kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def find(s): """ Find an amino acid whose name or abbreviation is s. @param s: A C{str} amino acid specifier. This may be a full name, a 3-letter abbreviation or a 1-letter abbreviation. Case is ignored. return: An L{AminoAcid} instance or C{None} if no matching amino acid can be locate...	[ "def", "find", "(", "s", ")", ":", "abbrev1", "=", "None", "origS", "=", "s", "if", "' '", "in", "s", ":", "# Convert first word to title case, others to lower.", "first", ",", "rest", "=", "s", ".", "split", "(", "' '", ",", "1", ")", "s", "=", "first...	29.463415	18.926829
def get_dependent_items(self, item) -> typing.List: """Return the list of data items containing data that directly depends on data in this item.""" with self.__dependency_tree_lock: return copy.copy(self.__dependency_tree_source_to_target_map.get(weakref.ref(item), list()))	[ "def", "get_dependent_items", "(", "self", ",", "item", ")", "->", "typing", ".", "List", ":", "with", "self", ".", "__dependency_tree_lock", ":", "return", "copy", ".", "copy", "(", "self", ".", "__dependency_tree_source_to_target_map", ".", "get", "(", "weak...	74.75	19
def detailxy(self, canvas, button, data_x, data_y): """Motion event in the pick fits window. Show the pointing information under the cursor. """ if button == 0: # TODO: we could track the focus changes to make this check # more efficient chviewer = se...	[ "def", "detailxy", "(", "self", ",", "canvas", ",", "button", ",", "data_x", ",", "data_y", ")", ":", "if", "button", "==", "0", ":", "# TODO: we could track the focus changes to make this check", "# more efficient", "chviewer", "=", "self", ".", "fv", ".", "get...	38.823529	14
def print_code_table(self, out=sys.stdout): """ Print code table overview """ out.write(u'bits code (value) symbol\n') for symbol, (bitsize, value) in sorted(self._table.items()): out.write(u'{b:4d} {c:10} ({v:5d}) {s!r}\n'.format( b=bitsize,...	[ "def", "print_code_table", "(", "self", ",", "out", "=", "sys", ".", "stdout", ")", ":", "out", ".", "write", "(", "u'bits code (value) symbol\\n'", ")", "for", "symbol", ",", "(", "bitsize", ",", "value", ")", "in", "sorted", "(", "self", ".", "...	42.555556	16.333333
def is_locked(self): """Return True, if URI is locked.""" if self.provider.lock_manager is None: return False return self.provider.lock_manager.is_url_locked(self.get_ref_url())	[ "def", "is_locked", "(", "self", ")", ":", "if", "self", ".", "provider", ".", "lock_manager", "is", "None", ":", "return", "False", "return", "self", ".", "provider", ".", "lock_manager", ".", "is_url_locked", "(", "self", ".", "get_ref_url", "(", ")", ...	41.8	15.4
def get_temperature(self, channel, sensor='VNTC'): '''Reading temperature ''' # NTC type SEMITEC 103KT1608 http://www.semitec.co.jp/english/products/pdf/KT_Thermistor.pdf # # R_NTC = R_25 * exp(B_NTC * (1/T - 1/T_25)) # # R_NTC measured NTC resistance # R_NTC_25 ...	[ "def", "get_temperature", "(", "self", ",", "channel", ",", "sensor", "=", "'VNTC'", ")", ":", "# NTC type SEMITEC 103KT1608 http://www.semitec.co.jp/english/products/pdf/KT_Thermistor.pdf", "#", "# R_NTC = R_25 * exp(B_NTC * (1/T - 1/T_25))", "#", "# R_NTC ...	55.482759	37.62069
def replace_tab_indent(s, replace=" "): """ :param str s: string with tabs :param str replace: e.g. 4 spaces :rtype: str """ prefix = get_indent_prefix(s) return prefix.replace("\t", replace) + s[len(prefix):]	[ "def", "replace_tab_indent", "(", "s", ",", "replace", "=", "\" \"", ")", ":", "prefix", "=", "get_indent_prefix", "(", "s", ")", "return", "prefix", ".", "replace", "(", "\"\\t\"", ",", "replace", ")", "+", "s", "[", "len", "(", "prefix", ")", ":",...	29.125	7.625
def auto_up(self, count=1, go_to_start_of_line_if_history_changes=False): """ If we're not on the first line (of a multiline input) go a line up, otherwise go back in history. (If nothing is selected.) """ if self.complete_state: self.complete_previous(count=count) ...	[ "def", "auto_up", "(", "self", ",", "count", "=", "1", ",", "go_to_start_of_line_if_history_changes", "=", "False", ")", ":", "if", "self", ".", "complete_state", ":", "self", ".", "complete_previous", "(", "count", "=", "count", ")", "elif", "self", ".", ...	44.2	15
def update_thumbnail_via_upload(api_key, api_secret, video_key, local_video_image_path='', api_format='json', **kwargs): """ Function which updates the thumbnail for a particular video object with a locally saved image. :param api_key: <string> JWPlatform api-key :param ...	[ "def", "update_thumbnail_via_upload", "(", "api_key", ",", "api_secret", ",", "video_key", ",", "local_video_image_path", "=", "''", ",", "api_format", "=", "'json'", ",", "", "", "kwargs", ")", ":", "jwplatform_client", "=", "jwplatform", ".", "Client", "(", ...	46.5	24.2
def serialize(self, cls, record): """ Serialize the record to JSON. cls unused in this implementation. >>> s = teststore() >>> s.serialize('tstoretest', {'id': '1', 'name': 'Toto'}) '{"id": "1", "name": "Toto"}' """ return json.dumps(record, cls=self.encoder)	[ "def", "serialize", "(", "self", ",", "cls", ",", "record", ")", ":", "return", "json", ".", "dumps", "(", "record", ",", "cls", "=", "self", ".", "encoder", ")" ]	34.222222	14.666667
def typelogged(memb): """Decorator applicable to functions, methods, properties, classes or modules (by explicit call). If applied on a module, memb must be a module or a module name contained in sys.modules. See pytypes.set_global_typelogged_decorator to apply this on all modules. Observes function...	[ "def", "typelogged", "(", "memb", ")", ":", "if", "not", "pytypes", ".", "typelogging_enabled", ":", "return", "memb", "if", "_check_as_func", "(", "memb", ")", ":", "return", "typelogged_func", "(", "memb", ")", "if", "isclass", "(", "memb", ")", ":", "...	42.6	15.85
def active(self) -> bool: """Indicate if this RunState is currently active.""" states = self._client.get_state(self._state_url)['states'] for state in states: state = state['State'] if int(state['Id']) == self._state_id: # yes, the ZM API uses the string...	[ "def", "active", "(", "self", ")", "->", "bool", ":", "states", "=", "self", ".", "_client", ".", "get_state", "(", "self", ".", "_state_url", ")", "[", "'states'", "]", "for", "state", "in", "states", ":", "state", "=", "state", "[", "'State'", "]",...	44.111111	13.666667
def set_flushing_policy(flushing_policy): """Serialize this policy for Monitor to pick up.""" if "RAY_USE_NEW_GCS" not in os.environ: raise Exception( "set_flushing_policy() is only available when environment " "variable RAY_USE_NEW_GCS is present at both compile and run time." ...	[ "def", "set_flushing_policy", "(", "flushing_policy", ")", ":", "if", "\"RAY_USE_NEW_GCS\"", "not", "in", "os", ".", "environ", ":", "raise", "Exception", "(", "\"set_flushing_policy() is only available when environment \"", "\"variable RAY_USE_NEW_GCS is present at both compile ...	43.75	17
def reload(request): """Reload local requirements file.""" refresh_packages.clean() refresh_packages.local() refresh_packages.remote() url = request.META.get('HTTP_REFERER') if url: return HttpResponseRedirect(url) else: return HttpResponse('Local requirements list has been r...	[ "def", "reload", "(", "request", ")", ":", "refresh_packages", ".", "clean", "(", ")", "refresh_packages", ".", "local", "(", ")", "refresh_packages", ".", "remote", "(", ")", "url", "=", "request", ".", "META", ".", "get", "(", "'HTTP_REFERER'", ")", "i...	32.1	15
def baldwinsoc_winners(self, profile): """ Returns an integer list that represents all possible winners of a profile under baldwin rule. :ivar Profile profile: A Profile object that represents an election profile. """ ordering = profile.getOrderVectors() m = profile.numC...	[ "def", "baldwinsoc_winners", "(", "self", ",", "profile", ")", ":", "ordering", "=", "profile", ".", "getOrderVectors", "(", ")", "m", "=", "profile", ".", "numCands", "prefcounts", "=", "profile", ".", "getPreferenceCounts", "(", ")", "if", "min", "(", "o...	43.180328	20.262295
def create_rich_menu(self, rich_menu, timeout=None): """Call create rich menu API. https://developers.line.me/en/docs/messaging-api/reference/#create-rich-menu :param rich_menu: Inquired to create a rich menu object. :type rich_menu: T <= :py:class:`linebot.models.rich_menu.RichMenu` ...	[ "def", "create_rich_menu", "(", "self", ",", "rich_menu", ",", "timeout", "=", "None", ")", ":", "response", "=", "self", ".", "_post", "(", "'/v2/bot/richmenu'", ",", "data", "=", "rich_menu", ".", "as_json_string", "(", ")", ",", "timeout", "=", "timeout...	40.7	21.6
def count_node_match(self, pattern, adict=None): """ Return the number of nodes that match the pattern. :param pattern: :param adict: :return: int """ mydict = self._filetree if adict is None else adict k = 0 if isinstance(mydict, dict): ...	[ "def", "count_node_match", "(", "self", ",", "pattern", ",", "adict", "=", "None", ")", ":", "mydict", "=", "self", ".", "_filetree", "if", "adict", "is", "None", "else", "adict", "k", "=", "0", "if", "isinstance", "(", "mydict", ",", "dict", ")", ":...	26.333333	19.190476
def _GetDataStreams(self): """Retrieves the data streams. Returns: list[TSKDataStream]: data streams. """ if self._data_streams is None: if self._file_system.IsHFS(): known_data_attribute_types = [ pytsk3.TSK_FS_ATTR_TYPE_HFS_DEFAULT, pytsk3.TSK_FS_ATTR_TYPE_...	[ "def", "_GetDataStreams", "(", "self", ")", ":", "if", "self", ".", "_data_streams", "is", "None", ":", "if", "self", ".", "_file_system", ".", "IsHFS", "(", ")", ":", "known_data_attribute_types", "=", "[", "pytsk3", ".", "TSK_FS_ATTR_TYPE_HFS_DEFAULT", ",", ...	32.386364	19.818182
def illumination(x, gamma=1., contrast=1., saturation=1., is_random=False): """Perform illumination augmentation for a single image, randomly or non-randomly. Parameters ----------- x : numpy.array An image with dimension of [row, col, channel] (default). gamma : float Change bright...	[ "def", "illumination", "(", "x", ",", "gamma", "=", "1.", ",", "contrast", "=", "1.", ",", "saturation", "=", "1.", ",", "is_random", "=", "False", ")", ":", "if", "is_random", ":", "if", "not", "(", "len", "(", "gamma", ")", "==", "len", "(", "c...	40.211268	27.690141
def setUserPasswdCredentials(self, username, password): """Set username and password in ``disk.0.os.credentials``.""" self.setCredentialValues(username=username, password=password)	[ "def", "setUserPasswdCredentials", "(", "self", ",", "username", ",", "password", ")", ":", "self", ".", "setCredentialValues", "(", "username", "=", "username", ",", "password", "=", "password", ")" ]	48.5	21.25
