kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def json_to_initkwargs(record_type, json_struct, kwargs=None): """This function converts a JSON dict (json_struct) to a set of init keyword arguments for the passed Record (or JsonRecord). It is called by the JsonRecord constructor. This function takes a JSON data structure and returns a keyword argum...	[ "def", "json_to_initkwargs", "(", "record_type", ",", "json_struct", ",", "kwargs", "=", "None", ")", ":", "if", "kwargs", "is", "None", ":", "kwargs", "=", "{", "}", "if", "json_struct", "is", "None", ":", "json_struct", "=", "{", "}", "if", "not", "i...	42.309091	14.872727
def watch_transient_file(self, filename, mask, proc_class): """ Watch a transient file, which will be created and deleted frequently over time (e.g. pid file). @attention: Currently under the call to this function it is not possible to correctly watch the events triggered into t...	[ "def", "watch_transient_file", "(", "self", ",", "filename", ",", "mask", ",", "proc_class", ")", ":", "dirname", "=", "os", ".", "path", ".", "dirname", "(", "filename", ")", "if", "dirname", "==", "''", ":", "return", "{", "}", "# Maintains coherence wit...	47.15	19.25
def _pluck_pull_request_info(pull_request_url: str) -> PullRequestInfo: """ # Plucks a PullRequestInfo from a valid >>> _pluck_pull_request_info('https://github.com/zhammer/morning-cd/pull/17') PullRequestInfo(owner='zhammer', repo='morning-cd', number=17) # Raises a GithubPrError on bad urls ...	[ "def", "_pluck_pull_request_info", "(", "pull_request_url", ":", "str", ")", "->", "PullRequestInfo", ":", "match", "=", "re", ".", "search", "(", "r'github\\.com/(?P<owner>[\\w-]+)/(?P<repo>[\\w-]+)/pull/(?P<number>\\d+)'", ",", "pull_request_url", ")", "if", "not", "mat...	33	19.88
def wrap_socket(socket, certfile, keyfile, password=None): """ Wraps an existing TCP socket and returns an SSLSocket object :param socket: The socket to wrap :param certfile: The server certificate file :param keyfile: The server private key file :param password: Password for the private key fi...	[ "def", "wrap_socket", "(", "socket", ",", "certfile", ",", "keyfile", ",", "password", "=", "None", ")", ":", "# Log warnings when some", "logger", "=", "logging", ".", "getLogger", "(", "\"ssl_wrap\"", ")", "def", "_password_support_error", "(", ")", ":", "\"...	36.139535	19.697674
def cell_strings(term): """Return the strings that represent each possible living cell state. Return the most colorful ones the terminal supports. """ num_colors = term.number_of_colors if num_colors >= 16: funcs = term.on_bright_red, term.on_bright_green, term.on_bright_cyan elif num_...	[ "def", "cell_strings", "(", "term", ")", ":", "num_colors", "=", "term", ".", "number_of_colors", "if", "num_colors", ">=", "16", ":", "funcs", "=", "term", ".", "on_bright_red", ",", "term", ".", "on_bright_green", ",", "term", ".", "on_bright_cyan", "elif"...	37.684211	17.157895
def file_name(self, category=None, extension=None): """ :param category: audio\|image\|office\|text\|video :param extension: file extension """ extension = extension if extension else self.file_extension(category) filename = self.generator.word() return '{0}.{1}'.form...	[ "def", "file_name", "(", "self", ",", "category", "=", "None", ",", "extension", "=", "None", ")", ":", "extension", "=", "extension", "if", "extension", "else", "self", ".", "file_extension", "(", "category", ")", "filename", "=", "self", ".", "generator"...	42	9.25
def policy_map_clss_span_session(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") policy_map = ET.SubElement(config, "policy-map", xmlns="urn:brocade.com:mgmt:brocade-policer") po_name_key = ET.SubElement(policy_map, "po-name") po_name_key.text = ...	[ "def", "policy_map_clss_span_session", "(", "self", ",", "", "", "kwargs", ")", ":", "config", "=", "ET", ".", "Element", "(", "\"config\"", ")", "policy_map", "=", "ET", ".", "SubElement", "(", "config", ",", "\"policy-map\"", ",", "xmlns", "=", "\"urn:...	44.125	13.0625
def process_url(url, key): """ Yields DOE CODE records from a DOE CODE .json URL response Converts a DOE CODE API .json URL response into DOE CODE projects """ logger.debug('Fetching DOE CODE JSON: %s', url) if key is None: raise ValueError('DOE CODE API Key value is missing!') re...	[ "def", "process_url", "(", "url", ",", "key", ")", ":", "logger", ".", "debug", "(", "'Fetching DOE CODE JSON: %s'", ",", "url", ")", "if", "key", "is", "None", ":", "raise", "ValueError", "(", "'DOE CODE API Key value is missing!'", ")", "response", "=", "req...	29.625	21.375
def create_slug(title, plain_len=None): ''' Tries to create a slug from a title, trading off collision risk with readability and minimized cruft title - a unicode object with a title to use as basis of the slug plain_len - the maximum character length preserved (from the beginning) of the title >>...	[ "def", "create_slug", "(", "title", ",", "plain_len", "=", "None", ")", ":", "if", "plain_len", ":", "title", "=", "title", "[", ":", "plain_len", "]", "pass1", "=", "OMIT_FROM_SLUG_PAT", ".", "sub", "(", "'_'", ",", "title", ")", ".", "lower", "(", ...	45.875	26.125
def update_data_frames(network, cluster_weights, dates, hours): """ Updates the snapshots, snapshots weights and the dataframes based on the original data in the network and the medoids created by clustering these original data. Parameters ----------- network : pyPSA network object cluster_...	[ "def", "update_data_frames", "(", "network", ",", "cluster_weights", ",", "dates", ",", "hours", ")", ":", "network", ".", "snapshot_weightings", "=", "network", ".", "snapshot_weightings", ".", "loc", "[", "dates", "]", "network", ".", "snapshots", "=", "netw...	28.314286	20.857143
def find_path(name, path=None, exact=False): """ Search for a file or directory on your local filesystem by name (file must be in a directory specified in a PATH environment variable) Args: fname (PathLike or str): file name to match. If exact is False this may be a glob pattern ...	[ "def", "find_path", "(", "name", ",", "path", "=", "None", ",", "exact", "=", "False", ")", ":", "path", "=", "os", ".", "environ", ".", "get", "(", "'PATH'", ",", "os", ".", "defpath", ")", "if", "path", "is", "None", "else", "path", "dpaths", "...	39.163265	22.183673
def setup_logging(self): """Setup logging module based on known modules in the config file """ logging.getLogger('amqp').setLevel(str_to_logging(self.get('logging', 'amqp'))) logging.getLogger('rdflib').setLevel(str_to_logging(self.get('logging', 'rdflib')))	[ "def", "setup_logging", "(", "self", ")", ":", "logging", ".", "getLogger", "(", "'amqp'", ")", ".", "setLevel", "(", "str_to_logging", "(", "self", ".", "get", "(", "'logging'", ",", "'amqp'", ")", ")", ")", "logging", ".", "getLogger", "(", "'rdflib'",...	57.2	22.8
def _should_allocate_port(pid): """Determine if we should allocate a port for use by the given process id.""" if pid <= 0: log.info('Not allocating a port to invalid pid') return False if pid == 1: # The client probably meant to send us its parent pid but # had been reparente...	[ "def", "_should_allocate_port", "(", "pid", ")", ":", "if", "pid", "<=", "0", ":", "log", ".", "info", "(", "'Not allocating a port to invalid pid'", ")", "return", "False", "if", "pid", "==", "1", ":", "# The client probably meant to send us its parent pid but", "#...	34.75	17.5625
def _proxy(self): """ Generate an instance context for the instance, the context is capable of performing various actions. All instance actions are proxied to the context :returns: MessageInteractionContext for this MessageInteractionInstance :rtype: twilio.rest.proxy.v1.servic...	[ "def", "_proxy", "(", "self", ")", ":", "if", "self", ".", "_context", "is", "None", ":", "self", ".", "_context", "=", "MessageInteractionContext", "(", "self", ".", "_version", ",", "service_sid", "=", "self", ".", "_solution", "[", "'service_sid'", "]",...	45.529412	22.941176
def field_get_subfields(field): """ Given a field, will place all subfields into a dictionary Parameters: * field - tuple: The field to get subfields for Returns: a dictionary, codes as keys and a list of values as the value """ pairs = {} for key, value in field[0]: if key in pairs and...	[ "def", "field_get_subfields", "(", "field", ")", ":", "pairs", "=", "{", "}", "for", "key", ",", "value", "in", "field", "[", "0", "]", ":", "if", "key", "in", "pairs", "and", "pairs", "[", "key", "]", "!=", "value", ":", "pairs", "[", "key", "]"...	35.916667	12.666667
def _consume_flags(self): """Read flags until we encounter the first token that isn't a flag.""" flags = [] while self._at_flag(): flag = self._unconsumed_args.pop() if not self._check_for_help_request(flag): flags.append(flag) return flags	[ "def", "_consume_flags", "(", "self", ")", ":", "flags", "=", "[", "]", "while", "self", ".", "_at_flag", "(", ")", ":", "flag", "=", "self", ".", "_unconsumed_args", ".", "pop", "(", ")", "if", "not", "self", ".", "_check_for_help_request", "(", "flag...	33.625	12.625
def enrich_pubmed_citations(graph: BELGraph, manager: Manager) -> Set[str]: """Overwrite all PubMed citations with values from NCBI's eUtils lookup service. :return: A set of PMIDs for which the eUtils service crashed """ pmids = get_pubmed_identifiers(graph) pmid_data, errors = get_citations_by_pm...	[ "def", "enrich_pubmed_citations", "(", "graph", ":", "BELGraph", ",", "manager", ":", "Manager", ")", "->", "Set", "[", "str", "]", ":", "pmids", "=", "get_pubmed_identifiers", "(", "graph", ")", "pmid_data", ",", "errors", "=", "get_citations_by_pmids", "(", ...	36.315789	23.315789
def _linkFeature(self, feature): """ Link a feature with its parents. """ parentNames = feature.attributes.get("Parent") if parentNames is None: self.roots.add(feature) else: for parentName in parentNames: self._linkToParent(feature...	[ "def", "_linkFeature", "(", "self", ",", "feature", ")", ":", "parentNames", "=", "feature", ".", "attributes", ".", "get", "(", "\"Parent\"", ")", "if", "parentNames", "is", "None", ":", "self", ".", "roots", ".", "add", "(", "feature", ")", "else", "...	32.4	8
def _check_required_group(self): """ Returns True if the group requirement (AUTH_LDAP_REQUIRE_GROUP) is met. Always returns True if AUTH_LDAP_REQUIRE_GROUP is None. """ required_group_dn = self.settings.REQUIRE_GROUP if required_group_dn is not None: is_membe...	[ "def", "_check_required_group", "(", "self", ")", ":", "required_group_dn", "=", "self", ".", "settings", ".", "REQUIRE_GROUP", "if", "required_group_dn", "is", "not", "None", ":", "is_member", "=", "self", ".", "_get_groups", "(", ")", ".", "is_member_of", "(...	39.384615	22.307692
