kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def check_all(self, all_entries, args, *kwargs): """ Go through lists of entries, find overlaps among each, return the total """ all_overlaps = 0 while True: try: user_entries = all_entries.next() except StopIteration: ret...	[ "def", "check_all", "(", "self", ",", "all_entries", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "all_overlaps", "=", "0", "while", "True", ":", "try", ":", "user_entries", "=", "all_entries", ".", "next", "(", ")", "except", "StopIteration", ...	35.714286	13.571429
async def connect(self): """ Connects to the voice channel associated with this Player. """ await self.node.join_voice_channel(self.channel.guild.id, self.channel.id)	[ "async", "def", "connect", "(", "self", ")", ":", "await", "self", ".", "node", ".", "join_voice_channel", "(", "self", ".", "channel", ".", "guild", ".", "id", ",", "self", ".", "channel", ".", "id", ")" ]	38.8	16.8
def get_version(version): """Dynamically calculate the version based on VERSION tuple.""" if len(version) > 2 and version[2] is not None: if isinstance(version[2], int): str_version = "%s.%s.%s" % version[:3] else: str_version = "%s.%s_%s" % version[:3] else: ...	[ "def", "get_version", "(", "version", ")", ":", "if", "len", "(", "version", ")", ">", "2", "and", "version", "[", "2", "]", "is", "not", "None", ":", "if", "isinstance", "(", "version", "[", "2", "]", ",", "int", ")", ":", "str_version", "=", "\...	33.545455	15.090909
def add_weights(self, name, nin, nout, mean=0, std=0, sparsity=0, diagonal=0): '''Helper method to create a new weight matrix. Parameters ---------- name : str Name of the parameter to add. nin : int Size of "input" for this weight matrix. nout : ...	[ "def", "add_weights", "(", "self", ",", "name", ",", "nin", ",", "nout", ",", "mean", "=", "0", ",", "std", "=", "0", ",", "sparsity", "=", "0", ",", "diagonal", "=", "0", ")", ":", "glorot", "=", "1", "/", "np", ".", "sqrt", "(", "nin", "+",...	44.342857	19.6
def envs(ignore_cache=False): ''' Return a list of refs that can be used as environments ''' if not ignore_cache: env_cache = os.path.join(__opts__['cachedir'], 'svnfs/envs.p') cache_match = salt.fileserver.check_env_cache(__opts__, env_cache) if cache_match is not None: ...	[ "def", "envs", "(", "ignore_cache", "=", "False", ")", ":", "if", "not", "ignore_cache", ":", "env_cache", "=", "os", ".", "path", ".", "join", "(", "__opts__", "[", "'cachedir'", "]", ",", "'svnfs/envs.p'", ")", "cache_match", "=", "salt", ".", "fileser...	35.125	19.175
def params(self): """ Read self params from configuration. """ parser = JinjaInterpolationNamespace() parser.read(self.configuration) return dict(parser['params'] or {})	[ "def", "params", "(", "self", ")", ":", "parser", "=", "JinjaInterpolationNamespace", "(", ")", "parser", ".", "read", "(", "self", ".", "configuration", ")", "return", "dict", "(", "parser", "[", "'params'", "]", "or", "{", "}", ")" ]	39.4	6.6
def create_sparse_dtm(vocab, doc_labels, docs_terms, sum_uniques_per_doc): """ Create a sparse document-term-matrix (DTM) as scipy "coo_matrix" from vocabulary array `vocab`, document IDs/labels array `doc_labels`, dict of doc_label -> document terms `docs_terms` and the sum of unique terms per document...	[ "def", "create_sparse_dtm", "(", "vocab", ",", "doc_labels", ",", "docs_terms", ",", "sum_uniques_per_doc", ")", ":", "vocab_sorter", "=", "np", ".", "argsort", "(", "vocab", ")", "# indices that sort <vocab>", "nvocab", "=", "len", "(", "vocab", ")", "ndocs", ...	49.434783	32.173913
def hincr(self, name, key, amount=1): """ Increase the value of ``key`` in hash ``name`` by ``amount``. If no key exists, the value will be initialized as ``amount`` Like Redis.HINCR :param string name: the hash name :param string key: the key name ...	[ "def", "hincr", "(", "self", ",", "name", ",", "key", ",", "amount", "=", "1", ")", ":", "amount", "=", "get_integer", "(", "'amount'", ",", "amount", ")", "return", "self", ".", "execute_command", "(", "'hincr'", ",", "name", ",", "key", ",", "amoun...	34.5	18.333333
def run(self): """ The body of the tread: read lines and put them on the queue. """ try: for line in iter(self._fd.readline, False): if line is not None: if self._althandler: if self._althandler(line): ...	[ "def", "run", "(", "self", ")", ":", "try", ":", "for", "line", "in", "iter", "(", "self", ".", "_fd", ".", "readline", ",", "False", ")", ":", "if", "line", "is", "not", "None", ":", "if", "self", ".", "_althandler", ":", "if", "self", ".", "_...	39.444444	14.444444
def access_array(self, id_, lineno, scope=None, default_type=None): """ Called whenever an accessed variable is expected to be an array. ZX BASIC requires arrays to be declared before usage, so they're checked. Also checks for class array. """ if not self.check_i...	[ "def", "access_array", "(", "self", ",", "id_", ",", "lineno", ",", "scope", "=", "None", ",", "default_type", "=", "None", ")", ":", "if", "not", "self", ".", "check_is_declared", "(", "id_", ",", "lineno", ",", "'array'", ",", "scope", ")", ":", "r...	36.333333	24.466667
def set_size(self, size): """ choose a preset size for the plot :param size: 'small' for documents or 'large' for presentations """ if size == 'small': self._set_size_small() elif size == 'large': self._set_size_large() else: raise Valu...	[ "def", "set_size", "(", "self", ",", "size", ")", ":", "if", "size", "==", "'small'", ":", "self", ".", "_set_size_small", "(", ")", "elif", "size", "==", "'large'", ":", "self", ".", "_set_size_large", "(", ")", "else", ":", "raise", "ValueError", "("...	34.8	12.8
def status(self, order_id): '''Checks imagery order status. There can be more than one image per order and this function returns the status of all images within the order. Args: order_id (str): The id of the order placed. Returns: List ...	[ "def", "status", "(", "self", ",", "order_id", ")", ":", "self", ".", "logger", ".", "debug", "(", "'Get status of order '", "+", "order_id", ")", "url", "=", "'%(base_url)s/order/%(order_id)s'", "%", "{", "'base_url'", ":", "self", ".", "base_url", ",", "'o...	37.05	23.25
def sort(self, key=None, reverse=False): """ Same as Molecule.sort(), also remaps nodes in graph. :param key: :param reverse: :return: """ old_molecule = self.molecule.copy() # sort Molecule self.molecule._sites = sorted(self.molecule._sites, key...	[ "def", "sort", "(", "self", ",", "key", "=", "None", ",", "reverse", "=", "False", ")", ":", "old_molecule", "=", "self", ".", "molecule", ".", "copy", "(", ")", "# sort Molecule", "self", ".", "molecule", ".", "_sites", "=", "sorted", "(", "self", "...	35.25	18
def a_unexpected_prompt(ctx): """Provide message when received humphost prompt.""" prompt = ctx.ctrl.match.group(0) ctx.msg = "Received the jump host prompt: '{}'".format(prompt) ctx.device.connected = False ctx.finished = True raise ConnectionError("Unable to connect to the device.", ctx.ctrl.h...	[ "def", "a_unexpected_prompt", "(", "ctx", ")", ":", "prompt", "=", "ctx", ".", "ctrl", ".", "match", ".", "group", "(", "0", ")", "ctx", ".", "msg", "=", "\"Received the jump host prompt: '{}'\"", ".", "format", "(", "prompt", ")", "ctx", ".", "device", ...	46	15.142857
def _set_server_ip(self, v, load=False): """ Setter method for server_ip, mapped from YANG variable /nas/server_ip (list) If this variable is read-only (config: false) in the source YANG file, then _set_server_ip is considered as a private method. Backends looking to populate this variable should ...	[ "def", "_set_server_ip", "(", "self", ",", "v", ",", "load", "=", "False", ")", ":", "if", "hasattr", "(", "v", ",", "\"_utype\"", ")", ":", "v", "=", "v", ".", "_utype", "(", "v", ")", "try", ":", "t", "=", "YANGDynClass", "(", "v", ",", "base...	110.909091	52.636364
def check_format(format, subtype=None, endian=None): """Check if the combination of format/subtype/endian is valid. Examples -------- >>> import soundfile as sf >>> sf.check_format('WAV', 'PCM_24') True >>> sf.check_format('FLAC', 'VORBIS') False """ try: return bool(_f...	[ "def", "check_format", "(", "format", ",", "subtype", "=", "None", ",", "endian", "=", "None", ")", ":", "try", ":", "return", "bool", "(", "_format_int", "(", "format", ",", "subtype", ",", "endian", ")", ")", "except", "(", "ValueError", ",", "TypeEr...	24.8125	18.5
def set_default_args(self, default_args): """Set default args for commands in collection. Default args are used when the corresponding args aren't passed on the command line or in a direct call. """ for name, args in default_args.items(): command = self[name] ...	[ "def", "set_default_args", "(", "self", ",", "default_args", ")", ":", "for", "name", ",", "args", "in", "default_args", ".", "items", "(", ")", ":", "command", "=", "self", "[", "name", "]", "command", ".", "default_args", "=", "default_args", ".", "get...	37.6	16.6
def generateTarball(self, file_object): ''' Write a tarball of the current component/target to the file object "file_object", which must already be open for writing at position 0 ''' archive_name = '%s-%s' % (self.getName(), self.getVersion()) def filterArchive(tarinfo): ...	[ "def", "generateTarball", "(", "self", ",", "file_object", ")", ":", "archive_name", "=", "'%s-%s'", "%", "(", "self", ".", "getName", "(", ")", ",", "self", ".", "getVersion", "(", ")", ")", "def", "filterArchive", "(", "tarinfo", ")", ":", "if", "tar...	48.111111	20
def get_sample_contacts_formatted_emails(self, sample): """Returns a list with the formatted emails from sample contacts """ contacts = list(set([sample.getContact()] + sample.getCCContact())) return map(self.get_contact_formatted_email, contacts)	[ "def", "get_sample_contacts_formatted_emails", "(", "self", ",", "sample", ")", ":", "contacts", "=", "list", "(", "set", "(", "[", "sample", ".", "getContact", "(", ")", "]", "+", "sample", ".", "getCCContact", "(", ")", ")", ")", "return", "map", "(", ...	55	14.4
def mugshot2to3(old): """ Upgrader for L{Mugshot} from version 2 to version 3, which re-thumbnails the mugshot to take into account the new value of L{Mugshot.smallerSize}. """ new = old.upgradeVersion(Mugshot.typeName, 2, 3, person=old.person, ...	[ "def", "mugshot2to3", "(", "old", ")", ":", "new", "=", "old", ".", "upgradeVersion", "(", "Mugshot", ".", "typeName", ",", "2", ",", "3", ",", "person", "=", "old", ".", "person", ",", "type", "=", "old", ".", "type", ",", "body", "=", "old", "....	43.076923	15.076923
