kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def pylog(self, args, *kwargs): """Display all available logging information.""" printerr(self.name, args, kwargs, traceback.format_exc())	[ "def", "pylog", "(", "self", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "printerr", "(", "self", ".", "name", ",", "args", ",", "kwargs", ",", "traceback", ".", "format_exc", "(", ")", ")" ]	51.333333	10.666667
def file_to_list(file_name, file_location): """ Function to import a text file to a list Args: file_name: The name of file to be import file_location: The location of the file, derive from the os module Returns: returns a list """ file = __os.path.join(file_location, file_name)...	[ "def", "file_to_list", "(", "file_name", ",", "file_location", ")", ":", "file", "=", "__os", ".", "path", ".", "join", "(", "file_location", ",", "file_name", ")", "read_file", "=", "open", "(", "file", ",", "\"r\"", ")", "temp_list", "=", "read_file", ...	28.466667	15.8
def addPoint( self, x, y ): """ Adds a new chart point to this item. :param x \| <variant> y \| <variant> """ self._points.append((x, y)) self._dirty = True	[ "def", "addPoint", "(", "self", ",", "x", ",", "y", ")", ":", "self", ".", "_points", ".", "append", "(", "(", "x", ",", "y", ")", ")", "self", ".", "_dirty", "=", "True" ]	26.222222	8.666667
def get_user_and_user_email_by_id(self, user_or_user_email_id): """Retrieve the User and UserEmail object by ID.""" if self.UserEmailClass: user_email = self.db_adapter.get_object(self.UserEmailClass, user_or_user_email_id) user = user_email.user if user_email else None e...	[ "def", "get_user_and_user_email_by_id", "(", "self", ",", "user_or_user_email_id", ")", ":", "if", "self", ".", "UserEmailClass", ":", "user_email", "=", "self", ".", "db_adapter", ".", "get_object", "(", "self", ".", "UserEmailClass", ",", "user_or_user_email_id", ...	51.666667	21.555556
def _find_usage_subnets(self): """find usage for Subnets; return dict of SubnetId to AZ""" # subnets per VPC subnet_to_az = {} subnets = defaultdict(int) for subnet in self.conn.describe_subnets()['Subnets']: subnets[subnet['VpcId']] += 1 subnet_to_az[subn...	[ "def", "_find_usage_subnets", "(", "self", ")", ":", "# subnets per VPC", "subnet_to_az", "=", "{", "}", "subnets", "=", "defaultdict", "(", "int", ")", "for", "subnet", "in", "self", ".", "conn", ".", "describe_subnets", "(", ")", "[", "'Subnets'", "]", "...	39.733333	12.6
def _multitaper_spectrum(self, clm, k, convention='power', unit='per_l', clat=None, clon=None, coord_degrees=True, lmax=None, taper_wt=None): """ Return the multitaper spectrum estimate and standard error for an input SHCoeffs class insta...	[ "def", "_multitaper_spectrum", "(", "self", ",", "clm", ",", "k", ",", "convention", "=", "'power'", ",", "unit", "=", "'per_l'", ",", "clat", "=", "None", ",", "clon", "=", "None", ",", "coord_degrees", "=", "True", ",", "lmax", "=", "None", ",", "t...	40.71875	19.0625
def get_ancestors(self): """ Get all unique instance ancestors """ ancestors = list(self.get_parents()) ancestor_unique_attributes = set([(a.__class__, a.id) for a in ancestors]) ancestors_with_parents = [a for a in ancestors if isinstance(a, DescendantMixin)] for ancestor in anc...	[ "def", "get_ancestors", "(", "self", ")", ":", "ancestors", "=", "list", "(", "self", ".", "get_parents", "(", ")", ")", "ancestor_unique_attributes", "=", "set", "(", "[", "(", "a", ".", "__class__", ",", "a", ".", "id", ")", "for", "a", "in", "ance...	53.7	19.2
def list_operations(self, name, filter_, page_size=0, options=None): """ Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns ``UNIMPLEMENTED``. NOTE: the ``name`` binding below allows API services to override the binding ...	[ "def", "list_operations", "(", "self", ",", "name", ",", "filter_", ",", "page_size", "=", "0", ",", "options", "=", "None", ")", ":", "# Create the request object.", "request", "=", "operations_pb2", ".", "ListOperationsRequest", "(", "name", "=", "name", ","...	47.06	24.54
def length_estimate(self): ''' Calculates and estimated word count based on number of characters, locations, and arcs. For reference see: http://www.writingexcuses.com/2017/07/02/12-27-choosing-a-length/ ''' characters = self.characterinstance_set.filter( Q(ma...	[ "def", "length_estimate", "(", "self", ")", ":", "characters", "=", "self", ".", "characterinstance_set", ".", "filter", "(", "Q", "(", "main_character", "=", "True", ")", "\|", "Q", "(", "pov_character", "=", "True", ")", "\|", "Q", "(", "protagonist", "=...	41.266667	15.8
def save(f, arr, vocab): """ Save word embedding file. Check :func:`word_embedding_loader.saver.glove.save` for the API. """ f.write(('%d %d' % (arr.shape[0], arr.shape[1])).encode('utf-8')) for word, idx in vocab: _write_line(f, arr[idx], word)	[ "def", "save", "(", "f", ",", "arr", ",", "vocab", ")", ":", "f", ".", "write", "(", "(", "'%d %d'", "%", "(", "arr", ".", "shape", "[", "0", "]", ",", "arr", ".", "shape", "[", "1", "]", ")", ")", ".", "encode", "(", "'utf-8'", ")", ")", ...	33.75	12.5
def size_r_img_inches(width, height): """Compute the width and height for an R image for display in IPython Neight width nor height can be null but should be integer pixel values > 0. Returns a tuple of (width, height) that should be used by ggsave in R to produce an appropriately sized jpeg/png/pdf i...	[ "def", "size_r_img_inches", "(", "width", ",", "height", ")", ":", "# both width and height are given", "aspect_ratio", "=", "height", "/", "(", "1.0", "", "width", ")", "return", "R_IMAGE_SIZE", ",", "round", "(", "aspect_ratio", "", "R_IMAGE_SIZE", ",", "2",...	41	20.384615
def collect_aliases(self): """Collect the type aliases in the source. :sig: () -> None """ self.aliases = get_aliases(self._code_lines) for alias, signature in self.aliases.items(): _, _, requires = parse_signature(signature) self.required_types \|= requir...	[ "def", "collect_aliases", "(", "self", ")", ":", "self", ".", "aliases", "=", "get_aliases", "(", "self", ".", "_code_lines", ")", "for", "alias", ",", "signature", "in", "self", ".", "aliases", ".", "items", "(", ")", ":", "_", ",", "_", ",", "requi...	35.5	11.4
def cut(self): """ Copy the currently selected text to the clipboard and delete it if it's inside the input buffer. """ self.copy() if self.can_cut(): self._control.textCursor().removeSelectedText()	[ "def", "cut", "(", "self", ")", ":", "self", ".", "copy", "(", ")", "if", "self", ".", "can_cut", "(", ")", ":", "self", ".", "_control", ".", "textCursor", "(", ")", ".", "removeSelectedText", "(", ")" ]	35.428571	12
def read_file(rel_path, paths=None, raw=False, as_list=False, as_iter=False, args, *kwargs): ''' find a file that lives somewhere within a set of paths and return its contents. Default paths include 'static_dir' ''' if not rel_path: raise ValueError("rel_path can not ...	[ "def", "read_file", "(", "rel_path", ",", "paths", "=", "None", ",", "raw", "=", "False", ",", "as_list", "=", "False", ",", "as_iter", "=", "False", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "if", "not", "rel_path", ":", "raise", "Value...	32.428571	20.085714
def scale_axes_from_data(self): """Restrict data limits for Y-axis based on what you can see """ # get tight limits for X-axis if self.args.xmin is None: self.args.xmin = min(ts.xspan[0] for ts in self.timeseries) if self.args.xmax is None: self.args.xmax ...	[ "def", "scale_axes_from_data", "(", "self", ")", ":", "# get tight limits for X-axis", "if", "self", ".", "args", ".", "xmin", "is", "None", ":", "self", ".", "args", ".", "xmin", "=", "min", "(", "ts", ".", "xspan", "[", "0", "]", "for", "ts", "in", ...	45.1875	13.875
def add_errback(future, callback, loop=None): '''Add a ``callback`` to a ``future`` executed only if an exception or cancellation has occurred.''' def _error_back(fut): if fut._exception: callback(fut.exception()) elif fut.cancelled(): callback(CancelledError()) ...	[ "def", "add_errback", "(", "future", ",", "callback", ",", "loop", "=", "None", ")", ":", "def", "_error_back", "(", "fut", ")", ":", "if", "fut", ".", "_exception", ":", "callback", "(", "fut", ".", "exception", "(", ")", ")", "elif", "fut", ".", ...	34.166667	12.833333
def dump(archive, calc_id=0, user=None): """ Dump the openquake database and all the complete calculations into a zip file. In a multiuser installation must be run as administrator. """ t0 = time.time() assert archive.endswith('.zip'), archive getfnames = 'select ds_calc_dir \|\| ".hdf5" from ...	[ "def", "dump", "(", "archive", ",", "calc_id", "=", "0", ",", "user", "=", "None", ")", ":", "t0", "=", "time", ".", "time", "(", ")", "assert", "archive", ".", "endswith", "(", "'.zip'", ")", ",", "archive", "getfnames", "=", "'select ds_calc_dir \|\| \...	40	16.827586
def set_coords(self, x=0, y=0, z=0, t=0): """ set coords of agent in an arbitrary world """ self.coords = {} self.coords['x'] = x self.coords['y'] = y self.coords['z'] = z self.coords['t'] = t	[ "def", "set_coords", "(", "self", ",", "x", "=", "0", ",", "y", "=", "0", ",", "z", "=", "0", ",", "t", "=", "0", ")", ":", "self", ".", "coords", "=", "{", "}", "self", ".", "coords", "[", "'x'", "]", "=", "x", "self", ".", "coords", "["...	27.555556	8.222222
def _load_connection_error(hostname, error): ''' Format and Return a connection error ''' ret = {'code': None, 'content': 'Error: Unable to connect to the bigip device: {host}\n{error}'.format(host=hostname, error=error)} return ret	[ "def", "_load_connection_error", "(", "hostname", ",", "error", ")", ":", "ret", "=", "{", "'code'", ":", "None", ",", "'content'", ":", "'Error: Unable to connect to the bigip device: {host}\\n{error}'", ".", "format", "(", "host", "=", "hostname", ",", "error", ...	30.875	33.875
def merkleroot(merkletree: 'MerkleTreeState') -> Locksroot: """ Return the root element of the merkle tree. """ assert merkletree.layers, 'the merkle tree layers are empty' assert merkletree.layers[MERKLEROOT], 'the root layer is empty' return Locksroot(merkletree.layers[MERKLEROOT][0])	[ "def", "merkleroot", "(", "merkletree", ":", "'MerkleTreeState'", ")", "->", "Locksroot", ":", "assert", "merkletree", ".", "layers", ",", "'the merkle tree layers are empty'", "assert", "merkletree", ".", "layers", "[", "MERKLEROOT", "]", ",", "'the root layer is emp...	49.833333	20.666667
def set_logfile(path, instance): """Specify logfile path""" global logfile logfile = os.path.normpath(path) + '/hfos.' + instance + '.log'	[ "def", "set_logfile", "(", "path", ",", "instance", ")", ":", "global", "logfile", "logfile", "=", "os", ".", "path", ".", "normpath", "(", "path", ")", "+", "'/hfos.'", "+", "instance", "+", "'.log'" ]	29.4	19.4