def glance(msg, flavor='chat', long=False): """ Extract "headline" info about a message. Use parameter ``long`` to control whether a short or long tuple is returned. When ``flavor`` is ``chat`` (``msg`` being a `Message <https://core.telegram.org/bots/api#message>`_ object): - short: (content_...	[ "def", "glance", "(", "msg", ",", "flavor", "=", "'chat'", ",", "long", "=", "False", ")", ":", "def", "gl_chat", "(", ")", ":", "content_type", "=", "_find_first_key", "(", "msg", ",", "all_content_types", ")", "if", "long", ":", "return", "content_type...	43.702381	32.202381
def diff(self, dim, n=1, label='upper'): """Calculate the n-th order discrete difference along given axis. Parameters ---------- dim : str, optional Dimension over which to calculate the finite difference. n : int, optional The number of times values are ...	[ "def", "diff", "(", "self", ",", "dim", ",", "n", "=", "1", ",", "label", "=", "'upper'", ")", ":", "ds", "=", "self", ".", "_to_temp_dataset", "(", ")", ".", "diff", "(", "n", "=", "n", ",", "dim", "=", "dim", ",", "label", "=", "label", ")"...	31.825	18.175
def POST(self, kwargs): r''' .. http:post:: /token Generate a Salt eauth token :status 200: \|200\| :status 400: \|400\| :status 401: \|401\| Example request:** .. code-block:: bash curl -sSk https://localhost:8000/token \ ...	[ "def", "POST", "(", "self", ",", "", "", "kwargs", ")", ":", "for", "creds", "in", "cherrypy", ".", "request", ".", "lowstate", ":", "try", ":", "creds", ".", "update", "(", "{", "'client'", ":", "'runner'", ",", "'fun'", ":", "'auth.mk_token'", ",...	27.584906	17.169811
def decompile( bytecode_version, co, out=None, showasm=None, showast=False, timestamp=None, showgrammar=False, code_objects={}, source_size=None, is_pypy=None, magic_int=None, mapstream=None, do_fragments=False): """ ingests and deparses a given code block 'co' if `bytecode_...	[ "def", "decompile", "(", "bytecode_version", ",", "co", ",", "out", "=", "None", ",", "showasm", "=", "None", ",", "showast", "=", "False", ",", "timestamp", "=", "None", ",", "showgrammar", "=", "False", ",", "code_objects", "=", "{", "}", ",", "sourc...	35.891892	19.648649
def make_hasher(algorithm_id): """Create a hashing object for the given signing algorithm.""" if algorithm_id == 1: return hashes.Hash(hashes.SHA1(), default_backend()) elif algorithm_id == 2: return hashes.Hash(hashes.SHA384(), default_backend()) else: raise ValueError("Unsuppor...	[ "def", "make_hasher", "(", "algorithm_id", ")", ":", "if", "algorithm_id", "==", "1", ":", "return", "hashes", ".", "Hash", "(", "hashes", ".", "SHA1", "(", ")", ",", "default_backend", "(", ")", ")", "elif", "algorithm_id", "==", "2", ":", "return", "...	44.375	18.375
def parse_datetime(time_str): """ Wraps dateutil's parser function to set an explicit UTC timezone, and to make sure microseconds are 0. Unified Uploader format and EMK format bother don't use microseconds at all. :param str time_str: The date/time str to parse. :rtype: datetime.datetime :r...	[ "def", "parse_datetime", "(", "time_str", ")", ":", "try", ":", "return", "dateutil", ".", "parser", ".", "parse", "(", "time_str", ")", ".", "replace", "(", "microsecond", "=", "0", ")", ".", "astimezone", "(", "UTC_TZINFO", ")", "except", "ValueError", ...	36.058824	16.176471
def dump_json_data(page): """ Return a python dict representation of this page for use as part of a JSON export. """ def content_langs_ordered(): """ Return a list of languages ordered by the page content with the latest creation date in each. This will be used to ma...	[ "def", "dump_json_data", "(", "page", ")", ":", "def", "content_langs_ordered", "(", ")", ":", "\"\"\"\n Return a list of languages ordered by the page content\n with the latest creation date in each. This will be used\n to maintain the state of the language_up_to_date te...	37.986301	16.356164
def set_printoptions(**kwargs): """Set printing options. These options determine the way JPEG 2000 boxes are displayed. Parameters ---------- short : bool, optional When True, only the box ID, offset, and length are displayed. Useful for displaying only the basic structure or skel...	[ "def", "set_printoptions", "(", "", "", "kwargs", ")", ":", "warnings", ".", "warn", "(", "'Use set_option instead of set_printoptions.'", ",", "DeprecationWarning", ")", "for", "key", ",", "value", "in", "kwargs", ".", "items", "(", ")", ":", "if", "key", ...	33.742857	23.371429
def close_socket(sock): '''Shutdown and close the socket.''' if sock: try: sock.shutdown(socket.SHUT_RDWR) except Exception: pass try: sock.close() except Exception: pass	[ "def", "close_socket", "(", "sock", ")", ":", "if", "sock", ":", "try", ":", "sock", ".", "shutdown", "(", "socket", ".", "SHUT_RDWR", ")", "except", "Exception", ":", "pass", "try", ":", "sock", ".", "close", "(", ")", "except", "Exception", ":", "p...	22.545455	18
def prettyXml(elem): """ Return a pretty-printed XML string for the ElementTree Element. """ roughString = ET.tostring(elem, "utf-8") reparsed = minidom.parseString(roughString) return reparsed.toprettyxml(indent=" ")	[ "def", "prettyXml", "(", "elem", ")", ":", "roughString", "=", "ET", ".", "tostring", "(", "elem", ",", "\"utf-8\"", ")", "reparsed", "=", "minidom", ".", "parseString", "(", "roughString", ")", "return", "reparsed", ".", "toprettyxml", "(", "indent", "=",...	38.833333	5.833333
def account(self): """ :returns: Account provided as the authenticating account :rtype: AccountContext """ if self._account is None: self._account = AccountContext(self, self.domain.twilio.account_sid) return self._account	[ "def", "account", "(", "self", ")", ":", "if", "self", ".", "_account", "is", "None", ":", "self", ".", "_account", "=", "AccountContext", "(", "self", ",", "self", ".", "domain", ".", "twilio", ".", "account_sid", ")", "return", "self", ".", "_account...	34.375	14.375
def scale(self, replicas): """ Scale service container. Args: replicas (int): The number of containers that should be running. Returns: bool: ``True`` if successful. """ if 'Global' in self.attrs['Spec']['Mode'].keys(): raise Invalid...	[ "def", "scale", "(", "self", ",", "replicas", ")", ":", "if", "'Global'", "in", "self", ".", "attrs", "[", "'Spec'", "]", "[", "'Mode'", "]", ".", "keys", "(", ")", ":", "raise", "InvalidArgument", "(", "'Cannot scale a global container'", ")", "service_mo...	33.944444	23.055556
def bedrooms(self): """ This method gets the number of bedrooms. :return: """ try: if self._data_from_search: info = self._data_from_search.find( 'ul', {"class": "info"}).text s = info.split('\|') nb =...	[ "def", "bedrooms", "(", "self", ")", ":", "try", ":", "if", "self", ".", "_data_from_search", ":", "info", "=", "self", ".", "_data_from_search", ".", "find", "(", "'ul'", ",", "{", "\"class\"", ":", "\"info\"", "}", ")", ".", "text", "s", "=", "info...	37.153846	13.615385
def staticbundle(bundle, mimetype=None, **attrs): """ >>> {% staticbundle 'bundlename.css' %} >>> {% staticbundle 'bundlename.css' media='screen' %} >>> {% staticbundle 'bundlename' mimetype='text/css' %} """ config = getattr(settings, 'STATIC_BUNDLES', {}) if settings.DEBUG and 'packages' ...	[ "def", "staticbundle", "(", "bundle", ",", "mimetype", "=", "None", ",", "", "", "attrs", ")", ":", "config", "=", "getattr", "(", "settings", ",", "'STATIC_BUNDLES'", ",", "{", "}", ")", "if", "settings", ".", "DEBUG", "and", "'packages'", "in", "co...	35.291667	20.847222
def clip(self): """ Clip images based on bounds provided Implementation is borrowed from https://github.com/brendan-ward/rasterio/blob/e3687ce0ccf8ad92844c16d913a6482d5142cf48/rasterio/rio/convert.py """ self.output("Clipping", normal=True) # create new folder for clipp...	[ "def", "clip", "(", "self", ")", ":", "self", ".", "output", "(", "\"Clipping\"", ",", "normal", "=", "True", ")", "# create new folder for clipped images", "path", "=", "check_create_folder", "(", "join", "(", "self", ".", "scene_path", ",", "'clipped'", ")",...	37.740741	20.981481
def export_ovf(self): """ Exports OVf of currently iterated VM (dictated by api.env.hosts) :return: ovf location """ # Breaking down SOAP Cookie & # creating Header soap_cookie = self.vcenter_conn._stub.cookie cookies = break_down_cookie(soap_cookie) ...	[ "def", "export_ovf", "(", "self", ")", ":", "# Breaking down SOAP Cookie &", "# creating Header", "soap_cookie", "=", "self", ".", "vcenter_conn", ".", "_stub", ".", "cookie", "cookies", "=", "break_down_cookie", "(", "soap_cookie", ")", "headers", "=", "{", "'Acc...	45.542857	18.514286
def unpackNodeMsg(self, msg, frm) -> None: """ If the message is a batch message validate each message in the batch, otherwise add the message to the node's inbox. :param msg: a node message :param frm: the name of the node that sent this `msg` """ # TODO: why do...	[ "def", "unpackNodeMsg", "(", "self", ",", "msg", ",", "frm", ")", "->", "None", ":", "# TODO: why do we unpack batches here? Batching is a feature of", "# a transport, it should be encapsulated.", "if", "isinstance", "(", "msg", ",", "Batch", ")", ":", "logger", ".", ...	42.913043	18.043478
def create_db(self, models): """Creates the in-memory SQLite database from the model configuration.""" # first create the table definitions self.tables = dict( [ (model_name, self.create_model_table(model)) for model_name, model in iteritems(mo...	[ "def", "create_db", "(", "self", ",", "models", ")", ":", "# first create the table definitions", "self", ".", "tables", "=", "dict", "(", "[", "(", "model_name", ",", "self", ".", "create_model_table", "(", "model", ")", ")", "for", "model_name", ",", "mode...	36.45	15.55
def get_smart_task(self, task_id): """ Return specified transition. Returns a Command. """ def process_result(result): return SmartTask(self, result) return Command('get', [ROOT_SMART_TASKS, task_id], process_result=process_result)	[ "def", "get_smart_task", "(", "self", ",", "task_id", ")", ":", "def", "process_result", "(", "result", ")", ":", "return", "SmartTask", "(", "self", ",", "result", ")", "return", "Command", "(", "'get'", ",", "[", "ROOT_SMART_TASKS", ",", "task_id", "]", ...	27.818182	12.909091
def ae_partial_waves(self): """Dictionary with the AE partial waves indexed by state.""" ae_partial_waves = OrderedDict() for mesh, values, attrib in self._parse_all_radfuncs("ae_partial_wave"): state = attrib["state"] #val_state = self.valence_states[state] a...	[ "def", "ae_partial_waves", "(", "self", ")", ":", "ae_partial_waves", "=", "OrderedDict", "(", ")", "for", "mesh", ",", "values", ",", "attrib", "in", "self", ".", "_parse_all_radfuncs", "(", "\"ae_partial_wave\"", ")", ":", "state", "=", "attrib", "[", "\"s...	44.222222	16