def push_fbo(self, fbo, offset, csize): """ Push an FBO on the stack. This activates the framebuffer and causes subsequent rendering to be written to the framebuffer rather than the canvas's back buffer. This will also set the canvas viewport to cover the boundaries of the ...	[ "def", "push_fbo", "(", "self", ",", "fbo", ",", "offset", ",", "csize", ")", ":", "self", ".", "_fb_stack", ".", "append", "(", "(", "fbo", ",", "offset", ",", "csize", ")", ")", "try", ":", "fbo", ".", "activate", "(", ")", "h", ",", "w", "="...	34.793103	18.586207
def invalidate_object(self, address, state = 'stale'): """Force cache item state change (to 'worse' state only). :Parameters: - `state`: the new state requested. :Types: - `state`: `str`""" self._lock.acquire() try: item = self.get_item(addres...	[ "def", "invalidate_object", "(", "self", ",", "address", ",", "state", "=", "'stale'", ")", ":", "self", ".", "_lock", ".", "acquire", "(", ")", "try", ":", "item", "=", "self", ".", "get_item", "(", "address", ")", "if", "item", "and", "item", ".", ...	33.0625	13.4375
def save_to_local(self, callback_etat=print): """ Saved current in memory base to local file. It's a backup, not a convenient way to update datas :param callback_etat: state callback, taking str,int,int as args """ callback_etat("Aquisition...", 0, 3) d = self.d...	[ "def", "save_to_local", "(", "self", ",", "callback_etat", "=", "print", ")", ":", "callback_etat", "(", "\"Aquisition...\"", ",", "0", ",", "3", ")", "d", "=", "self", ".", "dumps", "(", ")", "s", "=", "json", ".", "dumps", "(", "d", ",", "indent", ...	40.157895	14.052632
def request_session(token, url=None): """ Requests a WebSocket session for the Real-Time Messaging API. Returns a SessionMetadata object containing the information retrieved from the API call. """ if url is None: api = SlackApi() else: api = SlackApi(url) response = api.rtm.start(token=token) return Ses...	[ "def", "request_session", "(", "token", ",", "url", "=", "None", ")", ":", "if", "url", "is", "None", ":", "api", "=", "SlackApi", "(", ")", "else", ":", "api", "=", "SlackApi", "(", "url", ")", "response", "=", "api", ".", "rtm", ".", "start", "...	24.357143	19.357143
def isHandlerPresent(self, event_name): """Check if an event has an handler.""" if event_name not in self.handlers: raise ValueError('{} is not a valid event'.format(event_name)) return self.handlers[event_name] is not None	[ "def", "isHandlerPresent", "(", "self", ",", "event_name", ")", ":", "if", "event_name", "not", "in", "self", ".", "handlers", ":", "raise", "ValueError", "(", "'{} is not a valid event'", ".", "format", "(", "event_name", ")", ")", "return", "self", ".", "h...	51	10
def library_pg(args, l, config): """Report on the operation of a Postgres Library database""" import tabulate import terminaltables from textwrap import fill from ambry.util.text import getTerminalSize import sys if args.connect: try: l.database.connection.execute('SELEC...	[ "def", "library_pg", "(", "args", ",", "l", ",", "config", ")", ":", "import", "tabulate", "import", "terminaltables", "from", "textwrap", "import", "fill", "from", "ambry", ".", "util", ".", "text", "import", "getTerminalSize", "import", "sys", "if", "args"...	32.571429	23.178571
def _count_fields_recursive(dataset, fields): """Cuenta la información de campos optativos/recomendados/requeridos desde 'fields', y cuenta la ocurrencia de los mismos en 'dataset'. Args: dataset (dict): diccionario con claves a ser verificadas. fields (dict): diccionario con los campos a v...	[ "def", "_count_fields_recursive", "(", "dataset", ",", "fields", ")", ":", "key_count", "=", "{", "'recomendado'", ":", "0", ",", "'optativo'", ":", "0", ",", "'requerido'", ":", "0", ",", "'total_optativo'", ":", "0", ",", "'total_recomendado'", ":", "0", ...	38.425926	20.703704
def view_cookies(self): """ View current cookies in the `requests.Session()` object Returns: List of Dicts, one cookie per Dict. """ return_list = [] for cookie in self._session.cookies: return_list.append(vars(cookie)) return return_list	[ "def", "view_cookies", "(", "self", ")", ":", "return_list", "=", "[", "]", "for", "cookie", "in", "self", ".", "_session", ".", "cookies", ":", "return_list", ".", "append", "(", "vars", "(", "cookie", ")", ")", "return", "return_list" ]	27.454545	15.818182
def remove_user(name, profile='github'): ''' Remove a Github user by name. name The user for which to obtain information. profile The name of the profile configuration to use. Defaults to ``github``. CLI Example: .. code-block:: bash salt myminion github.remove_user ...	[ "def", "remove_user", "(", "name", ",", "profile", "=", "'github'", ")", ":", "client", "=", "_get_client", "(", "profile", ")", "organization", "=", "client", ".", "get_organization", "(", "_get_config_value", "(", "profile", ",", "'org_name'", ")", ")", "t...	23.28125	22.90625
def all_faces_with_verts(self, v_indices, as_boolean=False): ''' returns all of the faces that contain at least one of the vertices in v_indices ''' import numpy as np included_vertices = np.zeros(self.v.shape[0], dtype=bool) included_vertices[np.array(v_indices, dtype=np...	[ "def", "all_faces_with_verts", "(", "self", ",", "v_indices", ",", "as_boolean", "=", "False", ")", ":", "import", "numpy", "as", "np", "included_vertices", "=", "np", ".", "zeros", "(", "self", ".", "v", ".", "shape", "[", "0", "]", ",", "dtype", "=",...	45.181818	22.454545
def _get_stack(self, orchestration_client, stack_name): """Get the ID for the current deployed overcloud stack if it exists.""" try: stack = orchestration_client.stacks.get(stack_name) self.log.info("Stack found, will be doing a stack update") return stack ex...	[ "def", "_get_stack", "(", "self", ",", "orchestration_client", ",", "stack_name", ")", ":", "try", ":", "stack", "=", "orchestration_client", ".", "stacks", ".", "get", "(", "stack_name", ")", "self", ".", "log", ".", "info", "(", "\"Stack found, will be doing...	44.888889	21.888889
def fire_hooks(ctx, document, elem, element, hooks): """Fire hooks on newly created element. For each newly created element we will try to find defined hooks and execute them. :Args: - ctx (:class:`Context`): Context object - document (:class:`ooxml.doc.Document`): Document object - elem...	[ "def", "fire_hooks", "(", "ctx", ",", "document", ",", "elem", ",", "element", ",", "hooks", ")", ":", "if", "not", "hooks", ":", "return", "for", "hook", "in", "hooks", ":", "hook", "(", "ctx", ",", "document", ",", "elem", ",", "element", ")" ]	31.277778	22.055556
def host(self): # pylint: disable=too-many-branches """Get a passive checks for an host and its services This function builds the external commands corresponding to the host and services provided information :param host_name: host name :param data: dictionary of the hos...	[ "def", "host", "(", "self", ")", ":", "# pylint: disable=too-many-branches", "logger", ".", "debug", "(", "\"Host status...\"", ")", "if", "cherrypy", ".", "request", ".", "method", "not", "in", "[", "\"PATCH\"", ",", "\"POST\"", "]", ":", "cherrypy", ".", "...	40.804348	21.217391
def pad(text, bits=32): """ Pads the inputted text to ensure it fits the proper block length for encryption. :param text \| <str> bits \| <int> :return <str> """ return text + (bits - len(text) % bits) * chr(bits - len(text) % bits)	[ "def", "pad", "(", "text", ",", "bits", "=", "32", ")", ":", "return", "text", "+", "(", "bits", "-", "len", "(", "text", ")", "%", "bits", ")", "*", "chr", "(", "bits", "-", "len", "(", "text", ")", "%", "bits", ")" ]	25.727273	19.545455
def apply(self, func, args, *kwargs): """Apply the provided function and combine the results together in the same way as apply from groupby in pandas. This returns a DataFrame. """ self._prep_pandas_groupby() def key_by_index(data): """Key each row by its ...	[ "def", "apply", "(", "self", ",", "func", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "self", ".", "_prep_pandas_groupby", "(", ")", "def", "key_by_index", "(", "data", ")", ":", "\"\"\"Key each row by its index.\n \"\"\"", "# TODO: Is there ...	39.88	13.44
def create_ecdsa_public_and_private_from_pem(pem, password=None): """ <Purpose> Create public and private ECDSA keys from a private 'pem'. The public and private keys are strings in PEM format: public: '-----BEGIN PUBLIC KEY----- ... -----END PUBLIC KEY-----', private: '-----BEGIN EC PRIVATE KEY--...	[ "def", "create_ecdsa_public_and_private_from_pem", "(", "pem", ",", "password", "=", "None", ")", ":", "# Does 'pem' have the correct format?", "# This check will ensure 'pem' conforms to", "# 'securesystemslib.formats.ECDSARSA_SCHEMA'.", "securesystemslib", ".", "formats", ".", "P...	36	27.176471
def cross_lists(*sets): """Return the cross product of the arguments""" wheels = [iter(_) for _ in sets] digits = [next(it) for it in wheels] while True: yield digits[:] for i in range(len(digits)-1, -1, -1): try: digits[i] = next(wheels[i]) br...	[ "def", "cross_lists", "(", "*", "sets", ")", ":", "wheels", "=", "[", "iter", "(", "_", ")", "for", "_", "in", "sets", "]", "digits", "=", "[", "next", "(", "it", ")", "for", "it", "in", "wheels", "]", "while", "True", ":", "yield", "digits", "...	30.733333	11.733333
def get_global_parameters(config_names=("core", "scheduler", "worker", "retcode")): """ Returns a list of global, luigi-internal configuration parameters. Each list item is a 4-tuple containing the configuration class, the parameter instance, the parameter name, and the full parameter name in the cli. W...	[ "def", "get_global_parameters", "(", "config_names", "=", "(", "\"core\"", ",", "\"scheduler\"", ",", "\"worker\"", ",", "\"retcode\"", ")", ")", ":", "params", "=", "[", "]", "for", "cls", "in", "luigi", ".", "task", ".", "Config", ".", "__subclasses__", ...	41.416667	25.583333
def exe_cmd(*cmds): """Executes commands in a new shell. Directing stderr to PIPE. This is fastboot's own exe_cmd because of its peculiar way of writing non-error info to stderr. Args: cmds: A sequence of commands and arguments. Returns: The output of the command run. Raises:...	[ "def", "exe_cmd", "(", "*", "cmds", ")", ":", "cmd", "=", "' '", ".", "join", "(", "cmds", ")", "proc", "=", "Popen", "(", "cmd", ",", "stdout", "=", "PIPE", ",", "stderr", "=", "PIPE", ",", "shell", "=", "True", ")", "(", "out", ",", "err", ...	26	22.142857
def getvalue(x): """Return the single value of x or raise TypError if more than one value.""" if isrepeating(x): raise TypeError( "Ambiguous call to getvalue for %r which has more than one value." % x) for value in getvalues(x): return value	[ "def", "getvalue", "(", "x", ")", ":", "if", "isrepeating", "(", "x", ")", ":", "raise", "TypeError", "(", "\"Ambiguous call to getvalue for %r which has more than one value.\"", "%", "x", ")", "for", "value", "in", "getvalues", "(", "x", ")", ":", "return", "...	31.777778	21.111111
