kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def delete_episode(db, aid, episode): """Delete an episode.""" db.cursor().execute( 'DELETE FROM episode WHERE aid=:aid AND type=:type AND number=:number', { 'aid': aid, 'type': episode.type, 'number': episode.number, })	[ "def", "delete_episode", "(", "db", ",", "aid", ",", "episode", ")", ":", "db", ".", "cursor", "(", ")", ".", "execute", "(", "'DELETE FROM episode WHERE aid=:aid AND type=:type AND number=:number'", ",", "{", "'aid'", ":", "aid", ",", "'type'", ":", "episode", ...	31.111111	16.222222
def describe_object(self, obj): """ Get the description of an object from Salesforce. This description is the object's schema and some extra metadata that Salesforce stores for each object. :param obj: The name of the Salesforce object that we are getting a description of. ...	[ "def", "describe_object", "(", "self", ",", "obj", ")", ":", "conn", "=", "self", ".", "get_conn", "(", ")", "return", "conn", ".", "__getattr__", "(", "obj", ")", ".", "describe", "(", ")" ]	35.428571	19.142857
def echo_to_output_stream(self, email_messages): """ Write all messages to the stream in a thread-safe way. """ if not email_messages: return with self._lock: try: stream_created = self.open() for message in email_messages: ...	[ "def", "echo_to_output_stream", "(", "self", ",", "email_messages", ")", ":", "if", "not", "email_messages", ":", "return", "with", "self", ".", "_lock", ":", "try", ":", "stream_created", "=", "self", ".", "open", "(", ")", "for", "message", "in", "email_...	38.266667	11.2
def _read_section(self): """Read and return an entire section""" lines = [self._last[self._last.find(":")+1:]] self._last = self._f.readline() while len(self._last) > 0 and len(self._last[0].strip()) == 0: lines.append(self._last) self._last = self._f.readline() ...	[ "def", "_read_section", "(", "self", ")", ":", "lines", "=", "[", "self", ".", "_last", "[", "self", ".", "_last", ".", "find", "(", "\":\"", ")", "+", "1", ":", "]", "]", "self", ".", "_last", "=", "self", ".", "_f", ".", "readline", "(", ")",...	41.5	10.875
def _shorten_version(ver, num_components=2): """ If ``ver`` is a dot-separated string with at least (num_components +1) components, return only the first two. Else return the original string. :param ver: version string :type ver: str :return: shortened (major, minor) ver...	[ "def", "_shorten_version", "(", "ver", ",", "num_components", "=", "2", ")", ":", "parts", "=", "ver", ".", "split", "(", "'.'", ")", "if", "len", "(", "parts", ")", "<=", "num_components", ":", "return", "ver", "return", "'.'", ".", "join", "(", "pa...	34.714286	15
def send_voice(self, args, kwargs): """See :func:`send_voice`""" return send_voice(args, self._merge_overrides(kwargs)).run()	[ "def", "send_voice", "(", "self", ",", "", "args", ",", "", "", "kwargs", ")", ":", "return", "send_voice", "(", "", "args", ",", "", "", "self", ".", "_merge_overrides", "(", "", "", "kwargs", ")", ")", ".", "run", "(", ")" ]	49	11.666667
def _check_bullets(lines, *kwargs): """Check that the bullet point list is well formatted. Each bullet point shall have one space before and after it. The bullet character is the "" and there is no space before it but one after it meaning the next line are starting with two blanks spaces to respect t...	[ "def", "_check_bullets", "(", "lines", ",", "", "", "kwargs", ")", ":", "max_length", "=", "kwargs", ".", "get", "(", "\"max_length\"", ",", "72", ")", "labels", "=", "{", "l", "for", "l", ",", "_", "in", "kwargs", ".", "get", "(", "\"commit_msg_la...	35.209677	18.419355
def t_quotedvar_DOLLAR_OPEN_CURLY_BRACES(t): r'\$\{' if re.match(r'[A-Za-z_]', peek(t.lexer)): t.lexer.begin('varname') else: t.lexer.begin('php') return t	[ "def", "t_quotedvar_DOLLAR_OPEN_CURLY_BRACES", "(", "t", ")", ":", "if", "re", ".", "match", "(", "r'[A-Za-z_]'", ",", "peek", "(", "t", ".", "lexer", ")", ")", ":", "t", ".", "lexer", ".", "begin", "(", "'varname'", ")", "else", ":", "t", ".", "lexe...	25.857143	16.714286
def is_valid(self): """ Is every geometry connected to the root node. Returns ----------- is_valid : bool Does every geometry have a transform """ if len(self.geometry) == 0: return True try: referenced = {self.graph[i][...	[ "def", "is_valid", "(", "self", ")", ":", "if", "len", "(", "self", ".", "geometry", ")", "==", "0", ":", "return", "True", "try", ":", "referenced", "=", "{", "self", ".", "graph", "[", "i", "]", "[", "1", "]", "for", "i", "in", "self", ".", ...	25.956522	18.565217
def set_redraw_lag(self, lag_sec): """Set lag time for redrawing the canvas. Parameters ---------- lag_sec : float Number of seconds to wait. """ self.defer_redraw = (lag_sec > 0.0) if self.defer_redraw: self.defer_lagtime = lag_sec	[ "def", "set_redraw_lag", "(", "self", ",", "lag_sec", ")", ":", "self", ".", "defer_redraw", "=", "(", "lag_sec", ">", "0.0", ")", "if", "self", ".", "defer_redraw", ":", "self", ".", "defer_lagtime", "=", "lag_sec" ]	25.25	13.583333
def init(filename, order=3, tokenizer=None): """Initialize a brain. This brain's file must not already exist. Keyword arguments: order -- Order of the forward/reverse Markov chains (integer) tokenizer -- One of Cobe, MegaHAL (default Cobe). See documentation for cobe.tokenizers for details. (strin...	[ "def", "init", "(", "filename", ",", "order", "=", "3", ",", "tokenizer", "=", "None", ")", ":", "log", ".", "info", "(", "\"Initializing a cobe brain: %s\"", "%", "filename", ")", "if", "tokenizer", "is", "None", ":", "tokenizer", "=", "\"Cobe\"", "if", ...	36.25	19.1
def genl_ctrl_resolve(sk, name): """Resolve Generic Netlink family name to numeric identifier. https://github.com/thom311/libnl/blob/libnl3_2_25/lib/genl/ctrl.c#L429 Resolves the Generic Netlink family name to the corresponding numeric family identifier. This function queries the kernel directly, use ...	[ "def", "genl_ctrl_resolve", "(", "sk", ",", "name", ")", ":", "family", "=", "genl_ctrl_probe_by_name", "(", "sk", ",", "name", ")", "if", "family", "is", "None", ":", "return", "-", "NLE_OBJ_NOTFOUND", "return", "int", "(", "genl_family_get_id", "(", "famil...	36.65	24.75
def doppler_width(transition, Temperature): r"""Return the Doppler width of a transition at a given temperature (in angular frequency). The usual Doppler FWHM of the rubidium D2 line (in MHz). >>> g = State("Rb", 87, 5, 0, 1/Integer(2), 2) >>> e = State("Rb", 87, 5, 1, 3/Integer(2)) >>> t = Tr...	[ "def", "doppler_width", "(", "transition", ",", "Temperature", ")", ":", "atom", "=", "Atom", "(", "transition", ".", "e1", ".", "element", ",", "transition", ".", "e1", ".", "isotope", ")", "m", "=", "atom", ".", "mass", "omega", "=", "transition", "....	33.888889	17
def set_trace(frame=None, skip=0, server=None, port=None): """Set trace on current line, or on given frame""" frame = frame or sys._getframe().f_back for i in range(skip): if not frame.f_back: break frame = frame.f_back wdb = Wdb.get(server=server, port=port) wdb.set_trac...	[ "def", "set_trace", "(", "frame", "=", "None", ",", "skip", "=", "0", ",", "server", "=", "None", ",", "port", "=", "None", ")", ":", "frame", "=", "frame", "or", "sys", ".", "_getframe", "(", ")", ".", "f_back", "for", "i", "in", "range", "(", ...	33.4	12.8
def use_project(self, project_id): """Creates an instance of [ProjectClient](#projectclient), providing session authentication. Parameters: * `project_id` - project identifier. Returns: Instance of [ProjectClient](#projectclient) with session authentication. ...	[ "def", "use_project", "(", "self", ",", "project_id", ")", ":", "return", "ProjectClient", "(", "base_uri", "=", "get_base_uri", "(", "project", "=", "project_id", ",", "host", "=", "self", ".", "host", ",", "port", "=", "self", ".", "port", ",", "secure...	26.756757	17.864865
def doc(func): """ Find the message shown when someone calls the help command Parameters ---------- func : function the function Returns ------- str The help message for this command """ stripped_chars = " \t" if hasattr(func, '__doc__'): docstr...	[ "def", "doc", "(", "func", ")", ":", "stripped_chars", "=", "\" \\t\"", "if", "hasattr", "(", "func", ",", "'__doc__'", ")", ":", "docstring", "=", "func", ".", "__doc__", ".", "lstrip", "(", "\" \\n\\t\"", ")", "if", "\"\\n\"", "in", "docstring", ":", ...	21.8	20.44
def retrieve_config_file(self): """ Retrieve config file """ try: if self.args["configfile"]: return self.args["configfile"] except KeyError: pass return os.path.expanduser('~/.config/greg/greg.conf')	[ "def", "retrieve_config_file", "(", "self", ")", ":", "try", ":", "if", "self", ".", "args", "[", "\"configfile\"", "]", ":", "return", "self", ".", "args", "[", "\"configfile\"", "]", "except", "KeyError", ":", "pass", "return", "os", ".", "path", ".", ...	27.9	11.7
def is_gvcf_file(in_file): """Check if an input file is raw gVCF """ to_check = 100 n = 0 with utils.open_gzipsafe(in_file) as in_handle: for line in in_handle: if not line.startswith("##"): if n > to_check: break n += 1 ...	[ "def", "is_gvcf_file", "(", "in_file", ")", ":", "to_check", "=", "100", "n", "=", "0", "with", "utils", ".", "open_gzipsafe", "(", "in_file", ")", "as", "in_handle", ":", "for", "line", "in", "in_handle", ":", "if", "not", "line", ".", "startswith", "...	32.458333	11.791667
def notify_slaves(self): """Checks to see if slaves should be notified, and notifies them if needed""" if self.disable_slave_notify is not None: LOGGER.debug('Slave notifications disabled') return False if self.zone_data()['kind'] == 'Master': response_code =...	[ "def", "notify_slaves", "(", "self", ")", ":", "if", "self", ".", "disable_slave_notify", "is", "not", "None", ":", "LOGGER", ".", "debug", "(", "'Slave notifications disabled'", ")", "return", "False", "if", "self", ".", "zone_data", "(", ")", "[", "'kind'"...	45.333333	20.466667
def _add_logical_operator(self, operator): """Adds a logical operator in query :param operator: logical operator (str) :raise: - QueryExpressionError: if a expression hasn't been set """ if not self.c_oper: raise QueryExpressionError("Logical operators m...	[ "def", "_add_logical_operator", "(", "self", ",", "operator", ")", ":", "if", "not", "self", ".", "c_oper", ":", "raise", "QueryExpressionError", "(", "\"Logical operators must be preceded by an expression\"", ")", "self", ".", "current_field", "=", "None", "self", ...	30.882353	21.117647
def schema_create(conn): """Create the index for storing profiles. This is idempotent; it can be called every time a database is opened to make sure it's ready to use and up-to-date. :param conn: A connection to an SQLite3 database. """ conn.execute(dedent("""\ CREATE TABLE IF NOT EXISTS p...	[ "def", "schema_create", "(", "conn", ")", ":", "conn", ".", "execute", "(", "dedent", "(", "\"\"\"\\\n CREATE TABLE IF NOT EXISTS profiles\n (id INTEGER PRIMARY KEY,\n name TEXT NOT NULL UNIQUE,\n data BLOB NOT NULL,\n selected BOOLEAN NOT NULL DEFAULT FALSE)\n \...	42	15.407407
def lastpayout(delegate_address, blacklist=None): ''' Assumes that all send transactions from a delegate are payouts. Use blacklist to remove rewardwallet and other transactions if the address is not a voter. blacklist can contain both addresses and transactionIds''' if blacklist...	[ "def", "lastpayout", "(", "delegate_address", ",", "blacklist", "=", "None", ")", ":", "if", "blacklist", "and", "len", "(", "blacklist", ")", ">", "1", ":", "command_blacklist", "=", "'NOT IN '", "+", "str", "(", "tuple", "(", "blacklist", ")", ")", "el...	42.157895	19.815789
def present(name, protocol=None, service_address=None, scheduler='wlc', ): ''' Ensure that the named service is present. name The LVS service name protocol The service protocol service_address The LVS service address sche...	[ "def", "present", "(", "name", ",", "protocol", "=", "None", ",", "service_address", "=", "None", ",", "scheduler", "=", "'wlc'", ",", ")", ":", "ret", "=", "{", "'name'", ":", "name", ",", "'changes'", ":", "{", "}", ",", "'result'", ":", "True", ...	37.558442	24.285714
def version_cmp(ver_a, ver_b): """ Compares two version strings in the dotted-numeric-label format. Returns -1 if a < b, 0 if a == b, and +1 if a > b. Inputs may include a prefix string that matches '^\w+[_-]', but both strings must start with the same prefix. If present, it is ignored for pu...	[ "def", "version_cmp", "(", "ver_a", ",", "ver_b", ")", ":", "if", "ver_a", "is", "None", "and", "ver_b", "is", "None", ":", "return", "0", "if", "ver_a", "is", "None", ":", "return", "-", "1", "elif", "ver_b", "is", "None", ":", "return", "1", "try...	29.044776	20.477612
def pack_small_tensors(tower_grads, max_bytes=0): """Concatenate gradients together more intelligently. Does binpacking Args: tower_grads: List of lists of (gradient, variable) tuples. max_bytes: Int giving max number of bytes in a tensor that may be considered small. """ assert max_bytes >...	[ "def", "pack_small_tensors", "(", "tower_grads", ",", "max_bytes", "=", "0", ")", ":", "assert", "max_bytes", ">=", "0", "orig_grads", "=", "[", "g", "for", "g", ",", "_", "in", "tower_grads", "[", "0", "]", "]", "# Check to make sure sizes are accurate; not e...	37.078125	16.828125
