kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def _wrap_callback_parse_link_event(subscription, on_data, message): """ Wraps a user callback to parse LinkEvents from a WebSocket data message """ if message.type == message.DATA: if message.data.type == yamcs_pb2.LINK_EVENT: link_message = getattr(message.data, 'linkEvent') ...	[ "def", "_wrap_callback_parse_link_event", "(", "subscription", ",", "on_data", ",", "message", ")", ":", "if", "message", ".", "type", "==", "message", ".", "DATA", ":", "if", "message", ".", "data", ".", "type", "==", "yamcs_pb2", ".", "LINK_EVENT", ":", ...	38.923077	9.076923
def _load_cache(self): """ the method is implemented for the purpose of optimization, byte positions will not be re-read from a file that has already been used, if the content of the file has changed, and the name has been left the same, the old version of byte offsets will be loaded ...	[ "def", "_load_cache", "(", "self", ")", ":", "try", ":", "with", "open", "(", "self", ".", "__cache_path", ",", "'rb'", ")", "as", "f", ":", "return", "load", "(", "f", ")", "except", "FileNotFoundError", ":", "return", "except", "IsADirectoryError", "as...	50.0625	24.5625
def change_db(self, db, user=None): """Change connect database.""" # Get original config and change database key config = self._config config['database'] = db if user: config['user'] = user self.database = db # Close current database connection ...	[ "def", "change_db", "(", "self", ",", "db", ",", "user", "=", "None", ")", ":", "# Get original config and change database key", "config", "=", "self", ".", "_config", "config", "[", "'database'", "]", "=", "db", "if", "user", ":", "config", "[", "'user'", ...	28.428571	13.714286
def get_values(item): """Extract value from regex hit.""" fracs = r'\|'.join(r.UNI_FRAC) value = item.group(2) value = re.sub(ur'(?<=\d)(%s)10' % r.MULTIPLIERS, 'e', value) value = re.sub(fracs, callback, value, re.IGNORECASE) value = re.sub(' +', ' ', value) range_separator = re.findall(ur...	[ "def", "get_values", "(", "item", ")", ":", "fracs", "=", "r'\|'", ".", "join", "(", "r", ".", "UNI_FRAC", ")", "value", "=", "item", ".", "group", "(", "2", ")", "value", "=", "re", ".", "sub", "(", "ur'(?<=\\d)(%s)10'", "%", "r", ".", "MULTIPLIERS...	34.235294	19.088235
def create(dataset, target, features=None, l2_penalty=1e-2, l1_penalty=0.0, solver='auto', feature_rescaling=True, convergence_threshold = _DEFAULT_SOLVER_OPTIONS['convergence_threshold'], step_size = _DEFAULT_SOLVER_OPTIONS['step_size'], lbfgs_memory_level = _DEFAULT_SOLVER_OPTIONS['lbfgs_memory_level'...	[ "def", "create", "(", "dataset", ",", "target", ",", "features", "=", "None", ",", "l2_penalty", "=", "1e-2", ",", "l1_penalty", "=", "0.0", ",", "solver", "=", "'auto'", ",", "feature_rescaling", "=", "True", ",", "convergence_threshold", "=", "_DEFAULT_SOL...	44.992248	29.232558
def getSimulations(self, times, kwargs): """ A generator to quickly access many simulations. The arguments are the same as for `getSimulation`. """ for t in times: yield self.getSimulation(t, kwargs)	[ "def", "getSimulations", "(", "self", ",", "times", ",", "", "", "kwargs", ")", ":", "for", "t", "in", "times", ":", "yield", "self", ".", "getSimulation", "(", "t", ",", "", "", "kwargs", ")" ]	35.714286	8.857143
def setup_addon_register(self, harpoon): """Setup our addon register""" # Create the addon getter and register the crosshairs namespace self.addon_getter = AddonGetter() self.addon_getter.add_namespace("harpoon.crosshairs", Result.FieldSpec(), Addon.FieldSpec()) # Initiate the a...	[ "def", "setup_addon_register", "(", "self", ",", "harpoon", ")", ":", "# Create the addon getter and register the crosshairs namespace", "self", ".", "addon_getter", "=", "AddonGetter", "(", ")", "self", ".", "addon_getter", ".", "add_namespace", "(", "\"harpoon.crosshair...	41.666667	22.833333
