kejian/codesearchnet-python-rebalanced · Datasets at Hugging Face

text stringlengths 75 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 0.18
async def getRowNodes(self, rows, rawprop, cmpf=None): ''' Join a row generator into (row, Node()) tuples. A row generator yields tuples of node buid, rawprop dict Args: rows: A generator of (layer_idx, (buid, ...)) tuples. rawprop(str): "raw" propname e.g. if ...	[ "async", "def", "getRowNodes", "(", "self", ",", "rows", ",", "rawprop", ",", "cmpf", "=", "None", ")", ":", "count", "=", "0", "async", "for", "origlayer", ",", "row", "in", "rows", ":", "count", "+=", "1", "if", "not", "count", "%", "5", ":", "...	36.924242	0.001599
def automatic_gamma_density(structure, kppa): """ Returns an automatic Kpoint object based on a structure and a kpoint density. Uses Gamma centered meshes always. For GW. Algorithm: Uses a simple approach scaling the number of divisions along each reciprocal latt...	[ "def", "automatic_gamma_density", "(", "structure", ",", "kppa", ")", ":", "latt", "=", "structure", ".", "lattice", "lengths", "=", "latt", ".", "abc", "ngrid", "=", "kppa", "/", "structure", ".", "num_sites", "mult", "=", "(", "ngrid", "*", "lengths", ...	33.972222	0.002385
def post_event_discount(self, id, discount_id, **data): """ POST /events/:id/discounts/:discount_id/ Updates a discount; returns the result as a :format:`discount` as the key ``discount``. """ return self.post("/events/{0}/discounts/{0}/".format(id,discount_id), data=dat...	[ "def", "post_event_discount", "(", "self", ",", "id", ",", "discount_id", ",", "", "", "data", ")", ":", "return", "self", ".", "post", "(", "\"/events/{0}/discounts/{0}/\"", ".", "format", "(", "id", ",", "discount_id", ")", ",", "data", "=", "data", ...	45.142857	0.018634
def prepare(self, session, event): """Prepare phase for session. :param session: sqlalchemy session """ if not event: self.logger.warn("event empty!") return sp_key, sp_hkey = self._keygen(session) def _pk(obj): pk_values = tuple(get...	[ "def", "prepare", "(", "self", ",", "session", ",", "event", ")", ":", "if", "not", "event", ":", "self", ".", "logger", ".", "warn", "(", "\"event empty!\"", ")", "return", "sp_key", ",", "sp_hkey", "=", "self", ".", "_keygen", "(", "session", ")", ...	32	0.002092
def main(_): """Convert a file to examples.""" if FLAGS.subword_text_encoder_filename: encoder = text_encoder.SubwordTextEncoder( FLAGS.subword_text_encoder_filename) elif FLAGS.token_text_encoder_filename: encoder = text_encoder.TokenTextEncoder(FLAGS.token_text_encoder_filename) elif FLAGS.byt...	[ "def", "main", "(", "_", ")", ":", "if", "FLAGS", ".", "subword_text_encoder_filename", ":", "encoder", "=", "text_encoder", ".", "SubwordTextEncoder", "(", "FLAGS", ".", "subword_text_encoder_filename", ")", "elif", "FLAGS", ".", "token_text_encoder_filename", ":",...	41.76087	0.012716
def get(self, column, useMethod=True, **context): """ Returns the value for the column for this record. :param column \| <orb.Column> \|\| <str> default \| <variant> inflated \| <bool> :return <variant> """ # look...	[ "def", "get", "(", "self", ",", "column", ",", "useMethod", "=", "True", ",", "", "", "context", ")", ":", "# look for shortcuts (dot-noted path)", "if", "isinstance", "(", "column", ",", "(", "str", ",", "unicode", ")", ")", "and", "'.'", "in", "colum...	39.301724	0.001712
def retry_on_exception(tries=6, delay=1, backoff=2, max_delay=32): ''' Decorator for implementing exponential backoff for retrying on failures. tries: Max number of tries to execute the wrapped function before failing. delay: Delay time in seconds before the FIRST retry. backoff: Multiplier to exte...	[ "def", "retry_on_exception", "(", "tries", "=", "6", ",", "delay", "=", "1", ",", "backoff", "=", "2", ",", "max_delay", "=", "32", ")", ":", "tries", "=", "math", ".", "floor", "(", "tries", ")", "if", "tries", "<", "1", ":", "raise", "ValueError"...	42.702703	0.000619
def _wait_for_transfer_threads(self, terminate): # type: (Uploader, bool) -> None """Wait for transfer threads :param Uploader self: this :param bool terminate: terminate threads """ if terminate: self._upload_terminate = terminate for thr in self._tra...	[ "def", "_wait_for_transfer_threads", "(", "self", ",", "terminate", ")", ":", "# type: (Uploader, bool) -> None", "if", "terminate", ":", "self", ".", "_upload_terminate", "=", "terminate", "for", "thr", "in", "self", ".", "_transfer_threads", ":", "thr", ".", "jo...	34.8	0.008403
def confirm(statement): """Ask the user for confirmation about the specified statement. Args: statement (unicode): statement to ask the user confirmation about. Returns: bool: whether or not specified statement was confirmed. """ prompt = "{statement} [y/n]".format(statement=statem...	[ "def", "confirm", "(", "statement", ")", ":", "prompt", "=", "\"{statement} [y/n]\"", ".", "format", "(", "statement", "=", "statement", ")", "answer", "=", "_ask", "(", "prompt", ",", "limited_to", "=", "[", "\"yes\"", ",", "\"no\"", ",", "\"y\"", ",", ...	35	0.00232
def remove_child(self, label): """ Removes node by label """ ind = None for i,c in enumerate(self.children): if c.label==label: ind = i if ind is None: logging.warning('No child labeled {}.'.format(label)) return ...	[ "def", "remove_child", "(", "self", ",", "label", ")", ":", "ind", "=", "None", "for", "i", ",", "c", "in", "enumerate", "(", "self", ".", "children", ")", ":", "if", "c", ".", "label", "==", "label", ":", "ind", "=", "i", "if", "ind", "is", "N...	26	0.01061
def power_on(self, timeout_sec=TIMEOUT_SEC): """Power on Bluetooth.""" # Turn on bluetooth and wait for powered on event to be set. self._powered_on.clear() IOBluetoothPreferenceSetControllerPowerState(1) if not self._powered_on.wait(timeout_sec): raise RuntimeError('...	[ "def", "power_on", "(", "self", ",", "timeout_sec", "=", "TIMEOUT_SEC", ")", ":", "# Turn on bluetooth and wait for powered on event to be set.", "self", ".", "_powered_on", ".", "clear", "(", ")", "IOBluetoothPreferenceSetControllerPowerState", "(", "1", ")", "if", "no...	52.142857	0.008086
def of_file(path: str, root_directory: str = None) -> dict: """ Returns a dictionary containing status information for the specified file including when its name relative to the root directory, when it was last modified and its size. :param path: The absolute path to the file for which the ...	[ "def", "of_file", "(", "path", ":", "str", ",", "root_directory", ":", "str", "=", "None", ")", "->", "dict", ":", "slug", "=", "(", "path", "if", "root_directory", "is", "None", "else", "path", "[", "len", "(", "root_directory", ")", ":", "]", ".", ...	31.35	0.000773
def report_ports(target, ports): """portscan a target and output a LaTeX table report_ports(target, ports) -> string""" ans, unans = sr(IP(dst=target) / TCP(dport=ports), timeout=5) rep = "\\begin{tabular}{\|r\|l\|l\|}\n\\hline\n" for s, r in ans: if not r.haslayer(ICMP): if r.payload.fl...	[ "def", "report_ports", "(", "target", ",", "ports", ")", ":", "ans", ",", "unans", "=", "sr", "(", "IP", "(", "dst", "=", "target", ")", "/", "TCP", "(", "dport", "=", "ports", ")", ",", "timeout", "=", "5", ")", "rep", "=", "\"\\\\begin{tabular}{\|...	42.95	0.001139
def parse_non_selinux(parts): """ Parse part of an ls output line that isn't selinux. Args: parts (list): A four element list of strings representing the initial parts of an ls line after the permission bits. The parts are link count, owner, group, and everything else. ...	[ "def", "parse_non_selinux", "(", "parts", ")", ":", "links", ",", "owner", ",", "group", ",", "last", "=", "parts", "result", "=", "{", "\"links\"", ":", "int", "(", "links", ")", ",", "\"owner\"", ":", "owner", ",", "\"group\"", ":", "group", ",", "...	32.790698	0.000689
def register_game(game_name, game_mode="NoFrameskip-v4"): """Create and register problems for the game. Args: game_name: str, one of the games in ATARI_GAMES, e.g. "bank_heist". game_mode: the frame skip and sticky keys config. Raises: ValueError: if game_name or game_mode are wrong. """ if game...	[ "def", "register_game", "(", "game_name", ",", "game_mode", "=", "\"NoFrameskip-v4\"", ")", ":", "if", "game_name", "not", "in", "ATARI_GAMES", ":", "raise", "ValueError", "(", "\"Game %s not in ATARI_GAMES\"", "%", "game_name", ")", "if", "game_mode", "not", "in"...	39.473684	0.010417
def replace_whitespace(text, SAFE_SPACE='\|<^>\|', insert=True): """ Replace non-strippable whitepace in a string with a safe space """ if insert: # replace whitespace with safe space chr args = (' ', SAFE_SPACE) else: # replace safe space chr with whitespace args = (SA...	[ "def", "replace_whitespace", "(", "text", ",", "SAFE_SPACE", "=", "'\|<^>\|'", ",", "insert", "=", "True", ")", ":", "if", "insert", ":", "# replace whitespace with safe space chr", "args", "=", "(", "' '", ",", "SAFE_SPACE", ")", "else", ":", "# replace safe spac...	32.846154	0.002278
def max_similarity(context_sentence: str, ambiguous_word: str, option="path", lemma=True, context_is_lemmatized=False, pos=None, best=True) -> "wn.Synset": """ Perform WSD by maximizing the sum of maximum similarity between possible synsets of all words in the context sentence and the pos...	[ "def", "max_similarity", "(", "context_sentence", ":", "str", ",", "ambiguous_word", ":", "str", ",", "option", "=", "\"path\"", ",", "lemma", "=", "True", ",", "context_is_lemmatized", "=", "False", ",", "pos", "=", "None", ",", "best", "=", "True", ")", ...	42.657143	0.009823
def tx_for_tx_hash(self, tx_hash): "Get a Tx by its hash." URL = self.api_domain + ("/rawtx/%s?format=hex" % b2h_rev(tx_hash)) tx = Tx.from_hex(urlopen(URL).read().decode("utf8")) return tx	[ "def", "tx_for_tx_hash", "(", "self", ",", "tx_hash", ")", ":", "URL", "=", "self", ".", "api_domain", "+", "(", "\"/rawtx/%s?format=hex\"", "%", "b2h_rev", "(", "tx_hash", ")", ")", "tx", "=", "Tx", ".", "from_hex", "(", "urlopen", "(", "URL", ")", "....	43.4	0.00905
def read_parquet(path, engine="auto", columns=None, **kwargs): """Load a parquet object from the file path, returning a DataFrame. Args: path: The filepath of the parquet file. We only support local files for now. engine: This argument doesn't do anything for now. kwargs: ...	[ "def", "read_parquet", "(", "path", ",", "engine", "=", "\"auto\"", ",", "columns", "=", "None", ",", "", "", "kwargs", ")", ":", "return", "DataFrame", "(", "query_compiler", "=", "BaseFactory", ".", "read_parquet", "(", "path", "=", "path", ",", "col...	36.214286	0.001923