def _create_syns(b, needed_syns): """ Create empty synthetics :parameter b: the :class:`phoebe.frontend.bundle.Bundle` :parameter list needed_syns: list of dictionaries containing kwargs to access the dataset (dataset, component, kind) :return: :class:`phoebe.parameters.parameters.Parameter...	[ "def", "_create_syns", "(", "b", ",", "needed_syns", ")", ":", "# needs_mesh = {info['dataset']: info['kind'] for info in needed_syns if info['needs_mesh']}", "params", "=", "[", "]", "for", "needed_syn", "in", "needed_syns", ":", "# print \"*** _create_syns needed_syn\", needed_...	43.294118	26.196078
def alias_repository(self, repository_id, alias_id): """Adds an ``Id`` to a ``Repository`` for the purpose of creating compatibility. The primary ``Id`` of the ``Repository`` is determined by the provider. The new ``Id`` is an alias to the primary ``Id``. If the alias is a pointer to an...	[ "def", "alias_repository", "(", "self", ",", "repository_id", ",", "alias_id", ")", ":", "# Implemented from template for", "# osid.resource.BinLookupSession.alias_bin_template", "if", "self", ".", "_catalog_session", "is", "not", "None", ":", "return", "self", ".", "_c...	49	21.038462
def compile_model(self, input_model_config, output_model_config, role, job_name, stop_condition, tags): """Create an Amazon SageMaker Neo compilation job. Args: input_model_config (dict): the trained model and the Amazon S3 location where it is stored. outp...	[ "def", "compile_model", "(", "self", ",", "input_model_config", ",", "output_model_config", ",", "role", ",", "job_name", ",", "stop_condition", ",", "tags", ")", ":", "compilation_job_request", "=", "{", "'InputConfig'", ":", "input_model_config", ",", "'OutputConf...	50.727273	29.909091
def _set_prompt(self): """Set prompt so it displays the current working directory.""" self.cwd = os.getcwd() self.prompt = Fore.CYAN + '{!r} $ '.format(self.cwd) + Fore.RESET	[ "def", "_set_prompt", "(", "self", ")", ":", "self", ".", "cwd", "=", "os", ".", "getcwd", "(", ")", "self", ".", "prompt", "=", "Fore", ".", "CYAN", "+", "'{!r} $ '", ".", "format", "(", "self", ".", "cwd", ")", "+", "Fore", ".", "RESET" ]	48.75	15.25
def create_tcp_monitor(self, topics, batch_size=1, batch_duration=0, compression='gzip', format_type='json'): """Creates a TCP Monitor instance in Device Cloud for a given list of topics :param topics: a string list of topics (e.g. ['DeviceCore[U]', 'FileDat...	[ "def", "create_tcp_monitor", "(", "self", ",", "topics", ",", "batch_size", "=", "1", ",", "batch_duration", "=", "0", ",", "compression", "=", "'gzip'", ",", "format_type", "=", "'json'", ")", ":", "monitor_xml", "=", "\"\"\"\\\n <Monitor>\n <mo...	43.555556	18.555556
def submit_sample(self, filepath, filename, tags=['TheHive']): """ Uploads a new sample to VMRay api. Filename gets sent base64 encoded. :param filepath: path to sample :type filepath: str :param filename: filename of the original file :type filename: str :param ...	[ "def", "submit_sample", "(", "self", ",", "filepath", ",", "filename", ",", "tags", "=", "[", "'TheHive'", "]", ")", ":", "apiurl", "=", "'/rest/sample/submit?sample_file'", "params", "=", "{", "'sample_filename_b64enc'", ":", "base64", ".", "b64encode", "(", ...	43.133333	19.666667
def assign_edge_colors_and_widths(self): """ Resolve conflict of 'node_color' and 'node_style['fill'] args which are redundant. Default is node_style.fill unless user entered node_color. To enter multiple colors user must use node_color not style fill. Either way, we build a lis...	[ "def", "assign_edge_colors_and_widths", "(", "self", ")", ":", "# node_color overrides fill. Tricky to catch cuz it can be many types.", "# SET edge_widths and POP edge_style.stroke-width", "if", "self", ".", "style", ".", "edge_widths", "is", "None", ":", "if", "not", "self", ...	51.328571	22.642857
def list_subscriptions(self, target_id=None, ids=None, query_flags=None): """ListSubscriptions. [Preview API] :param str target_id: :param [str] ids: :param str query_flags: :rtype: [NotificationSubscription] """ query_parameters = {} if target_id ...	[ "def", "list_subscriptions", "(", "self", ",", "target_id", "=", "None", ",", "ids", "=", "None", ",", "query_flags", "=", "None", ")", ":", "query_parameters", "=", "{", "}", "if", "target_id", "is", "not", "None", ":", "query_parameters", "[", "'targetId...	49.238095	20.571429
def euclidean(h1, h2): # 9 us @array, 33 us @list \w 100 bins r""" Equal to Minowski distance with :math:`p=2`. See also -------- minowski """ h1, h2 = __prepare_histogram(h1, h2) return math.sqrt(scipy.sum(scipy.square(scipy.absolute(h1 - h2))))	[ "def", "euclidean", "(", "h1", ",", "h2", ")", ":", "# 9 us @array, 33 us @list \\w 100 bins", "h1", ",", "h2", "=", "__prepare_histogram", "(", "h1", ",", "h2", ")", "return", "math", ".", "sqrt", "(", "scipy", ".", "sum", "(", "scipy", ".", "square", "...	27.4	17.9
def get_vid_from_url(self, url): """Extracts video ID from live.qq.com. """ hit = re.search(r'live.qq.com/(\d+)', url) if hit is not None: return hit.group(1) hit = re.search(r'live.qq.com/directory/match/(\d+)', url) if hit is not None: return sel...	[ "def", "get_vid_from_url", "(", "self", ",", "url", ")", ":", "hit", "=", "re", ".", "search", "(", "r'live.qq.com/(\\d+)'", ",", "url", ")", "if", "hit", "is", "not", "None", ":", "return", "hit", ".", "group", "(", "1", ")", "hit", "=", "re", "."...	37.714286	11.214286
def time_str (time_t, slug = False): '''Converts floating point number a'la time.time() using DEFAULT_TIMEFORMAT ''' return datetime.fromtimestamp (int (time_t)).strftime ( DEFAULT_SLUGFORMAT if slug else DEFAULT_TIMEFORMAT)	[ "def", "time_str", "(", "time_t", ",", "slug", "=", "False", ")", ":", "return", "datetime", ".", "fromtimestamp", "(", "int", "(", "time_t", ")", ")", ".", "strftime", "(", "DEFAULT_SLUGFORMAT", "if", "slug", "else", "DEFAULT_TIMEFORMAT", ")" ]	38.5	16.166667
def parse(self, fd): """very simple parser - but why would we want it to be complex?""" def resolve_args(args): # FIXME break this out, it's in common with the templating stuff elsewhere root = self.sections[0] val_dict = dict(('<' + t + '>', u) for (t, u) in root.ge...	[ "def", "parse", "(", "self", ",", "fd", ")", ":", "def", "resolve_args", "(", "args", ")", ":", "# FIXME break this out, it's in common with the templating stuff elsewhere", "root", "=", "self", ".", "sections", "[", "0", "]", "val_dict", "=", "dict", "(", "(", ...	40.49635	16.394161
def _wait_for_any_event(events, timeout_s): """Wait for any in a list of threading.Event's to be set. Args: events: List of threading.Event's. timeout_s: Max duration in seconds to wait before returning. Returns: True if at least one event was set before the timeout expired, else False. """ de...	[ "def", "_wait_for_any_event", "(", "events", ",", "timeout_s", ")", ":", "def", "any_event_set", "(", ")", ":", "return", "any", "(", "event", ".", "is_set", "(", ")", "for", "event", "in", "events", ")", "result", "=", "timeouts", ".", "loop_until_timeout...	30.941176	21.176471
def FUNCTIONNOPROTO(self, _cursor_type): """Handles function with no prototype.""" # id, returns, attributes returns = _cursor_type.get_result() # if self.is_fundamental_type(returns): returns = self.parse_cursor_type(returns) attributes = [] obj = typedesc.Functi...	[ "def", "FUNCTIONNOPROTO", "(", "self", ",", "_cursor_type", ")", ":", "# id, returns, attributes", "returns", "=", "_cursor_type", ".", "get_result", "(", ")", "# if self.is_fundamental_type(returns):", "returns", "=", "self", ".", "parse_cursor_type", "(", "returns", ...	40.636364	8.909091
def replace_name_with_id(cls, name): """ Used to replace a foreign key reference using a name with an ID. Works by searching the record in Pulsar and expects to find exactly one hit. First, will check if the foreign key reference is an integer value and if so, returns that as it is presu...	[ "def", "replace_name_with_id", "(", "cls", ",", "name", ")", ":", "try", ":", "int", "(", "name", ")", "return", "name", "#Already a presumed ID.", "except", "ValueError", ":", "pass", "#Not an int, so maybe a combination of MODEL_ABBR and Primary Key, i.e. B-8.", "if", ...	48.04	28.6
def append(self, vals: list, index=None): """ Append a row to the main dataframe :param vals: list of the row values to add :type vals: list :param index: index key, defaults to None :param index: any, optional :example: ``ds.append([0, 2, 2, 3, 4])`` ""...	[ "def", "append", "(", "self", ",", "vals", ":", "list", ",", "index", "=", "None", ")", ":", "try", ":", "self", ".", "df", "=", "self", ".", "df", ".", "loc", "[", "len", "(", "self", ".", "df", ".", "index", ")", "]", "=", "vals", "except",...	31.176471	13.529412
def liveReceivers(receivers): """Filter sequence of receivers to get resolved, live receivers This is a generator which will iterate over the passed sequence, checking for weak references and resolving them, then returning all live receivers. """ for receiver in receivers: if isinst...	[ "def", "liveReceivers", "(", "receivers", ")", ":", "for", "receiver", "in", "receivers", ":", "if", "isinstance", "(", "receiver", ",", "WEAKREF_TYPES", ")", ":", "# Dereference the weak reference.", "receiver", "=", "receiver", "(", ")", "if", "receiver", "is"...	32.8125	11.8125
def record_set_absent(name, zone_name, resource_group, connection_auth=None): ''' .. versionadded:: Fluorine Ensure a record set does not exist in the DNS zone. :param name: Name of the record set. :param zone_name: Name of the DNS zone. :param resource_group: The res...	[ "def", "record_set_absent", "(", "name", ",", "zone_name", ",", "resource_group", ",", "connection_auth", "=", "None", ")", ":", "ret", "=", "{", "'name'", ":", "name", ",", "'result'", ":", "False", ",", "'comment'", ":", "''", ",", "'changes'", ":", "{...	26.815385	25.738462
def del_doc(self, doc): """ Delete a document """ logger.info("Removing doc from the index: %s" % doc) doc = doc.clone() # make sure it can be serialized safely self.docsearch.index.del_doc(doc)	[ "def", "del_doc", "(", "self", ",", "doc", ")", ":", "logger", ".", "info", "(", "\"Removing doc from the index: %s\"", "%", "doc", ")", "doc", "=", "doc", ".", "clone", "(", ")", "# make sure it can be serialized safely", "self", ".", "docsearch", ".", "index...	33.857143	11.285714