def _get_codename(self, pathname, basename): """Return (filename, archivename) for the path. Given a module name path, return the correct file path and archive name, compiling if necessary. For example, given /python/lib/string, return (/python/lib/string.pyc, string). """ ...	[ "def", "_get_codename", "(", "self", ",", "pathname", ",", "basename", ")", ":", "file_py", "=", "pathname", "+", "\".py\"", "file_pyc", "=", "pathname", "+", "\".pyc\"", "file_pyo", "=", "pathname", "+", "\".pyo\"", "if", "os", ".", "path", ".", "isfile",...	41.068966	14.517241
def complete_abstract_value( exe_context, # type: ExecutionContext return_type, # type: Union[GraphQLInterfaceType, GraphQLUnionType] field_asts, # type: List[Field] info, # type: ResolveInfo path, # type: List[Union[int, str]] result, # type: Any ): # type: (...) -> Dict[str, Any] ...	[ "def", "complete_abstract_value", "(", "exe_context", ",", "# type: ExecutionContext", "return_type", ",", "# type: Union[GraphQLInterfaceType, GraphQLUnionType]", "field_asts", ",", "# type: List[Field]", "info", ",", "# type: ResolveInfo", "path", ",", "# type: List[Union[int, st...	37.085106	24.06383
def unicode_from_html(content): """Attempts to decode an HTML string into unicode. If unsuccessful, the original content is returned. """ encodings = get_encodings_from_content(content) for encoding in encodings: try: return unicode(content, encoding) except (UnicodeEr...	[ "def", "unicode_from_html", "(", "content", ")", ":", "encodings", "=", "get_encodings_from_content", "(", "content", ")", "for", "encoding", "in", "encodings", ":", "try", ":", "return", "unicode", "(", "content", ",", "encoding", ")", "except", "(", "Unicode...	24.2	18.666667
def declare_example(self, source): """Execute the given code, adding it to the runner's namespace.""" with patch_modules(): code = compile(source, "<docs>", "exec") exec(code, self.namespace)	[ "def", "declare_example", "(", "self", ",", "source", ")", ":", "with", "patch_modules", "(", ")", ":", "code", "=", "compile", "(", "source", ",", "\"<docs>\"", ",", "\"exec\"", ")", "exec", "(", "code", ",", "self", ".", "namespace", ")" ]	45.4	6.2
def _get_library_metadata(self, date_range): """ Retrieve the libraries for the given date range, the assumption is that the date ranges do not overlap and they are CLOSED_CLOSED. At the moment the date range is mandatory """ if date_range is None: raise Exce...	[ "def", "_get_library_metadata", "(", "self", ",", "date_range", ")", ":", "if", "date_range", "is", "None", ":", "raise", "Exception", "(", "\"A date range must be provided\"", ")", "if", "not", "(", "date_range", ".", "start", "and", "date_range", ".", "end", ...	50.852941	32.029412
def invoke_consumer(self, message): """Wrap the actual processor processing bits :param rejected.data.Message message: The message to process """ # Only allow for a single message to be processed at a time with (yield self.consumer_lock.acquire()): if self.is_idle: ...	[ "def", "invoke_consumer", "(", "self", ",", "message", ")", ":", "# Only allow for a single message to be processed at a time", "with", "(", "yield", "self", ".", "consumer_lock", ".", "acquire", "(", ")", ")", ":", "if", "self", ".", "is_idle", ":", "if", "mess...	46.614035	19.824561
def from_httplib(cls, message, duplicates=('set-cookie',)): # Python 2 """Read headers from a Python 2 httplib message object.""" ret = cls(message.items()) # ret now contains only the last header line for each duplicate. # Importing with all duplicates would be nice, but this would ...	[ "def", "from_httplib", "(", "cls", ",", "message", ",", "duplicates", "=", "(", "'set-cookie'", ",", ")", ")", ":", "# Python 2", "ret", "=", "cls", "(", "message", ".", "items", "(", ")", ")", "# ret now contains only the last header line for each duplicate.", ...	50.714286	19.142857
def base64_decode(nb): """Restore all bytes objects in the notebook from base64-encoded strings. Note: This is never used """ for ws in nb.worksheets: for cell in ws.cells: if cell.cell_type == 'code': for output in cell.outputs: if 'png' in o...	[ "def", "base64_decode", "(", "nb", ")", ":", "for", "ws", "in", "nb", ".", "worksheets", ":", "for", "cell", "in", "ws", ".", "cells", ":", "if", "cell", ".", "cell_type", "==", "'code'", ":", "for", "output", "in", "cell", ".", "outputs", ":", "if...	41.611111	14.388889
def get_title(self): """Default title for plot """ def fformat(x): # float format if isinstance(x, (list, tuple)): return '[{0}]'.format(', '.join(map(fformat, x))) if isinstance(x, Quantity): x = x.value elif isinstance(x, str...	[ "def", "get_title", "(", "self", ")", ":", "def", "fformat", "(", "x", ")", ":", "# float format", "if", "isinstance", "(", "x", ",", "(", "list", ",", "tuple", ")", ")", ":", "return", "'[{0}]'", ".", "format", "(", "', '", ".", "join", "(", "map"...	42.892857	14.678571
def load_chunk(filename, bounds, encoding='utf8', slow=False): """ Load a chunk from file using Bounds info. Pass 'slow=True' for an alternative loading method based on line numbers. """ if slow: return _load_chunk_slow(filename, bounds, encoding) with open(filename, 'rb') as f: ...	[ "def", "load_chunk", "(", "filename", ",", "bounds", ",", "encoding", "=", "'utf8'", ",", "slow", "=", "False", ")", ":", "if", "slow", ":", "return", "_load_chunk_slow", "(", "filename", ",", "bounds", ",", "encoding", ")", "with", "open", "(", "filenam...	35.916667	14.75
def start(st_reg_number): """Checks the number valiaty for the Acre state""" #st_reg_number = str(st_reg_number) weights = [4, 3, 2, 9, 8, 7, 6, 5, 4, 3, 2] digits = st_reg_number[:len(st_reg_number) - 2] check_digits = st_reg_number[-2:] divisor = 11 if len(st_reg_number) > 13: re...	[ "def", "start", "(", "st_reg_number", ")", ":", "#st_reg_number = str(st_reg_number)", "weights", "=", "[", "4", ",", "3", ",", "2", ",", "9", ",", "8", ",", "7", ",", "6", ",", "5", ",", "4", ",", "3", ",", "2", "]", "digits", "=", "st_reg_number"...	26.384615	19.051282
def get_values(text): """ Accept a string such as BACKGROUNDCOLOR [r] [g] [b] and return ['r', 'g', 'b'] """ res = re.findall(r"\[(.*?)\]", text) values = [] for r in res: if "\|" in r: params = r.split("\|") for p in params: values.append(p) ...	[ "def", "get_values", "(", "text", ")", ":", "res", "=", "re", ".", "findall", "(", "r\"\\[(.*?)\\]\"", ",", "text", ")", "values", "=", "[", "]", "for", "r", "in", "res", ":", "if", "\"\|\"", "in", "r", ":", "params", "=", "r", ".", "split", "(", ...	20.4	18.3
def _proxy(self): """ Generate an instance context for the instance, the context is capable of performing various actions. All instance actions are proxied to the context :returns: WorkersRealTimeStatisticsContext for this WorkersRealTimeStatisticsInstance :rtype: twilio.rest.t...	[ "def", "_proxy", "(", "self", ")", ":", "if", "self", ".", "_context", "is", "None", ":", "self", ".", "_context", "=", "WorkersRealTimeStatisticsContext", "(", "self", ".", "_version", ",", "workspace_sid", "=", "self", ".", "_solution", "[", "'workspace_si...	45.928571	27.071429
def _create_rates(self, dist='uniform', size=None, eps=1e-4): '''Create a rate parameter (usually for a recurrent network layer). Parameters ---------- dist : {'uniform', 'log'}, optional Distribution of rate values. Defaults to ``'uniform'``. size : int, optional ...	[ "def", "_create_rates", "(", "self", ",", "dist", "=", "'uniform'", ",", "size", "=", "None", ",", "eps", "=", "1e-4", ")", ":", "if", "size", "is", "None", ":", "size", "=", "self", ".", "output_size", "if", "dist", "==", "'uniform'", ":", "z", "=...	40.111111	22.925926
def store_records_for_package(self, entry_point, records): """ Store the records in a way that permit lookup by package """ # If provided records already exist in the module mapping list, # it likely means that a package declared multiple keys for the # same package name...	[ "def", "store_records_for_package", "(", "self", ",", "entry_point", ",", "records", ")", ":", "# If provided records already exist in the module mapping list,", "# it likely means that a package declared multiple keys for the", "# same package namespace; while normally this does not happen,...	48.166667	20.5
def _event_monitor_loop(region_name, vpc_id, watcher_plugin, health_plugin, iterations, sleep_time, route_check_time_interval=30): """ Monitor queues to receive updates about new route specs or any detected failed IPs. If any of th...	[ "def", "_event_monitor_loop", "(", "region_name", ",", "vpc_id", ",", "watcher_plugin", ",", "health_plugin", ",", "iterations", ",", "sleep_time", ",", "route_check_time_interval", "=", "30", ")", ":", "q_route_spec", "=", "watcher_plugin", ".", "get_route_spec_queue...	48.038835	25.203883
def hold_time(self, datetime=None): """持仓时间 Keyword Arguments: datetime {[type]} -- [description] (default: {None}) """ def weights(x): if sum(x['amount']) != 0: return pd.Timestamp(self.datetime ) - pd.to_datet...	[ "def", "hold_time", "(", "self", ",", "datetime", "=", "None", ")", ":", "def", "weights", "(", "x", ")", ":", "if", "sum", "(", "x", "[", "'amount'", "]", ")", "!=", "0", ":", "return", "pd", ".", "Timestamp", "(", "self", ".", "datetime", ")", ...	33.2	18.24
def get_sync_binding_cmds(self, switch_bindings, expected_bindings): """Returns the list of commands required to synchronize ACL bindings 1. Delete any unexpected bindings 2. Add any missing bindings """ switch_cmds = list() # Update any necessary switch interface ACLs ...	[ "def", "get_sync_binding_cmds", "(", "self", ",", "switch_bindings", ",", "expected_bindings", ")", ":", "switch_cmds", "=", "list", "(", ")", "# Update any necessary switch interface ACLs", "bindings_to_delete", "=", "switch_bindings", "-", "expected_bindings", "bindings_t...	44.809524	15.047619
def get_buy(self, buy_id, params): """https://developers.coinbase.com/api/v2#show-a-buy""" return self.api_client.get_buy(self.id, buy_id, params)	[ "def", "get_buy", "(", "self", ",", "buy_id", ",", "", "", "params", ")", ":", "return", "self", ".", "api_client", ".", "get_buy", "(", "self", ".", "id", ",", "buy_id", ",", "", "", "params", ")" ]	54.666667	9.666667
def document_examples(p): """ Document example programs with purpose (and intent) """ p.comment('maths_ml_algorithms.py', 'machine learning algorithms for toolbox in AIKIF') p.comment('algebra.py', 'toolbox module for based evaluation of maths problems') p.comment('crypt_utils.py', 'scripts to e...	[ "def", "document_examples", "(", "p", ")", ":", "p", ".", "comment", "(", "'maths_ml_algorithms.py'", ",", "'machine learning algorithms for toolbox in AIKIF'", ")", "p", ".", "comment", "(", "'algebra.py'", ",", "'toolbox module for based evaluation of maths problems'", ")...	75.1	40.9
