},{'id': '51', 'type': 'attribute', 'children': ['52', '53']},{'id': '52', 'type': 'identifier', 'children': [], 'value': 'item'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'storeID'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'count'},{'id': '55', 'type': 'False', 'children': []},{'id': '56', 'type': 'expression_statement', 'children': ['57']},{'id': '57', 'type': 'assignment', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '59', 'type': 'call', 'children': ['60', '63']},{'id': '60', 'type': 'attribute', 'children': ['61', '62']},{'id': '61', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'constructRows'},{'id': '63', 'type': 'argument_list', 'children': ['64']},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'firstQuery'},{'id': '65', 'type': 'expression_statement', 'children': ['66']},{'id': '66', 'type': 'augmented_assignment', 'children': ['67', '68'], 'value': '-='},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'count'},{'id': '68', 'type': 'call', 'children': ['69', '70']},{'id': '69', 'type': 'identifier', 'children': [], 'value': 'len'},{'id': '70', 'type': 'argument_list', 'children': ['71']},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '72', 'type': 'if_statement', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'count'},{'id': '74', 'type': 'block', 'children': ['75', '88']},{'id': '75', 'type': 'expression_statement', 'children': ['76']},{'id': '76', 'type': 'assignment', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'secondQuery'},{'id': '78', 'type': 'call', 'children': ['79', '82']},{'id': '79', 'type': 'attribute', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'inequalityQuery'},{'id': '82', 'type': 'argument_list', 'children': ['83', '86', '87']},{'id': '83', 'type': 'comparison_operator', 'children': ['84', '85'], 'value': '<'},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'currentSortAttribute'},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'count'},{'id': '87', 'type': 'False', 'children': []},{'id': '88', 'type': 'expression_statement', 'children': ['89']},{'id': '89', 'type': 'call', 'children': ['90', '93']},{'id': '90', 'type': 'attribute', 'children': ['91', '92']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'extend'},{'id': '93', 'type': 'argument_list', 'children': ['94']},{'id': '94', 'type': 'call', 'children': ['95', '98']},{'id': '95', 'type': 'attribute', 'children': ['96', '97']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'constructRows'},{'id': '98', 'type': 'argument_list', 'children': ['99']},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'secondQuery'},{'id': '100', 'type': 'return_statement', 'children': ['101']},{'id': '101', 'type': 'subscript', 'children': ['102', '103']},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'results'},{'id': '103', 'type': 'slice', 'children': ['104', '105', '106']},{'id': '104', 'type': 'colon', 'children': []},{'id': '105', 'type': 'colon', 'children': []},{'id': '106', 'type': 'unary_operator', 'children': ['107'], 'value': '-'},{'id': '107', 'type': 'integer', 'children': [], 'value': '1'}
def rowsBeforeItem(self, item, count): currentSortAttribute = self.currentSortColumn.sortAttribute() value = currentSortAttribute.__get__(item, type(item)) firstQuery = self.inequalityQuery( AND(currentSortAttribute == value, self.itemType.storeID < item.storeID), count, False) results = self.constructRows(firstQuery) count -= len(results) if count: secondQuery = self.inequalityQuery(currentSortAttribute < value, count, False) results.extend(self.constructRows(secondQuery)) return results[::-1]
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'getTableMetadata'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '5', 'type': 'block', 'children': ['6', '10', '61', '88']},{'id': '6', 'type': 'expression_statement', 'children': ['7']},{'id': '7', 'type': 'assignment', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': 'coltypes'},{'id': '9', 'type': 'dictionary', 'children': []},{'id': '10', 'type': 'for_statement', 'children': ['11', '14', '21']},{'id': '11', 'type': 'tuple_pattern', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'colname'},{'id': '13', 'type': 'identifier', 'children': [], 'value': 'column'},{'id': '14', 'type': 'call', 'children': ['15', '20']},{'id': '15', 'type': 'attribute', 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'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'coltype'},{'id': '48', 'type': 'call', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'unicode'},{'id': '50', 'type': 'argument_list', 'children': ['51', '52']},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'coltype'},{'id': '52', 'type': 'string', 'children': [], 'value': "'ascii'"},{'id': '53', 'type': 'expression_statement', 'children': ['54']},{'id': '54', 'type': 'assignment', 'children': ['55', '58']},{'id': '55', 'type': 'subscript', 'children': ['56', '57']},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'coltypes'},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'colname'},{'id': '58', 'type': 'tuple', 'children': ['59', '60']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'coltype'},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'sortable'},{'id': '61', 'type': 'if_statement', 'children': ['62', '65', '82']},{'id': '62', 'type': 'attribute', 'children': ['63', '64']},{'id': '63', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '64', 'type': 'identifier', 'children': [], 'value': 'currentSortColumn'},{'id': '65', 'type': 'block', 'children': ['66']},{'id': '66', 'type': 'expression_statement', 'children': ['67']},{'id': '67', 'type': 'assignment', 'children': ['68', '69']},{'id': '68', 'type': 'identifier', 'children': [], 'value': 'csc'},{'id': '69', 'type': 'call', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'unicode'},{'id': '71', 'type': 'argument_list', 'children': ['72', '81']},{'id': '72', 'type': 'attribute', 'children': ['73', '80']},{'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': 'currentSortColumn'},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'sortAttribute'},{'id': '79', 'type': 'argument_list', 'children': []},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'attrname'},{'id': '81', 'type': 'string', 'children': [], 'value': "'ascii'"},{'id': '82', 'type': 'else_clause', 'children': ['83']},{'id': '83', 'type': 'block', 'children': ['84']},{'id': '84', 'type': 'expression_statement', 'children': ['85']},{'id': '85', 'type': 'assignment', 'children': ['86', '87']},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'csc'},{'id': '87', 'type': 'None', 'children': []},{'id': '88', 'type': 'return_statement', 'children': ['89']},{'id': '89', 'type': 'list', 'children': ['90', '93', '94', '99', '100'], 'value': '[self.columnNames, coltypes, self.requestCurrentSize(),\n csc, self.isAscending]'},{'id': '90', 'type': 'attribute', 'children': ['91', '92']},{'id': '91', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'columnNames'},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'coltypes'},{'id': '94', 'type': 'call', 'children': ['95', '98']},{'id': '95', 'type': 'attribute', 'children': ['96', '97']},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'requestCurrentSize'},{'id': '98', 'type': 'argument_list', 'children': []},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'csc'},{'id': '100', 'type': 'attribute', 'children': ['101', '102']},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'self'},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'isAscending'}
def getTableMetadata(self): coltypes = {} for (colname, column) in self.columns.iteritems(): sortable = column.sortAttribute() is not None coltype = column.getType() if coltype is not None: coltype = unicode(coltype, 'ascii') coltypes[colname] = (coltype, sortable) if self.currentSortColumn: csc = unicode(self.currentSortColumn.sortAttribute().attrname, 'ascii') else: csc = None return [self.columnNames, coltypes, self.requestCurrentSize(), csc, self.isAscending]
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def getInitialArguments(self): ic = IColumn(self.currentSortColumn) return [ic.attributeID.decode('ascii'), self._getColumnList(), self.isAscending]
