kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def _get_valid_fill_mask(arr, dim, limit): '''helper function to determine values that can be filled when limit is not None''' kw = {dim: limit + 1} # we explicitly use construct method to avoid copy. new_dim = utils.get_temp_dimname(arr.dims, '_window') return (arr.isnull().rolling(min_periods=...	[ "def", "_get_valid_fill_mask", "(", "arr", ",", "dim", ",", "limit", ")", ":", "kw", "=", "{", "dim", ":", "limit", "+", "1", "}", "# we explicitly use construct method to avoid copy.", "new_dim", "=", "utils", ".", "get_temp_dimname", "(", "arr", ".", "dims",...	46.666667	16.444444
def process_exception_message(exception): """ Process an exception message. Args: exception: The exception to process. Returns: A filtered string summarizing the exception. """ exception_message = str(exception) for replace_char in ['\t',...	[ "def", "process_exception_message", "(", "exception", ")", ":", "exception_message", "=", "str", "(", "exception", ")", "for", "replace_char", "in", "[", "'\\t'", ",", "'\\n'", ",", "'\\\\n'", "]", ":", "exception_message", "=", "exception_message", ".", "replac...	35.071429	18.357143
def showroom_get_roomid_by_room_url_key(room_url_key): """str->str""" fake_headers_mobile = { 'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,/;q=0.8', 'Accept-Charset': 'UTF-8,*;q=0.5', 'Accept-Encoding': 'gzip,deflate,sdch', 'Accept-Language': 'en-US,en;q=0.8...	[ "def", "showroom_get_roomid_by_room_url_key", "(", "room_url_key", ")", ":", "fake_headers_mobile", "=", "{", "'Accept'", ":", "'text/html,application/xhtml+xml,application/xml;q=0.9,/;q=0.8'", ",", "'Accept-Charset'", ":", "'UTF-8,*;q=0.5'", ",", "'Accept-Encoding'", ":", "'...	49.785714	24.785714
def by_col(cls, df, e, b, t=None, geom_col='geometry', inplace=False, **kwargs): """ Compute smoothing by columns in a dataframe. The bounding box and point information is computed from the geometry column. Parameters ----------- df : pandas.DataFrame ...	[ "def", "by_col", "(", "cls", ",", "df", ",", "e", ",", "b", ",", "t", "=", "None", ",", "geom_col", "=", "'geometry'", ",", "inplace", "=", "False", ",", "", "", "kwargs", ")", ":", "import", "pandas", "as", "pd", "if", "not", "inplace", ":", ...	41.102564	20.769231
def setup(__pkg: str) -> jinja2.Environment: """Configure a new Jinja environment with our filters. Args: __pkg: Package name to use as base for templates searches Returns: Configured Jinja environment """ dirs = [path.join(d, 'templates') for d in xdg_basedir.get_data_d...	[ "def", "setup", "(", "__pkg", ":", "str", ")", "->", "jinja2", ".", "Environment", ":", "dirs", "=", "[", "path", ".", "join", "(", "d", ",", "'templates'", ")", "for", "d", "in", "xdg_basedir", ".", "get_data_dirs", "(", "__pkg", ")", "]", "env", ...	33.722222	20.333333
def open_with_encoding(filename, encoding, mode='r'): """Return opened file with a specific encoding.""" return io.open(filename, mode=mode, encoding=encoding, newline='')	[ "def", "open_with_encoding", "(", "filename", ",", "encoding", ",", "mode", "=", "'r'", ")", ":", "return", "io", ".", "open", "(", "filename", ",", "mode", "=", "mode", ",", "encoding", "=", "encoding", ",", "newline", "=", "''", ")" ]	48.75	10.25
def clone_model(model_instance): """ Returns a copy of the given model with all objects cloned. This is equivalent to saving the model to a file and reload it, but it doesn't require writing or reading to/from disk. The original model is not touched. :param model: model to be cloned :return: a clon...	[ "def", "clone_model", "(", "model_instance", ")", ":", "data", "=", "model_instance", ".", "to_dict_with_types", "(", ")", "parser", "=", "ModelParser", "(", "model_dict", "=", "data", ")", "return", "parser", ".", "get_model", "(", ")" ]	33.071429	23.928571
def VerifyStructure(self, parser_mediator, lines): """Verifies whether content corresponds to an SCCM log file. Args: parser_mediator (ParserMediator): mediates interactions between parsers and other components, such as storage and dfvfs. lines (str): one or more lines from the text file....	[ "def", "VerifyStructure", "(", "self", ",", "parser_mediator", ",", "lines", ")", ":", "# Identify the token to which we attempt a match.", "match", "=", "self", ".", "_PARSING_COMPONENTS", "[", "'msg_left_delimiter'", "]", ".", "match", "# Because logs files can lead with ...	39.210526	20.210526
def _get_verdict(result): """Gets verdict of the testcase.""" verdict = result.get("verdict") if not verdict: return None verdict = verdict.strip().lower() if verdict not in Verdicts.PASS + Verdicts.FAIL + Verdicts.SKIP + Verdicts.WAIT: return None ...	[ "def", "_get_verdict", "(", "result", ")", ":", "verdict", "=", "result", ".", "get", "(", "\"verdict\"", ")", "if", "not", "verdict", ":", "return", "None", "verdict", "=", "verdict", ".", "strip", "(", ")", ".", "lower", "(", ")", "if", "verdict", ...	36.333333	14.888889
def draw_circle(self, center, radius, array, value, mode="set"): """ Draws a circle of specified radius on the input array and fills it with specified value :param center: a tuple for the center of the circle :type center: tuple (x,y) :param radius: how many pixels in radius the ...	[ "def", "draw_circle", "(", "self", ",", "center", ",", "radius", ",", "array", ",", "value", ",", "mode", "=", "\"set\"", ")", ":", "ri", ",", "ci", "=", "draw", ".", "circle", "(", "center", "[", "0", "]", ",", "center", "[", "1", "]", ",", "r...	45.230769	16.307692
def parse_stdout(self, filelike): """Parse the content written by the script to standard out into a `CifData` object. :param filelike: filelike object of stdout :returns: an exit code in case of an error, None otherwise """ from CifFile import StarError if not filelike....	[ "def", "parse_stdout", "(", "self", ",", "filelike", ")", ":", "from", "CifFile", "import", "StarError", "if", "not", "filelike", ".", "read", "(", ")", ".", "strip", "(", ")", ":", "return", "self", ".", "exit_codes", ".", "ERROR_EMPTY_OUTPUT_FILE", "try"...	34.238095	20.52381
def compute_pool(instance1, attribute1, relation1, instance2, attribute2, relation2, prefix1, prefix2, doinstance=True, doattribute=True, dorelation=True): """ compute all possible node mapping candidates and their weights (the triple matching number gain resulting from map...	[ "def", "compute_pool", "(", "instance1", ",", "attribute1", ",", "relation1", ",", "instance2", ",", "attribute2", ",", "relation2", ",", "prefix1", ",", "prefix2", ",", "doinstance", "=", "True", ",", "doattribute", "=", "True", ",", "dorelation", "=", "Tru...	58.731481	26.157407
def add_javascripts(self, *js_files): """add javascripts files in HTML body""" # create the script tag if don't exists if self.main_soup.script is None: script_tag = self.main_soup.new_tag('script') self.main_soup.body.append(script_tag) for js_file in js_files: ...	[ "def", "add_javascripts", "(", "self", ",", "*", "js_files", ")", ":", "# create the script tag if don't exists", "if", "self", ".", "main_soup", ".", "script", "is", "None", ":", "script_tag", "=", "self", ".", "main_soup", ".", "new_tag", "(", "'script'", ")...	42	12.444444
def get_task_subtask_positions_objs(client, task_id): ''' Gets a list of the positions of a single task's subtasks Each task should (will?) only have one positions object defining how its subtasks are laid out ''' params = { 'task_id' : int(task_id) } response = client.a...	[ "def", "get_task_subtask_positions_objs", "(", "client", ",", "task_id", ")", ":", "params", "=", "{", "'task_id'", ":", "int", "(", "task_id", ")", "}", "response", "=", "client", ".", "authenticated_request", "(", "client", ".", "api", ".", "Endpoints", "....	37.454545	29.636364
def apply_mtlist_budget_obs(list_filename,gw_filename="mtlist_gw.dat", sw_filename="mtlist_sw.dat", start_datetime="1-1-1970"): """ process an MT3D list file to extract mass budget entries. Parameters ---------- list_filename : str the mt3...	[ "def", "apply_mtlist_budget_obs", "(", "list_filename", ",", "gw_filename", "=", "\"mtlist_gw.dat\"", ",", "sw_filename", "=", "\"mtlist_sw.dat\"", ",", "start_datetime", "=", "\"1-1-1970\"", ")", ":", "try", ":", "import", "flopy", "except", "Exception", "as", "e",...	35.142857	21.55102
def maskedNanPercentile(maskedArray, percentiles, args, *kwargs): """ Calculates np.nanpercentile on the non-masked values """ #https://docs.scipy.org/doc/numpy/reference/maskedarray.generic.html#accessing-the-data awm = ArrayWithMask.createFromMaskedArray(maskedArray) maskIdx = awm.maskIndex() ...	[ "def", "maskedNanPercentile", "(", "maskedArray", ",", "percentiles", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "#https://docs.scipy.org/doc/numpy/reference/maskedarray.generic.html#accessing-the-data", "awm", "=", "ArrayWithMask", ".", "createFromMaskedArray", "...	36.45	25.5
def incoming_messages(self) -> t.List[t.Tuple[float, bytes]]: """Consume the receive buffer and return the messages. If there are new messages added to the queue while this funciton is being processed, they will not be returned. This ensures that this terminates in a timely manner. ...	[ "def", "incoming_messages", "(", "self", ")", "->", "t", ".", "List", "[", "t", ".", "Tuple", "[", "float", ",", "bytes", "]", "]", ":", "approximate_messages", "=", "self", ".", "_receive_buffer", ".", "qsize", "(", ")", "messages", "=", "[", "]", "...	40.2	19.866667
def name(name, validator=None): """ Set a name on a validator callable. Useful for user-friendly reporting when using lambdas to populate the [`Invalid.expected`](#invalid) field: ```python from good import Schema, name Schema(lambda x: int(x))('a') #-> Invalid: invalid literal for int(): exp...	[ "def", "name", "(", "name", ",", "validator", "=", "None", ")", ":", "# Decorator mode", "if", "validator", "is", "None", ":", "def", "decorator", "(", "f", ")", ":", "f", ".", "name", "=", "name", "return", "f", "return", "decorator", "# Direct mode", ...	27.44186	23.767442
def get_subject(self, identifier): """ Build a Subject XML block for a SAML 1.1 AuthenticationStatement or AttributeStatement. """ subject = etree.Element('Subject') name = etree.SubElement(subject, 'NameIdentifier') name.text = identifier subject_confirma...	[ "def", "get_subject", "(", "self", ",", "identifier", ")", ":", "subject", "=", "etree", ".", "Element", "(", "'Subject'", ")", "name", "=", "etree", ".", "SubElement", "(", "subject", ",", "'NameIdentifier'", ")", "name", ".", "text", "=", "identifier", ...	42.666667	13.166667