def _on_message(channel, method, header, body): """ Invoked by pika when a message is delivered from RabbitMQ. The channel is passed for your convenience. The basic_deliver object that is passed in carries the exchange, routing key, delivery tag and a redelivered flag for the message. The properties...	[ "def", "_on_message", "(", "channel", ",", "method", ",", "header", ",", "body", ")", ":", "print", "\"Message:\"", "print", "\"\\t%r\"", "%", "method", "print", "\"\\t%r\"", "%", "header", "print", "\"\\t%r\"", "%", "body", "# Acknowledge message receipt", "cha...	37.75	0.001076
def get_kb_mappings(kb_name="", key="", value="", match_type="s", sortby="to", limit=None): """Return a list of all mappings from the given kb, ordered by key. If key given, give only those with left side (mapFrom) = key. If value given, give only those with right side (mapTo) = value. ...	[ "def", "get_kb_mappings", "(", "kb_name", "=", "\"\"", ",", "key", "=", "\"\"", ",", "value", "=", "\"\"", ",", "match_type", "=", "\"s\"", ",", "sortby", "=", "\"to\"", ",", "limit", "=", "None", ")", ":", "# query", "query", "=", "db", ".", "sessio...	34.658537	0.000684
def standardize_table(cls, table): ''' Extract objects from a Gaia DR2 table. ''' # tidy up quantities, setting motions to 0 if poorly defined for key in ['pmra', 'pmdec', 'parallax', 'radial_velocity']: bad = table[key].mask table[key][bad] = 0.0 ...	[ "def", "standardize_table", "(", "cls", ",", "table", ")", ":", "# tidy up quantities, setting motions to 0 if poorly defined", "for", "key", "in", "[", "'pmra'", ",", "'pmdec'", ",", "'parallax'", ",", "'radial_velocity'", "]", ":", "bad", "=", "table", "[", "key...	40.584906	0.01044
def recRemoveTreeFormating(element): """Removes whitespace characters, which are leftovers from previous xml formatting. :param element: an instance of lxml.etree._Element str.strip() is applied to the "text" and the "tail" attribute of the element and recursively to all child elements. """ ...	[ "def", "recRemoveTreeFormating", "(", "element", ")", ":", "children", "=", "element", ".", "getchildren", "(", ")", "if", "len", "(", "children", ")", ">", "0", ":", "for", "child", "in", "children", ":", "recRemoveTreeFormating", "(", "child", ")", "if",...	33.521739	0.001261
def list_gewesten(self, sort=1): ''' List all `gewesten` in Belgium. :param integer sort: What field to sort on. :rtype: A :class`list` of class: `Gewest`. ''' def creator(): res = crab_gateway_request(self.client, 'ListGewesten', sort) tmp = {} ...	[ "def", "list_gewesten", "(", "self", ",", "sort", "=", "1", ")", ":", "def", "creator", "(", ")", ":", "res", "=", "crab_gateway_request", "(", "self", ".", "client", ",", "'ListGewesten'", ",", "sort", ")", "tmp", "=", "{", "}", "for", "r", "in", ...	33	0.002103
def xAxisIsMajor(self): ''' Returns True if the major axis is parallel to the X axis, boolean. ''' return max(self.radius.x, self.radius.y) == self.radius.x	[ "def", "xAxisIsMajor", "(", "self", ")", ":", "return", "max", "(", "self", ".", "radius", ".", "x", ",", "self", ".", "radius", ".", "y", ")", "==", "self", ".", "radius", ".", "x" ]	36.8	0.010638
def add_row(self, row): """Add a row to the table Arguments: row - row of data, should be a list with as many elements as the table has fields""" if self._field_names and len(row) != len(self._field_names): raise Exception("Row has incorrect number of values, (act...	[ "def", "add_row", "(", "self", ",", "row", ")", ":", "if", "self", ".", "_field_names", "and", "len", "(", "row", ")", "!=", "len", "(", "self", ".", "_field_names", ")", ":", "raise", "Exception", "(", "\"Row has incorrect number of values, (actual) %d!=%d (e...	37	0.013183
def p_navigation_step_2(self, p): '''navigation_step : ARROW identifier LSQBR identifier DOT phrase RSQBR''' p[0] = NavigationStepNode(key_letter=p[2], rel_id=p[4], phrase=p[6])	[ "def", "p_navigation_step_2", "(", "self", ",", "p", ")", ":", "p", "[", "0", "]", "=", "NavigationStepNode", "(", "key_letter", "=", "p", "[", "2", "]", ",", "rel_id", "=", "p", "[", "4", "]", ",", "phrase", "=", "p", "[", "6", "]", ")" ]	51.4	0.011494
def deep_encode(s, encoding='utf-8', errors='strict'): """Encode "DEEP" S using the codec registered for encoding.""" # encoding defaults to the default encoding. errors may be given to set # a different error handling scheme. Default is 'strict' meaning # that encoding errors raise # a UnicodeEncod...	[ "def", "deep_encode", "(", "s", ",", "encoding", "=", "'utf-8'", ",", "errors", "=", "'strict'", ")", ":", "# encoding defaults to the default encoding. errors may be given to set", "# a different error handling scheme. Default is 'strict' meaning", "# that encoding errors raise", ...	44.925926	0.000807
def _check_modes(self, modes): """Check that the image is in one of the given modes, raise an exception otherwise.""" if not isinstance(modes, (tuple, list, set)): modes = [modes] if self.mode not in modes: raise ValueError("Image not in suitable mode, expected: %s, got...	[ "def", "_check_modes", "(", "self", ",", "modes", ")", ":", "if", "not", "isinstance", "(", "modes", ",", "(", "tuple", ",", "list", ",", "set", ")", ")", ":", "modes", "=", "[", "modes", "]", "if", "self", ".", "mode", "not", "in", "modes", ":",...	57	0.011527
def command(name, nargs=0, complete=None, range=None, count=None, bang=False, register=False, sync=False, allow_nested=False, eval=None): """Tag a function or plugin method as a Nvim command handler.""" def dec(f): f._nvim_rpc_method_name = 'command:{}'.format(name) f._nvim_rpc_sync ...	[ "def", "command", "(", "name", ",", "nargs", "=", "0", ",", "complete", "=", "None", ",", "range", "=", "None", ",", "count", "=", "None", ",", "bang", "=", "False", ",", "register", "=", "False", ",", "sync", "=", "False", ",", "allow_nested", "="...	24.977273	0.000876
def _streaming_file_md5(file_path): """ Create and return a hex checksum using the MD5 sum of the passed in file. This will stream the file, rather than load it all into memory. :param file_path: full path to the file :type file_path: string :returns: a hex checksum :rtype: string """ ...	[ "def", "_streaming_file_md5", "(", "file_path", ")", ":", "md5", "=", "hashlib", ".", "md5", "(", ")", "with", "open", "(", "file_path", ",", "'rb'", ")", "as", "f", ":", "# iter needs an empty byte string for the returned iterator to halt at", "# EOF", "for", "ch...	34.294118	0.001669
def write_string_to_file(path, string, make_parents=False, backup_suffix=BACKUP_SUFFIX, encoding="utf8"): """ Write entire file with given string contents, atomically. Keeps backup by default. """ with atomic_output_file(path, make_parents=make_parents, backup_suffix=backup_suffix) as tmp_path: with codecs....	[ "def", "write_string_to_file", "(", "path", ",", "string", ",", "make_parents", "=", "False", ",", "backup_suffix", "=", "BACKUP_SUFFIX", ",", "encoding", "=", "\"utf8\"", ")", ":", "with", "atomic_output_file", "(", "path", ",", "make_parents", "=", "make_paren...	54.428571	0.018088
def check_slas(metric): """ Check if all SLAs pass :return: 0 (if all SLAs pass) or the number of SLAs failures """ if not hasattr(metric, 'sla_map'): return for metric_label in metric.sla_map.keys(): for sub_metric in metric.sla_map[metric_label].keys(): for stat_name in metric.sla_map[metric...	[ "def", "check_slas", "(", "metric", ")", ":", "if", "not", "hasattr", "(", "metric", ",", "'sla_map'", ")", ":", "return", "for", "metric_label", "in", "metric", ".", "sla_map", ".", "keys", "(", ")", ":", "for", "sub_metric", "in", "metric", ".", "sla...	54.78125	0.011771
def _validate(self): """ Do the actual validation """ if self.strictness == 'off': return self.report handle_inconsistencies(self.page, self.strictness, self.strategy, self.report) return self.report	[ "def", "_validate", "(", "self", ")", ":", "if", "self", ".", "strictness", "==", "'off'", ":", "return", "self", ".", "report", "handle_inconsistencies", "(", "self", ".", "page", ",", "self", ".", "strictness", ",", "self", ".", "strategy", ",", "self"...	31.5	0.011583
def grid_arange(bounds, step): """ Return a grid from an (2,dimension) bounds with samples step distance apart. Parameters --------- bounds: (2,dimension) list of [[min x, min y, etc], [max x, max y, etc]] step: float, or (dimension) floats, separation between points Returns ------- ...	[ "def", "grid_arange", "(", "bounds", ",", "step", ")", ":", "bounds", "=", "np", ".", "asanyarray", "(", "bounds", ",", "dtype", "=", "np", ".", "float64", ")", "if", "len", "(", "bounds", ")", "!=", "2", ":", "raise", "ValueError", "(", "'bounds mus...	33.307692	0.002245
def create_class(self, data, options=None, **kwargs): """Return instance of class based on Go data Data keys handled here: _type Set the object class consts, types, vars, funcs Recurse into :py:meth:`create_class` to create child object ...	[ "def", "create_class", "(", "self", ",", "data", ",", "options", "=", "None", ",", "", "", "kwargs", ")", ":", "_type", "=", "kwargs", ".", "get", "(", "\"_type\"", ")", "obj_map", "=", "dict", "(", "(", "cls", ".", "type", ",", "cls", ")", "fo...	39.117647	0.000978
def validate_password_reset(cls, code, new_password): """ Validates an unhashed code against a hashed code. Once the code has been validated and confirmed new_password will replace the old users password """ password_reset_model = \ PasswordResetModel.w...	[ "def", "validate_password_reset", "(", "cls", ",", "code", ",", "new_password", ")", ":", "password_reset_model", "=", "PasswordResetModel", ".", "where_code", "(", "code", ")", "if", "password_reset_model", "is", "None", ":", "return", "None", "jwt", "=", "JWT"...	41.842105	0.00246
def pprint_thing(thing, _nest_lvl=0, escape_chars=None, default_escapes=False, quote_strings=False, max_seq_items=None): """ This function is the sanctioned way of converting objects to a unicode representation. properly handles nested sequences containing unicode strings (unicode(...	[ "def", "pprint_thing", "(", "thing", ",", "_nest_lvl", "=", "0", ",", "escape_chars", "=", "None", ",", "default_escapes", "=", "False", ",", "quote_strings", "=", "False", ",", "max_seq_items", "=", "None", ")", ":", "def", "as_escaped_unicode", "(", "thing...	37.549296	0.000365
def convert_registers_to_float(registers): """ Convert two 16 Bit Registers to 32 Bit real value - Used to receive float values from Modbus (Modbus Registers are 16 Bit long) registers: 16 Bit Registers return: 32 bit value real """ b = bytearray(4) b [0] = registers[0] & 0xff b [1] = ...	[ "def", "convert_registers_to_float", "(", "registers", ")", ":", "b", "=", "bytearray", "(", "4", ")", "b", "[", "0", "]", "=", "registers", "[", "0", "]", "&", "0xff", "b", "[", "1", "]", "=", "(", "registers", "[", "0", "]", "&", "0xff00", ")",...	38.307692	0.021569