def git_list_tags(repo_dir, with_messages=False): """Return a list of git tags for the git repo in `repo_dir`.""" command = ['git', 'tag', '-l'] if with_messages: command.append('-n1') raw = execute_git_command(command, repo_dir=repo_dir).splitlines() output = [l.strip() for l in raw if l.st...	[ "def", "git_list_tags", "(", "repo_dir", ",", "with_messages", "=", "False", ")", ":", "command", "=", "[", "'git'", ",", "'tag'", ",", "'-l'", "]", "if", "with_messages", ":", "command", ".", "append", "(", "'-n1'", ")", "raw", "=", "execute_git_command",...	41.636364	13.909091
def set_tag(self, name, tag_class): """ Define a new tag parser method :param name: The name of the tag :type name: str :param tag_class: The Tag class, this must be a subclass of base parser.tags.Tag :type tag_class: Tag """ # Has this tag already been...	[ "def", "set_tag", "(", "self", ",", "name", ",", "tag_class", ")", ":", "# Has this tag already been defined?", "if", "name", "in", "self", ".", "_tags", ":", "self", ".", "_log", ".", "warn", "(", "'Overwriting an existing Tag class: {tag}'", ".", "format", "("...	40.85	22.75
def _torque_queue_nodes(queue): """Retrieve the nodes available for a queue. Parses out nodes from `acl_hosts` in qstat -Qf and extracts the initial names of nodes used in pbsnodes. """ qstat_out = subprocess.check_output(["qstat", "-Qf", queue]).decode() hosts = [] in_hosts = False for...	[ "def", "_torque_queue_nodes", "(", "queue", ")", ":", "qstat_out", "=", "subprocess", ".", "check_output", "(", "[", "\"qstat\"", ",", "\"-Qf\"", ",", "queue", "]", ")", ".", "decode", "(", ")", "hosts", "=", "[", "]", "in_hosts", "=", "False", "for", ...	37.736842	17.368421
def proxy(opts, functions=None, returners=None, whitelist=None, utils=None): ''' Returns the proxy module for this salt-proxy-minion ''' ret = LazyLoader( _module_dirs(opts, 'proxy'), opts, tag='proxy', pack={'__salt__': functions, '__ret__': returners, '__utils__': utils...	[ "def", "proxy", "(", "opts", ",", "functions", "=", "None", ",", "returners", "=", "None", ",", "whitelist", "=", "None", ",", "utils", "=", "None", ")", ":", "ret", "=", "LazyLoader", "(", "_module_dirs", "(", "opts", ",", "'proxy'", ")", ",", "opts...	26	26.857143
def namespace(self, key, glob=False): """Return a namespace for keyring""" if not self.name: self.name = os.environ['DJANGO_SETTINGS_MODULE'] ns = '.'.join([key, self._glob]) if glob else '.'.join([self.name, self._glob]) return ns	[ "def", "namespace", "(", "self", ",", "key", ",", "glob", "=", "False", ")", ":", "if", "not", "self", ".", "name", ":", "self", ".", "name", "=", "os", ".", "environ", "[", "'DJANGO_SETTINGS_MODULE'", "]", "ns", "=", "'.'", ".", "join", "(", "[", ...	45.166667	18.166667
async def edit(self, **fields): """\|coro\| Edits the current profile of the client. If a bot account is used then a password field is optional, otherwise it is required. Note ----- To upload an avatar, a :term:`py:bytes-like object` must be passed in that ...	[ "async", "def", "edit", "(", "self", ",", "", "", "fields", ")", ":", "try", ":", "avatar_bytes", "=", "fields", "[", "'avatar'", "]", "except", "KeyError", ":", "avatar", "=", "self", ".", "avatar", "else", ":", "if", "avatar_bytes", "is", "not", ...	33.142857	19.367347
def sync_auth(self, vault_client, resources): """Synchronizes auth mount wrappers. These happen early in the cycle, to ensure that user backends are proper. They may also be used to set mount tuning""" for auth in self.auths(): auth.sync(vault_client) auth_re...	[ "def", "sync_auth", "(", "self", ",", "vault_client", ",", "resources", ")", ":", "for", "auth", "in", "self", ".", "auths", "(", ")", ":", "auth", ".", "sync", "(", "vault_client", ")", "auth_resources", "=", "[", "x", "for", "x", "in", "resources", ...	38.866667	12.333333
def send_packet(self, packet, protocol='json', time_precision=None): """Send an UDP packet. :param packet: the packet to be sent :type packet: (if protocol is 'json') dict (if protocol is 'line') list of line protocol strings :param protocol: protocol of input data...	[ "def", "send_packet", "(", "self", ",", "packet", ",", "protocol", "=", "'json'", ",", "time_precision", "=", "None", ")", ":", "if", "protocol", "==", "'json'", ":", "data", "=", "make_lines", "(", "packet", ",", "time_precision", ")", ".", "encode", "(...	46.5625	18.75
def parse_datetime(self, text): '''Parse datetime from line of text.''' return parse_datetime(text, date_format=self.date_format, is_day_period=self.is_day_period)	[ "def", "parse_datetime", "(", "self", ",", "text", ")", ":", "return", "parse_datetime", "(", "text", ",", "date_format", "=", "self", ".", "date_format", ",", "is_day_period", "=", "self", ".", "is_day_period", ")" ]	51.5	16
def sample(self, initial_pos, num_samples, trajectory_length, stepsize=None, return_type='dataframe'): """ Method to return samples using Hamiltonian Monte Carlo Parameters ---------- initial_pos: A 1d array like object Vector representing values of parameter positio...	[ "def", "sample", "(", "self", ",", "initial_pos", ",", "num_samples", ",", "trajectory_length", ",", "stepsize", "=", "None", ",", "return_type", "=", "'dataframe'", ")", ":", "self", ".", "accepted_proposals", "=", "1.0", "initial_pos", "=", "_check_1d_array_ob...	43.494118	24.294118
def time_to_channels(embedded_video): """Put time dimension on channels in an embedded video.""" video_shape = common_layers.shape_list(embedded_video) if len(video_shape) != 5: raise ValueError("Assuming videos given as tensors in the format " "[batch, time, height, width, channels] but ...	[ "def", "time_to_channels", "(", "embedded_video", ")", ":", "video_shape", "=", "common_layers", ".", "shape_list", "(", "embedded_video", ")", "if", "len", "(", "video_shape", ")", "!=", "5", ":", "raise", "ValueError", "(", "\"Assuming videos given as tensors in t...	47.166667	15.833333
def number_of_records_per_hour(self, value=None): """Corresponds to IDD Field `number_of_records_per_hour` Args: value (int): value for IDD Field `number_of_records_per_hour` if `value` is None it will not be checked against the specification and is assumed t...	[ "def", "number_of_records_per_hour", "(", "self", ",", "value", "=", "None", ")", ":", "if", "value", "is", "not", "None", ":", "try", ":", "value", "=", "int", "(", "value", ")", "except", "ValueError", ":", "raise", "ValueError", "(", "'value {} need to ...	34.952381	20.904762
def fetch(self): """ Fetch a AuthorizedConnectAppInstance :returns: Fetched AuthorizedConnectAppInstance :rtype: twilio.rest.api.v2010.account.authorized_connect_app.AuthorizedConnectAppInstance """ params = values.of({}) payload = self._version.fetch( ...	[ "def", "fetch", "(", "self", ")", ":", "params", "=", "values", ".", "of", "(", "{", "}", ")", "payload", "=", "self", ".", "_version", ".", "fetch", "(", "'GET'", ",", "self", ".", "_uri", ",", "params", "=", "params", ",", ")", "return", "Autho...	28.142857	20.047619
def crop_box(im, box=False, **kwargs): """Uses box coordinates to crop an image without resizing it first.""" if box: im = im.crop(box) return im	[ "def", "crop_box", "(", "im", ",", "box", "=", "False", ",", "", "", "kwargs", ")", ":", "if", "box", ":", "im", "=", "im", ".", "crop", "(", "box", ")", "return", "im" ]	32.2	14.6
def score(self, X, y, **kwargs): """ Generates a 2D array where each row is the count of the predicted classes and each column is the true class Parameters ---------- X : ndarray or DataFrame of shape n x m A matrix of n instances with m features y :...	[ "def", "score", "(", "self", ",", "X", ",", "y", ",", "", "", "kwargs", ")", ":", "# We're relying on predict to raise NotFitted", "y_pred", "=", "self", ".", "predict", "(", "X", ")", "y_type", ",", "y_true", ",", "y_pred", "=", "_check_targets", "(", ...	32.384615	20.961538
def setup(self, extra_args=tuple()): """ Configure the cluster nodes. Actual action is delegated to the :py:class:`elasticluster.providers.AbstractSetupProvider` that was provided at construction time. :param list extra_args: List of additional command-line ar...	[ "def", "setup", "(", "self", ",", "extra_args", "=", "tuple", "(", ")", ")", ":", "try", ":", "# setup the cluster using the setup provider", "ret", "=", "self", ".", "_setup_provider", ".", "setup_cluster", "(", "self", ",", "extra_args", ")", "except", "Exce...	34.935484	19.387097
def restore_config(): ''' Reapplies the previous configuration. .. versionadded:: 2017.7.5 .. note:: The current configuration will be come the previous configuration. If run a second time back-to-back it is like toggling between two configs. Returns: bool: True if success...	[ "def", "restore_config", "(", ")", ":", "cmd", "=", "'Restore-DscConfiguration'", "try", ":", "_pshell", "(", "cmd", ",", "ignore_retcode", "=", "True", ")", "except", "CommandExecutionError", "as", "exc", ":", "if", "'A previous configuration does not exist'", "in"...	25.333333	24.8
def read(self, size=-1): '''This reads at most "size" bytes from the file (less if the read hits EOF before obtaining size bytes). If the size argument is negative or omitted, read all data until EOF is reached. The bytes are returned as a string object. An empty string is returned when ...	[ "def", "read", "(", "self", ",", "size", "=", "-", "1", ")", ":", "if", "size", "==", "0", ":", "return", "self", ".", "string_type", "(", ")", "if", "size", "<", "0", ":", "# delimiter default is EOF", "self", ".", "expect", "(", "self", ".", "del...	47.714286	23.142857
async def trigger_act(self, addr): """Trigger agent in :attr:`addr` to act. This method is quite inefficient if used repeatedly for a large number of agents. .. seealso:: :py:meth:`creamas.mp.MultiEnvironment.trigger_all` """ r_agent = await self.env.connec...	[ "async", "def", "trigger_act", "(", "self", ",", "addr", ")", ":", "r_agent", "=", "await", "self", ".", "env", ".", "connect", "(", "addr", ",", "timeout", "=", "TIMEOUT", ")", "return", "await", "r_agent", ".", "act", "(", ")" ]	30.666667	21.416667
def attach_team(context, id, team_id): """attach_team(context, id, team_id) Attach a team to a topic. >>> dcictl topic-attach-team [OPTIONS] :param string id: ID of the topic to attach to [required] :param string team_id: ID of the team to attach to this topic [required] """ team_id = tea...	[ "def", "attach_team", "(", "context", ",", "id", ",", "team_id", ")", ":", "team_id", "=", "team_id", "or", "identity", ".", "my_team_id", "(", "context", ")", "result", "=", "topic", ".", "attach_team", "(", "context", ",", "id", "=", "id", ",", "team...	35.076923	18.076923
def migrate_autoload_details(autoload_details, shell_name, shell_type): """ Migrate autoload details. Add namespace for attributes :param autoload_details: :param shell_name: :param shell_type: :return: """ mapping = {} for resource in autoload_details.resources: resource.model...	[ "def", "migrate_autoload_details", "(", "autoload_details", ",", "shell_name", ",", "shell_type", ")", ":", "mapping", "=", "{", "}", "for", "resource", "in", "autoload_details", ".", "resources", ":", "resource", ".", "model", "=", "\"{shell_name}.{model}\"", "."...	42	30.791667