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'children': ['45']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'output_dir'},{'id': '46', 'type': 'block', 'children': ['47', '53']},{'id': '47', 'type': 'expression_statement', 'children': ['48']},{'id': '48', 'type': 'assignment', 'children': ['49', '50']},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'output_dir'},{'id': '50', 'type': 'boolean_operator', 'children': ['51', '52'], 'value': 'or'},{'id': '51', 'type': 'identifier', 'children': [], 'value': 'fasta_dir'},{'id': '52', 'type': 'string', 'children': [], 'value': "'.'"},{'id': '53', 'type': 'expression_statement', 'children': ['54']},{'id': '54', 'type': 'assignment', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'fasta_path'},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'fasta_filename'},{'id': '57', 'type': 'expression_statement', 'children': ['58']},{'id': '58', 'type': 'assignment', 'children': ['59', '60']},{'id': '59', 'type': 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'subscript', 'children': ['105', '108']},{'id': '105', 'type': 'attribute', 'children': ['106', '107']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'sdb'},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '108', 'type': 'string', 'children': [], 'value': "'--tmpdir'"},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'on'},{'id': '110', 'type': 'argument_list', 'children': ['111']},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'temp_dir'},{'id': '112', 'type': 'if_statement', 'children': ['113', '116']},{'id': '113', 'type': 'comparison_operator', 'children': ['114', '115'], 'value': 'is'},{'id': '114', 'type': 'identifier', 'children': [], 'value': 'max_pos'},{'id': '115', 'type': 'None', 'children': []},{'id': '116', 'type': 'block', 'children': ['117']},{'id': '117', 'type': 'expression_statement', 'children': ['118']},{'id': '118', 'type': 'call', 'children': ['119', '126']},{'id': '119', 'type': 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'expression_statement', 'children': ['135']},{'id': '135', 'type': 'assignment', 'children': ['136', '137']},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'db_filepaths'},{'id': '137', 'type': 'list_comprehension', 'children': ['138', '141', '150']},{'id': '138', 'type': 'attribute', 'children': ['139', '140']},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '140', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '141', 'type': 'for_in_clause', 'children': ['142', '145']},{'id': '142', 'type': 'pattern_list', 'children': ['143', '144']},{'id': '143', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '144', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '145', 'type': 'call', 'children': ['146', '149']},{'id': '146', 'type': 'attribute', 'children': ['147', '148']},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'app_result'},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'items'},{'id': '149', 'type': 'argument_list', 'children': []},{'id': '150', 'type': 'if_clause', 'children': ['151']},{'id': '151', 'type': 'boolean_operator', 'children': ['152', '157'], 'value': 'and'},{'id': '152', 'type': 'comparison_operator', 'children': ['153', '154'], 'value': 'not'},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'k'},{'id': '154', 'type': 'set', 'children': ['155', '156']},{'id': '155', 'type': 'string', 'children': [], 'value': "'StdErr'"},{'id': '156', 'type': 'string', 'children': [], 'value': "'StdOut'"},{'id': '157', 'type': 'call', 'children': ['158', '159']},{'id': '158', 'type': 'identifier', 'children': [], 'value': 'hasattr'},{'id': '159', 'type': 'argument_list', 'children': ['160', '161']},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'v'},{'id': '161', 'type': 'string', 'children': [], 'value': "'name'"},{'id': '162', 'type': 'return_statement', 'children': ['163']},{'id': '163', 'type': 'expression_list', 'children': ['164', '165']},{'id': '164', 'type': 'identifier', 'children': [], 'value': 'db_name'},{'id': '165', 'type': 'identifier', 'children': [], 'value': 'db_filepaths'}
def build_database_sortmerna(fasta_path, max_pos=None, output_dir=None, temp_dir=tempfile.gettempdir(), HALT_EXEC=False): if fasta_path is None: raise ValueError("Error: path to fasta reference " "sequences must exist.") fasta_dir, fasta_filename = split(fasta_path) if not output_dir: output_dir = fasta_dir or '.' fasta_path = fasta_filename index_basename = splitext(fasta_filename)[0] db_name = join(output_dir, index_basename) sdb = IndexDB(WorkingDir=output_dir, HALT_EXEC=HALT_EXEC) sdb.Parameters['--ref'].on("%s,%s" % (fasta_path, db_name)) sdb.Parameters['--tmpdir'].on(temp_dir) if max_pos is not None: sdb.Parameters['--max_pos'].on(max_pos) app_result = sdb() db_filepaths = [v.name for k, v in app_result.items() if k not in {'StdErr', 'StdOut'} and hasattr(v, 'name')] return db_name, db_filepaths
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'result_path'},{'id': '15', 'type': 'None', 'children': []},{'id': '16', 'type': 'default_parameter', 'children': ['17', '18']},{'id': '17', 'type': 'identifier', 'children': [], 'value': 'tabular'},{'id': '18', 'type': 'False', 'children': []},{'id': '19', 'type': 'default_parameter', 'children': ['20', '21']},{'id': '20', 'type': 'identifier', 'children': [], 'value': 'max_e_value'},{'id': '21', 'type': 'integer', 'children': [], 'value': '1'},{'id': '22', 'type': 'default_parameter', 'children': ['23', '24']},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'similarity'},{'id': '24', 'type': 'float', 'children': [], 'value': '0.97'},{'id': '25', 'type': 'default_parameter', 'children': ['26', '27']},{'id': '26', 'type': 'identifier', 'children': [], 'value': 'coverage'},{'id': '27', 'type': 'float', 'children': [], 'value': '0.97'},{'id': '28', 'type': 'default_parameter', 'children': ['29', '30']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'threads'},{'id': '30', 'type': 'integer', 'children': [], 'value': '1'},{'id': '31', 'type': 'default_parameter', 'children': ['32', '33']},{'id': '32', 'type': 'identifier', 'children': [], 'value': 'best'},{'id': '33', 'type': 'integer', 'children': [], 'value': '1'},{'id': '34', 'type': 'default_parameter', 'children': ['35', '36']},{'id': '35', 'type': 'identifier', 'children': [], 'value': 'HALT_EXEC'},{'id': '36', 'type': 'False', 'children': []},{'id': '37', 'type': 'block', 'children': ['38', '47', '70', '102', '112', '119', '143', '159', '175', '191', '207', '221', '237', '243', '249', '266', '282', '288', '309', '328']},{'id': '38', 'type': 'expression_statement', 'children': ['39']},{'id': '39', 'type': 'assignment', 'children': ['40', '41']},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '41', 'type': 'call', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'Sortmerna'},{'id': '43', 'type': 'argument_list', 'children': ['44']},{'id': '44', 'type': 'keyword_argument', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'HALT_EXEC'},{'id': '46', 'type': 'identifier', 'children': [], 'value': 'HALT_EXEC'},{'id': '47', 'type': 'if_statement', 'children': ['48', '51', '63']},{'id': '48', 'type': 'comparison_operator', 'children': ['49', '50'], 'value': 'is'},{'id': '49', 'type': 'identifier', 'children': [], 'value': 'seq_path'},{'id': '50', 'type': 'None', 'children': []},{'id': '51', 'type': 'block', 'children': ['52']},{'id': '52', 'type': 'expression_statement', 'children': ['53']},{'id': '53', 'type': 'call', 'children': ['54', '61']},{'id': '54', 'type': 'attribute', 'children': ['55', '60']},{'id': '55', 'type': 'subscript', 'children': ['56', '59']},{'id': '56', 'type': 'attribute', 'children': ['57', '58']},{'id': '57', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '59', 'type': 'string', 'children': [], 'value': "'--reads'"},{'id': '60', 'type': 'identifier', 'children': [], 'value': 'on'},{'id': '61', 'type': 'argument_list', 'children': ['62']},{'id': '62', 'type': 'identifier', 'children': [], 'value': 'seq_path'},{'id': '63', 'type': 'else_clause', 'children': ['64']},{'id': '64', 'type': 'block', 'children': ['65']},{'id': '65', 'type': 'raise_statement', 'children': ['66']},{'id': '66', 'type': 'call', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '68', 'type': 'argument_list', 'children': ['69']},{'id': '69', 'type': 'string', 'children': [], 'value': '"Error: a read file is mandatory input."'},{'id': '70', 'type': 'if_statement', 'children': ['71', '74', '90']},{'id': '71', 'type': 'comparison_operator', 'children': ['72', '73'], 'value': 'is'},{'id': '72', 'type': 'identifier', 'children': [], 'value': 'sortmerna_db'},{'id': '73', 'type': 'None', 'children': []},{'id': '74', 'type': 'block', 'children': ['75']},{'id': '75', 'type': 'expression_statement', 'children': ['76']},{'id': '76', 'type': 'call', 'children': ['77', '84']},{'id': '77', 'type': 'attribute', 'children': ['78', '83']},{'id': '78', 'type': 'subscript', 'children': ['79', '82']},{'id': '79', 'type': 'attribute', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '81', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '82', 'type': 'string', 'children': [], 'value': "'--ref'"},{'id': '83', 'type': 'identifier', 'children': [], 'value': 'on'},{'id': '84', 'type': 'argument_list', 'children': ['85']},{'id': '85', 'type': 'binary_operator', 'children': ['86', '87'], 'value': '%'},{'id': '86', 'type': 'string', 'children': [], 'value': '"%s,%s"'},{'id': '87', 'type': 'tuple', 'children': ['88', '89']},{'id': '88', 'type': 'identifier', 'children': [], 'value': 'refseqs_fp'},{'id': '89', 'type': 'identifier', 'children': [], 'value': 'sortmerna_db'},{'id': '90', 'type': 'else_clause', 'children': ['91']},{'id': '91', 'type': 'block', 'children': ['92']},{'id': '92', 'type': 'raise_statement', 'children': ['93']},{'id': '93', 'type': 'call', 'children': ['94', '95']},{'id': '94', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '95', 'type': 'argument_list', 'children': ['96']},{'id': '96', 'type': 'binary_operator', 'children': ['97', '101'], 'value': '%'},{'id': '97', 'type': 'concatenated_string', 'children': ['98', '99', '100']},{'id': '98', 'type': 'string', 'children': [], 'value': '"Error: an indexed database for reference set %s must"'},{'id': '99', 'type': 'string', 'children': [], 'value': '" already exist.\\nUse indexdb_rna to index the"'},{'id': '100', 'type': 'string', 'children': [], 'value': '" database."'},{'id': '101', 'type': 'identifier', 'children': [], 'value': 'refseqs_fp'},{'id': '102', 'type': 'if_statement', 'children': ['103', '106']},{'id': '103', 'type': 'comparison_operator', 'children': ['104', '105'], 'value': 'is'},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'result_path'},{'id': '105', 'type': 'None', 'children': []},{'id': '106', 'type': 'block', 'children': ['107']},{'id': '107', 'type': 'raise_statement', 'children': ['108']},{'id': '108', 'type': 'call', 'children': ['109', '110']},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '110', 'type': 'argument_list', 'children': ['111']},{'id': '111', 'type': 'string', 'children': [], 'value': '"Error: the result path must be set."'