def install_node_modules(path=None, build_dir=None, source_dir=None, build_cmd='build', force=False): """Return a Command for managing an node_modules installation. Note: The command is skipped if the `--skip-yarn` flag is used. Parameters ---------- path: str, optional The base path of...	[ "def", "install_node_modules", "(", "path", "=", "None", ",", "build_dir", "=", "None", ",", "source_dir", "=", "None", ",", "build_cmd", "=", "'build'", ",", "force", "=", "False", ")", ":", "class", "Yarn", "(", "BaseCommand", ")", ":", "description", ...	40.767442	22.325581
def bootstrap(force=False): ''' Download and install the latest version of the Chocolatey package manager via the official bootstrap. Chocolatey requires Windows PowerShell and the .NET v4.0 runtime. Depending on the host's version of Windows, chocolatey.bootstrap will attempt to ensure these p...	[ "def", "bootstrap", "(", "force", "=", "False", ")", ":", "# Check if Chocolatey is already present in the path", "try", ":", "choc_path", "=", "_find_chocolatey", "(", "__context__", ",", "__salt__", ")", "except", "CommandExecutionError", ":", "choc_path", "=", "Non...	43.531915	26.765957
def distance_similarity(a, b, p, T=CLOSE_DISTANCE_THRESHOLD): """Computes the distance similarity between a line segment and a point Args: a ([float, float]): x and y coordinates. Line start b ([float, float]): x and y coordinates. Line end p ([float, float]): x and y coordinates. P...	[ "def", "distance_similarity", "(", "a", ",", "b", ",", "p", ",", "T", "=", "CLOSE_DISTANCE_THRESHOLD", ")", ":", "d", "=", "distance_to_line", "(", "a", ",", "b", ",", "p", ")", "r", "=", "(", "-", "1", "/", "float", "(", "T", ")", ")", "*", "a...	36	21.933333
def _compute_distance_fast(self): """Calls edit_distance, and asserts that if we already have values for matches and distance, that they match.""" d, m = edit_distance(self.seq1, self.seq2, action_function=self.action_function, test=self....	[ "def", "_compute_distance_fast", "(", "self", ")", ":", "d", ",", "m", "=", "edit_distance", "(", "self", ".", "seq1", ",", "self", ".", "seq2", ",", "action_function", "=", "self", ".", "action_function", ",", "test", "=", "self", ".", "test", ")", "i...	40.166667	10.416667
def click_on_pat(pat: str, mousebutton: int=1, offset: (float, float)=None, tolerance: int=0, restore_pos: bool=False) -> None: """ Requires imagemagick, xautomation, xwd. Click on a pattern at a specified offset (x,y) in percent of the pattern dimension. x is the horizontal distance from the top left corne...	[ "def", "click_on_pat", "(", "pat", ":", "str", ",", "mousebutton", ":", "int", "=", "1", ",", "offset", ":", "(", "float", ",", "float", ")", "=", "None", ",", "tolerance", ":", "int", "=", "0", ",", "restore_pos", ":", "bool", "=", "False", ")", ...	69.875	42
def load_module(full_path): """ Load module from full path Args: full_path: module full path name Returns: python module References: https://stackoverflow.com/a/67692/1332656 Examples: >>> import os >>> >>> cur_file = os.path.abspath(__file__).repl...	[ "def", "load_module", "(", "full_path", ")", ":", "from", "importlib", "import", "util", "file_name", "=", "full_path", ".", "replace", "(", "'\\\\'", ",", "'/'", ")", ".", "split", "(", "'/'", ")", "[", "-", "1", "]", "if", "file_name", "[", "-", "3...	31.34375	17.96875
def with_random_weights(cls, options): """ Initialize from a list of options with random weights. The weights assigned to each object are uniformally random integers between ``1`` and ``len(options)`` Args: options (list): The list of options of any type this object...	[ "def", "with_random_weights", "(", "cls", ",", "options", ")", ":", "return", "cls", "(", "[", "(", "value", ",", "random", ".", "randint", "(", "1", ",", "len", "(", "options", ")", ")", ")", "for", "value", "in", "options", "]", ")" ]	34.1875	19.4375
def solution_path(self, min_lambda, max_lambda, lambda_bins, verbose=0): '''Follows the solution path to find the best lambda value.''' self.u = np.zeros(self.Dk.shape[0], dtype='double') lambda_grid = np.exp(np.linspace(np.log(max_lambda), np.log(min_lambda), lambda_bins)) aic_trace = n...	[ "def", "solution_path", "(", "self", ",", "min_lambda", ",", "max_lambda", ",", "lambda_bins", ",", "verbose", "=", "0", ")", ":", "self", ".", "u", "=", "np", ".", "zeros", "(", "self", ".", "Dk", ".", "shape", "[", "0", "]", ",", "dtype", "=", ...	47.84	28.666667
def cumulative_distribution(self, X): """Computes the cumulative distribution function for the copula, :math:`C(u, v)` Args: X: `np.ndarray` Returns: np.array: cumulative probability """ self.check_fit() U, V = self.split_matrix(X) if (...	[ "def", "cumulative_distribution", "(", "self", ",", "X", ")", ":", "self", ".", "check_fit", "(", ")", "U", ",", "V", "=", "self", ".", "split_matrix", "(", "X", ")", "if", "(", "V", "==", "0", ")", ".", "all", "(", ")", "or", "(", "U", "==", ...	26.888889	19.222222
def _to_linear(M, N, L, q): "Converts a qubit in chimera coordinates to its linear index." (x, y, u, k) = q return 2 * L * N * x + 2 * L * y + L * u + k	[ "def", "_to_linear", "(", "M", ",", "N", ",", "L", ",", "q", ")", ":", "(", "x", ",", "y", ",", "u", ",", "k", ")", "=", "q", "return", "2", "", "L", "", "N", "", "x", "+", "2", "", "L", "", "y", "+", "L", "", "u", "+", "k" ]	40.25	16.75
def fields_metadata(self): """ Returns fields metadata as a dataframe. """ return (pd.concat([f.metadata() for f in self.fields], axis = 1) .transpose() .sort_values(["step_num", "frame", "label", "position"]))	[ "def", "fields_metadata", "(", "self", ")", ":", "return", "(", "pd", ".", "concat", "(", "[", "f", ".", "metadata", "(", ")", "for", "f", "in", "self", ".", "fields", "]", ",", "axis", "=", "1", ")", ".", "transpose", "(", ")", ".", "sort_values...	35.142857	12.857143
def normalize(expr): """No elimination, but normalize arguments.""" args = [normalize(arg) for arg in expr.args] return type(expr)(expr.func, *args, start=expr.start, end=expr.end)	[ "def", "normalize", "(", "expr", ")", ":", "args", "=", "[", "normalize", "(", "arg", ")", "for", "arg", "in", "expr", ".", "args", "]", "return", "type", "(", "expr", ")", "(", "expr", ".", "func", ",", "*", "args", ",", "start", "=", "expr", ...	37.8	19.8
def resource_created_response(resource): """Return HTTP response with status code 201, signaling a created resource :param resource: resource created as a result of current request :type resource: :class:`sandman.model.Model` :rtype: :class:`flask.Response` """ if _get_acceptable_respo...	[ "def", "resource_created_response", "(", "resource", ")", ":", "if", "_get_acceptable_response_type", "(", ")", "==", "JSON", ":", "response", "=", "_single_resource_json_response", "(", "resource", ")", "else", ":", "response", "=", "_single_resource_html_response", ...	35.705882	17.117647
def insert(self, row, ensure=None, types=None): """Add a ``row`` dict by inserting it into the table. If ``ensure`` is set, any of the keys of the row are not table columns, they will be created automatically. During column creation, ``types`` will be checked for a key matching...	[ "def", "insert", "(", "self", ",", "row", ",", "ensure", "=", "None", ",", "types", "=", "None", ")", ":", "row", "=", "self", ".", "_sync_columns", "(", "row", ",", "ensure", ",", "types", "=", "types", ")", "res", "=", "self", ".", "db", ".", ...	38.565217	20.391304
def conditional_jit(function=None, **kwargs): # noqa: D202 """Use numba's jit decorator if numba is installed. Notes ----- If called without arguments then return wrapped function. @conditional_jit def my_func(): return else called with arguments @co...	[ "def", "conditional_jit", "(", "function", "=", "None", ",", "", "", "kwargs", ")", ":", "# noqa: D202", "def", "wrapper", "(", "function", ")", ":", "try", ":", "numba", "=", "importlib", ".", "import_module", "(", "\"numba\"", ")", "return", "numba", ...	21.064516	22.548387
def parse(readDataInstance): """ Returns a new L{ImageBoundImportDescriptorEntry} object. @type readDataInstance: L{ReadData} @param readDataInstance: A L{ReadData} object containing data to create a new L{ImageBoundImportDescriptorEntry}. @rtype: L{ImageBoundIm...	[ "def", "parse", "(", "readDataInstance", ")", ":", "boundEntry", "=", "ImageBoundImportDescriptorEntry", "(", ")", "boundEntry", ".", "timeDateStamp", ".", "value", "=", "readDataInstance", ".", "readDword", "(", ")", "boundEntry", ".", "offsetModuleName", ".", "v...	50.954545	27.318182
def _copy_replace(src, dst, replacements): """Copies the src file into dst applying the replacements dict""" with src.open() as infile, dst.open('w') as outfile: outfile.write(re.sub( '\|'.join(re.escape(k) for k in replacements), lambda m: str(replacements[m.group(0)]), ...	[ "def", "_copy_replace", "(", "src", ",", "dst", ",", "replacements", ")", ":", "with", "src", ".", "open", "(", ")", "as", "infile", ",", "dst", ".", "open", "(", "'w'", ")", "as", "outfile", ":", "outfile", ".", "write", "(", "re", ".", "sub", "...	42.5	12.875
def get_child_value(parent, name, allow_missing=0): """ return the value of the child element with name in the parent Element """ if not parent.HasElement(name): if allow_missing: return np.nan else: raise Exception('failed to find child element %s...	[ "def", "get_child_value", "(", "parent", ",", "name", ",", "allow_missing", "=", "0", ")", ":", "if", "not", "parent", ".", "HasElement", "(", "name", ")", ":", "if", "allow_missing", ":", "return", "np", ".", "nan", "else", ":", "raise", "Exception", ...	45.333333	16.555556
def scale(text="", value=0, min=0 ,max=100, step=1, draw_value=True, title="", width=DEFAULT_WIDTH, height=DEFAULT_HEIGHT, timeout=None): """ Select a number with a range widget :param text: text inside window :type text: str :param value: current value :type value: int :param min...	[ "def", "scale", "(", "text", "=", "\"\"", ",", "value", "=", "0", ",", "min", "=", "0", ",", "max", "=", "100", ",", "step", "=", "1", ",", "draw_value", "=", "True", ",", "title", "=", "\"\"", ",", "width", "=", "DEFAULT_WIDTH", ",", "height", ...	30.34375	14.84375
def calc_v_qa_v1(self): """Update the stored water volume based on the equation of continuity. Note that for too high outflow values, which would result in overdraining the lake, the outflow is trimmed. Required derived parameters: \|Seconds\| \|NmbSubsteps\| Required flux sequence: ...	[ "def", "calc_v_qa_v1", "(", "self", ")", ":", "der", "=", "self", ".", "parameters", ".", "derived", ".", "fastaccess", "flu", "=", "self", ".", "sequences", ".", "fluxes", ".", "fastaccess", "aid", "=", "self", ".", "sequences", ".", "aides", ".", "fa...	28.848485	20.984848