def interp_head_addr(self): """Returns PtrTo(PtrTo(PyInterpreterState)) value""" if self._interp_head_addr is not None: return self._interp_head_addr try: interp_head_addr = self.get_interp_head_addr_through_symbol() except SymbolNotFound: logger.debug...	[ "def", "interp_head_addr", "(", "self", ")", ":", "if", "self", ".", "_interp_head_addr", "is", "not", "None", ":", "return", "self", ".", "_interp_head_addr", "try", ":", "interp_head_addr", "=", "self", ".", "get_interp_head_addr_through_symbol", "(", ")", "ex...	45.166667	16.5
def param_id(self, param, i): """Parse a node name in parameter list""" param.pair = (self.value(i), parsing.Node) return True	[ "def", "param_id", "(", "self", ",", "param", ",", "i", ")", ":", "param", ".", "pair", "=", "(", "self", ".", "value", "(", "i", ")", ",", "parsing", ".", "Node", ")", "return", "True" ]	33.75	10.5
def create(self, username, password, tags=''): """Create User. :param str username: Username :param str password: Password :param str tags: Comma-separate list of tags (e.g. monitoring) :rtype: None """ user_payload = json.dumps({ 'password': passwor...	[ "def", "create", "(", "self", ",", "username", ",", "password", ",", "tags", "=", "''", ")", ":", "user_payload", "=", "json", ".", "dumps", "(", "{", "'password'", ":", "password", ",", "'tags'", ":", "tags", "}", ")", "return", "self", ".", "http_c...	30.6	15.533333
def _process_current(self, handle, op, dest_path=None, dest_name=None): """Process current member with 'op' operation.""" unrarlib.RARProcessFileW(handle, op, dest_path, dest_name)	[ "def", "_process_current", "(", "self", ",", "handle", ",", "op", ",", "dest_path", "=", "None", ",", "dest_name", "=", "None", ")", ":", "unrarlib", ".", "RARProcessFileW", "(", "handle", ",", "op", ",", "dest_path", ",", "dest_name", ")" ]	64.666667	19
def margin(file_, geometry_string): """ Returns the calculated margin for an image and geometry """ if not file_ or (sorl_settings.THUMBNAIL_DUMMY or isinstance(file_, DummyImageFile)): return 'auto' margin = [0, 0, 0, 0] image_file = default.kvstore.get_or_set(ImageFile(file_)) ...	[ "def", "margin", "(", "file_", ",", "geometry_string", ")", ":", "if", "not", "file_", "or", "(", "sorl_settings", ".", "THUMBNAIL_DUMMY", "or", "isinstance", "(", "file_", ",", "DummyImageFile", ")", ")", ":", "return", "'auto'", "margin", "=", "[", "0", ...	22.25	23.821429
def horizontal_angle(C, P): """Return the angle to the horizontal for the connection from C to P. This uses the arcus sine function and resolves its inherent ambiguity by looking up in which quadrant vector S = P - C is located. """ S = Point(P - C).unit # unit ...	[ "def", "horizontal_angle", "(", "C", ",", "P", ")", ":", "S", "=", "Point", "(", "P", "-", "C", ")", ".", "unit", "# unit vector 'C' -> 'P'", "alfa", "=", "math", ".", "asin", "(", "abs", "(", "S", ".", "y", ")", ")", "# absolute angle from horizontal"...	49.166667	19.277778
def changed(self, selection='all'): ''' Returns the list of changed values. The key is added to each item. selection Specifies the desired changes. Supported values are ``all`` - all changed items are included in the output ``inter...	[ "def", "changed", "(", "self", ",", "selection", "=", "'all'", ")", ":", "changed", "=", "[", "]", "if", "selection", "==", "'all'", ":", "for", "recursive_item", "in", "self", ".", "_get_recursive_difference", "(", "type", "=", "'all'", ")", ":", "# We ...	47.194444	22.527778
def make_gtf_url(ensembl_release, species, server=ENSEMBL_FTP_SERVER): """ Returns a URL and a filename, which can be joined together. """ ensembl_release, species, _ = \ normalize_release_properties(ensembl_release, species) subdir = _species_subdir( ensembl_release, species...	[ "def", "make_gtf_url", "(", "ensembl_release", ",", "species", ",", "server", "=", "ENSEMBL_FTP_SERVER", ")", ":", "ensembl_release", ",", "species", ",", "_", "=", "normalize_release_properties", "(", "ensembl_release", ",", "species", ")", "subdir", "=", "_speci...	34.5625	12.3125
async def stop(self, **kwargs): """Stop pairing server and unpublish service.""" _LOGGER.debug('Shutting down pairing server') if self._web_server is not None: await self._web_server.shutdown() self._server.close() if self._server is not None: await s...	[ "async", "def", "stop", "(", "self", ",", "", "", "kwargs", ")", ":", "_LOGGER", ".", "debug", "(", "'Shutting down pairing server'", ")", "if", "self", ".", "_web_server", "is", "not", "None", ":", "await", "self", ".", "_web_server", ".", "shutdown", ...	37.444444	9.222222
def add_members(self, rtcs): '''Add other RT Components to this composite component as members. This component must be a composite component. ''' if not self.is_composite: raise exceptions.NotCompositeError(self.name) for rtc in rtcs: if self.is_member(r...	[ "def", "add_members", "(", "self", ",", "rtcs", ")", ":", "if", "not", "self", ".", "is_composite", ":", "raise", "exceptions", ".", "NotCompositeError", "(", "self", ".", "name", ")", "for", "rtc", "in", "rtcs", ":", "if", "self", ".", "is_member", "(...	37.666667	19.933333
def _invalid_docstring_quote(self, quote, row, col=None): """Add a message for an invalid docstring quote. Args: quote: The quote characters that were found. row: The row number the quote characters were found on. col: The column the quote characters were found on. ...	[ "def", "_invalid_docstring_quote", "(", "self", ",", "quote", ",", "row", ",", "col", "=", "None", ")", ":", "self", ".", "add_message", "(", "'invalid-docstring-quote'", ",", "line", "=", "row", ",", "args", "=", "(", "quote", ",", "TRIPLE_QUOTE_OPTS", "....	37.642857	18.571429
def volume_attach(name, server_name, device='/dev/xvdb', **kwargs): ''' Attach block volume ''' conn = get_conn() return conn.volume_attach( name, server_name, device, timeout=300 )	[ "def", "volume_attach", "(", "name", ",", "server_name", ",", "device", "=", "'/dev/xvdb'", ",", "", "", "kwargs", ")", ":", "conn", "=", "get_conn", "(", ")", "return", "conn", ".", "volume_attach", "(", "name", ",", "server_name", ",", "device", ",",...	20.636364	24.272727
def getAppExt(self, loops=float('inf')): """ getAppExt(loops=float('inf')) Application extension. This part specifies the amount of loops. If loops is 0 or inf, it goes on infinitely. """ if loops == 0 or loops == float('inf'): loops = 2 ** 16 - 1 bb = b"" ...	[ "def", "getAppExt", "(", "self", ",", "loops", "=", "float", "(", "'inf'", ")", ")", ":", "if", "loops", "==", "0", "or", "loops", "==", "float", "(", "'inf'", ")", ":", "loops", "=", "2", "**", "16", "-", "1", "bb", "=", "b\"\"", "if", "loops"...	32.666667	17.555556
def _fit_spatial(noise, noise_temporal, mask, template, spatial_sd, temporal_sd, noise_dict, fit_thresh, fit_delta, iterations, ): """ Fit...	[ "def", "_fit_spatial", "(", "noise", ",", "noise_temporal", ",", "mask", ",", "template", ",", "spatial_sd", ",", "temporal_sd", ",", "noise_dict", ",", "fit_thresh", ",", "fit_delta", ",", "iterations", ",", ")", ":", "# Pull out information that is needed", "dim...	35.576923	22.653846
def get_value_prob(self, attr_name, value): """ Returns the value probability of the given attribute at this node. """ if attr_name not in self._attr_value_count_totals: return n = self._attr_value_counts[attr_name][value] d = self._attr_value_count_totals[att...	[ "def", "get_value_prob", "(", "self", ",", "attr_name", ",", "value", ")", ":", "if", "attr_name", "not", "in", "self", ".", "_attr_value_count_totals", ":", "return", "n", "=", "self", ".", "_attr_value_counts", "[", "attr_name", "]", "[", "value", "]", "...	38.333333	13
def intervalCreateSimulateAnalyze (netParams=None, simConfig=None, output=False, interval=None): ''' Sequence of commands create, simulate and analyse network ''' import os from .. import sim (pops, cells, conns, stims, rxd, simData) = sim.create(netParams, simConfig, output=True) try: if si...	[ "def", "intervalCreateSimulateAnalyze", "(", "netParams", "=", "None", ",", "simConfig", "=", "None", ",", "output", "=", "False", ",", "interval", "=", "None", ")", ":", "import", "os", "from", ".", ".", "import", "sim", "(", "pops", ",", "cells", ",", ...	36.526316	21.368421
def rs_correct_msg_nofsynd(msg_in, nsym, fcr=0, generator=2, erase_pos=None, only_erasures=False): '''Reed-Solomon main decoding function, without using the modified Forney syndromes''' global field_charac if len(msg_in) > field_charac: raise ValueError("Message is too long (%i when max is %i)" % (l...	[ "def", "rs_correct_msg_nofsynd", "(", "msg_in", ",", "nsym", ",", "fcr", "=", "0", ",", "generator", "=", "2", ",", "erase_pos", "=", "None", ",", "only_erasures", "=", "False", ")", ":", "global", "field_charac", "if", "len", "(", "msg_in", ")", ">", ...	56.867925	36.679245
def tdSensor(self): """Get the next sensor while iterating. :return: a dict with the keys: protocol, model, id, datatypes. """ protocol = create_string_buffer(20) model = create_string_buffer(20) sid = c_int() datatypes = c_int() self._lib.tdSensor(proto...	[ "def", "tdSensor", "(", "self", ")", ":", "protocol", "=", "create_string_buffer", "(", "20", ")", "model", "=", "create_string_buffer", "(", "20", ")", "sid", "=", "c_int", "(", ")", "datatypes", "=", "c_int", "(", ")", "self", ".", "_lib", ".", "tdSe...	37.866667	17.066667
def stress(syllabified_simplex_word): '''Assign primary and secondary stress to 'syllabified_simplex_word'.''' syllables = syllabified_simplex_word.split('.') stressed = '\'' + syllables[0] # primary stress try: n = 0 medial = syllables[1:-1] for i, syll in enumerate(medial): ...	[ "def", "stress", "(", "syllabified_simplex_word", ")", ":", "syllables", "=", "syllabified_simplex_word", ".", "split", "(", "'.'", ")", "stressed", "=", "'\\''", "+", "syllables", "[", "0", "]", "# primary stress", "try", ":", "n", "=", "0", "medial", "=", ...	24.705882	20.705882
def bit_by_bit(self, in_data): """ Classic simple and slow CRC implementation. This function iterates bit by bit over the augmented input message and returns the calculated CRC value at the end. """ # If the input data is a string, convert to bytes. if isinstance...	[ "def", "bit_by_bit", "(", "self", ",", "in_data", ")", ":", "# If the input data is a string, convert to bytes.", "if", "isinstance", "(", "in_data", ",", "str", ")", ":", "in_data", "=", "[", "ord", "(", "c", ")", "for", "c", "in", "in_data", "]", "register...	36.586207	15.068966
def get_impls(interfaces): """Get impls from their interfaces.""" if interfaces is None: return None elif isinstance(interfaces, Mapping): return {name: interfaces[name]._impl for name in interfaces} elif isinstance(interfaces, Sequence): return [interfaces._impl for interfaces...	[ "def", "get_impls", "(", "interfaces", ")", ":", "if", "interfaces", "is", "None", ":", "return", "None", "elif", "isinstance", "(", "interfaces", ",", "Mapping", ")", ":", "return", "{", "name", ":", "interfaces", "[", "name", "]", ".", "_impl", "for", ...	28.153846	20.153846
def refill(self, from_address, to_address, nfees, ntokens, password, min_confirmations=6, sync=False): """ Refill wallets with the necessary fuel to perform spool transactions Args: from_address (Tuple[str]): Federation wallet address. Fuels the wallets with tokens and fees. All tra...	[ "def", "refill", "(", "self", ",", "from_address", ",", "to_address", ",", "nfees", ",", "ntokens", ",", "password", ",", "min_confirmations", "=", "6", ",", "sync", "=", "False", ")", ":", "path", ",", "from_address", "=", "from_address", "verb", "=", "...	62.733333	39.133333
def get_index(self, value): """ Return the index (or indices) of the given value (or values) in `state_values`. Parameters ---------- value Value(s) to get the index (indices) for. Returns ------- idx : int or ndarray(int) ...	[ "def", "get_index", "(", "self", ",", "value", ")", ":", "if", "self", ".", "state_values", "is", "None", ":", "state_values_ndim", "=", "1", "else", ":", "state_values_ndim", "=", "self", ".", "state_values", ".", "ndim", "values", "=", "np", ".", "asar...	29.441176	18.5
def replace_random_tokens_bow(self, n_samples, # type: int replacement='', # type: str random_state=None, min_replace=1, # type: Union[int, float] ...	[ "def", "replace_random_tokens_bow", "(", "self", ",", "n_samples", ",", "# type: int", "replacement", "=", "''", ",", "# type: str", "random_state", "=", "None", ",", "min_replace", "=", "1", ",", "# type: Union[int, float]", "max_replace", "=", "1.0", ",", "# typ...	52.242424	20.606061
def r_large(self, x, r0): """ Approximate trajectory function for large (:math:`r_0 > \\sigma_r`) oscillations. """ return r0_np.cos(xself.omega_big(r0))	[ "def", "r_large", "(", "self", ",", "x", ",", "r0", ")", ":", "return", "r0", "", "_np", ".", "cos", "(", "x", "", "self", ".", "omega_big", "(", "r0", ")", ")" ]	36.6	14.2
def reset(self): """Remove all the information from previous dataset before loading a new dataset. """ # store current dataset max_dataset_history = self.value('max_dataset_history') keep_recent_datasets(max_dataset_history, self.info) # reset all the widgets ...	[ "def", "reset", "(", "self", ")", ":", "# store current dataset", "max_dataset_history", "=", "self", ".", "value", "(", "'max_dataset_history'", ")", "keep_recent_datasets", "(", "max_dataset_history", ",", "self", ".", "info", ")", "# reset all the widgets", "self",...	29.411765	16.058824