},{'id': '112', 'type': 'expression_statement', 'children': ['113']},{'id': '113', 'type': 'assignment', 'children': ['114', '115']},{'id': '114', 'type': 'identifier', 'children': [], 'value': 'output_dir'},{'id': '115', 'type': 'call', 'children': ['116', '117']},{'id': '116', 'type': 'identifier', 'children': [], 'value': 'dirname'},{'id': '117', 'type': 'argument_list', 'children': ['118']},{'id': '118', 'type': 'identifier', 'children': [], 'value': 'result_path'},{'id': '119', 'type': 'if_statement', 'children': ['120', '123']},{'id': '120', 'type': 'comparison_operator', 'children': ['121', '122'], 'value': 'is'},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'output_dir'},{'id': '122', 'type': 'None', 'children': []},{'id': '123', 'type': 'block', 'children': ['124', '132']},{'id': '124', 'type': 'expression_statement', 'children': ['125']},{'id': '125', 'type': 'assignment', 'children': ['126', '127']},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'output_file'},{'id': '127', 'type': 'call', 'children': ['128', '129']},{'id': '128', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '129', 'type': 'argument_list', 'children': ['130', '131']},{'id': '130', 'type': 'identifier', 'children': [], 'value': 'output_dir'},{'id': '131', 'type': 'string', 'children': [], 'value': '"sortmerna_otus"'},{'id': '132', 'type': 'expression_statement', 'children': ['133']},{'id': '133', 'type': 'call', 'children': ['134', '141']},{'id': '134', 'type': 'attribute', 'children': ['135', '140']},{'id': '135', 'type': 'subscript', 'children': ['136', '139']},{'id': '136', 'type': 'attribute', 'children': ['137', '138']},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '138', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '139', 'type': 'string', 'children': [], 'value': "'--aligned'"},{'id': '140', 'type': 'identifier', 'children': [], 'value': 'on'},{'id': '141', 'type': 'argument_list', 'children': ['142']},{'id': '142', 'type': 'identifier', 'children': [], 'value': 'output_file'},{'id': '143', 'type': 'if_statement', 'children': ['144', '147']},{'id': '144', 'type': 'comparison_operator', 'children': ['145', '146'], 'value': 'is'},{'id': '145', 'type': 'identifier', 'children': [], 'value': 'max_e_value'},{'id': '146', 'type': 'None', 'children': []},{'id': '147', 'type': 'block', 'children': ['148']},{'id': '148', 'type': 'expression_statement', 'children': ['149']},{'id': '149', 'type': 'call', 'children': ['150', '157']},{'id': '150', 'type': 'attribute', 'children': ['151', '156']},{'id': '151', 'type': 'subscript', 'children': ['152', '155']},{'id': '152', 'type': 'attribute', 'children': ['153', '154']},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '154', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '155', 'type': 'string', 'children': [], 'value': "'-e'"},{'id': '156', 'type': 'identifier', 'children': [], 'value': 'on'},{'id': '157', 'type': 'argument_list', 'children': ['158']},{'id': '158', 'type': 'identifier', 'children': [], 'value': 'max_e_value'},{'id': '159', 'type': 'if_statement', 'children': ['160', '163']},{'id': '160', 'type': 'comparison_operator', 'children': ['161', '162'], 'value': 'is'},{'id': '161', 'type': 'identifier', 'children': [], 'value': 'similarity'},{'id': '162', 'type': 'None', 'children': []},{'id': '163', 'type': 'block', 'children': ['164']},{'id': '164', 'type': 'expression_statement', 'children': ['165']},{'id': '165', 'type': 'call', 'children': ['166', '173']},{'id': '166', 'type': 'attribute', 'children': ['167', '172']},{'id': '167', 'type': 'subscript', 'children': ['168', '171']},{'id': '168', 'type': 'attribute', 'children': ['169', '170']},{'id': '169', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '170', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '171', 'type': 'string', 'children': [], 'value': "'--id'"},{'id': '172', 'type': 'identifier', 'children': [], 'value': 'on'},{'id': '173', 'type': 'argument_list', 'children': ['174']},{'id': '174', 'type': 'identifier', 'children': [], 'value': 'similarity'},{'id': '175', 'type': 'if_statement', 'children': ['176', '179']},{'id': '176', 'type': 'comparison_operator', 'children': ['177', '178'], 'value': 'is'},{'id': '177', 'type': 'identifier', 'children': [], 'value': 'coverage'},{'id': '178', 'type': 'None', 'children': []},{'id': '179', 'type': 'block', 'children': ['180']},{'id': '180', 'type': 'expression_statement', 'children': ['181']},{'id': '181', 'type': 'call', 'children': ['182', '189']},{'id': '182', 'type': 'attribute', 'children': ['183', '188']},{'id': '183', 'type': 'subscript', 'children': ['184', '187']},{'id': '184', 'type': 'attribute', 'children': ['185', '186']},{'id': '185', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '186', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '187', 'type': 'string', 'children': [], 'value': "'--coverage'"},{'id': '188', 'type': 'identifier', 'children': [], 'value': 'on'},{'id': '189', 'type': 'argument_list', 'children': ['190']},{'id': '190', 'type': 'identifier', 'children': [], 'value': 'coverage'},{'id': '191', 'type': 'if_statement', 'children': ['192', '195']},{'id': '192', 'type': 'comparison_operator', 'children': ['193', '194'], 'value': 'is'},{'id': '193', 'type': 'identifier', 'children': [], 'value': 'best'},{'id': '194', 'type': 'None', 'children': []},{'id': '195', 'type': 'block', 'children': ['196']},{'id': '196', 'type': 'expression_statement', 'children': ['197']},{'id': '197', 'type': 'call', 'children': ['198', '205']},{'id': '198', 'type': 'attribute', 'children': ['199', '204']},{'id': '199', 'type': 'subscript', 'children': ['200', '203']},{'id': '200', 'type': 'attribute', 'children': ['201', '202']},{'id': '201', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '202', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '203', 'type': 'string', 'children': [], 'value': "'--best'"},{'id': '204', 'type': 'identifier', 'children': [], 'value': 'on'},{'id': '205', 'type': 'argument_list', 'children': ['206']},{'id': '206', 'type': 'identifier', 'children': [], 'value': 'best'},{'id': '207', 'type': 'if_statement', 'children': ['208', '209']},{'id': '208', 'type': 'identifier', 'children': [], 'value': 'tabular'},{'id': '209', 'type': 'block', 'children': ['210']},{'id': '210', 'type': 'expression_statement', 'children': ['211']},{'id': '211', 'type': 'call', 'children': ['212', '219']},{'id': '212', 'type': 'attribute', 'children': ['213', '218']},{'id': '213', 'type': 'subscript', 'children': ['214', '217']},{'id': '214', 'type': 'attribute', 'children': ['215', '216']},{'id': '215', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '216', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '217', 'type': 'string', 'children': [], 'value': "'--blast'"},{'id': '218', 'type': 'identifier', 'children': [], 'value': 'on'},{'id': '219', 'type': 'argument_list', 'children': ['220']},{'id': '220', 'type': 'string', 'children': [], 'value': '"3"'},{'id': '221', 'type': 'if_statement', 'children': ['222', '225']},{'id': '222', 'type': 'comparison_operator', 'children': ['223', '224'], 'value': 'is'},{'id': '223', 'type': 'identifier', 'children': [], 'value': 'threads'},{'id': '224', 'type': 'None', 'children': []},{'id': '225', 'type': 'block', 'children': ['226']},{'id': '226', 'type': 'expression_statement', 'children': ['227']},{'id': '227', 'type': 'call', 'children': ['228', '235']},{'id': '228', 'type': 'attribute', 'children': ['229', '234']},{'id': '229', 'type': 'subscript', 'children': ['230', '233']},{'id': '230', 'type': 'attribute', 'children': ['231', '232']},{'id': '231', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '232', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '233', 'type': 'string', 'children': [], 'value': "'-a'"},{'id': '234', 'type': 'identifier', 'children': [], 'value': 'on'},{'id': '235', 'type': 'argument_list', 'children': ['236']},{'id': '236', 'type': 'identifier', 'children': [], 'value': 'threads'},{'id': '237', 'type': 'expression_statement', 'children': ['238']},{'id': '238', 'type': 'assignment', 'children': ['239', '240']},{'id': '239', 'type': 'identifier', 'children': [], 'value': 'app_result'},{'id': '240', 'type': 'call', 'children': ['241', '242']},{'id': '241', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '242', 'type': 'argument_list', 'children': []},{'id': '243', 'type': 'expression_statement', 'children': ['244']},{'id': '244', 'type': 'assignment', 'children': ['245', '246']},{'id': '245', 'type': 'identifier', 'children': [], 'value': 'f_otumap'},{'id': '246', 'type': 'subscript', 'children': ['247', '248']},{'id': '247', 'type': 'identifier', 'children': [], 'value': 'app_result'},{'id': '248', 'type': 'string', 'children': [], 'value': "'OtuMap'"},{'id': '249', 'type': 'expression_statement', 'children': ['250']},{'id': '250', 'type': 'assignment', 'children': ['251', '252']},{'id': '251', 'type': 'identifier', 'children': [], 'value': 'rows'},{'id': '252', 'type': 'generator_expression', 'children': ['253', '263']},{'id': '253', 'type': 'call', 'children': ['254', '261']},{'id': '254', 'type': 'attribute', 