def _pop_none(self, kwargs): """Remove default values (anything where the value is None). click is unfortunately bad at the way it sends through unspecified defaults.""" for key, value in copy(kwargs).items(): # options with multiple=True return a tuple if value is None o...	[ "def", "_pop_none", "(", "self", ",", "kwargs", ")", ":", "for", "key", ",", "value", "in", "copy", "(", "kwargs", ")", ".", "items", "(", ")", ":", "# options with multiple=True return a tuple", "if", "value", "is", "None", "or", "value", "==", "(", ")"...	48.888889	5.666667
def to_pandas(self): """Convert to pandas MultiIndex. Returns ------- pandas.base.MultiIndex """ if not all(ind.is_raw() for ind in self.values): raise ValueError('Cannot convert to pandas MultiIndex if not evaluated.') from pandas import MultiIndex...	[ "def", "to_pandas", "(", "self", ")", ":", "if", "not", "all", "(", "ind", ".", "is_raw", "(", ")", "for", "ind", "in", "self", ".", "values", ")", ":", "raise", "ValueError", "(", "'Cannot convert to pandas MultiIndex if not evaluated.'", ")", "from", "pand...	28.125	24.9375
def stream(repo_uri, stream_uri, verbose, assume, sort, before=None, after=None): """Stream git history policy changes to destination. Default stream destination is a summary of the policy changes to stdout, one per line. Also supported for stdout streaming is `jsonline`. AWS Kinesis and SQS destinat...	[ "def", "stream", "(", "repo_uri", ",", "stream_uri", ",", "verbose", ",", "assume", ",", "sort", ",", "before", "=", "None", ",", "after", "=", "None", ")", ":", "logging", ".", "basicConfig", "(", "format", "=", "\"%(asctime)s: %(name)s:%(levelname)s %(messag...	39.244898	24.77551
def shutdown(self, how=socket.SHUT_RDWR): """ Send a shutdown signal for both reading and writing, or whatever socket.SHUT_* constant you like. Shutdown differs from closing in that it explicitly changes the state of the socket resource to closed, whereas closing will only decre...	[ "def", "shutdown", "(", "self", ",", "how", "=", "socket", ".", "SHUT_RDWR", ")", ":", "if", "self", ".", "_sock_send", "is", "not", "None", ":", "self", ".", "_sock_send", ".", "shutdown", "(", "how", ")", "return", "self", ".", "sock", ".", "shutdo...	49.5	21.944444
def grabEmails(emails=None, emailsFile=None, nicks=None, nicksFile=None, domains=EMAIL_DOMAINS, excludeDomains=[]): """ Method that generates a list of emails. Args: ----- emails: Any premade list of emails. emailsFile: Filepath to the emails file (one per line). nicks: A list o...	[ "def", "grabEmails", "(", "emails", "=", "None", ",", "emailsFile", "=", "None", ",", "nicks", "=", "None", ",", "nicksFile", "=", "None", ",", "domains", "=", "EMAIL_DOMAINS", ",", "excludeDomains", "=", "[", "]", ")", ":", "email_candidates", "=", "[",...	36.348837	16.627907
def patch_memcache(): """Monkey patch python-memcached to implement our consistent hashring in its node selection and operations. """ def _init(self, servers, k, kw): self._old_init(servers, k, **kw) nodes = {} for server in self.servers: conf = { ...	[ "def", "patch_memcache", "(", ")", ":", "def", "_init", "(", "self", ",", "servers", ",", "", "k", ",", "", "", "kw", ")", ":", "self", ".", "_old_init", "(", "servers", ",", "", "k", ",", "", "", "kw", ")", "nodes", "=", "{", "}", "for...	31.228571	13.4
def _hash(secret: bytes, data: bytes, alg: str) -> bytes: """ Create a new HMAC hash. :param secret: The secret used when hashing data. :type secret: bytes :param data: The data to hash. :type data: bytes :param alg: The algorithm to use when hashing `data`. :type alg: str :return: ...	[ "def", "_hash", "(", "secret", ":", "bytes", ",", "data", ":", "bytes", ",", "alg", ":", "str", ")", "->", "bytes", ":", "algorithm", "=", "get_algorithm", "(", "alg", ")", "return", "hmac", ".", "new", "(", "secret", ",", "msg", "=", "data", ",", ...	27.588235	15.588235
def weave(target, advices, pointcut=None, depth=1, public=False): """Weave advices such as Advice objects.""" advices = ( advice if isinstance(advice, Advice) else Advice(advice) for advice in advices ) weave( target=target, advices=advices, pointcut...	[ "def", "weave", "(", "target", ",", "advices", ",", "pointcut", "=", "None", ",", "depth", "=", "1", ",", "public", "=", "False", ")", ":", "advices", "=", "(", "advice", "if", "isinstance", "(", "advice", ",", "Advice", ")", "else", "Advice", "(", ...	30.666667	22.75