def values(self, name): """ RETURN VALUES FOR THE GIVEN PATH NAME :param name: :return: """ return list(self.lookup_variables.get(unnest_path(name), Null))	[ "def", "values", "(", "self", ",", "name", ")", ":", "return", "list", "(", "self", ".", "lookup_variables", ".", "get", "(", "unnest_path", "(", "name", ")", ",", "Null", ")", ")" ]	28.142857	13.857143
def column_type(self, column_name): """ Report column type as one of 'local', 'series', or 'function'. Parameters ---------- column_name : str Returns ------- col_type : {'local', 'series', 'function'} 'local' means that the column is part of...	[ "def", "column_type", "(", "self", ",", "column_name", ")", ":", "extra_cols", "=", "list_columns_for_table", "(", "self", ".", "name", ")", "if", "column_name", "in", "extra_cols", ":", "col", "=", "_COLUMNS", "[", "(", "self", ".", "name", ",", "column_n...	31.064516	21.258065
def _unstructure_seq(self, seq): """Convert a sequence to primitive equivalents.""" # We can reuse the sequence class, so tuples stay tuples. dispatch = self._unstructure_func.dispatch return seq.__class__(dispatch(e.__class__)(e) for e in seq)	[ "def", "_unstructure_seq", "(", "self", ",", "seq", ")", ":", "# We can reuse the sequence class, so tuples stay tuples.", "dispatch", "=", "self", ".", "_unstructure_func", ".", "dispatch", "return", "seq", ".", "__class__", "(", "dispatch", "(", "e", ".", "__class...	54.4	14
def set_request(self, method=None, sub_url="", data=None, params=None, proxies=None): """ :param method: str of the method of the api_call :param sub_url: str of the url after the uri :param data: dict of form data to be sent with the request :param params: di...	[ "def", "set_request", "(", "self", ",", "method", "=", "None", ",", "sub_url", "=", "\"\"", ",", "data", "=", "None", ",", "params", "=", "None", ",", "proxies", "=", "None", ")", ":", "self", ".", "method", "=", "method", "or", "self", ".", "metho...	42.580645	15.612903
def for_request(request, body=None): """Creates the context for a specific request.""" tenant, jwt_data = Tenant.objects.for_request(request, body) webhook_sender_id = jwt_data.get('sub') sender_data = None if body and 'item' in body: if 'sender' in body['item']: ...	[ "def", "for_request", "(", "request", ",", "body", "=", "None", ")", ":", "tenant", ",", "jwt_data", "=", "Tenant", ".", "objects", ".", "for_request", "(", "request", ",", "body", ")", "webhook_sender_id", "=", "jwt_data", ".", "get", "(", "'sub'", ")",...	39.222222	17.037037
def gradient_line(xs, ys, colormap_name='jet', ax=None): '''Plot a 2-d line with a gradient representing ordering. See http://stackoverflow.com/q/8500700/10601 for details.''' if ax is None: ax = plt.gca() cm = plt.get_cmap(colormap_name) npts = len(xs)-1 colors = cm(np.linspace(0, 1, num=npts)) if ha...	[ "def", "gradient_line", "(", "xs", ",", "ys", ",", "colormap_name", "=", "'jet'", ",", "ax", "=", "None", ")", ":", "if", "ax", "is", "None", ":", "ax", "=", "plt", ".", "gca", "(", ")", "cm", "=", "plt", ".", "get_cmap", "(", "colormap_name", ")...	32.266667	15.6
def compile(pattern, flags, code, groups=0, groupindex={}, indexgroup=[None]): """Compiles (or rather just converts) a pattern descriptor to a SRE_Pattern object. Actual compilation to opcodes happens in sre_compile.""" return SRE_Pattern(pattern, flags, code, groups, groupindex, indexgroup)	[ "def", "compile", "(", "pattern", ",", "flags", ",", "code", ",", "groups", "=", "0", ",", "groupindex", "=", "{", "}", ",", "indexgroup", "=", "[", "None", "]", ")", ":", "return", "SRE_Pattern", "(", "pattern", ",", "flags", ",", "code", ",", "gr...	75.25	18.5
def QA_fetch_stock_financial_calendar_adv(code, start="all", end=None, format='pd', collections=DATABASE.report_calendar): '获取股票日线' #code= [code] if isinstance(code,str) else code end = start if end is None else end start = str(start)[0:10] end = str(end)[0:10] # code checking if start == '...	[ "def", "QA_fetch_stock_financial_calendar_adv", "(", "code", ",", "start", "=", "\"all\"", ",", "end", "=", "None", ",", "format", "=", "'pd'", ",", "collections", "=", "DATABASE", ".", "report_calendar", ")", ":", "#code= [code] if isinstance(code,str) else code", ...	38.5	27.8
def unauthorized_view(self): """ Prepare a Flash message and redirect to USER_UNAUTHORIZED_ENDPOINT""" # Prepare Flash message url = request.script_root + request.path flash(_("You do not have permission to access '%(url)s'.", url=url), 'error') # Redirect to USER_UNAUTHORIZED_E...	[ "def", "unauthorized_view", "(", "self", ")", ":", "# Prepare Flash message", "url", "=", "request", ".", "script_root", "+", "request", ".", "path", "flash", "(", "_", "(", "\"You do not have permission to access '%(url)s'.\"", ",", "url", "=", "url", ")", ",", ...	49.625	19.75
def _needs_evaluation(self) -> bool: """ Returns True when: 1. Where clause is not specified 2. Where WHERE clause is specified and it evaluates to True Returns false if a where clause is specified and it evaluates to False """ return self._schema.when is ...	[ "def", "_needs_evaluation", "(", "self", ")", "->", "bool", ":", "return", "self", ".", "_schema", ".", "when", "is", "None", "or", "self", ".", "_schema", ".", "when", ".", "evaluate", "(", "self", ".", "_evaluation_context", ")" ]	46.625	18.375
def get(self, name): '''get a setting''' if not name in self._vars: raise AttributeError setting = self._vars[name] return setting.value	[ "def", "get", "(", "self", ",", "name", ")", ":", "if", "not", "name", "in", "self", ".", "_vars", ":", "raise", "AttributeError", "setting", "=", "self", ".", "_vars", "[", "name", "]", "return", "setting", ".", "value" ]	29.166667	10.833333
def remove_unique_identity(cls, sh_db, uuid): """Delete a unique identity from SortingHat. :param sh_db: SortingHat database :param uuid: Unique identity identifier """ success = False try: api.delete_unique_identity(sh_db, uuid) logger.debug("Uni...	[ "def", "remove_unique_identity", "(", "cls", ",", "sh_db", ",", "uuid", ")", ":", "success", "=", "False", "try", ":", "api", ".", "delete_unique_identity", "(", "sh_db", ",", "uuid", ")", "logger", ".", "debug", "(", "\"Unique identity %s deleted\"", ",", "...	32.866667	16.266667
def transform(self, X, y=None): """Dummy encode the categorical columns in X Parameters ---------- X : pd.DataFrame or dd.DataFrame y : ignored Returns ------- transformed : pd.DataFrame or dd.DataFrame Same type as the input """ ...	[ "def", "transform", "(", "self", ",", "X", ",", "y", "=", "None", ")", ":", "if", "not", "X", ".", "columns", ".", "equals", "(", "self", ".", "columns_", ")", ":", "raise", "ValueError", "(", "\"Columns of 'X' do not match the training \"", "\"columns. Got ...	35.958333	19.666667
def correct_absolute_refs(self, construction_table): """Reindexe construction_table if linear reference in first three rows present. Uses :meth:`~Cartesian.check_absolute_refs` to obtain the problematic indices. Args: construction_table (pd.DataFrame): Retu...	[ "def", "correct_absolute_refs", "(", "self", ",", "construction_table", ")", ":", "c_table", "=", "construction_table", ".", "copy", "(", ")", "abs_refs", "=", "constants", ".", "absolute_refs", "problem_index", "=", "self", ".", "check_absolute_refs", "(", "c_tab...	36.192308	18.230769
def red_dim(self, array): """ This function reduces the dimensions of an array until it is no longer of length 1. """ while isinstance(array, list) == True or \ isinstance(array, np.ndarray) == True: try: if len(array) == 1: ...	[ "def", "red_dim", "(", "self", ",", "array", ")", ":", "while", "isinstance", "(", "array", ",", "list", ")", "==", "True", "or", "isinstance", "(", "array", ",", "np", ".", "ndarray", ")", "==", "True", ":", "try", ":", "if", "len", "(", "array", ...	25.529412	16.235294
def _peek(self, chars=1): """ Peek at the data in the server response. Peeking should only be done when the response can be predicted. Make sure that the socket will not block by requesting too much data from it while peeking. Args: chars -- the number of charac...	[ "def", "_peek", "(", "self", ",", "chars", "=", "1", ")", ":", "line", "=", "self", ".", "_socket", ".", "recv", "(", "chars", ",", "socket", ".", "MSG_PEEK", ")", "logger", ".", "debug", "(", "'Server sent (peek): '", "+", "line", ".", "rstrip", "("...	31.333333	19.6
def verbosity(verbosity): """ Convert the number of times the user specified '-v' on the command-line into a log level. """ verbosity = int(verbosity) if verbosity == 0: return logging.WARNING if verbosity == 1: return logging.INFO if verbosity == 2: return logg...	[ "def", "verbosity", "(", "verbosity", ")", ":", "verbosity", "=", "int", "(", "verbosity", ")", "if", "verbosity", "==", "0", ":", "return", "logging", ".", "WARNING", "if", "verbosity", "==", "1", ":", "return", "logging", ".", "INFO", "if", "verbosity"...	22.823529	17.529412
def cache(self, running): """ save / update this gear into Ariane server cache :param running: the new running value (True or False) :return: """ LOGGER.debug("InjectorGearSkeleton.cache") self.running = running if running is not None else False return sel...	[ "def", "cache", "(", "self", ",", "running", ")", ":", "LOGGER", ".", "debug", "(", "\"InjectorGearSkeleton.cache\"", ")", "self", ".", "running", "=", "running", "if", "running", "is", "not", "None", "else", "False", "return", "self", ".", "cached_gear_acto...	39	14.111111
def ubridge(self): """ Returns the uBridge hypervisor. :returns: instance of uBridge """ if self._ubridge_hypervisor and not self._ubridge_hypervisor.is_running(): self._ubridge_hypervisor = None return self._ubridge_hypervisor	[ "def", "ubridge", "(", "self", ")", ":", "if", "self", ".", "_ubridge_hypervisor", "and", "not", "self", ".", "_ubridge_hypervisor", ".", "is_running", "(", ")", ":", "self", ".", "_ubridge_hypervisor", "=", "None", "return", "self", ".", "_ubridge_hypervisor"...	28	15.2
def length_plots(array, name, path, title=None, n50=None, color="#4CB391", figformat="png"): """Create histogram of normal and log transformed read lengths.""" logging.info("Nanoplotter: Creating length plots for {}.".format(name)) maxvalx = np.amax(array) if n50: logging.info("Nanoplotter: Usin...	[ "def", "length_plots", "(", "array", ",", "name", ",", "path", ",", "title", "=", "None", ",", "n50", "=", "None", ",", "color", "=", "\"#4CB391\"", ",", "figformat", "=", "\"png\"", ")", ":", "logging", ".", "info", "(", "\"Nanoplotter: Creating length pl...	42.789474	17.815789