def reissueOverLongJobs(self): """ Check each issued job - if it is running for longer than desirable issue a kill instruction. Wait for the job to die then we pass the job to processFinishedJob. """ maxJobDuration = self.config.maxJobDuration jobsToKill = [] ...	[ "def", "reissueOverLongJobs", "(", "self", ")", ":", "maxJobDuration", "=", "self", ".", "config", ".", "maxJobDuration", "jobsToKill", "=", "[", "]", "if", "maxJobDuration", "<", "10000000", ":", "# We won't bother doing anything if rescue time > 16 weeks.", "runningJo...	56.473684	23.421053
def sql_string_literal(text: str) -> str: """ Transforms text into its ANSI SQL-quoted version, e.g. (in Python ``repr()`` format): .. code-block:: none "some string" -> "'some string'" "Jack's dog" -> "'Jack''s dog'" """ # ANSI SQL: http://www.contrib.andrew.cmu.edu/~shad...	[ "def", "sql_string_literal", "(", "text", ":", "str", ")", "->", "str", ":", "# ANSI SQL: http://www.contrib.andrew.cmu.edu/~shadow/sql/sql1992.txt", "# <character string literal>", "return", "SQUOTE", "+", "text", ".", "replace", "(", "SQUOTE", ",", "DOUBLE_SQUOTE", ")",...	32.615385	18
def euclidean_random_projection_split(data, indices, rng_state): """Given a set of ``indices`` for data points from ``data``, create a random hyperplane to split the data, returning two arrays indices that fall on either side of the hyperplane. This is the basis for a random projection tree, which simpl...	[ "def", "euclidean_random_projection_split", "(", "data", ",", "indices", ",", "rng_state", ")", ":", "dim", "=", "data", ".", "shape", "[", "1", "]", "# Select two random points, set the hyperplane between them", "left_index", "=", "tau_rand_int", "(", "rng_state", ")...	34.380435	21.228261
def _add_onchain_locksroot_to_channel_settled_state_changes( raiden: RaidenService, storage: SQLiteStorage, ) -> None: """ Adds `our_onchain_locksroot` and `partner_onchain_locksroot` to ContractReceiveChannelSettled. """ batch_size = 50 batch_query = storage.batch_query_state_changes( ...	[ "def", "_add_onchain_locksroot_to_channel_settled_state_changes", "(", "raiden", ":", "RaidenService", ",", "storage", ":", "SQLiteStorage", ",", ")", "->", "None", ":", "batch_size", "=", "50", "batch_query", "=", "storage", ".", "batch_query_state_changes", "(", "ba...	43.530303	24.515152
def pre_factor_kkt(Q, G, A): """ Perform all one-time factorizations and cache relevant matrix products""" nineq, nz, neq, _ = get_sizes(G, A) # S = [ A Q^{-1} A^T A Q^{-1} G^T ] # [ G Q^{-1} A^T G Q^{-1} G^T + D^{-1} ] U_Q = torch.potrf(Q) # partial cholesky of S m...	[ "def", "pre_factor_kkt", "(", "Q", ",", "G", ",", "A", ")", ":", "nineq", ",", "nz", ",", "neq", ",", "_", "=", "get_sizes", "(", "G", ",", "A", ")", "# S = [ A Q^{-1} A^T A Q^{-1} G^T ]", "# [ G Q^{-1} A^T G Q^{-1} G^T + D^{-1} ]", "U_...	34.342857	17.228571
def indicators_from_tag(self, indicator, tag_name, filters=None, params=None): """ Args: indicator: tag_name: filters: params: Return: """ params = params or {} for t in sel...	[ "def", "indicators_from_tag", "(", "self", ",", "indicator", ",", "tag_name", ",", "filters", "=", "None", ",", "params", "=", "None", ")", ":", "params", "=", "params", "or", "{", "}", "for", "t", "in", "self", ".", "pivot_from_tag", "(", "indicator", ...	26.4	21.466667
def create_issue(self, title, content, priority=None, milestone=None, tags=None, assignee=None, private=None): """ Create a new issue. :param title: the title of the issue :param content: the description of the issue :param priority: the ...	[ "def", "create_issue", "(", "self", ",", "title", ",", "content", ",", "priority", "=", "None", ",", "milestone", "=", "None", ",", "tags", "=", "None", ",", "assignee", "=", "None", ",", "private", "=", "None", ")", ":", "request_url", "=", "\"{}new_i...	36.939394	14.575758
def delete_ec2_role(self, role, mount_point='aws-ec2'): """DELETE /auth/<mount_point>/role/<role> :param role: :type role: :param mount_point: :type mount_point: :return: :rtype: """ return self._adapter.delete('/v1/auth/{0}/role/{1}'.format(mount...	[ "def", "delete_ec2_role", "(", "self", ",", "role", ",", "mount_point", "=", "'aws-ec2'", ")", ":", "return", "self", ".", "_adapter", ".", "delete", "(", "'/v1/auth/{0}/role/{1}'", ".", "format", "(", "mount_point", ",", "role", ")", ")" ]	29.454545	19.818182
def _parse(coord, _match=_regex.match): """Return match groups from single sheet coordinate. >>> Coordinates._parse('A1') ('A', '1', None, None) >>> Coordinates._parse('A'), Coordinates._parse('1') ((None, None, 'A', None), (None, None, None, '1')) >>> Coordinates._par...	[ "def", "_parse", "(", "coord", ",", "_match", "=", "_regex", ".", "match", ")", ":", "try", ":", "return", "_match", "(", "coord", ")", ".", "groups", "(", ")", "except", "AttributeError", ":", "raise", "ValueError", "(", "coord", ")" ]	29.5	14.555556
def loadSignalFromWav(inputSignalFile, calibrationRealWorldValue=None, calibrationSignalFile=None, start=None, end=None) -> Signal: """ reads a wav file into a Signal and scales the input so that the sample are expressed in real world values (as defined by the calibration signal). :par...	[ "def", "loadSignalFromWav", "(", "inputSignalFile", ",", "calibrationRealWorldValue", "=", "None", ",", "calibrationSignalFile", "=", "None", ",", "start", "=", "None", ",", "end", "=", "None", ")", "->", "Signal", ":", "inputSignal", "=", "readWav", "(", "inp...	60.058824	25.117647
def all_label_values(self, label_list_ids=None): """ Return a set of all label-values occurring in this corpus. Args: label_list_ids (list): If not None, only labels from label-lists with an id contained in this list are considered. Return...	[ "def", "all_label_values", "(", "self", ",", "label_list_ids", "=", "None", ")", ":", "values", "=", "set", "(", ")", "for", "utterance", "in", "self", ".", "utterances", ".", "values", "(", ")", ":", "values", "=", "values", ".", "union", "(", "uttera...	33.411765	26
def check(self, kwargs): """ In addition to parent class' checks, also ensure that MULTITENANT_STATICFILES_DIRS is a tuple or a list. """ errors = super().check(kwargs) multitenant_staticfiles_dirs = settings.MULTITENANT_STATICFILES_DIRS if not isinstance(mul...	[ "def", "check", "(", "self", ",", "", "", "kwargs", ")", ":", "errors", "=", "super", "(", ")", ".", "check", "(", "", "", "kwargs", ")", "multitenant_staticfiles_dirs", "=", "settings", ".", "MULTITENANT_STATICFILES_DIRS", "if", "not", "isinstance", "...	35.588235	23.235294
def parameters_dict(self): """ Get the tool parameters as a simple dictionary :return: The tool parameters """ d = {} for k, v in self.__dict__.items(): if not k.startswith("_"): d[k] = v return d	[ "def", "parameters_dict", "(", "self", ")", ":", "d", "=", "{", "}", "for", "k", ",", "v", "in", "self", ".", "__dict__", ".", "items", "(", ")", ":", "if", "not", "k", ".", "startswith", "(", "\"_\"", ")", ":", "d", "[", "k", "]", "=", "v", ...	24.636364	13
def random_reseed(self, seed): """ Provide YubiHSM DRBG_CTR with a new seed. @param seed: new seed -- must be exactly 32 bytes @type seed: string @returns: True on success @rtype: bool @see: L{pyhsm.basic_cmd.YHSM_Cmd_Random_Reseed} """ return p...	[ "def", "random_reseed", "(", "self", ",", "seed", ")", ":", "return", "pyhsm", ".", "basic_cmd", ".", "YHSM_Cmd_Random_Reseed", "(", "self", ".", "stick", ",", "seed", ")", ".", "execute", "(", ")" ]	28.692308	19.461538
def getSampleTypes(self, active_only=True): """Return all sampletypes """ catalog = api.get_tool("bika_setup_catalog") query = { "portal_type": "SampleType", # N.B. The `sortable_title` index sorts case sensitive. Since there # is no sort key for ...	[ "def", "getSampleTypes", "(", "self", ",", "active_only", "=", "True", ")", ":", "catalog", "=", "api", ".", "get_tool", "(", "\"bika_setup_catalog\"", ")", "query", "=", "{", "\"portal_type\"", ":", "\"SampleType\"", ",", "# N.B. The `sortable_title` index sorts ca...	39.888889	13.666667
def properties_changed(self, sender, changed_properties, invalidated_properties): """ Called when a device property has changed or got invalidated. """ if 'Connected' in changed_properties: if changed_properties['Connected']: self.connect_succeeded() ...	[ "def", "properties_changed", "(", "self", ",", "sender", ",", "changed_properties", ",", "invalidated_properties", ")", ":", "if", "'Connected'", "in", "changed_properties", ":", "if", "changed_properties", "[", "'Connected'", "]", ":", "self", ".", "connect_succeed...	41.461538	17
def create_quote(self, blogname, **kwargs): """ Create a quote post on a blog :param blogname: a string, the url of the blog you want to post to. :param state: a string, The state of the post. :param tags: a list of tags that you want applied to the post :param tweet: a ...	[ "def", "create_quote", "(", "self", ",", "blogname", ",", "", "", "kwargs", ")", ":", "kwargs", ".", "update", "(", "{", "\"type\"", ":", "\"quote\"", "}", ")", "return", "self", ".", "_send_post", "(", "blogname", ",", "kwargs", ")" ]	47.444444	19.888889
def three_d_effect(img, **kwargs): """Create 3D effect using convolution""" w = kwargs.get('weight', 1) LOG.debug("Applying 3D effect with weight %.2f", w) kernel = np.array([[-w, 0, w], [-w, 1, w], [-w, 0, w]]) mode = kwargs.get('convolve_mode', 'same')...	[ "def", "three_d_effect", "(", "img", ",", "", "", "kwargs", ")", ":", "w", "=", "kwargs", ".", "get", "(", "'weight'", ",", "1", ")", "LOG", ".", "debug", "(", "\"Applying 3D effect with weight %.2f\"", ",", "w", ")", "kernel", "=", "np", ".", "array...	38.529412	20.882353
def _tool_to_dict(tool): """Parse a tool definition into a cwl2wdl style dictionary. """ out = {"name": _id_to_name(tool.tool["id"]), "baseCommand": " ".join(tool.tool["baseCommand"]), "arguments": [], "inputs": [_input_to_dict(i) for i in tool.tool["inputs"]], "o...	[ "def", "_tool_to_dict", "(", "tool", ")", ":", "out", "=", "{", "\"name\"", ":", "_id_to_name", "(", "tool", ".", "tool", "[", "\"id\"", "]", ")", ",", "\"baseCommand\"", ":", "\" \"", ".", "join", "(", "tool", ".", "tool", "[", "\"baseCommand\"", "]",...	46.272727	17.181818
def deprecated(func): """ This is a decorator which can be used to mark functions as deprecated. It will result in a warning being emitted when the function is used. :param func: The function to run :return: function """ def deprecation_warning(args, *kwargs): warnings.warn('Call ...	[ "def", "deprecated", "(", "func", ")", ":", "def", "deprecation_warning", "(", "", "args", ",", "", "*", "kwargs", ")", ":", "warnings", ".", "warn", "(", "'Call to deprecated function {name}. Please consult our documentation at '", "'http://pyapi-gitlab.readthedocs.io/...	44.411765	20.764706