def _extract_options(orig_script): """ Extract any options from the first line of the script. """ first = (orig_script + '\n').splitlines()[0] match = _first_line_re().match(first) options = match.group(1) or '' if match else '' return options.strip()	[ "def", "_extract_options", "(", "orig_script", ")", ":", "first", "=", "(", "orig_script", "+", "'\\n'", ")", ".", "splitlines", "(", ")", "[", "0", "]", "match", "=", "_first_line_re", "(", ")", ".", "match", "(", "first", ")", "options", "=", "match"...	37.5	8.75
def step(g, n1, n2, inbound=False, backward=False, continue_fn=None): """ Step along a path through a directed graph unless there is an intersection Example graph: Note that edge (1, 2) and (2, 3) are bidirectional, i.e., (2, 1) and (3, 2) are also edges 1 -- 2 -- 3 -->-- 5 -->-- 7 ...	[ "def", "step", "(", "g", ",", "n1", ",", "n2", ",", "inbound", "=", "False", ",", "backward", "=", "False", ",", "continue_fn", "=", "None", ")", ":", "forw", "=", "g", ".", "successors", "back", "=", "g", ".", "predecessors", "if", "backward", ":"...	25.051948	22.220779
def get_items(self, project=None, scope_path=None, recursion_level=None, include_links=None, version_descriptor=None): """GetItems. Get a list of Tfvc items :param str project: Project ID or project name :param str scope_path: Version control path of a folder to return multiple items. ...	[ "def", "get_items", "(", "self", ",", "project", "=", "None", ",", "scope_path", "=", "None", ",", "recursion_level", "=", "None", ",", "include_links", "=", "None", ",", "version_descriptor", "=", "None", ")", ":", "route_values", "=", "{", "}", "if", "...	63.666667	29.212121
def _parse(self, content): """ Parse data request to data from python. @param content: Context of request. @raise ParseError: """ if content: stream = BytesIO(str(content)) data = json.loads(stream.getvalue()) return dat...	[ "def", "_parse", "(", "self", ",", "content", ")", ":", "if", "content", ":", "stream", "=", "BytesIO", "(", "str", "(", "content", ")", ")", "data", "=", "json", ".", "loads", "(", "stream", ".", "getvalue", "(", ")", ")", "return", "data" ]	22	17.857143
def query_segdb(cls, flag, args, kwargs): """Query the initial LIGO segment database for the given flag Parameters ---------- flag : `str` The name of the flag for which to query args Either, two `float`-like numbers indicating the GPS [s...	[ "def", "query_segdb", "(", "cls", ",", "flag", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "warnings", ".", "warn", "(", "\"query_segdb is deprecated and will be removed in a \"", "\"future release\"", ",", "DeprecationWarning", ")", "# parse arguments", "q...	37	20.659574
async def dispatch(self, request, view=None, **kwargs): """Dispatch request.""" if view is None and request.method not in self.methods: raise HTTPMethodNotAllowed(request.method, self.methods) method = getattr(self, view or request.method.lower()) response = await method(req...	[ "async", "def", "dispatch", "(", "self", ",", "request", ",", "view", "=", "None", ",", "", "", "kwargs", ")", ":", "if", "view", "is", "None", "and", "request", ".", "method", "not", "in", "self", ".", "methods", ":", "raise", "HTTPMethodNotAllowed"...	48.375	19.5
def iter_xCharts(self): """ Generate each xChart child element in document. """ plot_tags = ( qn('c:area3DChart'), qn('c:areaChart'), qn('c:bar3DChart'), qn('c:barChart'), qn('c:bubbleChart'), qn('c:doughnutChart'), qn('c:line3DChart'), qn('c:lineChart...	[ "def", "iter_xCharts", "(", "self", ")", ":", "plot_tags", "=", "(", "qn", "(", "'c:area3DChart'", ")", ",", "qn", "(", "'c:areaChart'", ")", ",", "qn", "(", "'c:bar3DChart'", ")", ",", "qn", "(", "'c:barChart'", ")", ",", "qn", "(", "'c:bubbleChart'", ...	38.411765	19.235294
def get_tokens(line: str) -> Iterator[str]: """ Yields tokens from input string. :param line: Input string. :return: Iterator over tokens. """ for token in line.rstrip().split(): if len(token) > 0: yield token	[ "def", "get_tokens", "(", "line", ":", "str", ")", "->", "Iterator", "[", "str", "]", ":", "for", "token", "in", "line", ".", "rstrip", "(", ")", ".", "split", "(", ")", ":", "if", "len", "(", "token", ")", ">", "0", ":", "yield", "token" ]	24.5	9.5
def get_log_file_from_item(history): """ Return the log file based on provided history item. Description is optional. """ try: log_file, description = shlex.split(history) except ValueError: log_file = history.strip() return log_file	[ "def", "get_log_file_from_item", "(", "history", ")", ":", "try", ":", "log_file", ",", "description", "=", "shlex", ".", "split", "(", "history", ")", "except", "ValueError", ":", "log_file", "=", "history", ".", "strip", "(", ")", "return", "log_file" ]	22.333333	16.666667
def addVars(filename, varNamesStr, outOf=None): r"""Like `saveVars`, but appends additional variables to file.""" filename, varnames, outOf = __saveVarsHelper(filename, varNamesStr, outOf) f = None try: f = open(filename, "rb") h = cPickle.load(f) f.close() h.update(dict...	[ "def", "addVars", "(", "filename", ",", "varNamesStr", ",", "outOf", "=", "None", ")", ":", "filename", ",", "varnames", ",", "outOf", "=", "__saveVarsHelper", "(", "filename", ",", "varNamesStr", ",", "outOf", ")", "f", "=", "None", "try", ":", "f", "...	32.428571	19.642857
def map_grounding(): """Map grounding on a list of INDRA Statements.""" if request.method == 'OPTIONS': return {} response = request.body.read().decode('utf-8') body = json.loads(response) stmts_json = body.get('statements') stmts = stmts_from_json(stmts_json) stmts_out = ac.map_grou...	[ "def", "map_grounding", "(", ")", ":", "if", "request", ".", "method", "==", "'OPTIONS'", ":", "return", "{", "}", "response", "=", "request", ".", "body", ".", "read", "(", ")", ".", "decode", "(", "'utf-8'", ")", "body", "=", "json", ".", "loads", ...	35.9	7.5
def traverse_next(page, nextx, results, tabular_data_headers=[], verbosity=0): """ Recursive generator to traverse through the next attribute and \ crawl through the links to be followed. :param page: The current page being parsed :param next: The next attribute of the current scraping dict :pa...	[ "def", "traverse_next", "(", "page", ",", "nextx", ",", "results", ",", "tabular_data_headers", "=", "[", "]", ",", "verbosity", "=", "0", ")", ":", "for", "link", "in", "page", ".", "extract_links", "(", "selector", "=", "nextx", "[", "'follow_link'", "...	45.205128	19.923077
def haversine(lat1, lon1, lat2, lon2): """ compute the distance in meters between two points in latlon Parameters ---------- lat1: int or float the latitude of point 1 lon1: int or float the longitude of point 1 lat2: int or float the latitude of point 2 lon2: in...	[ "def", "haversine", "(", "lat1", ",", "lon1", ",", "lat2", ",", "lon2", ")", ":", "radius", "=", "6371000", "lat1", ",", "lon1", ",", "lat2", ",", "lon2", "=", "map", "(", "math", ".", "radians", ",", "[", "lat1", ",", "lon1", ",", "lat2", ",", ...	27.038462	21.346154
def lyricsmode(song): """ Returns the lyrics found in lyricsmode.com for the specified mp3 file or an empty string if not found. """ translate = { URLESCAPE: '', ' ': '_' } artist = song.artist.lower() artist = normalize(artist, translate) title = song.title.lower() ...	[ "def", "lyricsmode", "(", "song", ")", ":", "translate", "=", "{", "URLESCAPE", ":", "''", ",", "' '", ":", "'_'", "}", "artist", "=", "song", ".", "artist", ".", "lower", "(", ")", "artist", "=", "normalize", "(", "artist", ",", "translate", ")", ...	25.548387	16.580645
async def fetch_room(self, room_id): """Lookup details for a given room id""" url = "https://production.plum.technology/v2/getRoom" data = {"rid": room_id} return await self.__post(url, data)	[ "async", "def", "fetch_room", "(", "self", ",", "room_id", ")", ":", "url", "=", "\"https://production.plum.technology/v2/getRoom\"", "data", "=", "{", "\"rid\"", ":", "room_id", "}", "return", "await", "self", ".", "__post", "(", "url", ",", "data", ")" ]	43.8	7.4
def act(self, args, *kwargs): """gather a rules parameters together and run the predicate. If that returns True, then go on and run the action function returns: a tuple indicating the results of applying the predicate and the action function: (False, Non...	[ "def", "act", "(", "self", ",", "", "args", ",", "", "", "kwargs", ")", ":", "if", "self", ".", "predicate", "(", "", "args", ",", "", "", "kwargs", ")", ":", "bool_result", "=", "self", ".", "action", "(", "", "args", ",", "", "*", "...	46	19
def _edges_in_tri_except(self, tri, edge): """Return the edges in tri, excluding edge. """ edges = [(tri[i], tri[(i+1) % 3]) for i in range(3)] try: edges.remove(tuple(edge)) except ValueError: edges.remove(tuple(edge[::-1])) return edges	[ "def", "_edges_in_tri_except", "(", "self", ",", "tri", ",", "edge", ")", ":", "edges", "=", "[", "(", "tri", "[", "i", "]", ",", "tri", "[", "(", "i", "+", "1", ")", "%", "3", "]", ")", "for", "i", "in", "range", "(", "3", ")", "]", "try",...	34	10
def read_file(self, location): """Read in a yaml file and return as a python object""" try: return yaml.load(open(location)) except (yaml.parser.ParserError, yaml.scanner.ScannerError) as error: raise self.BadFileErrorKls("Failed to read yaml", location=location, error_ty...	[ "def", "read_file", "(", "self", ",", "location", ")", ":", "try", ":", "return", "yaml", ".", "load", "(", "open", "(", "location", ")", ")", "except", "(", "yaml", ".", "parser", ".", "ParserError", ",", "yaml", ".", "scanner", ".", "ScannerError", ...	66.833333	35.666667
def vbar_stack(self, stackers, **kw): ''' Generate multiple ``VBar`` renderers for levels stacked bottom to top. Args: stackers (seq[str]) : a list of data source field names to stack successively for ``left`` and ``right`` bar coordinates. Additiona...	[ "def", "vbar_stack", "(", "self", ",", "stackers", ",", "", "", "kw", ")", ":", "result", "=", "[", "]", "for", "kw", "in", "_double_stack", "(", "stackers", ",", "\"bottom\"", ",", "\"top\"", ",", "", "", "kw", ")", ":", "result", ".", "append...	38.902439	32.073171
def _unpack_obs(obs, space, tensorlib=tf): """Unpack a flattened Dict or Tuple observation array/tensor. Arguments: obs: The flattened observation tensor space: The original space prior to flattening tensorlib: The library used to unflatten (reshape) the array/tensor """ if (is...	[ "def", "_unpack_obs", "(", "obs", ",", "space", ",", "tensorlib", "=", "tf", ")", ":", "if", "(", "isinstance", "(", "space", ",", "gym", ".", "spaces", ".", "Dict", ")", "or", "isinstance", "(", "space", ",", "gym", ".", "spaces", ".", "Tuple", ")...	39.780488	17.146341