def cache_model(key_params, timeout='default'): """ Caching decorator for app models in task.perform """ def decorator_fn(fn): return CacheModelDecorator().decorate(key_params, timeout, fn) return decorator_fn	[ "def", "cache_model", "(", "key_params", ",", "timeout", "=", "'default'", ")", ":", "def", "decorator_fn", "(", "fn", ")", ":", "return", "CacheModelDecorator", "(", ")", ".", "decorate", "(", "key_params", ",", "timeout", ",", "fn", ")", "return", "decor...	28.875	15.125
def print_location(**kwargs): """ :param kwargs: Pass in the arguments to the function and they will be printed too! """ stack = inspect.stack()[1] debug_print('{}:{} {}()'.format(stack[1], stack[2], stack[3])) for k, v in kwargs.items(): lesser_debug_print('{} = {}'.format(k, v))	[ "def", "print_location", "(", "", "", "kwargs", ")", ":", "stack", "=", "inspect", ".", "stack", "(", ")", "[", "1", "]", "debug_print", "(", "'{}:{} {}()'", ".", "format", "(", "stack", "[", "1", "]", ",", "stack", "[", "2", "]", ",", "stack", ...	34	16.888889
def _past_datetime_from(self): """ The datetime this event previously started in the local time zone, or None if it never did. """ prevDt = self.__localBefore(timezone.localtime(), dt.time.max, excludeCancellations=True, ...	[ "def", "_past_datetime_from", "(", "self", ")", ":", "prevDt", "=", "self", ".", "__localBefore", "(", "timezone", ".", "localtime", "(", ")", ",", "dt", ".", "time", ".", "max", ",", "excludeCancellations", "=", "True", ",", "excludeExtraInfo", "=", "True...	41	16.333333
def get_related_entry_admin_url(entry): """ Returns admin URL for specified entry instance. :param entry: the entry instance. :return: str. """ namespaces = { Document: 'wagtaildocs:edit', Link: 'wagtaillinks:edit', Page: 'wagtailadmin_pages:edit', } ...	[ "def", "get_related_entry_admin_url", "(", "entry", ")", ":", "namespaces", "=", "{", "Document", ":", "'wagtaildocs:edit'", ",", "Link", ":", "'wagtaillinks:edit'", ",", "Page", ":", "'wagtailadmin_pages:edit'", ",", "}", "for", "cls", ",", "url", "in", "namesp...	27.333333	16.777778
def file_hash(load, fnd): ''' Return a file hash, the hash type is set in the master config file ''' if 'env' in load: # "env" is not supported; Use "saltenv". load.pop('env') if not all(x in load for x in ('path', 'saltenv')): return '' saltenv = load['saltenv'] if ...	[ "def", "file_hash", "(", "load", ",", "fnd", ")", ":", "if", "'env'", "in", "load", ":", "# \"env\" is not supported; Use \"saltenv\".", "load", ".", "pop", "(", "'env'", ")", "if", "not", "all", "(", "x", "in", "load", "for", "x", "in", "(", "'path'", ...	35.038462	17.5
def tcc(text: str) -> str: """ TCC generator, generates Thai Character Clusters :param str text: text to be tokenized to character clusters :return: subword (character cluster) """ if not text or not isinstance(text, str): return "" p = 0 while p < len(text): m = PAT_TCC...	[ "def", "tcc", "(", "text", ":", "str", ")", "->", "str", ":", "if", "not", "text", "or", "not", "isinstance", "(", "text", ",", "str", ")", ":", "return", "\"\"", "p", "=", "0", "while", "p", "<", "len", "(", "text", ")", ":", "m", "=", "PAT_...	24.333333	16.444444
def _format_name(self, name, surname, snake_case=False): """Format a first name and a surname into a cohesive string. Note that either name or surname can be empty strings, and formatting will still succeed. :param str name: A first name. :param str surname: A surname. ...	[ "def", "_format_name", "(", "self", ",", "name", ",", "surname", ",", "snake_case", "=", "False", ")", ":", "if", "not", "name", "or", "not", "surname", ":", "sep", "=", "''", "elif", "snake_case", ":", "sep", "=", "'_'", "else", ":", "sep", "=", "...	30.666667	17.962963
def get(self): """ Returns state if defined else it raises a ValueError. See also Publisher.get(). :raises ValueError: if this publisher is not initialized and has not received any emits. """ if self._state is not NONE: return self._state return P...	[ "def", "get", "(", "self", ")", ":", "if", "self", ".", "_state", "is", "not", "NONE", ":", "return", "self", ".", "_state", "return", "Publisher", ".", "get", "(", "self", ")" ]	32.9	14.8
def verify_keys(self): """Verify that the public and private key combination is valid; raises MollomAuthenticationError otherwise""" verify_keys_endpoint = Template("${rest_root}/site/${public_key}") url = verify_keys_endpoint.substitute(rest_root=self._rest_root, public_key=self._public_key) ...	[ "def", "verify_keys", "(", "self", ")", ":", "verify_keys_endpoint", "=", "Template", "(", "\"${rest_root}/site/${public_key}\"", ")", "url", "=", "verify_keys_endpoint", ".", "substitute", "(", "rest_root", "=", "self", ".", "_rest_root", ",", "public_key", "=", ...	46.214286	28.142857
def _repeat_bytes(byt, rep): """ Get a long number for a byte being repeated for many times. This is part of the effort of optimizing performance of angr's memory operations. :param int byt: the byte to repeat :param int rep: times to repeat the byte :return: a long inte...	[ "def", "_repeat_bytes", "(", "byt", ",", "rep", ")", ":", "if", "rep", "==", "1", ":", "return", "byt", "remainder", "=", "rep", "%", "2", "quotient", "=", "rep", "//", "2", "r_", "=", "memset", ".", "_repeat_bytes", "(", "byt", ",", "quotient", ")...	28.28	19
def get_file_path(dotted_path, extension='json'): """ Reads a dotted file path and returns the file path. """ # If the operating system's file path seperator character is in the string if os.sep in dotted_path or '/' in dotted_path: # Assume the path is a valid file path return dotte...	[ "def", "get_file_path", "(", "dotted_path", ",", "extension", "=", "'json'", ")", ":", "# If the operating system's file path seperator character is in the string", "if", "os", ".", "sep", "in", "dotted_path", "or", "'/'", "in", "dotted_path", ":", "# Assume the path is a...	30.25	17.05
def delete(method, hmc, uri, uri_parms, logon_required): """Operation: Delete <resource>.""" try: resource = hmc.lookup_by_uri(uri) except KeyError: raise InvalidResourceError(method, uri) resource.manager.remove(resource.oid)	[ "def", "delete", "(", "method", ",", "hmc", ",", "uri", ",", "uri_parms", ",", "logon_required", ")", ":", "try", ":", "resource", "=", "hmc", ".", "lookup_by_uri", "(", "uri", ")", "except", "KeyError", ":", "raise", "InvalidResourceError", "(", "method",...	39.428571	11.571429
def get_frame(): """Returns a QFrame formatted in a particular way""" ret = QFrame() ret.setLineWidth(1) ret.setMidLineWidth(0) ret.setFrameShadow(QFrame.Sunken) ret.setFrameShape(QFrame.Box) return ret	[ "def", "get_frame", "(", ")", ":", "ret", "=", "QFrame", "(", ")", "ret", ".", "setLineWidth", "(", "1", ")", "ret", ".", "setMidLineWidth", "(", "0", ")", "ret", ".", "setFrameShadow", "(", "QFrame", ".", "Sunken", ")", "ret", ".", "setFrameShape", ...	28.75	13.375
def __retrieve_internal_blob(self, key): ''' Retrieve file location from cache DB ''' logger = getLogger() with self.get_conn() as conn: try: c = conn.cursor() if key is None: c.execute("SELECT compressed, blob_data FROM blo...	[ "def", "__retrieve_internal_blob", "(", "self", ",", "key", ")", ":", "logger", "=", "getLogger", "(", ")", "with", "self", ".", "get_conn", "(", ")", "as", "conn", ":", "try", ":", "c", "=", "conn", ".", "cursor", "(", ")", "if", "key", "is", "Non...	49.333333	25.583333
def TaubinSVD(XY): """ algebraic circle fit input: list [[x_1, y_1], [x_2, y_2], ....] output: a, b, r. a and b are the center of the fitting circle, and r is the radius Algebraic circle fit by Taubin G. Taubin, "Estimation Of Planar Curves, Surfaces And Nonplanar Space Cu...	[ "def", "TaubinSVD", "(", "XY", ")", ":", "XY", "=", "numpy", ".", "array", "(", "XY", ")", "X", "=", "XY", "[", ":", ",", "0", "]", "-", "numpy", ".", "mean", "(", "XY", "[", ":", ",", "0", "]", ")", "# norming points by x avg", "Y", "=", "XY...	41.5	18.5
def calc_pan_pct(self, viewer, pad=0): """Calculate values for vertical/horizontal panning by percentages from the current pan position. """ limits = viewer.get_limits() tr = viewer.tform['data_to_scrollbar'] # calculate the corners of the entire image in unscaled carte...	[ "def", "calc_pan_pct", "(", "self", ",", "viewer", ",", "pad", "=", "0", ")", ":", "limits", "=", "viewer", ".", "get_limits", "(", ")", "tr", "=", "viewer", ".", "tform", "[", "'data_to_scrollbar'", "]", "# calculate the corners of the entire image in unscaled ...	37.38	18.12
def __get_match_result(self, ret, ret2): """ Getting match result """ if self.another_compare == "__MATCH_AND__": return ret and ret2 elif self.another_compare == "__MATCH_OR__": return ret or ret2 return ret	[ "def", "__get_match_result", "(", "self", ",", "ret", ",", "ret2", ")", ":", "if", "self", ".", "another_compare", "==", "\"__MATCH_AND__\"", ":", "return", "ret", "and", "ret2", "elif", "self", ".", "another_compare", "==", "\"__MATCH_OR__\"", ":", "return", ...	30.222222	8.444444
def dump_stats(self): """Logs statistics of our operation.""" log.info('Dumping statistics:') stats = [] stats.append( 'client-request-errors {}'.format(self._client_request_errors)) stats.append('denied-allocations {}'.format(self._denied_allocations)) stats....	[ "def", "dump_stats", "(", "self", ")", ":", "log", ".", "info", "(", "'Dumping statistics:'", ")", "stats", "=", "[", "]", "stats", ".", "append", "(", "'client-request-errors {}'", ".", "format", "(", "self", ".", "_client_request_errors", ")", ")", "stats"...	48.846154	22
def remove_platform(name, server_url): ''' To remove specified ASAM platform from the Novell Fan-Out Driver CLI Example: .. code-block:: bash salt-run asam.remove_platform my-test-vm prov1.domain.com ''' config = _get_asam_configuration(server_url) if not config: return Fa...	[ "def", "remove_platform", "(", "name", ",", "server_url", ")", ":", "config", "=", "_get_asam_configuration", "(", "server_url", ")", "if", "not", "config", ":", "return", "False", "url", "=", "config", "[", "'platform_config_url'", "]", "data", "=", "{", "'...	31.553571	24.410714
def isMasterDegraded(self): """ Return whether the master instance is slow. """ if self.acc_monitor: self.acc_monitor.update_time(time.perf_counter()) return self.acc_monitor.is_master_degraded() else: return (self.instances.masterId is not Non...	[ "def", "isMasterDegraded", "(", "self", ")", ":", "if", "self", ".", "acc_monitor", ":", "self", ".", "acc_monitor", ".", "update_time", "(", "time", ".", "perf_counter", "(", ")", ")", "return", "self", ".", "acc_monitor", ".", "is_master_degraded", "(", ...	50.2	21