def delete(self, client=None): """API call: delete a metric via a DELETE request See https://cloud.google.com/logging/docs/reference/v2/rest/v2/projects.metrics/delete :type client: :class:`~google.cloud.logging.client.Client` or ``NoneType`` :param clien...	[ "def", "delete", "(", "self", ",", "client", "=", "None", ")", ":", "client", "=", "self", ".", "_require_client", "(", "client", ")", "client", ".", "metrics_api", ".", "metric_delete", "(", "self", ".", "project", ",", "self", ".", "name", ")" ]	42.384615	22.461538
def on_balance_volume(close_data, volume): """ On Balance Volume. Formula: start = 1 if CLOSEt > CLOSEt-1 obv = obvt-1 + volumet elif CLOSEt < CLOSEt-1 obv = obvt-1 - volumet elif CLOSEt == CLOSTt-1 obv = obvt-1 """ catch_errors.check_for_input_len_diff(close...	[ "def", "on_balance_volume", "(", "close_data", ",", "volume", ")", ":", "catch_errors", ".", "check_for_input_len_diff", "(", "close_data", ",", "volume", ")", "obv", "=", "np", ".", "zeros", "(", "len", "(", "volume", ")", ")", "obv", "[", "0", "]", "="...	28.625	13.875
def make_next_param(login_url, current_url): ''' Reduces the scheme and host from a given URL so it can be passed to the given `login` URL more efficiently. :param login_url: The login URL being redirected to. :type login_url: str :param current_url: The URL to reduce. :type current_url: st...	[ "def", "make_next_param", "(", "login_url", ",", "current_url", ")", ":", "l", "=", "urlparse", "(", "login_url", ")", "c", "=", "urlparse", "(", "current_url", ")", "if", "(", "not", "l", ".", "scheme", "or", "l", ".", "scheme", "==", "c", ".", "sch...	33.294118	18.941176
def to_native(self, value, context=None): """ Schematics deserializer override We return a phoenumbers.PhoneNumber object so any kind of formatting can be trivially performed. Additionally, some convenient properties have been added: e164: string formatted '+11234567890' ...	[ "def", "to_native", "(", "self", ",", "value", ",", "context", "=", "None", ")", ":", "if", "isinstance", "(", "value", ",", "pn", ".", "phonenumber", ".", "PhoneNumber", ")", ":", "return", "value", "try", ":", "phone", "=", "pn", ".", "parse", "(",...	34.354839	21.032258
def exponential_sleep_generator(initial, maximum, multiplier=_DEFAULT_DELAY_MULTIPLIER): """Generates sleep intervals based on the exponential back-off algorithm. This implements the `Truncated Exponential Back-off`_ algorithm. .. _Truncated Exponential Back-off: https://cloud.google.com/storage/d...	[ "def", "exponential_sleep_generator", "(", "initial", ",", "maximum", ",", "multiplier", "=", "_DEFAULT_DELAY_MULTIPLIER", ")", ":", "delay", "=", "initial", "while", "True", ":", "# Introduce jitter by yielding a delay that is uniformly distributed", "# to average out to the d...	38.130435	22.565217
def patch_ligotimegps(module="ligo.lw.lsctables"): """Context manager to on-the-fly patch LIGOTimeGPS to accept all int types """ module = import_module(module) orig = module.LIGOTimeGPS module.LIGOTimeGPS = _ligotimegps try: yield finally: module.LIGOTimeGPS = orig	[ "def", "patch_ligotimegps", "(", "module", "=", "\"ligo.lw.lsctables\"", ")", ":", "module", "=", "import_module", "(", "module", ")", "orig", "=", "module", ".", "LIGOTimeGPS", "module", ".", "LIGOTimeGPS", "=", "_ligotimegps", "try", ":", "yield", "finally", ...	30.1	12.4
def ipv4(self, network=False, address_class=None, private=None): """ Produce a random IPv4 address or network with a valid CIDR. :param network: Network address :param address_class: IPv4 address class (a, b, or c) :param private: Public or private :returns: IPv4 ...	[ "def", "ipv4", "(", "self", ",", "network", "=", "False", ",", "address_class", "=", "None", ",", "private", "=", "None", ")", ":", "if", "private", "is", "True", ":", "return", "self", ".", "ipv4_private", "(", "address_class", "=", "address_class", ","...	38.441176	19.911765
def calculate_acf(data, delta_t=1.0, unbiased=False): r"""Calculates the one-sided autocorrelation function. Calculates the autocorrelation function (ACF) and returns the one-sided ACF. The ACF is defined as the autocovariance divided by the variance. The ACF can be estimated using .. math:: ...	[ "def", "calculate_acf", "(", "data", ",", "delta_t", "=", "1.0", ",", "unbiased", "=", "False", ")", ":", "# if given a TimeSeries instance then get numpy.array", "if", "isinstance", "(", "data", ",", "TimeSeries", ")", ":", "y", "=", "data", ".", "numpy", "("...	31.6	24.653333
def process_tree(top, name='top'): """Creates a string representation of the process tree for process top. This method uses the :func:`walk_processes` method to create the process tree. :param top: top process for which process tree string should be created :typ...	[ "def", "process_tree", "(", "top", ",", "name", "=", "'top'", ")", ":", "str1", "=", "''", "for", "name", ",", "proc", ",", "level", "in", "walk_processes", "(", "top", ",", "name", ",", "ignoreFlag", "=", "True", ")", ":", "indent", "=", "' '", "*...	40.236842	25.078947
def load(self, items): """ Populate this section from an iteration of the parse_items call """ for k, vals in items: self[k] = "".join(vals)	[ "def", "load", "(", "self", ",", "items", ")", ":", "for", "k", ",", "vals", "in", "items", ":", "self", "[", "k", "]", "=", "\"\"", ".", "join", "(", "vals", ")" ]	25.571429	15
def int2str(num, radix=10, alphabet=BASE85): """helper function for quick base conversions from integers to strings""" return NumConv(radix, alphabet).int2str(num)	[ "def", "int2str", "(", "num", ",", "radix", "=", "10", ",", "alphabet", "=", "BASE85", ")", ":", "return", "NumConv", "(", "radix", ",", "alphabet", ")", ".", "int2str", "(", "num", ")" ]	56.333333	4
def no_llvm(args, uid=0, gid=0, *kwargs): """ Return a customizable uchroot command. The command will be executed inside a uchroot environment. Args: args: List of additional arguments for uchroot (typical: mounts) Return: chroot_cmd """ uchroot_cmd = no_args() uchroo...	[ "def", "no_llvm", "(", "", "args", ",", "uid", "=", "0", ",", "gid", "=", "0", ",", "", "*", "kwargs", ")", ":", "uchroot_cmd", "=", "no_args", "(", ")", "uchroot_cmd", "=", "uchroot_cmd", "[", "__default_opts__", "(", "uid", ",", "gid", ")", "]"...	27.357143	18.785714
def dot_alignment(sequences, seq_field=None, name_field=None, root=None, root_name=None, cluster_threshold=0.75, as_fasta=False, just_alignment=False): ''' Creates a dot alignment (dots indicate identity, mismatches are represented by the mismatched residue) for a list of sequences. Args: ...	[ "def", "dot_alignment", "(", "sequences", ",", "seq_field", "=", "None", ",", "name_field", "=", "None", ",", "root", "=", "None", ",", "root_name", "=", "None", ",", "cluster_threshold", "=", "0.75", ",", "as_fasta", "=", "False", ",", "just_alignment", "...	43.530303	27.742424
def write_docstring_for_shortcut(self): """Write docstring to editor by shortcut of code editor.""" # cursor placed below function definition result = self.get_function_definition_from_below_last_line() if result is not None: __, number_of_lines_of_function = result ...	[ "def", "write_docstring_for_shortcut", "(", "self", ")", ":", "# cursor placed below function definition\r", "result", "=", "self", ".", "get_function_definition_from_below_last_line", "(", ")", "if", "result", "is", "not", "None", ":", "__", ",", "number_of_lines_of_func...	43.6875	17.6875
def indicator(self): """Produce the spinner.""" while self.run: try: size = self.work_q.qsize() except Exception: note = 'Please wait ' else: note = 'Number of Jobs in Queue = %s ' % size if self.msg: ...	[ "def", "indicator", "(", "self", ")", ":", "while", "self", ".", "run", ":", "try", ":", "size", "=", "self", ".", "work_q", ".", "qsize", "(", ")", "except", "Exception", ":", "note", "=", "'Please wait '", "else", ":", "note", "=", "'Number of Jobs i...	30.263158	17.421053
def get_task( self, taskName): """recursively scan this taskpaper object to find a descendant task by name Key Arguments: - ``taskName`` -- the name, or title, of the task you want to return Return: - ``task`` -- the taskpaper task obje...	[ "def", "get_task", "(", "self", ",", "taskName", ")", ":", "if", "taskName", "[", ":", "2", "]", "!=", "\"- \"", ":", "taskName", "=", "\"- \"", "+", "taskName", "task", "=", "None", "try", ":", "self", ".", "refresh", "except", ":", "pass", "# SEARC...	25.87234	21.659574
def dispatch(self, key): """ Get a seq of Commandchain objects that match key """ if key in self.strs: yield self.strs[key] for r, obj in self.regexs.items(): if re.match(r, key): yield obj else: #print "nomatch",key # dbg ...	[ "def", "dispatch", "(", "self", ",", "key", ")", ":", "if", "key", "in", "self", ".", "strs", ":", "yield", "self", ".", "strs", "[", "key", "]", "for", "r", ",", "obj", "in", "self", ".", "regexs", ".", "items", "(", ")", ":", "if", "re", "....	29.727273	13.363636
def change_mime(self, bucket, key, mime): """修改文件mimeType: 主动修改指定资源的文件类型，具体规格参考： http://developer.qiniu.com/docs/v6/api/reference/rs/chgm.html Args: bucket: 待操作资源所在空间 key: 待操作资源文件名 mime: 待操作文件目标mimeType """ resource = entry(bucke...	[ "def", "change_mime", "(", "self", ",", "bucket", ",", "key", ",", "mime", ")", ":", "resource", "=", "entry", "(", "bucket", ",", "key", ")", "encode_mime", "=", "urlsafe_base64_encode", "(", "mime", ")", "return", "self", ".", "__rs_do", "(", "'chgm'",...	31.571429	16.071429
def custom_auth(principal, credentials, realm, scheme, **parameters): """ Generate a basic auth token for a given user and password. :param principal: specifies who is being authenticated :param credentials: authenticates the principal :param realm: specifies the authentication provider :param sche...	[ "def", "custom_auth", "(", "principal", ",", "credentials", ",", "realm", ",", "scheme", ",", "", "", "parameters", ")", ":", "from", "neobolt", ".", "security", "import", "AuthToken", "return", "AuthToken", "(", "scheme", ",", "principal", ",", "credentia...	51.5	18.75
def ReadClientStartupInfo(self, client_id, cursor=None): """Reads the latest client startup record for a single client.""" query = ( "SELECT startup_info, UNIX_TIMESTAMP(timestamp) " "FROM clients, client_startup_history " "WHERE clients.last_startup_timestamp=client_startup_history.time...	[ "def", "ReadClientStartupInfo", "(", "self", ",", "client_id", ",", "cursor", "=", "None", ")", ":", "query", "=", "(", "\"SELECT startup_info, UNIX_TIMESTAMP(timestamp) \"", "\"FROM clients, client_startup_history \"", "\"WHERE clients.last_startup_timestamp=client_startup_history...	42.705882	20.058824