def list_user_participants(self, appointment_group, **kwargs): """ List user participants in this appointment group. .. warning:: .. deprecated:: 0.10.0 Use :func:`canvasapi. canvas.Canvas.get_user_participants` instead. :calls: `GET /api/v1/appointment_grou...	[ "def", "list_user_participants", "(", "self", ",", "appointment_group", ",", "", "", "kwargs", ")", ":", "warnings", ".", "warn", "(", "\"`list_user_participants` is being deprecated and will be removed in a future version.\"", "\" Use `get_user_participants` instead\"", ",", ...	42.956522	30.26087
def create_menu(self, menu_data): """ 创建自定义菜单 :: # -- coding: utf-8 -- wechat = WechatBasic(appid='appid', appsecret='appsecret') wechat.create_menu({ 'button':[ { 'type': 'click', ...	[ "def", "create_menu", "(", "self", ",", "menu_data", ")", ":", "menu_data", "=", "self", ".", "_transcoding_dict", "(", "menu_data", ")", "return", "self", ".", "request", ".", "post", "(", "url", "=", "'https://api.weixin.qq.com/cgi-bin/menu/create'", ",", "dat...	34.693878	13.102041
def _get_dbid2goids(associations): """Return gene2go data for user-specified taxids.""" id2gos = cx.defaultdict(set) for ntd in associations: id2gos[ntd.DB_ID].add(ntd.GO_ID) return dict(id2gos)	[ "def", "_get_dbid2goids", "(", "associations", ")", ":", "id2gos", "=", "cx", ".", "defaultdict", "(", "set", ")", "for", "ntd", "in", "associations", ":", "id2gos", "[", "ntd", ".", "DB_ID", "]", ".", "add", "(", "ntd", ".", "GO_ID", ")", "return", ...	38.833333	5.833333
def parse_pair_results(data, sample, res): """ parse results from cutadapt for paired data""" LOGGER.info("in parse pair mod results\n%s", res) ## set default values sample.stats_dfs.s2["trim_adapter_bp_read1"] = 0 sample.stats_dfs.s2["trim_adapter_bp_read2"] = 0 sample.stats_dfs.s2["trim...	[ "def", "parse_pair_results", "(", "data", ",", "sample", ",", "res", ")", ":", "LOGGER", ".", "info", "(", "\"in parse pair mod results\\n%s\"", ",", "res", ")", "## set default values", "sample", ".", "stats_dfs", ".", "s2", "[", "\"trim_adapter_bp_read1\"", "]",...	39.560606	19.924242
def configure_sbi(self, sbi_config: dict, schema_path: str = None): """Add a new SBI to the database associated with this subarray. Args: sbi_config (dict): SBI configuration. schema_path (str, optional): Path to the SBI config schema. """ if not self.active: ...	[ "def", "configure_sbi", "(", "self", ",", "sbi_config", ":", "dict", ",", "schema_path", ":", "str", "=", "None", ")", ":", "if", "not", "self", ".", "active", ":", "raise", "RuntimeError", "(", "\"Unable to add SBIs to inactive subarray!\"", ")", "sbi_config", ...	40.071429	20.214286
def _export_table(dataset, column_names=None, byteorder="=", shuffle=False, selection=False, progress=None, virtual=True, sort=None, ascending=True): """ :param DatasetLocal dataset: dataset to export :param str path: path for file :param lis[str] column_names: list of column names to export or None for...	[ "def", "_export_table", "(", "dataset", ",", "column_names", "=", "None", ",", "byteorder", "=", "\"=\"", ",", "shuffle", "=", "False", ",", "selection", "=", "False", ",", "progress", "=", "None", ",", "virtual", "=", "True", ",", "sort", "=", "None", ...	41.972603	22.547945
def _set_dpi_awareness(self): """ Set DPI aware to capture full screen on Hi-DPI monitors. """ version = sys.getwindowsversion()[:2] # pylint: disable=no-member if version >= (6, 3): # Windows 8.1+ # Here 2 = PROCESS_PER_MONITOR_DPI_AWARE, which means: # ...	[ "def", "_set_dpi_awareness", "(", "self", ")", ":", "version", "=", "sys", ".", "getwindowsversion", "(", ")", "[", ":", "2", "]", "# pylint: disable=no-member", "if", "version", ">=", "(", "6", ",", "3", ")", ":", "# Windows 8.1+", "# Here 2 = PROCESS_PER_MON...	51.857143	20.428571
def thing_type_exists(thingTypeName, region=None, key=None, keyid=None, profile=None): ''' Given a thing type name, check to see if the given thing type exists Returns True if the given thing type exists and returns False if the given thing type does not exist. .. versionadded:: 2016.1...	[ "def", "thing_type_exists", "(", "thingTypeName", ",", "region", "=", "None", ",", "key", "=", "None", ",", "keyid", "=", "None", ",", "profile", "=", "None", ")", ":", "try", ":", "conn", "=", "_get_conn", "(", "region", "=", "region", ",", "key", "...	30.5	23.966667
def get_groups_of_account_apikey(self, account_id, api_key, kwargs): # noqa: E501 """Get groups of the API key. # noqa: E501 An endpoint for retrieving groups of the API key. Example usage:** `curl https://api.us-east-1.mbedcloud.com/v3/accounts/{accountID}/api-keys/{apiKey}/groups -H 'Authoriz...	[ "def", "get_groups_of_account_apikey", "(", "self", ",", "account_id", ",", "api_key", ",", "", "", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'asynchronous'", ")", ":", ...	63.076923	35.153846
def dist_abs(self, src, tar, max_offset=5, max_distance=0): """Return the "common" Sift4 distance between two terms. Parameters ---------- src : str Source string for comparison tar : str Target string for comparison max_offset : int T...	[ "def", "dist_abs", "(", "self", ",", "src", ",", "tar", ",", "max_offset", "=", "5", ",", "max_distance", "=", "0", ")", ":", "if", "not", "src", ":", "return", "len", "(", "tar", ")", "if", "not", "tar", ":", "return", "len", "(", "src", ")", ...	31.117117	17.990991
def get_mapping_format(self): """Dictating the corresponding mapping to the format.""" if self.format == DataFormat.json or self.format == DataFormat.avro: return self.format.name else: return DataFormat.csv.name	[ "def", "get_mapping_format", "(", "self", ")", ":", "if", "self", ".", "format", "==", "DataFormat", ".", "json", "or", "self", ".", "format", "==", "DataFormat", ".", "avro", ":", "return", "self", ".", "format", ".", "name", "else", ":", "return", "D...	42.5	13.5
def get_min_max_mag(self): """ :returns: minumum and maximum magnitudes from the underlying MFDs """ m1s, m2s = [], [] for mfd in self: m1, m2 = mfd.get_min_max_mag() m1s.append(m1) m2s.append(m2) return min(m1s), max(m2s)	[ "def", "get_min_max_mag", "(", "self", ")", ":", "m1s", ",", "m2s", "=", "[", "]", ",", "[", "]", "for", "mfd", "in", "self", ":", "m1", ",", "m2", "=", "mfd", ".", "get_min_max_mag", "(", ")", "m1s", ".", "append", "(", "m1", ")", "m2s", ".", ...	29.7	11.5
def lilypond(point): """ Generate lilypond representation for a point """ #If lilypond already computed, leave as is if "lilypond" in point: return point #Defaults: pitch_string = "" octave_string = "" duration_string = "" preamble = "" dynamic_string = "" if "pi...	[ "def", "lilypond", "(", "point", ")", ":", "#If lilypond already computed, leave as is", "if", "\"lilypond\"", "in", "point", ":", "return", "point", "#Defaults:", "pitch_string", "=", "\"\"", "octave_string", "=", "\"\"", "duration_string", "=", "\"\"", "preamble", ...	29.62069	16.758621
def _set_advertisement_interval(self, v, load=False): """ Setter method for advertisement_interval, mapped from YANG variable /routing_system/router/router_bgp/address_family/ipv4/ipv4_unicast/af_vrf/neighbor/af_ipv4_vrf_neighbor_address_holder/af_ipv4_neighbor_addr/advertisement_interval (container) If thi...	[ "def", "_set_advertisement_interval", "(", "self", ",", "v", ",", "load", "=", "False", ")", ":", "if", "hasattr", "(", "v", ",", "\"_utype\"", ")", ":", "v", "=", "v", ".", "_utype", "(", "v", ")", "try", ":", "t", "=", "YANGDynClass", "(", "v", ...	94.090909	47.272727
def predict( self, user_ids, item_ids, item_features=None, user_features=None, num_threads=1 ): """ Compute the recommendation score for user-item pairs. For details on how to use feature matrices, see the documentation on the :class:`lightfm.LightFM` class. Argumen...	[ "def", "predict", "(", "self", ",", "user_ids", ",", "item_ids", ",", "item_features", "=", "None", ",", "user_features", "=", "None", ",", "num_threads", "=", "1", ")", ":", "self", ".", "_check_initialized", "(", ")", "if", "not", "isinstance", "(", "u...	36.117647	23.882353
def new_event(event): """ Wrap a raw gRPC event in a friendlier containing class. This picks the appropriate class from one of PutEvent or DeleteEvent and returns a new instance. """ op_name = event.EventType.DESCRIPTOR.values_by_number[event.type].name if op_name == 'PUT': cls = Pu...	[ "def", "new_event", "(", "event", ")", ":", "op_name", "=", "event", ".", "EventType", ".", "DESCRIPTOR", ".", "values_by_number", "[", "event", ".", "type", "]", ".", "name", "if", "op_name", "==", "'PUT'", ":", "cls", "=", "PutEvent", "elif", "op_name"...	27.6875	19.5625
def shareItem(sharedItem, toRole=None, toName=None, shareID=None, interfaces=ALL_IMPLEMENTED): """ Share an item with a given role. This provides a way to expose items to users for later retrieval with L{Role.getShare}. This API is slated for deprecation. Prefer L{Role.shareItem} in new...	[ "def", "shareItem", "(", "sharedItem", ",", "toRole", "=", "None", ",", "toName", "=", "None", ",", "shareID", "=", "None", ",", "interfaces", "=", "ALL_IMPLEMENTED", ")", ":", "warnings", ".", "warn", "(", "\"Use Role.shareItem() instead of sharing.shareItem().\"...	39.342857	24.257143
def notify(self, name, job): """ Concrete method of Subject.notify(). Notify to change the status of Subject for observer. This method call Observer.update(). In this program, ConfigReader.notify() call JobObserver.update(). For exmaple, register threads.redis.ConcreateJo...	[ "def", "notify", "(", "self", ",", "name", ",", "job", ")", ":", "for", "observer", "in", "self", ".", "_observers", ":", "observer", ".", "update", "(", "name", ",", "job", ")" ]	42.5	11.1
def passwordReset1to2(old): """ Power down and delete the item """ new = old.upgradeVersion(old.typeName, 1, 2, installedOn=None) for iface in new.store.interfacesFor(new): new.store.powerDown(new, iface) new.deleteFromStore()	[ "def", "passwordReset1to2", "(", "old", ")", ":", "new", "=", "old", ".", "upgradeVersion", "(", "old", ".", "typeName", ",", "1", ",", "2", ",", "installedOn", "=", "None", ")", "for", "iface", "in", "new", ".", "store", ".", "interfacesFor", "(", "...	31.375	8.375
def send(self, group_id=None, message_dict=None): """ Send this current message to a group. `message_dict` can be a dictionary formatted according to http://docs.fiesta.cc/list-management-api.html#messages If message is provided, this method will ignore object-level variables. "...	[ "def", "send", "(", "self", ",", "group_id", "=", "None", ",", "message_dict", "=", "None", ")", ":", "if", "self", ".", "group", "is", "not", "None", "and", "self", ".", "group", ".", "id", "is", "not", "None", ":", "group_id", "=", "self", ".", ...	34.138889	20.194444
def _set_task_uuid(self, dependencies): """Adds universally unique user ids (UUID) to each task of the workflow. :param dependencies: The list of dependencies between tasks defining the computational graph :type dependencies: list(Dependency) :return: A dictionary mapping UUID to d...	[ "def", "_set_task_uuid", "(", "self", ",", "dependencies", ")", ":", "uuid_dict", "=", "{", "}", "for", "dep", "in", "dependencies", ":", "task", "=", "dep", ".", "task", "if", "task", ".", "private_task_config", ".", "uuid", "in", "uuid_dict", ":", "rai...	42.944444	21.222222
def from_status(cls, http_status, code_index=0, message=None, developer_message=None, meta=None): # type: (HTTPStatus, int, AnyStr, AnyStr, dict) -> Error """ Automatically build an HTTP response from the HTTP Status code. :param http_status: :param code_index: ...	[ "def", "from_status", "(", "cls", ",", "http_status", ",", "code_index", "=", "0", ",", "message", "=", "None", ",", "developer_message", "=", "None", ",", "meta", "=", "None", ")", ":", "# type: (HTTPStatus, int, AnyStr, AnyStr, dict) -> Error", "return", "cls", ...	37.235294	19.117647
def detail(self): """ 个人信息,如果未调用过``get_detail()``会自动调用 :return: information of student :rtype: dict """ if hasattr(self, '_detail'): return self._detail else: self.get_detail() return self._detail	[ "def", "detail", "(", "self", ")", ":", "if", "hasattr", "(", "self", ",", "'_detail'", ")", ":", "return", "self", ".", "_detail", "else", ":", "self", ".", "get_detail", "(", ")", "return", "self", ".", "_detail" ]	23.166667	12
def get_top_sentences(self): ''' getter ''' if isinstance(self.__top_sentences, int) is False: raise TypeError("The type of __top_sentences must be int.") return self.__top_sentences	[ "def", "get_top_sentences", "(", "self", ")", ":", "if", "isinstance", "(", "self", ".", "__top_sentences", ",", "int", ")", "is", "False", ":", "raise", "TypeError", "(", "\"The type of __top_sentences must be int.\"", ")", "return", "self", ".", "__top_sentences...	42.8	16.8
def rgb_tuple_from_str(color_string): """Convert color in format 'rgb(RRR,GGG,BBB)', 'rgba(RRR,GGG,BBB,alpha)', '#RRGGBB', or limited English color name (eg 'red') to tuple (RRR, GGG, BBB) """ try: # English color names (limited) rgb_string = common_html_colors[color_string] re...	[ "def", "rgb_tuple_from_str", "(", "color_string", ")", ":", "try", ":", "# English color names (limited)", "rgb_string", "=", "common_html_colors", "[", "color_string", "]", "return", "tuple", "(", "[", "float", "(", "x", ")", "for", "x", "in", "re", ".", "fin...	41.263158	19.684211