def json_to_string(value, null_string_repr='[]', trimable=False): """ Return a string representation of the specified JSON object. @param value: a JSON object. @param null_string_rep: the string representation of the null object. @return: a string representation of the specified JSON obje...	[ "def", "json_to_string", "(", "value", ",", "null_string_repr", "=", "'[]'", ",", "trimable", "=", "False", ")", ":", "return", "null_string_repr", "if", "is_undefined", "(", "value", ")", "else", "obj", ".", "jsonify", "(", "value", ",", "trimable", "=", ...	32.538462	0.002299
def run_assembly(stmts, folder, pmcid, background_assertions=None): '''Run assembly on a list of statements, for a given PMCID.''' # Folder for index card output (scored submission) indexcard_prefix = folder + '/index_cards/' + pmcid # Folder for other outputs (for analysis, debugging) otherout_pref...	[ "def", "run_assembly", "(", "stmts", ",", "folder", ",", "pmcid", ",", "background_assertions", "=", "None", ")", ":", "# Folder for index card output (scored submission)", "indexcard_prefix", "=", "folder", "+", "'/index_cards/'", "+", "pmcid", "# Folder for other output...	37.335938	0.000408
def merge(self, other): # type: (TentativeType) -> None """ Merge two TentativeType instances """ for hashables in other.types_hashable: self.add(hashables) for non_hashbles in other.types: self.add(non_hashbles)	[ "def", "merge", "(", "self", ",", "other", ")", ":", "# type: (TentativeType) -> None", "for", "hashables", "in", "other", ".", "types_hashable", ":", "self", ".", "add", "(", "hashables", ")", "for", "non_hashbles", "in", "other", ".", "types", ":", "self",...	30.666667	0.010563
def by_water_area_in_sqmi(self, lower=-1, upper=2 ** 31, zipcode_type=ZipcodeType.Standard, sort_by=SimpleZipcode.water_area_in_sqmi.name, ascending=False, ...	[ "def", "by_water_area_in_sqmi", "(", "self", ",", "lower", "=", "-", "1", ",", "upper", "=", "2", "**", "31", ",", "zipcode_type", "=", "ZipcodeType", ".", "Standard", ",", "sort_by", "=", "SimpleZipcode", ".", "water_area_in_sqmi", ".", "name", ",", "asce...	41.625	0.011747
def network_set_autostart(name, state='on', **kwargs): ''' Set the autostart flag on a virtual network so that the network will start with the host system on reboot. :param name: virtual network name :param state: 'on' to auto start the network, anything else to mark the virtual n...	[ "def", "network_set_autostart", "(", "name", ",", "state", "=", "'on'", ",", "", "", "kwargs", ")", ":", "conn", "=", "__get_conn", "(", "", "", "kwargs", ")", "try", ":", "net", "=", "conn", ".", "networkLookupByName", "(", "name", ")", "return", ...	33.692308	0.00111
def update_preview(self, index=None, scheme_name=None): """ Update the color scheme of the preview editor and adds text. Note ---- 'index' is needed, because this is triggered by a signal that sends the selected index. """ text = ('"""A string"""\n\n' ...	[ "def", "update_preview", "(", "self", ",", "index", "=", "None", ",", "scheme_name", "=", "None", ")", ":", "text", "=", "(", "'\"\"\"A string\"\"\"\\n\\n'", "'# A comment\\n\\n'", "'# %% A cell\\n\\n'", "'class Foo(object):\\n'", "' def __init__(self):\\n'", "' ...	42.1	0.001548
def validate_args(args): """Validate provided arguments and act on --help.""" # Check correctness of similarity dataset names for dataset_name in args.similarity_datasets: if dataset_name.lower() not in map( str.lower, nlp.data.word_embedding_evaluation.word_similarit...	[ "def", "validate_args", "(", "args", ")", ":", "# Check correctness of similarity dataset names", "for", "dataset_name", "in", "args", ".", "similarity_datasets", ":", "if", "dataset_name", ".", "lower", "(", ")", "not", "in", "map", "(", "str", ".", "lower", ",...	44.294118	0.0013
def date(self,local=False): """ Return the date object associated :param local: if False [default] return UTC date. If True return localtz date """ return Date(self.get(local).date(),self.local_tz)	[ "def", "date", "(", "self", ",", "local", "=", "False", ")", ":", "return", "Date", "(", "self", ".", "get", "(", "local", ")", ".", "date", "(", ")", ",", "self", ".", "local_tz", ")" ]	45.8	0.021459
def reftrack_type_data(rt, role): """Return the data for the type (e.g. Asset, Alembic, Camera etc) :param rt: the :class:`jukeboxcore.reftrack.Reftrack` holds the data :type rt: :class:`jukeboxcore.reftrack.Reftrack` :param role: item data role :type role: QtCore.Qt.ItemDataRole :returns: data...	[ "def", "reftrack_type_data", "(", "rt", ",", "role", ")", ":", "if", "role", "==", "QtCore", ".", "Qt", ".", "DisplayRole", "or", "role", "==", "QtCore", ".", "Qt", ".", "EditRole", ":", "return", "rt", ".", "get_typ", "(", ")", "elif", "role", "==",...	36.466667	0.001783
def _integerValue_to_int(value_str): """ Convert a value string that conforms to DSP0004 `integerValue`, into the corresponding integer and return it. The returned value has Python type `int`, or in Python 2, type `long` if needed. Note that DSP0207 and DSP0004 only allow US-ASCII decimal digits. H...	[ "def", "_integerValue_to_int", "(", "value_str", ")", ":", "m", "=", "BINARY_VALUE", ".", "match", "(", "value_str", ")", "if", "m", ":", "value", "=", "int", "(", "m", ".", "group", "(", "1", ")", ",", "2", ")", "elif", "OCTAL_VALUE", ".", "match", ...	40.222222	0.000899
def constructor( self, name=None, function=None, return_type=None, arg_types=None, header_dir=None, header_file=None, recursive=None): """returns reference to constructor declaration, that is matched defined ...	[ "def", "constructor", "(", "self", ",", "name", "=", "None", ",", "function", "=", "None", ",", "return_type", "=", "None", ",", "arg_types", "=", "None", ",", "header_dir", "=", "None", ",", "header_file", "=", "None", ",", "recursive", "=", "None", "...	32.416667	0.002497
def station_feed(self, *, num_songs=25, num_stations=4): """Generate stations. Note: A Google Music subscription is required. Parameters: num_songs (int, Optional): The total number of songs to return. Default: ``25`` num_stations (int, Optional): The number of stations to return when no station_infos ...	[ "def", "station_feed", "(", "self", ",", "*", ",", "num_songs", "=", "25", ",", "num_stations", "=", "4", ")", ":", "response", "=", "self", ".", "_call", "(", "mc_calls", ".", "RadioStationFeed", ",", "num_entries", "=", "num_songs", ",", "num_stations", ...	25.565217	0.034426
def _get_server(self): """ Get server to use for request. Also process inactive server list, re-add them after given interval. """ with self._lock: inactive_server_count = len(self._inactive_servers) for i in range(inactive_server_count): t...	[ "def", "_get_server", "(", "self", ")", ":", "with", "self", ".", "_lock", ":", "inactive_server_count", "=", "len", "(", "self", ".", "_inactive_servers", ")", "for", "i", "in", "range", "(", "inactive_server_count", ")", ":", "try", ":", "ts", ",", "se...	40.25	0.001516
def create_ngram_table(self, cardinality): """ Creates a table for n-gram of a give cardinality. The table name is constructed from this parameter, for example for cardinality `2` there will be a table `_2_gram` created. Parameters ---------- cardinality : int ...	[ "def", "create_ngram_table", "(", "self", ",", "cardinality", ")", ":", "query", "=", "\"CREATE TABLE IF NOT EXISTS _{0}_gram (\"", ".", "format", "(", "cardinality", ")", "unique", "=", "\"\"", "for", "i", "in", "reversed", "(", "range", "(", "cardinality", ")"...	33.958333	0.002387
def _dryrun_cell(args, cell_body): """Implements the BigQuery cell magic used to dry run BQ queries. The supported syntax is: %%bq dryrun [-q\|--sql <query identifier>] [<YAML or JSON cell_body or inline SQL>] Args: args: the argument following '%bq dryrun'. cell_body: optional contents of the cel...	[ "def", "_dryrun_cell", "(", "args", ",", "cell_body", ")", ":", "query", "=", "_get_query_argument", "(", "args", ",", "cell_body", ",", "google", ".", "datalab", ".", "utils", ".", "commands", ".", "notebook_environment", "(", ")", ")", "if", "args", "[",...	35.318182	0.010025
def configure_devel_job( config_url, rosdistro_name, source_build_name, repo_name, os_name, os_code_name, arch, pull_request=False, config=None, build_file=None, index=None, dist_file=None, dist_cache=None, jenkins=None, views=None, is_disabled=False, groo...	[ "def", "configure_devel_job", "(", "config_url", ",", "rosdistro_name", ",", "source_build_name", ",", "repo_name", ",", "os_name", ",", "os_code_name", ",", "arch", ",", "pull_request", "=", "False", ",", "config", "=", "None", ",", "build_file", "=", "None", ...	40.43299	0.000249
def do_or_fake_filter( value, formatter ): """ call a faker if value is None uses: {{ myint\|or_fake:'randomInt' }} """ if not value: value = Faker.getGenerator().format( formatter ) return value	[ "def", "do_or_fake_filter", "(", "value", ",", "formatter", ")", ":", "if", "not", "value", ":", "value", "=", "Faker", ".", "getGenerator", "(", ")", ".", "format", "(", "formatter", ")", "return", "value" ]	20.545455	0.021186
def emit(self, record): """Save a logging.LogRecord to our test record. Logs carry useful metadata such as the logger name and level information. We capture this in a structured format in the test record to enable filtering by client applications. Args: record: A logging.LogRecord to record....	[ "def", "emit", "(", "self", ",", "record", ")", ":", "try", ":", "message", "=", "self", ".", "format", "(", "record", ")", "log_record", "=", "LogRecord", "(", "record", ".", "levelno", ",", "record", ".", "name", ",", "os", ".", "path", ".", "bas...	34.6	0.008439
def run_sector(sector, C_in, eta_s, f, p_in, p_out, qed_order=1, qcd_order=1): r"""Solve the WET RGE for a specific sector. Parameters: - sector: sector of interest - C_in: dictionary of Wilson coefficients - eta_s: ratio of $\alpha_s$ at input and output scale - f: number of active quark flav...	[ "def", "run_sector", "(", "sector", ",", "C_in", ",", "eta_s", ",", "f", ",", "p_in", ",", "p_out", ",", "qed_order", "=", "1", ",", "qcd_order", "=", "1", ")", ":", "Cdictout", "=", "OrderedDict", "(", ")", "classname", "=", "sectors", "[", "sector"...	38.295455	0.001736
def check_type_and_size_of_param_list(param_list, expected_length): """ Ensure that param_list is a list with the expected length. Raises a helpful ValueError if this is not the case. """ try: assert isinstance(param_list, list) assert len(param_list) == expected_length except As...	[ "def", "check_type_and_size_of_param_list", "(", "param_list", ",", "expected_length", ")", ":", "try", ":", "assert", "isinstance", "(", "param_list", ",", "list", ")", "assert", "len", "(", "param_list", ")", "==", "expected_length", "except", "AssertionError", ...	35.230769	0.002128
def calculate_acd(acd_structure, fpf): """ Determine the area under the cumulative distribution function of the active framework count, or ACD, of those actives ranked better than the specified False Postive Fraction. :param acd_structure: list [(id, best_score, best_query, status, fw smiles), ..., ]. A...	[ "def", "calculate_acd", "(", "acd_structure", ",", "fpf", ")", ":", "# initialize variables", "fw_dict", "=", "defaultdict", "(", "int", ")", "# a count of the number of molecules that share a given framework", "# loop over the molecules in acd_structure and count up the molecules co...	48.481481	0.009738