def get_docstring(filename, verbose=False): """ Search for assignment of the DOCUMENTATION variable in the given file. Parse that from YAML and return the YAML doc or None. """ doc = None try: # Thank you, Habbie, for this bit of code :-) M = ast.parse(''.join(open(filename))) ...	[ "def", "get_docstring", "(", "filename", ",", "verbose", "=", "False", ")", ":", "doc", "=", "None", "try", ":", "# Thank you, Habbie, for this bit of code :-)", "M", "=", "ast", ".", "parse", "(", "''", ".", "join", "(", "open", "(", "filename", ")", ")",...	31.7	17.5
def as_iterable(value, wrap_maps=True, wrap_sets=False, itertype=tuple): """Wraps a single non-iterable value with a tuple (or other iterable type, if ``itertype`` is provided.) >>> as_iterable("abc") ("abc",) >>> as_iterable(("abc",)) ("abc",) Equivalent to:: ...	[ "def", "as_iterable", "(", "value", ",", "wrap_maps", "=", "True", ",", "wrap_sets", "=", "False", ",", "itertype", "=", "tuple", ")", ":", "if", "is_iterable", "(", "value", ",", "not", "wrap_maps", ",", "not", "wrap_sets", ")", ":", "return", "value", ...	27.571429	19.190476
def _set_closed(self, future): """ Indicate that the instance is effectively closed. :param future: The close future. """ logger.debug("%s[%s] closed.", self.__class__.__name__, id(self)) self.on_closed.emit(self) self._closed_future.set_result(future.result())	[ "def", "_set_closed", "(", "self", ",", "future", ")", ":", "logger", ".", "debug", "(", "\"%s[%s] closed.\"", ",", "self", ".", "__class__", ".", "__name__", ",", "id", "(", "self", ")", ")", "self", ".", "on_closed", ".", "emit", "(", "self", ")", ...	34.444444	13.555556
def _add_to_schema(self, field_name, schema): """Set the ``attribute`` attr to the field in question so this always gets deserialzed into the field name without ``_id``. Args: field_name (str): The name of the field (the attribute name being set in the schema). ...	[ "def", "_add_to_schema", "(", "self", ",", "field_name", ",", "schema", ")", ":", "super", "(", "ForeignKeyField", ",", "self", ")", ".", "_add_to_schema", "(", "field_name", ",", "schema", ")", "if", "self", ".", "get_field_value", "(", "'convert_fks'", ","...	43.642857	21.071429
def run(self, incremental=None, run_id=None): """Queue the execution of a particular crawler.""" state = { 'crawler': self.name, 'run_id': run_id, 'incremental': settings.INCREMENTAL } if incremental is not None: state['incremental'] = incr...	[ "def", "run", "(", "self", ",", "incremental", "=", "None", ",", "run_id", "=", "None", ")", ":", "state", "=", "{", "'crawler'", ":", "self", ".", "name", ",", "'run_id'", ":", "run_id", ",", "'incremental'", ":", "settings", ".", "INCREMENTAL", "}", ...	32	12.533333
def default_vsan_policy_configured(name, policy): ''' Configures the default VSAN policy on a vCenter. The state assumes there is only one default VSAN policy on a vCenter. policy Dict representation of a policy ''' # TODO Refactor when recurse_differ supports list_differ # It's goi...	[ "def", "default_vsan_policy_configured", "(", "name", ",", "policy", ")", ":", "# TODO Refactor when recurse_differ supports list_differ", "# It's going to make the whole thing much easier", "policy_copy", "=", "copy", ".", "deepcopy", "(", "policy", ")", "proxy_type", "=", "...	45.471014	17.688406
def _open_ftp(self): # type: () -> FTP """Open an ftp object for the file.""" ftp = self.fs._open_ftp() ftp.voidcmd(str("TYPE I")) return ftp	[ "def", "_open_ftp", "(", "self", ")", ":", "# type: () -> FTP", "ftp", "=", "self", ".", "fs", ".", "_open_ftp", "(", ")", "ftp", ".", "voidcmd", "(", "str", "(", "\"TYPE I\"", ")", ")", "return", "ftp" ]	29.333333	11.666667
def construct_zernike_polynomials(x, y, zernike_indexes, mask=None, weight=None): """Return the zerike polynomials for all objects in an image x - the X distance of a point from the center of its object y - the Y distance of a point from the center of its object zernike_indexes - an Nx2 array of th...	[ "def", "construct_zernike_polynomials", "(", "x", ",", "y", ",", "zernike_indexes", ",", "mask", "=", "None", ",", "weight", "=", "None", ")", ":", "if", "x", ".", "shape", "!=", "y", ".", "shape", ":", "raise", "ValueError", "(", "\"X and Y must have the ...	37.892308	19.384615
def connect_post_namespaced_pod_exec(self, name, namespace, **kwargs): # noqa: E501 """connect_post_namespaced_pod_exec # noqa: E501 connect POST requests to exec of Pod # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please...	[ "def", "connect_post_namespaced_pod_exec", "(", "self", ",", "name", ",", "namespace", ",", "", "", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async_req'", ")", ":", "...	64.535714	36.892857
def find_first_number(ll): """ Returns nr of first entry parseable to float in ll, None otherwise""" for nr, entry in enumerate(ll): try: float(entry) except (ValueError, TypeError) as e: pass else: return nr return None	[ "def", "find_first_number", "(", "ll", ")", ":", "for", "nr", ",", "entry", "in", "enumerate", "(", "ll", ")", ":", "try", ":", "float", "(", "entry", ")", "except", "(", "ValueError", ",", "TypeError", ")", "as", "e", ":", "pass", "else", ":", "re...	28.3	16.2
async def create_stream_player(self, url, opts=ydl_opts): """Creates a streamer that plays from a URL""" self.current_download_elapsed = 0 self.streamer = await self.vclient.create_ytdl_player(url, ytdl_options=opts, after=self.vafter_ts) self.state = "ready" await self.setup_s...	[ "async", "def", "create_stream_player", "(", "self", ",", "url", ",", "opts", "=", "ydl_opts", ")", ":", "self", ".", "current_download_elapsed", "=", "0", "self", ".", "streamer", "=", "await", "self", ".", "vclient", ".", "create_ytdl_player", "(", "url", ...	43.1	26.1
def build_status(namespace, name, branch='master') -> pin: '''Returns the current status of the build''' return ci_data(namespace, name, branch).get('build_success', None)	[ "def", "build_status", "(", "namespace", ",", "name", ",", "branch", "=", "'master'", ")", "->", "pin", ":", "return", "ci_data", "(", "namespace", ",", "name", ",", "branch", ")", ".", "get", "(", "'build_success'", ",", "None", ")" ]	59	19
def step_interpolation(x, xp, fp, *kwargs): """Multi-dimensional step interpolation. Returns the multi-dimensional step interpolant to a function with given discrete data points (xp, fp), evaluated at x. Note that N and M indicate zero or more dimensions. Args: x: An array of shape [N], the x-coord...	[ "def", "step_interpolation", "(", "x", ",", "xp", ",", "fp", ",", "", "", "kwargs", ")", ":", "del", "kwargs", "# Unused.", "xp", "=", "np", ".", "expand_dims", "(", "xp", ",", "-", "1", ")", "lower", ",", "upper", "=", "xp", "[", ":", "-", "...	37.689655	20.965517
def antiscia(self): """ Returns antiscia object. """ obj = self.copy() obj.type = const.OBJ_GENERIC obj.relocate(360 - obj.lon + 180) return obj	[ "def", "antiscia", "(", "self", ")", ":", "obj", "=", "self", ".", "copy", "(", ")", "obj", ".", "type", "=", "const", ".", "OBJ_GENERIC", "obj", ".", "relocate", "(", "360", "-", "obj", ".", "lon", "+", "180", ")", "return", "obj" ]	29.833333	10.5
def _synthesize(self): """ Assigns all placeholder labels to actual values and implicitly declares the ``ro`` register for backwards compatibility. Changed in 1.9: Either all qubits must be defined or all undefined. If qubits are undefined, this method will not help you. You mus...	[ "def", "_synthesize", "(", "self", ")", ":", "self", ".", "_synthesized_instructions", "=", "instantiate_labels", "(", "self", ".", "_instructions", ")", "self", ".", "_synthesized_instructions", "=", "implicitly_declare_ro", "(", "self", ".", "_synthesized_instructio...	47.190476	29.285714
def check_arg_compatibility(args: argparse.Namespace): """ Check if some arguments are incompatible with each other. :param args: Arguments as returned by argparse. """ if args.lhuc is not None: # Actually this check is a bit too strict check_condition(args.encoder != C.CONVOLUTION...	[ "def", "check_arg_compatibility", "(", "args", ":", "argparse", ".", "Namespace", ")", ":", "if", "args", ".", "lhuc", "is", "not", "None", ":", "# Actually this check is a bit too strict", "check_condition", "(", "args", ".", "encoder", "!=", "C", ".", "CONVOLU...	48.588235	29.647059
def _handle_offset_response(self, response): """ Handle responses to both OffsetRequest and OffsetFetchRequest, since they are similar enough. :param response: A tuple of a single OffsetFetchResponse or OffsetResponse """ # Got a response, clear our outstandi...	[ "def", "_handle_offset_response", "(", "self", ",", "response", ")", ":", "# Got a response, clear our outstanding request deferred", "self", ".", "_request_d", "=", "None", "# Successful request, reset our retry delay, count, etc", "self", ".", "retry_delay", "=", "self", "....	39.172414	17.241379
def command_getkeys(self, command, args, encoding='utf-8'): """Extract keys given a full Redis command.""" return self.execute(b'COMMAND', b'GETKEYS', command, args, encoding=encoding)	[ "def", "command_getkeys", "(", "self", ",", "command", ",", "", "args", ",", "encoding", "=", "'utf-8'", ")", ":", "return", "self", ".", "execute", "(", "b'COMMAND'", ",", "b'GETKEYS'", ",", "command", ",", "", "args", ",", "encoding", "=", "encoding"...	56.75	13.25
def get_object(self, cat, **kwargs): """ This method is used for retrieving objects from facebook. "cat", the category, must be passed. When cat is "single", pass the "id "and desired "fields" of the single object. If the cat is "multiple", only pass the...	[ "def", "get_object", "(", "self", ",", "cat", ",", "", "", "kwargs", ")", ":", "if", "'id'", "not", "in", "kwargs", ".", "keys", "(", ")", ":", "kwargs", "[", "'id'", "]", "=", "''", "res", "=", "request", ".", "get_object_cat1", "(", "self", "...	56	23.8
def evaluate(self, test_file, save_dir=None, logger=None, num_buckets_test=10, test_batch_size=5000): """Run evaluation on test set Parameters ---------- test_file : str path to test set save_dir : str where to store intermediate results and log l...	[ "def", "evaluate", "(", "self", ",", "test_file", ",", "save_dir", "=", "None", ",", "logger", "=", "None", ",", "num_buckets_test", "=", "10", ",", "test_batch_size", "=", "5000", ")", ":", "parser", "=", "self", ".", "_parser", "vocab", "=", "self", ...	35.064516	21.903226
def _add_edge(self, idx, from_idx, from_lvec, to_idx, to_lvec): """ Add information about an edge linking two critical points. This actually describes two edges: from_idx ------ idx ------ to_idx However, in practice, from_idx and to_idx will typically be atom nuclei, ...	[ "def", "_add_edge", "(", "self", ",", "idx", ",", "from_idx", ",", "from_lvec", ",", "to_idx", ",", "to_lvec", ")", ":", "self", ".", "edges", "[", "idx", "]", "=", "{", "'from_idx'", ":", "from_idx", ",", "'from_lvec'", ":", "from_lvec", ",", "'to_idx...	40.4	20.88
