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

text stringlengths 75 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 0.18
def skip_cycles(self) -> int: """The number of cycles dedicated to skips.""" return sum((int(re.sub(r'\D', '', op)) for op in self.skip_tokens))	[ "def", "skip_cycles", "(", "self", ")", "->", "int", ":", "return", "sum", "(", "(", "int", "(", "re", ".", "sub", "(", "r'\\D'", ",", "''", ",", "op", ")", ")", "for", "op", "in", "self", ".", "skip_tokens", ")", ")" ]	52.666667	0.0125
def block17(net, scale=1.0, activation_fn=tf.nn.relu, scope=None, reuse=None): """Builds the 17x17 resnet block.""" with tf.variable_scope(scope, 'Block17', [net], reuse=reuse): with tf.variable_scope('Branch_0'): tower_conv = slim.conv2d(net, 192, 1, scope='Conv2d_1x1') with tf.variable_scope('Branch...	[ "def", "block17", "(", "net", ",", "scale", "=", "1.0", ",", "activation_fn", "=", "tf", ".", "nn", ".", "relu", ",", "scope", "=", "None", ",", "reuse", "=", "None", ")", ":", "with", "tf", ".", "variable_scope", "(", "scope", ",", "'Block17'", ",...	50.111111	0.009793
def lognormcdf(x, mu, tau): """Log-normal cumulative density function""" x = np.atleast_1d(x) return np.array( [0.5 * (1 - flib.derf(-(np.sqrt(tau / 2)) * (np.log(y) - mu))) for y in x])	[ "def", "lognormcdf", "(", "x", ",", "mu", ",", "tau", ")", ":", "x", "=", "np", ".", "atleast_1d", "(", "x", ")", "return", "np", ".", "array", "(", "[", "0.5", "*", "(", "1", "-", "flib", ".", "derf", "(", "-", "(", "np", ".", "sqrt", "(",...	40.4	0.009709
def magfit(logfile): '''find best magnetometer offset fit to a log file''' print("Processing log %s" % filename) mlog = mavutil.mavlink_connection(filename, notimestamps=args.notimestamps) flying = False gps_heading = 0.0 data = [] # get the current mag offsets m = mlog.recv_match(typ...	[ "def", "magfit", "(", "logfile", ")", ":", "print", "(", "\"Processing log %s\"", "%", "filename", ")", "mlog", "=", "mavutil", ".", "mavlink_connection", "(", "filename", ",", "notimestamps", "=", "args", ".", "notimestamps", ")", "flying", "=", "False", "g...	37.375	0.002173
def get_metric(self, timestamp): """Get a metric including all current time series. Get a :class:`opencensus.metrics.export.metric.Metric` with one :class:`opencensus.metrics.export.time_series.TimeSeries` for each set of label values with a recorded measurement. Each `TimeSeries` ...	[ "def", "get_metric", "(", "self", ",", "timestamp", ")", ":", "if", "not", "self", ".", "points", ":", "return", "None", "with", "self", ".", "_points_lock", ":", "ts_list", "=", "get_timeseries_list", "(", "self", ".", "points", ",", "timestamp", ")", "...	42.6	0.002296
def list_job(jid, ext_source=None, display_progress=False): ''' List a specific job given by its jid ext_source If provided, specifies which external job cache to use. display_progress : False If ``True``, fire progress events. .. versionadded:: 2015.8.8 CLI Example: ...	[ "def", "list_job", "(", "jid", ",", "ext_source", "=", "None", ",", "display_progress", "=", "False", ")", ":", "ret", "=", "{", "'jid'", ":", "jid", "}", "mminion", "=", "salt", ".", "minion", ".", "MasterMinion", "(", "__opts__", ")", "returner", "="...	28.5	0.000771
def unravel(txt, binding, msgtype="response"): """ Will unpack the received text. Depending on the context the original response may have been transformed before transmission. :param txt: :param binding: :param msgtype: :return: """ # logger.debug...	[ "def", "unravel", "(", "txt", ",", "binding", ",", "msgtype", "=", "\"response\"", ")", ":", "# logger.debug(\"unravel '%s'\", txt)", "if", "binding", "not", "in", "[", "BINDING_HTTP_REDIRECT", ",", "BINDING_HTTP_POST", ",", "BINDING_SOAP", ",", "BINDING_URI", ",", ...	40.90625	0.001493
def get_upper_triangle(correlation_matrix): ''' Extract upper triangle from a square matrix. Negative values are set to 0. Args: correlation_matrix (pandas df): Correlations between all replicates Returns: upper_tri_df (pandas df): Upper triangle extracted from correlation_matrix; rid ...	[ "def", "get_upper_triangle", "(", "correlation_matrix", ")", ":", "upper_triangle", "=", "correlation_matrix", ".", "where", "(", "np", ".", "triu", "(", "np", ".", "ones", "(", "correlation_matrix", ".", "shape", ")", ",", "k", "=", "1", ")", ".", "astype...	36.72	0.002123
def popen_uci(cls, command: Union[str, List[str]], , timeout: Optional[float] = 10.0, debug: bool = False, setpgrp: bool = False, *popen_args: Any) -> "SimpleEngine": """ Spawns and initializes an UCI engine. Returns a :class:`~chess.engine.SimpleEngine` instance. """ return cl...	[ "def", "popen_uci", "(", "cls", ",", "command", ":", "Union", "[", "str", ",", "List", "[", "str", "]", "]", ",", "*", ",", "timeout", ":", "Optional", "[", "float", "]", "=", "10.0", ",", "debug", ":", "bool", "=", "False", ",", "setpgrp", ":", ...	67.5	0.009756
def get_ip_address_info(ip_address, cache=None, nameservers=None, timeout=2.0, parallel=False): """ Returns reverse DNS and country information for the given IP address Args: ip_address (str): The IP address to check cache (ExpiringDict): Cache storage namese...	[ "def", "get_ip_address_info", "(", "ip_address", ",", "cache", "=", "None", ",", "nameservers", "=", "None", ",", "timeout", "=", "2.0", ",", "parallel", "=", "False", ")", ":", "ip_address", "=", "ip_address", ".", "lower", "(", ")", "if", "cache", ":",...	34.222222	0.000789
def zoomTo(self, bbox): 'set visible area to bbox, maintaining aspectRatio if applicable' self.fixPoint(self.plotviewBox.xymin, bbox.xymin) self.zoomlevel=max(bbox.w/self.canvasBox.w, bbox.h/self.canvasBox.h)	[ "def", "zoomTo", "(", "self", ",", "bbox", ")", ":", "self", ".", "fixPoint", "(", "self", ".", "plotviewBox", ".", "xymin", ",", "bbox", ".", "xymin", ")", "self", ".", "zoomlevel", "=", "max", "(", "bbox", ".", "w", "/", "self", ".", "canvasBox",...	57.25	0.012931
def transcribe(records, transcribe): """ Perform transcription or back-transcription. transcribe must be one of the following: dna2rna rna2dna """ logging.info('Applying _transcribe generator: ' 'operation to perform is ' + transcribe + '.') for record in records...	[ "def", "transcribe", "(", "records", ",", "transcribe", ")", ":", "logging", ".", "info", "(", "'Applying _transcribe generator: '", "'operation to perform is '", "+", "transcribe", "+", "'.'", ")", "for", "record", "in", "records", ":", "sequence", "=", "str", ...	37.666667	0.001233
def deleteSNPs(setName) : """deletes a set of polymorphisms""" con = conf.db try : SMaster = SNPMaster(setName = setName) con.beginTransaction() SNPType = SMaster.SNPType con.delete(SNPType, 'setName = ?', (setName,)) SMaster.delete() con.endTransaction() except KeyError : raise KeyError("Can't delete...	[ "def", "deleteSNPs", "(", "setName", ")", ":", "con", "=", "conf", ".", "db", "try", ":", "SMaster", "=", "SNPMaster", "(", "setName", "=", "setName", ")", "con", ".", "beginTransaction", "(", ")", "SNPType", "=", "SMaster", ".", "SNPType", "con", ".",...	37.266667	0.04014
def parse_slab_stats(slab_stats): """Convert output from memcached's `stats slabs` into a Python dict. Newlines are returned by memcached along with carriage returns (i.e. '\r\n'). >>> parse_slab_stats( "STAT 1:chunk_size 96\r\nSTAT 1:chunks_per_page 10922\r\nSTAT " "active_sla...	[ "def", "parse_slab_stats", "(", "slab_stats", ")", ":", "stats_dict", "=", "{", "'slabs'", ":", "defaultdict", "(", "lambda", ":", "{", "}", ")", "}", "for", "line", "in", "slab_stats", ".", "splitlines", "(", ")", ":", "if", "line", "==", "'END'", ":"...	28.657895	0.000888
def items(self): "Returns a list of (key, value) pairs as 2-tuples." return (list(self._pb.IntMap.items()) + list(self._pb.StringMap.items()) + list(self._pb.FloatMap.items()) + list(self._pb.BoolMap.items()))	[ "def", "items", "(", "self", ")", ":", "return", "(", "list", "(", "self", ".", "_pb", ".", "IntMap", ".", "items", "(", ")", ")", "+", "list", "(", "self", ".", "_pb", ".", "StringMap", ".", "items", "(", ")", ")", "+", "list", "(", "self", ...	59.5	0.016598
def array_to_schema(arr, **options): """ Generate a JSON schema object with type annotation added for given object. :param arr: Array of mapping objects like dicts :param options: Other keyword options such as: - ac_schema_strict: True if more strict (precise) schema is needed - ac_sch...	[ "def", "array_to_schema", "(", "arr", ",", "", "", "options", ")", ":", "(", "typemap", ",", "strict", ")", "=", "_process_options", "(", "", "", "options", ")", "arr", "=", "list", "(", "arr", ")", "scm", "=", "dict", "(", "type", "=", "typema...	32.304348	0.001307
def _spin(coordinates, theta, around): """Rotate a set of coordinates in place around an arbitrary vector. Parameters ---------- coordinates : np.ndarray, shape=(n,3), dtype=float The coordinates being spun. theta : float The angle by which to spin the coordinates, in radians. a...	[ "def", "_spin", "(", "coordinates", ",", "theta", ",", "around", ")", ":", "around", "=", "np", ".", "asarray", "(", "around", ")", ".", "reshape", "(", "3", ")", "if", "np", ".", "array_equal", "(", "around", ",", "np", ".", "zeros", "(", "3", "...	35.095238	0.001321
def write_data(self, data, dstart=None, swap_axes=True): """Write ``data`` to `file`. Parameters ---------- data : `array-like` Data that should be written to `file`. dstart : non-negative int, optional Offset in bytes of the start position of the written...	[ "def", "write_data", "(", "self", ",", "data", ",", "dstart", "=", "None", ",", "swap_axes", "=", "True", ")", ":", "if", "dstart", "is", "None", ":", "shape", "=", "self", ".", "data_shape", "dstart", "=", "int", "(", "self", ".", "header_size", ")"...	40.613636	0.001093
def num_available_breakpoints(self, arm=False, thumb=False, ram=False, flash=False, hw=False): """Returns the number of available breakpoints of the specified type. If ``arm`` is set, gets the number of available ARM breakpoint units. If ``thumb`` is set, gets the number of available THUMB brea...	[ "def", "num_available_breakpoints", "(", "self", ",", "arm", "=", "False", ",", "thumb", "=", "False", ",", "ram", "=", "False", ",", "flash", "=", "False", ",", "hw", "=", "False", ")", ":", "flags", "=", "[", "enums", ".", "JLinkBreakpoint", ".", "...	40.979592	0.001459
def convert(in_file, out_file, in_fmt="", out_fmt=""): """ Converts in_file to out_file, guessing datatype in the absence of in_fmt and out_fmt. Arguments: in_file: The name of the (existing) datafile to read out_file: The name of the file to create with converted data in_f...	[ "def", "convert", "(", "in_file", ",", "out_file", ",", "in_fmt", "=", "\"\"", ",", "out_fmt", "=", "\"\"", ")", ":", "# First verify that in_file exists and out_file doesn't.", "in_file", "=", "os", ".", "path", ".", "expanduser", "(", "in_file", ")", "out_file...	33.272727	0.000442