def evaluate(self, text): """ Given a string of `text`, compute confusion matrix for the classification task. """ cx = BinaryConfusion() for (L, P, R, gold, _) in Detector.candidates(text): guess = self.predict(L, P, R) cx.update(gold, guess) ...	[ "def", "evaluate", "(", "self", ",", "text", ")", ":", "cx", "=", "BinaryConfusion", "(", ")", "for", "(", "L", ",", "P", ",", "R", ",", "gold", ",", "_", ")", "in", "Detector", ".", "candidates", "(", "text", ")", ":", "guess", "=", "self", "....	38.357143	13.357143
def _numeric_summary(arg, exact_nunique=False, prefix=None): """ Compute a set of summary metrics from the input numeric value expression Parameters ---------- arg : numeric value expression exact_nunique : boolean, default False prefix : string, default None String prefix for metric ...	[ "def", "_numeric_summary", "(", "arg", ",", "exact_nunique", "=", "False", ",", "prefix", "=", "None", ")", ":", "metrics", "=", "[", "arg", ".", "count", "(", ")", ",", "arg", ".", "isnull", "(", ")", ".", "sum", "(", ")", ".", "name", "(", "'nu...	25.516129	20.612903
def RCL(input_shape, rec_conv_layers, dense_layers, output_layer=[1, 'sigmoid'], padding='same', optimizer='adam', loss='binary_crossentropy'): """Summary Args: input_shape (tuple): The shape of the input layer. output_nodes (int): Number of...	[ "def", "RCL", "(", "input_shape", ",", "rec_conv_layers", ",", "dense_layers", ",", "output_layer", "=", "[", "1", ",", "'sigmoid'", "]", ",", "padding", "=", "'same'", ",", "optimizer", "=", "'adam'", ",", "loss", "=", "'binary_crossentropy'", ")", ":", "...	37.774194	20.274194
def run(self, ipyclient=None, ): """ Run a batch of dstat tests on a list of tests, where each test is a dictionary mapping sample names to {p1 - p4} (and sometimes p5). Parameters modifying the behavior of the run, such as the number of bootstrap replicates (n...	[ "def", "run", "(", "self", ",", "ipyclient", "=", "None", ",", ")", ":", "self", ".", "results_table", ",", "self", ".", "results_boots", "=", "batch", "(", "self", ",", "ipyclient", ")", "## skip this for 5-part test results", "if", "not", "isinstance", "("...	41.714286	23.047619
def heatmap_seaborn(dfr, outfilename=None, title=None, params=None): """Returns seaborn heatmap with cluster dendrograms. - dfr - pandas DataFrame with relevant data - outfilename - path to output file (indicates output format) """ # Decide on figure layout size: a minimum size is required for ...	[ "def", "heatmap_seaborn", "(", "dfr", ",", "outfilename", "=", "None", ",", "title", "=", "None", ",", "params", "=", "None", ")", ":", "# Decide on figure layout size: a minimum size is required for", "# aesthetics, and a maximum to avoid core dumps on rendering.", "# If we ...	34	19.921053
def from_page_xml(cls, page_xml): """ Constructs a :class:`~mwxml.iteration.dump.Dump` from a <page> block. :Parameters: page_xml : `str` \| `file` Either a plain string or a file containing <page> block XML to process """ header = """ ...	[ "def", "from_page_xml", "(", "cls", ",", "page_xml", ")", ":", "header", "=", "\"\"\"\n <mediawiki xmlns=\"http://www.mediawiki.org/xml/export-0.5/\"\n xmlns:xsi=\"http://www.w3.org/2001/XMLSchema-instance\"\n xsi:schemaLocation=\"http://www.mediawiki.o...	36.136364	21.545455
def stop_volume(name, force=False): ''' Stop a gluster volume name Volume name force Force stop the volume .. versionadded:: 2015.8.4 CLI Example: .. code-block:: bash salt '*' glusterfs.stop_volume mycluster ''' volinfo = info() if name not in v...	[ "def", "stop_volume", "(", "name", ",", "force", "=", "False", ")", ":", "volinfo", "=", "info", "(", ")", "if", "name", "not", "in", "volinfo", ":", "log", ".", "error", "(", "'Cannot stop non-existing volume %s'", ",", "name", ")", "return", "False", "...	19.967742	23.903226
def rename_tables(db, table_mapping, reverse=False): """ renames tables from source to destination name, if the source exists and the destination does not exist yet. """ from django.db import connection if reverse: table_mapping = [(dst, src) for src, dst in table_mapping] table_name...	[ "def", "rename_tables", "(", "db", ",", "table_mapping", ",", "reverse", "=", "False", ")", ":", "from", "django", ".", "db", "import", "connection", "if", "reverse", ":", "table_mapping", "=", "[", "(", "dst", ",", "src", ")", "for", "src", ",", "dst"...	51.933333	23.133333
def warning_implicit_type(lineno, id_, type_=None): """ Warning: Using default implicit type 'x' """ if OPTIONS.strict.value: syntax_error_undeclared_type(lineno, id_) return if type_ is None: type_ = global_.DEFAULT_TYPE warning(lineno, "Using default implicit type '%s' fo...	[ "def", "warning_implicit_type", "(", "lineno", ",", "id_", ",", "type_", "=", "None", ")", ":", "if", "OPTIONS", ".", "strict", ".", "value", ":", "syntax_error_undeclared_type", "(", "lineno", ",", "id_", ")", "return", "if", "type_", "is", "None", ":", ...	30.272727	18.181818
def find_best_instruction(addr, cpu_name, meta=None): """Given an instruction and meta information this attempts to find the best instruction for the frame. In some circumstances we can fix it up a bit to improve the accuracy. For more information see `symbolize_frame`. """ addr = rv = parse_a...	[ "def", "find_best_instruction", "(", "addr", ",", "cpu_name", ",", "meta", "=", "None", ")", ":", "addr", "=", "rv", "=", "parse_addr", "(", "addr", ")", "# In case we're not on the crashing frame we apply a simple heuristic:", "# since we're most likely dealing with return...	46.7	21.133333
def _c_base_var(self): """Return the name of the module base variable.""" if self.opts.no_structs: return self.name return 'windll->{}.{}'.format( self.name, self.opts.base )	[ "def", "_c_base_var", "(", "self", ")", ":", "if", "self", ".", "opts", ".", "no_structs", ":", "return", "self", ".", "name", "return", "'windll->{}.{}'", ".", "format", "(", "self", ".", "name", ",", "self", ".", "opts", ".", "base", ")" ]	32	10.571429
def booklet_nup_pdf(input_filename: str, output_filename: str, latex_paper_size: str = LATEX_PAPER_SIZE_A4) -> str: """ Takes a PDF (e.g. A4) and makes a 2x1 booklet (e.g. 2xA5 per A4). The booklet can be folded like a book and the final pages will be in order. Returns the output fil...	[ "def", "booklet_nup_pdf", "(", "input_filename", ":", "str", ",", "output_filename", ":", "str", ",", "latex_paper_size", ":", "str", "=", "LATEX_PAPER_SIZE_A4", ")", "->", "str", ":", "log", ".", "info", "(", "\"Creating booklet\"", ")", "log", ".", "debug", ...	38.636364	14.515152
def get_many(self, content_id_list): '''Yield (content_id, data) tuples for ids in list. As with :meth:`get`, if a content_id in the list is missing, then it is yielded with a data value of `None`. :type content_id_list: list<str> :rtype: yields tuple(str, :class:`dossier.fc.Fe...	[ "def", "get_many", "(", "self", ",", "content_id_list", ")", ":", "content_id_keys", "=", "[", "tuplify", "(", "x", ")", "for", "x", "in", "content_id_list", "]", "for", "row", "in", "self", ".", "kvl", ".", "get", "(", "self", ".", "TABLE", ",", "*"...	37.058824	19.294118
def theta_limit(theta): """ Angle theta is periodic with period pi. Constrain theta such that -pi/2<theta<=pi/2. Parameters ---------- theta : float Input angle. Returns ------- theta : float Rotate angle. """ while theta <= -1 * np.pi / 2: theta += ...	[ "def", "theta_limit", "(", "theta", ")", ":", "while", "theta", "<=", "-", "1", "*", "np", ".", "pi", "/", "2", ":", "theta", "+=", "np", ".", "pi", "while", "theta", ">", "np", ".", "pi", "/", "2", ":", "theta", "-=", "np", ".", "pi", "retur...	18.75	19.05
def addBlock(self,branch=None,btype=None,mtype=None,attributes=None): ''' Add block definition to list of blocks in material Order for list entry: branch level (0=root), block type (material,solid,fluid,etc.), matid (integer if root, False otherwise), material name (string if root, F...	[ "def", "addBlock", "(", "self", ",", "branch", "=", "None", ",", "btype", "=", "None", ",", "mtype", "=", "None", ",", "attributes", "=", "None", ")", ":", "if", "branch", "==", "0", ":", "attributes", "=", "self", ".", "attributes", "blk", "=", "{...	45.285714	25.857143
def sanitize_for_archive(url, headers, payload): """Sanitize payload of a HTTP request by removing the token information before storing/retrieving archived items :param: url: HTTP url request :param: headers: HTTP headers request :param: payload: HTTP payload request :r...	[ "def", "sanitize_for_archive", "(", "url", ",", "headers", ",", "payload", ")", ":", "if", "DiscourseClient", ".", "PKEY", "in", "payload", ":", "payload", ".", "pop", "(", "DiscourseClient", ".", "PKEY", ")", "return", "url", ",", "headers", ",", "payload...	35.142857	12.571429
def to_mesh(self): """ Return a copy of the Primitive object as a Trimesh object. """ result = Trimesh(vertices=self.vertices.copy(), faces=self.faces.copy(), face_normals=self.face_normals.copy(), process=False) ...	[ "def", "to_mesh", "(", "self", ")", ":", "result", "=", "Trimesh", "(", "vertices", "=", "self", ".", "vertices", ".", "copy", "(", ")", ",", "faces", "=", "self", ".", "faces", ".", "copy", "(", ")", ",", "face_normals", "=", "self", ".", "face_no...	37	12.777778
def _assemble_flowtable(self, values): """ generate a flowtable from a tuple of descriptors. """ values = map(lambda x: [] if x is None else x, values) src = values[0] + values[1] dst = values[2] + values[3] thistable = dict() for s in src: thistable[...	[ "def", "_assemble_flowtable", "(", "self", ",", "values", ")", ":", "values", "=", "map", "(", "lambda", "x", ":", "[", "]", "if", "x", "is", "None", "else", "x", ",", "values", ")", "src", "=", "values", "[", "0", "]", "+", "values", "[", "1", ...	31.181818	12.090909
def qtag(tag): """ Return fully qualified (Clark notation) tagname corresponding to short-form prefixed tagname tag. """ prefix, tagroot = tag.split(':') uri = nsmap[prefix] return '{%s}%s' % (uri, tagroot)	[ "def", "qtag", "(", "tag", ")", ":", "prefix", ",", "tagroot", "=", "tag", ".", "split", "(", "':'", ")", "uri", "=", "nsmap", "[", "prefix", "]", "return", "'{%s}%s'", "%", "(", "uri", ",", "tagroot", ")" ]	28.625	10.125
def model_counts_map(self, name=None, exclude=None, use_mask=False): """Return the model counts map for a single source, a list of sources, or for the sum of all sources in the ROI. The exclude parameter can be used to exclude one or more components when generating the model map. ...	[ "def", "model_counts_map", "(", "self", ",", "name", "=", "None", ",", "exclude", "=", "None", ",", "use_mask", "=", "False", ")", ":", "maps", "=", "[", "c", ".", "model_counts_map", "(", "name", ",", "exclude", ",", "use_mask", "=", "use_mask", ")", ...	35.322581	22.677419
def _check_and_execute(func, args, *kwargs): """ Check the type of all parameters with type information, converting as appropriate and then execute the function. """ convargs = [] #Convert and validate all arguments for i, arg in enumerate(args): val = func.metadata.convert_posit...	[ "def", "_check_and_execute", "(", "func", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "convargs", "=", "[", "]", "#Convert and validate all arguments", "for", "i", ",", "arg", "in", "enumerate", "(", "args", ")", ":", "val", "=", "func", ".", ...	32.772727	23.5
def _QueryHash(self, digest): """Queries the Viper Server for a specfic hash. Args: digest (str): hash to look up. Returns: dict[str, object]: JSON response or None on error. """ if not self._url: self._url = '{0:s}://{1:s}:{2:d}/file/find'.format( self._protocol, self....	[ "def", "_QueryHash", "(", "self", ",", "digest", ")", ":", "if", "not", "self", ".", "_url", ":", "self", ".", "_url", "=", "'{0:s}://{1:s}:{2:d}/file/find'", ".", "format", "(", "self", ".", "_protocol", ",", "self", ".", "_host", ",", "self", ".", "_...	26.64	20.64
def logp_gradient(variable, calculation_set=None): """ Calculates the gradient of the joint log posterior with respect to variable. Calculation of the log posterior is restricted to the variables in calculation_set. """ return variable.logp_partial_gradient(variable, calculation_set) + sum( ...	[ "def", "logp_gradient", "(", "variable", ",", "calculation_set", "=", "None", ")", ":", "return", "variable", ".", "logp_partial_gradient", "(", "variable", ",", "calculation_set", ")", "+", "sum", "(", "[", "child", ".", "logp_partial_gradient", "(", "variable"...	57.428571	26.857143
def add_exception(self, exception, stack, remote=False): """ Add an exception to trace entities. :param Exception exception: the catched exception. :param list stack: the output from python built-in `traceback.extract_stack()`. :param bool remote: If False it means i...	[ "def", "add_exception", "(", "self", ",", "exception", ",", "stack", ",", "remote", "=", "False", ")", ":", "self", ".", "_check_ended", "(", ")", "self", ".", "add_fault_flag", "(", ")", "if", "hasattr", "(", "exception", ",", "'_recorded'", ")", ":", ...	34.227273	17.136364