def find_alliteration(self): """ Find alliterations in the complete verse. :return: """ if len(self.phonological_features_text) == 0: logger.error("No phonological transcription found") raise ValueError else: first_sounds = [] ...	[ "def", "find_alliteration", "(", "self", ")", ":", "if", "len", "(", "self", ".", "phonological_features_text", ")", "==", "0", ":", "logger", ".", "error", "(", "\"No phonological transcription found\"", ")", "raise", "ValueError", "else", ":", "first_sounds", ...	49.03125	19.15625
def parse_changelog(args: Any) -> Tuple[str, str]: """Return an updated changelog and and the list of changes.""" with open("CHANGELOG.rst", "r") as file: match = re.match( pattern=r"(.?Unreleased\n---+\n)(.+?)(\n[^\n]+\n---+\n.*)", string=file.read(), flags=re.DOTA...	[ "def", "parse_changelog", "(", "args", ":", "Any", ")", "->", "Tuple", "[", "str", ",", "str", "]", ":", "with", "open", "(", "\"CHANGELOG.rst\"", ",", "\"r\"", ")", "as", "file", ":", "match", "=", "re", ".", "match", "(", "pattern", "=", "r\"(.*?Un...	35.470588	18.647059
def is_ordered(self): """ True if site is an ordered site, i.e., with a single species with occupancy 1. """ totaloccu = self.species.num_atoms return totaloccu == 1 and len(self.species) == 1	[ "def", "is_ordered", "(", "self", ")", ":", "totaloccu", "=", "self", ".", "species", ".", "num_atoms", "return", "totaloccu", "==", "1", "and", "len", "(", "self", ".", "species", ")", "==", "1" ]	33.428571	12.857143
def decorate_function(self, name, decorator): """ Decorate function with given name with given decorator. :param str name: Name of the function. :param callable decorator: Decorator callback. """ self.functions[name] = decorator(self.functions[name])	[ "def", "decorate_function", "(", "self", ",", "name", ",", "decorator", ")", ":", "self", ".", "functions", "[", "name", "]", "=", "decorator", "(", "self", ".", "functions", "[", "name", "]", ")" ]	36.5	13.75
def padDigitalData(self, dig_data, n): """Pad dig_data with its last element so that the new array is a multiple of n. """ n = int(n) l0 = len(dig_data) if l0 % n == 0: return dig_data # no need of padding else: ladd = n - (l0 % n) ...	[ "def", "padDigitalData", "(", "self", ",", "dig_data", ",", "n", ")", ":", "n", "=", "int", "(", "n", ")", "l0", "=", "len", "(", "dig_data", ")", "if", "l0", "%", "n", "==", "0", ":", "return", "dig_data", "# no need of padding", "else", ":", "lad...	35.538462	12.076923
def list_menu(self, options, title="Choose a value", message="Choose a value", default=None, kwargs): """ Show a single-selection list menu Usage: C{dialog.list_menu(options, title="Choose a value", message="Choose a value", default=None, kwargs)} @param options: li...	[ "def", "list_menu", "(", "self", ",", "options", ",", "title", "=", "\"Choose a value\"", ",", "message", "=", "\"Choose a value\"", ",", "default", "=", "None", ",", "", "", "kwargs", ")", ":", "choices", "=", "[", "]", "for", "option", "in", "options...	38.333333	21.296296
def solve_filter(expr, vars): """Filter values on the LHS by evaluating RHS with each value. Returns any LHS values for which RHS evaluates to a true value. """ lhs_values, _ = __solve_for_repeated(expr.lhs, vars) def lazy_filter(): for lhs_value in repeated.getvalues(lhs_values): ...	[ "def", "solve_filter", "(", "expr", ",", "vars", ")", ":", "lhs_values", ",", "_", "=", "__solve_for_repeated", "(", "expr", ".", "lhs", ",", "vars", ")", "def", "lazy_filter", "(", ")", ":", "for", "lhs_value", "in", "repeated", ".", "getvalues", "(", ...	35.461538	20.307692
def _get_dense_tensor(self, inputs, weight_collections=None, trainable=None): """Returns a `Tensor` to represent this feature in the input_layer().""" del weight_collections, trainable # Unused. m = module.Module(self.module_spec, trainable=False) images = inputs.get(self) return m({"images": image...	[ "def", "_get_dense_tensor", "(", "self", ",", "inputs", ",", "weight_collections", "=", "None", ",", "trainable", "=", "None", ")", ":", "del", "weight_collections", ",", "trainable", "# Unused.", "m", "=", "module", ".", "Module", "(", "self", ".", "module_...	53	13.333333
def prob(self, word: str) -> float: """ Return probability of an input word, according to the spelling dictionary :param str word: A word to check its probability of occurrence """ return self.__WORDS[word] / self.__WORDS_TOTAL	[ "def", "prob", "(", "self", ",", "word", ":", "str", ")", "->", "float", ":", "return", "self", ".", "__WORDS", "[", "word", "]", "/", "self", ".", "__WORDS_TOTAL" ]	37.428571	18.571429
def with_aad_device_authentication(cls, connection_string, authority_id="common"): """Creates a KustoConnection string builder that will authenticate with AAD application and password. :param str connection_string: Kusto connection string should by of the format: https://<clusterName>.kusto.w...	[ "def", "with_aad_device_authentication", "(", "cls", ",", "connection_string", ",", "authority_id", "=", "\"common\"", ")", ":", "kcsb", "=", "cls", "(", "connection_string", ")", "kcsb", "[", "kcsb", ".", "ValidKeywords", ".", "aad_federated_security", "]", "=", ...	53.818182	26.181818
def fetch(self): """ Fetch a AssetVersionInstance :returns: Fetched AssetVersionInstance :rtype: twilio.rest.serverless.v1.service.asset.asset_version.AssetVersionInstance """ params = values.of({}) payload = self._version.fetch( 'GET', s...	[ "def", "fetch", "(", "self", ")", ":", "params", "=", "values", ".", "of", "(", "{", "}", ")", "payload", "=", "self", ".", "_version", ".", "fetch", "(", "'GET'", ",", "self", ".", "_uri", ",", "params", "=", "params", ",", ")", "return", "Asset...	26.636364	18
def set_grads(params, params_with_grad): """ Copies gradients from param_with_grad to params :param params: dst parameters :param params_with_grad: src parameters """ for param, param_w_grad in zip(params, params_with_grad): if param.grad is None: ...	[ "def", "set_grads", "(", "params", ",", "params_with_grad", ")", ":", "for", "param", ",", "param_w_grad", "in", "zip", "(", "params", ",", "params_with_grad", ")", ":", "if", "param", ".", "grad", "is", "None", ":", "param", ".", "grad", "=", "torch", ...	39	13.181818
def sumcols(msname, col1=None, col2=None, outcol=None, cols=None, suntract=False): """ add col1 to col2, or sum columns in 'cols' list. If subtract, subtract col2 from col1 """ from pyrap.tables import table tab = table(msname, readonly=False) if cols: data = 0 for col in co...	[ "def", "sumcols", "(", "msname", ",", "col1", "=", "None", ",", "col2", "=", "None", ",", "outcol", "=", "None", ",", "cols", "=", "None", ",", "suntract", "=", "False", ")", ":", "from", "pyrap", ".", "tables", "import", "table", "tab", "=", "tabl...	29.208333	18.666667
def doi(self): """ https://es.wikipedia.org/wiki/Identificador_de_objeto_digital :return: a random Spanish CIF or NIE or NIF """ return random.choice([self.cif, self.nie, self.nif])()	[ "def", "doi", "(", "self", ")", ":", "return", "random", ".", "choice", "(", "[", "self", ".", "cif", ",", "self", ".", "nie", ",", "self", ".", "nif", "]", ")", "(", ")" ]	31.142857	18.285714
def encode(self, o): """ Return a JSON string representation of a Python data structure. >>> JSONEncoder().encode({"foo": ["bar", "baz"]}) '{"foo": ["bar", "baz"]}' """ # This is for extremely simple cases and benchmarks. if isinstance(o, basestring): ...	[ "def", "encode", "(", "self", ",", "o", ")", ":", "# This is for extremely simple cases and benchmarks.", "if", "isinstance", "(", "o", ",", "basestring", ")", ":", "if", "isinstance", "(", "o", ",", "str", ")", ":", "_encoding", "=", "self", ".", "encoding"...	41.043478	13.652174
def searchType(libtype): """ Returns the integer value of the library string type. Parameters: libtype (str): LibType to lookup (movie, show, season, episode, artist, album, track, collection) Raises: :class:`plexapi.exceptions.N...	[ "def", "searchType", "(", "libtype", ")", ":", "libtype", "=", "compat", ".", "ustr", "(", "libtype", ")", "if", "libtype", "in", "[", "compat", ".", "ustr", "(", "v", ")", "for", "v", "in", "SEARCHTYPES", ".", "values", "(", ")", "]", ":", "return...	39.733333	18
def _get_new_batch(self, ds_type:DatasetType)->Collection[Tensor]: "Retrieves new batch of DatasetType, and detaches it." return self.learn.data.one_batch(ds_type=ds_type, detach=True, denorm=False, cpu=False)	[ "def", "_get_new_batch", "(", "self", ",", "ds_type", ":", "DatasetType", ")", "->", "Collection", "[", "Tensor", "]", ":", "return", "self", ".", "learn", ".", "data", ".", "one_batch", "(", "ds_type", "=", "ds_type", ",", "detach", "=", "True", ",", ...	74.333333	34.333333
def correct_means(means, opt_t0s, combs): """Applies optimal t0s to gaussians means. Should be around zero afterwards. Parameters ---------- means: numpy array of means of gaussians of all PMT combinations opt_t0s: numpy array of optimal t0 values for all PMTs combs: pmt combinations used ...	[ "def", "correct_means", "(", "means", ",", "opt_t0s", ",", "combs", ")", ":", "corrected_means", "=", "np", ".", "array", "(", "[", "(", "opt_t0s", "[", "comb", "[", "1", "]", "]", "-", "opt_t0s", "[", "comb", "[", "0", "]", "]", ")", "-", "mean"...	31.526316	23.157895
def compile_authors(cell): """ Split the string of author names into the BibJSON format. :param str cell: Data from author cell :return: (list of dicts) Author names """ logger_excel.info("enter compile_authors") author_lst = [] s = cell.split(';') for w in s: author_lst.appe...	[ "def", "compile_authors", "(", "cell", ")", ":", "logger_excel", ".", "info", "(", "\"enter compile_authors\"", ")", "author_lst", "=", "[", "]", "s", "=", "cell", ".", "split", "(", "';'", ")", "for", "w", "in", "s", ":", "author_lst", ".", "append", ...	30	10.307692
def expected_number_of_purchases_up_to_time(self, t): """ Return expected number of repeat purchases up to time t. Calculate the expected number of repeat purchases up to time t for a randomly choose individual from the population. Parameters ---------- t: array...	[ "def", "expected_number_of_purchases_up_to_time", "(", "self", ",", "t", ")", ":", "r", ",", "alpha", ",", "a", ",", "b", "=", "self", ".", "_unload_params", "(", "\"r\"", ",", "\"alpha\"", ",", "\"a\"", ",", "\"b\"", ")", "hyp", "=", "hyp2f1", "(", "r...	30.7	23.1