def is_first(self, value): """The is_first property. Args: value (string). the property value. """ if value == self._defaults['ai.session.isFirst'] and 'ai.session.isFirst' in self._values: del self._values['ai.session.isFirst'] else: ...	[ "def", "is_first", "(", "self", ",", "value", ")", ":", "if", "value", "==", "self", ".", "_defaults", "[", "'ai.session.isFirst'", "]", "and", "'ai.session.isFirst'", "in", "self", ".", "_values", ":", "del", "self", ".", "_values", "[", "'ai.session.isFirs...	35.3	0.01105
def value_nth_person(self, n, array, default = 0): """ Get the value of array for the person whose position in the entity is n. Note that this position is arbitrary, and that members are not sorted. If the nth person does not exist, return ``default`` instead. ...	[ "def", "value_nth_person", "(", "self", ",", "n", ",", "array", ",", "default", "=", "0", ")", ":", "self", ".", "members", ".", "check_array_compatible_with_entity", "(", "array", ")", "positions", "=", "self", ".", "members_position", "nb_persons_per_entity", ...	52.75	0.010242
def login_required(function=None, message=None, login_url=None): """ Decorator for views that checks that the user is logged in, redirecting to the log-in page if necessary. """ actual_decorator = user_passes_test( lambda u: u.is_authenticated(), message=message, login_url=lo...	[ "def", "login_required", "(", "function", "=", "None", ",", "message", "=", "None", ",", "login_url", "=", "None", ")", ":", "actual_decorator", "=", "user_passes_test", "(", "lambda", "u", ":", "u", ".", "is_authenticated", "(", ")", ",", "message", "=", ...	29.142857	0.002375
def path_regex(self): """Return the regex for the path to the build folder.""" if self.locale_build: return self.build_list_regex return '%s/' % urljoin(self.build_list_regex, self.builds[self.build_index])	[ "def", "path_regex", "(", "self", ")", ":", "if", "self", ".", "locale_build", ":", "return", "self", ".", "build_list_regex", "return", "'%s/'", "%", "urljoin", "(", "self", ".", "build_list_regex", ",", "self", ".", "builds", "[", "self", ".", "build_ind...	39.666667	0.012346
def dropzoneAt(self, point): """ Returns the dropzone at the inputed point. :param point \| <QPoint> """ for dropzone in self._dropzones: rect = dropzone.rect() if ( rect.contains(point) ): return dropzone return None	[ "def", "dropzoneAt", "(", "self", ",", "point", ")", ":", "for", "dropzone", "in", "self", ".", "_dropzones", ":", "rect", "=", "dropzone", ".", "rect", "(", ")", "if", "(", "rect", ".", "contains", "(", "point", ")", ")", ":", "return", "dropzone", ...	28	0.015723
def on_click(self, button, **kwargs): """ Maps a click event with its associated callback. Currently implemented events are: ============ ================ ========= Event Callback setting Button ID ============ ================ ========= Left click ...	[ "def", "on_click", "(", "self", ",", "button", ",", "", "", "kwargs", ")", ":", "actions", "=", "[", "'leftclick'", ",", "'middleclick'", ",", "'rightclick'", ",", "'upscroll'", ",", "'downscroll'", "]", "try", ":", "action", "=", "actions", "[", "butt...	37.076923	0.000808
def variations(word): """Create variations of the word based on letter combinations like oo, sh, etc.""" if len(word) == 1: return [[word[0]]] elif word == 'aa': return [['A']] elif word == 'ee': return [['i']] elif word == 'ei': return [['ei']] elif word in ['oo...	[ "def", "variations", "(", "word", ")", ":", "if", "len", "(", "word", ")", "==", "1", ":", "return", "[", "[", "word", "[", "0", "]", "]", "]", "elif", "word", "==", "'aa'", ":", "return", "[", "[", "'A'", "]", "]", "elif", "word", "==", "'ee...	37.571429	0.000463
def tokenizer(text): """A lexical analyzer for the `mwtab` formatted files. :param str text: `mwtab` formatted text. :return: Tuples of data. :rtype: py:class:`~collections.namedtuple` """ stream = deque(text.split("\n")) while len(stream) > 0: line = stream.popleft() if ...	[ "def", "tokenizer", "(", "text", ")", ":", "stream", "=", "deque", "(", "text", ".", "split", "(", "\"\\n\"", ")", ")", "while", "len", "(", "stream", ")", ">", "0", ":", "line", "=", "stream", ".", "popleft", "(", ")", "if", "line", ".", "starts...	39.466667	0.001978
def getAttributeName(self, name): '''represents the aname ''' if self.func_aname is None: return name assert callable(self.func_aname), \ 'expecting callable method for attribute func_aname, not %s' %type(self.func_aname) f = self.func_aname return...	[ "def", "getAttributeName", "(", "self", ",", "name", ")", ":", "if", "self", ".", "func_aname", "is", "None", ":", "return", "name", "assert", "callable", "(", "self", ".", "func_aname", ")", ",", "'expecting callable method for attribute func_aname, not %s'", "%"...	35.555556	0.012195
def create_shell(console, manage_dict=None, extra_vars=None, exit_hooks=None): """Creates the shell""" manage_dict = manage_dict or MANAGE_DICT _vars = globals() _vars.update(locals()) auto_imported = import_objects(manage_dict) if extra_vars: auto_imported.update(extra_vars) _vars.u...	[ "def", "create_shell", "(", "console", ",", "manage_dict", "=", "None", ",", "extra_vars", "=", "None", ",", "exit_hooks", "=", "None", ")", ":", "manage_dict", "=", "manage_dict", "or", "MANAGE_DICT", "_vars", "=", "globals", "(", ")", "_vars", ".", "upda...	35.679487	0.00035
def pt2leaf(self, x): """ Get the leaf which domain contains x. """ if self.leafnode: return self else: if x[self.split_dim] < self.split_value: return self.lower.pt2leaf(x) else: return self.greater.pt2...	[ "def", "pt2leaf", "(", "self", ",", "x", ")", ":", "if", "self", ".", "leafnode", ":", "return", "self", "else", ":", "if", "x", "[", "self", ".", "split_dim", "]", "<", "self", ".", "split_value", ":", "return", "self", ".", "lower", ".", "pt2leaf...	26.333333	0.009174
def cmd_init_pull_from_cloud(args): """Initiate the local catalog by downloading the cloud catalog""" (lcat, ccat) = (args.local_catalog, args.cloud_catalog) logging.info("[init-pull-from-cloud]: %s => %s"%(ccat, lcat)) if isfile(lcat): args.error("[init-pull-from-cloud] The local catalog alre...	[ "def", "cmd_init_pull_from_cloud", "(", "args", ")", ":", "(", "lcat", ",", "ccat", ")", "=", "(", "args", ".", "local_catalog", ",", "args", ".", "cloud_catalog", ")", "logging", ".", "info", "(", "\"[init-pull-from-cloud]: %s => %s\"", "%", "(", "ccat", ",...	39.22	0.010945
def avail_locations(call=None): ''' List all available locations ''' if call == 'action': raise SaltCloudSystemExit( 'The avail_locations function must be called with ' '-f or --function, or with the --list-locations option' ) ret = {} conn = get_conn(ser...	[ "def", "avail_locations", "(", "call", "=", "None", ")", ":", "if", "call", "==", "'action'", ":", "raise", "SaltCloudSystemExit", "(", "'The avail_locations function must be called with '", "'-f or --function, or with the --list-locations option'", ")", "ret", "=", "{", ...	27.928571	0.001236
def _CamelCaseToSnakeCase(path_name): """Converts a field name from camelCase to snake_case.""" result = [] for c in path_name: if c == '_': raise ParseError('Fail to parse FieldMask: Path name ' '{0} must not contain "_"s.'.format(path_name)) if c.isupper(): result += '...	[ "def", "_CamelCaseToSnakeCase", "(", "path_name", ")", ":", "result", "=", "[", "]", "for", "c", "in", "path_name", ":", "if", "c", "==", "'_'", ":", "raise", "ParseError", "(", "'Fail to parse FieldMask: Path name '", "'{0} must not contain \"_\"s.'", ".", "forma...	29.923077	0.022444
def _is_valid_url(url): """ Helper function to validate that URLs are well formed, i.e that it contains a valid protocol and a valid domain. It does not actually check if the URL exists """ try: parsed = urlparse(url) mandatory_parts = [parsed.scheme, parsed.n...	[ "def", "_is_valid_url", "(", "url", ")", ":", "try", ":", "parsed", "=", "urlparse", "(", "url", ")", "mandatory_parts", "=", "[", "parsed", ".", "scheme", ",", "parsed", ".", "netloc", "]", "return", "all", "(", "mandatory_parts", ")", "except", ":", ...	39.8	0.012285
async def fetch(self, method, url, params=None, headers=None, data=None): """Make an HTTP request. Automatically uses configured HTTP proxy, and adds Google authorization header and cookies. Failures will be retried MAX_RETRIES times before raising NetworkError. Args: ...	[ "async", "def", "fetch", "(", "self", ",", "method", ",", "url", ",", "params", "=", "None", ",", "headers", "=", "None", ",", "data", "=", "None", ")", ":", "logger", ".", "debug", "(", "'Sending request %s %s:\\n%r'", ",", "method", ",", "url", ",", ...	41.288462	0.00091
def _get_config(*kwargs): ''' Return configuration ''' config = { 'filter_id_regex': ['.!doc_skip'], 'filter_function_regex': [], 'replace_text_regex': {}, 'proccesser': 'highstate_doc.proccesser_markdown', 'max_render_file_size': 10000, 'note': None ...	[ "def", "_get_config", "(", "", "", "kwargs", ")", ":", "config", "=", "{", "'filter_id_regex'", ":", "[", "'.*!doc_skip'", "]", ",", "'filter_function_regex'", ":", "[", "]", ",", "'replace_text_regex'", ":", "{", "}", ",", "'proccesser'", ":", "'highstate...	30.842105	0.001656
def load_json(json_file, **kwargs): """ Open and load data from a JSON file .. code:: python reusables.load_json("example.json") # {u'key_1': u'val_1', u'key_for_dict': {u'sub_dict_key': 8}} :param json_file: Path to JSON file as string :param kwargs: Additional arguments for the ...	[ "def", "load_json", "(", "json_file", ",", "", "", "kwargs", ")", ":", "with", "open", "(", "json_file", ")", "as", "f", ":", "return", "json", ".", "load", "(", "f", ",", "", "", "kwargs", ")" ]	28.266667	0.002283
def generate_words(files): """ Transform list of files to list of words, removing new line character and replace name entity '<NE>...</NE>' and abbreviation '<AB>...</AB>' symbol """ repls = {'<NE>' : '','</NE>' : '','<AB>': '','</AB>': ''} words_all = [] for i, file in enumerate(files...	[ "def", "generate_words", "(", "files", ")", ":", "repls", "=", "{", "'<NE>'", ":", "''", ",", "'</NE>'", ":", "''", ",", "'<AB>'", ":", "''", ",", "'</AB>'", ":", "''", "}", "words_all", "=", "[", "]", "for", "i", ",", "file", "in", "enumerate", ...	33.764706	0.011864
def message(self, message=None): """ Set response message """ if message is not None: self.response_model.message = message return self.response_model.message	[ "def", "message", "(", "self", ",", "message", "=", "None", ")", ":", "if", "message", "is", "not", "None", ":", "self", ".", "response_model", ".", "message", "=", "message", "return", "self", ".", "response_model", ".", "message" ]	38.8	0.010101