def delete_episode(db, aid, episode): """Delete an episode.""" db.cursor().execute( 'DELETE FROM episode WHERE aid=:aid AND type=:type AND number=:number', { 'aid': aid, 'type': episode.type, 'number': episode.number, })

[ "def", "delete_episode", "(", "db", ",", "aid", ",", "episode", ")", ":", "db", ".", "cursor", "(", ")", ".", "execute", "(", "'DELETE FROM episode WHERE aid=:aid AND type=:type AND number=:number'", ",", "{", "'aid'", ":", "aid", ",", "'type'", ":", "episode", ...

31.111111

16.222222

def describe_object(self, obj): """ Get the description of an object from Salesforce. This description is the object's schema and some extra metadata that Salesforce stores for each object. :param obj: The name of the Salesforce object that we are getting a description of. ...

[ "def", "describe_object", "(", "self", ",", "obj", ")", ":", "conn", "=", "self", ".", "get_conn", "(", ")", "return", "conn", ".", "__getattr__", "(", "obj", ")", ".", "describe", "(", ")" ]

35.428571

19.142857

def echo_to_output_stream(self, email_messages): """ Write all messages to the stream in a thread-safe way. """ if not email_messages: return with self._lock: try: stream_created = self.open() for message in email_messages: ...

[ "def", "echo_to_output_stream", "(", "self", ",", "email_messages", ")", ":", "if", "not", "email_messages", ":", "return", "with", "self", ".", "_lock", ":", "try", ":", "stream_created", "=", "self", ".", "open", "(", ")", "for", "message", "in", "email_...

38.266667

11.2

def _read_section(self): """Read and return an entire section""" lines = [self._last[self._last.find(":")+1:]] self._last = self._f.readline() while len(self._last) > 0 and len(self._last[0].strip()) == 0: lines.append(self._last) self._last = self._f.readline() ...

[ "def", "_read_section", "(", "self", ")", ":", "lines", "=", "[", "self", ".", "_last", "[", "self", ".", "_last", ".", "find", "(", "\":\"", ")", "+", "1", ":", "]", "]", "self", ".", "_last", "=", "self", ".", "_f", ".", "readline", "(", ")",...

41.5

10.875

def _shorten_version(ver, num_components=2): """ If ``ver`` is a dot-separated string with at least (num_components +1) components, return only the first two. Else return the original string. :param ver: version string :type ver: str :return: shortened (major, minor) ver...

[ "def", "_shorten_version", "(", "ver", ",", "num_components", "=", "2", ")", ":", "parts", "=", "ver", ".", "split", "(", "'.'", ")", "if", "len", "(", "parts", ")", "<=", "num_components", ":", "return", "ver", "return", "'.'", ".", "join", "(", "pa...

34.714286

15

def send_voice(self, *args, **kwargs): """See :func:`send_voice`""" return send_voice(*args, **self._merge_overrides(**kwargs)).run()

[ "def", "send_voice", "(", "self", ",", "*", "args", ",", "*", "*", "kwargs", ")", ":", "return", "send_voice", "(", "*", "args", ",", "*", "*", "self", ".", "_merge_overrides", "(", "*", "*", "kwargs", ")", ")", ".", "run", "(", ")" ]

49

11.666667

def _check_bullets(lines, **kwargs): """Check that the bullet point list is well formatted. Each bullet point shall have one space before and after it. The bullet character is the "*" and there is no space before it but one after it meaning the next line are starting with two blanks spaces to respect t...

[ "def", "_check_bullets", "(", "lines", ",", "*", "*", "kwargs", ")", ":", "max_length", "=", "kwargs", ".", "get", "(", "\"max_length\"", ",", "72", ")", "labels", "=", "{", "l", "for", "l", ",", "_", "in", "kwargs", ".", "get", "(", "\"commit_msg_la...

35.209677

18.419355

def t_quotedvar_DOLLAR_OPEN_CURLY_BRACES(t): r'\$\{' if re.match(r'[A-Za-z_]', peek(t.lexer)): t.lexer.begin('varname') else: t.lexer.begin('php') return t

[ "def", "t_quotedvar_DOLLAR_OPEN_CURLY_BRACES", "(", "t", ")", ":", "if", "re", ".", "match", "(", "r'[A-Za-z_]'", ",", "peek", "(", "t", ".", "lexer", ")", ")", ":", "t", ".", "lexer", ".", "begin", "(", "'varname'", ")", "else", ":", "t", ".", "lexe...

25.857143

16.714286

def is_valid(self): """ Is every geometry connected to the root node. Returns ----------- is_valid : bool Does every geometry have a transform """ if len(self.geometry) == 0: return True try: referenced = {self.graph[i][...

[ "def", "is_valid", "(", "self", ")", ":", "if", "len", "(", "self", ".", "geometry", ")", "==", "0", ":", "return", "True", "try", ":", "referenced", "=", "{", "self", ".", "graph", "[", "i", "]", "[", "1", "]", "for", "i", "in", "self", ".", ...

25.956522

18.565217

def set_redraw_lag(self, lag_sec): """Set lag time for redrawing the canvas. Parameters ---------- lag_sec : float Number of seconds to wait. """ self.defer_redraw = (lag_sec > 0.0) if self.defer_redraw: self.defer_lagtime = lag_sec

[ "def", "set_redraw_lag", "(", "self", ",", "lag_sec", ")", ":", "self", ".", "defer_redraw", "=", "(", "lag_sec", ">", "0.0", ")", "if", "self", ".", "defer_redraw", ":", "self", ".", "defer_lagtime", "=", "lag_sec" ]

25.25

13.583333

def init(filename, order=3, tokenizer=None): """Initialize a brain. This brain's file must not already exist. Keyword arguments: order -- Order of the forward/reverse Markov chains (integer) tokenizer -- One of Cobe, MegaHAL (default Cobe). See documentation for cobe.tokenizers for details. (strin...

[ "def", "init", "(", "filename", ",", "order", "=", "3", ",", "tokenizer", "=", "None", ")", ":", "log", ".", "info", "(", "\"Initializing a cobe brain: %s\"", "%", "filename", ")", "if", "tokenizer", "is", "None", ":", "tokenizer", "=", "\"Cobe\"", "if", ...

36.25

19.1

def genl_ctrl_resolve(sk, name): """Resolve Generic Netlink family name to numeric identifier. https://github.com/thom311/libnl/blob/libnl3_2_25/lib/genl/ctrl.c#L429 Resolves the Generic Netlink family name to the corresponding numeric family identifier. This function queries the kernel directly, use ...

[ "def", "genl_ctrl_resolve", "(", "sk", ",", "name", ")", ":", "family", "=", "genl_ctrl_probe_by_name", "(", "sk", ",", "name", ")", "if", "family", "is", "None", ":", "return", "-", "NLE_OBJ_NOTFOUND", "return", "int", "(", "genl_family_get_id", "(", "famil...

36.65

24.75

def doppler_width(transition, Temperature): r"""Return the Doppler width of a transition at a given temperature (in angular frequency). The usual Doppler FWHM of the rubidium D2 line (in MHz). >>> g = State("Rb", 87, 5, 0, 1/Integer(2), 2) >>> e = State("Rb", 87, 5, 1, 3/Integer(2)) >>> t = Tr...

[ "def", "doppler_width", "(", "transition", ",", "Temperature", ")", ":", "atom", "=", "Atom", "(", "transition", ".", "e1", ".", "element", ",", "transition", ".", "e1", ".", "isotope", ")", "m", "=", "atom", ".", "mass", "omega", "=", "transition", "....

33.888889

17

def set_trace(frame=None, skip=0, server=None, port=None): """Set trace on current line, or on given frame""" frame = frame or sys._getframe().f_back for i in range(skip): if not frame.f_back: break frame = frame.f_back wdb = Wdb.get(server=server, port=port) wdb.set_trac...

[ "def", "set_trace", "(", "frame", "=", "None", ",", "skip", "=", "0", ",", "server", "=", "None", ",", "port", "=", "None", ")", ":", "frame", "=", "frame", "or", "sys", ".", "_getframe", "(", ")", ".", "f_back", "for", "i", "in", "range", "(", ...

33.4

12.8

def use_project(self, project_id): """Creates an instance of [ProjectClient](#projectclient), providing session authentication. Parameters: * `project_id` - project identifier. Returns: Instance of [ProjectClient](#projectclient) with session authentication. ...

[ "def", "use_project", "(", "self", ",", "project_id", ")", ":", "return", "ProjectClient", "(", "base_uri", "=", "get_base_uri", "(", "project", "=", "project_id", ",", "host", "=", "self", ".", "host", ",", "port", "=", "self", ".", "port", ",", "secure...

26.756757

17.864865

def doc(func): """ Find the message shown when someone calls the help command Parameters ---------- func : function the function Returns ------- str The help message for this command """ stripped_chars = " \t" if hasattr(func, '__doc__'): docstr...

[ "def", "doc", "(", "func", ")", ":", "stripped_chars", "=", "\" \\t\"", "if", "hasattr", "(", "func", ",", "'__doc__'", ")", ":", "docstring", "=", "func", ".", "__doc__", ".", "lstrip", "(", "\" \\n\\t\"", ")", "if", "\"\\n\"", "in", "docstring", ":", ...

21.8

20.44

def retrieve_config_file(self): """ Retrieve config file """ try: if self.args["configfile"]: return self.args["configfile"] except KeyError: pass return os.path.expanduser('~/.config/greg/greg.conf')

[ "def", "retrieve_config_file", "(", "self", ")", ":", "try", ":", "if", "self", ".", "args", "[", "\"configfile\"", "]", ":", "return", "self", ".", "args", "[", "\"configfile\"", "]", "except", "KeyError", ":", "pass", "return", "os", ".", "path", ".", ...

27.9

11.7

def is_gvcf_file(in_file): """Check if an input file is raw gVCF """ to_check = 100 n = 0 with utils.open_gzipsafe(in_file) as in_handle: for line in in_handle: if not line.startswith("##"): if n > to_check: break n += 1 ...

[ "def", "is_gvcf_file", "(", "in_file", ")", ":", "to_check", "=", "100", "n", "=", "0", "with", "utils", ".", "open_gzipsafe", "(", "in_file", ")", "as", "in_handle", ":", "for", "line", "in", "in_handle", ":", "if", "not", "line", ".", "startswith", "...

32.458333

11.791667

def notify_slaves(self): """Checks to see if slaves should be notified, and notifies them if needed""" if self.disable_slave_notify is not None: LOGGER.debug('Slave notifications disabled') return False if self.zone_data()['kind'] == 'Master': response_code =...

[ "def", "notify_slaves", "(", "self", ")", ":", "if", "self", ".", "disable_slave_notify", "is", "not", "None", ":", "LOGGER", ".", "debug", "(", "'Slave notifications disabled'", ")", "return", "False", "if", "self", ".", "zone_data", "(", ")", "[", "'kind'"...

45.333333

20.466667

def _add_logical_operator(self, operator): """Adds a logical operator in query :param operator: logical operator (str) :raise: - QueryExpressionError: if a expression hasn't been set """ if not self.c_oper: raise QueryExpressionError("Logical operators m...

[ "def", "_add_logical_operator", "(", "self", ",", "operator", ")", ":", "if", "not", "self", ".", "c_oper", ":", "raise", "QueryExpressionError", "(", "\"Logical operators must be preceded by an expression\"", ")", "self", ".", "current_field", "=", "None", "self", ...

30.882353

21.117647

def schema_create(conn): """Create the index for storing profiles. This is idempotent; it can be called every time a database is opened to make sure it's ready to use and up-to-date. :param conn: A connection to an SQLite3 database. """ conn.execute(dedent("""\ CREATE TABLE IF NOT EXISTS p...

[ "def", "schema_create", "(", "conn", ")", ":", "conn", ".", "execute", "(", "dedent", "(", "\"\"\"\\\n CREATE TABLE IF NOT EXISTS profiles\n (id INTEGER PRIMARY KEY,\n name TEXT NOT NULL UNIQUE,\n data BLOB NOT NULL,\n selected BOOLEAN NOT NULL DEFAULT FALSE)\n \...

42

15.407407

def lastpayout(delegate_address, blacklist=None): ''' Assumes that all send transactions from a delegate are payouts. Use blacklist to remove rewardwallet and other transactions if the address is not a voter. blacklist can contain both addresses and transactionIds''' if blacklist...

[ "def", "lastpayout", "(", "delegate_address", ",", "blacklist", "=", "None", ")", ":", "if", "blacklist", "and", "len", "(", "blacklist", ")", ">", "1", ":", "command_blacklist", "=", "'NOT IN '", "+", "str", "(", "tuple", "(", "blacklist", ")", ")", "el...

42.157895

19.815789

def present(name, protocol=None, service_address=None, scheduler='wlc', ): ''' Ensure that the named service is present. name The LVS service name protocol The service protocol service_address The LVS service address sche...

[ "def", "present", "(", "name", ",", "protocol", "=", "None", ",", "service_address", "=", "None", ",", "scheduler", "=", "'wlc'", ",", ")", ":", "ret", "=", "{", "'name'", ":", "name", ",", "'changes'", ":", "{", "}", ",", "'result'", ":", "True", ...

37.558442

24.285714

def version_cmp(ver_a, ver_b): """ Compares two version strings in the dotted-numeric-label format. Returns -1 if a < b, 0 if a == b, and +1 if a > b. Inputs may include a prefix string that matches '^\w+[_-]', but both strings must start with the same prefix. If present, it is ignored for pu...

[ "def", "version_cmp", "(", "ver_a", ",", "ver_b", ")", ":", "if", "ver_a", "is", "None", "and", "ver_b", "is", "None", ":", "return", "0", "if", "ver_a", "is", "None", ":", "return", "-", "1", "elif", "ver_b", "is", "None", ":", "return", "1", "try...

29.044776

20.477612

def pack_small_tensors(tower_grads, max_bytes=0): """Concatenate gradients together more intelligently. Does binpacking Args: tower_grads: List of lists of (gradient, variable) tuples. max_bytes: Int giving max number of bytes in a tensor that may be considered small. """ assert max_bytes >...

[ "def", "pack_small_tensors", "(", "tower_grads", ",", "max_bytes", "=", "0", ")", ":", "assert", "max_bytes", ">=", "0", "orig_grads", "=", "[", "g", "for", "g", ",", "_", "in", "tower_grads", "[", "0", "]", "]", "# Check to make sure sizes are accurate; not e...