def expand_dict_as_keys(d): """Expands a dictionary into a list of immutables with cartesian product :param d: dictionary (of strings or lists) :returns: cartesian product of list parts """ to_product = [] for key, values in sorted(d.items()): # if we sort the inputs here, itertools.pro...	[ "def", "expand_dict_as_keys", "(", "d", ")", ":", "to_product", "=", "[", "]", "for", "key", ",", "values", "in", "sorted", "(", "d", ".", "items", "(", ")", ")", ":", "# if we sort the inputs here, itertools.product will keep a stable sort order for us later", "key...	43.384615	17.307692
def bookSSE(symbols=None, on_data=None, token='', version=''): '''Book shows IEX’s bids and asks for given symbols. https://iexcloud.io/docs/api/#deep-book Args: symbols (string); Tickers to request on_data (function): Callback on data token (string); Access token version (...	[ "def", "bookSSE", "(", "symbols", "=", "None", ",", "on_data", "=", "None", ",", "token", "=", "''", ",", "version", "=", "''", ")", ":", "return", "_runSSE", "(", "'book'", ",", "symbols", ",", "on_data", ",", "token", ",", "version", ")" ]	30.615385	20
def sender(self): """ :returns: A :class:`~okcupyd.profile.Profile` instance belonging to the sender of this message. """ return (self._message_thread.user_profile if 'from_me' in self._message_element.attrib['class'] else self._message_t...	[ "def", "sender", "(", "self", ")", ":", "return", "(", "self", ".", "_message_thread", ".", "user_profile", "if", "'from_me'", "in", "self", ".", "_message_element", ".", "attrib", "[", "'class'", "]", "else", "self", ".", "_message_thread", ".", "correspond...	42.625	15.625
def create(self): """ Create an instance of the Parking Planning Service with the typical starting settings. """ self.service.create() os.environ[self.__module__ + '.uri'] = self.service.settings.data['url'] os.environ[self.__module__ + '.zone_id'] = self.get_pred...	[ "def", "create", "(", "self", ")", ":", "self", ".", "service", ".", "create", "(", ")", "os", ".", "environ", "[", "self", ".", "__module__", "+", "'.uri'", "]", "=", "self", ".", "service", ".", "settings", ".", "data", "[", "'url'", "]", "os", ...	40.625	17.875
def make_prediction_output_tensors(args, features, input_ops, model_fn_ops, keep_target): """Makes the final prediction output layer.""" target_name = feature_transforms.get_target_name(features) key_names = get_key_names(features) outputs = {} outputs.update({key_name: tf....	[ "def", "make_prediction_output_tensors", "(", "args", ",", "features", ",", "input_ops", ",", "model_fn_ops", ",", "keep_target", ")", ":", "target_name", "=", "feature_transforms", ".", "get_target_name", "(", "features", ")", "key_names", "=", "get_key_names", "("...	36.3125	22.0125
def _previous_pages_count(self): 'A generator of previous page integers.' skip = self.skip if skip == 0: return 0 count, remainder = divmod(skip, self.limit) return count	[ "def", "_previous_pages_count", "(", "self", ")", ":", "skip", "=", "self", ".", "skip", "if", "skip", "==", "0", ":", "return", "0", "count", ",", "remainder", "=", "divmod", "(", "skip", ",", "self", ".", "limit", ")", "return", "count" ]	30.857143	14.571429
def add_button_box(self, stdbtns): """Create dialog button box and add it to the dialog layout""" bbox = QDialogButtonBox(stdbtns) run_btn = bbox.addButton(_("Run"), QDialogButtonBox.AcceptRole) run_btn.clicked.connect(self.run_btn_clicked) bbox.accepted.connect(self.accept)...	[ "def", "add_button_box", "(", "self", ",", "stdbtns", ")", ":", "bbox", "=", "QDialogButtonBox", "(", "stdbtns", ")", "run_btn", "=", "bbox", ".", "addButton", "(", "_", "(", "\"Run\"", ")", ",", "QDialogButtonBox", ".", "AcceptRole", ")", "run_btn", ".", ...	45.545455	7.272727
def plotBoostTrace(sp, inputVectors, columnIndex): """ Plot boostfactor for a selected column Note that learning is ON for SP here :param sp: sp instance :param inputVectors: input data :param columnIndex: index for the column of interest """ numInputVector, inputSize = inputVectors.shape columnNumb...	[ "def", "plotBoostTrace", "(", "sp", ",", "inputVectors", ",", "columnIndex", ")", ":", "numInputVector", ",", "inputSize", "=", "inputVectors", ".", "shape", "columnNumber", "=", "np", ".", "prod", "(", "sp", ".", "getColumnDimensions", "(", ")", ")", "boost...	36.487805	16.487805
def get_filename_block_as_codepoints(self): """ TODO: Support tokenized BASIC. Now we only create ASCII BASIC. """ codepoints = [] codepoints += list(string2codepoint(self.filename.ljust(8, " "))) codepoints.append(self.cfg.FTYPE_BASIC) # one byte file type codepo...	[ "def", "get_filename_block_as_codepoints", "(", "self", ")", ":", "codepoints", "=", "[", "]", "codepoints", "+=", "list", "(", "string2codepoint", "(", "self", ".", "filename", ".", "ljust", "(", "8", ",", "\" \"", ")", ")", ")", "codepoints", ".", "appen...	42.586207	24.172414
def list2cmdline(seq): """ Translate a sequence of arguments into a command line string, using the same rules as the MS C runtime: 1) Arguments are delimited by white space, which is either a space or a tab. 2) A string surrounded by double quotation marks is interpreted as a single ...	[ "def", "list2cmdline", "(", "seq", ")", ":", "# See", "# http://msdn.microsoft.com/en-us/library/17w5ykft.aspx", "# or search http://msdn.microsoft.com for", "# \"Parsing C++ Command-Line Arguments\"", "result", "=", "[", "]", "needquote", "=", "False", "for", "arg", "in", "s...	30.911765	19.411765
def ISINSTANCE(instance, A_tuple): # noqa """ Allows you to do isinstance checks on futures. Really, I discourage this because duck-typing is usually better. But this can provide you with a way to use isinstance with futures. Works with other objects too. :param instance: :param A_tuple: ...	[ "def", "ISINSTANCE", "(", "instance", ",", "A_tuple", ")", ":", "# noqa", "try", ":", "instance", "=", "instance", ".", "_redpipe_future_result", "except", "AttributeError", ":", "pass", "return", "isinstance", "(", "instance", ",", "A_tuple", ")" ]	27.352941	18.294118
def _result_handler(self, response: Dict[str, Any]): """应答结果响应处理. 将结果解析出来设置给任务对应的Future对象上 Parameters: (response): - 响应的python字典形式数据 Return: (bool): - 准确地说没有错误就会返回True """ res = response.get("MESSAGE") result = res.get("RESULT") ...	[ "def", "_result_handler", "(", "self", ",", "response", ":", "Dict", "[", "str", ",", "Any", "]", ")", ":", "res", "=", "response", ".", "get", "(", "\"MESSAGE\"", ")", "result", "=", "res", ".", "get", "(", "\"RESULT\"", ")", "return", "result" ]	21.333333	17.133333
def ranked_in_list_in(self, leaderboard_name, members, **options): ''' Retrieve a page of leaders from the named leaderboard for a given list of members. @param leaderboard_name [String] Name of the leaderboard. @param members [Array] Member names. @param options [Hash] Options ...	[ "def", "ranked_in_list_in", "(", "self", ",", "leaderboard_name", ",", "members", ",", "", "", "options", ")", ":", "ranks_for_members", "=", "[", "]", "pipeline", "=", "self", ".", "redis_connection", ".", "pipeline", "(", ")", "for", "member", "in", "m...	40.04918	23.491803
def b2a_qp(data, quotetabs=False, istext=True, header=False): """quotetabs=True means that tab and space characters are always quoted. istext=False means that \r and \n are treated as regular characters header=True encodes space characters with '_' and requires real '_' characters to be ...	[ "def", "b2a_qp", "(", "data", ",", "quotetabs", "=", "False", ",", "istext", "=", "True", ",", "header", "=", "False", ")", ":", "MAXLINESIZE", "=", "76", "# See if this string is using CRLF line ends", "lf", "=", "data", ".", "find", "(", "'\\n'", ")", "c...	36.014493	15.304348
def parent(groups,ID): """given a groups dictionary and an ID, return its actual parent ID.""" if ID in groups.keys(): return ID # already a parent if not ID in groups.keys(): for actualParent in groups.keys(): if ID in groups[actualParent]: return actualParent # ...	[ "def", "parent", "(", "groups", ",", "ID", ")", ":", "if", "ID", "in", "groups", ".", "keys", "(", ")", ":", "return", "ID", "# already a parent", "if", "not", "ID", "in", "groups", ".", "keys", "(", ")", ":", "for", "actualParent", "in", "groups", ...	39	10.444444
def rewire_inputs(data_list): """Rewire inputs of provided data objects. Input parameter is a list of original and copied data object model instances: ``[{'original': original, 'copy': copy}]``. This function finds which objects reference other objects (in the list) on the input and replaces origin...	[ "def", "rewire_inputs", "(", "data_list", ")", ":", "if", "len", "(", "data_list", ")", "<", "2", ":", "return", "data_list", "mapped_ids", "=", "{", "bundle", "[", "'original'", "]", ".", "id", ":", "bundle", "[", "'copy'", "]", ".", "id", "for", "b...	34.4	26.485714
def write_options_to_YAML(self, filename): """Writes the options in YAML format to a file. :param str filename: Target file to write the options. """ fd = open(filename, "w") yaml.dump(_options_to_dict(self.gc), fd, default_flow_style=False) fd.close()	[ "def", "write_options_to_YAML", "(", "self", ",", "filename", ")", ":", "fd", "=", "open", "(", "filename", ",", "\"w\"", ")", "yaml", ".", "dump", "(", "_options_to_dict", "(", "self", ".", "gc", ")", ",", "fd", ",", "default_flow_style", "=", "False", ...	36.75	16
def infer_cm(tpm): """Infer the connectivity matrix associated with a state-by-node TPM in multidimensional form. """ network_size = tpm.shape[-1] all_contexts = tuple(all_states(network_size - 1)) cm = np.empty((network_size, network_size), dtype=int) for a, b in np.ndindex(cm.shape): ...	[ "def", "infer_cm", "(", "tpm", ")", ":", "network_size", "=", "tpm", ".", "shape", "[", "-", "1", "]", "all_contexts", "=", "tuple", "(", "all_states", "(", "network_size", "-", "1", ")", ")", "cm", "=", "np", ".", "empty", "(", "(", "network_size", ...	37.4	12
def deploy_paying_proxy_contract(self, initializer=b'', deployer_account=None, deployer_private_key=None) -> str: """ Deploy proxy contract. Takes deployer_account (if unlocked in the node) or the deployer private key :param initializer: Initializer :param deployer_account: Unlocked ethe...	[ "def", "deploy_paying_proxy_contract", "(", "self", ",", "initializer", "=", "b''", ",", "deployer_account", "=", "None", ",", "deployer_private_key", "=", "None", ")", "->", "str", ":", "assert", "deployer_account", "or", "deployer_private_key", "deployer_address", ...	61.190476	32.428571