'children': ['255', '260']},{'id': '255', 'type': 'call', 'children': ['256', '259']},{'id': '256', 'type': 'attribute', 'children': ['257', '258']},{'id': '257', 'type': 'identifier', 'children': [], 'value': 'line'},{'id': '258', 'type': 'identifier', 'children': [], 'value': 'strip'},{'id': '259', 'type': 'argument_list', 'children': []},{'id': '260', 'type': 'identifier', 'children': [], 'value': 'split'},{'id': '261', 'type': 'argument_list', 'children': ['262']},{'id': '262', 'type': 'string', 'children': [], 'value': "'\\t'"},{'id': '263', 'type': 'for_in_clause', 'children': ['264', '265']},{'id': '264', 'type': 'identifier', 'children': [], 'value': 'line'},{'id': '265', 'type': 'identifier', 'children': [], 'value': 'f_otumap'},{'id': '266', 'type': 'expression_statement', 'children': ['267']},{'id': '267', 'type': 'assignment', 'children': ['268', '269']},{'id': '268', 'type': 'identifier', 'children': [], 'value': 'clusters'},{'id': '269', 'type': 'dictionary_comprehension', 'children': ['270', '279']},{'id': '270', 'type': 'pair', 'children': ['271', '274']},{'id': '271', 'type': 'subscript', 'children': ['272', '273']},{'id': '272', 'type': 'identifier', 'children': [], 'value': 'r'},{'id': '273', 'type': 'integer', 'children': [], 'value': '0'},{'id': '274', 'type': 'subscript', 'children': ['275', '276']},{'id': '275', 'type': 'identifier', 'children': [], 'value': 'r'},{'id': '276', 'type': 'slice', 'children': ['277', '278']},{'id': '277', 'type': 'integer', 'children': [], 'value': '1'},{'id': '278', 'type': 'colon', 'children': []},{'id': '279', 'type': 'for_in_clause', 'children': ['280', '281']},{'id': '280', 'type': 'identifier', 'children': [], 'value': 'r'},{'id': '281', 'type': 'identifier', 'children': [], 'value': 'rows'},{'id': '282', 'type': 'expression_statement', 'children': ['283']},{'id': '283', 'type': 'assignment', 'children': ['284', '285']},{'id': '284', 'type': 'identifier', 'children': [], 'value': 'f_failure'},{'id': '285', 'type': 'subscript', 'children': ['286', '287']},{'id': '286', 'type': 'identifier', 'children': [], 'value': 'app_result'},{'id': '287', 'type': 'string', 'children': [], 'value': "'FastaForDenovo'"},{'id': '288', 'type': 'expression_statement', 'children': ['289']},{'id': '289', 'type': 'assignment', 'children': ['290', '291']},{'id': '290', 'type': 'identifier', 'children': [], 'value': 'failures'},{'id': '291', 'type': 'list_comprehension', 'children': ['292', '301']},{'id': '292', 'type': 'subscript', 'children': ['293', '300']},{'id': '293', 'type': 'call', 'children': ['294', '297']},{'id': '294', 'type': 'attribute', 'children': ['295', '296']},{'id': '295', 'type': 'identifier', 'children': [], 'value': 're'},{'id': '296', 'type': 'identifier', 'children': [], 'value': 'split'},{'id': '297', 'type': 'argument_list', 'children': ['298', '299']},{'id': '298', 'type': 'string', 'children': [], 'value': "'>| '"},{'id': '299', 'type': 'identifier', 'children': [], 'value': 'label'},{'id': '300', 'type': 'integer', 'children': [], 'value': '0'},{'id': '301', 'type': 'for_in_clause', 'children': ['302', '305']},{'id': '302', 'type': 'pattern_list', 'children': ['303', '304']},{'id': '303', 'type': 'identifier', 'children': [], 'value': 'label'},{'id': '304', 'type': 'identifier', 'children': [], 'value': 'seq'},{'id': '305', 'type': 'call', 'children': ['306', '307']},{'id': '306', 'type': 'identifier', 'children': [], 'value': 'parse_fasta'},{'id': '307', 'type': 'argument_list', 'children': ['308']},{'id': '308', 'type': 'identifier', 'children': [], 'value': 'f_failure'},{'id': '309', 'type': 'expression_statement', 'children': ['310']},{'id': '310', 'type': 'assignment', 'children': ['311', '312']},{'id': '311', 'type': 'identifier', 'children': [], 'value': 'smr_files_to_remove'},{'id': '312', 'type': 'list', 'children': ['313', '318', '323'], 'value': "[app_result['FastaForDenovo'].name,\n app_result['FastaMatches'].name,\n app_result['OtuMap'].name]"},{'id': '313', 'type': 'attribute', 'children': ['314', '317']},{'id': '314', 'type': 'subscript', 'children': ['315', '316']},{'id': '315', 'type': 'identifier', 'children': [], 'value': 'app_result'},{'id': '316', 'type': 'string', 'children': [], 'value': "'FastaForDenovo'"},{'id': '317', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '318', 'type': 'attribute', 'children': ['319', '322']},{'id': '319', 'type': 'subscript', 'children': ['320', '321']},{'id': '320', 'type': 'identifier', 'children': [], 'value': 'app_result'},{'id': '321', 'type': 'string', 'children': [], 'value': "'FastaMatches'"},{'id': '322', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '323', 'type': 'attribute', 'children': ['324', '327']},{'id': '324', 'type': 'subscript', 'children': ['325', '326']},{'id': '325', 'type': 'identifier', 'children': [], 'value': 'app_result'},{'id': '326', 'type': 'string', 'children': [], 'value': "'OtuMap'"},{'id': '327', 'type': 'identifier', 'children': [], 'value': 'name'},{'id': '328', 'type': 'return_statement', 'children': ['329']},{'id': '329', 'type': 'expression_list', 'children': ['330', '331', '332']},{'id': '330', 'type': 'identifier', 'children': [], 'value': 'clusters'},{'id': '331', 'type': 'identifier', 'children': [], 'value': 'failures'},{'id': '332', 'type': 'identifier', 'children': [], 'value': 'smr_files_to_remove'}
def sortmerna_ref_cluster(seq_path=None, sortmerna_db=None, refseqs_fp=None, result_path=None, tabular=False, max_e_value=1, similarity=0.97, coverage=0.97, threads=1, best=1, HALT_EXEC=False ): smr = Sortmerna(HALT_EXEC=HALT_EXEC) if seq_path is not None: smr.Parameters['--reads'].on(seq_path) else: raise ValueError("Error: a read file is mandatory input.") if sortmerna_db is not None: smr.Parameters['--ref'].on("%s,%s" % (refseqs_fp, sortmerna_db)) else: raise ValueError("Error: an indexed database for reference set %s must" " already exist.\nUse indexdb_rna to index the" " database." % refseqs_fp) if result_path is None: raise ValueError("Error: the result path must be set.") output_dir = dirname(result_path) if output_dir is not None: output_file = join(output_dir, "sortmerna_otus") smr.Parameters['--aligned'].on(output_file) if max_e_value is not None: smr.Parameters['-e'].on(max_e_value) if similarity is not None: smr.Parameters['--id'].on(similarity) if coverage is not None: smr.Parameters['--coverage'].on(coverage) if best is not None: smr.Parameters['--best'].on(best) if tabular: smr.Parameters['--blast'].on("3") if threads is not None: smr.Parameters['-a'].on(threads) app_result = smr() f_otumap = app_result['OtuMap'] rows = (line.strip().split('\t') for line in f_otumap) clusters = {r[0]: r[1:] for r in rows} f_failure = app_result['FastaForDenovo'] failures = [re.split('>| ', label)[0] for label, seq in parse_fasta(f_failure)] smr_files_to_remove = [app_result['FastaForDenovo'].name, app_result['FastaMatches'].name, app_result['OtuMap'].name] return clusters, failures, smr_files_to_remove
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '35']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'sortmerna_map'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '8', '11', '14', '17', '20', '23', '26', '29', '32']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'seq_path'},{'id': '5', 'type': 'identifier', 'children': [], 'value': 'output_dir'},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'refseqs_fp'},{'id': '7', 'type': 'identifier', 'children': [], 'value': 'sortmerna_db'},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'e_value'},{'id': '10', 'type': 'integer', 'children': [], 'value': '1'},{'id': '11', 'type': 'default_parameter', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'threads'},{'id': '13', 'type': 'integer', 'children': [], 'value': '1'},{'id': '14', 'type': 'default_parameter', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'best'},{'id': '16', 'type': 'None', 'children': []},{'id': '17', 'type': 'default_parameter', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'num_alignments'},{'id': '19', 'type': 'None', 'children': []},{'id': '20', 'type': 'default_parameter', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'HALT_EXEC'},{'id': '22', 'type': 'False', 'children': []},{'id': '23', 'type': 'default_parameter', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'output_sam'},{'id': '25', 'type': 'False', 'children': []},{'id': '26', 'type': 'default_parameter', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'sam_SQ_tags'},{'id': '28', 'type': 'False', 'children': []},{'id': '29', 'type': 'default_parameter', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'blast_format'},{'id': '31', 'type': 'integer', 'children': [], 'value': '3'},{'id': '32', 'type': 'default_parameter', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'print_all_reads'},{'id': '34', 'type': 'True', 'children': []},{'id': '35', 'type': 'block', 'children': ['36', '50', '63', '72', '87', '98', '112', '138', '151', '159', '170', '186', '202', '218', '234', '244', '254', '264', '274', '284', '290']},{'id': '36', 'type': 'if_statement', 'children': ['37', '42']},{'id': '37', 'type': 'not_operator', 'children': ['38']},{'id': '38', 'type': '()', 'children': ['39']},{'id': '39', 'type': 'boolean_operator', 'children': ['40', '41'], 'value': 'or'},{'id': '40', 'type': 'identifier', 'children': [], 'value': 'blast_format'},{'id': '41', 'type': 'identifier', 'children': [], 'value': 'output_sam'},{'id': '42', 'type': 'block', 'children': ['43']},{'id': '43', 'type': 'raise_statement', 'children': ['44']},{'id': '44', 'type': 'call', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '46', 'type': 'argument_list', 'children': ['47']},{'id': '47', 'type': 'concatenated_string', 'children': ['48', '49']},{'id': '48', 'type': 'string', 'children': [], 'value': '"Either Blast or SAM output alignment "'},{'id': '49', 'type': 'string', 'children': [], 'value': '"format must be chosen."'