37.078125

16.828125

def interp_head_addr(self): """Returns PtrTo(PtrTo(PyInterpreterState)) value""" if self._interp_head_addr is not None: return self._interp_head_addr try: interp_head_addr = self.get_interp_head_addr_through_symbol() except SymbolNotFound: logger.debug...

[ "def", "interp_head_addr", "(", "self", ")", ":", "if", "self", ".", "_interp_head_addr", "is", "not", "None", ":", "return", "self", ".", "_interp_head_addr", "try", ":", "interp_head_addr", "=", "self", ".", "get_interp_head_addr_through_symbol", "(", ")", "ex...

45.166667

16.5

def param_id(self, param, i): """Parse a node name in parameter list""" param.pair = (self.value(i), parsing.Node) return True

[ "def", "param_id", "(", "self", ",", "param", ",", "i", ")", ":", "param", ".", "pair", "=", "(", "self", ".", "value", "(", "i", ")", ",", "parsing", ".", "Node", ")", "return", "True" ]

33.75

10.5

def create(self, username, password, tags=''): """Create User. :param str username: Username :param str password: Password :param str tags: Comma-separate list of tags (e.g. monitoring) :rtype: None """ user_payload = json.dumps({ 'password': passwor...

[ "def", "create", "(", "self", ",", "username", ",", "password", ",", "tags", "=", "''", ")", ":", "user_payload", "=", "json", ".", "dumps", "(", "{", "'password'", ":", "password", ",", "'tags'", ":", "tags", "}", ")", "return", "self", ".", "http_c...

30.6

15.533333

def _process_current(self, handle, op, dest_path=None, dest_name=None): """Process current member with 'op' operation.""" unrarlib.RARProcessFileW(handle, op, dest_path, dest_name)

[ "def", "_process_current", "(", "self", ",", "handle", ",", "op", ",", "dest_path", "=", "None", ",", "dest_name", "=", "None", ")", ":", "unrarlib", ".", "RARProcessFileW", "(", "handle", ",", "op", ",", "dest_path", ",", "dest_name", ")" ]

64.666667

19

def margin(file_, geometry_string): """ Returns the calculated margin for an image and geometry """ if not file_ or (sorl_settings.THUMBNAIL_DUMMY or isinstance(file_, DummyImageFile)): return 'auto' margin = [0, 0, 0, 0] image_file = default.kvstore.get_or_set(ImageFile(file_)) ...

[ "def", "margin", "(", "file_", ",", "geometry_string", ")", ":", "if", "not", "file_", "or", "(", "sorl_settings", ".", "THUMBNAIL_DUMMY", "or", "isinstance", "(", "file_", ",", "DummyImageFile", ")", ")", ":", "return", "'auto'", "margin", "=", "[", "0", ...

22.25

23.821429

def horizontal_angle(C, P): """Return the angle to the horizontal for the connection from C to P. This uses the arcus sine function and resolves its inherent ambiguity by looking up in which quadrant vector S = P - C is located. """ S = Point(P - C).unit # unit ...

[ "def", "horizontal_angle", "(", "C", ",", "P", ")", ":", "S", "=", "Point", "(", "P", "-", "C", ")", ".", "unit", "# unit vector 'C' -> 'P'", "alfa", "=", "math", ".", "asin", "(", "abs", "(", "S", ".", "y", ")", ")", "# absolute angle from horizontal"...

49.166667

19.277778

def changed(self, selection='all'): ''' Returns the list of changed values. The key is added to each item. selection Specifies the desired changes. Supported values are ``all`` - all changed items are included in the output ``inter...

[ "def", "changed", "(", "self", ",", "selection", "=", "'all'", ")", ":", "changed", "=", "[", "]", "if", "selection", "==", "'all'", ":", "for", "recursive_item", "in", "self", ".", "_get_recursive_difference", "(", "type", "=", "'all'", ")", ":", "# We ...

47.194444

22.527778

def make_gtf_url(ensembl_release, species, server=ENSEMBL_FTP_SERVER): """ Returns a URL and a filename, which can be joined together. """ ensembl_release, species, _ = \ normalize_release_properties(ensembl_release, species) subdir = _species_subdir( ensembl_release, species...

[ "def", "make_gtf_url", "(", "ensembl_release", ",", "species", ",", "server", "=", "ENSEMBL_FTP_SERVER", ")", ":", "ensembl_release", ",", "species", ",", "_", "=", "normalize_release_properties", "(", "ensembl_release", ",", "species", ")", "subdir", "=", "_speci...

34.5625

12.3125

async def stop(self, **kwargs): """Stop pairing server and unpublish service.""" _LOGGER.debug('Shutting down pairing server') if self._web_server is not None: await self._web_server.shutdown() self._server.close() if self._server is not None: await s...

[ "async", "def", "stop", "(", "self", ",", "*", "*", "kwargs", ")", ":", "_LOGGER", ".", "debug", "(", "'Shutting down pairing server'", ")", "if", "self", ".", "_web_server", "is", "not", "None", ":", "await", "self", ".", "_web_server", ".", "shutdown", ...

37.444444

9.222222

def add_members(self, rtcs): '''Add other RT Components to this composite component as members. This component must be a composite component. ''' if not self.is_composite: raise exceptions.NotCompositeError(self.name) for rtc in rtcs: if self.is_member(r...

[ "def", "add_members", "(", "self", ",", "rtcs", ")", ":", "if", "not", "self", ".", "is_composite", ":", "raise", "exceptions", ".", "NotCompositeError", "(", "self", ".", "name", ")", "for", "rtc", "in", "rtcs", ":", "if", "self", ".", "is_member", "(...

37.666667

19.933333

def _invalid_docstring_quote(self, quote, row, col=None): """Add a message for an invalid docstring quote. Args: quote: The quote characters that were found. row: The row number the quote characters were found on. col: The column the quote characters were found on. ...

[ "def", "_invalid_docstring_quote", "(", "self", ",", "quote", ",", "row", ",", "col", "=", "None", ")", ":", "self", ".", "add_message", "(", "'invalid-docstring-quote'", ",", "line", "=", "row", ",", "args", "=", "(", "quote", ",", "TRIPLE_QUOTE_OPTS", "....

37.642857

18.571429

def volume_attach(name, server_name, device='/dev/xvdb', **kwargs): ''' Attach block volume ''' conn = get_conn() return conn.volume_attach( name, server_name, device, timeout=300 )

[ "def", "volume_attach", "(", "name", ",", "server_name", ",", "device", "=", "'/dev/xvdb'", ",", "*", "*", "kwargs", ")", ":", "conn", "=", "get_conn", "(", ")", "return", "conn", ".", "volume_attach", "(", "name", ",", "server_name", ",", "device", ",",...

20.636364

24.272727

def getAppExt(self, loops=float('inf')): """ getAppExt(loops=float('inf')) Application extension. This part specifies the amount of loops. If loops is 0 or inf, it goes on infinitely. """ if loops == 0 or loops == float('inf'): loops = 2 ** 16 - 1 bb = b"" ...

[ "def", "getAppExt", "(", "self", ",", "loops", "=", "float", "(", "'inf'", ")", ")", ":", "if", "loops", "==", "0", "or", "loops", "==", "float", "(", "'inf'", ")", ":", "loops", "=", "2", "**", "16", "-", "1", "bb", "=", "b\"\"", "if", "loops"...

32.666667

17.555556

def _fit_spatial(noise, noise_temporal, mask, template, spatial_sd, temporal_sd, noise_dict, fit_thresh, fit_delta, iterations, ): """ Fit...

[ "def", "_fit_spatial", "(", "noise", ",", "noise_temporal", ",", "mask", ",", "template", ",", "spatial_sd", ",", "temporal_sd", ",", "noise_dict", ",", "fit_thresh", ",", "fit_delta", ",", "iterations", ",", ")", ":", "# Pull out information that is needed", "dim...

35.576923

22.653846

def get_value_prob(self, attr_name, value): """ Returns the value probability of the given attribute at this node. """ if attr_name not in self._attr_value_count_totals: return n = self._attr_value_counts[attr_name][value] d = self._attr_value_count_totals[att...

[ "def", "get_value_prob", "(", "self", ",", "attr_name", ",", "value", ")", ":", "if", "attr_name", "not", "in", "self", ".", "_attr_value_count_totals", ":", "return", "n", "=", "self", ".", "_attr_value_counts", "[", "attr_name", "]", "[", "value", "]", "...

38.333333

13

def intervalCreateSimulateAnalyze (netParams=None, simConfig=None, output=False, interval=None): ''' Sequence of commands create, simulate and analyse network ''' import os from .. import sim (pops, cells, conns, stims, rxd, simData) = sim.create(netParams, simConfig, output=True) try: if si...

[ "def", "intervalCreateSimulateAnalyze", "(", "netParams", "=", "None", ",", "simConfig", "=", "None", ",", "output", "=", "False", ",", "interval", "=", "None", ")", ":", "import", "os", "from", ".", ".", "import", "sim", "(", "pops", ",", "cells", ",", ...

36.526316

21.368421

def rs_correct_msg_nofsynd(msg_in, nsym, fcr=0, generator=2, erase_pos=None, only_erasures=False): '''Reed-Solomon main decoding function, without using the modified Forney syndromes''' global field_charac if len(msg_in) > field_charac: raise ValueError("Message is too long (%i when max is %i)" % (l...

[ "def", "rs_correct_msg_nofsynd", "(", "msg_in", ",", "nsym", ",", "fcr", "=", "0", ",", "generator", "=", "2", ",", "erase_pos", "=", "None", ",", "only_erasures", "=", "False", ")", ":", "global", "field_charac", "if", "len", "(", "msg_in", ")", ">", ...

56.867925

36.679245

def tdSensor(self): """Get the next sensor while iterating. :return: a dict with the keys: protocol, model, id, datatypes. """ protocol = create_string_buffer(20) model = create_string_buffer(20) sid = c_int() datatypes = c_int() self._lib.tdSensor(proto...

[ "def", "tdSensor", "(", "self", ")", ":", "protocol", "=", "create_string_buffer", "(", "20", ")", "model", "=", "create_string_buffer", "(", "20", ")", "sid", "=", "c_int", "(", ")", "datatypes", "=", "c_int", "(", ")", "self", ".", "_lib", ".", "tdSe...

37.866667

17.066667

def stress(syllabified_simplex_word): '''Assign primary and secondary stress to 'syllabified_simplex_word'.''' syllables = syllabified_simplex_word.split('.') stressed = '\'' + syllables[0] # primary stress try: n = 0 medial = syllables[1:-1] for i, syll in enumerate(medial): ...

[ "def", "stress", "(", "syllabified_simplex_word", ")", ":", "syllables", "=", "syllabified_simplex_word", ".", "split", "(", "'.'", ")", "stressed", "=", "'\\''", "+", "syllables", "[", "0", "]", "# primary stress", "try", ":", "n", "=", "0", "medial", "=", ...

24.705882

20.705882

def bit_by_bit(self, in_data): """ Classic simple and slow CRC implementation. This function iterates bit by bit over the augmented input message and returns the calculated CRC value at the end. """ # If the input data is a string, convert to bytes. if isinstance...

[ "def", "bit_by_bit", "(", "self", ",", "in_data", ")", ":", "# If the input data is a string, convert to bytes.", "if", "isinstance", "(", "in_data", ",", "str", ")", ":", "in_data", "=", "[", "ord", "(", "c", ")", "for", "c", "in", "in_data", "]", "register...

36.586207

15.068966

def get_impls(interfaces): """Get impls from their interfaces.""" if interfaces is None: return None elif isinstance(interfaces, Mapping): return {name: interfaces[name]._impl for name in interfaces} elif isinstance(interfaces, Sequence): return [interfaces._impl for interfaces...

[ "def", "get_impls", "(", "interfaces", ")", ":", "if", "interfaces", "is", "None", ":", "return", "None", "elif", "isinstance", "(", "interfaces", ",", "Mapping", ")", ":", "return", "{", "name", ":", "interfaces", "[", "name", "]", ".", "_impl", "for", ...

28.153846

20.153846

def refill(self, from_address, to_address, nfees, ntokens, password, min_confirmations=6, sync=False): """ Refill wallets with the necessary fuel to perform spool transactions Args: from_address (Tuple[str]): Federation wallet address. Fuels the wallets with tokens and fees. All tra...

[ "def", "refill", "(", "self", ",", "from_address", ",", "to_address", ",", "nfees", ",", "ntokens", ",", "password", ",", "min_confirmations", "=", "6", ",", "sync", "=", "False", ")", ":", "path", ",", "from_address", "=", "from_address", "verb", "=", "...

62.733333

39.133333

def get_index(self, value): """ Return the index (or indices) of the given value (or values) in `state_values`. Parameters ---------- value Value(s) to get the index (indices) for. Returns ------- idx : int or ndarray(int) ...

[ "def", "get_index", "(", "self", ",", "value", ")", ":", "if", "self", ".", "state_values", "is", "None", ":", "state_values_ndim", "=", "1", "else", ":", "state_values_ndim", "=", "self", ".", "state_values", ".", "ndim", "values", "=", "np", ".", "asar...

29.441176

18.5

def replace_random_tokens_bow(self, n_samples, # type: int replacement='', # type: str random_state=None, min_replace=1, # type: Union[int, float] ...

[ "def", "replace_random_tokens_bow", "(", "self", ",", "n_samples", ",", "# type: int", "replacement", "=", "''", ",", "# type: str", "random_state", "=", "None", ",", "min_replace", "=", "1", ",", "# type: Union[int, float]", "max_replace", "=", "1.0", ",", "# typ...

52.242424

20.606061

def r_large(self, x, r0): """ Approximate trajectory function for large (:math:`r_0 > \\sigma_r`) oscillations. """ return r0*_np.cos(x*self.omega_big(r0))

[ "def", "r_large", "(", "self", ",", "x", ",", "r0", ")", ":", "return", "r0", "*", "_np", ".", "cos", "(", "x", "*", "self", ".", "omega_big", "(", "r0", ")", ")" ]

36.6

14.2

def reset(self): """Remove all the information from previous dataset before loading a new dataset. """ # store current dataset max_dataset_history = self.value('max_dataset_history') keep_recent_datasets(max_dataset_history, self.info) # reset all the widgets ...

[ "def", "reset", "(", "self", ")", ":", "# store current dataset", "max_dataset_history", "=", "self", ".", "value", "(", "'max_dataset_history'", ")", "keep_recent_datasets", "(", "max_dataset_history", ",", "self", ".", "info", ")", "# reset all the widgets", "self",...