def set_beam_prop(self, prop, values, repeat="up"): """ Specify the properties of the beams :param values: :param repeat: if 'up' then duplicate up the structure :return: """ values = np.array(values) if repeat == "up": assert len(values.shape...	[ "def", "set_beam_prop", "(", "self", ",", "prop", ",", "values", ",", "repeat", "=", "\"up\"", ")", ":", "values", "=", "np", ".", "array", "(", "values", ")", "if", "repeat", "==", "\"up\"", ":", "assert", "len", "(", "values", ".", "shape", ")", ...	37.684211	14.421053
def assert_text_visible(self, text, selector="html", by=By.CSS_SELECTOR, timeout=settings.SMALL_TIMEOUT): """ Same as assert_text() """ if self.timeout_multiplier and timeout == settings.SMALL_TIMEOUT: timeout = self.__get_new_timeout(timeout) return self....	[ "def", "assert_text_visible", "(", "self", ",", "text", ",", "selector", "=", "\"html\"", ",", "by", "=", "By", ".", "CSS_SELECTOR", ",", "timeout", "=", "settings", ".", "SMALL_TIMEOUT", ")", ":", "if", "self", ".", "timeout_multiplier", "and", "timeout", ...	61	21.5
def cleanup_all(data_home=None): """ Cleans up all the example datasets in the data directory specified by ``get_data_home`` either to clear up disk space or start from fresh. """ removed = 0 for name, meta in DATASETS.items(): _, ext = os.path.splitext(meta['url']) removed += cl...	[ "def", "cleanup_all", "(", "data_home", "=", "None", ")", ":", "removed", "=", "0", "for", "name", ",", "meta", "in", "DATASETS", ".", "items", "(", ")", ":", "_", ",", "ext", "=", "os", ".", "path", ".", "splitext", "(", "meta", "[", "'url'", "]...	35.538462	22
def connected_components(graph): """ Connected components. @type graph: graph, hypergraph @param graph: Graph. @rtype: dictionary @return: Pairing that associates each node to its connected component. """ recursionlimit = getrecursionlimit() setrecursionlimit(max(len(graph.nodes(...	[ "def", "connected_components", "(", "graph", ")", ":", "recursionlimit", "=", "getrecursionlimit", "(", ")", "setrecursionlimit", "(", "max", "(", "len", "(", "graph", ".", "nodes", "(", ")", ")", "*", "2", ",", "recursionlimit", ")", ")", "visited", "=", ...	26.12	19.88
def get_file(self): """ Load data into a file and return file path. :return: path to file as string """ content = self._load() if not content: return None filename = "temporary_file.bin" with open(filename, "wb") as file_name: file...	[ "def", "get_file", "(", "self", ")", ":", "content", "=", "self", ".", "_load", "(", ")", "if", "not", "content", ":", "return", "None", "filename", "=", "\"temporary_file.bin\"", "with", "open", "(", "filename", ",", "\"wb\"", ")", "as", "file_name", ":...	27.076923	11.230769
def past_date(start='-30d'): """ Returns a ``date`` object in the past between 1 day ago and the specified ``start``. ``start`` can be a string, another date, or a timedelta. If it's a string, it must start with `-`, followed by and integer and a unit, Eg: ``'-30d'``. Defaults to `'-30d'` Valid...	[ "def", "past_date", "(", "start", "=", "'-30d'", ")", ":", "return", "lambda", "n", ",", "f", ":", "f", ".", "past_date", "(", "start_date", "=", "start", ",", "tzinfo", "=", "get_timezone", "(", ")", ",", ")" ]	32.166667	17.166667
def delete_pool(hostname, username, password, name): ''' Delete an existing pool. hostname The host/address of the bigip device username The iControl REST username password The iControl REST password name The name of the pool which will be deleted ''' re...	[ "def", "delete_pool", "(", "hostname", ",", "username", ",", "password", ",", "name", ")", ":", "ret", "=", "{", "'name'", ":", "name", ",", "'changes'", ":", "{", "}", ",", "'result'", ":", "False", ",", "'comment'", ":", "''", "}", "if", "__opts__"...	27.735849	20.830189
def p_block(self, p): 'block : BEGIN block_statements END' p[0] = Block(p[2], lineno=p.lineno(1)) p.set_lineno(0, p.lineno(1))	[ "def", "p_block", "(", "self", ",", "p", ")", ":", "p", "[", "0", "]", "=", "Block", "(", "p", "[", "2", "]", ",", "lineno", "=", "p", ".", "lineno", "(", "1", ")", ")", "p", ".", "set_lineno", "(", "0", ",", "p", ".", "lineno", "(", "1",...	36.75	8.25
def _cleanupConnections(senderkey, signal): """Delete any empty signals for senderkey. Delete senderkey if empty.""" try: receivers = connections[senderkey][signal] except: pass else: if not receivers: # No more connected receivers. Therefore, remove the signal. ...	[ "def", "_cleanupConnections", "(", "senderkey", ",", "signal", ")", ":", "try", ":", "receivers", "=", "connections", "[", "senderkey", "]", "[", "signal", "]", "except", ":", "pass", "else", ":", "if", "not", "receivers", ":", "# No more connected receivers. ...	34.666667	18
def add_hierarchy(self, parent, edge, child): # XXX DEPRECATED """ Helper function to simplify the addition of part_of style objectProperties to graphs. FIXME make a method of makeGraph? """ if type(parent) != rdflib.URIRef: parent = self.check_thing(parent) if ...	[ "def", "add_hierarchy", "(", "self", ",", "parent", ",", "edge", ",", "child", ")", ":", "# XXX DEPRECATED", "if", "type", "(", "parent", ")", "!=", "rdflib", ".", "URIRef", ":", "parent", "=", "self", ".", "check_thing", "(", "parent", ")", "if", "typ...	42.705882	16.941176
def connect(jclassname, url, driver_args=None, jars=None, libs=None): """Open a connection to a database using a JDBC driver and return a Connection instance. jclassname: Full qualified Java class name of the JDBC driver. url: Database url as required by the JDBC driver. driver_args: Dictionary or ...	[ "def", "connect", "(", "jclassname", ",", "url", ",", "driver_args", "=", "None", ",", "jars", "=", "None", ",", "libs", "=", "None", ")", ":", "if", "isinstance", "(", "driver_args", ",", "string_type", ")", ":", "driver_args", "=", "[", "driver_args", ...	40.333333	18.515152
def verify_id(ctx, param, app): """Verify the experiment id.""" if app is None: raise TypeError("Select an experiment using the --app parameter.") elif app[0:5] == "dlgr-": raise ValueError( "The --app parameter requires the full " "UUID beginning with {}-...".format(...	[ "def", "verify_id", "(", "ctx", ",", "param", ",", "app", ")", ":", "if", "app", "is", "None", ":", "raise", "TypeError", "(", "\"Select an experiment using the --app parameter.\"", ")", "elif", "app", "[", "0", ":", "5", "]", "==", "\"dlgr-\"", ":", "rais...	34.6	17.7
def profile_package(self): """Returns memory stats for a package.""" target_modules = base_profiler.get_pkg_module_names(self._run_object) try: with _CodeEventsTracker(target_modules) as prof: prof.compute_mem_overhead() runpy.run_path(self._run_object...	[ "def", "profile_package", "(", "self", ")", ":", "target_modules", "=", "base_profiler", ".", "get_pkg_module_names", "(", "self", ".", "_run_object", ")", "try", ":", "with", "_CodeEventsTracker", "(", "target_modules", ")", "as", "prof", ":", "prof", ".", "c...	40.3	18.4
def authed_post(self, url, data, response_code=200, follow=False, headers={}): """Does a django test client ``post`` against the given url after logging in the admin first. :param url: URL to fetch :param data: Dictionary to form contents to post ...	[ "def", "authed_post", "(", "self", ",", "url", ",", "data", ",", "response_code", "=", "200", ",", "follow", "=", "False", ",", "headers", "=", "{", "}", ")", ":", "if", "not", "self", ".", "authed", ":", "self", ".", "authorize", "(", ")", "respon...	35.695652	17.521739
def cronitor(self): """Wrap run with requests to cronitor.""" url = f'https://cronitor.link/{self.opts.cronitor}/{{}}' try: run_url = url.format('run') self.logger.debug(f'Pinging {run_url}') requests.get(run_url, timeout=self.opts.timeout) except re...	[ "def", "cronitor", "(", "self", ")", ":", "url", "=", "f'https://cronitor.link/{self.opts.cronitor}/{{}}'", "try", ":", "run_url", "=", "url", ".", "format", "(", "'run'", ")", "self", ".", "logger", ".", "debug", "(", "f'Pinging {run_url}'", ")", "requests", ...	34.76	20.96
def register_with_password(self, username, password): """ Register for a new account on this HS. Args: username (str): Account username password (str): Account password Returns: str: Access Token Raises: MatrixRequestError """ ...	[ "def", "register_with_password", "(", "self", ",", "username", ",", "password", ")", ":", "response", "=", "self", ".", "api", ".", "register", "(", "auth_body", "=", "{", "\"type\"", ":", "\"m.login.dummy\"", "}", ",", "kind", "=", "'user'", ",", "usernam...	27.35	15.8
def prev(self): """Get the previous segment.""" seg = Segment(segment_t=idaapi.get_prev_seg(self.ea)) if seg.ea >= self.ea: raise exceptions.NoMoreSegments("This is the first segment. no segments exist before it.") return seg	[ "def", "prev", "(", "self", ")", ":", "seg", "=", "Segment", "(", "segment_t", "=", "idaapi", ".", "get_prev_seg", "(", "self", ".", "ea", ")", ")", "if", "seg", ".", "ea", ">=", "self", ".", "ea", ":", "raise", "exceptions", ".", "NoMoreSegments", ...	33	27.625
def _assign_value(self, pbuf_dp, value): """Assigns a value to the protobuf obj""" self._assign_value_by_type(pbuf_dp, value, _bool=False, error_prefix='Invalid value')	[ "def", "_assign_value", "(", "self", ",", "pbuf_dp", ",", "value", ")", ":", "self", ".", "_assign_value_by_type", "(", "pbuf_dp", ",", "value", ",", "_bool", "=", "False", ",", "error_prefix", "=", "'Invalid value'", ")" ]	54	11.75
def _sign_simple_signature_fulfillment(cls, input_, message, key_pairs): """Signs a Ed25519Fulfillment. Args: input_ (:class:`~bigchaindb.common.transaction. Input`) The input to be signed. message (str): The message to be signed k...	[ "def", "_sign_simple_signature_fulfillment", "(", "cls", ",", "input_", ",", "message", ",", "key_pairs", ")", ":", "# NOTE: To eliminate the dangers of accidentally signing a condition by", "# reference, we remove the reference of input_ here", "# intentionally. If the user ...	48.633333	22.333333
def taper(self, side='leftright'): """Taper the ends of this `TimeSeries` smoothly to zero. Parameters ---------- side : `str`, optional the side of the `TimeSeries` to taper, must be one of `'left'`, `'right'`, or `'leftright'` Returns ------- ...	[ "def", "taper", "(", "self", ",", "side", "=", "'leftright'", ")", ":", "# check window properties", "if", "side", "not", "in", "(", "'left'", ",", "'right'", ",", "'leftright'", ")", ":", "raise", "ValueError", "(", "\"side must be one of 'left', 'right', \"", ...	35.939394	20.681818