def to_pil_image(pic, mode=None): """Convert a tensor or an ndarray to PIL Image. See :class:`~torchvision.transforms.ToPILImage` for more details. Args: pic (Tensor or numpy.ndarray): Image to be converted to PIL Image. mode (`PIL.Image mode`_): color space and pixel depth of input data (...	[ "def", "to_pil_image", "(", "pic", ",", "mode", "=", "None", ")", ":", "if", "not", "(", "isinstance", "(", "pic", ",", "torch", ".", "Tensor", ")", "or", "isinstance", "(", "pic", ",", "np", ".", "ndarray", ")", ")", ":", "raise", "TypeError", "("...	39.164706	23.611765
def ratio(self, ratio): """ The split ratio of the corporate action - i.e. the ratio of new shares to old shares :param ratio: A tuple representing (original_count, new_count). For example (1, 2) is a doubling stock split. (3, 1) is a 3:1 reverse stock split. :return: ""...	[ "def", "ratio", "(", "self", ",", "ratio", ")", ":", "if", "isinstance", "(", "ratio", ",", "tuple", ")", ":", "self", ".", "_ratio", "=", "ratio", "else", ":", "raise", "TypeError", "(", "'Invalid ratio type: %s'", "%", "type", "(", "ratio", ")", ")" ...	42	22
def create_stack(Name=None, Region=None, VpcId=None, Attributes=None, ServiceRoleArn=None, DefaultInstanceProfileArn=None, DefaultOs=None, HostnameTheme=None, DefaultAvailabilityZone=None, DefaultSubnetId=None, CustomJson=None, ConfigurationManager=None, ChefConfiguration=None, UseCustomCookbooks=None, UseOpsworksSecur...	[ "def", "create_stack", "(", "Name", "=", "None", ",", "Region", "=", "None", ",", "VpcId", "=", "None", ",", "Attributes", "=", "None", ",", "ServiceRoleArn", "=", "None", ",", "DefaultInstanceProfileArn", "=", "None", ",", "DefaultOs", "=", "None", ",", ...	71.147541	56.961749
def load_config(self, config=None): ''' loads a config file Parameters: config (str): Optional name of manual config file to load ''' # Read the config file cfgname = (config or self.config_name) cfgname = 'sdsswork' if cfgname is None else c...	[ "def", "load_config", "(", "self", ",", "config", "=", "None", ")", ":", "# Read the config file", "cfgname", "=", "(", "config", "or", "self", ".", "config_name", ")", "cfgname", "=", "'sdsswork'", "if", "cfgname", "is", "None", "else", "cfgname", "assert",...	39.967742	24.032258
def nsmap(self): """ Returns the current namespace mapping as a dictionary there are several problems with the map and we try to guess a few things here: 1) a URI can be mapped by many prefixes, so it is to decide which one to take 2) a prefix might map to an empty stri...	[ "def", "nsmap", "(", "self", ")", ":", "NSMAP", "=", "dict", "(", ")", "# solve 3) by using a set", "for", "k", ",", "v", "in", "set", "(", "self", ".", "namespaces", ")", ":", "s_prefix", "=", "self", ".", "sb", "[", "k", "]", "s_uri", "=", "self"...	33.416667	18.75
def on_menu_clear_interpretation(self, event): ''' clear all current interpretations. ''' # delete all previous interpretation for sp in list(self.Data.keys()): del self.Data[sp]['pars'] self.Data[sp]['pars'] = {} self.Data[sp]['pars']['lab_d...	[ "def", "on_menu_clear_interpretation", "(", "self", ",", "event", ")", ":", "# delete all previous interpretation", "for", "sp", "in", "list", "(", "self", ".", "Data", ".", "keys", "(", ")", ")", ":", "del", "self", ".", "Data", "[", "sp", "]", "[", "'...	39.444444	17.111111
def compare(self, statement_a, statement_b): """ Compare the two input statements. :return: The percent of similarity between the closest synset distance. :rtype: float """ document_a = self.nlp(statement_a.text) document_b = self.nlp(statement_b.text) r...	[ "def", "compare", "(", "self", ",", "statement_a", ",", "statement_b", ")", ":", "document_a", "=", "self", ".", "nlp", "(", "statement_a", ".", "text", ")", "document_b", "=", "self", ".", "nlp", "(", "statement_b", ".", "text", ")", "return", "document...	31.727273	15
def _get_attributes(schema, location): """Return the schema's children, filtered by location.""" schema = DottedNameResolver(__name__).maybe_resolve(schema) def _filter(attr): if not hasattr(attr, "location"): valid_location = 'body' in location else: ...	[ "def", "_get_attributes", "(", "schema", ",", "location", ")", ":", "schema", "=", "DottedNameResolver", "(", "__name__", ")", ".", "maybe_resolve", "(", "schema", ")", "def", "_filter", "(", "attr", ")", ":", "if", "not", "hasattr", "(", "attr", ",", "\...	38.666667	17.583333
def create_transaction(self, outputs, fee=None, leftover=None, combine=True, message=None, unspents=None, custom_pushdata=False): # pragma: no cover """Creates a signed P2PKH transaction. :param outputs: A sequence of outputs you wish to send in the form ...	[ "def", "create_transaction", "(", "self", ",", "outputs", ",", "fee", "=", "None", ",", "leftover", "=", "None", ",", "combine", "=", "True", ",", "message", "=", "None", ",", "unspents", "=", "None", ",", "custom_pushdata", "=", "False", ")", ":", "# ...	52.586957	25.304348
def gene_tree( self, scale_to=None, population_size=1, trim_names=True, ): """ Using the current tree object as a species tree, generate a gene tree using the constrained Kingman coalescent process from dendropy. The species tree should probabl...	[ "def", "gene_tree", "(", "self", ",", "scale_to", "=", "None", ",", "population_size", "=", "1", ",", "trim_names", "=", "True", ",", ")", ":", "tree", "=", "self", ".", "template", "or", "self", ".", "yule", "(", ")", "for", "leaf", "in", "tree", ...	41.317073	25.658537
def expand(matrix, power): """ Apply cluster expansion to the given matrix by raising the matrix to the given power. :param matrix: The matrix to be expanded :param power: Cluster expansion parameter :returns: The expanded matrix """ if isspmatrix(matrix): return matrix ** p...	[ "def", "expand", "(", "matrix", ",", "power", ")", ":", "if", "isspmatrix", "(", "matrix", ")", ":", "return", "matrix", "**", "power", "return", "np", ".", "linalg", ".", "matrix_power", "(", "matrix", ",", "power", ")" ]	27.846154	12.461538
def forwards(self, orm): "Write your forwards methods here." # Project labels names = list(orm['samples.Project'].objects.values_list('label', flat=True)) orm['samples.Cohort'].objects.filter(name__in=names).update(published=True) # World cohort orm['samples.Cohort'].obj...	[ "def", "forwards", "(", "self", ",", "orm", ")", ":", "# Project labels", "names", "=", "list", "(", "orm", "[", "'samples.Project'", "]", ".", "objects", ".", "values_list", "(", "'label'", ",", "flat", "=", "True", ")", ")", "orm", "[", "'samples.Cohor...	46.625	29.125
def version_option(f): """ Largely a custom clone of click.version_option -- almost identical, but prints our special output. """ def callback(ctx, param, value): # copied from click.decorators.version_option # no idea what resilient_parsing means, but... if not value or ctx...	[ "def", "version_option", "(", "f", ")", ":", "def", "callback", "(", "ctx", ",", "param", ",", "value", ")", ":", "# copied from click.decorators.version_option", "# no idea what resilient_parsing means, but...", "if", "not", "value", "or", "ctx", ".", "resilient_pars...	24.478261	18.565217
def _on_wid_changed(self, wid): """Called when the widget is changed""" if self._itsme: return self.update_model(self._get_idx_from_widget(wid)) return	[ "def", "_on_wid_changed", "(", "self", ",", "wid", ")", ":", "if", "self", ".", "_itsme", ":", "return", "self", ".", "update_model", "(", "self", ".", "_get_idx_from_widget", "(", "wid", ")", ")", "return" ]	35.8	12.4
def read_code(self, name): """Reads code from a python file called 'name'""" file_path = self.gen_file_path(name) with open(file_path) as f: code = f.read() return code	[ "def", "read_code", "(", "self", ",", "name", ")", ":", "file_path", "=", "self", ".", "gen_file_path", "(", "name", ")", "with", "open", "(", "file_path", ")", "as", "f", ":", "code", "=", "f", ".", "read", "(", ")", "return", "code" ]	29.571429	14
def delete_row(self, index): """ Deletes a Row by it's index :param int index: the index of the row. zero indexed :return bool: Success or Failure """ url = self.build_url(self._endpoints.get('delete_row').format(id=index)) return bool(self.session.post(url))	[ "def", "delete_row", "(", "self", ",", "index", ")", ":", "url", "=", "self", ".", "build_url", "(", "self", ".", "_endpoints", ".", "get", "(", "'delete_row'", ")", ".", "format", "(", "id", "=", "index", ")", ")", "return", "bool", "(", "self", "...	38.5	10
def getAssociation(self, server_url, handle=None): """Retrieve an association. If no handle is specified, return the association with the latest expiration. (str, str or NoneType) -> Association or NoneType """ if handle is None: handle = '' # The filename w...	[ "def", "getAssociation", "(", "self", ",", "server_url", ",", "handle", "=", "None", ")", ":", "if", "handle", "is", "None", ":", "handle", "=", "''", "# The filename with the empty handle is a prefix of all other", "# associations for the given server URL.", "filename", ...	38.512195	17.195122
def format_name(format, name, target_type, prop_set): """ Given a target, as given to a custom tag rule, returns a string formatted according to the passed format. Format is a list of properties that is represented in the result. For each element of format the corresponding target informatio...	[ "def", "format_name", "(", "format", ",", "name", ",", "target_type", ",", "prop_set", ")", ":", "if", "__debug__", ":", "from", ".", ".", "build", ".", "property_set", "import", "PropertySet", "assert", "is_iterable_typed", "(", "format", ",", "basestring", ...	43.67033	18.373626
def _cost_func(x, kernel_options, tuning_options, runner, results, cache): """ Cost function used by minimize """ error_time = 1e20 logging.debug('_cost_func called') logging.debug('x: ' + str(x)) x_key = ",".join([str(i) for i in x]) if x_key in cache: return cache[x_key] #snap v...	[ "def", "_cost_func", "(", "x", ",", "kernel_options", ",", "tuning_options", ",", "runner", ",", "results", ",", "cache", ")", ":", "error_time", "=", "1e20", "logging", ".", "debug", "(", "'_cost_func called'", ")", "logging", ".", "debug", "(", "'x: '", ...	32.704545	21.75
def redraw(self, col=0): """redraw image, applying the following: rotation, flips, log scale max/min values from sliders or explicit intensity ranges color map interpolation """ conf = self.conf # note: rotation re-calls display(), to reset the image ...	[ "def", "redraw", "(", "self", ",", "col", "=", "0", ")", ":", "conf", "=", "self", ".", "conf", "# note: rotation re-calls display(), to reset the image", "# other transformations will just do .set_data() on image", "if", "conf", ".", "rot", ":", "if", "self", ".", ...	38.479167	14.760417