29.411765

16.058824

def list_user_participants(self, appointment_group, **kwargs): """ List user participants in this appointment group. .. warning:: .. deprecated:: 0.10.0 Use :func:`canvasapi. canvas.Canvas.get_user_participants` instead. :calls: `GET /api/v1/appointment_grou...

[ "def", "list_user_participants", "(", "self", ",", "appointment_group", ",", "*", "*", "kwargs", ")", ":", "warnings", ".", "warn", "(", "\"`list_user_participants` is being deprecated and will be removed in a future version.\"", "\" Use `get_user_participants` instead\"", ",", ...

42.956522

30.26087

def create_menu(self, menu_data): """ 创建自定义菜单 :: # -*- coding: utf-8 -*- wechat = WechatBasic(appid='appid', appsecret='appsecret') wechat.create_menu({ 'button':[ { 'type': 'click', ...

[ "def", "create_menu", "(", "self", ",", "menu_data", ")", ":", "menu_data", "=", "self", ".", "_transcoding_dict", "(", "menu_data", ")", "return", "self", ".", "request", ".", "post", "(", "url", "=", "'https://api.weixin.qq.com/cgi-bin/menu/create'", ",", "dat...

34.693878

13.102041

def _get_dbid2goids(associations): """Return gene2go data for user-specified taxids.""" id2gos = cx.defaultdict(set) for ntd in associations: id2gos[ntd.DB_ID].add(ntd.GO_ID) return dict(id2gos)

[ "def", "_get_dbid2goids", "(", "associations", ")", ":", "id2gos", "=", "cx", ".", "defaultdict", "(", "set", ")", "for", "ntd", "in", "associations", ":", "id2gos", "[", "ntd", ".", "DB_ID", "]", ".", "add", "(", "ntd", ".", "GO_ID", ")", "return", ...

38.833333

5.833333

def parse_pair_results(data, sample, res): """ parse results from cutadapt for paired data""" LOGGER.info("in parse pair mod results\n%s", res) ## set default values sample.stats_dfs.s2["trim_adapter_bp_read1"] = 0 sample.stats_dfs.s2["trim_adapter_bp_read2"] = 0 sample.stats_dfs.s2["trim...

[ "def", "parse_pair_results", "(", "data", ",", "sample", ",", "res", ")", ":", "LOGGER", ".", "info", "(", "\"in parse pair mod results\\n%s\"", ",", "res", ")", "## set default values", "sample", ".", "stats_dfs", ".", "s2", "[", "\"trim_adapter_bp_read1\"", "]",...

39.560606

19.924242

def configure_sbi(self, sbi_config: dict, schema_path: str = None): """Add a new SBI to the database associated with this subarray. Args: sbi_config (dict): SBI configuration. schema_path (str, optional): Path to the SBI config schema. """ if not self.active: ...

[ "def", "configure_sbi", "(", "self", ",", "sbi_config", ":", "dict", ",", "schema_path", ":", "str", "=", "None", ")", ":", "if", "not", "self", ".", "active", ":", "raise", "RuntimeError", "(", "\"Unable to add SBIs to inactive subarray!\"", ")", "sbi_config", ...

40.071429

20.214286

def _export_table(dataset, column_names=None, byteorder="=", shuffle=False, selection=False, progress=None, virtual=True, sort=None, ascending=True): """ :param DatasetLocal dataset: dataset to export :param str path: path for file :param lis[str] column_names: list of column names to export or None for...

[ "def", "_export_table", "(", "dataset", ",", "column_names", "=", "None", ",", "byteorder", "=", "\"=\"", ",", "shuffle", "=", "False", ",", "selection", "=", "False", ",", "progress", "=", "None", ",", "virtual", "=", "True", ",", "sort", "=", "None", ...

41.972603

22.547945

def _set_dpi_awareness(self): """ Set DPI aware to capture full screen on Hi-DPI monitors. """ version = sys.getwindowsversion()[:2] # pylint: disable=no-member if version >= (6, 3): # Windows 8.1+ # Here 2 = PROCESS_PER_MONITOR_DPI_AWARE, which means: # ...

[ "def", "_set_dpi_awareness", "(", "self", ")", ":", "version", "=", "sys", ".", "getwindowsversion", "(", ")", "[", ":", "2", "]", "# pylint: disable=no-member", "if", "version", ">=", "(", "6", ",", "3", ")", ":", "# Windows 8.1+", "# Here 2 = PROCESS_PER_MON...

51.857143

20.428571

def thing_type_exists(thingTypeName, region=None, key=None, keyid=None, profile=None): ''' Given a thing type name, check to see if the given thing type exists Returns True if the given thing type exists and returns False if the given thing type does not exist. .. versionadded:: 2016.1...

[ "def", "thing_type_exists", "(", "thingTypeName", ",", "region", "=", "None", ",", "key", "=", "None", ",", "keyid", "=", "None", ",", "profile", "=", "None", ")", ":", "try", ":", "conn", "=", "_get_conn", "(", "region", "=", "region", ",", "key", "...

30.5

23.966667

def get_groups_of_account_apikey(self, account_id, api_key, **kwargs): # noqa: E501 """Get groups of the API key. # noqa: E501 An endpoint for retrieving groups of the API key. **Example usage:** `curl https://api.us-east-1.mbedcloud.com/v3/accounts/{accountID}/api-keys/{apiKey}/groups -H 'Authoriz...

[ "def", "get_groups_of_account_apikey", "(", "self", ",", "account_id", ",", "api_key", ",", "*", "*", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'asynchronous'", ")", ":", ...

63.076923

35.153846

def dist_abs(self, src, tar, max_offset=5, max_distance=0): """Return the "common" Sift4 distance between two terms. Parameters ---------- src : str Source string for comparison tar : str Target string for comparison max_offset : int T...

[ "def", "dist_abs", "(", "self", ",", "src", ",", "tar", ",", "max_offset", "=", "5", ",", "max_distance", "=", "0", ")", ":", "if", "not", "src", ":", "return", "len", "(", "tar", ")", "if", "not", "tar", ":", "return", "len", "(", "src", ")", ...

31.117117

17.990991

def get_mapping_format(self): """Dictating the corresponding mapping to the format.""" if self.format == DataFormat.json or self.format == DataFormat.avro: return self.format.name else: return DataFormat.csv.name

[ "def", "get_mapping_format", "(", "self", ")", ":", "if", "self", ".", "format", "==", "DataFormat", ".", "json", "or", "self", ".", "format", "==", "DataFormat", ".", "avro", ":", "return", "self", ".", "format", ".", "name", "else", ":", "return", "D...

42.5

13.5

def get_min_max_mag(self): """ :returns: minumum and maximum magnitudes from the underlying MFDs """ m1s, m2s = [], [] for mfd in self: m1, m2 = mfd.get_min_max_mag() m1s.append(m1) m2s.append(m2) return min(m1s), max(m2s)

[ "def", "get_min_max_mag", "(", "self", ")", ":", "m1s", ",", "m2s", "=", "[", "]", ",", "[", "]", "for", "mfd", "in", "self", ":", "m1", ",", "m2", "=", "mfd", ".", "get_min_max_mag", "(", ")", "m1s", ".", "append", "(", "m1", ")", "m2s", ".", ...

29.7

11.5

def lilypond(point): """ Generate lilypond representation for a point """ #If lilypond already computed, leave as is if "lilypond" in point: return point #Defaults: pitch_string = "" octave_string = "" duration_string = "" preamble = "" dynamic_string = "" if "pi...

[ "def", "lilypond", "(", "point", ")", ":", "#If lilypond already computed, leave as is", "if", "\"lilypond\"", "in", "point", ":", "return", "point", "#Defaults:", "pitch_string", "=", "\"\"", "octave_string", "=", "\"\"", "duration_string", "=", "\"\"", "preamble", ...

29.62069

16.758621

def _set_advertisement_interval(self, v, load=False): """ Setter method for advertisement_interval, mapped from YANG variable /routing_system/router/router_bgp/address_family/ipv4/ipv4_unicast/af_vrf/neighbor/af_ipv4_vrf_neighbor_address_holder/af_ipv4_neighbor_addr/advertisement_interval (container) If thi...

[ "def", "_set_advertisement_interval", "(", "self", ",", "v", ",", "load", "=", "False", ")", ":", "if", "hasattr", "(", "v", ",", "\"_utype\"", ")", ":", "v", "=", "v", ".", "_utype", "(", "v", ")", "try", ":", "t", "=", "YANGDynClass", "(", "v", ...

94.090909

47.272727

def predict( self, user_ids, item_ids, item_features=None, user_features=None, num_threads=1 ): """ Compute the recommendation score for user-item pairs. For details on how to use feature matrices, see the documentation on the :class:`lightfm.LightFM` class. Argumen...

[ "def", "predict", "(", "self", ",", "user_ids", ",", "item_ids", ",", "item_features", "=", "None", ",", "user_features", "=", "None", ",", "num_threads", "=", "1", ")", ":", "self", ".", "_check_initialized", "(", ")", "if", "not", "isinstance", "(", "u...

36.117647

23.882353

def new_event(event): """ Wrap a raw gRPC event in a friendlier containing class. This picks the appropriate class from one of PutEvent or DeleteEvent and returns a new instance. """ op_name = event.EventType.DESCRIPTOR.values_by_number[event.type].name if op_name == 'PUT': cls = Pu...

[ "def", "new_event", "(", "event", ")", ":", "op_name", "=", "event", ".", "EventType", ".", "DESCRIPTOR", ".", "values_by_number", "[", "event", ".", "type", "]", ".", "name", "if", "op_name", "==", "'PUT'", ":", "cls", "=", "PutEvent", "elif", "op_name"...

27.6875

19.5625

def shareItem(sharedItem, toRole=None, toName=None, shareID=None, interfaces=ALL_IMPLEMENTED): """ Share an item with a given role. This provides a way to expose items to users for later retrieval with L{Role.getShare}. This API is slated for deprecation. Prefer L{Role.shareItem} in new...

[ "def", "shareItem", "(", "sharedItem", ",", "toRole", "=", "None", ",", "toName", "=", "None", ",", "shareID", "=", "None", ",", "interfaces", "=", "ALL_IMPLEMENTED", ")", ":", "warnings", ".", "warn", "(", "\"Use Role.shareItem() instead of sharing.shareItem().\"...

39.342857

24.257143

def notify(self, name, job): """ Concrete method of Subject.notify(). Notify to change the status of Subject for observer. This method call Observer.update(). In this program, ConfigReader.notify() call JobObserver.update(). For exmaple, register threads.redis.ConcreateJo...

[ "def", "notify", "(", "self", ",", "name", ",", "job", ")", ":", "for", "observer", "in", "self", ".", "_observers", ":", "observer", ".", "update", "(", "name", ",", "job", ")" ]

42.5

11.1

def passwordReset1to2(old): """ Power down and delete the item """ new = old.upgradeVersion(old.typeName, 1, 2, installedOn=None) for iface in new.store.interfacesFor(new): new.store.powerDown(new, iface) new.deleteFromStore()

[ "def", "passwordReset1to2", "(", "old", ")", ":", "new", "=", "old", ".", "upgradeVersion", "(", "old", ".", "typeName", ",", "1", ",", "2", ",", "installedOn", "=", "None", ")", "for", "iface", "in", "new", ".", "store", ".", "interfacesFor", "(", "...

31.375

8.375

def send(self, group_id=None, message_dict=None): """ Send this current message to a group. `message_dict` can be a dictionary formatted according to http://docs.fiesta.cc/list-management-api.html#messages If message is provided, this method will ignore object-level variables. "...

[ "def", "send", "(", "self", ",", "group_id", "=", "None", ",", "message_dict", "=", "None", ")", ":", "if", "self", ".", "group", "is", "not", "None", "and", "self", ".", "group", ".", "id", "is", "not", "None", ":", "group_id", "=", "self", ".", ...

34.138889

20.194444

def _set_task_uuid(self, dependencies): """Adds universally unique user ids (UUID) to each task of the workflow. :param dependencies: The list of dependencies between tasks defining the computational graph :type dependencies: list(Dependency) :return: A dictionary mapping UUID to d...

[ "def", "_set_task_uuid", "(", "self", ",", "dependencies", ")", ":", "uuid_dict", "=", "{", "}", "for", "dep", "in", "dependencies", ":", "task", "=", "dep", ".", "task", "if", "task", ".", "private_task_config", ".", "uuid", "in", "uuid_dict", ":", "rai...

42.944444

21.222222

def from_status(cls, http_status, code_index=0, message=None, developer_message=None, meta=None): # type: (HTTPStatus, int, AnyStr, AnyStr, dict) -> Error """ Automatically build an HTTP response from the HTTP Status code. :param http_status: :param code_index: ...

[ "def", "from_status", "(", "cls", ",", "http_status", ",", "code_index", "=", "0", ",", "message", "=", "None", ",", "developer_message", "=", "None", ",", "meta", "=", "None", ")", ":", "# type: (HTTPStatus, int, AnyStr, AnyStr, dict) -> Error", "return", "cls", ...

37.235294

19.117647

def detail(self): """ 个人信息,如果未调用过``get_detail()``会自动调用 :return: information of student :rtype: dict """ if hasattr(self, '_detail'): return self._detail else: self.get_detail() return self._detail

[ "def", "detail", "(", "self", ")", ":", "if", "hasattr", "(", "self", ",", "'_detail'", ")", ":", "return", "self", ".", "_detail", "else", ":", "self", ".", "get_detail", "(", ")", "return", "self", ".", "_detail" ]

23.166667

12

def get_top_sentences(self): ''' getter ''' if isinstance(self.__top_sentences, int) is False: raise TypeError("The type of __top_sentences must be int.") return self.__top_sentences

[ "def", "get_top_sentences", "(", "self", ")", ":", "if", "isinstance", "(", "self", ".", "__top_sentences", ",", "int", ")", "is", "False", ":", "raise", "TypeError", "(", "\"The type of __top_sentences must be int.\"", ")", "return", "self", ".", "__top_sentences...

42.8

16.8

def rgb_tuple_from_str(color_string): """Convert color in format 'rgb(RRR,GGG,BBB)', 'rgba(RRR,GGG,BBB,alpha)', '#RRGGBB', or limited English color name (eg 'red') to tuple (RRR, GGG, BBB) """ try: # English color names (limited) rgb_string = common_html_colors[color_string] re...