},{'id': '50', 'type': 'if_statement', 'children': ['51', '55']},{'id': '51', 'type': '()', 'children': ['52']},{'id': '52', 'type': 'boolean_operator', 'children': ['53', '54'], 'value': 'and'},{'id': '53', 'type': 'identifier', 'children': [], 'value': 'best'},{'id': '54', 'type': 'identifier', 'children': [], 'value': 'num_alignments'},{'id': '55', 'type': 'block', 'children': ['56']},{'id': '56', 'type': 'raise_statement', 'children': ['57']},{'id': '57', 'type': 'call', 'children': ['58', '59']},{'id': '58', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '59', 'type': 'argument_list', 'children': ['60']},{'id': '60', 'type': 'concatenated_string', 'children': ['61', '62']},{'id': '61', 'type': 'string', 'children': [], 'value': '"Only one of --best or --num_alignments "'},{'id': '62', 'type': 'string', 'children': [], 'value': '"options must be chosen."'},{'id': '63', 'type': 'expression_statement', 'children': ['64']},{'id': '64', 'type': 'assignment', 'children': ['65', '66']},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '66', 'type': 'call', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'Sortmerna'},{'id': '68', 'type': 'argument_list', 'children': ['69']},{'id': '69', 'type': 'keyword_argument', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'HALT_EXEC'},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'HALT_EXEC'},{'id': '72', 'type': 'expression_statement', 'children': ['73']},{'id': '73', 'type': 'call', 'children': ['74', '81']},{'id': '74', 'type': 'attribute', 'children': ['75', '80']},{'id': '75', 'type': 'subscript', 'children': ['76', '79']},{'id': '76', 'type': 'attribute', 'children': ['77', '78']},{'id': '77', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '78', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '79', 'type': 'string', 'children': [], 'value': "'--ref'"},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'on'},{'id': '81', 'type': 'argument_list', 'children': ['82']},{'id': '82', 'type': 'binary_operator', 'children': ['83', '84'], 'value': '%'},{'id': '83', 'type': 'string', 'children': [], 'value': '"%s,%s"'},{'id': '84', 'type': 'tuple', 'children': ['85', '86']},{'id': '85', 'type': 'identifier', 'children': [], 'value': 'refseqs_fp'},{'id': '86', 'type': 'identifier', 'children': [], 'value': 'sortmerna_db'},{'id': '87', 'type': 'expression_statement', 'children': ['88']},{'id': '88', 'type': 'call', 'children': ['89', '96']},{'id': '89', 'type': 'attribute', 'children': ['90', '95']},{'id': '90', 'type': 'subscript', 'children': ['91', '94']},{'id': '91', 'type': 'attribute', 'children': ['92', '93']},{'id': '92', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '94', 'type': 'string', 'children': [], 'value': "'--reads'"},{'id': '95', 'type': 'identifier', 'children': [], 'value': 'on'},{'id': '96', 'type': 'argument_list', 'children': ['97']},{'id': '97', 'type': 'identifier', 'children': [], 'value': 'seq_path'},{'id': '98', 'type': 'if_statement', 'children': ['99', '100']},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'blast_format'},{'id': '100', 'type': 'block', 'children': ['101']},{'id': '101', 'type': 'expression_statement', 'children': ['102']},{'id': '102', 'type': 'call', 'children': ['103', '110']},{'id': '103', 'type': 'attribute', 'children': ['104', '109']},{'id': '104', 'type': 'subscript', 'children': ['105', '108']},{'id': '105', 'type': 'attribute', 'children': ['106', '107']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '107', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '108', 'type': 'string', 'children': [], 'value': "'--blast'"},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'on'},{'id': '110', 'type': 'argument_list', 'children': ['111']},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'blast_format'},{'id': '112', 'type': 'if_statement', 'children': ['113', '114']},{'id': '113', 'type': 'identifier', 'children': [], 'value': 'output_sam'},{'id': '114', 'type': 'block', 'children': ['115', '125']},{'id': '115', 'type': 'expression_statement', 'children': ['116']},{'id': '116', 'type': 'call', 'children': ['117', '124']},{'id': '117', 'type': 'attribute', 'children': ['118', '123']},{'id': '118', 'type': 'subscript', 'children': ['119', '122']},{'id': '119', 'type': 'attribute', 'children': ['120', '121']},{'id': '120', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '122', 'type': 'string', 'children': [], 'value': "'--sam'"},{'id': '123', 'type': 'identifier', 'children': [], 'value': 'on'},{'id': '124', 'type': 'argument_list', 'children': []},{'id': '125', 'type': 'if_statement', 'children': ['126', '127']},{'id': '126', 'type': 'identifier', 'children': [], 'value': 'sam_SQ_tags'},{'id': '127', 'type': 'block', 'children': ['128']},{'id': '128', 'type': 'expression_statement', 'children': ['129']},{'id': '129', 'type': 'call', 'children': ['130', '137']},{'id': '130', 'type': 'attribute', 'children': ['131', '136']},{'id': '131', 'type': 'subscript', 'children': ['132', '135']},{'id': '132', 'type': 'attribute', 'children': ['133', '134']},{'id': '133', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '135', 'type': 'string', 'children': [], 'value': "'--SQ'"},{'id': '136', 'type': 'identifier', 'children': [], 'value': 'on'},{'id': '137', 'type': 'argument_list', 'children': []},{'id': '138', 'type': 'if_statement', 'children': ['139', '140']},{'id': '139', 'type': 'identifier', 'children': [], 'value': 'print_all_reads'},{'id': '140', 'type': 'block', 'children': ['141']},{'id': '141', 'type': 'expression_statement', 'children': ['142']},{'id': '142', 'type': 'call', 'children': ['143', '150']},{'id': '143', 'type': 'attribute', 'children': ['144', '149']},{'id': '144', 'type': 'subscript', 'children': ['145', '148']},{'id': '145', 'type': 'attribute', 'children': ['146', '147']},{'id': '146', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '148', 'type': 'string', 'children': [], 'value': "'--print_all_reads'"},{'id': '149', 'type': 'identifier', 'children': [], 'value': 'on'},{'id': '150', 'type': 'argument_list', 'children': []},{'id': '151', 'type': 'expression_statement', 'children': ['152']},{'id': '152', 'type': 'assignment', 'children': ['153', '154']},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'output_file'},{'id': '154', 'type': 'call', 'children': ['155', '156']},{'id': '155', 'type': 'identifier', 'children': [], 'value': 'join'},{'id': '156', 'type': 'argument_list', 'children': ['157', '158']},{'id': '157', 'type': 'identifier', 'children': [], 'value': 'output_dir'},{'id': '158', 'type': 'string', 'children': [], 'value': '"sortmerna_map"'},{'id': '159', 'type': 'expression_statement', 'children': ['160']},{'id': '160', 'type': 'call', 'children': ['161', '168']},{'id': '161', 'type': 'attribute', 'children': ['162', '167']},{'id': '162', 'type': 'subscript', 'children': ['163', '166']},{'id': '163', 'type': 'attribute', 'children': ['164', '165']},{'id': '164', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '165', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '166', 'type': 'string', 'children': [], 'value': "'--aligned'"},{'id': '167', 'type': 'identifier', 'children': [], 'value': 'on'},{'id': '168', 'type': 'argument_list', 'children': ['169']},{'id': '169', 'type': 'identifier', 'children': [], 'value': 'output_file'},{'id': '170', 'type': 'if_statement', 'children': ['171', '174']},{'id': '171', 'type': 'comparison_operator', 'children': ['172', '173'], 'value': 'is'},{'id': '172', 'type': 'identifier', 'children': [], 'value': 'e_value'},{'id': '173', 'type': 'None', 'children': []},{'id': '174', 'type': 'block', 'children': ['175']},{'id': '175', 'type': 'expression_statement', 'children': ['176']},{'id': '176', 'type': 'call', 'children': ['177', '184']},{'id': '177', 'type': 'attribute', 'children': ['178', '183']},{'id': '178', 'type': 'subscript', 'children': ['179', '182']},{'id': '179', 'type': 'attribute', 'children': ['180', '181']},{'id': '180', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '181', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '182', 'type': 'string', 'children': [], 'value': "'-e'"},{'id': '183', 'type': 'identifier', 'children': [], 'value': 'on'},{'id': '184', 'type': 'argument_list', 'children': ['185']},{'id': '185', 'type': 'identifier', 'children': [], 'value': 'e_value'},{'id': '186', 'type': 'if_statement', 'children': ['187', '190']},{'id': '187', 'type': 'comparison_operator', 'children': ['188', '189'], 'value': 'is'},{'id': '188', 'type': 'identifier', 'children': [], 'value': 'best'},{'id': '189', 'type': 'None', 'children': []},{'id': '190', 'type': 'block', 'children': ['191']},{'id': '191', 'type': 'expression_statement', 'children': ['192']},{'id': '192', 'type': 'call', 'children': ['193', '200']},{'id': '193', 'type': 'attribute', 'children': ['194', '199']},{'id': '194', 'type': 'subscript', 'children': ['195', '198']},{'id': '195', 'type': 'attribute', 'children': ['196', '197']},{'id': '196', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '197', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '198', 