def check_all(self, all_entries, *args, **kwargs): """ Go through lists of entries, find overlaps among each, return the total """ all_overlaps = 0 while True: try: user_entries = all_entries.next() except StopIteration: ret...

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35.714286

13.571429

async def connect(self): """ Connects to the voice channel associated with this Player. """ await self.node.join_voice_channel(self.channel.guild.id, self.channel.id)

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38.8

16.8

def get_version(version): """Dynamically calculate the version based on VERSION tuple.""" if len(version) > 2 and version[2] is not None: if isinstance(version[2], int): str_version = "%s.%s.%s" % version[:3] else: str_version = "%s.%s_%s" % version[:3] else: ...

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33.545455

15.090909

def add_weights(self, name, nin, nout, mean=0, std=0, sparsity=0, diagonal=0): '''Helper method to create a new weight matrix. Parameters ---------- name : str Name of the parameter to add. nin : int Size of "input" for this weight matrix. nout : ...

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44.342857

19.6

def envs(ignore_cache=False): ''' Return a list of refs that can be used as environments ''' if not ignore_cache: env_cache = os.path.join(__opts__['cachedir'], 'svnfs/envs.p') cache_match = salt.fileserver.check_env_cache(__opts__, env_cache) if cache_match is not None: ...

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35.125

19.175

def params(self): """ Read self params from configuration. """ parser = JinjaInterpolationNamespace() parser.read(self.configuration) return dict(parser['params'] or {})

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39.4

6.6

def create_sparse_dtm(vocab, doc_labels, docs_terms, sum_uniques_per_doc): """ Create a sparse document-term-matrix (DTM) as scipy "coo_matrix" from vocabulary array `vocab`, document IDs/labels array `doc_labels`, dict of doc_label -> document terms `docs_terms` and the sum of unique terms per document...

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49.434783

32.173913

def hincr(self, name, key, amount=1): """ Increase the value of ``key`` in hash ``name`` by ``amount``. If no key exists, the value will be initialized as ``amount`` Like **Redis.HINCR** :param string name: the hash name :param string key: the key name ...

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34.5

18.333333

def run(self): """ The body of the tread: read lines and put them on the queue. """ try: for line in iter(self._fd.readline, False): if line is not None: if self._althandler: if self._althandler(line): ...

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39.444444

14.444444

def access_array(self, id_, lineno, scope=None, default_type=None): """ Called whenever an accessed variable is expected to be an array. ZX BASIC requires arrays to be declared before usage, so they're checked. Also checks for class array. """ if not self.check_i...

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36.333333

24.466667

def set_size(self, size): """ choose a preset size for the plot :param size: 'small' for documents or 'large' for presentations """ if size == 'small': self._set_size_small() elif size == 'large': self._set_size_large() else: raise Valu...

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34.8

12.8

def status(self, order_id): '''Checks imagery order status. There can be more than one image per order and this function returns the status of all images within the order. Args: order_id (str): The id of the order placed. Returns: List ...

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37.05

23.25

def sort(self, key=None, reverse=False): """ Same as Molecule.sort(), also remaps nodes in graph. :param key: :param reverse: :return: """ old_molecule = self.molecule.copy() # sort Molecule self.molecule._sites = sorted(self.molecule._sites, key...

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35.25

18

def a_unexpected_prompt(ctx): """Provide message when received humphost prompt.""" prompt = ctx.ctrl.match.group(0) ctx.msg = "Received the jump host prompt: '{}'".format(prompt) ctx.device.connected = False ctx.finished = True raise ConnectionError("Unable to connect to the device.", ctx.ctrl.h...

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46

15.142857

def _set_server_ip(self, v, load=False): """ Setter method for server_ip, mapped from YANG variable /nas/server_ip (list) If this variable is read-only (config: false) in the source YANG file, then _set_server_ip is considered as a private method. Backends looking to populate this variable should ...

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110.909091

52.636364

def check_format(format, subtype=None, endian=None): """Check if the combination of format/subtype/endian is valid. Examples -------- >>> import soundfile as sf >>> sf.check_format('WAV', 'PCM_24') True >>> sf.check_format('FLAC', 'VORBIS') False """ try: return bool(_f...

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24.8125

18.5

def set_default_args(self, default_args): """Set default args for commands in collection. Default args are used when the corresponding args aren't passed on the command line or in a direct call. """ for name, args in default_args.items(): command = self[name] ...

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37.6

16.6

def generateTarball(self, file_object): ''' Write a tarball of the current component/target to the file object "file_object", which must already be open for writing at position 0 ''' archive_name = '%s-%s' % (self.getName(), self.getVersion()) def filterArchive(tarinfo): ...

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48.111111

20

def get_sample_contacts_formatted_emails(self, sample): """Returns a list with the formatted emails from sample contacts """ contacts = list(set([sample.getContact()] + sample.getCCContact())) return map(self.get_contact_formatted_email, contacts)

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55

14.4

def mugshot2to3(old): """ Upgrader for L{Mugshot} from version 2 to version 3, which re-thumbnails the mugshot to take into account the new value of L{Mugshot.smallerSize}. """ new = old.upgradeVersion(Mugshot.typeName, 2, 3, person=old.person, ...

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43.076923

15.076923

def push_fbo(self, fbo, offset, csize): """ Push an FBO on the stack. This activates the framebuffer and causes subsequent rendering to be written to the framebuffer rather than the canvas's back buffer. This will also set the canvas viewport to cover the boundaries of the ...