def allowed_domains(self): """ This property lists the allowed domains for a load balancer. The allowed domains are restrictions set for the allowed domain names used for adding load balancer nodes. In order to submit a domain name as an address for the load balancer node to add...	[ "def", "allowed_domains", "(", "self", ")", ":", "if", "self", ".", "_allowed_domains", "is", "None", ":", "uri", "=", "\"/loadbalancers/alloweddomains\"", "resp", ",", "body", "=", "self", ".", "method_get", "(", "uri", ")", "dom_list", "=", "body", "[", ...	47.5	18.055556
def add_vertex(self, vertex, **attr): """ Add vertex and update vertex attributes """ self.vertices[vertex] = [] if attr: self.nodes[vertex] = attr self.pred[vertex] = [] self.succ[vertex] = []	[ "def", "add_vertex", "(", "self", ",", "vertex", ",", "", "", "attr", ")", ":", "self", ".", "vertices", "[", "vertex", "]", "=", "[", "]", "if", "attr", ":", "self", ".", "nodes", "[", "vertex", "]", "=", "attr", "self", ".", "pred", "[", "v...	29	6.555556
def lv_voltage_deviation(network, mode=None, voltage_levels='mv_lv'): """ Checks for voltage stability issues in LV grids. Parameters ---------- network : :class:`~.grid.network.Network` mode : None or String If None voltage at all nodes in LV grid is checked. If mode is set to ...	[ "def", "lv_voltage_deviation", "(", "network", ",", "mode", "=", "None", ",", "voltage_levels", "=", "'mv_lv'", ")", ":", "crit_nodes", "=", "{", "}", "v_dev_allowed_per_case", "=", "{", "}", "if", "voltage_levels", "==", "'mv_lv'", ":", "offset", "=", "netw...	43.237805	21.25
def sleeping_func(arg, secs=10, result_queue=None): """This methods illustrates how the workers can be used.""" import time time.sleep(secs) if result_queue is not None: result_queue.put(arg) else: return arg	[ "def", "sleeping_func", "(", "arg", ",", "secs", "=", "10", ",", "result_queue", "=", "None", ")", ":", "import", "time", "time", ".", "sleep", "(", "secs", ")", "if", "result_queue", "is", "not", "None", ":", "result_queue", ".", "put", "(", "arg", ...	29.625	16
def show_editor_buffer(self, editor_buffer): """ Open this `EditorBuffer` in the active window. """ assert isinstance(editor_buffer, EditorBuffer) self.active_window.editor_buffer = editor_buffer	[ "def", "show_editor_buffer", "(", "self", ",", "editor_buffer", ")", ":", "assert", "isinstance", "(", "editor_buffer", ",", "EditorBuffer", ")", "self", ".", "active_window", ".", "editor_buffer", "=", "editor_buffer" ]	38.333333	8
def commit(self, project_id, mode, mutations, transaction=None): """Perform a ``commit`` request. :type project_id: str :param project_id: The project to connect to. This is usually your project name in the cloud console. :type mode: :class:`.gapic.datastore....	[ "def", "commit", "(", "self", ",", "project_id", ",", "mode", ",", "mutations", ",", "transaction", "=", "None", ")", ":", "request_pb", "=", "_datastore_pb2", ".", "CommitRequest", "(", "project_id", "=", "project_id", ",", "mode", "=", "mode", ",", "tran...	36.918919	20.243243
def replace_all(filepath, searchExp, replaceExp): """ Replace all the ocurrences (in a file) of a string with another value. """ for line in fileinput.input(filepath, inplace=1): if searchExp in line: line = line.replace(searchExp, replaceExp) sys.stdout.write(line)	[ "def", "replace_all", "(", "filepath", ",", "searchExp", ",", "replaceExp", ")", ":", "for", "line", "in", "fileinput", ".", "input", "(", "filepath", ",", "inplace", "=", "1", ")", ":", "if", "searchExp", "in", "line", ":", "line", "=", "line", ".", ...	37.875	11.375
def main(): """Main entry point for CLI commands.""" options = docopt(__doc__, version=__version__) if options['segment']: segment( options['<file>'], options['--output'], options['--target-duration'], options['--mpegts'], )	[ "def", "main", "(", ")", ":", "options", "=", "docopt", "(", "__doc__", ",", "version", "=", "__version__", ")", "if", "options", "[", "'segment'", "]", ":", "segment", "(", "options", "[", "'<file>'", "]", ",", "options", "[", "'--output'", "]", ",", ...	29.1	13.5
def depolarizeCells(self, basalInput, apicalInput, learn): """ Calculate predictions. @param basalInput (numpy array) List of active input bits for the basal dendrite segments @param apicalInput (numpy array) List of active input bits for the apical dendrite segments @param learn (bool) ...	[ "def", "depolarizeCells", "(", "self", ",", "basalInput", ",", "apicalInput", ",", "learn", ")", ":", "(", "activeApicalSegments", ",", "matchingApicalSegments", ",", "apicalPotentialOverlaps", ")", "=", "self", ".", "_calculateApicalSegmentActivity", "(", "self", "...	40.302326	21.697674
def createDataFromFile(self, filePath, inputEncoding = None, defaultFps = None): """Fetch a given filePath and parse its contents. May raise the following exceptions: * RuntimeError - generic exception telling that parsing was unsuccessfull * IOError - failed to open a file at given fil...	[ "def", "createDataFromFile", "(", "self", ",", "filePath", ",", "inputEncoding", "=", "None", ",", "defaultFps", "=", "None", ")", ":", "file_", "=", "File", "(", "filePath", ")", "if", "inputEncoding", "is", "None", ":", "inputEncoding", "=", "file_", "."...	40.518519	21.62963
def Brkic_2011_1(Re, eD): r'''Calculates Darcy friction factor using the method in Brkic (2011) [2]_ as shown in [1]_. .. math:: f_d = [-2\log(10^{-0.4343\beta} + \frac{\epsilon}{3.71D})]^{-2} .. math:: \beta = \ln \frac{Re}{1.816\ln\left(\frac{1.1Re}{\ln(1+1.1Re)}\right)} Paramet...	[ "def", "Brkic_2011_1", "(", "Re", ",", "eD", ")", ":", "beta", "=", "log", "(", "Re", "/", "(", "1.816", "", "log", "(", "1.1", "", "Re", "/", "log", "(", "1", "+", "1.1", "", "Re", ")", ")", ")", ")", "return", "(", "-", "2", "", "lo...	28.409091	25
def search_golr_wrap(id, category, args): """ performs searches in both directions """ #assocs1 = search_associations_compact(object=id, subject_category=category, args) #assocs2 = search_associations_compact(subject=id, object_category=category, **args) assocs1, facets1 = search_compact_wra...	[ "def", "search_golr_wrap", "(", "id", ",", "category", ",", "", "", "args", ")", ":", "#assocs1 = search_associations_compact(object=id, subject_category=category, args)", "#assocs2 = search_associations_compact(subject=id, object_category=category, args)", "assocs1", ",", "fac...	46.083333	20.916667
def fix_config(self, options): """ Fixes the options, if necessary. I.e., it adds all required elements to the dictionary. :param options: the options to fix :type options: dict :return: the (potentially) fixed options :rtype: dict """ options = super(Tri...	[ "def", "fix_config", "(", "self", ",", "options", ")", ":", "options", "=", "super", "(", "Trigger", ",", "self", ")", ".", "fix_config", "(", "options", ")", "opt", "=", "\"condition\"", "if", "opt", "not", "in", "options", ":", "options", "[", "opt",...	41.190476	25
def clickMouseButtonLeft(self, coord, interval=None): """Click the left mouse button without modifiers pressed. Parameters: coordinates to click on screen (tuple (x, y)) Returns: None """ modFlags = 0 self._queueMouseButton(coord, Quartz.kCGMouseButtonLeft, modFlags) ...	[ "def", "clickMouseButtonLeft", "(", "self", ",", "coord", ",", "interval", "=", "None", ")", ":", "modFlags", "=", "0", "self", ".", "_queueMouseButton", "(", "coord", ",", "Quartz", ".", "kCGMouseButtonLeft", ",", "modFlags", ")", "if", "interval", ":", "...	33.153846	19.615385
def get_fields_by_class(cls, field_class): """ Return a list of field names matching a field class :param field_class: field class object :return: list """ ret = [] for key, val in getattr(cls, '_fields').items(): if isinstance(val, field_class): ...	[ "def", "get_fields_by_class", "(", "cls", ",", "field_class", ")", ":", "ret", "=", "[", "]", "for", "key", ",", "val", "in", "getattr", "(", "cls", ",", "'_fields'", ")", ".", "items", "(", ")", ":", "if", "isinstance", "(", "val", ",", "field_class...	26.769231	17.076923
def admin_emails(doc): """View for admin email addresses (organisation and global)""" if doc.get('type') == 'user' and doc.get('state') != 'deactivated': if doc.get('role') == 'administrator': yield None, doc['email'] for org_id, state in doc.get('organisations', {}).items(): ...	[ "def", "admin_emails", "(", "doc", ")", ":", "if", "doc", ".", "get", "(", "'type'", ")", "==", "'user'", "and", "doc", ".", "get", "(", "'state'", ")", "!=", "'deactivated'", ":", "if", "doc", ".", "get", "(", "'role'", ")", "==", "'administrator'",...	55.125	17.375
def set_access_control_lists(self, access_control_lists, security_namespace_id): """SetAccessControlLists. Create or update one or more access control lists. All data that currently exists for the ACLs supplied will be overwritten. :param :class:`<VssJsonCollectionWrapper> <azure.devops.v5_0.sec...	[ "def", "set_access_control_lists", "(", "self", ",", "access_control_lists", ",", "security_namespace_id", ")", ":", "route_values", "=", "{", "}", "if", "security_namespace_id", "is", "not", "None", ":", "route_values", "[", "'securityNamespaceId'", "]", "=", "self...	66.666667	32.933333
def normalize_serial_number(sn, max_length=None, left_fill='0', right_fill=str(), blank=str(), valid_chars=' -0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ', invalid_chars=None, strip_whitesp...	[ "def", "normalize_serial_number", "(", "sn", ",", "max_length", "=", "None", ",", "left_fill", "=", "'0'", ",", "right_fill", "=", "str", "(", ")", ",", "blank", "=", "str", "(", ")", ",", "valid_chars", "=", "' -0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLM...	38.490909	25.136364
def spacing(self): """ Get image spacing Returns ------- tuple """ libfn = utils.get_lib_fn('getSpacing%s'%self._libsuffix) return libfn(self.pointer)	[ "def", "spacing", "(", "self", ")", ":", "libfn", "=", "utils", ".", "get_lib_fn", "(", "'getSpacing%s'", "%", "self", ".", "_libsuffix", ")", "return", "libfn", "(", "self", ".", "pointer", ")" ]	20.6	18.4
def unmarshall(values): """ Transform a response payload from DynamoDB to a native dict :param dict values: The response payload from DynamoDB :rtype: dict :raises ValueError: if an unsupported type code is encountered """ unmarshalled = {} for key in values: unmarshalled[key] ...	[ "def", "unmarshall", "(", "values", ")", ":", "unmarshalled", "=", "{", "}", "for", "key", "in", "values", ":", "unmarshalled", "[", "key", "]", "=", "_unmarshall_dict", "(", "values", "[", "key", "]", ")", "return", "unmarshalled" ]	27.923077	19.923077
def summary(self, varnames=None, ranefs=False, transformed=False, hpd=.95, quantiles=None, diagnostics=['effective_n', 'gelman_rubin']): '''Returns a DataFrame of summary/diagnostic statistics for the parameters. Args: varnames (list): List of variable names to include; if N...	[ "def", "summary", "(", "self", ",", "varnames", "=", "None", ",", "ranefs", "=", "False", ",", "transformed", "=", "False", ",", "hpd", "=", ".95", ",", "quantiles", "=", "None", ",", "diagnostics", "=", "[", "'effective_n'", ",", "'gelman_rubin'", "]", ...	50.411765	25