def shift_path(script_name, path_info): """Return ('/a', '/b/c') -> ('b', '/a/b', 'c').""" segment, rest = pop_path(path_info) return (segment, join_uri(script_name.rstrip("/"), segment), rest.rstrip("/"))	[ "def", "shift_path", "(", "script_name", ",", "path_info", ")", ":", "segment", ",", "rest", "=", "pop_path", "(", "path_info", ")", "return", "(", "segment", ",", "join_uri", "(", "script_name", ".", "rstrip", "(", "\"/\"", ")", ",", "segment", ")", ","...	53.5	0.009217
def describe(self, name=str(), options): """ Returns the metadata** of a `Field` as an :class:`ordered dictionary <collections.OrderedDict>`. .. code-block:: python metadata = { 'address': self.index.address, 'alignment': [self.alignment.byte_siz...	[ "def", "describe", "(", "self", ",", "name", "=", "str", "(", ")", ",", "", "", "options", ")", ":", "metadata", "=", "{", "'address'", ":", "self", ".", "index", ".", "address", ",", "'alignment'", ":", "list", "(", "self", ".", "alignment", ")"...	39.444444	0.002062
def complete(self, flag_message="Complete", padding=None, force=False): """ Log Level: :attr:COMPLETE @flag_message: #str flags the message with the given text using :func:flag @padding: #str 'top', 'bottom' or 'all', adds a new line to the specified area...	[ "def", "complete", "(", "self", ",", "flag_message", "=", "\"Complete\"", ",", "padding", "=", "None", ",", "force", "=", "False", ")", ":", "if", "self", ".", "should_log", "(", "self", ".", "COMPLETE", ")", "or", "force", ":", "self", ".", "_print_me...	38.115385	0.001969
def Perc(poly, q, dist, sample=10000, **kws): """ Percentile function. Note that this function is an empirical function that operates using Monte Carlo sampling. Args: poly (Poly): Polynomial of interest. q (numpy.ndarray): positions where percentiles are ta...	[ "def", "Perc", "(", "poly", ",", "q", ",", "dist", ",", "sample", "=", "10000", ",", "", "", "kws", ")", ":", "shape", "=", "poly", ".", "shape", "poly", "=", "polynomials", ".", "flatten", "(", "poly", ")", "q", "=", "numpy", ".", "array", "...	29	0.002152
def openid_form(parser, token): """ Render OpenID form. Allows to pre set the provider:: {% openid_form "https://www.google.com/accounts/o8/id" %} Also creates custom button URLs by concatenating all arguments after the provider's URL {% openid_form "https://www.google.com/accounts/o8/id" S...	[ "def", "openid_form", "(", "parser", ",", "token", ")", ":", "bits", "=", "get_bits", "(", "token", ")", "if", "len", "(", "bits", ")", ">", "1", ":", "return", "FormNode", "(", "bits", "[", "0", "]", ",", "bits", "[", "1", ":", "]", ")", "if",...	26.05	0.011111
def from_edf(fname): """ DataFrame constructor to open XBT EDF ASCII format. Examples -------- >>> from pathlib import Path >>> import ctd >>> data_path = Path(__file__).parents[1].joinpath("tests", "data") >>> cast = ctd.from_edf(data_path.joinpath('XBT.EDF.gz')) >>> ax = cast['tem...	[ "def", "from_edf", "(", "fname", ")", ":", "f", "=", "_read_file", "(", "fname", ")", "header", ",", "names", "=", "[", "]", ",", "[", "]", "for", "k", ",", "line", "in", "enumerate", "(", "f", ".", "readlines", "(", ")", ")", ":", "line", "=",...	30.040541	0.000871
def linked(base_dir: str, rr_id: str) -> str: """ Get, from the specified directory, the path to the tails file associated with the input revocation registry identifier, or None for no such file. :param base_dir: base directory for tails files, thereafter split by cred def id :p...	[ "def", "linked", "(", "base_dir", ":", "str", ",", "rr_id", ":", "str", ")", "->", "str", ":", "cd_id", "=", "rev_reg_id2cred_def_id", "(", "rr_id", ")", "link", "=", "join", "(", "base_dir", ",", "cd_id", ",", "rr_id", ")", "return", "join", "(", "b...	46.230769	0.008157
def load(self): """ Read pref dict stored on disk. Overwriting current values. """ if VERBOSE_PREF: print('[pref.load()]') #if not os.path.exists(self._intern.fpath): # msg = '[pref] fpath=%r does not exist' % (self._intern.fpath) # return msg ...	[ "def", "load", "(", "self", ")", ":", "if", "VERBOSE_PREF", ":", "print", "(", "'[pref.load()]'", ")", "#if not os.path.exists(self._intern.fpath):", "# msg = '[pref] fpath=%r does not exist' % (self._intern.fpath)", "# return msg", "fpath", "=", "self", ".", "get_fpath...	39.444444	0.008249
def valuePop(ctxt): """Pops the top XPath object from the value stack """ if ctxt is None: ctxt__o = None else: ctxt__o = ctxt._o ret = libxml2mod.valuePop(ctxt__o) return ret	[ "def", "valuePop", "(", "ctxt", ")", ":", "if", "ctxt", "is", "None", ":", "ctxt__o", "=", "None", "else", ":", "ctxt__o", "=", "ctxt", ".", "_o", "ret", "=", "libxml2mod", ".", "valuePop", "(", "ctxt__o", ")", "return", "ret" ]	31.666667	0.015385
def get_valid_location(location): """Check if the given location represents a valid cellular component.""" # If we're given None, return None if location is not None and cellular_components.get(location) is None: loc = cellular_components_reverse.get(location) if loc is None: rai...	[ "def", "get_valid_location", "(", "location", ")", ":", "# If we're given None, return None", "if", "location", "is", "not", "None", "and", "cellular_components", ".", "get", "(", "location", ")", "is", "None", ":", "loc", "=", "cellular_components_reverse", ".", ...	40.1	0.002439
def _zoom(scale:uniform=1.0, row_pct:uniform=0.5, col_pct:uniform=0.5): "Zoom image by `scale`. `row_pct`,`col_pct` select focal point of zoom." s = 1-1/scale col_c = s * (2col_pct - 1) row_c = s (2*row_pct - 1) return _get_zoom_mat(1/scale, 1/scale, col_c, row_c)	[ "def", "_zoom", "(", "scale", ":", "uniform", "=", "1.0", ",", "row_pct", ":", "uniform", "=", "0.5", ",", "col_pct", ":", "uniform", "=", "0.5", ")", ":", "s", "=", "1", "-", "1", "/", "scale", "col_c", "=", "s", "", "(", "2", "", "col_pct",...	47	0.034843
def SGg(self): r'''Specific gravity of the gas phase of the chemical, [dimensionless]. The reference condition is air at 15.6 °C (60 °F) and 1 atm (rho=1.223 kg/m^3). The definition for gases uses the compressibility factor of the reference gas and the chemical both at the reference ...	[ "def", "SGg", "(", "self", ")", ":", "Vmg", "=", "self", ".", "VolumeGas", "(", "T", "=", "288.70555555555552", ",", "P", "=", "101325", ")", "if", "Vmg", ":", "rho", "=", "Vm_to_rho", "(", "Vmg", ",", "self", ".", "MW", ")", "return", "SG", "(",...	40.941176	0.008427
def build_config(dataset, datasets_dir, phase, problem=None, output_dir='data/output'): """ root@d3m-example-pod:/# cat /input/185_baseball/test_config.json { "problem_schema": "/input/TEST/problem_TEST/problemDoc.json", "problem_root": "/input/TEST/problem_TEST", "dataset_schema": "/input...	[ "def", "build_config", "(", "dataset", ",", "datasets_dir", ",", "phase", ",", "problem", "=", "None", ",", "output_dir", "=", "'data/output'", ")", ":", "if", "problem", ":", "full_phase", "=", "phase", "+", "'_'", "+", "problem", "else", ":", "full_phase...	38.960784	0.000982
def write_padding_bits(buff, version, length): """\ Writes padding bits if the data stream does not meet the codeword boundary. :param buff: The byte buffer. :param int length: Data stream length. """ # ISO/IEC 18004:2015(E) - 7.4.10 Bit stream to codeword conversion -- page 32 # [...] ...	[ "def", "write_padding_bits", "(", "buff", ",", "version", ",", "length", ")", ":", "# ISO/IEC 18004:2015(E) - 7.4.10 Bit stream to codeword conversion -- page 32", "# [...]", "# All codewords are 8 bits in length, except for the final data symbol", "# character in Micro QR Code versions M1...	48.705882	0.00237
def reg_event(self, flags): """ reg events """ command = const.CMD_REG_EVENT command_string = pack ("I", flags) cmd_response = self.__send_command(command, command_string) if not cmd_response.get('status'): raise ZKErrorResponse("cant' reg events %i" %...	[ "def", "reg_event", "(", "self", ",", "flags", ")", ":", "command", "=", "const", ".", "CMD_REG_EVENT", "command_string", "=", "pack", "(", "\"I\"", ",", "flags", ")", "cmd_response", "=", "self", ".", "__send_command", "(", "command", ",", "command_string",...	35.444444	0.009174
def list_objects(self, path='', relative=False, first_level=False, max_request_entries=None): """ List objects. Args: path (str): Path or URL. relative (bool): Path is relative to current root. first_level (bool): It True, returns only fi...	[ "def", "list_objects", "(", "self", ",", "path", "=", "''", ",", "relative", "=", "False", ",", "first_level", "=", "False", ",", "max_request_entries", "=", "None", ")", ":", "entries", "=", "0", "max_request_entries_arg", "=", "None", "if", "not", "relat...	32.016807	0.001018
def post(self, request, args, kwargs): """ Handles POST requests. """ return self.lock(request, args, **kwargs)	[ "def", "post", "(", "self", ",", "request", ",", "", "args", ",", "", "", "kwargs", ")", ":", "return", "self", ".", "lock", "(", "request", ",", "", "args", ",", "", "", "kwargs", ")" ]	43	0.015267
def run_incremental(components=None, broker=None): """ Executes components in an order that satisfies their dependency relationships. Disjoint subgraphs are executed one at a time and a broker containing the results for each is yielded. If a broker is passed here, its instances are used to seed the ...	[ "def", "run_incremental", "(", "components", "=", "None", ",", "broker", "=", "None", ")", ":", "for", "graph", ",", "_broker", "in", "generate_incremental", "(", "components", ",", "broker", ")", ":", "yield", "run", "(", "graph", ",", "broker", "=", "_...	47.952381	0.000974
def get_word_under_cursor_legacy(self): """ Returns the document word under cursor ( Using Qt legacy "QTextCursor.WordUnderCursor" ). :return: Word under cursor. :rtype: QString """ cursor = self.textCursor() cursor.select(QTextCursor.WordUnderCursor) re...	[ "def", "get_word_under_cursor_legacy", "(", "self", ")", ":", "cursor", "=", "self", ".", "textCursor", "(", ")", "cursor", ".", "select", "(", "QTextCursor", ".", "WordUnderCursor", ")", "return", "cursor", ".", "selectedText", "(", ")" ]	30.545455	0.008671
def deterministic(__func__=None, **kwds): """ Decorator function instantiating deterministic variables. Usage: @deterministic def B(parent_name = ., ...) return baz(parent_name, ...) @deterministic(trace = trace_object) def B(parent_name = ., ...) return baz(parent_name, ...) ...	[ "def", "deterministic", "(", "__func__", "=", "None", ",", "", "", "kwds", ")", ":", "def", "instantiate_n", "(", "__func__", ")", ":", "junk", ",", "parents", "=", "_extract", "(", "__func__", ",", "kwds", ",", "keys", ",", "'Deterministic'", ",", "...	25.46875	0.001182