def getArguments(parser): "Provides additional validation of the arguments collected by argparse." args = parser.parse_args() if not '{}' in args.output: raise argparse.ArgumentError(args.output, 'The output argument string must contain the sequence "{}".') return args	[ "def", "getArguments", "(", "parser", ")", ":", "args", "=", "parser", ".", "parse_args", "(", ")", "if", "not", "'{}'", "in", "args", ".", "output", ":", "raise", "argparse", ".", "ArgumentError", "(", "args", ".", "output", ",", "'The output argument str...	48	0.010239
def srfrec(body, longitude, latitude): """ Convert planetocentric latitude and longitude of a surface point on a specified body to rectangular coordinates. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/srfrec_c.html :param body: NAIF integer code of an extended body. :type body: int ...	[ "def", "srfrec", "(", "body", ",", "longitude", ",", "latitude", ")", ":", "body", "=", "ctypes", ".", "c_int", "(", "body", ")", "longitude", "=", "ctypes", ".", "c_double", "(", "longitude", ")", "latitude", "=", "ctypes", ".", "c_double", "(", "lati...	36.636364	0.001209
def connected_components(G): """ Check if G is connected and return list of sets. Every set contains all vertices in one connected component. """ result = [] vertices = set(G.vertices) while vertices: n = vertices.pop() group = {n} queue = Queue() q...	[ "def", "connected_components", "(", "G", ")", ":", "result", "=", "[", "]", "vertices", "=", "set", "(", "G", ".", "vertices", ")", "while", "vertices", ":", "n", "=", "vertices", ".", "pop", "(", ")", "group", "=", "{", "n", "}", "queue", "=", "...	30.772727	0.001433
def fuse_list( mafs ): """ Try to fuse a list of blocks by progressively fusing each adjacent pair. """ last = None for m in mafs: if last is None: last = m else: fused = fuse( last, m ) if fused: last = fused else: ...	[ "def", "fuse_list", "(", "mafs", ")", ":", "last", "=", "None", "for", "m", "in", "mafs", ":", "if", "last", "is", "None", ":", "last", "=", "m", "else", ":", "fused", "=", "fuse", "(", "last", ",", "m", ")", "if", "fused", ":", "last", "=", ...	22.529412	0.012531
def replace(input, **params): """ Replaces field value :param input: :param params: :return: """ PARAM_REPLACE_LIST = 'replace' REPLACE_FIELD = 'field' REPLACE_FIND_VALUE = 'value.to_find' REPLACE_WITH_VALUE = 'value.replace_with' replace_list = params.get(PARAM_REPLACE_LIST...	[ "def", "replace", "(", "input", ",", "", "", "params", ")", ":", "PARAM_REPLACE_LIST", "=", "'replace'", "REPLACE_FIELD", "=", "'field'", "REPLACE_FIND_VALUE", "=", "'value.to_find'", "REPLACE_WITH_VALUE", "=", "'value.replace_with'", "replace_list", "=", "params", ...	29.388889	0.001832
def print_map(self): """Open impact report dialog used to tune report when printing.""" # Check if selected layer is valid impact_layer = self.iface.activeLayer() if impact_layer is None: # noinspection PyCallByClass,PyTypeChecker QMessageBox.warning( ...	[ "def", "print_map", "(", "self", ")", ":", "# Check if selected layer is valid", "impact_layer", "=", "self", ".", "iface", ".", "activeLayer", "(", ")", "if", "impact_layer", "is", "None", ":", "# noinspection PyCallByClass,PyTypeChecker", "QMessageBox", ".", "warnin...	37.239669	0.000432
def deploy( config, name, bucket, timeout, memory, description, subnet_ids, security_group_ids ): """ Deploy/Update a function from a project directory """ # options should override config if it is there myname = name or config.name mybucket = bucket or config.bucket ...	[ "def", "deploy", "(", "config", ",", "name", ",", "bucket", ",", "timeout", ",", "memory", ",", "description", ",", "subnet_ids", ",", "security_group_ids", ")", ":", "# options should override config if it is there", "myname", "=", "name", "or", "config", ".", ...	26.833333	0.000999
def cleanup_dataset(dataset, data_home=None, ext=".zip"): """ Removes the dataset directory and archive file from the data home directory. Parameters ---------- dataset : str The name of the dataset; should either be a folder in data home or specified in the yellowbrick.datasets.DAT...	[ "def", "cleanup_dataset", "(", "dataset", ",", "data_home", "=", "None", ",", "ext", "=", "\".zip\"", ")", ":", "removed", "=", "0", "data_home", "=", "get_data_home", "(", "data_home", ")", "# Paths to remove", "datadir", "=", "os", ".", "path", ".", "joi...	27.35	0.001765
def submit(self, subreddit, title, text=None, url=None, captcha=None, save=None, send_replies=None, resubmit=None, **kwargs): """Submit a new link to the given subreddit. Accepts either a Subreddit object or a str containing the subreddit's display name. :param resubmit:...	[ "def", "submit", "(", "self", ",", "subreddit", ",", "title", ",", "text", "=", "None", ",", "url", "=", "None", ",", "captcha", "=", "None", ",", "save", "=", "None", ",", "send_replies", "=", "None", ",", "resubmit", "=", "None", ",", "", "", ...	43.277778	0.001255
def start(self): """ Find the first data entry and prepare to parse. """ while not self.is_start(self.current_tag): self.next() self.new_entry()	[ "def", "start", "(", "self", ")", ":", "while", "not", "self", ".", "is_start", "(", "self", ".", "current_tag", ")", ":", "self", ".", "next", "(", ")", "self", ".", "new_entry", "(", ")" ]	23.75	0.010152
def all_options(self): """Returns the set of all options used in all export entries""" items = chain.from_iterable(hosts.values() for hosts in self.data.values()) return set(chain.from_iterable(items))	[ "def", "all_options", "(", "self", ")", ":", "items", "=", "chain", ".", "from_iterable", "(", "hosts", ".", "values", "(", ")", "for", "hosts", "in", "self", ".", "data", ".", "values", "(", ")", ")", "return", "set", "(", "chain", ".", "from_iterab...	55.5	0.013333
def find_visible_elements(driver, selector, by=By.CSS_SELECTOR): """ Finds all WebElements that match a selector and are visible. Similar to webdriver.find_elements. @Params driver - the webdriver object (required) selector - the locator that is used to search the DOM (required) by - the met...	[ "def", "find_visible_elements", "(", "driver", ",", "selector", ",", "by", "=", "By", ".", "CSS_SELECTOR", ")", ":", "elements", "=", "driver", ".", "find_elements", "(", "by", "=", "by", ",", "value", "=", "selector", ")", "return", "[", "element", "for...	45.818182	0.001946
def global_items(self): """Iterate over (key, value) pairs in the ``globals`` table.""" for (k, v) in self.sql('global_dump'): yield (self.unpack(k), self.unpack(v))	[ "def", "global_items", "(", "self", ")", ":", "for", "(", "k", ",", "v", ")", "in", "self", ".", "sql", "(", "'global_dump'", ")", ":", "yield", "(", "self", ".", "unpack", "(", "k", ")", ",", "self", ".", "unpack", "(", "v", ")", ")" ]	47.5	0.010363
def parse_java_version(cls, version): """Parses the java version (given a string or Revision object). Handles java version-isms, converting things like '7' -> '1.7' appropriately. Truncates input versions down to just the major and minor numbers (eg, 1.6), ignoring extra versioning information after t...	[ "def", "parse_java_version", "(", "cls", ",", "version", ")", ":", "conversion", "=", "{", "str", "(", "i", ")", ":", "'1.{}'", ".", "format", "(", "i", ")", "for", "i", "in", "cls", ".", "SUPPORTED_CONVERSION_VERSIONS", "}", "if", "str", "(", "version...	42.142857	0.00884
def drop_table(self, table): """ Drop a table from the MyDB context. ## Arguments * `table` (str): The name of the table to drop. """ job_id = self.submit("DROP TABLE %s"%table, context="MYDB") status = self.monitor(job_id) if status[0] != 5: ...	[ "def", "drop_table", "(", "self", ",", "table", ")", ":", "job_id", "=", "self", ".", "submit", "(", "\"DROP TABLE %s\"", "%", "table", ",", "context", "=", "\"MYDB\"", ")", "status", "=", "self", ".", "monitor", "(", "job_id", ")", "if", "status", "["...	27.461538	0.01084
def plfit_lsq(x,y): """ Returns A and B in y=Ax^B http://mathworld.wolfram.com/LeastSquaresFittingPowerLaw.html """ n = len(x) btop = n * (log(x)log(y)).sum() - (log(x)).sum()(log(y)).sum() bbottom = n(log(x)2).sum() - (log(x).sum())*2 b = btop / bbottom a = ( log(y).sum() - b ...	[ "def", "plfit_lsq", "(", "x", ",", "y", ")", ":", "n", "=", "len", "(", "x", ")", "btop", "=", "n", "", "(", "log", "(", "x", ")", "", "log", "(", "y", ")", ")", ".", "sum", "(", ")", "-", "(", "log", "(", "x", ")", ")", ".", "sum",...	27.615385	0.013477
async def validate(state, holdout_glob): """Validate the trained model against holdout games. Args: state: the RL loop State instance. holdout_glob: a glob that matches holdout games. """ if not glob.glob(holdout_glob): print('Glob "{}" didn\'t match any files, skipping validation'.format( ...	[ "async", "def", "validate", "(", "state", ",", "holdout_glob", ")", ":", "if", "not", "glob", ".", "glob", "(", "holdout_glob", ")", ":", "print", "(", "'Glob \"{}\" didn\\'t match any files, skipping validation'", ".", "format", "(", "holdout_glob", ")", ")", "...	32.875	0.009242
def create_pywbem_ssl_context(): """ Create an SSL context based on what is commonly accepted as the required limitations. This code attempts to create the same context for Python 2 and Python 3 except for the ciphers This list is based on what is currently defined in the Python SSL ...	[ "def", "create_pywbem_ssl_context", "(", ")", ":", "if", "six", ".", "PY2", ":", "context", "=", "SSL", ".", "Context", "(", "'sslv23'", ")", "# Many of the flags are not in the M2Crypto source so they were taken", "# from OpenSSL SSL.h module as flags.", "SSL", ".", "con...	48.113636	0.000463
def indexer_receiver(sender, json=None, record=None, index=None, **dummy_kwargs): """Connect to before_record_index signal to transform record for ES.""" if index and index.startswith('grants-'): # Generate suggest field suggestions = [ json.get('code'), ...	[ "def", "indexer_receiver", "(", "sender", ",", "json", "=", "None", ",", "record", "=", "None", ",", "index", "=", "None", ",", "", "", "dummy_kwargs", ")", ":", "if", "index", "and", "index", ".", "startswith", "(", "'grants-'", ")", ":", "# Generat...	36.25	0.000746
def guess_filename(filename): """Guess filename""" if osp.isfile(filename): return filename if not filename.endswith('.py'): filename += '.py' for path in [getcwd_or_home()] + sys.path: fname = osp.join(path, filename) if osp.isfile(fname): return fna...	[ "def", "guess_filename", "(", "filename", ")", ":", "if", "osp", ".", "isfile", "(", "filename", ")", ":", "return", "filename", "if", "not", "filename", ".", "endswith", "(", "'.py'", ")", ":", "filename", "+=", "'.py'", "for", "path", "in", "[", "get...	31.533333	0.002053