def get_all_templates(self, params=None): """ Get all templates This will iterate over all pages until it gets all elements. So if the rate limit exceeded it will throw an Exception and you will get nothing :param params: search params :return: list """ i...	[ "def", "get_all_templates", "(", "self", ",", "params", "=", "None", ")", ":", "if", "not", "params", ":", "params", "=", "{", "}", "return", "self", ".", "_iterate_through_pages", "(", "self", ".", "get_templates_per_page", ",", "resource", "=", "TEMPLATES"...	38.333333	22
def init(paths, output, **kwargs): """Init data package from list of files. It will also infer tabular data's schemas from their contents. """ dp = goodtables.init_datapackage(paths) click.secho( json_module.dumps(dp.descriptor, indent=4), file=output ) exit(dp.valid)	[ "def", "init", "(", "paths", ",", "output", ",", "", "", "kwargs", ")", ":", "dp", "=", "goodtables", ".", "init_datapackage", "(", "paths", ")", "click", ".", "secho", "(", "json_module", ".", "dumps", "(", "dp", ".", "descriptor", ",", "indent", ...	23.307692	20.615385
def _generate_filenames(sources): """Generate filenames. :param tuple sources: Sequence of strings representing path to file(s). :return: Path to file(s). :rtype: :py:class:`str` """ for source in sources: if os.path.isdir(source): for path, dirlist, filelist in os.walk(so...	[ "def", "_generate_filenames", "(", "sources", ")", ":", "for", "source", "in", "sources", ":", "if", "os", ".", "path", ".", "isdir", "(", "source", ")", ":", "for", "path", ",", "dirlist", ",", "filelist", "in", "os", ".", "walk", "(", "source", ")"...	33.731707	19.512195
def remove_major_minor_suffix(scripts): """Checks if executables already contain a "-MAJOR.MINOR" suffix. """ minor_major_regex = re.compile("-\d.?\d?$") return [x for x in scripts if not minor_major_regex.search(x)]	[ "def", "remove_major_minor_suffix", "(", "scripts", ")", ":", "minor_major_regex", "=", "re", ".", "compile", "(", "\"-\\d.?\\d?$\"", ")", "return", "[", "x", "for", "x", "in", "scripts", "if", "not", "minor_major_regex", ".", "search", "(", "x", ")", "]" ]	56.25	8.5
def initialize(cls) -> None: """Initializes the ``SIGCHLD`` handler. The signal handler is run on an `.IOLoop` to avoid locking issues. Note that the `.IOLoop` used for signal handling need not be the same one used by individual Subprocess objects (as long as the ``IOLoops`` are...	[ "def", "initialize", "(", "cls", ")", "->", "None", ":", "if", "cls", ".", "_initialized", ":", "return", "io_loop", "=", "ioloop", ".", "IOLoop", ".", "current", "(", ")", "cls", ".", "_old_sigchld", "=", "signal", ".", "signal", "(", "signal", ".", ...	35.636364	20.545455
def get_Mapping_key_value(mp): """Retrieves the key and value types from a PEP 484 mapping or subclass of such. mp must be a (subclass of) typing.Mapping. """ try: res = _select_Generic_superclass_parameters(mp, typing.Mapping) except TypeError: res = None if res is None: ...	[ "def", "get_Mapping_key_value", "(", "mp", ")", ":", "try", ":", "res", "=", "_select_Generic_superclass_parameters", "(", "mp", ",", "typing", ".", "Mapping", ")", "except", "TypeError", ":", "res", "=", "None", "if", "res", "is", "None", ":", "raise", "T...	33.5	17.583333
def FetchRequestsAndResponses(self, session_id, timestamp=None): """Fetches all outstanding requests and responses for this flow. We first cache all requests and responses for this flow in memory to prevent round trips. Args: session_id: The session_id to get the requests/responses for. ti...	[ "def", "FetchRequestsAndResponses", "(", "self", ",", "session_id", ",", "timestamp", "=", "None", ")", ":", "if", "timestamp", "is", "None", ":", "timestamp", "=", "(", "0", ",", "self", ".", "frozen_timestamp", "or", "rdfvalue", ".", "RDFDatetime", ".", ...	34.121212	22.212121
def auto_init_default(column): """ Set the default value for a column when it's first accessed rather than first committed to the database. """ if isinstance(column, ColumnProperty): default = column.columns[0].default else: default = column.default @event.listens_for(column...	[ "def", "auto_init_default", "(", "column", ")", ":", "if", "isinstance", "(", "column", ",", "ColumnProperty", ")", ":", "default", "=", "column", ".", "columns", "[", "0", "]", ".", "default", "else", ":", "default", "=", "column", ".", "default", "@", ...	37.772727	16.318182
def retrieve_object_from_file(file_name, save_key, file_location): """ Function to retrieve objects from a shelve Args: file_name: Shelve storage file name save_key: The name of the key the item is stored in file_location: The location of the file, derive from the os module Retu...	[ "def", "retrieve_object_from_file", "(", "file_name", ",", "save_key", ",", "file_location", ")", ":", "shelve_store", "=", "None", "file", "=", "__os", ".", "path", ".", "join", "(", "file_location", ",", "file_name", ")", "try", ":", "shelve_store", "=", "...	36.52381	19.47619
def stretch(arr, fields=None, return_indices=False): """Stretch an array. Stretch an array by ``hstack()``-ing multiple array fields while preserving column names and record array structure. If a scalar field is specified, it will be stretched along with array fields. Parameters ---------- ...	[ "def", "stretch", "(", "arr", ",", "fields", "=", "None", ",", "return_indices", "=", "False", ")", ":", "dtype", "=", "[", "]", "len_array", "=", "None", "flatten", "=", "False", "if", "fields", "is", "None", ":", "fields", "=", "arr", ".", "dtype",...	34.226804	19.185567
def load_extra_data(cls, data): """Loads extra JSON configuration parameters from a data buffer. The data buffer must represent a JSON object. Args: data: str, the buffer to load the JSON data from. """ try: cls._extra_config.update(json.loads(data)) except ValueError as exception:...	[ "def", "load_extra_data", "(", "cls", ",", "data", ")", ":", "try", ":", "cls", ".", "_extra_config", ".", "update", "(", "json", ".", "loads", "(", "data", ")", ")", "except", "ValueError", "as", "exception", ":", "sys", ".", "stderr", ".", "write", ...	30.461538	19
def nin(self, qfield, values): ''' Works the same as the query expression method ``nin_`` ''' self.__query_obj.nin(qfield, values) return self	[ "def", "nin", "(", "self", ",", "qfield", ",", "", "values", ")", ":", "self", ".", "__query_obj", ".", "nin", "(", "qfield", ",", "", "values", ")", "return", "self" ]	34.4	18
def select(self, name_or_index): """Locate a dataset. Args:: name_or_index dataset name or index number Returns:: SDS instance for the dataset C library equivalent : SDselect """ if isi...	[ "def", "select", "(", "self", ",", "name_or_index", ")", ":", "if", "isinstance", "(", "name_or_index", ",", "type", "(", "1", ")", ")", ":", "idx", "=", "name_or_index", "else", ":", "try", ":", "idx", "=", "self", ".", "nametoindex", "(", "name_or_in...	27.458333	18.666667
def drill_filter(esfilter, data): """ PARTIAL EVALUATE THE FILTER BASED ON DATA GIVEN TODO: FIX THIS MONUMENALLY BAD IDEA """ esfilter = unwrap(esfilter) primary_nested = [] # track if nested, changes if not primary_column = [] # only one path allowed primary_branch = ( [] ...	[ "def", "drill_filter", "(", "esfilter", ",", "data", ")", ":", "esfilter", "=", "unwrap", "(", "esfilter", ")", "primary_nested", "=", "[", "]", "# track if nested, changes if not", "primary_column", "=", "[", "]", "# only one path allowed", "primary_branch", "=", ...	32.457875	14.355311
def search(*criteria): """ Search registered component* classes matching the given criteria. :param criteria: search criteria of the form: ``a='1', b='x'`` :return: parts registered with the given criteria :rtype: :class:`set` Will return an empty :class:`set` if nothing is found. :: ...	[ "def", "search", "(", "", "", "criteria", ")", ":", "# Find all parts that match the given criteria", "results", "=", "copy", "(", "class_list", ")", "# start with full list", "for", "(", "category", ",", "value", ")", "in", "criteria", ".", "items", "(", ")",...	31.137931	19.62069
def add_grid(self): """Add axis and ticks to figure. Notes ----- I know that visvis and pyqtgraphs can do this in much simpler way, but those packages create too large a padding around the figure and this is pretty fast. """ value = self.config.value ...	[ "def", "add_grid", "(", "self", ")", ":", "value", "=", "self", ".", "config", ".", "value", "# X-AXIS", "# x-bottom", "self", ".", "scene", ".", "addLine", "(", "value", "[", "'x_min'", "]", ",", "value", "[", "'y_min'", "]", ",", "value", "[", "'x_...	43.25	18.1875
def initHldyDates(self): """ Initialize holidays :class:`~ekmmeters.SerialBlock` """ self.m_hldy["reserved_20"] = [6, FieldType.Hex, ScaleType.No, "", 0, False, False] self.m_hldy["Holiday_1_Mon"] = [2, FieldType.Int, ScaleType.No, "", 0, False, True] self.m_hldy["Holiday_1_Day"] = [2, F...	[ "def", "initHldyDates", "(", "self", ")", ":", "self", ".", "m_hldy", "[", "\"reserved_20\"", "]", "=", "[", "6", ",", "FieldType", ".", "Hex", ",", "ScaleType", ".", "No", ",", "\"\"", ",", "0", ",", "False", ",", "False", "]", "self", ".", "m_hld...	87.729167	49
def nutation(date, eop_correction=True, terms=106): # pragma: no cover """Nutation as a rotation matrix """ epsilon_bar, delta_psi, delta_eps = np.deg2rad(_nutation(date, eop_correction, terms)) epsilon = epsilon_bar + delta_eps return rot1(-epsilon_bar) @ rot3(delta_psi) @ rot1(epsilon)	[ "def", "nutation", "(", "date", ",", "eop_correction", "=", "True", ",", "terms", "=", "106", ")", ":", "# pragma: no cover", "epsilon_bar", ",", "delta_psi", ",", "delta_eps", "=", "np", ".", "deg2rad", "(", "_nutation", "(", "date", ",", "eop_correction", ...	43.428571	21
def process_whitelists(): """Download approved top 1M lists.""" import csv import grequests import os import StringIO import zipfile mapping = { 'http://s3.amazonaws.com/alexa-static/top-1m.csv.zip': { 'name': 'alexa.txt' }, 'http://s3-us-west-1.amazonaws.com/umbr...	[ "def", "process_whitelists", "(", ")", ":", "import", "csv", "import", "grequests", "import", "os", "import", "StringIO", "import", "zipfile", "mapping", "=", "{", "'http://s3.amazonaws.com/alexa-static/top-1m.csv.zip'", ":", "{", "'name'", ":", "'alexa.txt'", "}", ...	34	19.28125
def point_on_line(point, line_start, line_end, accuracy=50.): """Checks whether a point lies on a line The function checks whether the point "point" (P) lies on the line defined by its starting point line_start (A) and its end point line_end (B). This is done by comparing the distance of [AB] with the ...	[ "def", "point_on_line", "(", "point", ",", "line_start", ",", "line_end", ",", "accuracy", "=", "50.", ")", ":", "length", "=", "dist", "(", "line_start", ",", "line_end", ")", "ds", "=", "length", "/", "float", "(", "accuracy", ")", "if", "-", "ds", ...	54.15	29.8