def _get_valid_fill_mask(arr, dim, limit): '''helper function to determine values that can be filled when limit is not None''' kw = {dim: limit + 1} # we explicitly use construct method to avoid copy. new_dim = utils.get_temp_dimname(arr.dims, '_window') return (arr.isnull().rolling(min_periods=...

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46.666667

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def process_exception_message(exception): """ Process an exception message. Args: exception: The exception to process. Returns: A filtered string summarizing the exception. """ exception_message = str(exception) for replace_char in ['\t',...

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35.071429

18.357143

def showroom_get_roomid_by_room_url_key(room_url_key): """str->str""" fake_headers_mobile = { 'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8', 'Accept-Charset': 'UTF-8,*;q=0.5', 'Accept-Encoding': 'gzip,deflate,sdch', 'Accept-Language': 'en-US,en;q=0.8...

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49.785714

24.785714

def by_col(cls, df, e, b, t=None, geom_col='geometry', inplace=False, **kwargs): """ Compute smoothing by columns in a dataframe. The bounding box and point information is computed from the geometry column. Parameters ----------- df : pandas.DataFrame ...

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41.102564

20.769231

def setup(__pkg: str) -> jinja2.Environment: """Configure a new Jinja environment with our filters. Args: __pkg: Package name to use as base for templates searches Returns: Configured Jinja environment """ dirs = [path.join(d, 'templates') for d in xdg_basedir.get_data_d...

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33.722222

20.333333

def open_with_encoding(filename, encoding, mode='r'): """Return opened file with a specific encoding.""" return io.open(filename, mode=mode, encoding=encoding, newline='')

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48.75

10.25

def clone_model(model_instance): """ Returns a copy of the given model with all objects cloned. This is equivalent to saving the model to a file and reload it, but it doesn't require writing or reading to/from disk. The original model is not touched. :param model: model to be cloned :return: a clon...

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33.071429

23.928571

def VerifyStructure(self, parser_mediator, lines): """Verifies whether content corresponds to an SCCM log file. Args: parser_mediator (ParserMediator): mediates interactions between parsers and other components, such as storage and dfvfs. lines (str): one or more lines from the text file....

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39.210526

20.210526

def _get_verdict(result): """Gets verdict of the testcase.""" verdict = result.get("verdict") if not verdict: return None verdict = verdict.strip().lower() if verdict not in Verdicts.PASS + Verdicts.FAIL + Verdicts.SKIP + Verdicts.WAIT: return None ...

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36.333333

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def draw_circle(self, center, radius, array, value, mode="set"): """ Draws a circle of specified radius on the input array and fills it with specified value :param center: a tuple for the center of the circle :type center: tuple (x,y) :param radius: how many pixels in radius the ...

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45.230769

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def parse_stdout(self, filelike): """Parse the content written by the script to standard out into a `CifData` object. :param filelike: filelike object of stdout :returns: an exit code in case of an error, None otherwise """ from CifFile import StarError if not filelike....

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34.238095

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def compute_pool(instance1, attribute1, relation1, instance2, attribute2, relation2, prefix1, prefix2, doinstance=True, doattribute=True, dorelation=True): """ compute all possible node mapping candidates and their weights (the triple matching number gain resulting from map...

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58.731481

26.157407

def add_javascripts(self, *js_files): """add javascripts files in HTML body""" # create the script tag if don't exists if self.main_soup.script is None: script_tag = self.main_soup.new_tag('script') self.main_soup.body.append(script_tag) for js_file in js_files: ...

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42

12.444444

def get_task_subtask_positions_objs(client, task_id): ''' Gets a list of the positions of a single task's subtasks Each task should (will?) only have one positions object defining how its subtasks are laid out ''' params = { 'task_id' : int(task_id) } response = client.a...

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37.454545

29.636364

def apply_mtlist_budget_obs(list_filename,gw_filename="mtlist_gw.dat", sw_filename="mtlist_sw.dat", start_datetime="1-1-1970"): """ process an MT3D list file to extract mass budget entries. Parameters ---------- list_filename : str the mt3...

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35.142857

21.55102

def maskedNanPercentile(maskedArray, percentiles, *args, **kwargs): """ Calculates np.nanpercentile on the non-masked values """ #https://docs.scipy.org/doc/numpy/reference/maskedarray.generic.html#accessing-the-data awm = ArrayWithMask.createFromMaskedArray(maskedArray) maskIdx = awm.maskIndex() ...

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36.45

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def incoming_messages(self) -> t.List[t.Tuple[float, bytes]]: """Consume the receive buffer and return the messages. If there are new messages added to the queue while this funciton is being processed, they will not be returned. This ensures that this terminates in a timely manner. ...

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40.2

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def name(name, validator=None): """ Set a name on a validator callable. Useful for user-friendly reporting when using lambdas to populate the [`Invalid.expected`](#invalid) field: ```python from good import Schema, name Schema(lambda x: int(x))('a') #-> Invalid: invalid literal for int(): exp...

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27.44186

23.767442

def get_subject(self, identifier): """ Build a Subject XML block for a SAML 1.1 AuthenticationStatement or AttributeStatement. """ subject = etree.Element('Subject') name = etree.SubElement(subject, 'NameIdentifier') name.text = identifier subject_confirma...

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42.666667

13.166667

def reissueOverLongJobs(self): """ Check each issued job - if it is running for longer than desirable issue a kill instruction. Wait for the job to die then we pass the job to processFinishedJob. """ maxJobDuration = self.config.maxJobDuration jobsToKill = [] ...