def segmenttable_get_by_name(xmldoc, name): """ Retrieve the segmentlists whose name equals name. The result is a segmentlistdict indexed by instrument. The output of this function is not coalesced, each segmentlist contains the segments as found in the segment table. NOTE: this is a light-weight version of t...	[ "def", "segmenttable_get_by_name", "(", "xmldoc", ",", "name", ")", ":", "#", "# find required tables", "#", "def_table", "=", "lsctables", ".", "SegmentDefTable", ".", "get_table", "(", "xmldoc", ")", "seg_table", "=", "lsctables", ".", "SegmentTable", ".", "ge...	31.145833	0.026589
def get_aggregate_by_id(self, account_id: str) -> AccountAggregate: """ Returns the aggregate for the given id """ account = self.get_by_id(account_id) return self.get_account_aggregate(account)	[ "def", "get_aggregate_by_id", "(", "self", ",", "account_id", ":", "str", ")", "->", "AccountAggregate", ":", "account", "=", "self", ".", "get_by_id", "(", "account_id", ")", "return", "self", ".", "get_account_aggregate", "(", "account", ")" ]	53.75	0.009174
def get_genetic_profiles(study_id, profile_filter=None): """Return all the genetic profiles (data sets) for a given study. Genetic profiles are different types of data for a given study. For instance the study 'cellline_ccle_broad' has profiles such as 'cellline_ccle_broad_mutations' for mutations, 'ce...	[ "def", "get_genetic_profiles", "(", "study_id", ",", "profile_filter", "=", "None", ")", ":", "data", "=", "{", "'cmd'", ":", "'getGeneticProfiles'", ",", "'cancer_study_id'", ":", "study_id", "}", "df", "=", "send_request", "(", "", "", "data", ")", "res"...	35.083333	0.00077
def retry_request(method, url, headers=None, payload=None, auth=None, tries=10, initial_interval=5, callback=None): """Retry an HTTP request with linear backoff. Returns the response if the status code is < 400 or waits (try * initial_interval) seconds and retries (up to tries times) if i...	[ "def", "retry_request", "(", "method", ",", "url", ",", "headers", "=", "None", ",", "payload", "=", "None", ",", "auth", "=", "None", ",", "tries", "=", "10", ",", "initial_interval", "=", "5", ",", "callback", "=", "None", ")", ":", "method", "=", ...	37.267606	0.000368
def find_offsets(data, ofs): '''find mag offsets by applying Bills "offsets revisited" algorithm on the data This is an implementation of the algorithm from: http://gentlenav.googlecode.com/files/MagnetometerOffsetNullingRevisited.pdf ''' # a limit on the maximum change in each ...	[ "def", "find_offsets", "(", "data", ",", "ofs", ")", ":", "# a limit on the maximum change in each step", "max_change", "=", "args", ".", "max_change", "# the gain factor for the algorithm", "gain", "=", "args", ".", "gain", "data2", "=", "[", "]", "for", "d", "in...	29.280702	0.00058
def _ReraiseTypeErrorWithFieldName(message_name, field_name): """Re-raise the currently-handled TypeError with the field name added.""" exc = sys.exc_info()[1] if len(exc.args) == 1 and type(exc) is TypeError: # simple TypeError; add field name to exception message exc = TypeError('%s for field %s.%s' % (...	[ "def", "_ReraiseTypeErrorWithFieldName", "(", "message_name", ",", "field_name", ")", ":", "exc", "=", "sys", ".", "exc_info", "(", ")", "[", "1", "]", "if", "len", "(", "exc", ".", "args", ")", "==", "1", "and", "type", "(", "exc", ")", "is", "TypeE...	51.444444	0.014862
def ensure_running(self): '''Make sure that semaphore tracker process is running. This can be run from any process. Usually a child process will use the semaphore created by its parent.''' with self._lock: if self._fd is not None: # semaphore tracker was lau...	[ "def", "ensure_running", "(", "self", ")", ":", "with", "self", ".", "_lock", ":", "if", "self", ".", "_fd", "is", "not", "None", ":", "# semaphore tracker was launched before, is it still running?", "if", "self", ".", "_check_alive", "(", ")", ":", "# => still ...	43.902778	0.000928
def client_detect(self, client, starttime, endtime, threshold, threshold_type, trig_int, plotvar, min_gap=None, daylong=False, parallel_process=True, xcorr_func=None, concurrency=None, cores=None, ignore_length=False, group_size=Non...	[ "def", "client_detect", "(", "self", ",", "client", ",", "starttime", ",", "endtime", ",", "threshold", ",", "threshold_type", ",", "trig_int", ",", "plotvar", ",", "min_gap", "=", "None", ",", "daylong", "=", "False", ",", "parallel_process", "=", "True", ...	44.161049	0.000912
def has_split(self, split_name): """ Checks whether or not the split with the given name exists. Parameters ---------- split_name : str name of the split """ if os.path.exists(os.path.join(self.split_dir, split_name)): return True ...	[ "def", "has_split", "(", "self", ",", "split_name", ")", ":", "if", "os", ".", "path", ".", "exists", "(", "os", ".", "path", ".", "join", "(", "self", ".", "split_dir", ",", "split_name", ")", ")", ":", "return", "True", "return", "False" ]	29.272727	0.009036
def register_view(self, view): """Creates treeview columns, and connect missing signals""" # if stand-alone, connects the window delete event to # kill the loop if self.view.is_stand_alone(): import gtk self.view.get_top_widget().connect('delete-event', ...	[ "def", "register_view", "(", "self", ",", "view", ")", ":", "# if stand-alone, connects the window delete event to", "# kill the loop", "if", "self", ".", "view", ".", "is_stand_alone", "(", ")", ":", "import", "gtk", "self", ".", "view", ".", "get_top_widget", "(...	32.166667	0.012594
def setCentralWidget(self, widget): """ Sets the central widget for this button. :param widget \| <QWidget> """ self.setEnabled(widget is not None) self._popupWidget.setCentralWidget(widget)	[ "def", "setCentralWidget", "(", "self", ",", "widget", ")", ":", "self", ".", "setEnabled", "(", "widget", "is", "not", "None", ")", "self", ".", "_popupWidget", ".", "setCentralWidget", "(", "widget", ")" ]	31.375	0.011628
def generator(self) -> Iterator[str]: """ Create a generate that iterates the whole content of the file or string. :return: An iterator iterating the lines of the text stream, separated by ``'\\n'`` or ``'\\r'``. """ stream = self.stream # In case that ``self.stream`` is change...	[ "def", "generator", "(", "self", ")", "->", "Iterator", "[", "str", "]", ":", "stream", "=", "self", ".", "stream", "# In case that ``self.stream`` is changed.", "stream", ".", "seek", "(", "0", ")", "for", "line", "in", "stream", ":", "yield", "line" ]	38.7	0.010101
def _make_section_node(self, template, tag_type, tag_key, parsed_section, section_start_index, section_end_index): """ Create and return a section node for the parse tree. """ if tag_type == '#': return _SectionNode(tag_key, parsed_section, self._d...	[ "def", "_make_section_node", "(", "self", ",", "template", ",", "tag_type", ",", "tag_key", ",", "parsed_section", ",", "section_start_index", ",", "section_end_index", ")", ":", "if", "tag_type", "==", "'#'", ":", "return", "_SectionNode", "(", "tag_key", ",", ...	40.357143	0.008651
def configs_for_writer(writer=None, ppp_config_dir=None): """Generator of writer configuration files for one or more writers Args: writer (Optional[str]): Yield configs only for this writer ppp_config_dir (Optional[str]): Additional configuration directory to search for writer confi...	[ "def", "configs_for_writer", "(", "writer", "=", "None", ",", "ppp_config_dir", "=", "None", ")", ":", "search_paths", "=", "(", "ppp_config_dir", ",", ")", "if", "ppp_config_dir", "else", "tuple", "(", ")", "if", "writer", "is", "not", "None", ":", "if", ...	37.90625	0.001608
def default_links_factory_with_additional(additional_links): """Generate a links generation factory with the specified additional links. :param additional_links: A dict of link names to links to be added to the returned object. :returns: A link generation factory. """ def factory(pid, **...	[ "def", "default_links_factory_with_additional", "(", "additional_links", ")", ":", "def", "factory", "(", "pid", ",", "", "", "kwargs", ")", ":", "links", "=", "default_links_factory", "(", "pid", ")", "for", "link", "in", "additional_links", ":", "links", "...	40.875	0.001495
def col (loc,strg): """Returns current column within a string, counting newlines as line separators. The first column is number 1. Note: the default parsing behavior is to expand tabs in the input string before starting the parsing process. See L{I{ParserElement.parseString}<ParserElement.parseString>} f...	[ "def", "col", "(", "loc", ",", "strg", ")", ":", "s", "=", "strg", "return", "1", "if", "loc", "<", "len", "(", "s", ")", "and", "s", "[", "loc", "]", "==", "'\\n'", "else", "loc", "-", "s", ".", "rfind", "(", "\"\\n\"", ",", "0", ",", "loc...	52.25	0.010972
def find_all(soup, name=None, attrs=None, recursive=True, text=None, limit=None, **kwargs): """The `find` and `find_all` methods of `BeautifulSoup` don't handle the `text` parameter combined with other parameters. This is necessary for e.g. finding links containing a string or pattern. This me...	[ "def", "find_all", "(", "soup", ",", "name", "=", "None", ",", "attrs", "=", "None", ",", "recursive", "=", "True", ",", "text", "=", "None", ",", "limit", "=", "None", ",", "", "", "kwargs", ")", ":", "if", "text", "is", "None", ":", "return",...	36.041667	0.002252
def move_selection(reverse=False): """ Goes through the list of gunicorns, setting the selected as the one after the currently selected. """ global selected_pid if selected_pid not in gunicorns: selected_pid = None found = False pids = sorted(gunicorns.keys(), reverse=reverse) ...	[ "def", "move_selection", "(", "reverse", "=", "False", ")", ":", "global", "selected_pid", "if", "selected_pid", "not", "in", "gunicorns", ":", "selected_pid", "=", "None", "found", "=", "False", "pids", "=", "sorted", "(", "gunicorns", ".", "keys", "(", "...	31.5	0.001927
def _sign(private_key, data, hash_algorithm, rsa_pss_padding=False): """ Generates an RSA, DSA or ECDSA signature :param private_key: The PrivateKey to generate the signature with :param data: A byte string of the data the signature is for :param hash_algorithm: A unicode ...	[ "def", "_sign", "(", "private_key", ",", "data", ",", "hash_algorithm", ",", "rsa_pss_padding", "=", "False", ")", ":", "if", "not", "isinstance", "(", "private_key", ",", "PrivateKey", ")", ":", "raise", "TypeError", "(", "pretty_message", "(", "'''\n ...	33.698795	0.001389