'type': 'string', 'children': [], 'value': "'--best'"},{'id': '199', 'type': 'identifier', 'children': [], 'value': 'on'},{'id': '200', 'type': 'argument_list', 'children': ['201']},{'id': '201', 'type': 'identifier', 'children': [], 'value': 'best'},{'id': '202', 'type': 'if_statement', 'children': ['203', '206']},{'id': '203', 'type': 'comparison_operator', 'children': ['204', '205'], 'value': 'is'},{'id': '204', 'type': 'identifier', 'children': [], 'value': 'num_alignments'},{'id': '205', 'type': 'None', 'children': []},{'id': '206', 'type': 'block', 'children': ['207']},{'id': '207', 'type': 'expression_statement', 'children': ['208']},{'id': '208', 'type': 'call', 'children': ['209', '216']},{'id': '209', 'type': 'attribute', 'children': ['210', '215']},{'id': '210', 'type': 'subscript', 'children': ['211', '214']},{'id': '211', 'type': 'attribute', 'children': ['212', '213']},{'id': '212', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '213', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '214', 'type': 'string', 'children': [], 'value': "'--num_alignments'"},{'id': '215', 'type': 'identifier', 'children': [], 'value': 'on'},{'id': '216', 'type': 'argument_list', 'children': ['217']},{'id': '217', 'type': 'identifier', 'children': [], 'value': 'num_alignments'},{'id': '218', 'type': 'if_statement', 'children': ['219', '222']},{'id': '219', 'type': 'comparison_operator', 'children': ['220', '221'], 'value': 'is'},{'id': '220', 'type': 'identifier', 'children': [], 'value': 'threads'},{'id': '221', 'type': 'None', 'children': []},{'id': '222', 'type': 'block', 'children': ['223']},{'id': '223', 'type': 'expression_statement', 'children': ['224']},{'id': '224', 'type': 'call', 'children': ['225', '232']},{'id': '225', 'type': 'attribute', 'children': ['226', '231']},{'id': '226', 'type': 'subscript', 'children': ['227', '230']},{'id': '227', 'type': 'attribute', 'children': ['228', '229']},{'id': '228', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '229', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '230', 'type': 'string', 'children': [], 'value': "'-a'"},{'id': '231', 'type': 'identifier', 'children': [], 'value': 'on'},{'id': '232', 'type': 'argument_list', 'children': ['233']},{'id': '233', 'type': 'identifier', 'children': [], 'value': 'threads'},{'id': '234', 'type': 'expression_statement', 'children': ['235']},{'id': '235', 'type': 'call', 'children': ['236', '243']},{'id': '236', 'type': 'attribute', 'children': ['237', '242']},{'id': '237', 'type': 'subscript', 'children': ['238', '241']},{'id': '238', 'type': 'attribute', 'children': ['239', '240']},{'id': '239', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '240', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '241', 'type': 'string', 'children': [], 'value': "'--fastx'"},{'id': '242', 'type': 'identifier', 'children': [], 'value': 'off'},{'id': '243', 'type': 'argument_list', 'children': []},{'id': '244', 'type': 'expression_statement', 'children': ['245']},{'id': '245', 'type': 'call', 'children': ['246', '253']},{'id': '246', 'type': 'attribute', 'children': ['247', '252']},{'id': '247', 'type': 'subscript', 'children': ['248', '251']},{'id': '248', 'type': 'attribute', 'children': ['249', '250']},{'id': '249', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '250', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '251', 'type': 'string', 'children': [], 'value': "'--otu_map'"},{'id': '252', 'type': 'identifier', 'children': [], 'value': 'off'},{'id': '253', 'type': 'argument_list', 'children': []},{'id': '254', 'type': 'expression_statement', 'children': ['255']},{'id': '255', 'type': 'call', 'children': ['256', '263']},{'id': '256', 'type': 'attribute', 'children': ['257', '262']},{'id': '257', 'type': 'subscript', 'children': ['258', '261']},{'id': '258', 'type': 'attribute', 'children': ['259', '260']},{'id': '259', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '260', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '261', 'type': 'string', 'children': [], 'value': "'--de_novo_otu'"},{'id': '262', 'type': 'identifier', 'children': [], 'value': 'off'},{'id': '263', 'type': 'argument_list', 'children': []},{'id': '264', 'type': 'expression_statement', 'children': ['265']},{'id': '265', 'type': 'call', 'children': ['266', '273']},{'id': '266', 'type': 'attribute', 'children': ['267', '272']},{'id': '267', 'type': 'subscript', 'children': ['268', '271']},{'id': '268', 'type': 'attribute', 'children': ['269', '270']},{'id': '269', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '270', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '271', 'type': 'string', 'children': [], 'value': "'--id'"},{'id': '272', 'type': 'identifier', 'children': [], 'value': 'off'},{'id': '273', 'type': 'argument_list', 'children': []},{'id': '274', 'type': 'expression_statement', 'children': ['275']},{'id': '275', 'type': 'call', 'children': ['276', '283']},{'id': '276', 'type': 'attribute', 'children': ['277', '282']},{'id': '277', 'type': 'subscript', 'children': ['278', '281']},{'id': '278', 'type': 'attribute', 'children': ['279', '280']},{'id': '279', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '280', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '281', 'type': 'string', 'children': [], 'value': "'--coverage'"},{'id': '282', 'type': 'identifier', 'children': [], 'value': 'off'},{'id': '283', 'type': 'argument_list', 'children': []},{'id': '284', 'type': 'expression_statement', 'children': ['285']},{'id': '285', 'type': 'assignment', 'children': ['286', '287']},{'id': '286', 'type': 'identifier', 'children': [], 'value': 'app_result'},{'id': '287', 'type': 'call', 'children': ['288', '289']},{'id': '288', 'type': 'identifier', 'children': [], 'value': 'smr'},{'id': '289', 'type': 'argument_list', 'children': []},{'id': '290', 'type': 'return_statement', 'children': ['291']},{'id': '291', 'type': 'identifier', 'children': [], 'value': 'app_result'}
def sortmerna_map(seq_path, output_dir, refseqs_fp, sortmerna_db, e_value=1, threads=1, best=None, num_alignments=None, HALT_EXEC=False, output_sam=False, sam_SQ_tags=False, blast_format=3, print_all_reads=True, ): if not (blast_format or output_sam): raise ValueError("Either Blast or SAM output alignment " "format must be chosen.") if (best and num_alignments): raise ValueError("Only one of --best or --num_alignments " "options must be chosen.") smr = Sortmerna(HALT_EXEC=HALT_EXEC) smr.Parameters['--ref'].on("%s,%s" % (refseqs_fp, sortmerna_db)) smr.Parameters['--reads'].on(seq_path) if blast_format: smr.Parameters['--blast'].on(blast_format) if output_sam: smr.Parameters['--sam'].on() if sam_SQ_tags: smr.Parameters['--SQ'].on() if print_all_reads: smr.Parameters['--print_all_reads'].on() output_file = join(output_dir, "sortmerna_map") smr.Parameters['--aligned'].on(output_file) if e_value is not None: smr.Parameters['-e'].on(e_value) if best is not None: smr.Parameters['--best'].on(best) if num_alignments is not None: smr.Parameters['--num_alignments'].on(num_alignments) if threads is not None: smr.Parameters['-a'].on(threads) smr.Parameters['--fastx'].off() smr.Parameters['--otu_map'].off() smr.Parameters['--de_novo_otu'].off() smr.Parameters['--id'].off() smr.Parameters['--coverage'].off() app_result = smr() return app_result
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']},{'id': '2', 'type': 'function_name', 'children': [], 'value': '_dict_values_sorted_by_key'},{'id': '3', 'type': 'parameters', 'children': ['4']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'dictionary'},{'id': '5', 'type': 'block', 'children': ['6']},{'id': '6', 'type': 'for_statement', 'children': ['7', '10', '26']},{'id': '7', 'type': 'pattern_list', 'children': ['8', '9']},{'id': '8', 'type': 'identifier', 'children': [], 'value': '_'},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'value'},{'id': '10', 'type': 'call', 'children': ['11', '12']},{'id': '11', 'type': 'identifier', 'children': [], 'value': 'sorted'},{'id': '12', 'type': 'argument_list', 'children': ['13', '18']},{'id': '13', 'type': 'call', 'children': ['14', '17']},{'id': '14', 'type': 'attribute', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'dictionary'},{'id': '16', 'type': 'identifier', 'children': [], 'value': 'iteritems'},{'id': '17', 'type': 'argument_list', 'children': []},{'id': '18', 'type': 'keyword_argument', 'children': ['19', '20']},{'id': '19', 'type': 'identifier', 'children': [], 'value': 'key'},{'id': '20', 'type': 'call', 'children': ['21', '24']},{'id': '21', 'type': 'attribute', 'children': ['22', '23']},{'id': '22', 'type': 'identifier', 'children': [], 'value': 'operator'},{'id': '23', 'type': 'identifier', 'children': [], 'value': 'itemgetter'},{'id': '24', 'type': 'argument_list', 'children': ['25']},{'id': '25', 'type': 'integer', 'children': [], 'value': '0'},{'id': '26', 'type': 'block', 'children': ['27']},{'id': '27', 'type': 'expression_statement', 'children': ['28']},{'id': '28', 'type': 'yield', 'children': ['29']},{'id': '29', 'type': 'identifier', 'children': [], 'value': 'value'}
def _dict_values_sorted_by_key(dictionary): for _, value in sorted(dictionary.iteritems(), key=operator.itemgetter(0)): yield value