def _downgrade_v3(op): """ Downgrade assets db by adding a not null constraint on ``equities.first_traded`` """ op.create_table( '_new_equities', sa.Column( 'sid', sa.Integer, unique=True, nullable=False, primary_key=True, ...	[ "def", "_downgrade_v3", "(", "op", ")", ":", "op", ".", "create_table", "(", "'_new_equities'", ",", "sa", ".", "Column", "(", "'sid'", ",", "sa", ".", "Integer", ",", "unique", "=", "True", ",", "nullable", "=", "False", ",", "primary_key", "=", "True...	29.644444	15.088889
def node_from_ini(ini_file, nodefactory=Node, root_name='ini'): """ Convert a .ini file into a Node object. :param ini_file: a filename or a file like object in read mode """ fileobj = open(ini_file) if isinstance(ini_file, str) else ini_file cfp = configparser.RawConfigParser() cfp.read_fi...	[ "def", "node_from_ini", "(", "ini_file", ",", "nodefactory", "=", "Node", ",", "root_name", "=", "'ini'", ")", ":", "fileobj", "=", "open", "(", "ini_file", ")", "if", "isinstance", "(", "ini_file", ",", "str", ")", "else", "ini_file", "cfp", "=", "confi...	34.066667	13
def as_list(self): """ returns a list version of the object, based on it's attributes """ if hasattr(self, 'cust_list'): return self.cust_list if hasattr(self, 'attr_check'): self.attr_check() cls_bltns = set(dir(self.__class__)) r...	[ "def", "as_list", "(", "self", ")", ":", "if", "hasattr", "(", "self", ",", "'cust_list'", ")", ":", "return", "self", ".", "cust_list", "if", "hasattr", "(", "self", ",", "'attr_check'", ")", ":", "self", ".", "attr_check", "(", ")", "cls_bltns", "=",...	36.363636	12.363636
def get_group(self, group_descriptor): """GetGroup. [Preview API] Get a group by its descriptor. :param str group_descriptor: The descriptor of the desired graph group. :rtype: :class:`<GraphGroup> <azure.devops.v5_0.graph.models.GraphGroup>` """ route_values = {} ...	[ "def", "get_group", "(", "self", ",", "group_descriptor", ")", ":", "route_values", "=", "{", "}", "if", "group_descriptor", "is", "not", "None", ":", "route_values", "[", "'groupDescriptor'", "]", "=", "self", ".", "_serialize", ".", "url", "(", "'group_des...	53.642857	19.571429
def search_results_last_url(html, xpath, label): """ Get the URL of the 'last' button in a search results listing. """ for container in html.findall(xpath): if container.text_content().strip() == label: return container.find('.//a').get('href')	[ "def", "search_results_last_url", "(", "html", ",", "xpath", ",", "label", ")", ":", "for", "container", "in", "html", ".", "findall", "(", "xpath", ")", ":", "if", "container", ".", "text_content", "(", ")", ".", "strip", "(", ")", "==", "label", ":",...	53.6	7
def query_lookupd(self): """ Trigger a query of the configured ``nsq_lookupd_http_addresses``. """ endpoint = self.lookupd_http_addresses[self.lookupd_query_index] self.lookupd_query_index = (self.lookupd_query_index + 1) % len(self.lookupd_http_addresses) # urlsplit() i...	[ "def", "query_lookupd", "(", "self", ")", ":", "endpoint", "=", "self", ".", "lookupd_http_addresses", "[", "self", ".", "lookupd_query_index", "]", "self", ".", "lookupd_query_index", "=", "(", "self", ".", "lookupd_query_index", "+", "1", ")", "%", "len", ...	41.785714	22
def rnni(self, times=1, **kwargs): """ Applies a NNI operation on a randomly chosen edge. keyword args: use_weighted_choice (True/False) weight the random edge selection by edge length transform (callable) transforms the edges using this function, prior to weighted selection ...	[ "def", "rnni", "(", "self", ",", "times", "=", "1", ",", "", "", "kwargs", ")", ":", "nni", "=", "NNI", "(", "self", ".", "copy", "(", ")", ")", "for", "_", "in", "range", "(", "times", ")", ":", "nni", ".", "rnni", "(", "", "", "kwargs...	41.909091	21.818182
def recv(self): """ Receive a message from the other end. Returns a tuple of the command (a string) and payload (a list). """ # See if we have a message to process... if self._recvbuf: return self._recvbuf_pop() # If it's closed, don't try to read m...	[ "def", "recv", "(", "self", ")", ":", "# See if we have a message to process...", "if", "self", ".", "_recvbuf", ":", "return", "self", ".", "_recvbuf_pop", "(", ")", "# If it's closed, don't try to read more data", "if", "not", "self", ".", "_sock", ":", "raise", ...	32.877193	16.45614
def safe_sum(x, alt_value=-np.inf, name=None): """Elementwise adds list members, replacing non-finite results with alt_value. Typically the `alt_value` is chosen so the `MetropolisHastings` `TransitionKernel` always rejects the proposal. Args: x: Python `list` of `Tensors` to elementwise add. alt_valu...	[ "def", "safe_sum", "(", "x", ",", "alt_value", "=", "-", "np", ".", "inf", ",", "name", "=", "None", ")", ":", "with", "tf", ".", "compat", ".", "v1", ".", "name_scope", "(", "name", ",", "'safe_sum'", ",", "[", "x", ",", "alt_value", "]", ")", ...	37.382353	18.882353
def _get_element(name, element_type, server=None, with_properties=True): ''' Get an element with or without properties ''' element = {} name = quote(name, safe='') data = _api_get('{0}/{1}'.format(element_type, name), server) # Format data, get properties if asked, and return the whole thin...	[ "def", "_get_element", "(", "name", ",", "element_type", ",", "server", "=", "None", ",", "with_properties", "=", "True", ")", ":", "element", "=", "{", "}", "name", "=", "quote", "(", "name", ",", "safe", "=", "''", ")", "data", "=", "_api_get", "("...	37.625	23
def check_validity(self): """ Raise an error if any invalid attribute found. Raises ------ TypeError If an attribute has an invalid type. ValueError If an attribute has an invalid value (of the correct type). """ # tracks ...	[ "def", "check_validity", "(", "self", ")", ":", "# tracks", "for", "track", "in", "self", ".", "tracks", ":", "if", "not", "isinstance", "(", "track", ",", "Track", ")", ":", "raise", "TypeError", "(", "\"`tracks` must be a list of \"", "\"`pypianoroll.Track` in...	42.159091	18.659091
def checkValue(self,value,strict=0): """Check and convert a parameter value. Raises an exception if the value is not permitted for this parameter. Otherwise returns the value (converted to the right type.) """ v = self._coerceValue(value,strict) return self.chec...	[ "def", "checkValue", "(", "self", ",", "value", ",", "strict", "=", "0", ")", ":", "v", "=", "self", ".", "_coerceValue", "(", "value", ",", "strict", ")", "return", "self", ".", "checkOneValue", "(", "v", ",", "strict", ")" ]	36.777778	13.444444
def visit_object(self, node): """Fallback rendering for objects. If the current application is in debug-mode (``flask.current_app.debug`` is ``True``), an ``<!-- HTML comment -->`` will be rendered, indicating which class is missing a visitation function. Outside of deb...	[ "def", "visit_object", "(", "self", ",", "node", ")", ":", "if", "current_app", ".", "debug", ":", "return", "tags", ".", "comment", "(", "'no implementation in {} to render {}'", ".", "format", "(", "self", ".", "__class__", ".", "__name__", ",", "node", "....	37.533333	19.066667
def zeldovich(dim=2, N=256, n=-2.5, t=None, scale=1, seed=None): """Creates a zeldovich DataFrame. """ import vaex.file return vaex.file.other.Zeldovich(dim=dim, N=N, n=n, t=t, scale=scale)	[ "def", "zeldovich", "(", "dim", "=", "2", ",", "N", "=", "256", ",", "n", "=", "-", "2.5", ",", "t", "=", "None", ",", "scale", "=", "1", ",", "seed", "=", "None", ")", ":", "import", "vaex", ".", "file", "return", "vaex", ".", "file", ".", ...	40.2	15.4
def freeze(self, dest_dir): """Freezes every resource within a context""" for resource in self.resources(): if resource.present: resource.freeze(dest_dir)	[ "def", "freeze", "(", "self", ",", "dest_dir", ")", ":", "for", "resource", "in", "self", ".", "resources", "(", ")", ":", "if", "resource", ".", "present", ":", "resource", ".", "freeze", "(", "dest_dir", ")" ]	38.8	4.6
def get_subdomain(url): """Get the subdomain of the given URL. Args: url (str): The URL to get the subdomain from. Returns: str: The subdomain(s) """ if url not in URLHelper.__cache: URLHelper.__cache[url] = urlparse(url) return "....	[ "def", "get_subdomain", "(", "url", ")", ":", "if", "url", "not", "in", "URLHelper", ".", "__cache", ":", "URLHelper", ".", "__cache", "[", "url", "]", "=", "urlparse", "(", "url", ")", "return", "\".\"", ".", "join", "(", "URLHelper", ".", "__cache", ...	23.933333	22.133333
def _connect(self): "Wrap the socket with SSL support" sock = super(SSLConnection, self)._connect() if hasattr(ssl, "create_default_context"): context = ssl.create_default_context() context.check_hostname = False context.verify_mode = self.cert_reqs ...	[ "def", "_connect", "(", "self", ")", ":", "sock", "=", "super", "(", "SSLConnection", ",", "self", ")", ".", "_connect", "(", ")", "if", "hasattr", "(", "ssl", ",", "\"create_default_context\"", ")", ":", "context", "=", "ssl", ".", "create_default_context...	48.136364	15.409091
def __set_token_expired(self, value): """Internal helper for oauth code""" self._token_expired = datetime.datetime.now() + datetime.timedelta(seconds=value) return	[ "def", "__set_token_expired", "(", "self", ",", "value", ")", ":", "self", ".", "_token_expired", "=", "datetime", ".", "datetime", ".", "now", "(", ")", "+", "datetime", ".", "timedelta", "(", "seconds", "=", "value", ")", "return" ]	46	19.5
def dump2sqlite(records, output_file): """Dumps tests results to database.""" results_keys = list(records.results[0].keys()) pad_data = [] for key in REQUIRED_KEYS: if key not in results_keys: results_keys.append(key) pad_data.append("") conn = sqlite3.connect(os.pa...	[ "def", "dump2sqlite", "(", "records", ",", "output_file", ")", ":", "results_keys", "=", "list", "(", "records", ".", "results", "[", "0", "]", ".", "keys", "(", ")", ")", "pad_data", "=", "[", "]", "for", "key", "in", "REQUIRED_KEYS", ":", "if", "ke...	31.25	24.916667
def find_transactions( self, bundles=None, # type: Optional[Iterable[BundleHash]] addresses=None, # type: Optional[Iterable[Address]] tags=None, # type: Optional[Iterable[Tag]] approvees=None, # type: Optional[Iterable[TransactionHash]] ): # ty...	[ "def", "find_transactions", "(", "self", ",", "bundles", "=", "None", ",", "# type: Optional[Iterable[BundleHash]]", "addresses", "=", "None", ",", "# type: Optional[Iterable[Address]]", "tags", "=", "None", ",", "# type: Optional[Iterable[Tag]]", "approvees", "=", "None"...	28.390244	22.243902