def unregister(self, measurement_class, callback): """Stop notifying ``callback`` of new values of ``measurement_class``. If the callback wasn't previously registered, this method will have no effect. """ self.callbacks[Measurement.name_from_class(measurement_class) ...	[ "def", "unregister", "(", "self", ",", "measurement_class", ",", "callback", ")", ":", "self", ".", "callbacks", "[", "Measurement", ".", "name_from_class", "(", "measurement_class", ")", "]", ".", "remove", "(", "callback", ")" ]	41.875	0.008772
def owned_ecs(self): '''A list of the execution contexts owned by this component.''' with self._mutex: if not self._owned_ecs: self._owned_ecs = [ExecutionContext(ec, self._obj.get_context_handle(ec)) \ for ec in self._obj.get_owned_con...	[ "def", "owned_ecs", "(", "self", ")", ":", "with", "self", ".", "_mutex", ":", "if", "not", "self", ".", "_owned_ecs", ":", "self", ".", "_owned_ecs", "=", "[", "ExecutionContext", "(", "ec", ",", "self", ".", "_obj", ".", "get_context_handle", "(", "e...	44	0.011142
def listDatasets(self, dataset="", parent_dataset="", is_dataset_valid=1, release_version="", pset_hash="", app_name="", output_module_label="", global_tag="", processing_version=0, acquisition_era_name="", run_num=-1, physics_group_name="", logical_file_name="", primary_ds_name="", primary_ds_t...	[ "def", "listDatasets", "(", "self", ",", "dataset", "=", "\"\"", ",", "parent_dataset", "=", "\"\"", ",", "is_dataset_valid", "=", "1", ",", "release_version", "=", "\"\"", ",", "pset_hash", "=", "\"\"", ",", "app_name", "=", "\"\"", ",", "output_module_labe...	55.219512	0.009979
def hist_calls_with_dims(*dims): """Decorator to check the distribution of return values of a function with dimensions. """ def hist_wrapper(fn): @functools.wraps(fn) def fn_wrapper(args, **kwargs): _histogram = histogram( "%s_calls" % pyformance.registry.ge...	[ "def", "hist_calls_with_dims", "(", "", "", "dims", ")", ":", "def", "hist_wrapper", "(", "fn", ")", ":", "@", "functools", ".", "wraps", "(", "fn", ")", "def", "fn_wrapper", "(", "", "args", ",", "", "*", "kwargs", ")", ":", "_histogram", "=", ...	34.533333	0.00188
def get_referer(req, replace_ampersands=False): """ Return the referring page of a request. Referer (wikipedia): Referer is a common misspelling of the word "referrer"; so common, in fact, that it made it into the official specification of HTTP. When visiting a webpage, the referer or referring page...	[ "def", "get_referer", "(", "req", ",", "replace_ampersands", "=", "False", ")", ":", "try", ":", "referer", "=", "req", ".", "headers_in", "[", "'Referer'", "]", "if", "replace_ampersands", "==", "1", ":", "return", "referer", ".", "replace", "(", "'&'", ...	41.611111	0.001305
def extractall(filename, directory, backend='auto', auto_create_dir=False): ''' :param backend: auto, patool or zipfile :param filename: path to archive file :param directory: directory to extract to :param auto_create_dir: auto create directory ''' Archive(filename, backend).extractall(dire...	[ "def", "extractall", "(", "filename", ",", "directory", ",", "backend", "=", "'auto'", ",", "auto_create_dir", "=", "False", ")", ":", "Archive", "(", "filename", ",", "backend", ")", ".", "extractall", "(", "directory", ",", "auto_create_dir", "=", "auto_cr...	43.666667	0.002494
def dispatch(self, args, kwargs): """This decorator sets this view to have restricted permissions.""" return super(AnimalYearArchive, self).dispatch(args, **kwargs)	[ "def", "dispatch", "(", "self", ",", "", "args", ",", "", "", "kwargs", ")", ":", "return", "super", "(", "AnimalYearArchive", ",", "self", ")", ".", "dispatch", "(", "", "args", ",", "", "", "kwargs", ")" ]	60.666667	0.01087
def setChatPhoto(self, chat_id, photo): """ See: https://core.telegram.org/bots/api#setchatphoto """ p = _strip(locals(), more=['photo']) return self._api_request_with_file('setChatPhoto', _rectify(p), 'photo', photo)	[ "def", "setChatPhoto", "(", "self", ",", "chat_id", ",", "photo", ")", ":", "p", "=", "_strip", "(", "locals", "(", ")", ",", "more", "=", "[", "'photo'", "]", ")", "return", "self", ".", "_api_request_with_file", "(", "'setChatPhoto'", ",", "_rectify", ...	59.5	0.012448
def before_add_field(self, field): """ If extract_fields is set to True, then '' fields will be removed and each individual field will read from the model meta data and added. """ if self.extract_fields and field.name == '': field.ignore = True fields = ...	[ "def", "before_add_field", "(", "self", ",", "field", ")", ":", "if", "self", ".", "extract_fields", "and", "field", ".", "name", "==", "'*'", ":", "field", ".", "ignore", "=", "True", "fields", "=", "[", "model_field", ".", "column", "for", "model_field...	45.666667	0.009547
def decode(self, litmap): """Convert the DNF to an expression.""" return Or([And([litmap[idx] for idx in clause]) for clause in self.clauses])	[ "def", "decode", "(", "self", ",", "litmap", ")", ":", "return", "Or", "(", "", "[", "And", "(", "", "[", "litmap", "[", "idx", "]", "for", "idx", "in", "clause", "]", ")", "for", "clause", "in", "self", ".", "clauses", "]", ")" ]	44.25	0.011111
def date_to_long_form_string(dt, locale_ = 'en_US.utf8'): '''dt should be a datetime.date object.''' if locale_: old_locale = locale.getlocale() locale.setlocale(locale.LC_ALL, locale_) v = dt.strftime("%A %B %d %Y") if locale_: locale.setlocale(locale.LC_ALL, old_locale) ret...	[ "def", "date_to_long_form_string", "(", "dt", ",", "locale_", "=", "'en_US.utf8'", ")", ":", "if", "locale_", ":", "old_locale", "=", "locale", ".", "getlocale", "(", ")", "locale", ".", "setlocale", "(", "locale", ".", "LC_ALL", ",", "locale_", ")", "v", ...	35.222222	0.009231
def first_up(ofile, Rec, file_type): """ writes the header for a MagIC template file """ keylist = [] pmag_out = open(ofile, 'a') outstring = "tab \t" + file_type + "\n" pmag_out.write(outstring) keystring = "" for key in list(Rec.keys()): keystring = keystring + '\t' + key ...	[ "def", "first_up", "(", "ofile", ",", "Rec", ",", "file_type", ")", ":", "keylist", "=", "[", "]", "pmag_out", "=", "open", "(", "ofile", ",", "'a'", ")", "outstring", "=", "\"tab \\t\"", "+", "file_type", "+", "\"\\n\"", "pmag_out", ".", "write", "(",...	27.375	0.002208
def color(requestContext, seriesList, theColor): """ Assigns the given color to the seriesList Example:: &target=color(collectd.hostname.cpu.0.user, 'green') &target=color(collectd.hostname.cpu.0.system, 'ff0000') &target=color(collectd.hostname.cpu.0.idle, 'gray') &target=...	[ "def", "color", "(", "requestContext", ",", "seriesList", ",", "theColor", ")", ":", "for", "series", "in", "seriesList", ":", "series", ".", "color", "=", "theColor", "return", "seriesList" ]	29.733333	0.002174
def dumps(o, preserve=False): """Stringifies input dict as toml Args: o: Object to dump into toml preserve: Boolean parameter. If true, preserve inline tables. Returns: String containing the toml corresponding to dict """ retval = "" addtoretval, sections = _dump_sect...	[ "def", "dumps", "(", "o", ",", "preserve", "=", "False", ")", ":", "retval", "=", "\"\"", "addtoretval", ",", "sections", "=", "_dump_sections", "(", "o", ",", "\"\"", ")", "retval", "+=", "addtoretval", "while", "sections", "!=", "{", "}", ":", "newse...	33.133333	0.000978
def abs_energy(self, x): """ As in tsfresh `abs_energy <https://github.com/blue-yonder/tsfresh/blob/master/tsfresh/feature_extraction/\ feature_calculators.py#L390>`_ \ Returns the absolute energy of the time series which is the sum over the squared values\ .. math:: ...	[ "def", "abs_energy", "(", "self", ",", "x", ")", ":", "_energy", "=", "feature_calculators", ".", "abs_energy", "(", "x", ")", "logging", ".", "debug", "(", "\"abs energy by tsfresh calculated\"", ")", "return", "_energy" ]	33.5	0.014514
def create_token_generator(input_list): """SQL Generator to select from list of values in Oracle""" ###Generator trick from http://betteratoracle.com/posts/20-how-do-i-bind-a-variable-in-list ###The maximum length of the comma separated list is 4000 characters, therefore we need to split the list ###ORA...	[ "def", "create_token_generator", "(", "input_list", ")", ":", "###Generator trick from http://betteratoracle.com/posts/20-how-do-i-bind-a-variable-in-list", "###The maximum length of the comma separated list is 4000 characters, therefore we need to split the list", "###ORA-01460: unimplemented or un...	33.87234	0.015263
def init_file(self, filename, lines, expected, line_offset): """Prepare storage for errors.""" super(_PycodestyleReport, self).init_file( filename, lines, expected, line_offset) self.errors = []	[ "def", "init_file", "(", "self", ",", "filename", ",", "lines", ",", "expected", ",", "line_offset", ")", ":", "super", "(", "_PycodestyleReport", ",", "self", ")", ".", "init_file", "(", "filename", ",", "lines", ",", "expected", ",", "line_offset", ")", ...	45.2	0.008696
def detectSonyMylo(self): """Return detection of a Sony Mylo device Detects if the current browser is a Sony Mylo device. """ return UAgentInfo.manuSony in self.__userAgent \ and (UAgentInfo.qtembedded in self.__userAgent or UAgentInfo.mylocom2 in self.__user...	[ "def", "detectSonyMylo", "(", "self", ")", ":", "return", "UAgentInfo", ".", "manuSony", "in", "self", ".", "__userAgent", "and", "(", "UAgentInfo", ".", "qtembedded", "in", "self", ".", "__userAgent", "or", "UAgentInfo", ".", "mylocom2", "in", "self", ".", ...	39.875	0.009202
def close(self): '''Clean up.''' for path in self._temp_filenames: if os.path.exists(path): os.remove(path)	[ "def", "close", "(", "self", ")", ":", "for", "path", "in", "self", ".", "_temp_filenames", ":", "if", "os", ".", "path", ".", "exists", "(", "path", ")", ":", "os", ".", "remove", "(", "path", ")" ]	29.4	0.013245
def index_queryset(self, using=None): """Used when the entire index for model is updated.""" return self.get_model().objects.filter( modified__lte=datetime.datetime.now(), status=STATUS.published )	[ "def", "index_queryset", "(", "self", ",", "using", "=", "None", ")", ":", "return", "self", ".", "get_model", "(", ")", ".", "objects", ".", "filter", "(", "modified__lte", "=", "datetime", ".", "datetime", ".", "now", "(", ")", ",", "status", "=", ...	40	0.008163
def decode_timeseries(self, resp_ttb, tsobj, convert_timestamp=False): """ Fills an TsObject with the appropriate data and metadata from a TTB-encoded TsGetResp / TsQueryResp. :param resp_ttb: the decoded TTB data :type resp_ttb: TTB-encoded tsqueryrsp ...	[ "def", "decode_timeseries", "(", "self", ",", "resp_ttb", ",", "tsobj", ",", "convert_timestamp", "=", "False", ")", ":", "if", "resp_ttb", "is", "None", ":", "return", "tsobj", "self", ".", "maybe_err_ttb", "(", "resp_ttb", ")", "# NB: some queries return a BAR...	37.93617	0.00164