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34.793103

18.586207

def invalidate_object(self, address, state = 'stale'): """Force cache item state change (to 'worse' state only). :Parameters: - `state`: the new state requested. :Types: - `state`: `str`""" self._lock.acquire() try: item = self.get_item(addres...

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33.0625

13.4375

def save_to_local(self, callback_etat=print): """ Saved current in memory base to local file. It's a backup, not a convenient way to update datas :param callback_etat: state callback, taking str,int,int as args """ callback_etat("Aquisition...", 0, 3) d = self.d...

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40.157895

14.052632

def request_session(token, url=None): """ Requests a WebSocket session for the Real-Time Messaging API. Returns a SessionMetadata object containing the information retrieved from the API call. """ if url is None: api = SlackApi() else: api = SlackApi(url) response = api.rtm.start(token=token) return Ses...

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24.357143

19.357143

def isHandlerPresent(self, event_name): """Check if an event has an handler.""" if event_name not in self.handlers: raise ValueError('{} is not a valid event'.format(event_name)) return self.handlers[event_name] is not None

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51

10

def library_pg(args, l, config): """Report on the operation of a Postgres Library database""" import tabulate import terminaltables from textwrap import fill from ambry.util.text import getTerminalSize import sys if args.connect: try: l.database.connection.execute('SELEC...

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32.571429

23.178571

def _count_fields_recursive(dataset, fields): """Cuenta la información de campos optativos/recomendados/requeridos desde 'fields', y cuenta la ocurrencia de los mismos en 'dataset'. Args: dataset (dict): diccionario con claves a ser verificadas. fields (dict): diccionario con los campos a v...

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38.425926

20.703704

def view_cookies(self): """ View current cookies in the `requests.Session()` object **Returns:** List of Dicts, one cookie per Dict. """ return_list = [] for cookie in self._session.cookies: return_list.append(vars(cookie)) return return_list

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27.454545

15.818182

def remove_user(name, profile='github'): ''' Remove a Github user by name. name The user for which to obtain information. profile The name of the profile configuration to use. Defaults to ``github``. CLI Example: .. code-block:: bash salt myminion github.remove_user ...

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23.28125

22.90625

def all_faces_with_verts(self, v_indices, as_boolean=False): ''' returns all of the faces that contain at least one of the vertices in v_indices ''' import numpy as np included_vertices = np.zeros(self.v.shape[0], dtype=bool) included_vertices[np.array(v_indices, dtype=np...

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45.181818

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def _get_stack(self, orchestration_client, stack_name): """Get the ID for the current deployed overcloud stack if it exists.""" try: stack = orchestration_client.stacks.get(stack_name) self.log.info("Stack found, will be doing a stack update") return stack ex...

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44.888889

21.888889

def fire_hooks(ctx, document, elem, element, hooks): """Fire hooks on newly created element. For each newly created element we will try to find defined hooks and execute them. :Args: - ctx (:class:`Context`): Context object - document (:class:`ooxml.doc.Document`): Document object - elem...

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31.277778

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def host(self): # pylint: disable=too-many-branches """Get a passive checks for an host and its services This function builds the external commands corresponding to the host and services provided information :param host_name: host name :param data: dictionary of the hos...

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def pad(text, bits=32): """ Pads the inputted text to ensure it fits the proper block length for encryption. :param text | <str> bits | <int> :return <str> """ return text + (bits - len(text) % bits) * chr(bits - len(text) % bits)

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25.727273

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def apply(self, func, *args, **kwargs): """Apply the provided function and combine the results together in the same way as apply from groupby in pandas. This returns a DataFrame. """ self._prep_pandas_groupby() def key_by_index(data): """Key each row by its ...

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39.88

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def create_ecdsa_public_and_private_from_pem(pem, password=None): """ <Purpose> Create public and private ECDSA keys from a private 'pem'. The public and private keys are strings in PEM format: public: '-----BEGIN PUBLIC KEY----- ... -----END PUBLIC KEY-----', private: '-----BEGIN EC PRIVATE KEY--...

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36

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def cross_lists(*sets): """Return the cross product of the arguments""" wheels = [iter(_) for _ in sets] digits = [next(it) for it in wheels] while True: yield digits[:] for i in range(len(digits)-1, -1, -1): try: digits[i] = next(wheels[i]) br...

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30.733333

11.733333

def get_global_parameters(config_names=("core", "scheduler", "worker", "retcode")): """ Returns a list of global, luigi-internal configuration parameters. Each list item is a 4-tuple containing the configuration class, the parameter instance, the parameter name, and the full parameter name in the cli. W...

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41.416667

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def exe_cmd(*cmds): """Executes commands in a new shell. Directing stderr to PIPE. This is fastboot's own exe_cmd because of its peculiar way of writing non-error info to stderr. Args: cmds: A sequence of commands and arguments. Returns: The output of the command run. Raises:...

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def getvalue(x): """Return the single value of x or raise TypError if more than one value.""" if isrepeating(x): raise TypeError( "Ambiguous call to getvalue for %r which has more than one value." % x) for value in getvalues(x): return value

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31.777778

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def _get_codename(self, pathname, basename): """Return (filename, archivename) for the path. Given a module name path, return the correct file path and archive name, compiling if necessary. For example, given /python/lib/string, return (/python/lib/string.pyc, string). """ ...

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41.068966

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def complete_abstract_value( exe_context, # type: ExecutionContext return_type, # type: Union[GraphQLInterfaceType, GraphQLUnionType] field_asts, # type: List[Field] info, # type: ResolveInfo path, # type: List[Union[int, str]] result, # type: Any ): # type: (...) -> Dict[str, Any] ...

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37.085106

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def unicode_from_html(content): """Attempts to decode an HTML string into unicode. If unsuccessful, the original content is returned. """ encodings = get_encodings_from_content(content) for encoding in encodings: try: return unicode(content, encoding) except (UnicodeEr...

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24.2

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def declare_example(self, source): """Execute the given code, adding it to the runner's namespace.""" with patch_modules(): code = compile(source, "<docs>", "exec") exec(code, self.namespace)

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45.4

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def _get_library_metadata(self, date_range): """ Retrieve the libraries for the given date range, the assumption is that the date ranges do not overlap and they are CLOSED_CLOSED. At the moment the date range is mandatory """ if date_range is None: raise Exce...

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50.852941

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def invoke_consumer(self, message): """Wrap the actual processor processing bits :param rejected.data.Message message: The message to process """ # Only allow for a single message to be processed at a time with (yield self.consumer_lock.acquire()): if self.is_idle: ...

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46.614035

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def from_httplib(cls, message, duplicates=('set-cookie',)): # Python 2 """Read headers from a Python 2 httplib message object.""" ret = cls(message.items()) # ret now contains only the last header line for each duplicate. # Importing with all duplicates would be nice, but this would ...

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50.714286

19.142857

def base64_decode(nb): """Restore all bytes objects in the notebook from base64-encoded strings. Note: This is never used """ for ws in nb.worksheets: for cell in ws.cells: if cell.cell_type == 'code': for output in cell.outputs: if 'png' in o...

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41.611111

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def get_title(self): """Default title for plot """ def fformat(x): # float format if isinstance(x, (list, tuple)): return '[{0}]'.format(', '.join(map(fformat, x))) if isinstance(x, Quantity): x = x.value elif isinstance(x, str...

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42.892857

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def load_chunk(filename, bounds, encoding='utf8', slow=False): """ Load a chunk from file using Bounds info. Pass 'slow=True' for an alternative loading method based on line numbers. """ if slow: return _load_chunk_slow(filename, bounds, encoding) with open(filename, 'rb') as f: ...

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35.916667

14.75

def start(st_reg_number): """Checks the number valiaty for the Acre state""" #st_reg_number = str(st_reg_number) weights = [4, 3, 2, 9, 8, 7, 6, 5, 4, 3, 2] digits = st_reg_number[:len(st_reg_number) - 2] check_digits = st_reg_number[-2:] divisor = 11 if len(st_reg_number) > 13: re...

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26.384615

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def get_values(text): """ Accept a string such as BACKGROUNDCOLOR [r] [g] [b] and return ['r', 'g', 'b'] """ res = re.findall(r"\[(.*?)\]", text) values = [] for r in res: if "|" in r: params = r.split("|") for p in params: values.append(p) ...

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20.4

18.3

def _proxy(self): """ Generate an instance context for the instance, the context is capable of performing various actions. All instance actions are proxied to the context :returns: WorkersRealTimeStatisticsContext for this WorkersRealTimeStatisticsInstance :rtype: twilio.rest.t...

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45.928571

27.071429

def _create_rates(self, dist='uniform', size=None, eps=1e-4): '''Create a rate parameter (usually for a recurrent network layer). Parameters ---------- dist : {'uniform', 'log'}, optional Distribution of rate values. Defaults to ``'uniform'``. size : int, optional ...

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40.111111

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def store_records_for_package(self, entry_point, records): """ Store the records in a way that permit lookup by package """ # If provided records already exist in the module mapping list, # it likely means that a package declared multiple keys for the # same package name...

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48.166667

20.5

def _event_monitor_loop(region_name, vpc_id, watcher_plugin, health_plugin, iterations, sleep_time, route_check_time_interval=30): """ Monitor queues to receive updates about new route specs or any detected failed IPs. If any of th...

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48.038835

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def hold_time(self, datetime=None): """持仓时间 Keyword Arguments: datetime {[type]} -- [description] (default: {None}) """ def weights(x): if sum(x['amount']) != 0: return pd.Timestamp(self.datetime ) - pd.to_datet...

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33.2

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def get_sync_binding_cmds(self, switch_bindings, expected_bindings): """Returns the list of commands required to synchronize ACL bindings 1. Delete any unexpected bindings 2. Add any missing bindings """ switch_cmds = list() # Update any necessary switch interface ACLs ...

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44.809524

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def get_buy(self, buy_id, **params): """https://developers.coinbase.com/api/v2#show-a-buy""" return self.api_client.get_buy(self.id, buy_id, **params)

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54.666667

9.666667

def document_examples(p): """ Document example programs with purpose (and intent) """ p.comment('maths_ml_algorithms.py', 'machine learning algorithms for toolbox in AIKIF') p.comment('algebra.py', 'toolbox module for based evaluation of maths problems') p.comment('crypt_utils.py', 'scripts to e...