def pylog(self, *args, **kwargs): """Display all available logging information.""" printerr(self.name, args, kwargs, traceback.format_exc())

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51.333333

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def file_to_list(file_name, file_location): """ Function to import a text file to a list Args: file_name: The name of file to be import file_location: The location of the file, derive from the os module Returns: returns a list """ file = __os.path.join(file_location, file_name)...

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28.466667

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def addPoint( self, x, y ): """ Adds a new chart point to this item. :param x | <variant> y | <variant> """ self._points.append((x, y)) self._dirty = True

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26.222222

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def get_user_and_user_email_by_id(self, user_or_user_email_id): """Retrieve the User and UserEmail object by ID.""" if self.UserEmailClass: user_email = self.db_adapter.get_object(self.UserEmailClass, user_or_user_email_id) user = user_email.user if user_email else None e...

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51.666667

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def _find_usage_subnets(self): """find usage for Subnets; return dict of SubnetId to AZ""" # subnets per VPC subnet_to_az = {} subnets = defaultdict(int) for subnet in self.conn.describe_subnets()['Subnets']: subnets[subnet['VpcId']] += 1 subnet_to_az[subn...

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39.733333

12.6

def _multitaper_spectrum(self, clm, k, convention='power', unit='per_l', clat=None, clon=None, coord_degrees=True, lmax=None, taper_wt=None): """ Return the multitaper spectrum estimate and standard error for an input SHCoeffs class insta...

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40.71875

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def get_ancestors(self): """ Get all unique instance ancestors """ ancestors = list(self.get_parents()) ancestor_unique_attributes = set([(a.__class__, a.id) for a in ancestors]) ancestors_with_parents = [a for a in ancestors if isinstance(a, DescendantMixin)] for ancestor in anc...

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53.7

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def list_operations(self, name, filter_, page_size=0, options=None): """ Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns ``UNIMPLEMENTED``. NOTE: the ``name`` binding below allows API services to override the binding ...

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47.06

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def length_estimate(self): ''' Calculates and estimated word count based on number of characters, locations, and arcs. For reference see: http://www.writingexcuses.com/2017/07/02/12-27-choosing-a-length/ ''' characters = self.characterinstance_set.filter( Q(ma...

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41.266667

15.8

def save(f, arr, vocab): """ Save word embedding file. Check :func:`word_embedding_loader.saver.glove.save` for the API. """ f.write(('%d %d' % (arr.shape[0], arr.shape[1])).encode('utf-8')) for word, idx in vocab: _write_line(f, arr[idx], word)

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33.75

12.5

def size_r_img_inches(width, height): """Compute the width and height for an R image for display in IPython Neight width nor height can be null but should be integer pixel values > 0. Returns a tuple of (width, height) that should be used by ggsave in R to produce an appropriately sized jpeg/png/pdf i...

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41

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def collect_aliases(self): """Collect the type aliases in the source. :sig: () -> None """ self.aliases = get_aliases(self._code_lines) for alias, signature in self.aliases.items(): _, _, requires = parse_signature(signature) self.required_types |= requir...

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35.5

11.4

def cut(self): """ Copy the currently selected text to the clipboard and delete it if it's inside the input buffer. """ self.copy() if self.can_cut(): self._control.textCursor().removeSelectedText()

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35.428571

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def read_file(rel_path, paths=None, raw=False, as_list=False, as_iter=False, *args, **kwargs): ''' find a file that lives somewhere within a set of paths and return its contents. Default paths include 'static_dir' ''' if not rel_path: raise ValueError("rel_path can not ...

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32.428571

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def scale_axes_from_data(self): """Restrict data limits for Y-axis based on what you can see """ # get tight limits for X-axis if self.args.xmin is None: self.args.xmin = min(ts.xspan[0] for ts in self.timeseries) if self.args.xmax is None: self.args.xmax ...

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45.1875

13.875

def add_errback(future, callback, loop=None): '''Add a ``callback`` to a ``future`` executed only if an exception or cancellation has occurred.''' def _error_back(fut): if fut._exception: callback(fut.exception()) elif fut.cancelled(): callback(CancelledError()) ...

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34.166667

12.833333

def dump(archive, calc_id=0, user=None): """ Dump the openquake database and all the complete calculations into a zip file. In a multiuser installation must be run as administrator. """ t0 = time.time() assert archive.endswith('.zip'), archive getfnames = 'select ds_calc_dir || ".hdf5" from ...

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40

16.827586

def set_coords(self, x=0, y=0, z=0, t=0): """ set coords of agent in an arbitrary world """ self.coords = {} self.coords['x'] = x self.coords['y'] = y self.coords['z'] = z self.coords['t'] = t

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27.555556

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def _load_connection_error(hostname, error): ''' Format and Return a connection error ''' ret = {'code': None, 'content': 'Error: Unable to connect to the bigip device: {host}\n{error}'.format(host=hostname, error=error)} return ret

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30.875

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def merkleroot(merkletree: 'MerkleTreeState') -> Locksroot: """ Return the root element of the merkle tree. """ assert merkletree.layers, 'the merkle tree layers are empty' assert merkletree.layers[MERKLEROOT], 'the root layer is empty' return Locksroot(merkletree.layers[MERKLEROOT][0])

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49.833333

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def set_logfile(path, instance): """Specify logfile path""" global logfile logfile = os.path.normpath(path) + '/hfos.' + instance + '.log'

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29.4

19.4

def _create_syns(b, needed_syns): """ Create empty synthetics :parameter b: the :class:`phoebe.frontend.bundle.Bundle` :parameter list needed_syns: list of dictionaries containing kwargs to access the dataset (dataset, component, kind) :return: :class:`phoebe.parameters.parameters.Parameter...