def find(s): """ Find an amino acid whose name or abbreviation is s. @param s: A C{str} amino acid specifier. This may be a full name, a 3-letter abbreviation or a 1-letter abbreviation. Case is ignored. return: An L{AminoAcid} instance or C{None} if no matching amino acid can be locate...

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29.463415

18.926829

def get_dependent_items(self, item) -> typing.List: """Return the list of data items containing data that directly depends on data in this item.""" with self.__dependency_tree_lock: return copy.copy(self.__dependency_tree_source_to_target_map.get(weakref.ref(item), list()))

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74.75

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def detailxy(self, canvas, button, data_x, data_y): """Motion event in the pick fits window. Show the pointing information under the cursor. """ if button == 0: # TODO: we could track the focus changes to make this check # more efficient chviewer = se...

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38.823529

14

def print_code_table(self, out=sys.stdout): """ Print code table overview """ out.write(u'bits code (value) symbol\n') for symbol, (bitsize, value) in sorted(self._table.items()): out.write(u'{b:4d} {c:10} ({v:5d}) {s!r}\n'.format( b=bitsize,...

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42.555556

16.333333

def is_locked(self): """Return True, if URI is locked.""" if self.provider.lock_manager is None: return False return self.provider.lock_manager.is_url_locked(self.get_ref_url())

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41.8

15.4

def get_temperature(self, channel, sensor='VNTC'): '''Reading temperature ''' # NTC type SEMITEC 103KT1608 http://www.semitec.co.jp/english/products/pdf/KT_Thermistor.pdf # # R_NTC = R_25 * exp(B_NTC * (1/T - 1/T_25)) # # R_NTC measured NTC resistance # R_NTC_25 ...

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55.482759

37.62069

def replace_tab_indent(s, replace=" "): """ :param str s: string with tabs :param str replace: e.g. 4 spaces :rtype: str """ prefix = get_indent_prefix(s) return prefix.replace("\t", replace) + s[len(prefix):]

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29.125

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def auto_up(self, count=1, go_to_start_of_line_if_history_changes=False): """ If we're not on the first line (of a multiline input) go a line up, otherwise go back in history. (If nothing is selected.) """ if self.complete_state: self.complete_previous(count=count) ...

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44.2

15

def update_thumbnail_via_upload(api_key, api_secret, video_key, local_video_image_path='', api_format='json', **kwargs): """ Function which updates the thumbnail for a particular video object with a locally saved image. :param api_key: <string> JWPlatform api-key :param ...

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46.5

24.2

def serialize(self, cls, record): """ Serialize the record to JSON. cls unused in this implementation. >>> s = teststore() >>> s.serialize('tstoretest', {'id': '1', 'name': 'Toto'}) '{"id": "1", "name": "Toto"}' """ return json.dumps(record, cls=self.encoder)

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34.222222

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def typelogged(memb): """Decorator applicable to functions, methods, properties, classes or modules (by explicit call). If applied on a module, memb must be a module or a module name contained in sys.modules. See pytypes.set_global_typelogged_decorator to apply this on all modules. Observes function...

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42.6

15.85

def active(self) -> bool: """Indicate if this RunState is currently active.""" states = self._client.get_state(self._state_url)['states'] for state in states: state = state['State'] if int(state['Id']) == self._state_id: # yes, the ZM API uses the *string*...

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44.111111

13.666667

def set_flushing_policy(flushing_policy): """Serialize this policy for Monitor to pick up.""" if "RAY_USE_NEW_GCS" not in os.environ: raise Exception( "set_flushing_policy() is only available when environment " "variable RAY_USE_NEW_GCS is present at both compile and run time." ...

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43.75

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def reload(request): """Reload local requirements file.""" refresh_packages.clean() refresh_packages.local() refresh_packages.remote() url = request.META.get('HTTP_REFERER') if url: return HttpResponseRedirect(url) else: return HttpResponse('Local requirements list has been r...

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32.1

15

def baldwinsoc_winners(self, profile): """ Returns an integer list that represents all possible winners of a profile under baldwin rule. :ivar Profile profile: A Profile object that represents an election profile. """ ordering = profile.getOrderVectors() m = profile.numC...

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43.180328

20.262295

def create_rich_menu(self, rich_menu, timeout=None): """Call create rich menu API. https://developers.line.me/en/docs/messaging-api/reference/#create-rich-menu :param rich_menu: Inquired to create a rich menu object. :type rich_menu: T <= :py:class:`linebot.models.rich_menu.RichMenu` ...

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40.7

21.6

def count_node_match(self, pattern, adict=None): """ Return the number of nodes that match the pattern. :param pattern: :param adict: :return: int """ mydict = self._filetree if adict is None else adict k = 0 if isinstance(mydict, dict): ...

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26.333333

19.190476

def _GetDataStreams(self): """Retrieves the data streams. Returns: list[TSKDataStream]: data streams. """ if self._data_streams is None: if self._file_system.IsHFS(): known_data_attribute_types = [ pytsk3.TSK_FS_ATTR_TYPE_HFS_DEFAULT, pytsk3.TSK_FS_ATTR_TYPE_...