def clean_draft_pages_from_space(confluence, space_key, count, date_now): """ Remove draft pages from space using datetime.now :param confluence: :param space_key: :param count: :param date_now: :return: int counter """ pages = confluence.get_all_draft_pages_from_space(space=space_ke...	[ "def", "clean_draft_pages_from_space", "(", "confluence", ",", "space_key", ",", "count", ",", "date_now", ")", ":", "pages", "=", "confluence", ".", "get_all_draft_pages_from_space", "(", "space", "=", "space_key", ",", "start", "=", "0", ",", "limit", "=", "...	43.333333	22.47619
def stream_header_legacy(self, f): """Stream the block header in the standard way to the file-like object f.""" stream_struct("L##LL", f, self.version, self.previous_block_hash, self.merkle_root, self.timestamp, self.difficulty) f.write(self.nonce[:4])	[ "def", "stream_header_legacy", "(", "self", ",", "f", ")", ":", "stream_struct", "(", "\"L##LL\"", ",", "f", ",", "self", ".", "version", ",", "self", ".", "previous_block_hash", ",", "self", ".", "merkle_root", ",", "self", ".", "timestamp", ",", "self", ...	58.8	16
async def download_file(self, file_path: base.String, destination: Optional[base.InputFile] = None, timeout: Optional[base.Integer] = sentinel, chunk_size: Optional[base.Integer] = 65536, seek: Optional[base....	[ "async", "def", "download_file", "(", "self", ",", "file_path", ":", "base", ".", "String", ",", "destination", ":", "Optional", "[", "base", ".", "InputFile", "]", "=", "None", ",", "timeout", ":", "Optional", "[", "base", ".", "Integer", "]", "=", "s...	45.885714	26.171429
def fix_pdf_with_ghostscript_to_tmp_file(input_doc_fname): """Attempt to fix a bad PDF file with a Ghostscript command, writing the output PDF to a temporary file and returning the filename. Caller is responsible for deleting the file.""" if not gs_executable: init_and_test_gs_executable(exit_on_fail=...	[ "def", "fix_pdf_with_ghostscript_to_tmp_file", "(", "input_doc_fname", ")", ":", "if", "not", "gs_executable", ":", "init_and_test_gs_executable", "(", "exit_on_fail", "=", "True", ")", "temp_file_name", "=", "get_temporary_filename", "(", "extension", "=", "\".pdf\"", ...	56.782609	26.869565
def humanize_timedelta(seconds): """Creates a string representation of timedelta.""" hours, remainder = divmod(seconds, 3600) days, hours = divmod(hours, 24) minutes, seconds = divmod(remainder, 60) if days: result = '{}d'.format(days) if hours: result += ' {}h'.format(h...	[ "def", "humanize_timedelta", "(", "seconds", ")", ":", "hours", ",", "remainder", "=", "divmod", "(", "seconds", ",", "3600", ")", "days", ",", "hours", "=", "divmod", "(", "hours", ",", "24", ")", "minutes", ",", "seconds", "=", "divmod", "(", "remain...	26	16.185185
def argsplit(args, sep=','): """used to split JS args (it is not that simple as it seems because sep can be inside brackets). pass args without brackets! Used also to parse array and object elements, and more""" parsed_len = 0 last = 0 splits = [] for e in bracket_split(args...	[ "def", "argsplit", "(", "args", ",", "sep", "=", "','", ")", ":", "parsed_len", "=", "0", "last", "=", "0", "splits", "=", "[", "]", "for", "e", "in", "bracket_split", "(", "args", ",", "brackets", "=", "[", "'()'", ",", "'[]'", ",", "'{}'", "]",...	33.210526	14.631579
def add_column(self, data, column_name="", inplace=False): """ Returns an SFrame with a new column. The number of elements in the data given must match the length of every other column of the SFrame. If no name is given, a default name is chosen. If inplace == False (default) th...	[ "def", "add_column", "(", "self", ",", "data", ",", "column_name", "=", "\"\"", ",", "inplace", "=", "False", ")", ":", "# Check type for pandas dataframe or SArray?", "if", "not", "isinstance", "(", "data", ",", "SArray", ")", ":", "if", "isinstance", "(", ...	29.675676	20.459459
def get_object_from_name(name): ''' Returns the named object. Arguments: name (str): A string of form `package.subpackage.etc.module.property`. This function will import `package.subpackage.etc.module` and return `property` from that module. ''' dot = name.rindex(".") ...	[ "def", "get_object_from_name", "(", "name", ")", ":", "dot", "=", "name", ".", "rindex", "(", "\".\"", ")", "mod_name", ",", "property_name", "=", "name", "[", ":", "dot", "]", ",", "name", "[", "dot", "+", "1", ":", "]", "__import__", "(", "mod_name...	31.785714	23.928571
def SetKeyPathPrefix(self, key_path_prefix): """Sets the Window Registry key path prefix. Args: key_path_prefix (str): Windows Registry key path prefix. """ self._key_path_prefix = key_path_prefix self._key_path_prefix_length = len(key_path_prefix) self._key_path_prefix_upper = key_path_p...	[ "def", "SetKeyPathPrefix", "(", "self", ",", "key_path_prefix", ")", ":", "self", ".", "_key_path_prefix", "=", "key_path_prefix", "self", ".", "_key_path_prefix_length", "=", "len", "(", "key_path_prefix", ")", "self", ".", "_key_path_prefix_upper", "=", "key_path_...	36.111111	14.666667
def signin(request, auth_form=AuthenticationForm, template_name='userena/signin_form.html', redirect_field_name=REDIRECT_FIELD_NAME, redirect_signin_function=signin_redirect, extra_context=None): """ Signin using email or username with password. Signs a user in by combining...	[ "def", "signin", "(", "request", ",", "auth_form", "=", "AuthenticationForm", ",", "template_name", "=", "'userena/signin_form.html'", ",", "redirect_field_name", "=", "REDIRECT_FIELD_NAME", ",", "redirect_signin_function", "=", "signin_redirect", ",", "extra_context", "=...	43.301205	24.795181
def request_access(self, verifier): """ Get OAuth access token so we can make requests """ client = OAuth1( client_key=self._server_cache[self.client.server].key, client_secret=self._server_cache[self.client.server].secret, resource_owner_key=self.store["oauth-request...	[ "def", "request_access", "(", "self", ",", "verifier", ")", ":", "client", "=", "OAuth1", "(", "client_key", "=", "self", ".", "_server_cache", "[", "self", ".", "client", ".", "server", "]", ".", "key", ",", "client_secret", "=", "self", ".", "_server_c...	36.818182	20.545455
def secondary_mass(mass1, mass2): """Returns the smaller of mass1 and mass2 (s = secondary).""" mass1, mass2, input_is_array = ensurearray(mass1, mass2) if mass1.shape != mass2.shape: raise ValueError("mass1 and mass2 must have same shape") ms = copy.copy(mass2) mask = mass1 < mass2 ms[m...	[ "def", "secondary_mass", "(", "mass1", ",", "mass2", ")", ":", "mass1", ",", "mass2", ",", "input_is_array", "=", "ensurearray", "(", "mass1", ",", "mass2", ")", "if", "mass1", ".", "shape", "!=", "mass2", ".", "shape", ":", "raise", "ValueError", "(", ...	41.555556	11.666667
def add_command_set(self, command_set): """ Adds all of the commands and events from specified CommandSet command set into this one. :param command_set: a commands set to add commands from """ for command in command_set.get_commands(): self.add_comman...	[ "def", "add_command_set", "(", "self", ",", "command_set", ")", ":", "for", "command", "in", "command_set", ".", "get_commands", "(", ")", ":", "self", ".", "add_command", "(", "command", ")", "for", "event", "in", "command_set", ".", "get_events", "(", ")...	33.416667	15.083333
def inspect(self, name): '''Inspect a local image in the database, which typically includes the basic fields in the model. ''' print(name) container = self.get(name) if container is not None: collection = container.collection.name fields = container.__dict__.copy() fi...	[ "def", "inspect", "(", "self", ",", "name", ")", ":", "print", "(", "name", ")", "container", "=", "self", ".", "get", "(", "name", ")", "if", "container", "is", "not", "None", ":", "collection", "=", "container", ".", "collection", ".", "name", "fie...	36.375	16.5
def FlowAccumFromProps( props, weights = None, in_place = False ): """Calculates flow accumulation from flow proportions. Args: props (rdarray): An elevation model weights (rdarray): Flow accumulation weights to use. This is the amount of flow generated ...	[ "def", "FlowAccumFromProps", "(", "props", ",", "weights", "=", "None", ",", "in_place", "=", "False", ")", ":", "if", "type", "(", "props", ")", "is", "not", "rd3array", ":", "raise", "Exception", "(", "\"A richdem.rd3array or numpy.ndarray is required!\"", ")"...	35.857143	26.081633
def _needs_ref_WCS(reglist): """ Check if the region list contains shapes in image-like coordinates """ from pyregion.wcs_helper import image_like_coordformats for r in reglist: if r.coord_format in image_like_coordformats: return True return False	[ "def", "_needs_ref_WCS", "(", "reglist", ")", ":", "from", "pyregion", ".", "wcs_helper", "import", "image_like_coordformats", "for", "r", "in", "reglist", ":", "if", "r", ".", "coord_format", "in", "image_like_coordformats", ":", "return", "True", "return", "Fa...	31.222222	16
def __query_cmd(self, command, device=None): """Calls a command""" base_url = u'%s&switchcmd=%s' % (self.__homeauto_url_with_sid(), command) if device is None: url = base_url else: url = '%s&ain=%s' % (base_url, device) if self.__debug: print...	[ "def", "__query_cmd", "(", "self", ",", "command", ",", "device", "=", "None", ")", ":", "base_url", "=", "u'%s&switchcmd=%s'", "%", "(", "self", ".", "__homeauto_url_with_sid", "(", ")", ",", "command", ")", "if", "device", "is", "None", ":", "url", "="...	28.615385	20.076923
def sed2(img, contour=None, shape=[3, 4]): """ plot tiled image of multiple slices :param img: :param contour: :param shape: :return: """ """ :param img: :param contour: :param shape: :return: """ plt.imshow(slices(img, shape), cmap='gray') ...	[ "def", "sed2", "(", "img", ",", "contour", "=", "None", ",", "shape", "=", "[", "3", ",", "4", "]", ")", ":", "\"\"\"\r\n :param img:\r\n :param contour:\r\n :param shape:\r\n :return:\r\n \"\"\"", "plt", ".", "imshow", "(", "slices", "(", "img", ",...	19.473684	15.263158
def addobject(bunchdt, data, commdct, key, theidf, aname=None, **kwargs): """add an object to the eplus model""" obj = newrawobject(data, commdct, key) abunch = obj2bunch(data, commdct, obj) if aname: namebunch(abunch, aname) data.dt[key].append(obj) bunchdt[key].append(abunch) for k...	[ "def", "addobject", "(", "bunchdt", ",", "data", ",", "commdct", ",", "key", ",", "theidf", ",", "aname", "=", "None", ",", "", "", "kwargs", ")", ":", "obj", "=", "newrawobject", "(", "data", ",", "commdct", ",", "key", ")", "abunch", "=", "obj2...	35.454545	12
def moreData(ra,dec,box): """Search the CFHT archive for more images of this location""" import cfhtCutout cdata={'ra_deg': ra, 'dec_deg': dec, 'radius_deg': 0.2} inter=cfhtCutout.find_images(cdata,0.2)	[ "def", "moreData", "(", "ra", ",", "dec", ",", "box", ")", ":", "import", "cfhtCutout", "cdata", "=", "{", "'ra_deg'", ":", "ra", ",", "'dec_deg'", ":", "dec", ",", "'radius_deg'", ":", "0.2", "}", "inter", "=", "cfhtCutout", ".", "find_images", "(", ...	33.666667	15.5