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43.294118

26.196078

def alias_repository(self, repository_id, alias_id): """Adds an ``Id`` to a ``Repository`` for the purpose of creating compatibility. The primary ``Id`` of the ``Repository`` is determined by the provider. The new ``Id`` is an alias to the primary ``Id``. If the alias is a pointer to an...

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49

21.038462

def compile_model(self, input_model_config, output_model_config, role, job_name, stop_condition, tags): """Create an Amazon SageMaker Neo compilation job. Args: input_model_config (dict): the trained model and the Amazon S3 location where it is stored. outp...

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50.727273

29.909091

def _set_prompt(self): """Set prompt so it displays the current working directory.""" self.cwd = os.getcwd() self.prompt = Fore.CYAN + '{!r} $ '.format(self.cwd) + Fore.RESET

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48.75

15.25

def create_tcp_monitor(self, topics, batch_size=1, batch_duration=0, compression='gzip', format_type='json'): """Creates a TCP Monitor instance in Device Cloud for a given list of topics :param topics: a string list of topics (e.g. ['DeviceCore[U]', 'FileDat...

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43.555556

18.555556

def submit_sample(self, filepath, filename, tags=['TheHive']): """ Uploads a new sample to VMRay api. Filename gets sent base64 encoded. :param filepath: path to sample :type filepath: str :param filename: filename of the original file :type filename: str :param ...

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43.133333

19.666667

def assign_edge_colors_and_widths(self): """ Resolve conflict of 'node_color' and 'node_style['fill'] args which are redundant. Default is node_style.fill unless user entered node_color. To enter multiple colors user must use node_color not style fill. Either way, we build a lis...

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51.328571

22.642857

def list_subscriptions(self, target_id=None, ids=None, query_flags=None): """ListSubscriptions. [Preview API] :param str target_id: :param [str] ids: :param str query_flags: :rtype: [NotificationSubscription] """ query_parameters = {} if target_id ...

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49.238095

20.571429

def euclidean(h1, h2): # 9 us @array, 33 us @list \w 100 bins r""" Equal to Minowski distance with :math:`p=2`. See also -------- minowski """ h1, h2 = __prepare_histogram(h1, h2) return math.sqrt(scipy.sum(scipy.square(scipy.absolute(h1 - h2))))

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27.4

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def get_vid_from_url(self, url): """Extracts video ID from live.qq.com. """ hit = re.search(r'live.qq.com/(\d+)', url) if hit is not None: return hit.group(1) hit = re.search(r'live.qq.com/directory/match/(\d+)', url) if hit is not None: return sel...

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37.714286

11.214286

def time_str (time_t, slug = False): '''Converts floating point number a'la time.time() using DEFAULT_TIMEFORMAT ''' return datetime.fromtimestamp (int (time_t)).strftime ( DEFAULT_SLUGFORMAT if slug else DEFAULT_TIMEFORMAT)

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38.5

16.166667

def parse(self, fd): """very simple parser - but why would we want it to be complex?""" def resolve_args(args): # FIXME break this out, it's in common with the templating stuff elsewhere root = self.sections[0] val_dict = dict(('<' + t + '>', u) for (t, u) in root.ge...

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40.49635

16.394161

def _wait_for_any_event(events, timeout_s): """Wait for any in a list of threading.Event's to be set. Args: events: List of threading.Event's. timeout_s: Max duration in seconds to wait before returning. Returns: True if at least one event was set before the timeout expired, else False. """ de...

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30.941176

21.176471

def FUNCTIONNOPROTO(self, _cursor_type): """Handles function with no prototype.""" # id, returns, attributes returns = _cursor_type.get_result() # if self.is_fundamental_type(returns): returns = self.parse_cursor_type(returns) attributes = [] obj = typedesc.Functi...

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40.636364

8.909091

def replace_name_with_id(cls, name): """ Used to replace a foreign key reference using a name with an ID. Works by searching the record in Pulsar and expects to find exactly one hit. First, will check if the foreign key reference is an integer value and if so, returns that as it is presu...

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48.04

28.6

def append(self, vals: list, index=None): """ Append a row to the main dataframe :param vals: list of the row values to add :type vals: list :param index: index key, defaults to None :param index: any, optional :example: ``ds.append([0, 2, 2, 3, 4])`` ""...

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31.176471

13.529412

def liveReceivers(receivers): """Filter sequence of receivers to get resolved, live receivers This is a generator which will iterate over the passed sequence, checking for weak references and resolving them, then returning all live receivers. """ for receiver in receivers: if isinst...

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32.8125

11.8125

def record_set_absent(name, zone_name, resource_group, connection_auth=None): ''' .. versionadded:: Fluorine Ensure a record set does not exist in the DNS zone. :param name: Name of the record set. :param zone_name: Name of the DNS zone. :param resource_group: The res...

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26.815385

25.738462

def del_doc(self, doc): """ Delete a document """ logger.info("Removing doc from the index: %s" % doc) doc = doc.clone() # make sure it can be serialized safely self.docsearch.index.del_doc(doc)

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33.857143

11.285714

def set_beam_prop(self, prop, values, repeat="up"): """ Specify the properties of the beams :param values: :param repeat: if 'up' then duplicate up the structure :return: """ values = np.array(values) if repeat == "up": assert len(values.shape...

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37.684211

14.421053

def assert_text_visible(self, text, selector="html", by=By.CSS_SELECTOR, timeout=settings.SMALL_TIMEOUT): """ Same as assert_text() """ if self.timeout_multiplier and timeout == settings.SMALL_TIMEOUT: timeout = self.__get_new_timeout(timeout) return self....

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61

21.5

def cleanup_all(data_home=None): """ Cleans up all the example datasets in the data directory specified by ``get_data_home`` either to clear up disk space or start from fresh. """ removed = 0 for name, meta in DATASETS.items(): _, ext = os.path.splitext(meta['url']) removed += cl...

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35.538462

22

def connected_components(graph): """ Connected components. @type graph: graph, hypergraph @param graph: Graph. @rtype: dictionary @return: Pairing that associates each node to its connected component. """ recursionlimit = getrecursionlimit() setrecursionlimit(max(len(graph.nodes(...

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26.12

19.88

def get_file(self): """ Load data into a file and return file path. :return: path to file as string """ content = self._load() if not content: return None filename = "temporary_file.bin" with open(filename, "wb") as file_name: file...

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27.076923

11.230769

def past_date(start='-30d'): """ Returns a ``date`` object in the past between 1 day ago and the specified ``start``. ``start`` can be a string, another date, or a timedelta. If it's a string, it must start with `-`, followed by and integer and a unit, Eg: ``'-30d'``. Defaults to `'-30d'` Valid...

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32.166667

17.166667

def delete_pool(hostname, username, password, name): ''' Delete an existing pool. hostname The host/address of the bigip device username The iControl REST username password The iControl REST password name The name of the pool which will be deleted ''' re...

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27.735849

20.830189

def p_block(self, p): 'block : BEGIN block_statements END' p[0] = Block(p[2], lineno=p.lineno(1)) p.set_lineno(0, p.lineno(1))

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36.75

8.25

def _cleanupConnections(senderkey, signal): """Delete any empty signals for senderkey. Delete senderkey if empty.""" try: receivers = connections[senderkey][signal] except: pass else: if not receivers: # No more connected receivers. Therefore, remove the signal. ...

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34.666667

18

def add_hierarchy(self, parent, edge, child): # XXX DEPRECATED """ Helper function to simplify the addition of part_of style objectProperties to graphs. FIXME make a method of makeGraph? """ if type(parent) != rdflib.URIRef: parent = self.check_thing(parent) if ...

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42.705882

16.941176

def connect(jclassname, url, driver_args=None, jars=None, libs=None): """Open a connection to a database using a JDBC driver and return a Connection instance. jclassname: Full qualified Java class name of the JDBC driver. url: Database url as required by the JDBC driver. driver_args: Dictionary or ...

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40.333333

18.515152

def verify_id(ctx, param, app): """Verify the experiment id.""" if app is None: raise TypeError("Select an experiment using the --app parameter.") elif app[0:5] == "dlgr-": raise ValueError( "The --app parameter requires the full " "UUID beginning with {}-...".format(...

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34.6

17.7

def profile_package(self): """Returns memory stats for a package.""" target_modules = base_profiler.get_pkg_module_names(self._run_object) try: with _CodeEventsTracker(target_modules) as prof: prof.compute_mem_overhead() runpy.run_path(self._run_object...

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40.3

18.4

def authed_post(self, url, data, response_code=200, follow=False, headers={}): """Does a django test client ``post`` against the given url after logging in the admin first. :param url: URL to fetch :param data: Dictionary to form contents to post ...

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35.695652

17.521739

def cronitor(self): """Wrap run with requests to cronitor.""" url = f'https://cronitor.link/{self.opts.cronitor}/{{}}' try: run_url = url.format('run') self.logger.debug(f'Pinging {run_url}') requests.get(run_url, timeout=self.opts.timeout) except re...

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34.76

20.96

def register_with_password(self, username, password): """ Register for a new account on this HS. Args: username (str): Account username password (str): Account password Returns: str: Access Token Raises: MatrixRequestError """ ...

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27.35

15.8

def prev(self): """Get the previous segment.""" seg = Segment(segment_t=idaapi.get_prev_seg(self.ea)) if seg.ea >= self.ea: raise exceptions.NoMoreSegments("This is the first segment. no segments exist before it.") return seg

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33

27.625

def _assign_value(self, pbuf_dp, value): """Assigns a value to the protobuf obj""" self._assign_value_by_type(pbuf_dp, value, _bool=False, error_prefix='Invalid value')

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54

11.75

def _sign_simple_signature_fulfillment(cls, input_, message, key_pairs): """Signs a Ed25519Fulfillment. Args: input_ (:class:`~bigchaindb.common.transaction. Input`) The input to be signed. message (str): The message to be signed k...

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48.633333

22.333333

def taper(self, side='leftright'): """Taper the ends of this `TimeSeries` smoothly to zero. Parameters ---------- side : `str`, optional the side of the `TimeSeries` to taper, must be one of `'left'`, `'right'`, or `'leftright'` Returns ------- ...