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56.473684

23.421053

def sql_string_literal(text: str) -> str: """ Transforms text into its ANSI SQL-quoted version, e.g. (in Python ``repr()`` format): .. code-block:: none "some string" -> "'some string'" "Jack's dog" -> "'Jack''s dog'" """ # ANSI SQL: http://www.contrib.andrew.cmu.edu/~shad...

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32.615385

18

def euclidean_random_projection_split(data, indices, rng_state): """Given a set of ``indices`` for data points from ``data``, create a random hyperplane to split the data, returning two arrays indices that fall on either side of the hyperplane. This is the basis for a random projection tree, which simpl...

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34.380435

21.228261

def _add_onchain_locksroot_to_channel_settled_state_changes( raiden: RaidenService, storage: SQLiteStorage, ) -> None: """ Adds `our_onchain_locksroot` and `partner_onchain_locksroot` to ContractReceiveChannelSettled. """ batch_size = 50 batch_query = storage.batch_query_state_changes( ...

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43.530303

24.515152

def pre_factor_kkt(Q, G, A): """ Perform all one-time factorizations and cache relevant matrix products""" nineq, nz, neq, _ = get_sizes(G, A) # S = [ A Q^{-1} A^T A Q^{-1} G^T ] # [ G Q^{-1} A^T G Q^{-1} G^T + D^{-1} ] U_Q = torch.potrf(Q) # partial cholesky of S m...

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34.342857

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def indicators_from_tag(self, indicator, tag_name, filters=None, params=None): """ Args: indicator: tag_name: filters: params: Return: """ params = params or {} for t in sel...

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26.4

21.466667

def create_issue(self, title, content, priority=None, milestone=None, tags=None, assignee=None, private=None): """ Create a new issue. :param title: the title of the issue :param content: the description of the issue :param priority: the ...

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36.939394

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def delete_ec2_role(self, role, mount_point='aws-ec2'): """DELETE /auth/<mount_point>/role/<role> :param role: :type role: :param mount_point: :type mount_point: :return: :rtype: """ return self._adapter.delete('/v1/auth/{0}/role/{1}'.format(mount...

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29.454545

19.818182

def _parse(coord, _match=_regex.match): """Return match groups from single sheet coordinate. >>> Coordinates._parse('A1') ('A', '1', None, None) >>> Coordinates._parse('A'), Coordinates._parse('1') ((None, None, 'A', None), (None, None, None, '1')) >>> Coordinates._par...

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29.5

14.555556

def loadSignalFromWav(inputSignalFile, calibrationRealWorldValue=None, calibrationSignalFile=None, start=None, end=None) -> Signal: """ reads a wav file into a Signal and scales the input so that the sample are expressed in real world values (as defined by the calibration signal). :par...

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60.058824

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def all_label_values(self, label_list_ids=None): """ Return a set of all label-values occurring in this corpus. Args: label_list_ids (list): If not None, only labels from label-lists with an id contained in this list are considered. Return...

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33.411765

26

def check(self, **kwargs): """ In addition to parent class' checks, also ensure that MULTITENANT_STATICFILES_DIRS is a tuple or a list. """ errors = super().check(**kwargs) multitenant_staticfiles_dirs = settings.MULTITENANT_STATICFILES_DIRS if not isinstance(mul...

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35.588235

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def parameters_dict(self): """ Get the tool parameters as a simple dictionary :return: The tool parameters """ d = {} for k, v in self.__dict__.items(): if not k.startswith("_"): d[k] = v return d

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24.636364

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def random_reseed(self, seed): """ Provide YubiHSM DRBG_CTR with a new seed. @param seed: new seed -- must be exactly 32 bytes @type seed: string @returns: True on success @rtype: bool @see: L{pyhsm.basic_cmd.YHSM_Cmd_Random_Reseed} """ return p...

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28.692308

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def getSampleTypes(self, active_only=True): """Return all sampletypes """ catalog = api.get_tool("bika_setup_catalog") query = { "portal_type": "SampleType", # N.B. The `sortable_title` index sorts case sensitive. Since there # is no sort key for ...

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39.888889

13.666667

def properties_changed(self, sender, changed_properties, invalidated_properties): """ Called when a device property has changed or got invalidated. """ if 'Connected' in changed_properties: if changed_properties['Connected']: self.connect_succeeded() ...

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41.461538

17

def create_quote(self, blogname, **kwargs): """ Create a quote post on a blog :param blogname: a string, the url of the blog you want to post to. :param state: a string, The state of the post. :param tags: a list of tags that you want applied to the post :param tweet: a ...

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47.444444

19.888889

def three_d_effect(img, **kwargs): """Create 3D effect using convolution""" w = kwargs.get('weight', 1) LOG.debug("Applying 3D effect with weight %.2f", w) kernel = np.array([[-w, 0, w], [-w, 1, w], [-w, 0, w]]) mode = kwargs.get('convolve_mode', 'same')...

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38.529412

20.882353

def _tool_to_dict(tool): """Parse a tool definition into a cwl2wdl style dictionary. """ out = {"name": _id_to_name(tool.tool["id"]), "baseCommand": " ".join(tool.tool["baseCommand"]), "arguments": [], "inputs": [_input_to_dict(i) for i in tool.tool["inputs"]], "o...

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46.272727

17.181818

def deprecated(func): """ This is a decorator which can be used to mark functions as deprecated. It will result in a warning being emitted when the function is used. :param func: The function to run :return: function """ def deprecation_warning(*args, **kwargs): warnings.warn('Call ...

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44.411765

20.764706

def delete(self, client=None): """API call: delete a metric via a DELETE request See https://cloud.google.com/logging/docs/reference/v2/rest/v2/projects.metrics/delete :type client: :class:`~google.cloud.logging.client.Client` or ``NoneType`` :param clien...

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42.384615

22.461538

def on_balance_volume(close_data, volume): """ On Balance Volume. Formula: start = 1 if CLOSEt > CLOSEt-1 obv = obvt-1 + volumet elif CLOSEt < CLOSEt-1 obv = obvt-1 - volumet elif CLOSEt == CLOSTt-1 obv = obvt-1 """ catch_errors.check_for_input_len_diff(close...

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28.625

13.875

def make_next_param(login_url, current_url): ''' Reduces the scheme and host from a given URL so it can be passed to the given `login` URL more efficiently. :param login_url: The login URL being redirected to. :type login_url: str :param current_url: The URL to reduce. :type current_url: st...

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33.294118

18.941176

def to_native(self, value, context=None): """ Schematics deserializer override We return a phoenumbers.PhoneNumber object so any kind of formatting can be trivially performed. Additionally, some convenient properties have been added: e164: string formatted '+11234567890' ...

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34.354839

21.032258

def exponential_sleep_generator(initial, maximum, multiplier=_DEFAULT_DELAY_MULTIPLIER): """Generates sleep intervals based on the exponential back-off algorithm. This implements the `Truncated Exponential Back-off`_ algorithm. .. _Truncated Exponential Back-off: https://cloud.google.com/storage/d...

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38.130435

22.565217

def patch_ligotimegps(module="ligo.lw.lsctables"): """Context manager to on-the-fly patch LIGOTimeGPS to accept all int types """ module = import_module(module) orig = module.LIGOTimeGPS module.LIGOTimeGPS = _ligotimegps try: yield finally: module.LIGOTimeGPS = orig

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30.1

12.4

def ipv4(self, network=False, address_class=None, private=None): """ Produce a random IPv4 address or network with a valid CIDR. :param network: Network address :param address_class: IPv4 address class (a, b, or c) :param private: Public or private :returns: IPv4 ...

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38.441176

19.911765

def calculate_acf(data, delta_t=1.0, unbiased=False): r"""Calculates the one-sided autocorrelation function. Calculates the autocorrelation function (ACF) and returns the one-sided ACF. The ACF is defined as the autocovariance divided by the variance. The ACF can be estimated using .. math:: ...

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31.6

24.653333

def process_tree(top, name='top'): """Creates a string representation of the process tree for process top. This method uses the :func:`walk_processes` method to create the process tree. :param top: top process for which process tree string should be created :typ...

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40.236842

25.078947

def load(self, items): """ Populate this section from an iteration of the parse_items call """ for k, vals in items: self[k] = "".join(vals)

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25.571429

15

def int2str(num, radix=10, alphabet=BASE85): """helper function for quick base conversions from integers to strings""" return NumConv(radix, alphabet).int2str(num)

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56.333333

4

def no_llvm(*args, uid=0, gid=0, **kwargs): """ Return a customizable uchroot command. The command will be executed inside a uchroot environment. Args: args: List of additional arguments for uchroot (typical: mounts) Return: chroot_cmd """ uchroot_cmd = no_args() uchroo...

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27.357143

18.785714

def dot_alignment(sequences, seq_field=None, name_field=None, root=None, root_name=None, cluster_threshold=0.75, as_fasta=False, just_alignment=False): ''' Creates a dot alignment (dots indicate identity, mismatches are represented by the mismatched residue) for a list of sequences. Args: ...

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43.530303

27.742424

def write_docstring_for_shortcut(self): """Write docstring to editor by shortcut of code editor.""" # cursor placed below function definition result = self.get_function_definition_from_below_last_line() if result is not None: __, number_of_lines_of_function = result ...

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43.6875

17.6875

def indicator(self): """Produce the spinner.""" while self.run: try: size = self.work_q.qsize() except Exception: note = 'Please wait ' else: note = 'Number of Jobs in Queue = %s ' % size if self.msg: ...

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30.263158

17.421053

def get_task( self, taskName): """*recursively scan this taskpaper object to find a descendant task by name* **Key Arguments:** - ``taskName`` -- the name, or title, of the task you want to return **Return:** - ``task`` -- the taskpaper task obje...

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25.87234

21.659574

def dispatch(self, key): """ Get a seq of Commandchain objects that match key """ if key in self.strs: yield self.strs[key] for r, obj in self.regexs.items(): if re.match(r, key): yield obj else: #print "nomatch",key # dbg ...

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29.727273

13.363636

def change_mime(self, bucket, key, mime): """修改文件mimeType: 主动修改指定资源的文件类型，具体规格参考： http://developer.qiniu.com/docs/v6/api/reference/rs/chgm.html Args: bucket: 待操作资源所在空间 key: 待操作资源文件名 mime: 待操作文件目标mimeType """ resource = entry(bucke...

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31.571429

16.071429

def custom_auth(principal, credentials, realm, scheme, **parameters): """ Generate a basic auth token for a given user and password. :param principal: specifies who is being authenticated :param credentials: authenticates the principal :param realm: specifies the authentication provider :param sche...