[ "def", "rgb_tuple_from_str", "(", "color_string", ")", ":", "try", ":", "# English color names (limited)", "rgb_string", "=", "common_html_colors", "[", "color_string", "]", "return", "tuple", "(", "[", "float", "(", "x", ")", "for", "x", "in", "re", ".", "fin...

41.263158

19.684211

def evaluate(self, text): """ Given a string of `text`, compute confusion matrix for the classification task. """ cx = BinaryConfusion() for (L, P, R, gold, _) in Detector.candidates(text): guess = self.predict(L, P, R) cx.update(gold, guess) ...

[ "def", "evaluate", "(", "self", ",", "text", ")", ":", "cx", "=", "BinaryConfusion", "(", ")", "for", "(", "L", ",", "P", ",", "R", ",", "gold", ",", "_", ")", "in", "Detector", ".", "candidates", "(", "text", ")", ":", "guess", "=", "self", "....

38.357143

13.357143

def _numeric_summary(arg, exact_nunique=False, prefix=None): """ Compute a set of summary metrics from the input numeric value expression Parameters ---------- arg : numeric value expression exact_nunique : boolean, default False prefix : string, default None String prefix for metric ...

[ "def", "_numeric_summary", "(", "arg", ",", "exact_nunique", "=", "False", ",", "prefix", "=", "None", ")", ":", "metrics", "=", "[", "arg", ".", "count", "(", ")", ",", "arg", ".", "isnull", "(", ")", ".", "sum", "(", ")", ".", "name", "(", "'nu...

25.516129

20.612903

def RCL(input_shape, rec_conv_layers, dense_layers, output_layer=[1, 'sigmoid'], padding='same', optimizer='adam', loss='binary_crossentropy'): """Summary Args: input_shape (tuple): The shape of the input layer. output_nodes (int): Number of...

[ "def", "RCL", "(", "input_shape", ",", "rec_conv_layers", ",", "dense_layers", ",", "output_layer", "=", "[", "1", ",", "'sigmoid'", "]", ",", "padding", "=", "'same'", ",", "optimizer", "=", "'adam'", ",", "loss", "=", "'binary_crossentropy'", ")", ":", "...

37.774194

20.274194

def run(self, ipyclient=None, ): """ Run a batch of dstat tests on a list of tests, where each test is a dictionary mapping sample names to {p1 - p4} (and sometimes p5). Parameters modifying the behavior of the run, such as the number of bootstrap replicates (n...

[ "def", "run", "(", "self", ",", "ipyclient", "=", "None", ",", ")", ":", "self", ".", "results_table", ",", "self", ".", "results_boots", "=", "batch", "(", "self", ",", "ipyclient", ")", "## skip this for 5-part test results", "if", "not", "isinstance", "("...

41.714286

23.047619

def heatmap_seaborn(dfr, outfilename=None, title=None, params=None): """Returns seaborn heatmap with cluster dendrograms. - dfr - pandas DataFrame with relevant data - outfilename - path to output file (indicates output format) """ # Decide on figure layout size: a minimum size is required for ...

[ "def", "heatmap_seaborn", "(", "dfr", ",", "outfilename", "=", "None", ",", "title", "=", "None", ",", "params", "=", "None", ")", ":", "# Decide on figure layout size: a minimum size is required for", "# aesthetics, and a maximum to avoid core dumps on rendering.", "# If we ...

34

19.921053

def from_page_xml(cls, page_xml): """ Constructs a :class:`~mwxml.iteration.dump.Dump` from a <page> block. :Parameters: page_xml : `str` | `file` Either a plain string or a file containing <page> block XML to process """ header = """ ...

[ "def", "from_page_xml", "(", "cls", ",", "page_xml", ")", ":", "header", "=", "\"\"\"\n <mediawiki xmlns=\"http://www.mediawiki.org/xml/export-0.5/\"\n xmlns:xsi=\"http://www.w3.org/2001/XMLSchema-instance\"\n xsi:schemaLocation=\"http://www.mediawiki.o...

36.136364

21.545455

def stop_volume(name, force=False): ''' Stop a gluster volume name Volume name force Force stop the volume .. versionadded:: 2015.8.4 CLI Example: .. code-block:: bash salt '*' glusterfs.stop_volume mycluster ''' volinfo = info() if name not in v...

[ "def", "stop_volume", "(", "name", ",", "force", "=", "False", ")", ":", "volinfo", "=", "info", "(", ")", "if", "name", "not", "in", "volinfo", ":", "log", ".", "error", "(", "'Cannot stop non-existing volume %s'", ",", "name", ")", "return", "False", "...

19.967742

23.903226

def rename_tables(db, table_mapping, reverse=False): """ renames tables from source to destination name, if the source exists and the destination does not exist yet. """ from django.db import connection if reverse: table_mapping = [(dst, src) for src, dst in table_mapping] table_name...

[ "def", "rename_tables", "(", "db", ",", "table_mapping", ",", "reverse", "=", "False", ")", ":", "from", "django", ".", "db", "import", "connection", "if", "reverse", ":", "table_mapping", "=", "[", "(", "dst", ",", "src", ")", "for", "src", ",", "dst"...

51.933333

23.133333

def warning_implicit_type(lineno, id_, type_=None): """ Warning: Using default implicit type 'x' """ if OPTIONS.strict.value: syntax_error_undeclared_type(lineno, id_) return if type_ is None: type_ = global_.DEFAULT_TYPE warning(lineno, "Using default implicit type '%s' fo...

[ "def", "warning_implicit_type", "(", "lineno", ",", "id_", ",", "type_", "=", "None", ")", ":", "if", "OPTIONS", ".", "strict", ".", "value", ":", "syntax_error_undeclared_type", "(", "lineno", ",", "id_", ")", "return", "if", "type_", "is", "None", ":", ...

30.272727

18.181818

def find_best_instruction(addr, cpu_name, meta=None): """Given an instruction and meta information this attempts to find the best instruction for the frame. In some circumstances we can fix it up a bit to improve the accuracy. For more information see `symbolize_frame`. """ addr = rv = parse_a...

[ "def", "find_best_instruction", "(", "addr", ",", "cpu_name", ",", "meta", "=", "None", ")", ":", "addr", "=", "rv", "=", "parse_addr", "(", "addr", ")", "# In case we're not on the crashing frame we apply a simple heuristic:", "# since we're most likely dealing with return...

46.7

21.133333

def _c_base_var(self): """Return the name of the module base variable.""" if self.opts.no_structs: return self.name return 'windll->{}.{}'.format( self.name, self.opts.base )

[ "def", "_c_base_var", "(", "self", ")", ":", "if", "self", ".", "opts", ".", "no_structs", ":", "return", "self", ".", "name", "return", "'windll->{}.{}'", ".", "format", "(", "self", ".", "name", ",", "self", ".", "opts", ".", "base", ")" ]

32

10.571429

def booklet_nup_pdf(input_filename: str, output_filename: str, latex_paper_size: str = LATEX_PAPER_SIZE_A4) -> str: """ Takes a PDF (e.g. A4) and makes a 2x1 booklet (e.g. 2xA5 per A4). The booklet can be folded like a book and the final pages will be in order. Returns the output fil...

[ "def", "booklet_nup_pdf", "(", "input_filename", ":", "str", ",", "output_filename", ":", "str", ",", "latex_paper_size", ":", "str", "=", "LATEX_PAPER_SIZE_A4", ")", "->", "str", ":", "log", ".", "info", "(", "\"Creating booklet\"", ")", "log", ".", "debug", ...

38.636364

14.515152

def get_many(self, content_id_list): '''Yield (content_id, data) tuples for ids in list. As with :meth:`get`, if a content_id in the list is missing, then it is yielded with a data value of `None`. :type content_id_list: list<str> :rtype: yields tuple(str, :class:`dossier.fc.Fe...

[ "def", "get_many", "(", "self", ",", "content_id_list", ")", ":", "content_id_keys", "=", "[", "tuplify", "(", "x", ")", "for", "x", "in", "content_id_list", "]", "for", "row", "in", "self", ".", "kvl", ".", "get", "(", "self", ".", "TABLE", ",", "*"...

37.058824

19.294118

def theta_limit(theta): """ Angle theta is periodic with period pi. Constrain theta such that -pi/2<theta<=pi/2. Parameters ---------- theta : float Input angle. Returns ------- theta : float Rotate angle. """ while theta <= -1 * np.pi / 2: theta += ...

[ "def", "theta_limit", "(", "theta", ")", ":", "while", "theta", "<=", "-", "1", "*", "np", ".", "pi", "/", "2", ":", "theta", "+=", "np", ".", "pi", "while", "theta", ">", "np", ".", "pi", "/", "2", ":", "theta", "-=", "np", ".", "pi", "retur...

18.75

19.05

def addBlock(self,branch=None,btype=None,mtype=None,attributes=None): ''' Add block definition to list of blocks in material Order for list entry: branch level (0=root), block type (material,solid,fluid,etc.), matid (integer if root, False otherwise), material name (string if root, F...

[ "def", "addBlock", "(", "self", ",", "branch", "=", "None", ",", "btype", "=", "None", ",", "mtype", "=", "None", ",", "attributes", "=", "None", ")", ":", "if", "branch", "==", "0", ":", "attributes", "=", "self", ".", "attributes", "blk", "=", "{...

45.285714

25.857143

def sanitize_for_archive(url, headers, payload): """Sanitize payload of a HTTP request by removing the token information before storing/retrieving archived items :param: url: HTTP url request :param: headers: HTTP headers request :param: payload: HTTP payload request :r...

[ "def", "sanitize_for_archive", "(", "url", ",", "headers", ",", "payload", ")", ":", "if", "DiscourseClient", ".", "PKEY", "in", "payload", ":", "payload", ".", "pop", "(", "DiscourseClient", ".", "PKEY", ")", "return", "url", ",", "headers", ",", "payload...

35.142857

12.571429

def to_mesh(self): """ Return a copy of the Primitive object as a Trimesh object. """ result = Trimesh(vertices=self.vertices.copy(), faces=self.faces.copy(), face_normals=self.face_normals.copy(), process=False) ...

[ "def", "to_mesh", "(", "self", ")", ":", "result", "=", "Trimesh", "(", "vertices", "=", "self", ".", "vertices", ".", "copy", "(", ")", ",", "faces", "=", "self", ".", "faces", ".", "copy", "(", ")", ",", "face_normals", "=", "self", ".", "face_no...

37

12.777778

def _assemble_flowtable(self, values): """ generate a flowtable from a tuple of descriptors. """ values = map(lambda x: [] if x is None else x, values) src = values[0] + values[1] dst = values[2] + values[3] thistable = dict() for s in src: thistable[...

[ "def", "_assemble_flowtable", "(", "self", ",", "values", ")", ":", "values", "=", "map", "(", "lambda", "x", ":", "[", "]", "if", "x", "is", "None", "else", "x", ",", "values", ")", "src", "=", "values", "[", "0", "]", "+", "values", "[", "1", ...

31.181818

12.090909

def qtag(tag): """ Return fully qualified (Clark notation) tagname corresponding to short-form prefixed tagname *tag*. """ prefix, tagroot = tag.split(':') uri = nsmap[prefix] return '{%s}%s' % (uri, tagroot)

[ "def", "qtag", "(", "tag", ")", ":", "prefix", ",", "tagroot", "=", "tag", ".", "split", "(", "':'", ")", "uri", "=", "nsmap", "[", "prefix", "]", "return", "'{%s}%s'", "%", "(", "uri", ",", "tagroot", ")" ]

28.625

10.125

def model_counts_map(self, name=None, exclude=None, use_mask=False): """Return the model counts map for a single source, a list of sources, or for the sum of all sources in the ROI. The exclude parameter can be used to exclude one or more components when generating the model map. ...

[ "def", "model_counts_map", "(", "self", ",", "name", "=", "None", ",", "exclude", "=", "None", ",", "use_mask", "=", "False", ")", ":", "maps", "=", "[", "c", ".", "model_counts_map", "(", "name", ",", "exclude", ",", "use_mask", "=", "use_mask", ")", ...

35.322581

22.677419

def _check_and_execute(func, *args, **kwargs): """ Check the type of all parameters with type information, converting as appropriate and then execute the function. """ convargs = [] #Convert and validate all arguments for i, arg in enumerate(args): val = func.metadata.convert_posit...

[ "def", "_check_and_execute", "(", "func", ",", "*", "args", ",", "*", "*", "kwargs", ")", ":", "convargs", "=", "[", "]", "#Convert and validate all arguments", "for", "i", ",", "arg", "in", "enumerate", "(", "args", ")", ":", "val", "=", "func", ".", ...

32.772727

23.5

def _QueryHash(self, digest): """Queries the Viper Server for a specfic hash. Args: digest (str): hash to look up. Returns: dict[str, object]: JSON response or None on error. """ if not self._url: self._url = '{0:s}://{1:s}:{2:d}/file/find'.format( self._protocol, self....

[ "def", "_QueryHash", "(", "self", ",", "digest", ")", ":", "if", "not", "self", ".", "_url", ":", "self", ".", "_url", "=", "'{0:s}://{1:s}:{2:d}/file/find'", ".", "format", "(", "self", ".", "_protocol", ",", "self", ".", "_host", ",", "self", ".", "_...

26.64

20.64

def logp_gradient(variable, calculation_set=None): """ Calculates the gradient of the joint log posterior with respect to variable. Calculation of the log posterior is restricted to the variables in calculation_set. """ return variable.logp_partial_gradient(variable, calculation_set) + sum( ...

[ "def", "logp_gradient", "(", "variable", ",", "calculation_set", "=", "None", ")", ":", "return", "variable", ".", "logp_partial_gradient", "(", "variable", ",", "calculation_set", ")", "+", "sum", "(", "[", "child", ".", "logp_partial_gradient", "(", "variable"...

57.428571

26.857143

def add_exception(self, exception, stack, remote=False): """ Add an exception to trace entities. :param Exception exception: the catched exception. :param list stack: the output from python built-in `traceback.extract_stack()`. :param bool remote: If False it means i...

[ "def", "add_exception", "(", "self", ",", "exception", ",", "stack", ",", "remote", "=", "False", ")", ":", "self", ".", "_check_ended", "(", ")", "self", ".", "add_fault_flag", "(", ")", "if", "hasattr", "(", "exception", ",", "'_recorded'", ")", ":", ...

34.227273

17.136364