def skip_cycles(self) -> int: """The number of cycles dedicated to skips.""" return sum((int(re.sub(r'\D', '', op)) for op in self.skip_tokens))

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def block17(net, scale=1.0, activation_fn=tf.nn.relu, scope=None, reuse=None): """Builds the 17x17 resnet block.""" with tf.variable_scope(scope, 'Block17', [net], reuse=reuse): with tf.variable_scope('Branch_0'): tower_conv = slim.conv2d(net, 192, 1, scope='Conv2d_1x1') with tf.variable_scope('Branch...

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def lognormcdf(x, mu, tau): """Log-normal cumulative density function""" x = np.atleast_1d(x) return np.array( [0.5 * (1 - flib.derf(-(np.sqrt(tau / 2)) * (np.log(y) - mu))) for y in x])

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def magfit(logfile): '''find best magnetometer offset fit to a log file''' print("Processing log %s" % filename) mlog = mavutil.mavlink_connection(filename, notimestamps=args.notimestamps) flying = False gps_heading = 0.0 data = [] # get the current mag offsets m = mlog.recv_match(typ...

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def get_metric(self, timestamp): """Get a metric including all current time series. Get a :class:`opencensus.metrics.export.metric.Metric` with one :class:`opencensus.metrics.export.time_series.TimeSeries` for each set of label values with a recorded measurement. Each `TimeSeries` ...

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def list_job(jid, ext_source=None, display_progress=False): ''' List a specific job given by its jid ext_source If provided, specifies which external job cache to use. display_progress : False If ``True``, fire progress events. .. versionadded:: 2015.8.8 CLI Example: ...

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def unravel(txt, binding, msgtype="response"): """ Will unpack the received text. Depending on the context the original response may have been transformed before transmission. :param txt: :param binding: :param msgtype: :return: """ # logger.debug...

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def get_upper_triangle(correlation_matrix): ''' Extract upper triangle from a square matrix. Negative values are set to 0. Args: correlation_matrix (pandas df): Correlations between all replicates Returns: upper_tri_df (pandas df): Upper triangle extracted from correlation_matrix; rid ...

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def popen_uci(cls, command: Union[str, List[str]], *, timeout: Optional[float] = 10.0, debug: bool = False, setpgrp: bool = False, **popen_args: Any) -> "SimpleEngine": """ Spawns and initializes an UCI engine. Returns a :class:`~chess.engine.SimpleEngine` instance. """ return cl...

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def get_ip_address_info(ip_address, cache=None, nameservers=None, timeout=2.0, parallel=False): """ Returns reverse DNS and country information for the given IP address Args: ip_address (str): The IP address to check cache (ExpiringDict): Cache storage namese...

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def zoomTo(self, bbox): 'set visible area to bbox, maintaining aspectRatio if applicable' self.fixPoint(self.plotviewBox.xymin, bbox.xymin) self.zoomlevel=max(bbox.w/self.canvasBox.w, bbox.h/self.canvasBox.h)

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def transcribe(records, transcribe): """ Perform transcription or back-transcription. transcribe must be one of the following: dna2rna rna2dna """ logging.info('Applying _transcribe generator: ' 'operation to perform is ' + transcribe + '.') for record in records...

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def deleteSNPs(setName) : """deletes a set of polymorphisms""" con = conf.db try : SMaster = SNPMaster(setName = setName) con.beginTransaction() SNPType = SMaster.SNPType con.delete(SNPType, 'setName = ?', (setName,)) SMaster.delete() con.endTransaction() except KeyError : raise KeyError("Can't delete...

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def parse_slab_stats(slab_stats): """Convert output from memcached's `stats slabs` into a Python dict. Newlines are returned by memcached along with carriage returns (i.e. '\r\n'). >>> parse_slab_stats( "STAT 1:chunk_size 96\r\nSTAT 1:chunks_per_page 10922\r\nSTAT " "active_sla...

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def items(self): "Returns a list of (key, value) pairs as 2-tuples." return (list(self._pb.IntMap.items()) + list(self._pb.StringMap.items()) + list(self._pb.FloatMap.items()) + list(self._pb.BoolMap.items()))

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def array_to_schema(arr, **options): """ Generate a JSON schema object with type annotation added for given object. :param arr: Array of mapping objects like dicts :param options: Other keyword options such as: - ac_schema_strict: True if more strict (precise) schema is needed - ac_sch...