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75.1

40.9

def install_node_modules(path=None, build_dir=None, source_dir=None, build_cmd='build', force=False): """Return a Command for managing an node_modules installation. Note: The command is skipped if the `--skip-yarn` flag is used. Parameters ---------- path: str, optional The base path of...

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40.767442

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def bootstrap(force=False): ''' Download and install the latest version of the Chocolatey package manager via the official bootstrap. Chocolatey requires Windows PowerShell and the .NET v4.0 runtime. Depending on the host's version of Windows, chocolatey.bootstrap will attempt to ensure these p...

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43.531915

26.765957

def distance_similarity(a, b, p, T=CLOSE_DISTANCE_THRESHOLD): """Computes the distance similarity between a line segment and a point Args: a ([float, float]): x and y coordinates. Line start b ([float, float]): x and y coordinates. Line end p ([float, float]): x and y coordinates. P...

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36

21.933333

def _compute_distance_fast(self): """Calls edit_distance, and asserts that if we already have values for matches and distance, that they match.""" d, m = edit_distance(self.seq1, self.seq2, action_function=self.action_function, test=self....

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40.166667

10.416667

def click_on_pat(pat: str, mousebutton: int=1, offset: (float, float)=None, tolerance: int=0, restore_pos: bool=False) -> None: """ Requires imagemagick, xautomation, xwd. Click on a pattern at a specified offset (x,y) in percent of the pattern dimension. x is the horizontal distance from the top left corne...

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69.875

42

def load_module(full_path): """ Load module from full path Args: full_path: module full path name Returns: python module References: https://stackoverflow.com/a/67692/1332656 Examples: >>> import os >>> >>> cur_file = os.path.abspath(__file__).repl...

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31.34375

17.96875

def with_random_weights(cls, options): """ Initialize from a list of options with random weights. The weights assigned to each object are uniformally random integers between ``1`` and ``len(options)`` Args: options (list): The list of options of any type this object...

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34.1875

19.4375

def solution_path(self, min_lambda, max_lambda, lambda_bins, verbose=0): '''Follows the solution path to find the best lambda value.''' self.u = np.zeros(self.Dk.shape[0], dtype='double') lambda_grid = np.exp(np.linspace(np.log(max_lambda), np.log(min_lambda), lambda_bins)) aic_trace = n...

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47.84

28.666667

def cumulative_distribution(self, X): """Computes the cumulative distribution function for the copula, :math:`C(u, v)` Args: X: `np.ndarray` Returns: np.array: cumulative probability """ self.check_fit() U, V = self.split_matrix(X) if (...

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26.888889

19.222222

def _to_linear(M, N, L, q): "Converts a qubit in chimera coordinates to its linear index." (x, y, u, k) = q return 2 * L * N * x + 2 * L * y + L * u + k

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40.25

16.75

def fields_metadata(self): """ Returns fields metadata as a dataframe. """ return (pd.concat([f.metadata() for f in self.fields], axis = 1) .transpose() .sort_values(["step_num", "frame", "label", "position"]))

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35.142857

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def normalize(expr): """No elimination, but normalize arguments.""" args = [normalize(arg) for arg in expr.args] return type(expr)(expr.func, *args, start=expr.start, end=expr.end)

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37.8

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def resource_created_response(resource): """Return HTTP response with status code *201*, signaling a created *resource* :param resource: resource created as a result of current request :type resource: :class:`sandman.model.Model` :rtype: :class:`flask.Response` """ if _get_acceptable_respo...

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35.705882

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def insert(self, row, ensure=None, types=None): """Add a ``row`` dict by inserting it into the table. If ``ensure`` is set, any of the keys of the row are not table columns, they will be created automatically. During column creation, ``types`` will be checked for a key matching...

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def conditional_jit(function=None, **kwargs): # noqa: D202 """Use numba's jit decorator if numba is installed. Notes ----- If called without arguments then return wrapped function. @conditional_jit def my_func(): return else called with arguments @co...

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def parse(readDataInstance): """ Returns a new L{ImageBoundImportDescriptorEntry} object. @type readDataInstance: L{ReadData} @param readDataInstance: A L{ReadData} object containing data to create a new L{ImageBoundImportDescriptorEntry}. @rtype: L{ImageBoundIm...

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def _copy_replace(src, dst, replacements): """Copies the src file into dst applying the replacements dict""" with src.open() as infile, dst.open('w') as outfile: outfile.write(re.sub( '|'.join(re.escape(k) for k in replacements), lambda m: str(replacements[m.group(0)]), ...

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42.5

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def get_child_value(parent, name, allow_missing=0): """ return the value of the child element with name in the parent Element """ if not parent.HasElement(name): if allow_missing: return np.nan else: raise Exception('failed to find child element %s...

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45.333333

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def scale(text="", value=0, min=0 ,max=100, step=1, draw_value=True, title="", width=DEFAULT_WIDTH, height=DEFAULT_HEIGHT, timeout=None): """ Select a number with a range widget :param text: text inside window :type text: str :param value: current value :type value: int :param min...

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30.34375

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def calc_v_qa_v1(self): """Update the stored water volume based on the equation of continuity. Note that for too high outflow values, which would result in overdraining the lake, the outflow is trimmed. Required derived parameters: |Seconds| |NmbSubsteps| Required flux sequence: ...

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28.848485

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def _extract_options(orig_script): """ Extract any options from the first line of the script. """ first = (orig_script + '\n').splitlines()[0] match = _first_line_re().match(first) options = match.group(1) or '' if match else '' return options.strip()

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37.5

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def step(g, n1, n2, inbound=False, backward=False, continue_fn=None): """ Step along a path through a directed graph unless there is an intersection Example graph: Note that edge (1, 2) and (2, 3) are bidirectional, i.e., (2, 1) and (3, 2) are also edges 1 -- 2 -- 3 -->-- 5 -->-- 7 ...

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25.051948

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def get_items(self, project=None, scope_path=None, recursion_level=None, include_links=None, version_descriptor=None): """GetItems. Get a list of Tfvc items :param str project: Project ID or project name :param str scope_path: Version control path of a folder to return multiple items. ...

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63.666667

29.212121

def _parse(self, content): """ Parse data request to data from python. @param content: Context of request. @raise ParseError: """ if content: stream = BytesIO(str(content)) data = json.loads(stream.getvalue()) return dat...

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22

17.857143

def query_segdb(cls, flag, *args, **kwargs): """Query the initial LIGO segment database for the given flag Parameters ---------- flag : `str` The name of the flag for which to query *args Either, two `float`-like numbers indicating the GPS [s...

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37

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async def dispatch(self, request, view=None, **kwargs): """Dispatch request.""" if view is None and request.method not in self.methods: raise HTTPMethodNotAllowed(request.method, self.methods) method = getattr(self, view or request.method.lower()) response = await method(req...

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48.375

19.5

def iter_xCharts(self): """ Generate each xChart child element in document. """ plot_tags = ( qn('c:area3DChart'), qn('c:areaChart'), qn('c:bar3DChart'), qn('c:barChart'), qn('c:bubbleChart'), qn('c:doughnutChart'), qn('c:line3DChart'), qn('c:lineChart...

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38.411765

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def get_tokens(line: str) -> Iterator[str]: """ Yields tokens from input string. :param line: Input string. :return: Iterator over tokens. """ for token in line.rstrip().split(): if len(token) > 0: yield token

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24.5

9.5

def get_log_file_from_item(history): """ Return the log file based on provided history item. Description is optional. """ try: log_file, description = shlex.split(history) except ValueError: log_file = history.strip() return log_file

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22.333333

16.666667

def addVars(filename, varNamesStr, outOf=None): r"""Like `saveVars`, but appends additional variables to file.""" filename, varnames, outOf = __saveVarsHelper(filename, varNamesStr, outOf) f = None try: f = open(filename, "rb") h = cPickle.load(f) f.close() h.update(dict...

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32.428571

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def map_grounding(): """Map grounding on a list of INDRA Statements.""" if request.method == 'OPTIONS': return {} response = request.body.read().decode('utf-8') body = json.loads(response) stmts_json = body.get('statements') stmts = stmts_from_json(stmts_json) stmts_out = ac.map_grou...

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35.9

7.5

def traverse_next(page, nextx, results, tabular_data_headers=[], verbosity=0): """ Recursive generator to traverse through the next attribute and \ crawl through the links to be followed. :param page: The current page being parsed :param next: The next attribute of the current scraping dict :pa...

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45.205128

19.923077

def haversine(lat1, lon1, lat2, lon2): """ compute the distance in meters between two points in latlon Parameters ---------- lat1: int or float the latitude of point 1 lon1: int or float the longitude of point 1 lat2: int or float the latitude of point 2 lon2: in...

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27.038462

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def lyricsmode(song): """ Returns the lyrics found in lyricsmode.com for the specified mp3 file or an empty string if not found. """ translate = { URLESCAPE: '', ' ': '_' } artist = song.artist.lower() artist = normalize(artist, translate) title = song.title.lower() ...

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25.548387

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async def fetch_room(self, room_id): """Lookup details for a given room id""" url = "https://production.plum.technology/v2/getRoom" data = {"rid": room_id} return await self.__post(url, data)

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43.8

7.4

def act(self, *args, **kwargs): """gather a rules parameters together and run the predicate. If that returns True, then go on and run the action function returns: a tuple indicating the results of applying the predicate and the action function: (False, Non...

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46

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def _edges_in_tri_except(self, tri, edge): """Return the edges in *tri*, excluding *edge*. """ edges = [(tri[i], tri[(i+1) % 3]) for i in range(3)] try: edges.remove(tuple(edge)) except ValueError: edges.remove(tuple(edge[::-1])) return edges

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34

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def read_file(self, location): """Read in a yaml file and return as a python object""" try: return yaml.load(open(location)) except (yaml.parser.ParserError, yaml.scanner.ScannerError) as error: raise self.BadFileErrorKls("Failed to read yaml", location=location, error_ty...

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66.833333

35.666667

def vbar_stack(self, stackers, **kw): ''' Generate multiple ``VBar`` renderers for levels stacked bottom to top. Args: stackers (seq[str]) : a list of data source field names to stack successively for ``left`` and ``right`` bar coordinates. Additiona...

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38.902439

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def _unpack_obs(obs, space, tensorlib=tf): """Unpack a flattened Dict or Tuple observation array/tensor. Arguments: obs: The flattened observation tensor space: The original space prior to flattening tensorlib: The library used to unflatten (reshape) the array/tensor """ if (is...

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39.780488

17.146341