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32.386364

19.818182

def illumination(x, gamma=1., contrast=1., saturation=1., is_random=False): """Perform illumination augmentation for a single image, randomly or non-randomly. Parameters ----------- x : numpy.array An image with dimension of [row, col, channel] (default). gamma : float Change bright...

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40.211268

27.690141

def setUserPasswdCredentials(self, username, password): """Set username and password in ``disk.0.os.credentials``.""" self.setCredentialValues(username=username, password=password)

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48.5

21.25

def glance(msg, flavor='chat', long=False): """ Extract "headline" info about a message. Use parameter ``long`` to control whether a short or long tuple is returned. When ``flavor`` is ``chat`` (``msg`` being a `Message <https://core.telegram.org/bots/api#message>`_ object): - short: (content_...

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43.702381

32.202381

def diff(self, dim, n=1, label='upper'): """Calculate the n-th order discrete difference along given axis. Parameters ---------- dim : str, optional Dimension over which to calculate the finite difference. n : int, optional The number of times values are ...

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31.825

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def POST(self, **kwargs): r''' .. http:post:: /token Generate a Salt eauth token :status 200: |200| :status 400: |400| :status 401: |401| **Example request:** .. code-block:: bash curl -sSk https://localhost:8000/token \ ...

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27.584906

17.169811

def decompile( bytecode_version, co, out=None, showasm=None, showast=False, timestamp=None, showgrammar=False, code_objects={}, source_size=None, is_pypy=None, magic_int=None, mapstream=None, do_fragments=False): """ ingests and deparses a given code block 'co' if `bytecode_...

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35.891892

19.648649

def make_hasher(algorithm_id): """Create a hashing object for the given signing algorithm.""" if algorithm_id == 1: return hashes.Hash(hashes.SHA1(), default_backend()) elif algorithm_id == 2: return hashes.Hash(hashes.SHA384(), default_backend()) else: raise ValueError("Unsuppor...

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44.375

18.375

def parse_datetime(time_str): """ Wraps dateutil's parser function to set an explicit UTC timezone, and to make sure microseconds are 0. Unified Uploader format and EMK format bother don't use microseconds at all. :param str time_str: The date/time str to parse. :rtype: datetime.datetime :r...

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36.058824

16.176471

def dump_json_data(page): """ Return a python dict representation of this page for use as part of a JSON export. """ def content_langs_ordered(): """ Return a list of languages ordered by the page content with the latest creation date in each. This will be used to ma...

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37.986301

16.356164

def set_printoptions(**kwargs): """Set printing options. These options determine the way JPEG 2000 boxes are displayed. Parameters ---------- short : bool, optional When True, only the box ID, offset, and length are displayed. Useful for displaying only the basic structure or skel...

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33.742857

23.371429

def close_socket(sock): '''Shutdown and close the socket.''' if sock: try: sock.shutdown(socket.SHUT_RDWR) except Exception: pass try: sock.close() except Exception: pass

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22.545455

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def prettyXml(elem): """ Return a pretty-printed XML string for the ElementTree Element. """ roughString = ET.tostring(elem, "utf-8") reparsed = minidom.parseString(roughString) return reparsed.toprettyxml(indent=" ")

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38.833333

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def account(self): """ :returns: Account provided as the authenticating account :rtype: AccountContext """ if self._account is None: self._account = AccountContext(self, self.domain.twilio.account_sid) return self._account

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def scale(self, replicas): """ Scale service container. Args: replicas (int): The number of containers that should be running. Returns: bool: ``True`` if successful. """ if 'Global' in self.attrs['Spec']['Mode'].keys(): raise Invalid...

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def bedrooms(self): """ This method gets the number of bedrooms. :return: """ try: if self._data_from_search: info = self._data_from_search.find( 'ul', {"class": "info"}).text s = info.split('|') nb =...

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def staticbundle(bundle, mimetype=None, **attrs): """ >>> {% staticbundle 'bundlename.css' %} >>> {% staticbundle 'bundlename.css' media='screen' %} >>> {% staticbundle 'bundlename' mimetype='text/css' %} """ config = getattr(settings, 'STATIC_BUNDLES', {}) if settings.DEBUG and 'packages' ...

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def clip(self): """ Clip images based on bounds provided Implementation is borrowed from https://github.com/brendan-ward/rasterio/blob/e3687ce0ccf8ad92844c16d913a6482d5142cf48/rasterio/rio/convert.py """ self.output("Clipping", normal=True) # create new folder for clipp...

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def export_ovf(self): """ Exports OVf of currently iterated VM (dictated by api.env.hosts) :return: ovf location """ # Breaking down SOAP Cookie & # creating Header soap_cookie = self.vcenter_conn._stub.cookie cookies = break_down_cookie(soap_cookie) ...

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def unpackNodeMsg(self, msg, frm) -> None: """ If the message is a batch message validate each message in the batch, otherwise add the message to the node's inbox. :param msg: a node message :param frm: the name of the node that sent this `msg` """ # TODO: why do...

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def create_db(self, models): """Creates the in-memory SQLite database from the model configuration.""" # first create the table definitions self.tables = dict( [ (model_name, self.create_model_table(model)) for model_name, model in iteritems(mo...

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def get_smart_task(self, task_id): """ Return specified transition. Returns a Command. """ def process_result(result): return SmartTask(self, result) return Command('get', [ROOT_SMART_TASKS, task_id], process_result=process_result)

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def ae_partial_waves(self): """Dictionary with the AE partial waves indexed by state.""" ae_partial_waves = OrderedDict() for mesh, values, attrib in self._parse_all_radfuncs("ae_partial_wave"): state = attrib["state"] #val_state = self.valence_states[state] a...

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def values(self, name): """ RETURN VALUES FOR THE GIVEN PATH NAME :param name: :return: """ return list(self.lookup_variables.get(unnest_path(name), Null))

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def column_type(self, column_name): """ Report column type as one of 'local', 'series', or 'function'. Parameters ---------- column_name : str Returns ------- col_type : {'local', 'series', 'function'} 'local' means that the column is part of...

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def _unstructure_seq(self, seq): """Convert a sequence to primitive equivalents.""" # We can reuse the sequence class, so tuples stay tuples. dispatch = self._unstructure_func.dispatch return seq.__class__(dispatch(e.__class__)(e) for e in seq)

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def set_request(self, method=None, sub_url="", data=None, params=None, proxies=None): """ :param method: str of the method of the api_call :param sub_url: str of the url after the uri :param data: dict of form data to be sent with the request :param params: di...

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def for_request(request, body=None): """Creates the context for a specific request.""" tenant, jwt_data = Tenant.objects.for_request(request, body) webhook_sender_id = jwt_data.get('sub') sender_data = None if body and 'item' in body: if 'sender' in body['item']: ...

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def gradient_line(xs, ys, colormap_name='jet', ax=None): '''Plot a 2-d line with a gradient representing ordering. See http://stackoverflow.com/q/8500700/10601 for details.''' if ax is None: ax = plt.gca() cm = plt.get_cmap(colormap_name) npts = len(xs)-1 colors = cm(np.linspace(0, 1, num=npts)) if ha...

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def compile(pattern, flags, code, groups=0, groupindex={}, indexgroup=[None]): """Compiles (or rather just converts) a pattern descriptor to a SRE_Pattern object. Actual compilation to opcodes happens in sre_compile.""" return SRE_Pattern(pattern, flags, code, groups, groupindex, indexgroup)

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def QA_fetch_stock_financial_calendar_adv(code, start="all", end=None, format='pd', collections=DATABASE.report_calendar): '获取股票日线' #code= [code] if isinstance(code,str) else code end = start if end is None else end start = str(start)[0:10] end = str(end)[0:10] # code checking if start == '...

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def unauthorized_view(self): """ Prepare a Flash message and redirect to USER_UNAUTHORIZED_ENDPOINT""" # Prepare Flash message url = request.script_root + request.path flash(_("You do not have permission to access '%(url)s'.", url=url), 'error') # Redirect to USER_UNAUTHORIZED_E...

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def _needs_evaluation(self) -> bool: """ Returns True when: 1. Where clause is not specified 2. Where WHERE clause is specified and it evaluates to True Returns false if a where clause is specified and it evaluates to False """ return self._schema.when is ...

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def get(self, name): '''get a setting''' if not name in self._vars: raise AttributeError setting = self._vars[name] return setting.value

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def remove_unique_identity(cls, sh_db, uuid): """Delete a unique identity from SortingHat. :param sh_db: SortingHat database :param uuid: Unique identity identifier """ success = False try: api.delete_unique_identity(sh_db, uuid) logger.debug("Uni...

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def transform(self, X, y=None): """Dummy encode the categorical columns in X Parameters ---------- X : pd.DataFrame or dd.DataFrame y : ignored Returns ------- transformed : pd.DataFrame or dd.DataFrame Same type as the input """ ...

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def correct_absolute_refs(self, construction_table): """Reindexe construction_table if linear reference in first three rows present. Uses :meth:`~Cartesian.check_absolute_refs` to obtain the problematic indices. Args: construction_table (pd.DataFrame): Retu...

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def red_dim(self, array): """ This function reduces the dimensions of an array until it is no longer of length 1. """ while isinstance(array, list) == True or \ isinstance(array, np.ndarray) == True: try: if len(array) == 1: ...

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def _peek(self, chars=1): """ Peek at the data in the server response. Peeking should only be done when the response can be predicted. Make sure that the socket will not block by requesting too much data from it while peeking. Args: chars -- the number of charac...

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def verbosity(verbosity): """ Convert the number of times the user specified '-v' on the command-line into a log level. """ verbosity = int(verbosity) if verbosity == 0: return logging.WARNING if verbosity == 1: return logging.INFO if verbosity == 2: return logg...

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def cache(self, running): """ save / update this gear into Ariane server cache :param running: the new running value (True or False) :return: """ LOGGER.debug("InjectorGearSkeleton.cache") self.running = running if running is not None else False return sel...

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def ubridge(self): """ Returns the uBridge hypervisor. :returns: instance of uBridge """ if self._ubridge_hypervisor and not self._ubridge_hypervisor.is_running(): self._ubridge_hypervisor = None return self._ubridge_hypervisor

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def length_plots(array, name, path, title=None, n50=None, color="#4CB391", figformat="png"): """Create histogram of normal and log transformed read lengths.""" logging.info("Nanoplotter: Creating length plots for {}.".format(name)) maxvalx = np.amax(array) if n50: logging.info("Nanoplotter: Usin...