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def _spin(coordinates, theta, around): """Rotate a set of coordinates in place around an arbitrary vector. Parameters ---------- coordinates : np.ndarray, shape=(n,3), dtype=float The coordinates being spun. theta : float The angle by which to spin the coordinates, in radians. a...

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def write_data(self, data, dstart=None, swap_axes=True): """Write ``data`` to `file`. Parameters ---------- data : `array-like` Data that should be written to `file`. dstart : non-negative int, optional Offset in bytes of the start position of the written...

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def num_available_breakpoints(self, arm=False, thumb=False, ram=False, flash=False, hw=False): """Returns the number of available breakpoints of the specified type. If ``arm`` is set, gets the number of available ARM breakpoint units. If ``thumb`` is set, gets the number of available THUMB brea...

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def convert(in_file, out_file, in_fmt="", out_fmt=""): """ Converts in_file to out_file, guessing datatype in the absence of in_fmt and out_fmt. Arguments: in_file: The name of the (existing) datafile to read out_file: The name of the file to create with converted data in_f...

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def is_first(self, value): """The is_first property. Args: value (string). the property value. """ if value == self._defaults['ai.session.isFirst'] and 'ai.session.isFirst' in self._values: del self._values['ai.session.isFirst'] else: ...

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def value_nth_person(self, n, array, default = 0): """ Get the value of array for the person whose position in the entity is n. Note that this position is arbitrary, and that members are not sorted. If the nth person does not exist, return ``default`` instead. ...

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def login_required(function=None, message=None, login_url=None): """ Decorator for views that checks that the user is logged in, redirecting to the log-in page if necessary. """ actual_decorator = user_passes_test( lambda u: u.is_authenticated(), message=message, login_url=lo...

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def path_regex(self): """Return the regex for the path to the build folder.""" if self.locale_build: return self.build_list_regex return '%s/' % urljoin(self.build_list_regex, self.builds[self.build_index])

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def dropzoneAt(self, point): """ Returns the dropzone at the inputed point. :param point | <QPoint> """ for dropzone in self._dropzones: rect = dropzone.rect() if ( rect.contains(point) ): return dropzone return None

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def on_click(self, button, **kwargs): """ Maps a click event with its associated callback. Currently implemented events are: ============ ================ ========= Event Callback setting Button ID ============ ================ ========= Left click ...

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def variations(word): """Create variations of the word based on letter combinations like oo, sh, etc.""" if len(word) == 1: return [[word[0]]] elif word == 'aa': return [['A']] elif word == 'ee': return [['i']] elif word == 'ei': return [['ei']] elif word in ['oo...

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def tokenizer(text): """A lexical analyzer for the `mwtab` formatted files. :param str text: `mwtab` formatted text. :return: Tuples of data. :rtype: py:class:`~collections.namedtuple` """ stream = deque(text.split("\n")) while len(stream) > 0: line = stream.popleft() if ...

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def getAttributeName(self, name): '''represents the aname ''' if self.func_aname is None: return name assert callable(self.func_aname), \ 'expecting callable method for attribute func_aname, not %s' %type(self.func_aname) f = self.func_aname return...

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def create_shell(console, manage_dict=None, extra_vars=None, exit_hooks=None): """Creates the shell""" manage_dict = manage_dict or MANAGE_DICT _vars = globals() _vars.update(locals()) auto_imported = import_objects(manage_dict) if extra_vars: auto_imported.update(extra_vars) _vars.u...

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def pt2leaf(self, x): """ Get the leaf which domain contains x. """ if self.leafnode: return self else: if x[self.split_dim] < self.split_value: return self.lower.pt2leaf(x) else: return self.greater.pt2...

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def cmd_init_pull_from_cloud(args): """Initiate the local catalog by downloading the cloud catalog""" (lcat, ccat) = (args.local_catalog, args.cloud_catalog) logging.info("[init-pull-from-cloud]: %s => %s"%(ccat, lcat)) if isfile(lcat): args.error("[init-pull-from-cloud] The local catalog alre...

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def avail_locations(call=None): ''' List all available locations ''' if call == 'action': raise SaltCloudSystemExit( 'The avail_locations function must be called with ' '-f or --function, or with the --list-locations option' ) ret = {} conn = get_conn(ser...

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def _CamelCaseToSnakeCase(path_name): """Converts a field name from camelCase to snake_case.""" result = [] for c in path_name: if c == '_': raise ParseError('Fail to parse FieldMask: Path name ' '{0} must not contain "_"s.'.format(path_name)) if c.isupper(): result += '...

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def _is_valid_url(url): """ Helper function to validate that URLs are well formed, i.e that it contains a valid protocol and a valid domain. It does not actually check if the URL exists """ try: parsed = urlparse(url) mandatory_parts = [parsed.scheme, parsed.n...

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async def fetch(self, method, url, params=None, headers=None, data=None): """Make an HTTP request. Automatically uses configured HTTP proxy, and adds Google authorization header and cookies. Failures will be retried MAX_RETRIES times before raising NetworkError. Args: ...

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def _get_config(**kwargs): ''' Return configuration ''' config = { 'filter_id_regex': ['.*!doc_skip'], 'filter_function_regex': [], 'replace_text_regex': {}, 'proccesser': 'highstate_doc.proccesser_markdown', 'max_render_file_size': 10000, 'note': None ...

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def load_json(json_file, **kwargs): """ Open and load data from a JSON file .. code:: python reusables.load_json("example.json") # {u'key_1': u'val_1', u'key_for_dict': {u'sub_dict_key': 8}} :param json_file: Path to JSON file as string :param kwargs: Additional arguments for the ...

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def generate_words(files): """ Transform list of files to list of words, removing new line character and replace name entity '<NE>...</NE>' and abbreviation '<AB>...</AB>' symbol """ repls = {'<NE>' : '','</NE>' : '','<AB>': '','</AB>': ''} words_all = [] for i, file in enumerate(files...

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def message(self, message=None): """ Set response message """ if message is not None: self.response_model.message = message return self.response_model.message

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def getArguments(parser): "Provides additional validation of the arguments collected by argparse." args = parser.parse_args() if not '{}' in args.output: raise argparse.ArgumentError(args.output, 'The output argument string must contain the sequence "{}".') return args

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def srfrec(body, longitude, latitude): """ Convert planetocentric latitude and longitude of a surface point on a specified body to rectangular coordinates. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/srfrec_c.html :param body: NAIF integer code of an extended body. :type body: int ...

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def connected_components(G): """ Check if G is connected and return list of sets. Every set contains all vertices in one connected component. """ result = [] vertices = set(G.vertices) while vertices: n = vertices.pop() group = {n} queue = Queue() q...

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def fuse_list( mafs ): """ Try to fuse a list of blocks by progressively fusing each adjacent pair. """ last = None for m in mafs: if last is None: last = m else: fused = fuse( last, m ) if fused: last = fused else: ...

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def replace(input, **params): """ Replaces field value :param input: :param params: :return: """ PARAM_REPLACE_LIST = 'replace' REPLACE_FIELD = 'field' REPLACE_FIND_VALUE = 'value.to_find' REPLACE_WITH_VALUE = 'value.replace_with' replace_list = params.get(PARAM_REPLACE_LIST...

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def print_map(self): """Open impact report dialog used to tune report when printing.""" # Check if selected layer is valid impact_layer = self.iface.activeLayer() if impact_layer is None: # noinspection PyCallByClass,PyTypeChecker QMessageBox.warning( ...

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def deploy( config, name, bucket, timeout, memory, description, subnet_ids, security_group_ids ): """ Deploy/Update a function from a project directory """ # options should override config if it is there myname = name or config.name mybucket = bucket or config.bucket ...

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def cleanup_dataset(dataset, data_home=None, ext=".zip"): """ Removes the dataset directory and archive file from the data home directory. Parameters ---------- dataset : str The name of the dataset; should either be a folder in data home or specified in the yellowbrick.datasets.DAT...

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def submit(self, subreddit, title, text=None, url=None, captcha=None, save=None, send_replies=None, resubmit=None, **kwargs): """Submit a new link to the given subreddit. Accepts either a Subreddit object or a str containing the subreddit's display name. :param resubmit:...

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def start(self): """ Find the first data entry and prepare to parse. """ while not self.is_start(self.current_tag): self.next() self.new_entry()

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def all_options(self): """Returns the set of all options used in all export entries""" items = chain.from_iterable(hosts.values() for hosts in self.data.values()) return set(chain.from_iterable(items))

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def find_visible_elements(driver, selector, by=By.CSS_SELECTOR): """ Finds all WebElements that match a selector and are visible. Similar to webdriver.find_elements. @Params driver - the webdriver object (required) selector - the locator that is used to search the DOM (required) by - the met...

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def global_items(self): """Iterate over (key, value) pairs in the ``globals`` table.""" for (k, v) in self.sql('global_dump'): yield (self.unpack(k), self.unpack(v))

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def parse_java_version(cls, version): """Parses the java version (given a string or Revision object). Handles java version-isms, converting things like '7' -> '1.7' appropriately. Truncates input versions down to just the major and minor numbers (eg, 1.6), ignoring extra versioning information after t...

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def drop_table(self, table): """ Drop a table from the MyDB context. ## Arguments * `table` (str): The name of the table to drop. """ job_id = self.submit("DROP TABLE %s"%table, context="MYDB") status = self.monitor(job_id) if status[0] != 5: ...

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def plfit_lsq(x,y): """ Returns A and B in y=Ax^B http://mathworld.wolfram.com/LeastSquaresFittingPowerLaw.html """ n = len(x) btop = n * (log(x)*log(y)).sum() - (log(x)).sum()*(log(y)).sum() bbottom = n*(log(x)**2).sum() - (log(x).sum())**2 b = btop / bbottom a = ( log(y).sum() - b ...

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async def validate(state, holdout_glob): """Validate the trained model against holdout games. Args: state: the RL loop State instance. holdout_glob: a glob that matches holdout games. """ if not glob.glob(holdout_glob): print('Glob "{}" didn\'t match any files, skipping validation'.format( ...

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def create_pywbem_ssl_context(): """ Create an SSL context based on what is commonly accepted as the required limitations. This code attempts to create the same context for Python 2 and Python 3 except for the ciphers This list is based on what is currently defined in the Python SSL ...

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def indexer_receiver(sender, json=None, record=None, index=None, **dummy_kwargs): """Connect to before_record_index signal to transform record for ES.""" if index and index.startswith('grants-'): # Generate suggest field suggestions = [ json.get('code'), ...