def copy_binder_files(app, exception): """Copy all Binder requirements and notebooks files.""" if exception is not None: return if app.builder.name not in ['html', 'readthedocs']: return gallery_conf = app.config.sphinx_gallery_conf binder_conf = check_binder_conf(gallery_conf.get(...	[ "def", "copy_binder_files", "(", "app", ",", "exception", ")", ":", "if", "exception", "is", "not", "None", ":", "return", "if", "app", ".", "builder", ".", "name", "not", "in", "[", "'html'", ",", "'readthedocs'", "]", ":", "return", "gallery_conf", "="...	29.470588	0.001934
def delete_queue(name, region, opts=None, user=None): ''' Deletes a queue in the region. name Name of the SQS queue to deletes region Name of the region to delete the queue from opts : None Any additional options to add to the command line user : None Run hg as...	[ "def", "delete_queue", "(", "name", ",", "region", ",", "opts", "=", "None", ",", "user", "=", "None", ")", ":", "queues", "=", "list_queues", "(", "region", ",", "opts", ",", "user", ")", "url_map", "=", "_parse_queue_list", "(", "queues", ")", "log",...	21.291667	0.000935
def p_relate_statement_2(self, p): '''statement : RELATE instance_name TO instance_name ACROSS rel_id DOT phrase''' p[0] = RelateNode(from_variable_name=p[2], to_variable_name=p[4], rel_id=p[6], phrase=p[8])	[ "def", "p_relate_statement_2", "(", "self", ",", "p", ")", ":", "p", "[", "0", "]", "=", "RelateNode", "(", "from_variable_name", "=", "p", "[", "2", "]", ",", "to_variable_name", "=", "p", "[", "4", "]", ",", "rel_id", "=", "p", "[", "6", "]", "...	49.333333	0.009967
def interjoint_paths(self): """ Returns paths between the adjacent critical points in the skeleton, where a critical point is the set of terminal and branch points. """ paths = [] for tree in self.components(): subpaths = self._single_tree_interjoint_paths(tree) paths.extend(subp...	[ "def", "interjoint_paths", "(", "self", ")", ":", "paths", "=", "[", "]", "for", "tree", "in", "self", ".", "components", "(", ")", ":", "subpaths", "=", "self", ".", "_single_tree_interjoint_paths", "(", "tree", ")", "paths", ".", "extend", "(", "subpat...	27.666667	0.008746
def main(): """Main.""" if len(sys.argv) > 1 and os.path.exists(sys.argv[1]): try: with open(sys.argv[1], 'r') as f: user_name, password = f.read().strip().split(':') git = Github(user_name, password) password = None except Exception: ...	[ "def", "main", "(", ")", ":", "if", "len", "(", "sys", ".", "argv", ")", ">", "1", "and", "os", ".", "path", ".", "exists", "(", "sys", ".", "argv", "[", "1", "]", ")", ":", "try", ":", "with", "open", "(", "sys", ".", "argv", "[", "1", "...	26.73913	0.00157
def cli(sample, dry_run, limit, no_limit, database_filename, template_filename, config_filename): """Command line interface.""" # pylint: disable=too-many-arguments mailmerge.api.main( sample=sample, dry_run=dry_run, limit=limit, no_limit=no_limit, database_fi...	[ "def", "cli", "(", "sample", ",", "dry_run", ",", "limit", ",", "no_limit", ",", "database_filename", ",", "template_filename", ",", "config_filename", ")", ":", "# pylint: disable=too-many-arguments", "mailmerge", ".", "api", ".", "main", "(", "sample", "=", "s...	32.692308	0.002288
def GetVmodlType(name): """ Get type from vmodl name """ # If the input is already a type, just return if isinstance(name, type): return name # Try to get type from vmodl type names table typ = vmodlTypes.get(name) if typ: return typ # Else get the type from the _wsdlTypeMap isArr...	[ "def", "GetVmodlType", "(", "name", ")", ":", "# If the input is already a type, just return", "if", "isinstance", "(", "name", ",", "type", ")", ":", "return", "name", "# Try to get type from vmodl type names table", "typ", "=", "vmodlTypes", ".", "get", "(", "name",...	23.08	0.036606
def set_object(cache, template, indexes, data): """Set an object in Redis using a pipeline. Only sets the fields that are present in both the template and the data. Arguments: template: a dictionary containg the keys for the object and template strings for the corresponding redis keys....	[ "def", "set_object", "(", "cache", ",", "template", ",", "indexes", ",", "data", ")", ":", "# TODO(mattmillr): Handle expiration times", "with", "cache", "as", "redis_connection", ":", "pipe", "=", "redis_connection", ".", "pipeline", "(", ")", "for", "key", "in...	30.921053	0.000825
def set_var(var, value): ''' Set a variable in the make.conf Return a dict containing the new value for variable:: {'<variable>': {'old': '<old-value>', 'new': '<new-value>'}} CLI Example: .. code-block:: bash salt '*' makeconf.set_var 'LINGUAS' 'en' ...	[ "def", "set_var", "(", "var", ",", "value", ")", ":", "makeconf", "=", "_get_makeconf", "(", ")", "old_value", "=", "get_var", "(", "var", ")", "# If var already in file, replace its value", "if", "old_value", "is", "not", "None", ":", "__salt__", "[", "'file....	23.275862	0.001422
def print_diff(diff, color=True): """Pretty printing for a diff, if color then we use a simple color scheme (red for removed lines, green for added lines).""" import colorama if not diff: return if not color: colorama.init = lambda autoreset: None colorama.Fore.RED = '' ...	[ "def", "print_diff", "(", "diff", ",", "color", "=", "True", ")", ":", "import", "colorama", "if", "not", "diff", ":", "return", "if", "not", "color", ":", "colorama", ".", "init", "=", "lambda", "autoreset", ":", "None", "colorama", ".", "Fore", ".", ...	38.777778	0.002096
def has_fun_prop(f, k): """Test whether function `f` has property `k`. We define properties as annotations added to a function throughout the process of defining a function for verification, e.g. the argument types. If `f` is an unannotated function, this returns False. If `f` has the property na...	[ "def", "has_fun_prop", "(", "f", ",", "k", ")", ":", "if", "not", "hasattr", "(", "f", ",", "_FUN_PROPS", ")", ":", "return", "False", "if", "not", "isinstance", "(", "getattr", "(", "f", ",", "_FUN_PROPS", ")", ",", "dict", ")", ":", "return", "Fa...	35.444444	0.001527
def stack_reparameterization_layer(self, layer_size): """ Perform reparameterization trick for latent variables. :param layer_size: the size of latent variable """ self.rep_layer = ReparameterizationLayer(layer_size, sample=self.sample) self.stack_encoders(self.rep_layer)	[ "def", "stack_reparameterization_layer", "(", "self", ",", "layer_size", ")", ":", "self", ".", "rep_layer", "=", "ReparameterizationLayer", "(", "layer_size", ",", "sample", "=", "self", ".", "sample", ")", "self", ".", "stack_encoders", "(", "self", ".", "re...	44.857143	0.009375
def count_matrix(self): # TODO: does this belong here or to the BHMM sampler, or in a subclass containing HMM with data? """Compute the transition count matrix from hidden state trajectory. Returns ------- C : numpy.array with shape (nstates,nstates) C[i,j] is the nu...	[ "def", "count_matrix", "(", "self", ")", ":", "# TODO: does this belong here or to the BHMM sampler, or in a subclass containing HMM with data?", "if", "self", ".", "hidden_state_trajectories", "is", "None", ":", "raise", "RuntimeError", "(", "'HMM model does not have a hidden stat...	35.73913	0.009479
def get_parquet_metadata( self, path='.' ): """ OUTPUT PARQUET METADATA COLUMNS :param path: FOR INTERNAL USE :return: LIST OF SchemaElement """ children = [] for name, child_schema in sort_using_key(self.more.items(), lambda p: p[0]): ...	[ "def", "get_parquet_metadata", "(", "self", ",", "path", "=", "'.'", ")", ":", "children", "=", "[", "]", "for", "name", ",", "child_schema", "in", "sort_using_key", "(", "self", ".", "more", ".", "items", "(", ")", ",", "lambda", "p", ":", "p", "[",...	30.5	0.008834
def events(): '''Serve a JSON representation of events ''' db = get_session() upcoming_events = db.query(UpcomingEvent)\ .order_by(UpcomingEvent.start) recorded_events = db.query(RecordedEvent)\ .order_by(RecordedEvent.start.desc()) result = [even...	[ "def", "events", "(", ")", ":", "db", "=", "get_session", "(", ")", "upcoming_events", "=", "db", ".", "query", "(", "UpcomingEvent", ")", ".", "order_by", "(", "UpcomingEvent", ".", "start", ")", "recorded_events", "=", "db", ".", "query", "(", "Recorde...	37.75	0.002155
def get_uid(user=None): ''' Get the uid for a given user name. If no user given, the current euid will be returned. If the user does not exist, None will be returned. On systems which do not support pwd or os.geteuid, None will be returned. ''' if not HAS_PWD: return None elif user i...	[ "def", "get_uid", "(", "user", "=", "None", ")", ":", "if", "not", "HAS_PWD", ":", "return", "None", "elif", "user", "is", "None", ":", "try", ":", "return", "os", ".", "geteuid", "(", ")", "except", "AttributeError", ":", "return", "None", "else", "...	29.277778	0.001838
def from_dict(data, ctx): """ Instantiate a new PositionSide from a dict (generally from loading a JSON response). The data used to instantiate the PositionSide is a shallow copy of the dict passed in, with any complex child types instantiated appropriately. """ ...	[ "def", "from_dict", "(", "data", ",", "ctx", ")", ":", "data", "=", "data", ".", "copy", "(", ")", "if", "data", ".", "get", "(", "'units'", ")", "is", "not", "None", ":", "data", "[", "'units'", "]", "=", "ctx", ".", "convert_decimal_number", "(",...	31.468085	0.001967
def m(self, msg, state=False, more=None, cmdd=None, critical=True, verbose=None): ''' Mysterious mega method managing multiple meshed modules magically .. note:: If this function is used, the code contains facepalms: ``m(`` * It is possible to just show a message, \ o...	[ "def", "m", "(", "self", ",", "msg", ",", "state", "=", "False", ",", "more", "=", "None", ",", "cmdd", "=", "None", ",", "critical", "=", "True", ",", "verbose", "=", "None", ")", ":", "if", "verbose", "is", "None", ":", "verbose", "=", "self", ...	35.142857	0.001078
def loads(self, s): """ Deserializes a string representation of the object. :param s: the string """ f = io.BytesIO(s) return VaultUnpickler(self, f).load()	[ "def", "loads", "(", "self", ",", "s", ")", ":", "f", "=", "io", ".", "BytesIO", "(", "s", ")", "return", "VaultUnpickler", "(", "self", ",", "f", ")", ".", "load", "(", ")" ]	24.75	0.009756
def split_marker(marker, fg_id = 1, bg_id = 2): """ Splits an integer marker image into two binary image containing the foreground and background markers respectively. All encountered 1's are hereby treated as foreground, all 2's as background, all 0's as neutral marker and all others are ignored. ...	[ "def", "split_marker", "(", "marker", ",", "fg_id", "=", "1", ",", "bg_id", "=", "2", ")", ":", "img_marker", "=", "scipy", ".", "asarray", "(", "marker", ")", "img_fgmarker", "=", "scipy", ".", "zeros", "(", "img_marker", ".", "shape", ",", "scipy", ...	33.645161	0.012116