def json_to_initkwargs(record_type, json_struct, kwargs=None): """This function converts a JSON dict (json_struct) to a set of init keyword arguments for the passed Record (or JsonRecord). It is called by the JsonRecord constructor. This function takes a JSON data structure and returns a keyword argum...

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def watch_transient_file(self, filename, mask, proc_class): """ Watch a transient file, which will be created and deleted frequently over time (e.g. pid file). @attention: Currently under the call to this function it is not possible to correctly watch the events triggered into t...

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def _pluck_pull_request_info(pull_request_url: str) -> PullRequestInfo: """ # Plucks a PullRequestInfo from a valid >>> _pluck_pull_request_info('https://github.com/zhammer/morning-cd/pull/17') PullRequestInfo(owner='zhammer', repo='morning-cd', number=17) # Raises a GithubPrError on bad urls ...

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def wrap_socket(socket, certfile, keyfile, password=None): """ Wraps an existing TCP socket and returns an SSLSocket object :param socket: The socket to wrap :param certfile: The server certificate file :param keyfile: The server private key file :param password: Password for the private key fi...

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def cell_strings(term): """Return the strings that represent each possible living cell state. Return the most colorful ones the terminal supports. """ num_colors = term.number_of_colors if num_colors >= 16: funcs = term.on_bright_red, term.on_bright_green, term.on_bright_cyan elif num_...

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def file_name(self, category=None, extension=None): """ :param category: audio|image|office|text|video :param extension: file extension """ extension = extension if extension else self.file_extension(category) filename = self.generator.word() return '{0}.{1}'.form...

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def policy_map_clss_span_session(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") policy_map = ET.SubElement(config, "policy-map", xmlns="urn:brocade.com:mgmt:brocade-policer") po_name_key = ET.SubElement(policy_map, "po-name") po_name_key.text = ...

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def process_url(url, key): """ Yields DOE CODE records from a DOE CODE .json URL response Converts a DOE CODE API .json URL response into DOE CODE projects """ logger.debug('Fetching DOE CODE JSON: %s', url) if key is None: raise ValueError('DOE CODE API Key value is missing!') re...

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def create_slug(title, plain_len=None): ''' Tries to create a slug from a title, trading off collision risk with readability and minimized cruft title - a unicode object with a title to use as basis of the slug plain_len - the maximum character length preserved (from the beginning) of the title >>...

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def update_data_frames(network, cluster_weights, dates, hours): """ Updates the snapshots, snapshots weights and the dataframes based on the original data in the network and the medoids created by clustering these original data. Parameters ----------- network : pyPSA network object cluster_...

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def find_path(name, path=None, exact=False): """ Search for a file or directory on your local filesystem by name (file must be in a directory specified in a PATH environment variable) Args: fname (PathLike or str): file name to match. If exact is False this may be a glob pattern ...

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def setup_logging(self): """Setup logging module based on known modules in the config file """ logging.getLogger('amqp').setLevel(str_to_logging(self.get('logging', 'amqp'))) logging.getLogger('rdflib').setLevel(str_to_logging(self.get('logging', 'rdflib')))

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def _should_allocate_port(pid): """Determine if we should allocate a port for use by the given process id.""" if pid <= 0: log.info('Not allocating a port to invalid pid') return False if pid == 1: # The client probably meant to send us its parent pid but # had been reparente...

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def _proxy(self): """ Generate an instance context for the instance, the context is capable of performing various actions. All instance actions are proxied to the context :returns: MessageInteractionContext for this MessageInteractionInstance :rtype: twilio.rest.proxy.v1.servic...

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def field_get_subfields(field): """ Given a field, will place all subfields into a dictionary Parameters: * field - tuple: The field to get subfields for Returns: a dictionary, codes as keys and a list of values as the value """ pairs = {} for key, value in field[0]: if key in pairs and...

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def _consume_flags(self): """Read flags until we encounter the first token that isn't a flag.""" flags = [] while self._at_flag(): flag = self._unconsumed_args.pop() if not self._check_for_help_request(flag): flags.append(flag) return flags

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def enrich_pubmed_citations(graph: BELGraph, manager: Manager) -> Set[str]: """Overwrite all PubMed citations with values from NCBI's eUtils lookup service. :return: A set of PMIDs for which the eUtils service crashed """ pmids = get_pubmed_identifiers(graph) pmid_data, errors = get_citations_by_pm...