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def cache_model(key_params, timeout='default'): """ Caching decorator for app models in task.perform """ def decorator_fn(fn): return CacheModelDecorator().decorate(key_params, timeout, fn) return decorator_fn

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def print_location(**kwargs): """ :param kwargs: Pass in the arguments to the function and they will be printed too! """ stack = inspect.stack()[1] debug_print('{}:{} {}()'.format(stack[1], stack[2], stack[3])) for k, v in kwargs.items(): lesser_debug_print('{} = {}'.format(k, v))

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def _past_datetime_from(self): """ The datetime this event previously started in the local time zone, or None if it never did. """ prevDt = self.__localBefore(timezone.localtime(), dt.time.max, excludeCancellations=True, ...

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def get_related_entry_admin_url(entry): """ Returns admin URL for specified entry instance. :param entry: the entry instance. :return: str. """ namespaces = { Document: 'wagtaildocs:edit', Link: 'wagtaillinks:edit', Page: 'wagtailadmin_pages:edit', } ...

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def file_hash(load, fnd): ''' Return a file hash, the hash type is set in the master config file ''' if 'env' in load: # "env" is not supported; Use "saltenv". load.pop('env') if not all(x in load for x in ('path', 'saltenv')): return '' saltenv = load['saltenv'] if ...

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def tcc(text: str) -> str: """ TCC generator, generates Thai Character Clusters :param str text: text to be tokenized to character clusters :return: subword (character cluster) """ if not text or not isinstance(text, str): return "" p = 0 while p < len(text): m = PAT_TCC...

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def _format_name(self, name, surname, snake_case=False): """Format a first name and a surname into a cohesive string. Note that either name or surname can be empty strings, and formatting will still succeed. :param str name: A first name. :param str surname: A surname. ...

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def get(self): """ Returns state if defined else it raises a ValueError. See also Publisher.get(). :raises ValueError: if this publisher is not initialized and has not received any emits. """ if self._state is not NONE: return self._state return P...

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def verify_keys(self): """Verify that the public and private key combination is valid; raises MollomAuthenticationError otherwise""" verify_keys_endpoint = Template("${rest_root}/site/${public_key}") url = verify_keys_endpoint.substitute(rest_root=self._rest_root, public_key=self._public_key) ...

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def _repeat_bytes(byt, rep): """ Get a long number for a byte being repeated for many times. This is part of the effort of optimizing performance of angr's memory operations. :param int byt: the byte to repeat :param int rep: times to repeat the byte :return: a long inte...

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def get_file_path(dotted_path, extension='json'): """ Reads a dotted file path and returns the file path. """ # If the operating system's file path seperator character is in the string if os.sep in dotted_path or '/' in dotted_path: # Assume the path is a valid file path return dotte...

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def delete(method, hmc, uri, uri_parms, logon_required): """Operation: Delete <resource>.""" try: resource = hmc.lookup_by_uri(uri) except KeyError: raise InvalidResourceError(method, uri) resource.manager.remove(resource.oid)

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def get_frame(): """Returns a QFrame formatted in a particular way""" ret = QFrame() ret.setLineWidth(1) ret.setMidLineWidth(0) ret.setFrameShadow(QFrame.Sunken) ret.setFrameShape(QFrame.Box) return ret

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def __retrieve_internal_blob(self, key): ''' Retrieve file location from cache DB ''' logger = getLogger() with self.get_conn() as conn: try: c = conn.cursor() if key is None: c.execute("SELECT compressed, blob_data FROM blo...

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25.583333

def TaubinSVD(XY): """ algebraic circle fit input: list [[x_1, y_1], [x_2, y_2], ....] output: a, b, r. a and b are the center of the fitting circle, and r is the radius Algebraic circle fit by Taubin G. Taubin, "Estimation Of Planar Curves, Surfaces And Nonplanar Space Cu...

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41.5

18.5

def calc_pan_pct(self, viewer, pad=0): """Calculate values for vertical/horizontal panning by percentages from the current pan position. """ limits = viewer.get_limits() tr = viewer.tform['data_to_scrollbar'] # calculate the corners of the entire image in unscaled carte...

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37.38

18.12

def __get_match_result(self, ret, ret2): """ Getting match result """ if self.another_compare == "__MATCH_AND__": return ret and ret2 elif self.another_compare == "__MATCH_OR__": return ret or ret2 return ret

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30.222222

8.444444

def dump_stats(self): """Logs statistics of our operation.""" log.info('Dumping statistics:') stats = [] stats.append( 'client-request-errors {}'.format(self._client_request_errors)) stats.append('denied-allocations {}'.format(self._denied_allocations)) stats....

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48.846154

22

def remove_platform(name, server_url): ''' To remove specified ASAM platform from the Novell Fan-Out Driver CLI Example: .. code-block:: bash salt-run asam.remove_platform my-test-vm prov1.domain.com ''' config = _get_asam_configuration(server_url) if not config: return Fa...

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31.553571

24.410714

def isMasterDegraded(self): """ Return whether the master instance is slow. """ if self.acc_monitor: self.acc_monitor.update_time(time.perf_counter()) return self.acc_monitor.is_master_degraded() else: return (self.instances.masterId is not Non...

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50.2

21

def find_alliteration(self): """ Find alliterations in the complete verse. :return: """ if len(self.phonological_features_text) == 0: logger.error("No phonological transcription found") raise ValueError else: first_sounds = [] ...

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49.03125

19.15625

def parse_changelog(args: Any) -> Tuple[str, str]: """Return an updated changelog and and the list of changes.""" with open("CHANGELOG.rst", "r") as file: match = re.match( pattern=r"(.*?Unreleased\n---+\n)(.+?)(\n*[^\n]+\n---+\n.*)", string=file.read(), flags=re.DOTA...

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35.470588

18.647059

def is_ordered(self): """ True if site is an ordered site, i.e., with a single species with occupancy 1. """ totaloccu = self.species.num_atoms return totaloccu == 1 and len(self.species) == 1

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33.428571

12.857143

def decorate_function(self, name, decorator): """ Decorate function with given name with given decorator. :param str name: Name of the function. :param callable decorator: Decorator callback. """ self.functions[name] = decorator(self.functions[name])

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36.5

13.75

def padDigitalData(self, dig_data, n): """Pad dig_data with its last element so that the new array is a multiple of n. """ n = int(n) l0 = len(dig_data) if l0 % n == 0: return dig_data # no need of padding else: ladd = n - (l0 % n) ...

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35.538462

12.076923

def list_menu(self, options, title="Choose a value", message="Choose a value", default=None, **kwargs): """ Show a single-selection list menu Usage: C{dialog.list_menu(options, title="Choose a value", message="Choose a value", default=None, **kwargs)} @param options: li...

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38.333333

21.296296

def solve_filter(expr, vars): """Filter values on the LHS by evaluating RHS with each value. Returns any LHS values for which RHS evaluates to a true value. """ lhs_values, _ = __solve_for_repeated(expr.lhs, vars) def lazy_filter(): for lhs_value in repeated.getvalues(lhs_values): ...

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35.461538

20.307692

def _get_dense_tensor(self, inputs, weight_collections=None, trainable=None): """Returns a `Tensor` to represent this feature in the input_layer().""" del weight_collections, trainable # Unused. m = module.Module(self.module_spec, trainable=False) images = inputs.get(self) return m({"images": image...

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53

13.333333

def prob(self, word: str) -> float: """ Return probability of an input word, according to the spelling dictionary :param str word: A word to check its probability of occurrence """ return self.__WORDS[word] / self.__WORDS_TOTAL

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37.428571

18.571429

def with_aad_device_authentication(cls, connection_string, authority_id="common"): """Creates a KustoConnection string builder that will authenticate with AAD application and password. :param str connection_string: Kusto connection string should by of the format: https://<clusterName>.kusto.w...

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53.818182

26.181818

def fetch(self): """ Fetch a AssetVersionInstance :returns: Fetched AssetVersionInstance :rtype: twilio.rest.serverless.v1.service.asset.asset_version.AssetVersionInstance """ params = values.of({}) payload = self._version.fetch( 'GET', s...

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26.636364

18

def set_grads(params, params_with_grad): """ Copies gradients from param_with_grad to params :param params: dst parameters :param params_with_grad: src parameters """ for param, param_w_grad in zip(params, params_with_grad): if param.grad is None: ...

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39

13.181818

def sumcols(msname, col1=None, col2=None, outcol=None, cols=None, suntract=False): """ add col1 to col2, or sum columns in 'cols' list. If subtract, subtract col2 from col1 """ from pyrap.tables import table tab = table(msname, readonly=False) if cols: data = 0 for col in co...

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29.208333

18.666667

def doi(self): """ https://es.wikipedia.org/wiki/Identificador_de_objeto_digital :return: a random Spanish CIF or NIE or NIF """ return random.choice([self.cif, self.nie, self.nif])()

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31.142857

18.285714

def encode(self, o): """ Return a JSON string representation of a Python data structure. >>> JSONEncoder().encode({"foo": ["bar", "baz"]}) '{"foo": ["bar", "baz"]}' """ # This is for extremely simple cases and benchmarks. if isinstance(o, basestring): ...

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41.043478

13.652174

def searchType(libtype): """ Returns the integer value of the library string type. Parameters: libtype (str): LibType to lookup (movie, show, season, episode, artist, album, track, collection) Raises: :class:`plexapi.exceptions.N...

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39.733333

18

def _get_new_batch(self, ds_type:DatasetType)->Collection[Tensor]: "Retrieves new batch of DatasetType, and detaches it." return self.learn.data.one_batch(ds_type=ds_type, detach=True, denorm=False, cpu=False)

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74.333333

34.333333

def correct_means(means, opt_t0s, combs): """Applies optimal t0s to gaussians means. Should be around zero afterwards. Parameters ---------- means: numpy array of means of gaussians of all PMT combinations opt_t0s: numpy array of optimal t0 values for all PMTs combs: pmt combinations used ...

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31.526316

23.157895

def compile_authors(cell): """ Split the string of author names into the BibJSON format. :param str cell: Data from author cell :return: (list of dicts) Author names """ logger_excel.info("enter compile_authors") author_lst = [] s = cell.split(';') for w in s: author_lst.appe...

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30

10.307692

def expected_number_of_purchases_up_to_time(self, t): """ Return expected number of repeat purchases up to time t. Calculate the expected number of repeat purchases up to time t for a randomly choose individual from the population. Parameters ---------- t: array...

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30.7

23.1