async def getRowNodes(self, rows, rawprop, cmpf=None): ''' Join a row generator into (row, Node()) tuples. A row generator yields tuples of node buid, rawprop dict Args: rows: A generator of (layer_idx, (buid, ...)) tuples. rawprop(str): "raw" propname e.g. if ...

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def automatic_gamma_density(structure, kppa): """ Returns an automatic Kpoint object based on a structure and a kpoint density. Uses Gamma centered meshes always. For GW. Algorithm: Uses a simple approach scaling the number of divisions along each reciprocal latt...

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def post_event_discount(self, id, discount_id, **data): """ POST /events/:id/discounts/:discount_id/ Updates a discount; returns the result as a :format:`discount` as the key ``discount``. """ return self.post("/events/{0}/discounts/{0}/".format(id,discount_id), data=dat...

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def prepare(self, session, event): """Prepare phase for session. :param session: sqlalchemy session """ if not event: self.logger.warn("event empty!") return sp_key, sp_hkey = self._keygen(session) def _pk(obj): pk_values = tuple(get...

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def main(_): """Convert a file to examples.""" if FLAGS.subword_text_encoder_filename: encoder = text_encoder.SubwordTextEncoder( FLAGS.subword_text_encoder_filename) elif FLAGS.token_text_encoder_filename: encoder = text_encoder.TokenTextEncoder(FLAGS.token_text_encoder_filename) elif FLAGS.byt...

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def get(self, column, useMethod=True, **context): """ Returns the value for the column for this record. :param column | <orb.Column> || <str> default | <variant> inflated | <bool> :return <variant> """ # look...

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def retry_on_exception(tries=6, delay=1, backoff=2, max_delay=32): ''' Decorator for implementing exponential backoff for retrying on failures. tries: Max number of tries to execute the wrapped function before failing. delay: Delay time in seconds before the FIRST retry. backoff: Multiplier to exte...

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def _wait_for_transfer_threads(self, terminate): # type: (Uploader, bool) -> None """Wait for transfer threads :param Uploader self: this :param bool terminate: terminate threads """ if terminate: self._upload_terminate = terminate for thr in self._tra...

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def confirm(statement): """Ask the user for confirmation about the specified statement. Args: statement (unicode): statement to ask the user confirmation about. Returns: bool: whether or not specified statement was confirmed. """ prompt = "{statement} [y/n]".format(statement=statem...

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def remove_child(self, label): """ Removes node by label """ ind = None for i,c in enumerate(self.children): if c.label==label: ind = i if ind is None: logging.warning('No child labeled {}.'.format(label)) return ...

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def power_on(self, timeout_sec=TIMEOUT_SEC): """Power on Bluetooth.""" # Turn on bluetooth and wait for powered on event to be set. self._powered_on.clear() IOBluetoothPreferenceSetControllerPowerState(1) if not self._powered_on.wait(timeout_sec): raise RuntimeError('...

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def of_file(path: str, root_directory: str = None) -> dict: """ Returns a dictionary containing status information for the specified file including when its name relative to the root directory, when it was last modified and its size. :param path: The absolute path to the file for which the ...

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def report_ports(target, ports): """portscan a target and output a LaTeX table report_ports(target, ports) -> string""" ans, unans = sr(IP(dst=target) / TCP(dport=ports), timeout=5) rep = "\\begin{tabular}{|r|l|l|}\n\\hline\n" for s, r in ans: if not r.haslayer(ICMP): if r.payload.fl...

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def parse_non_selinux(parts): """ Parse part of an ls output line that isn't selinux. Args: parts (list): A four element list of strings representing the initial parts of an ls line after the permission bits. The parts are link count, owner, group, and everything else. ...

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def register_game(game_name, game_mode="NoFrameskip-v4"): """Create and register problems for the game. Args: game_name: str, one of the games in ATARI_GAMES, e.g. "bank_heist". game_mode: the frame skip and sticky keys config. Raises: ValueError: if game_name or game_mode are wrong. """ if game...

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def replace_whitespace(text, SAFE_SPACE='|<^>|', insert=True): """ Replace non-strippable whitepace in a string with a safe space """ if insert: # replace whitespace with safe space chr args = (' ', SAFE_SPACE) else: # replace safe space chr with whitespace args = (SA...