{'id': '0', 'type': 'module', 'children': ['1']},{'id': '1', 'type': 'function_definition', 'children': ['2', '3', '52']},{'id': '2', 'type': 'function_name', 'children': [], 'value': 'uclust_cluster_from_sorted_fasta_filepath'},{'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11', '14', '17', '20', '23', '26', '29', '32', '35', '38', '41', '44', '49']},{'id': '4', 'type': 'identifier', 'children': [], 'value': 'fasta_filepath'},{'id': '5', 'type': 'default_parameter', 'children': ['6', '7']},{'id': '6', 'type': 'identifier', 'children': [], 'value': 'uc_save_filepath'},{'id': '7', 'type': 'None', 'children': []},{'id': '8', 'type': 'default_parameter', 'children': ['9', '10']},{'id': '9', 'type': 'identifier', 'children': [], 'value': 'percent_ID'},{'id': '10', 'type': 'float', 'children': [], 'value': '0.97'},{'id': '11', 'type': 'default_parameter', 'children': ['12', '13']},{'id': '12', 'type': 'identifier', 'children': [], 'value': 'max_accepts'},{'id': '13', 'type': 'integer', 'children': [], 'value': '1'},{'id': '14', 'type': 'default_parameter', 'children': ['15', '16']},{'id': '15', 'type': 'identifier', 'children': [], 'value': 'max_rejects'},{'id': '16', 'type': 'integer', 'children': [], 'value': '8'},{'id': '17', 'type': 'default_parameter', 'children': ['18', '19']},{'id': '18', 'type': 'identifier', 'children': [], 'value': 'stepwords'},{'id': '19', 'type': 'integer', 'children': [], 'value': '8'},{'id': '20', 'type': 'default_parameter', 'children': ['21', '22']},{'id': '21', 'type': 'identifier', 'children': [], 'value': 'word_length'},{'id': '22', 'type': 'integer', 'children': [], 'value': '8'},{'id': '23', 'type': 'default_parameter', 'children': ['24', '25']},{'id': '24', 'type': 'identifier', 'children': [], 'value': 'optimal'},{'id': '25', 'type': 'False', 'children': []},{'id': '26', 'type': 'default_parameter', 'children': ['27', '28']},{'id': '27', 'type': 'identifier', 'children': [], 'value': 'exact'},{'id': '28', 'type': 'False', 'children': []},{'id': '29', 'type': 'default_parameter', 'children': ['30', '31']},{'id': '30', 'type': 'identifier', 'children': [], 'value': 'suppress_sort'},{'id': '31', 'type': 'False', 'children': []},{'id': '32', 'type': 'default_parameter', 'children': ['33', '34']},{'id': '33', 'type': 'identifier', 'children': [], 'value': 'enable_rev_strand_matching'},{'id': '34', 'type': 'False', 'children': []},{'id': '35', 'type': 'default_parameter', 'children': ['36', '37']},{'id': '36', 'type': 'identifier', 'children': [], 'value': 'subject_fasta_filepath'},{'id': '37', 'type': 'None', 'children': []},{'id': '38', 'type': 'default_parameter', 'children': ['39', '40']},{'id': '39', 'type': 'identifier', 'children': [], 'value': 'suppress_new_clusters'},{'id': '40', 'type': 'False', 'children': []},{'id': '41', 'type': 'default_parameter', 'children': ['42', '43']},{'id': '42', 'type': 'identifier', 'children': [], 'value': 'stable_sort'},{'id': '43', 'type': 'False', 'children': []},{'id': '44', 'type': 'default_parameter', 'children': ['45', '46']},{'id': '45', 'type': 'identifier', 'children': [], 'value': 'tmp_dir'},{'id': '46', 'type': 'call', 'children': ['47', '48']},{'id': '47', 'type': 'identifier', 'children': [], 'value': 'gettempdir'},{'id': '48', 'type': 'argument_list', 'children': []},{'id': '49', 'type': 'default_parameter', 'children': ['50', '51']},{'id': '50', 'type': 'identifier', 'children': [], 'value': 'HALT_EXEC'},{'id': '51', 'type': 'False', 'children': []},{'id': '52', 'type': 'block', 'children': ['53', '57', '78', '100', '113', '126', '139', '152', '165', '179', '192', '205', '218']},{'id': '53', 'type': 'expression_statement', 'children': ['54']},{'id': '54', 'type': 'assignment', 'children': ['55', '56']},{'id': '55', 'type': 'identifier', 'children': [], 'value': 'output_filepath'},{'id': '56', 'type': 'identifier', 'children': [], 'value': 'uc_save_filepath'},{'id': '57', 'type': 'if_statement', 'children': ['58', '60']},{'id': '58', 'type': 'not_operator', 'children': ['59']},{'id': '59', 'type': 'identifier', 'children': [], 'value': 'output_filepath'},{'id': '60', 'type': 'block', 'children': ['61']},{'id': '61', 'type': 'expression_statement', 'children': ['62']},{'id': '62', 'type': 'assignment', 'children': ['63', '66']},{'id': '63', 'type': 'pattern_list', 'children': ['64', '65']},{'id': '64', 'type': 'identifier', 'children': [], 'value': '_'},{'id': '65', 'type': 'identifier', 'children': [], 'value': 'output_filepath'},{'id': '66', 'type': 'call', 'children': ['67', '68']},{'id': '67', 'type': 'identifier', 'children': [], 'value': 'mkstemp'},{'id': '68', 'type': 'argument_list', 'children': ['69', '72', '75']},{'id': '69', 'type': 'keyword_argument', 'children': ['70', '71']},{'id': '70', 'type': 'identifier', 'children': [], 'value': 'dir'},{'id': '71', 'type': 'identifier', 'children': [], 'value': 'tmp_dir'},{'id': '72', 'type': 'keyword_argument', 'children': ['73', '74']},{'id': '73', 'type': 'identifier', 'children': [], 'value': 'prefix'},{'id': '74', 'type': 'string', 'children': [], 'value': "'uclust_clusters'"},{'id': '75', 'type': 'keyword_argument', 'children': ['76', '77']},{'id': '76', 'type': 'identifier', 'children': [], 'value': 'suffix'},{'id': '77', 'type': 'string', 'children': [], 'value': "'.uc'"},{'id': '78', 'type': 'expression_statement', 'children': ['79']},{'id': '79', 'type': 'assignment', 'children': ['80', '81']},{'id': '80', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '81', 'type': 'dictionary', 'children': ['82', '85', '88', '91', '94', '97']},{'id': '82', 'type': 'pair', 'children': ['83', '84']},{'id': '83', 'type': 'string', 'children': [], 'value': "'--id'"},{'id': '84', 'type': 'identifier', 'children': [], 'value': 'percent_ID'},{'id': '85', 'type': 'pair', 'children': ['86', '87']},{'id': '86', 'type': 'string', 'children': [], 'value': "'--maxaccepts'"},{'id': '87', 'type': 'identifier', 'children': [], 'value': 'max_accepts'},{'id': '88', 'type': 'pair', 'children': ['89', '90']},{'id': '89', 'type': 'string', 'children': [], 'value': "'--maxrejects'"},{'id': '90', 'type': 'identifier', 'children': [], 'value': 'max_rejects'},{'id': '91', 'type': 'pair', 'children': ['92', '93']},{'id': '92', 'type': 'string', 'children': [], 'value': "'--stepwords'"},{'id': '93', 'type': 'identifier', 'children': [], 'value': 'stepwords'},{'id': '94', 'type': 'pair', 'children': ['95', '96']},{'id': '95', 'type': 'string', 'children': [], 'value': "'--w'"},{'id': '96', 'type': 'identifier', 'children': [], 'value': 'word_length'},{'id': '97', 'type': 'pair', 'children': ['98', '99']},{'id': '98', 'type': 'string', 'children': [], 'value': "'--tmpdir'"},{'id': '99', 'type': 'identifier', 'children': [], 'value': 'tmp_dir'},{'id': '100', 'type': 'expression_statement', 'children': ['101']},{'id': '101', 'type': 'assignment', 'children': ['102', '103']},{'id': '102', 'type': 'identifier', 'children': [], 'value': 'app'},{'id': '103', 'type': 'call', 'children': ['104', '105']},{'id': '104', 'type': 'identifier', 'children': [], 'value': 'Uclust'},{'id': '105', 'type': 'argument_list', 'children': ['106', '107', '110']},{'id': '106', 'type': 'identifier', 'children': [], 'value': 'params'},{'id': '107', 'type': 'keyword_argument', 'children': ['108', '109']},{'id': '108', 'type': 'identifier', 'children': [], 'value': 'TmpDir'},{'id': '109', 'type': 'identifier', 'children': [], 'value': 'tmp_dir'},{'id': '110', 'type': 'keyword_argument', 'children': ['111', '112']},{'id': '111', 'type': 'identifier', 'children': [], 'value': 'HALT_EXEC'},{'id': '112', 'type': 'identifier', 'children': [], 'value': 'HALT_EXEC'},{'id': '113', 'type': 'if_statement', 'children': ['114', '115']},{'id': '114', 'type': 'identifier', 'children': [], 'value': 'enable_rev_strand_matching'},{'id': '115', 'type': 'block', 'children': ['116']},{'id': '116', 'type': 'expression_statement', 'children': ['117']},{'id': '117', 'type': 'call', 'children': ['118', '125']},{'id': '118', 'type': 'attribute', 'children': ['119', '124']},{'id': '119', 'type': 'subscript', 'children': ['120', '123']},{'id': '120', 'type': 'attribute', 'children': ['121', '122']},{'id': '121', 'type': 'identifier', 'children': [], 'value': 'app'},{'id': '122', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '123', 'type': 'string', 'children': [], 'value': "'--rev'"},{'id': '124', 'type': 'identifier', 'children': [], 'value': 'on'},{'id': '125', 'type': 'argument_list', 'children': []},{'id': '126', 'type': 'if_statement', 'children': ['127', '128']},{'id': '127', 'type': 'identifier', 'children': [], 'value': 'optimal'},{'id': '128', 'type': 'block', 'children': ['129']},{'id': '129', 'type': 'expression_statement', 'children': ['130']},{'id': '130', 'type': 'call', 'children': ['131', '138']},{'id': '131', 'type': 'attribute', 'children': ['132', '137']},{'id': '132', 'type': 'subscript', 'children': ['133', '136']},{'id': '133', 'type': 'attribute', 'children': ['134', '135']},{'id': '134', 'type': 'identifier', 'children': [], 'value': 'app'},{'id': '135', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '136', 'type': 'string', 'children': [], 'value': "'--optimal'"},{'id': '137', 'type': 'identifier', 'children': [], 'value': 'on'},{'id': '138', 'type': 'argument_list', 'children': []},{'id': '139', 'type': 'if_statement', 'children': ['140', '141']},{'id': '140', 'type': 'identifier', 'children': [], 'value': 'exact'},{'id': '141', 'type': 'block', 'children': ['142']},{'id': '142', 'type': 'expression_statement', 'children': ['143']},{'id': '143', 'type': 'call', 'children': ['144', '151']},{'id': '144', 'type': 'attribute', 'children': ['145', '150']},{'id': '145', 'type': 'subscript', 