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def guess_filename(filename): """Guess filename""" if osp.isfile(filename): return filename if not filename.endswith('.py'): filename += '.py' for path in [getcwd_or_home()] + sys.path: fname = osp.join(path, filename) if osp.isfile(fname): return fna...

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def segmenttable_get_by_name(xmldoc, name): """ Retrieve the segmentlists whose name equals name. The result is a segmentlistdict indexed by instrument. The output of this function is not coalesced, each segmentlist contains the segments as found in the segment table. NOTE: this is a light-weight version of t...

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def get_aggregate_by_id(self, account_id: str) -> AccountAggregate: """ Returns the aggregate for the given id """ account = self.get_by_id(account_id) return self.get_account_aggregate(account)

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def get_genetic_profiles(study_id, profile_filter=None): """Return all the genetic profiles (data sets) for a given study. Genetic profiles are different types of data for a given study. For instance the study 'cellline_ccle_broad' has profiles such as 'cellline_ccle_broad_mutations' for mutations, 'ce...

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def retry_request(method, url, headers=None, payload=None, auth=None, tries=10, initial_interval=5, callback=None): """Retry an HTTP request with linear backoff. Returns the response if the status code is < 400 or waits (try * initial_interval) seconds and retries (up to tries times) if i...

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def find_offsets(data, ofs): '''find mag offsets by applying Bills "offsets revisited" algorithm on the data This is an implementation of the algorithm from: http://gentlenav.googlecode.com/files/MagnetometerOffsetNullingRevisited.pdf ''' # a limit on the maximum change in each ...

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def _ReraiseTypeErrorWithFieldName(message_name, field_name): """Re-raise the currently-handled TypeError with the field name added.""" exc = sys.exc_info()[1] if len(exc.args) == 1 and type(exc) is TypeError: # simple TypeError; add field name to exception message exc = TypeError('%s for field %s.%s' % (...

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def ensure_running(self): '''Make sure that semaphore tracker process is running. This can be run from any process. Usually a child process will use the semaphore created by its parent.''' with self._lock: if self._fd is not None: # semaphore tracker was lau...

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def client_detect(self, client, starttime, endtime, threshold, threshold_type, trig_int, plotvar, min_gap=None, daylong=False, parallel_process=True, xcorr_func=None, concurrency=None, cores=None, ignore_length=False, group_size=Non...

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def has_split(self, split_name): """ Checks whether or not the split with the given name exists. Parameters ---------- split_name : str name of the split """ if os.path.exists(os.path.join(self.split_dir, split_name)): return True ...

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def register_view(self, view): """Creates treeview columns, and connect missing signals""" # if stand-alone, connects the window delete event to # kill the loop if self.view.is_stand_alone(): import gtk self.view.get_top_widget().connect('delete-event', ...

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def setCentralWidget(self, widget): """ Sets the central widget for this button. :param widget | <QWidget> """ self.setEnabled(widget is not None) self._popupWidget.setCentralWidget(widget)

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def generator(self) -> Iterator[str]: """ Create a generate that iterates the whole content of the file or string. :return: An iterator iterating the lines of the text stream, separated by ``'\\n'`` or ``'\\r'``. """ stream = self.stream # In case that ``self.stream`` is change...

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def _make_section_node(self, template, tag_type, tag_key, parsed_section, section_start_index, section_end_index): """ Create and return a section node for the parse tree. """ if tag_type == '#': return _SectionNode(tag_key, parsed_section, self._d...

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def configs_for_writer(writer=None, ppp_config_dir=None): """Generator of writer configuration files for one or more writers Args: writer (Optional[str]): Yield configs only for this writer ppp_config_dir (Optional[str]): Additional configuration directory to search for writer confi...

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def default_links_factory_with_additional(additional_links): """Generate a links generation factory with the specified additional links. :param additional_links: A dict of link names to links to be added to the returned object. :returns: A link generation factory. """ def factory(pid, **...

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def col (loc,strg): """Returns current column within a string, counting newlines as line separators. The first column is number 1. Note: the default parsing behavior is to expand tabs in the input string before starting the parsing process. See L{I{ParserElement.parseString}<ParserElement.parseString>} f...

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52.25

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def find_all(soup, name=None, attrs=None, recursive=True, text=None, limit=None, **kwargs): """The `find` and `find_all` methods of `BeautifulSoup` don't handle the `text` parameter combined with other parameters. This is necessary for e.g. finding links containing a string or pattern. This me...

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def move_selection(reverse=False): """ Goes through the list of gunicorns, setting the selected as the one after the currently selected. """ global selected_pid if selected_pid not in gunicorns: selected_pid = None found = False pids = sorted(gunicorns.keys(), reverse=reverse) ...

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31.5

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def _sign(private_key, data, hash_algorithm, rsa_pss_padding=False): """ Generates an RSA, DSA or ECDSA signature :param private_key: The PrivateKey to generate the signature with :param data: A byte string of the data the signature is for :param hash_algorithm: A unicode ...

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def unregister(self, measurement_class, callback): """Stop notifying ``callback`` of new values of ``measurement_class``. If the callback wasn't previously registered, this method will have no effect. """ self.callbacks[Measurement.name_from_class(measurement_class) ...

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41.875

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def owned_ecs(self): '''A list of the execution contexts owned by this component.''' with self._mutex: if not self._owned_ecs: self._owned_ecs = [ExecutionContext(ec, self._obj.get_context_handle(ec)) \ for ec in self._obj.get_owned_con...

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def listDatasets(self, dataset="", parent_dataset="", is_dataset_valid=1, release_version="", pset_hash="", app_name="", output_module_label="", global_tag="", processing_version=0, acquisition_era_name="", run_num=-1, physics_group_name="", logical_file_name="", primary_ds_name="", primary_ds_t...

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def hist_calls_with_dims(**dims): """Decorator to check the distribution of return values of a function with dimensions. """ def hist_wrapper(fn): @functools.wraps(fn) def fn_wrapper(*args, **kwargs): _histogram = histogram( "%s_calls" % pyformance.registry.ge...

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def get_referer(req, replace_ampersands=False): """ Return the referring page of a request. Referer (wikipedia): Referer is a common misspelling of the word "referrer"; so common, in fact, that it made it into the official specification of HTTP. When visiting a webpage, the referer or referring page...

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def extractall(filename, directory, backend='auto', auto_create_dir=False): ''' :param backend: auto, patool or zipfile :param filename: path to archive file :param directory: directory to extract to :param auto_create_dir: auto create directory ''' Archive(filename, backend).extractall(dire...

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43.666667

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def dispatch(self, *args, **kwargs): """This decorator sets this view to have restricted permissions.""" return super(AnimalYearArchive, self).dispatch(*args, **kwargs)

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60.666667

0.01087

def setChatPhoto(self, chat_id, photo): """ See: https://core.telegram.org/bots/api#setchatphoto """ p = _strip(locals(), more=['photo']) return self._api_request_with_file('setChatPhoto', _rectify(p), 'photo', photo)

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59.5

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def before_add_field(self, field): """ If extract_fields is set to True, then '*' fields will be removed and each individual field will read from the model meta data and added. """ if self.extract_fields and field.name == '*': field.ignore = True fields = ...

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45.666667

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def decode(self, litmap): """Convert the DNF to an expression.""" return Or(*[And(*[litmap[idx] for idx in clause]) for clause in self.clauses])

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44.25

0.011111

def date_to_long_form_string(dt, locale_ = 'en_US.utf8'): '''dt should be a datetime.date object.''' if locale_: old_locale = locale.getlocale() locale.setlocale(locale.LC_ALL, locale_) v = dt.strftime("%A %B %d %Y") if locale_: locale.setlocale(locale.LC_ALL, old_locale) ret...

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35.222222

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def first_up(ofile, Rec, file_type): """ writes the header for a MagIC template file """ keylist = [] pmag_out = open(ofile, 'a') outstring = "tab \t" + file_type + "\n" pmag_out.write(outstring) keystring = "" for key in list(Rec.keys()): keystring = keystring + '\t' + key ...

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27.375

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def color(requestContext, seriesList, theColor): """ Assigns the given color to the seriesList Example:: &target=color(collectd.hostname.cpu.0.user, 'green') &target=color(collectd.hostname.cpu.0.system, 'ff0000') &target=color(collectd.hostname.cpu.0.idle, 'gray') &target=...

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29.733333

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def dumps(o, preserve=False): """Stringifies input dict as toml Args: o: Object to dump into toml preserve: Boolean parameter. If true, preserve inline tables. Returns: String containing the toml corresponding to dict """ retval = "" addtoretval, sections = _dump_sect...

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33.133333

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def abs_energy(self, x): """ As in tsfresh `abs_energy <https://github.com/blue-yonder/tsfresh/blob/master/tsfresh/feature_extraction/\ feature_calculators.py#L390>`_ \ Returns the absolute energy of the time series which is the sum over the squared values\ .. math:: ...

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33.5

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def create_token_generator(input_list): """SQL Generator to select from list of values in Oracle""" ###Generator trick from http://betteratoracle.com/posts/20-how-do-i-bind-a-variable-in-list ###The maximum length of the comma separated list is 4000 characters, therefore we need to split the list ###ORA...

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33.87234

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def init_file(self, filename, lines, expected, line_offset): """Prepare storage for errors.""" super(_PycodestyleReport, self).init_file( filename, lines, expected, line_offset) self.errors = []

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45.2

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def detectSonyMylo(self): """Return detection of a Sony Mylo device Detects if the current browser is a Sony Mylo device. """ return UAgentInfo.manuSony in self.__userAgent \ and (UAgentInfo.qtembedded in self.__userAgent or UAgentInfo.mylocom2 in self.__user...

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39.875

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def close(self): '''Clean up.''' for path in self._temp_filenames: if os.path.exists(path): os.remove(path)

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29.4

0.013245

def index_queryset(self, using=None): """Used when the entire index for model is updated.""" return self.get_model().objects.filter( modified__lte=datetime.datetime.now(), status=STATUS.published )

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40

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def decode_timeseries(self, resp_ttb, tsobj, convert_timestamp=False): """ Fills an TsObject with the appropriate data and metadata from a TTB-encoded TsGetResp / TsQueryResp. :param resp_ttb: the decoded TTB data :type resp_ttb: TTB-encoded tsqueryrsp ...

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37.93617

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