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def max_similarity(context_sentence: str, ambiguous_word: str, option="path", lemma=True, context_is_lemmatized=False, pos=None, best=True) -> "wn.Synset": """ Perform WSD by maximizing the sum of maximum similarity between possible synsets of all words in the context sentence and the pos...

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def tx_for_tx_hash(self, tx_hash): "Get a Tx by its hash." URL = self.api_domain + ("/rawtx/%s?format=hex" % b2h_rev(tx_hash)) tx = Tx.from_hex(urlopen(URL).read().decode("utf8")) return tx

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def read_parquet(path, engine="auto", columns=None, **kwargs): """Load a parquet object from the file path, returning a DataFrame. Args: path: The filepath of the parquet file. We only support local files for now. engine: This argument doesn't do anything for now. kwargs: ...

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def _on_message(channel, method, header, body): """ Invoked by pika when a message is delivered from RabbitMQ. The channel is passed for your convenience. The basic_deliver object that is passed in carries the exchange, routing key, delivery tag and a redelivered flag for the message. The properties...

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def get_kb_mappings(kb_name="", key="", value="", match_type="s", sortby="to", limit=None): """Return a list of all mappings from the given kb, ordered by key. If key given, give only those with left side (mapFrom) = key. If value given, give only those with right side (mapTo) = value. ...

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def standardize_table(cls, table): ''' Extract objects from a Gaia DR2 table. ''' # tidy up quantities, setting motions to 0 if poorly defined for key in ['pmra', 'pmdec', 'parallax', 'radial_velocity']: bad = table[key].mask table[key][bad] = 0.0 ...

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def recRemoveTreeFormating(element): """Removes whitespace characters, which are leftovers from previous xml formatting. :param element: an instance of lxml.etree._Element str.strip() is applied to the "text" and the "tail" attribute of the element and recursively to all child elements. """ ...

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def list_gewesten(self, sort=1): ''' List all `gewesten` in Belgium. :param integer sort: What field to sort on. :rtype: A :class`list` of class: `Gewest`. ''' def creator(): res = crab_gateway_request(self.client, 'ListGewesten', sort) tmp = {} ...

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def xAxisIsMajor(self): ''' Returns True if the major axis is parallel to the X axis, boolean. ''' return max(self.radius.x, self.radius.y) == self.radius.x

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def add_row(self, row): """Add a row to the table Arguments: row - row of data, should be a list with as many elements as the table has fields""" if self._field_names and len(row) != len(self._field_names): raise Exception("Row has incorrect number of values, (act...

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def p_navigation_step_2(self, p): '''navigation_step : ARROW identifier LSQBR identifier DOT phrase RSQBR''' p[0] = NavigationStepNode(key_letter=p[2], rel_id=p[4], phrase=p[6])

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def deep_encode(s, encoding='utf-8', errors='strict'): """Encode "DEEP" S using the codec registered for encoding.""" # encoding defaults to the default encoding. errors may be given to set # a different error handling scheme. Default is 'strict' meaning # that encoding errors raise # a UnicodeEncod...

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def _check_modes(self, modes): """Check that the image is in one of the given *modes*, raise an exception otherwise.""" if not isinstance(modes, (tuple, list, set)): modes = [modes] if self.mode not in modes: raise ValueError("Image not in suitable mode, expected: %s, got...

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def command(name, nargs=0, complete=None, range=None, count=None, bang=False, register=False, sync=False, allow_nested=False, eval=None): """Tag a function or plugin method as a Nvim command handler.""" def dec(f): f._nvim_rpc_method_name = 'command:{}'.format(name) f._nvim_rpc_sync ...

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def _streaming_file_md5(file_path): """ Create and return a hex checksum using the MD5 sum of the passed in file. This will stream the file, rather than load it all into memory. :param file_path: full path to the file :type file_path: string :returns: a hex checksum :rtype: string """ ...

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def write_string_to_file(path, string, make_parents=False, backup_suffix=BACKUP_SUFFIX, encoding="utf8"): """ Write entire file with given string contents, atomically. Keeps backup by default. """ with atomic_output_file(path, make_parents=make_parents, backup_suffix=backup_suffix) as tmp_path: with codecs....

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def check_slas(metric): """ Check if all SLAs pass :return: 0 (if all SLAs pass) or the number of SLAs failures """ if not hasattr(metric, 'sla_map'): return for metric_label in metric.sla_map.keys(): for sub_metric in metric.sla_map[metric_label].keys(): for stat_name in metric.sla_map[metric...

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def _validate(self): """ Do the actual validation """ if self.strictness == 'off': return self.report handle_inconsistencies(self.page, self.strictness, self.strategy, self.report) return self.report

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def grid_arange(bounds, step): """ Return a grid from an (2,dimension) bounds with samples step distance apart. Parameters --------- bounds: (2,dimension) list of [[min x, min y, etc], [max x, max y, etc]] step: float, or (dimension) floats, separation between points Returns ------- ...

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def create_class(self, data, options=None, **kwargs): """Return instance of class based on Go data Data keys handled here: _type Set the object class consts, types, vars, funcs Recurse into :py:meth:`create_class` to create child object ...

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def validate_password_reset(cls, code, new_password): """ Validates an unhashed code against a hashed code. Once the code has been validated and confirmed new_password will replace the old users password """ password_reset_model = \ PasswordResetModel.w...

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def pprint_thing(thing, _nest_lvl=0, escape_chars=None, default_escapes=False, quote_strings=False, max_seq_items=None): """ This function is the sanctioned way of converting objects to a unicode representation. properly handles nested sequences containing unicode strings (unicode(...

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def convert_registers_to_float(registers): """ Convert two 16 Bit Registers to 32 Bit real value - Used to receive float values from Modbus (Modbus Registers are 16 Bit long) registers: 16 Bit Registers return: 32 bit value real """ b = bytearray(4) b [0] = registers[0] & 0xff b [1] = ...

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def json_to_string(value, null_string_repr='[]', trimable=False): """ Return a string representation of the specified JSON object. @param value: a JSON object. @param null_string_rep: the string representation of the null object. @return: a string representation of the specified JSON obje...

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def run_assembly(stmts, folder, pmcid, background_assertions=None): '''Run assembly on a list of statements, for a given PMCID.''' # Folder for index card output (scored submission) indexcard_prefix = folder + '/index_cards/' + pmcid # Folder for other outputs (for analysis, debugging) otherout_pref...

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def merge(self, other): # type: (TentativeType) -> None """ Merge two TentativeType instances """ for hashables in other.types_hashable: self.add(hashables) for non_hashbles in other.types: self.add(non_hashbles)

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def by_water_area_in_sqmi(self, lower=-1, upper=2 ** 31, zipcode_type=ZipcodeType.Standard, sort_by=SimpleZipcode.water_area_in_sqmi.name, ascending=False, ...

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def network_set_autostart(name, state='on', **kwargs): ''' Set the autostart flag on a virtual network so that the network will start with the host system on reboot. :param name: virtual network name :param state: 'on' to auto start the network, anything else to mark the virtual n...

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def update_preview(self, index=None, scheme_name=None): """ Update the color scheme of the preview editor and adds text. Note ---- 'index' is needed, because this is triggered by a signal that sends the selected index. """ text = ('"""A string"""\n\n' ...

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def validate_args(args): """Validate provided arguments and act on --help.""" # Check correctness of similarity dataset names for dataset_name in args.similarity_datasets: if dataset_name.lower() not in map( str.lower, nlp.data.word_embedding_evaluation.word_similarit...

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def date(self,local=False): """ Return the date object associated :param local: if False [default] return UTC date. If True return localtz date """ return Date(self.get(local).date(),self.local_tz)

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45.8

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def reftrack_type_data(rt, role): """Return the data for the type (e.g. Asset, Alembic, Camera etc) :param rt: the :class:`jukeboxcore.reftrack.Reftrack` holds the data :type rt: :class:`jukeboxcore.reftrack.Reftrack` :param role: item data role :type role: QtCore.Qt.ItemDataRole :returns: data...

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def _integerValue_to_int(value_str): """ Convert a value string that conforms to DSP0004 `integerValue`, into the corresponding integer and return it. The returned value has Python type `int`, or in Python 2, type `long` if needed. Note that DSP0207 and DSP0004 only allow US-ASCII decimal digits. H...

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def constructor( self, name=None, function=None, return_type=None, arg_types=None, header_dir=None, header_file=None, recursive=None): """returns reference to constructor declaration, that is matched defined ...

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def station_feed(self, *, num_songs=25, num_stations=4): """Generate stations. Note: A Google Music subscription is required. Parameters: num_songs (int, Optional): The total number of songs to return. Default: ``25`` num_stations (int, Optional): The number of stations to return when no station_infos ...

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def _get_server(self): """ Get server to use for request. Also process inactive server list, re-add them after given interval. """ with self._lock: inactive_server_count = len(self._inactive_servers) for i in range(inactive_server_count): t...

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def create_ngram_table(self, cardinality): """ Creates a table for n-gram of a give cardinality. The table name is constructed from this parameter, for example for cardinality `2` there will be a table `_2_gram` created. Parameters ---------- cardinality : int ...

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def _dryrun_cell(args, cell_body): """Implements the BigQuery cell magic used to dry run BQ queries. The supported syntax is: %%bq dryrun [-q|--sql <query identifier>] [<YAML or JSON cell_body or inline SQL>] Args: args: the argument following '%bq dryrun'. cell_body: optional contents of the cel...

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def configure_devel_job( config_url, rosdistro_name, source_build_name, repo_name, os_name, os_code_name, arch, pull_request=False, config=None, build_file=None, index=None, dist_file=None, dist_cache=None, jenkins=None, views=None, is_disabled=False, groo...

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def do_or_fake_filter( value, formatter ): """ call a faker if value is None uses: {{ myint|or_fake:'randomInt' }} """ if not value: value = Faker.getGenerator().format( formatter ) return value

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def emit(self, record): """Save a logging.LogRecord to our test record. Logs carry useful metadata such as the logger name and level information. We capture this in a structured format in the test record to enable filtering by client applications. Args: record: A logging.LogRecord to record....

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def run_sector(sector, C_in, eta_s, f, p_in, p_out, qed_order=1, qcd_order=1): r"""Solve the WET RGE for a specific sector. Parameters: - sector: sector of interest - C_in: dictionary of Wilson coefficients - eta_s: ratio of $\alpha_s$ at input and output scale - f: number of active quark flav...

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def check_type_and_size_of_param_list(param_list, expected_length): """ Ensure that param_list is a list with the expected length. Raises a helpful ValueError if this is not the case. """ try: assert isinstance(param_list, list) assert len(param_list) == expected_length except As...