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def _linkFeature(self, feature): """ Link a feature with its parents. """ parentNames = feature.attributes.get("Parent") if parentNames is None: self.roots.add(feature) else: for parentName in parentNames: self._linkToParent(feature...

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def _check_required_group(self): """ Returns True if the group requirement (AUTH_LDAP_REQUIRE_GROUP) is met. Always returns True if AUTH_LDAP_REQUIRE_GROUP is None. """ required_group_dn = self.settings.REQUIRE_GROUP if required_group_dn is not None: is_membe...

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def git_list_tags(repo_dir, with_messages=False): """Return a list of git tags for the git repo in `repo_dir`.""" command = ['git', 'tag', '-l'] if with_messages: command.append('-n1') raw = execute_git_command(command, repo_dir=repo_dir).splitlines() output = [l.strip() for l in raw if l.st...

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def set_tag(self, name, tag_class): """ Define a new tag parser method :param name: The name of the tag :type name: str :param tag_class: The Tag class, this must be a subclass of base parser.tags.Tag :type tag_class: Tag """ # Has this tag already been...

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def _torque_queue_nodes(queue): """Retrieve the nodes available for a queue. Parses out nodes from `acl_hosts` in qstat -Qf and extracts the initial names of nodes used in pbsnodes. """ qstat_out = subprocess.check_output(["qstat", "-Qf", queue]).decode() hosts = [] in_hosts = False for...

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def proxy(opts, functions=None, returners=None, whitelist=None, utils=None): ''' Returns the proxy module for this salt-proxy-minion ''' ret = LazyLoader( _module_dirs(opts, 'proxy'), opts, tag='proxy', pack={'__salt__': functions, '__ret__': returners, '__utils__': utils...

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def namespace(self, key, glob=False): """Return a namespace for keyring""" if not self.name: self.name = os.environ['DJANGO_SETTINGS_MODULE'] ns = '.'.join([key, self._glob]) if glob else '.'.join([self.name, self._glob]) return ns

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async def edit(self, **fields): """|coro| Edits the current profile of the client. If a bot account is used then a password field is optional, otherwise it is required. Note ----- To upload an avatar, a :term:`py:bytes-like object` must be passed in that ...

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def sync_auth(self, vault_client, resources): """Synchronizes auth mount wrappers. These happen early in the cycle, to ensure that user backends are proper. They may also be used to set mount tuning""" for auth in self.auths(): auth.sync(vault_client) auth_re...

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def send_packet(self, packet, protocol='json', time_precision=None): """Send an UDP packet. :param packet: the packet to be sent :type packet: (if protocol is 'json') dict (if protocol is 'line') list of line protocol strings :param protocol: protocol of input data...

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def parse_datetime(self, text): '''Parse datetime from line of text.''' return parse_datetime(text, date_format=self.date_format, is_day_period=self.is_day_period)

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def sample(self, initial_pos, num_samples, trajectory_length, stepsize=None, return_type='dataframe'): """ Method to return samples using Hamiltonian Monte Carlo Parameters ---------- initial_pos: A 1d array like object Vector representing values of parameter positio...

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def time_to_channels(embedded_video): """Put time dimension on channels in an embedded video.""" video_shape = common_layers.shape_list(embedded_video) if len(video_shape) != 5: raise ValueError("Assuming videos given as tensors in the format " "[batch, time, height, width, channels] but ...

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def number_of_records_per_hour(self, value=None): """Corresponds to IDD Field `number_of_records_per_hour` Args: value (int): value for IDD Field `number_of_records_per_hour` if `value` is None it will not be checked against the specification and is assumed t...

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def fetch(self): """ Fetch a AuthorizedConnectAppInstance :returns: Fetched AuthorizedConnectAppInstance :rtype: twilio.rest.api.v2010.account.authorized_connect_app.AuthorizedConnectAppInstance """ params = values.of({}) payload = self._version.fetch( ...

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def crop_box(im, box=False, **kwargs): """Uses box coordinates to crop an image without resizing it first.""" if box: im = im.crop(box) return im

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def score(self, X, y, **kwargs): """ Generates a 2D array where each row is the count of the predicted classes and each column is the true class Parameters ---------- X : ndarray or DataFrame of shape n x m A matrix of n instances with m features y :...

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def setup(self, extra_args=tuple()): """ Configure the cluster nodes. Actual action is delegated to the :py:class:`elasticluster.providers.AbstractSetupProvider` that was provided at construction time. :param list extra_args: List of additional command-line ar...

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def restore_config(): ''' Reapplies the previous configuration. .. versionadded:: 2017.7.5 .. note:: The current configuration will be come the previous configuration. If run a second time back-to-back it is like toggling between two configs. Returns: bool: True if success...

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def read(self, size=-1): '''This reads at most "size" bytes from the file (less if the read hits EOF before obtaining size bytes). If the size argument is negative or omitted, read all data until EOF is reached. The bytes are returned as a string object. An empty string is returned when ...

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async def trigger_act(self, addr): """Trigger agent in :attr:`addr` to act. This method is quite inefficient if used repeatedly for a large number of agents. .. seealso:: :py:meth:`creamas.mp.MultiEnvironment.trigger_all` """ r_agent = await self.env.connec...

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def attach_team(context, id, team_id): """attach_team(context, id, team_id) Attach a team to a topic. >>> dcictl topic-attach-team [OPTIONS] :param string id: ID of the topic to attach to [required] :param string team_id: ID of the team to attach to this topic [required] """ team_id = tea...

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def migrate_autoload_details(autoload_details, shell_name, shell_type): """ Migrate autoload details. Add namespace for attributes :param autoload_details: :param shell_name: :param shell_type: :return: """ mapping = {} for resource in autoload_details.resources: resource.model...

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def expand_dict_as_keys(d): """Expands a dictionary into a list of immutables with cartesian product :param d: dictionary (of strings or lists) :returns: cartesian product of list parts """ to_product = [] for key, values in sorted(d.items()): # if we sort the inputs here, itertools.pro...

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def bookSSE(symbols=None, on_data=None, token='', version=''): '''Book shows IEX’s bids and asks for given symbols. https://iexcloud.io/docs/api/#deep-book Args: symbols (string); Tickers to request on_data (function): Callback on data token (string); Access token version (...

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def sender(self): """ :returns: A :class:`~okcupyd.profile.Profile` instance belonging to the sender of this message. """ return (self._message_thread.user_profile if 'from_me' in self._message_element.attrib['class'] else self._message_t...

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def create(self): """ Create an instance of the Parking Planning Service with the typical starting settings. """ self.service.create() os.environ[self.__module__ + '.uri'] = self.service.settings.data['url'] os.environ[self.__module__ + '.zone_id'] = self.get_pred...

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def make_prediction_output_tensors(args, features, input_ops, model_fn_ops, keep_target): """Makes the final prediction output layer.""" target_name = feature_transforms.get_target_name(features) key_names = get_key_names(features) outputs = {} outputs.update({key_name: tf....

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def _previous_pages_count(self): 'A generator of previous page integers.' skip = self.skip if skip == 0: return 0 count, remainder = divmod(skip, self.limit) return count

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def add_button_box(self, stdbtns): """Create dialog button box and add it to the dialog layout""" bbox = QDialogButtonBox(stdbtns) run_btn = bbox.addButton(_("Run"), QDialogButtonBox.AcceptRole) run_btn.clicked.connect(self.run_btn_clicked) bbox.accepted.connect(self.accept)...

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def plotBoostTrace(sp, inputVectors, columnIndex): """ Plot boostfactor for a selected column Note that learning is ON for SP here :param sp: sp instance :param inputVectors: input data :param columnIndex: index for the column of interest """ numInputVector, inputSize = inputVectors.shape columnNumb...

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def get_filename_block_as_codepoints(self): """ TODO: Support tokenized BASIC. Now we only create ASCII BASIC. """ codepoints = [] codepoints += list(string2codepoint(self.filename.ljust(8, " "))) codepoints.append(self.cfg.FTYPE_BASIC) # one byte file type codepo...

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def list2cmdline(seq): """ Translate a sequence of arguments into a command line string, using the same rules as the MS C runtime: 1) Arguments are delimited by white space, which is either a space or a tab. 2) A string surrounded by double quotation marks is interpreted as a single ...

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def ISINSTANCE(instance, A_tuple): # noqa """ Allows you to do isinstance checks on futures. Really, I discourage this because duck-typing is usually better. But this can provide you with a way to use isinstance with futures. Works with other objects too. :param instance: :param A_tuple: ...

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def _result_handler(self, response: Dict[str, Any]): """应答结果响应处理. 将结果解析出来设置给任务对应的Future对象上 Parameters: (response): - 响应的python字典形式数据 Return: (bool): - 准确地说没有错误就会返回True """ res = response.get("MESSAGE") result = res.get("RESULT") ...

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def ranked_in_list_in(self, leaderboard_name, members, **options): ''' Retrieve a page of leaders from the named leaderboard for a given list of members. @param leaderboard_name [String] Name of the leaderboard. @param members [Array] Member names. @param options [Hash] Options ...

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def b2a_qp(data, quotetabs=False, istext=True, header=False): """quotetabs=True means that tab and space characters are always quoted. istext=False means that \r and \n are treated as regular characters header=True encodes space characters with '_' and requires real '_' characters to be ...

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def parent(groups,ID): """given a groups dictionary and an ID, return its actual parent ID.""" if ID in groups.keys(): return ID # already a parent if not ID in groups.keys(): for actualParent in groups.keys(): if ID in groups[actualParent]: return actualParent # ...

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def rewire_inputs(data_list): """Rewire inputs of provided data objects. Input parameter is a list of original and copied data object model instances: ``[{'original': original, 'copy': copy}]``. This function finds which objects reference other objects (in the list) on the input and replaces origin...

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def write_options_to_YAML(self, filename): """Writes the options in YAML format to a file. :param str filename: Target file to write the options. """ fd = open(filename, "w") yaml.dump(_options_to_dict(self.gc), fd, default_flow_style=False) fd.close()

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36.75

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def infer_cm(tpm): """Infer the connectivity matrix associated with a state-by-node TPM in multidimensional form. """ network_size = tpm.shape[-1] all_contexts = tuple(all_states(network_size - 1)) cm = np.empty((network_size, network_size), dtype=int) for a, b in np.ndindex(cm.shape): ...

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def deploy_paying_proxy_contract(self, initializer=b'', deployer_account=None, deployer_private_key=None) -> str: """ Deploy proxy contract. Takes deployer_account (if unlocked in the node) or the deployer private key :param initializer: Initializer :param deployer_account: Unlocked ethe...