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51.5

18.75

def ReadClientStartupInfo(self, client_id, cursor=None): """Reads the latest client startup record for a single client.""" query = ( "SELECT startup_info, UNIX_TIMESTAMP(timestamp) " "FROM clients, client_startup_history " "WHERE clients.last_startup_timestamp=client_startup_history.time...

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42.705882

20.058824

def get_docstring(filename, verbose=False): """ Search for assignment of the DOCUMENTATION variable in the given file. Parse that from YAML and return the YAML doc or None. """ doc = None try: # Thank you, Habbie, for this bit of code :-) M = ast.parse(''.join(open(filename))) ...

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31.7

17.5

def as_iterable(value, wrap_maps=True, wrap_sets=False, itertype=tuple): """Wraps a single non-iterable value with a tuple (or other iterable type, if ``itertype`` is provided.) >>> as_iterable("abc") ("abc",) >>> as_iterable(("abc",)) ("abc",) Equivalent to:: ...

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27.571429

19.190476

def _set_closed(self, future): """ Indicate that the instance is effectively closed. :param future: The close future. """ logger.debug("%s[%s] closed.", self.__class__.__name__, id(self)) self.on_closed.emit(self) self._closed_future.set_result(future.result())

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34.444444

13.555556

def _add_to_schema(self, field_name, schema): """Set the ``attribute`` attr to the field in question so this always gets deserialzed into the field name without ``_id``. Args: field_name (str): The name of the field (the attribute name being set in the schema). ...

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43.642857

21.071429

def run(self, incremental=None, run_id=None): """Queue the execution of a particular crawler.""" state = { 'crawler': self.name, 'run_id': run_id, 'incremental': settings.INCREMENTAL } if incremental is not None: state['incremental'] = incr...

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32

12.533333

def default_vsan_policy_configured(name, policy): ''' Configures the default VSAN policy on a vCenter. The state assumes there is only one default VSAN policy on a vCenter. policy Dict representation of a policy ''' # TODO Refactor when recurse_differ supports list_differ # It's goi...

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45.471014

17.688406

def _open_ftp(self): # type: () -> FTP """Open an ftp object for the file.""" ftp = self.fs._open_ftp() ftp.voidcmd(str("TYPE I")) return ftp

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29.333333

11.666667

def construct_zernike_polynomials(x, y, zernike_indexes, mask=None, weight=None): """Return the zerike polynomials for all objects in an image x - the X distance of a point from the center of its object y - the Y distance of a point from the center of its object zernike_indexes - an Nx2 array of th...

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37.892308

19.384615

def connect_post_namespaced_pod_exec(self, name, namespace, **kwargs): # noqa: E501 """connect_post_namespaced_pod_exec # noqa: E501 connect POST requests to exec of Pod # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please...

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64.535714

36.892857

def find_first_number(ll): """ Returns nr of first entry parseable to float in ll, None otherwise""" for nr, entry in enumerate(ll): try: float(entry) except (ValueError, TypeError) as e: pass else: return nr return None

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28.3

16.2

async def create_stream_player(self, url, opts=ydl_opts): """Creates a streamer that plays from a URL""" self.current_download_elapsed = 0 self.streamer = await self.vclient.create_ytdl_player(url, ytdl_options=opts, after=self.vafter_ts) self.state = "ready" await self.setup_s...

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43.1

26.1

def build_status(namespace, name, branch='master') -> pin: '''Returns the current status of the build''' return ci_data(namespace, name, branch).get('build_success', None)

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59

19

def step_interpolation(x, xp, fp, **kwargs): """Multi-dimensional step interpolation. Returns the multi-dimensional step interpolant to a function with given discrete data points (xp, fp), evaluated at x. Note that *N and *M indicate zero or more dimensions. Args: x: An array of shape [*N], the x-coord...

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def antiscia(self): """ Returns antiscia object. """ obj = self.copy() obj.type = const.OBJ_GENERIC obj.relocate(360 - obj.lon + 180) return obj

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29.833333

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def _synthesize(self): """ Assigns all placeholder labels to actual values and implicitly declares the ``ro`` register for backwards compatibility. Changed in 1.9: Either all qubits must be defined or all undefined. If qubits are undefined, this method will not help you. You mus...

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def check_arg_compatibility(args: argparse.Namespace): """ Check if some arguments are incompatible with each other. :param args: Arguments as returned by argparse. """ if args.lhuc is not None: # Actually this check is a bit too strict check_condition(args.encoder != C.CONVOLUTION...

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48.588235

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def _handle_offset_response(self, response): """ Handle responses to both OffsetRequest and OffsetFetchRequest, since they are similar enough. :param response: A tuple of a single OffsetFetchResponse or OffsetResponse """ # Got a response, clear our outstandi...

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def command_getkeys(self, command, *args, encoding='utf-8'): """Extract keys given a full Redis command.""" return self.execute(b'COMMAND', b'GETKEYS', command, *args, encoding=encoding)

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def get_object(self, cat, **kwargs): """ This method is used for retrieving objects from facebook. "cat", the category, must be passed. When cat is "single", pass the "id "and desired "fields" of the single object. If the cat is "multiple", only pass the...

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56

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def evaluate(self, test_file, save_dir=None, logger=None, num_buckets_test=10, test_batch_size=5000): """Run evaluation on test set Parameters ---------- test_file : str path to test set save_dir : str where to store intermediate results and log l...

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def _add_edge(self, idx, from_idx, from_lvec, to_idx, to_lvec): """ Add information about an edge linking two critical points. This actually describes two edges: from_idx ------ idx ------ to_idx However, in practice, from_idx and to_idx will typically be atom nuclei, ...

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40.4

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def to_pil_image(pic, mode=None): """Convert a tensor or an ndarray to PIL Image. See :class:`~torchvision.transforms.ToPILImage` for more details. Args: pic (Tensor or numpy.ndarray): Image to be converted to PIL Image. mode (`PIL.Image mode`_): color space and pixel depth of input data (...

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39.164706

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def ratio(self, ratio): """ The split ratio of the corporate action - i.e. the ratio of new shares to old shares :param ratio: A tuple representing (original_count, new_count). For example (1, 2) is a doubling stock split. (3, 1) is a 3:1 reverse stock split. :return: ""...

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42

22

def create_stack(Name=None, Region=None, VpcId=None, Attributes=None, ServiceRoleArn=None, DefaultInstanceProfileArn=None, DefaultOs=None, HostnameTheme=None, DefaultAvailabilityZone=None, DefaultSubnetId=None, CustomJson=None, ConfigurationManager=None, ChefConfiguration=None, UseCustomCookbooks=None, UseOpsworksSecur...

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71.147541

56.961749

def load_config(self, config=None): ''' loads a config file Parameters: config (str): Optional name of manual config file to load ''' # Read the config file cfgname = (config or self.config_name) cfgname = 'sdsswork' if cfgname is None else c...

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39.967742

24.032258

def nsmap(self): """ Returns the current namespace mapping as a dictionary there are several problems with the map and we try to guess a few things here: 1) a URI can be mapped by many prefixes, so it is to decide which one to take 2) a prefix might map to an empty stri...

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33.416667

18.75

def on_menu_clear_interpretation(self, event): ''' clear all current interpretations. ''' # delete all previous interpretation for sp in list(self.Data.keys()): del self.Data[sp]['pars'] self.Data[sp]['pars'] = {} self.Data[sp]['pars']['lab_d...

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39.444444

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def compare(self, statement_a, statement_b): """ Compare the two input statements. :return: The percent of similarity between the closest synset distance. :rtype: float """ document_a = self.nlp(statement_a.text) document_b = self.nlp(statement_b.text) r...

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31.727273

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def _get_attributes(schema, location): """Return the schema's children, filtered by location.""" schema = DottedNameResolver(__name__).maybe_resolve(schema) def _filter(attr): if not hasattr(attr, "location"): valid_location = 'body' in location else: ...

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38.666667

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def create_transaction(self, outputs, fee=None, leftover=None, combine=True, message=None, unspents=None, custom_pushdata=False): # pragma: no cover """Creates a signed P2PKH transaction. :param outputs: A sequence of outputs you wish to send in the form ...

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52.586957

25.304348

def gene_tree( self, scale_to=None, population_size=1, trim_names=True, ): """ Using the current tree object as a species tree, generate a gene tree using the constrained Kingman coalescent process from dendropy. The species tree should probabl...

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41.317073

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def expand(matrix, power): """ Apply cluster expansion to the given matrix by raising the matrix to the given power. :param matrix: The matrix to be expanded :param power: Cluster expansion parameter :returns: The expanded matrix """ if isspmatrix(matrix): return matrix ** p...

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27.846154

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def forwards(self, orm): "Write your forwards methods here." # Project labels names = list(orm['samples.Project'].objects.values_list('label', flat=True)) orm['samples.Cohort'].objects.filter(name__in=names).update(published=True) # World cohort orm['samples.Cohort'].obj...

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46.625

29.125

def version_option(f): """ Largely a custom clone of click.version_option -- almost identical, but prints our special output. """ def callback(ctx, param, value): # copied from click.decorators.version_option # no idea what resilient_parsing means, but... if not value or ctx...

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24.478261

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def _on_wid_changed(self, wid): """Called when the widget is changed""" if self._itsme: return self.update_model(self._get_idx_from_widget(wid)) return

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35.8

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def read_code(self, name): """Reads code from a python file called 'name'""" file_path = self.gen_file_path(name) with open(file_path) as f: code = f.read() return code

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29.571429

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def delete_row(self, index): """ Deletes a Row by it's index :param int index: the index of the row. zero indexed :return bool: Success or Failure """ url = self.build_url(self._endpoints.get('delete_row').format(id=index)) return bool(self.session.post(url))

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38.5

10

def getAssociation(self, server_url, handle=None): """Retrieve an association. If no handle is specified, return the association with the latest expiration. (str, str or NoneType) -> Association or NoneType """ if handle is None: handle = '' # The filename w...

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38.512195

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def format_name(format, name, target_type, prop_set): """ Given a target, as given to a custom tag rule, returns a string formatted according to the passed format. Format is a list of properties that is represented in the result. For each element of format the corresponding target informatio...

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43.67033

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def _cost_func(x, kernel_options, tuning_options, runner, results, cache): """ Cost function used by minimize """ error_time = 1e20 logging.debug('_cost_func called') logging.debug('x: ' + str(x)) x_key = ",".join([str(i) for i in x]) if x_key in cache: return cache[x_key] #snap v...

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32.704545

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def redraw(self, col=0): """redraw image, applying the following: rotation, flips, log scale max/min values from sliders or explicit intensity ranges color map interpolation """ conf = self.conf # note: rotation re-calls display(), to reset the image ...

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38.479167

14.760417