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def calculate_acd(acd_structure, fpf): """ Determine the area under the cumulative distribution function of the active framework count, or ACD, of those actives ranked better than the specified False Postive Fraction. :param acd_structure: list [(id, best_score, best_query, status, fw smiles), ..., ]. A...

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def shift_path(script_name, path_info): """Return ('/a', '/b/c') -> ('b', '/a/b', 'c').""" segment, rest = pop_path(path_info) return (segment, join_uri(script_name.rstrip("/"), segment), rest.rstrip("/"))

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def describe(self, name=str(), **options): """ Returns the **metadata** of a `Field` as an :class:`ordered dictionary <collections.OrderedDict>`. .. code-block:: python metadata = { 'address': self.index.address, 'alignment': [self.alignment.byte_siz...

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def complete(self, flag_message="Complete", padding=None, force=False): """ Log Level: :attr:COMPLETE @flag_message: #str flags the message with the given text using :func:flag @padding: #str 'top', 'bottom' or 'all', adds a new line to the specified area...

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def Perc(poly, q, dist, sample=10000, **kws): """ Percentile function. Note that this function is an empirical function that operates using Monte Carlo sampling. Args: poly (Poly): Polynomial of interest. q (numpy.ndarray): positions where percentiles are ta...

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def openid_form(parser, token): """ Render OpenID form. Allows to pre set the provider:: {% openid_form "https://www.google.com/accounts/o8/id" %} Also creates custom button URLs by concatenating all arguments after the provider's URL {% openid_form "https://www.google.com/accounts/o8/id" S...

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def from_edf(fname): """ DataFrame constructor to open XBT EDF ASCII format. Examples -------- >>> from pathlib import Path >>> import ctd >>> data_path = Path(__file__).parents[1].joinpath("tests", "data") >>> cast = ctd.from_edf(data_path.joinpath('XBT.EDF.gz')) >>> ax = cast['tem...

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def linked(base_dir: str, rr_id: str) -> str: """ Get, from the specified directory, the path to the tails file associated with the input revocation registry identifier, or None for no such file. :param base_dir: base directory for tails files, thereafter split by cred def id :p...

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def load(self): """ Read pref dict stored on disk. Overwriting current values. """ if VERBOSE_PREF: print('[pref.load()]') #if not os.path.exists(self._intern.fpath): # msg = '[pref] fpath=%r does not exist' % (self._intern.fpath) # return msg ...

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def valuePop(ctxt): """Pops the top XPath object from the value stack """ if ctxt is None: ctxt__o = None else: ctxt__o = ctxt._o ret = libxml2mod.valuePop(ctxt__o) return ret

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31.666667

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def get_valid_location(location): """Check if the given location represents a valid cellular component.""" # If we're given None, return None if location is not None and cellular_components.get(location) is None: loc = cellular_components_reverse.get(location) if loc is None: rai...

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def _zoom(scale:uniform=1.0, row_pct:uniform=0.5, col_pct:uniform=0.5): "Zoom image by `scale`. `row_pct`,`col_pct` select focal point of zoom." s = 1-1/scale col_c = s * (2*col_pct - 1) row_c = s * (2*row_pct - 1) return _get_zoom_mat(1/scale, 1/scale, col_c, row_c)

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def SGg(self): r'''Specific gravity of the gas phase of the chemical, [dimensionless]. The reference condition is air at 15.6 °C (60 °F) and 1 atm (rho=1.223 kg/m^3). The definition for gases uses the compressibility factor of the reference gas and the chemical both at the reference ...

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def build_config(dataset, datasets_dir, phase, problem=None, output_dir='data/output'): """ root@d3m-example-pod:/# cat /input/185_baseball/test_config.json { "problem_schema": "/input/TEST/problem_TEST/problemDoc.json", "problem_root": "/input/TEST/problem_TEST", "dataset_schema": "/input...

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def write_padding_bits(buff, version, length): """\ Writes padding bits if the data stream does not meet the codeword boundary. :param buff: The byte buffer. :param int length: Data stream length. """ # ISO/IEC 18004:2015(E) - 7.4.10 Bit stream to codeword conversion -- page 32 # [...] ...

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def reg_event(self, flags): """ reg events """ command = const.CMD_REG_EVENT command_string = pack ("I", flags) cmd_response = self.__send_command(command, command_string) if not cmd_response.get('status'): raise ZKErrorResponse("cant' reg events %i" %...

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def list_objects(self, path='', relative=False, first_level=False, max_request_entries=None): """ List objects. Args: path (str): Path or URL. relative (bool): Path is relative to current root. first_level (bool): It True, returns only fi...

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def post(self, request, *args, **kwargs): """ Handles POST requests. """ return self.lock(request, *args, **kwargs)

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def run_incremental(components=None, broker=None): """ Executes components in an order that satisfies their dependency relationships. Disjoint subgraphs are executed one at a time and a broker containing the results for each is yielded. If a broker is passed here, its instances are used to seed the ...

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def get_word_under_cursor_legacy(self): """ Returns the document word under cursor ( Using Qt legacy "QTextCursor.WordUnderCursor" ). :return: Word under cursor. :rtype: QString """ cursor = self.textCursor() cursor.select(QTextCursor.WordUnderCursor) re...

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def deterministic(__func__=None, **kwds): """ Decorator function instantiating deterministic variables. Usage: @deterministic def B(parent_name = ., ...) return baz(parent_name, ...) @deterministic(trace = trace_object) def B(parent_name = ., ...) return baz(parent_name, ...) ...

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def copy_binder_files(app, exception): """Copy all Binder requirements and notebooks files.""" if exception is not None: return if app.builder.name not in ['html', 'readthedocs']: return gallery_conf = app.config.sphinx_gallery_conf binder_conf = check_binder_conf(gallery_conf.get(...

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def delete_queue(name, region, opts=None, user=None): ''' Deletes a queue in the region. name Name of the SQS queue to deletes region Name of the region to delete the queue from opts : None Any additional options to add to the command line user : None Run hg as...

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def p_relate_statement_2(self, p): '''statement : RELATE instance_name TO instance_name ACROSS rel_id DOT phrase''' p[0] = RelateNode(from_variable_name=p[2], to_variable_name=p[4], rel_id=p[6], phrase=p[8])

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def interjoint_paths(self): """ Returns paths between the adjacent critical points in the skeleton, where a critical point is the set of terminal and branch points. """ paths = [] for tree in self.components(): subpaths = self._single_tree_interjoint_paths(tree) paths.extend(subp...

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def main(): """Main.""" if len(sys.argv) > 1 and os.path.exists(sys.argv[1]): try: with open(sys.argv[1], 'r') as f: user_name, password = f.read().strip().split(':') git = Github(user_name, password) password = None except Exception: ...

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def cli(sample, dry_run, limit, no_limit, database_filename, template_filename, config_filename): """Command line interface.""" # pylint: disable=too-many-arguments mailmerge.api.main( sample=sample, dry_run=dry_run, limit=limit, no_limit=no_limit, database_fi...

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def GetVmodlType(name): """ Get type from vmodl name """ # If the input is already a type, just return if isinstance(name, type): return name # Try to get type from vmodl type names table typ = vmodlTypes.get(name) if typ: return typ # Else get the type from the _wsdlTypeMap isArr...

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def set_object(cache, template, indexes, data): """Set an object in Redis using a pipeline. Only sets the fields that are present in both the template and the data. Arguments: template: a dictionary containg the keys for the object and template strings for the corresponding redis keys....

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def set_var(var, value): ''' Set a variable in the make.conf Return a dict containing the new value for variable:: {'<variable>': {'old': '<old-value>', 'new': '<new-value>'}} CLI Example: .. code-block:: bash salt '*' makeconf.set_var 'LINGUAS' 'en' ...

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def print_diff(diff, color=True): """Pretty printing for a diff, if color then we use a simple color scheme (red for removed lines, green for added lines).""" import colorama if not diff: return if not color: colorama.init = lambda autoreset: None colorama.Fore.RED = '' ...

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38.777778

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def has_fun_prop(f, k): """Test whether function `f` has property `k`. We define properties as annotations added to a function throughout the process of defining a function for verification, e.g. the argument types. If `f` is an unannotated function, this returns False. If `f` has the property na...

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35.444444

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def stack_reparameterization_layer(self, layer_size): """ Perform reparameterization trick for latent variables. :param layer_size: the size of latent variable """ self.rep_layer = ReparameterizationLayer(layer_size, sample=self.sample) self.stack_encoders(self.rep_layer)

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def count_matrix(self): # TODO: does this belong here or to the BHMM sampler, or in a subclass containing HMM with data? """Compute the transition count matrix from hidden state trajectory. Returns ------- C : numpy.array with shape (nstates,nstates) C[i,j] is the nu...

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def get_parquet_metadata( self, path='.' ): """ OUTPUT PARQUET METADATA COLUMNS :param path: FOR INTERNAL USE :return: LIST OF SchemaElement """ children = [] for name, child_schema in sort_using_key(self.more.items(), lambda p: p[0]): ...

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def events(): '''Serve a JSON representation of events ''' db = get_session() upcoming_events = db.query(UpcomingEvent)\ .order_by(UpcomingEvent.start) recorded_events = db.query(RecordedEvent)\ .order_by(RecordedEvent.start.desc()) result = [even...

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def get_uid(user=None): ''' Get the uid for a given user name. If no user given, the current euid will be returned. If the user does not exist, None will be returned. On systems which do not support pwd or os.geteuid, None will be returned. ''' if not HAS_PWD: return None elif user i...

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def from_dict(data, ctx): """ Instantiate a new PositionSide from a dict (generally from loading a JSON response). The data used to instantiate the PositionSide is a shallow copy of the dict passed in, with any complex child types instantiated appropriately. """ ...

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def m(self, msg, state=False, more=None, cmdd=None, critical=True, verbose=None): ''' Mysterious mega method managing multiple meshed modules magically .. note:: If this function is used, the code contains facepalms: ``m(`` * It is possible to just show a message, \ o...

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def loads(self, s): """ Deserializes a string representation of the object. :param s: the string """ f = io.BytesIO(s) return VaultUnpickler(self, f).load()

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def split_marker(marker, fg_id = 1, bg_id = 2): """ Splits an integer marker image into two binary image containing the foreground and background markers respectively. All encountered 1's are hereby treated as foreground, all 2's as background, all 0's as neutral marker and all others are ignored. ...

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