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35.939394

20.681818

def get_all_templates(self, params=None): """ Get all templates This will iterate over all pages until it gets all elements. So if the rate limit exceeded it will throw an Exception and you will get nothing :param params: search params :return: list """ i...

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38.333333

22

def init(paths, output, **kwargs): """Init data package from list of files. It will also infer tabular data's schemas from their contents. """ dp = goodtables.init_datapackage(paths) click.secho( json_module.dumps(dp.descriptor, indent=4), file=output ) exit(dp.valid)

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23.307692

20.615385

def _generate_filenames(sources): """Generate filenames. :param tuple sources: Sequence of strings representing path to file(s). :return: Path to file(s). :rtype: :py:class:`str` """ for source in sources: if os.path.isdir(source): for path, dirlist, filelist in os.walk(so...

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33.731707

19.512195

def remove_major_minor_suffix(scripts): """Checks if executables already contain a "-MAJOR.MINOR" suffix. """ minor_major_regex = re.compile("-\d.?\d?$") return [x for x in scripts if not minor_major_regex.search(x)]

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56.25

8.5

def initialize(cls) -> None: """Initializes the ``SIGCHLD`` handler. The signal handler is run on an `.IOLoop` to avoid locking issues. Note that the `.IOLoop` used for signal handling need not be the same one used by individual Subprocess objects (as long as the ``IOLoops`` are...

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35.636364

20.545455

def get_Mapping_key_value(mp): """Retrieves the key and value types from a PEP 484 mapping or subclass of such. mp must be a (subclass of) typing.Mapping. """ try: res = _select_Generic_superclass_parameters(mp, typing.Mapping) except TypeError: res = None if res is None: ...

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33.5

17.583333

def FetchRequestsAndResponses(self, session_id, timestamp=None): """Fetches all outstanding requests and responses for this flow. We first cache all requests and responses for this flow in memory to prevent round trips. Args: session_id: The session_id to get the requests/responses for. ti...

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34.121212

22.212121

def auto_init_default(column): """ Set the default value for a column when it's first accessed rather than first committed to the database. """ if isinstance(column, ColumnProperty): default = column.columns[0].default else: default = column.default @event.listens_for(column...

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37.772727

16.318182

def retrieve_object_from_file(file_name, save_key, file_location): """ Function to retrieve objects from a shelve Args: file_name: Shelve storage file name save_key: The name of the key the item is stored in file_location: The location of the file, derive from the os module Retu...

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36.52381

19.47619

def stretch(arr, fields=None, return_indices=False): """Stretch an array. Stretch an array by ``hstack()``-ing multiple array fields while preserving column names and record array structure. If a scalar field is specified, it will be stretched along with array fields. Parameters ---------- ...

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34.226804

19.185567

def load_extra_data(cls, data): """Loads extra JSON configuration parameters from a data buffer. The data buffer must represent a JSON object. Args: data: str, the buffer to load the JSON data from. """ try: cls._extra_config.update(json.loads(data)) except ValueError as exception:...

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30.461538

19

def nin(self, qfield, *values): ''' Works the same as the query expression method ``nin_`` ''' self.__query_obj.nin(qfield, *values) return self

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34.4

18

def select(self, name_or_index): """Locate a dataset. Args:: name_or_index dataset name or index number Returns:: SDS instance for the dataset C library equivalent : SDselect """ if isi...

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27.458333

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def drill_filter(esfilter, data): """ PARTIAL EVALUATE THE FILTER BASED ON DATA GIVEN TODO: FIX THIS MONUMENALLY BAD IDEA """ esfilter = unwrap(esfilter) primary_nested = [] # track if nested, changes if not primary_column = [] # only one path allowed primary_branch = ( [] ...

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def search(**criteria): """ Search registered *component* classes matching the given criteria. :param criteria: search criteria of the form: ``a='1', b='x'`` :return: parts registered with the given criteria :rtype: :class:`set` Will return an empty :class:`set` if nothing is found. :: ...

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def add_grid(self): """Add axis and ticks to figure. Notes ----- I know that visvis and pyqtgraphs can do this in much simpler way, but those packages create too large a padding around the figure and this is pretty fast. """ value = self.config.value ...

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def initHldyDates(self): """ Initialize holidays :class:`~ekmmeters.SerialBlock` """ self.m_hldy["reserved_20"] = [6, FieldType.Hex, ScaleType.No, "", 0, False, False] self.m_hldy["Holiday_1_Mon"] = [2, FieldType.Int, ScaleType.No, "", 0, False, True] self.m_hldy["Holiday_1_Day"] = [2, F...

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def nutation(date, eop_correction=True, terms=106): # pragma: no cover """Nutation as a rotation matrix """ epsilon_bar, delta_psi, delta_eps = np.deg2rad(_nutation(date, eop_correction, terms)) epsilon = epsilon_bar + delta_eps return rot1(-epsilon_bar) @ rot3(delta_psi) @ rot1(epsilon)

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def process_whitelists(): """Download approved top 1M lists.""" import csv import grequests import os import StringIO import zipfile mapping = { 'http://s3.amazonaws.com/alexa-static/top-1m.csv.zip': { 'name': 'alexa.txt' }, 'http://s3-us-west-1.amazonaws.com/umbr...

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34

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def point_on_line(point, line_start, line_end, accuracy=50.): """Checks whether a point lies on a line The function checks whether the point "point" (P) lies on the line defined by its starting point line_start (A) and its end point line_end (B). This is done by comparing the distance of [AB] with the ...

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def _downgrade_v3(op): """ Downgrade assets db by adding a not null constraint on ``equities.first_traded`` """ op.create_table( '_new_equities', sa.Column( 'sid', sa.Integer, unique=True, nullable=False, primary_key=True, ...

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def node_from_ini(ini_file, nodefactory=Node, root_name='ini'): """ Convert a .ini file into a Node object. :param ini_file: a filename or a file like object in read mode """ fileobj = open(ini_file) if isinstance(ini_file, str) else ini_file cfp = configparser.RawConfigParser() cfp.read_fi...

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def as_list(self): """ returns a list version of the object, based on it's attributes """ if hasattr(self, 'cust_list'): return self.cust_list if hasattr(self, 'attr_check'): self.attr_check() cls_bltns = set(dir(self.__class__)) r...

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36.363636

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def get_group(self, group_descriptor): """GetGroup. [Preview API] Get a group by its descriptor. :param str group_descriptor: The descriptor of the desired graph group. :rtype: :class:`<GraphGroup> <azure.devops.v5_0.graph.models.GraphGroup>` """ route_values = {} ...

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53.642857

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def search_results_last_url(html, xpath, label): """ Get the URL of the 'last' button in a search results listing. """ for container in html.findall(xpath): if container.text_content().strip() == label: return container.find('.//a').get('href')

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53.6

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def query_lookupd(self): """ Trigger a query of the configured ``nsq_lookupd_http_addresses``. """ endpoint = self.lookupd_http_addresses[self.lookupd_query_index] self.lookupd_query_index = (self.lookupd_query_index + 1) % len(self.lookupd_http_addresses) # urlsplit() i...

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41.785714

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def rnni(self, times=1, **kwargs): """ Applies a NNI operation on a randomly chosen edge. keyword args: use_weighted_choice (True/False) weight the random edge selection by edge length transform (callable) transforms the edges using this function, prior to weighted selection ...

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41.909091

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def recv(self): """ Receive a message from the other end. Returns a tuple of the command (a string) and payload (a list). """ # See if we have a message to process... if self._recvbuf: return self._recvbuf_pop() # If it's closed, don't try to read m...

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32.877193

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def safe_sum(x, alt_value=-np.inf, name=None): """Elementwise adds list members, replacing non-finite results with alt_value. Typically the `alt_value` is chosen so the `MetropolisHastings` `TransitionKernel` always rejects the proposal. Args: x: Python `list` of `Tensors` to elementwise add. alt_valu...

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37.382353

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def _get_element(name, element_type, server=None, with_properties=True): ''' Get an element with or without properties ''' element = {} name = quote(name, safe='') data = _api_get('{0}/{1}'.format(element_type, name), server) # Format data, get properties if asked, and return the whole thin...

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37.625

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def check_validity(self): """ Raise an error if any invalid attribute found. Raises ------ TypeError If an attribute has an invalid type. ValueError If an attribute has an invalid value (of the correct type). """ # tracks ...

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42.159091

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def checkValue(self,value,strict=0): """Check and convert a parameter value. Raises an exception if the value is not permitted for this parameter. Otherwise returns the value (converted to the right type.) """ v = self._coerceValue(value,strict) return self.chec...

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36.777778

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def visit_object(self, node): """Fallback rendering for objects. If the current application is in debug-mode (``flask.current_app.debug`` is ``True``), an ```` will be rendered, indicating which class is missing a visitation function. Outside of deb...

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37.533333

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def zeldovich(dim=2, N=256, n=-2.5, t=None, scale=1, seed=None): """Creates a zeldovich DataFrame. """ import vaex.file return vaex.file.other.Zeldovich(dim=dim, N=N, n=n, t=t, scale=scale)

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40.2

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def freeze(self, dest_dir): """Freezes every resource within a context""" for resource in self.resources(): if resource.present: resource.freeze(dest_dir)

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38.8

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def get_subdomain(url): """Get the subdomain of the given URL. Args: url (str): The URL to get the subdomain from. Returns: str: The subdomain(s) """ if url not in URLHelper.__cache: URLHelper.__cache[url] = urlparse(url) return "....

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def _connect(self): "Wrap the socket with SSL support" sock = super(SSLConnection, self)._connect() if hasattr(ssl, "create_default_context"): context = ssl.create_default_context() context.check_hostname = False context.verify_mode = self.cert_reqs ...

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def __set_token_expired(self, value): """Internal helper for oauth code""" self._token_expired = datetime.datetime.now() + datetime.timedelta(seconds=value) return

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46

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def dump2sqlite(records, output_file): """Dumps tests results to database.""" results_keys = list(records.results[0].keys()) pad_data = [] for key in REQUIRED_KEYS: if key not in results_keys: results_keys.append(key) pad_data.append("") conn = sqlite3.connect(os.pa...

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def find_transactions( self, bundles=None, # type: Optional[Iterable[BundleHash]] addresses=None, # type: Optional[Iterable[Address]] tags=None, # type: Optional[Iterable[Tag]] approvees=None, # type: Optional[Iterable[TransactionHash]] ): # ty...

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28.390244

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