'children': ['146', '149']},{'id': '146', 'type': 'attribute', 'children': ['147', '148']},{'id': '147', 'type': 'identifier', 'children': [], 'value': 'app'},{'id': '148', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '149', 'type': 'string', 'children': [], 'value': "'--exact'"},{'id': '150', 'type': 'identifier', 'children': [], 'value': 'on'},{'id': '151', 'type': 'argument_list', 'children': []},{'id': '152', 'type': 'if_statement', 'children': ['153', '154']},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'suppress_sort'},{'id': '154', 'type': 'block', 'children': ['155']},{'id': '155', 'type': 'expression_statement', 'children': ['156']},{'id': '156', 'type': 'call', 'children': ['157', '164']},{'id': '157', 'type': 'attribute', 'children': ['158', '163']},{'id': '158', 'type': 'subscript', 'children': ['159', '162']},{'id': '159', 'type': 'attribute', 'children': ['160', '161']},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'app'},{'id': '161', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '162', 'type': 'string', 'children': [], 'value': 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['178']},{'id': '178', 'type': 'identifier', 'children': [], 'value': 'subject_fasta_filepath'},{'id': '179', 'type': 'if_statement', 'children': ['180', '181']},{'id': '180', 'type': 'identifier', 'children': [], 'value': 'suppress_new_clusters'},{'id': '181', 'type': 'block', 'children': ['182']},{'id': '182', 'type': 'expression_statement', 'children': ['183']},{'id': '183', 'type': 'call', 'children': ['184', '191']},{'id': '184', 'type': 'attribute', 'children': ['185', '190']},{'id': '185', 'type': 'subscript', 'children': ['186', '189']},{'id': '186', 'type': 'attribute', 'children': ['187', '188']},{'id': '187', 'type': 'identifier', 'children': [], 'value': 'app'},{'id': '188', 'type': 'identifier', 'children': [], 'value': 'Parameters'},{'id': '189', 'type': 'string', 'children': [], 'value': "'--libonly'"},{'id': '190', 'type': 'identifier', 'children': [], 'value': 'on'},{'id': '191', 'type': 'argument_list', 'children': []},{'id': '192', 'type': 'if_statement', 'children': 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def uclust_cluster_from_sorted_fasta_filepath( fasta_filepath, uc_save_filepath=None, percent_ID=0.97, max_accepts=1, max_rejects=8, stepwords=8, word_length=8, optimal=False, exact=False, suppress_sort=False, enable_rev_strand_matching=False, subject_fasta_filepath=None, suppress_new_clusters=False, stable_sort=False, tmp_dir=gettempdir(), HALT_EXEC=False): output_filepath = uc_save_filepath if not output_filepath: _, output_filepath = mkstemp(dir=tmp_dir, prefix='uclust_clusters', suffix='.uc') params = {'--id': percent_ID, '--maxaccepts': max_accepts, '--maxrejects': max_rejects, '--stepwords': stepwords, '--w': word_length, '--tmpdir': tmp_dir} app = Uclust(params, TmpDir=tmp_dir, HALT_EXEC=HALT_EXEC) if enable_rev_strand_matching: app.Parameters['--rev'].on() if optimal: app.Parameters['--optimal'].on() if exact: app.Parameters['--exact'].on() if suppress_sort: app.Parameters['--usersort'].on() if subject_fasta_filepath: app.Parameters['--lib'].on(subject_fasta_filepath) if suppress_new_clusters: app.Parameters['--libonly'].on() if stable_sort: app.Parameters['--stable_sort'].on() app_result = app({'--input': fasta_filepath, '--uc': output_filepath}) return app_result
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def get_clusters_from_fasta_filepath( fasta_filepath, original_fasta_path, percent_ID=0.97, max_accepts=1, max_rejects=8, stepwords=8, word_length=8, optimal=False, exact=False, suppress_sort=False, output_dir=None, enable_rev_strand_matching=False, subject_fasta_filepath=None, suppress_new_clusters=False, return_cluster_maps=False, stable_sort=False, tmp_dir=gettempdir(), save_uc_files=True, HALT_EXEC=False): fasta_output_filepath = None uc_output_filepath = None cd_hit_filepath = None if output_dir and not output_dir.endswith('/'): output_dir += '/' if save_uc_files: uc_save_filepath = get_output_filepaths( output_dir, original_fasta_path) else: uc_save_filepath = None sorted_fasta_filepath = "" uc_filepath = "" clstr_filepath = "" files_to_remove = [] try: if not suppress_sort: sort_fasta = uclust_fasta_sort_from_filepath(fasta_filepath, output_filepath=fasta_output_filepath) sorted_fasta_filepath = sort_fasta['Output'].name files_to_remove.append(sorted_fasta_filepath) else: sort_fasta = None sorted_fasta_filepath = fasta_filepath uclust_cluster = uclust_cluster_from_sorted_fasta_filepath( sorted_fasta_filepath, uc_save_filepath, percent_ID=percent_ID, max_accepts=max_accepts, max_rejects=max_rejects, stepwords=stepwords, word_length=word_length, optimal=optimal, exact=exact, suppress_sort=suppress_sort, enable_rev_strand_matching=enable_rev_strand_matching, subject_fasta_filepath=subject_fasta_filepath, suppress_new_clusters=suppress_new_clusters, stable_sort=stable_sort, tmp_dir=tmp_dir, HALT_EXEC=HALT_EXEC) remove_files(files_to_remove) except ApplicationError: remove_files(files_to_remove) raise ApplicationError('Error running uclust. Possible causes are ' 'unsupported version (current supported version is v1.2.22) is installed or ' 'improperly formatted input file was provided') except ApplicationNotFoundError: remove_files(files_to_remove) raise ApplicationNotFoundError('uclust not found, is it properly ' + 'installed?') clusters, failures, seeds = \ clusters_from_uc_file(uclust_cluster['ClusterFile']) if not save_uc_files: uclust_cluster.cleanUp() if return_cluster_maps: return clusters, failures, seeds else: return clusters.values(), failures, seeds
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def ls(self, startswith=None): ''' List all cubes available to the calling client. :param startswith: string to use in a simple "startswith" query filter :returns list: sorted list of cube names ''' logger.info('Listing cubes starting with "%s")' % startswith) startswith = unicode(startswith or '') tables = sorted(name for name in self.db_tables if name.startswith(startswith)) return tables
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'value': "'--output'"},{'id': '150', 'type': 'identifier', 'children': [], 'value': 'output_filepath'},{'id': '151', 'type': 'if_statement', 'children': ['152', '154']},{'id': '152', 'type': 'not_operator', 'children': ['153']},{'id': '153', 'type': 'identifier', 'children': [], 'value': 'remove_usearch_logs'},{'id': '154', 'type': 'block', 'children': ['155']},{'id': '155', 'type': 'expression_statement', 'children': ['156']},{'id': '156', 'type': 'assignment', 'children': ['157', '160']},{'id': '157', 'type': 'subscript', 'children': ['158', '159']},{'id': '158', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '159', 'type': 'string', 'children': [], 'value': "'--log'"},{'id': '160', 'type': 'identifier', 'children': [], 'value': 'log_filepath'},{'id': '161', 'type': 'try_statement', 'children': ['162', '170']},{'id': '162', 'type': 'block', 'children': ['163']},{'id': '163', 'type': 'expression_statement', 'children': ['164']},{'id': '164', 'type': 'assignment', 'children': ['165', '166']},{'id': '165', 'type': 'identifier', 'children': [], 'value': 'app_result'},{'id': '166', 'type': 'call', 'children': ['167', '168']},{'id': '167', 'type': 'identifier', 'children': [], 'value': 'app'},{'id': '168', 'type': 'argument_list', 'children': ['169']},{'id': '169', 'type': 'identifier', 'children': [], 'value': 'data'},{'id': '170', 'type': 'except_clause', 'children': ['171', '172']},{'id': '171', 'type': 'identifier', 'children': [], 'value': 'ApplicationError'},{'id': '172', 'type': 'block', 'children': ['173']},{'id': '173', 'type': 'raise_statement', 'children': ['174']},{'id': '174', 'type': 'call', 'children': ['175', '176']},{'id': '175', 'type': 'identifier', 'children': [], 'value': 'ValueError'},{'id': '176', 'type': 'argument_list', 'children': ['177']},{'id': '177', 'type': 'binary_operator', 'children': ['178', '179'], 'value': '+'},{'id': '178', 'type': 'string', 'children': [], 'value': "'No data following filter steps, please check '"},{'id': '179', 'type': 'string', 'children': [], 'value': "'parameter settings for usearch_qf.'"},{'id': '180', 'type': 'return_statement', 'children': ['181']},{'id': '181', 'type': 'expression_list', 'children': ['182', '183']},{'id': '182', 'type': 'identifier', 'children': [], 'value': 'app_result'},{'id': '183', 'type': 'identifier', 'children': [], 'value': 'output_filepath'}
def usearch_sort_by_abundance( fasta_filepath, output_filepath=None, sizein=True, sizeout=True, minsize=0, log_name="abundance_sort.log", usersort=False, HALT_EXEC=False, save_intermediate_files=False, remove_usearch_logs=False, working_dir=None): if not output_filepath: _, output_filepath = mkstemp(prefix='usearch_abundance_sorted', suffix='.fasta') log_filepath = join( working_dir, "minsize_" + str(minsize) + "_" + log_name) params = {} app = Usearch(params, WorkingDir=working_dir, HALT_EXEC=HALT_EXEC) if usersort: app.Parameters['--usersort'].on() if minsize: app.Parameters['--minsize'].on(minsize) if sizein: app.Parameters['--sizein'].on() if sizeout: app.Parameters['--sizeout'].on() data = {'--sortsize': fasta_filepath, '--output': output_filepath } if not remove_usearch_logs: data['--log'] = log_filepath try: app_result = app(data) except ApplicationError: raise ValueError('No data following filter steps, please check ' + 'parameter settings for usearch_qf.') return app_result, output_filepath