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def allowed_domains(self): """ This property lists the allowed domains for a load balancer. The allowed domains are restrictions set for the allowed domain names used for adding load balancer nodes. In order to submit a domain name as an address for the load balancer node to add...

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def add_vertex(self, vertex, **attr): """ Add vertex and update vertex attributes """ self.vertices[vertex] = [] if attr: self.nodes[vertex] = attr self.pred[vertex] = [] self.succ[vertex] = []

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def lv_voltage_deviation(network, mode=None, voltage_levels='mv_lv'): """ Checks for voltage stability issues in LV grids. Parameters ---------- network : :class:`~.grid.network.Network` mode : None or String If None voltage at all nodes in LV grid is checked. If mode is set to ...

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def sleeping_func(arg, secs=10, result_queue=None): """This methods illustrates how the workers can be used.""" import time time.sleep(secs) if result_queue is not None: result_queue.put(arg) else: return arg

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def show_editor_buffer(self, editor_buffer): """ Open this `EditorBuffer` in the active window. """ assert isinstance(editor_buffer, EditorBuffer) self.active_window.editor_buffer = editor_buffer

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def commit(self, project_id, mode, mutations, transaction=None): """Perform a ``commit`` request. :type project_id: str :param project_id: The project to connect to. This is usually your project name in the cloud console. :type mode: :class:`.gapic.datastore....

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def replace_all(filepath, searchExp, replaceExp): """ Replace all the ocurrences (in a file) of a string with another value. """ for line in fileinput.input(filepath, inplace=1): if searchExp in line: line = line.replace(searchExp, replaceExp) sys.stdout.write(line)

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def main(): """Main entry point for CLI commands.""" options = docopt(__doc__, version=__version__) if options['segment']: segment( options['<file>'], options['--output'], options['--target-duration'], options['--mpegts'], )

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29.1

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def depolarizeCells(self, basalInput, apicalInput, learn): """ Calculate predictions. @param basalInput (numpy array) List of active input bits for the basal dendrite segments @param apicalInput (numpy array) List of active input bits for the apical dendrite segments @param learn (bool) ...

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def createDataFromFile(self, filePath, inputEncoding = None, defaultFps = None): """Fetch a given filePath and parse its contents. May raise the following exceptions: * RuntimeError - generic exception telling that parsing was unsuccessfull * IOError - failed to open a file at given fil...

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def Brkic_2011_1(Re, eD): r'''Calculates Darcy friction factor using the method in Brkic (2011) [2]_ as shown in [1]_. .. math:: f_d = [-2\log(10^{-0.4343\beta} + \frac{\epsilon}{3.71D})]^{-2} .. math:: \beta = \ln \frac{Re}{1.816\ln\left(\frac{1.1Re}{\ln(1+1.1Re)}\right)} Paramet...

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def search_golr_wrap(id, category, **args): """ performs searches in both directions """ #assocs1 = search_associations_compact(object=id, subject_category=category, **args) #assocs2 = search_associations_compact(subject=id, object_category=category, **args) assocs1, facets1 = search_compact_wra...

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def fix_config(self, options): """ Fixes the options, if necessary. I.e., it adds all required elements to the dictionary. :param options: the options to fix :type options: dict :return: the (potentially) fixed options :rtype: dict """ options = super(Tri...

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def clickMouseButtonLeft(self, coord, interval=None): """Click the left mouse button without modifiers pressed. Parameters: coordinates to click on screen (tuple (x, y)) Returns: None """ modFlags = 0 self._queueMouseButton(coord, Quartz.kCGMouseButtonLeft, modFlags) ...

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def get_fields_by_class(cls, field_class): """ Return a list of field names matching a field class :param field_class: field class object :return: list """ ret = [] for key, val in getattr(cls, '_fields').items(): if isinstance(val, field_class): ...

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def admin_emails(doc): """View for admin email addresses (organisation and global)""" if doc.get('type') == 'user' and doc.get('state') != 'deactivated': if doc.get('role') == 'administrator': yield None, doc['email'] for org_id, state in doc.get('organisations', {}).items(): ...

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def set_access_control_lists(self, access_control_lists, security_namespace_id): """SetAccessControlLists. Create or update one or more access control lists. All data that currently exists for the ACLs supplied will be overwritten. :param :class:`<VssJsonCollectionWrapper> <azure.devops.v5_0.sec...

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def normalize_serial_number(sn, max_length=None, left_fill='0', right_fill=str(), blank=str(), valid_chars=' -0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ', invalid_chars=None, strip_whitesp...

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def spacing(self): """ Get image spacing Returns ------- tuple """ libfn = utils.get_lib_fn('getSpacing%s'%self._libsuffix) return libfn(self.pointer)

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def unmarshall(values): """ Transform a response payload from DynamoDB to a native dict :param dict values: The response payload from DynamoDB :rtype: dict :raises ValueError: if an unsupported type code is encountered """ unmarshalled = {} for key in values: unmarshalled[key] ...

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27.923077

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def summary(self, varnames=None, ranefs=False, transformed=False, hpd=.95, quantiles=None, diagnostics=['effective_n', 'gelman_rubin']): '''Returns a DataFrame of summary/diagnostic statistics for the parameters. Args: varnames (list): List of variable names to include; if N...

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def clean_draft_pages_from_space(confluence, space_key, count, date_now): """ Remove draft pages from space using datetime.now :param confluence: :param space_key: :param count: :param date_now: :return: int counter """ pages = confluence.get_all_draft_pages_from_space(space=space_ke...

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def stream_header_legacy(self, f): """Stream the block header in the standard way to the file-like object f.""" stream_struct("L##LL", f, self.version, self.previous_block_hash, self.merkle_root, self.timestamp, self.difficulty) f.write(self.nonce[:4])

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async def download_file(self, file_path: base.String, destination: Optional[base.InputFile] = None, timeout: Optional[base.Integer] = sentinel, chunk_size: Optional[base.Integer] = 65536, seek: Optional[base....

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def fix_pdf_with_ghostscript_to_tmp_file(input_doc_fname): """Attempt to fix a bad PDF file with a Ghostscript command, writing the output PDF to a temporary file and returning the filename. Caller is responsible for deleting the file.""" if not gs_executable: init_and_test_gs_executable(exit_on_fail=...

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def humanize_timedelta(seconds): """Creates a string representation of timedelta.""" hours, remainder = divmod(seconds, 3600) days, hours = divmod(hours, 24) minutes, seconds = divmod(remainder, 60) if days: result = '{}d'.format(days) if hours: result += ' {}h'.format(h...

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def argsplit(args, sep=','): """used to split JS args (it is not that simple as it seems because sep can be inside brackets). pass args *without* brackets! Used also to parse array and object elements, and more""" parsed_len = 0 last = 0 splits = [] for e in bracket_split(args...

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def add_column(self, data, column_name="", inplace=False): """ Returns an SFrame with a new column. The number of elements in the data given must match the length of every other column of the SFrame. If no name is given, a default name is chosen. If inplace == False (default) th...

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def get_object_from_name(name): ''' Returns the named object. Arguments: name (str): A string of form `package.subpackage.etc.module.property`. This function will import `package.subpackage.etc.module` and return `property` from that module. ''' dot = name.rindex(".") ...

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def SetKeyPathPrefix(self, key_path_prefix): """Sets the Window Registry key path prefix. Args: key_path_prefix (str): Windows Registry key path prefix. """ self._key_path_prefix = key_path_prefix self._key_path_prefix_length = len(key_path_prefix) self._key_path_prefix_upper = key_path_p...

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def signin(request, auth_form=AuthenticationForm, template_name='userena/signin_form.html', redirect_field_name=REDIRECT_FIELD_NAME, redirect_signin_function=signin_redirect, extra_context=None): """ Signin using email or username with password. Signs a user in by combining...

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def request_access(self, verifier): """ Get OAuth access token so we can make requests """ client = OAuth1( client_key=self._server_cache[self.client.server].key, client_secret=self._server_cache[self.client.server].secret, resource_owner_key=self.store["oauth-request...

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def secondary_mass(mass1, mass2): """Returns the smaller of mass1 and mass2 (s = secondary).""" mass1, mass2, input_is_array = ensurearray(mass1, mass2) if mass1.shape != mass2.shape: raise ValueError("mass1 and mass2 must have same shape") ms = copy.copy(mass2) mask = mass1 < mass2 ms[m...

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def add_command_set(self, command_set): """ Adds all of the commands and events from specified CommandSet command set into this one. :param command_set: a commands set to add commands from """ for command in command_set.get_commands(): self.add_comman...

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33.416667

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def inspect(self, name): '''Inspect a local image in the database, which typically includes the basic fields in the model. ''' print(name) container = self.get(name) if container is not None: collection = container.collection.name fields = container.__dict__.copy() fi...

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36.375

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def FlowAccumFromProps( props, weights = None, in_place = False ): """Calculates flow accumulation from flow proportions. Args: props (rdarray): An elevation model weights (rdarray): Flow accumulation weights to use. This is the amount of flow generated ...

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def _needs_ref_WCS(reglist): """ Check if the region list contains shapes in image-like coordinates """ from pyregion.wcs_helper import image_like_coordformats for r in reglist: if r.coord_format in image_like_coordformats: return True return False

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def __query_cmd(self, command, device=None): """Calls a command""" base_url = u'%s&switchcmd=%s' % (self.__homeauto_url_with_sid(), command) if device is None: url = base_url else: url = '%s&ain=%s' % (base_url, device) if self.__debug: print...

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def sed2(img, contour=None, shape=[3, 4]): """ plot tiled image of multiple slices :param img: :param contour: :param shape: :return: """ """ :param img: :param contour: :param shape: :return: """ plt.imshow(slices(img, shape), cmap='gray') ...

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19.473684

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def addobject(bunchdt, data, commdct, key, theidf, aname=None, **kwargs): """add an object to the eplus model""" obj = newrawobject(data, commdct, key) abunch = obj2bunch(data, commdct, obj) if aname: namebunch(abunch, aname) data.dt[key].append(obj) bunchdt[key].append(abunch) for k...

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35.454545

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def moreData(ra,dec,box): """Search the CFHT archive for more images of this location""" import cfhtCutout cdata={'ra_deg': ra, 'dec_deg': dec, 'radius_deg': 0.2} inter=cfhtCutout.find_images(cdata,0.2)

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33.666667

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