def main(self, args=None): """Enter filesystem service loop.""" if get_compat_0_1(): args = self.main_0_1_preamble() d = {'multithreaded': self.multithreaded and 1 or 0} d['fuse_args'] = args or self.fuse_args.assemble() for t in 'file_class', 'dir_class': ...	[ "def", "main", "(", "self", ",", "args", "=", "None", ")", ":", "if", "get_compat_0_1", "(", ")", ":", "args", "=", "self", ".", "main_0_1_preamble", "(", ")", "d", "=", "{", "'multithreaded'", ":", "self", ".", "multithreaded", "and", "1", "or", "0"...	31.964286	19.035714
def choice(self, other): '''(\|) This combinator implements choice. The parser p \| q first applies p. If it succeeds, the value of p is returned. If p fails without consuming any input, parser q is tried. NOTICE: without backtrack.''' @Parser def choice_parser(text, in...	[ "def", "choice", "(", "self", ",", "other", ")", ":", "@", "Parser", "def", "choice_parser", "(", "text", ",", "index", ")", ":", "res", "=", "self", "(", "text", ",", "index", ")", "return", "res", "if", "res", ".", "status", "or", "res", ".", "...	46.4	18.8
def update(): ''' Update the cache file for the bucket. ''' metadata = _init() if S3_SYNC_ON_UPDATE: # sync the buckets to the local cache log.info('Syncing local cache from S3...') for saltenv, env_meta in six.iteritems(metadata): for bucket_files in _find_file...	[ "def", "update", "(", ")", ":", "metadata", "=", "_init", "(", ")", "if", "S3_SYNC_ON_UPDATE", ":", "# sync the buckets to the local cache", "log", ".", "info", "(", "'Syncing local cache from S3...'", ")", "for", "saltenv", ",", "env_meta", "in", "six", ".", "i...	39.666667	26.904762
def _save_config(self, filename=None): """ Save the given user configuration. """ if filename is None: filename = self._config_filename parent_path = os.path.dirname(filename) if not os.path.isdir(parent_path): os.makedirs(parent_path) with...	[ "def", "_save_config", "(", "self", ",", "filename", "=", "None", ")", ":", "if", "filename", "is", "None", ":", "filename", "=", "self", ".", "_config_filename", "parent_path", "=", "os", ".", "path", ".", "dirname", "(", "filename", ")", "if", "not", ...	35.272727	3.818182
def transfer(self, new_region_slug): """ Transfer the image """ return self.get_data( "images/%s/actions/" % self.id, type=POST, params={"type": "transfer", "region": new_region_slug} )	[ "def", "transfer", "(", "self", ",", "new_region_slug", ")", ":", "return", "self", ".", "get_data", "(", "\"images/%s/actions/\"", "%", "self", ".", "id", ",", "type", "=", "POST", ",", "params", "=", "{", "\"type\"", ":", "\"transfer\"", ",", "\"region\"...	28.555556	11.444444
def validate_wrap(self, value): ''' Validates the type and length of ``value`` ''' if not isinstance(value, basestring): self._fail_validation_type(value, basestring) if self.regex.match(value) is None: self._fail_validation(value, 'Value does not match regular expression...	[ "def", "validate_wrap", "(", "self", ",", "value", ")", ":", "if", "not", "isinstance", "(", "value", ",", "basestring", ")", ":", "self", ".", "_fail_validation_type", "(", "value", ",", "basestring", ")", "if", "self", ".", "regex", ".", "match", "(", ...	52.833333	15.833333
def volume_disk_temp_max(self, volume): """Maximum temperature of all disks making up the volume""" volume = self._get_volume(volume) if volume is not None: vol_disks = volume["disks"] if vol_disks is not None: max_temp = 0 for vol...	[ "def", "volume_disk_temp_max", "(", "self", ",", "volume", ")", ":", "volume", "=", "self", ".", "_get_volume", "(", "volume", ")", "if", "volume", "is", "not", "None", ":", "vol_disks", "=", "volume", "[", "\"disks\"", "]", "if", "vol_disks", "is", "not...	38.357143	11.928571
def unfreeze(label, pop=False, environ=None): """Reset the environment to its state before it was frozen by :func:`freeze`. :param str label: The name for the frozen environment. :param bool pop: Destroy the freeze after use; only allow unfreeze once. :param dict environ: The environment to work on; de...	[ "def", "unfreeze", "(", "label", ",", "pop", "=", "False", ",", "environ", "=", "None", ")", ":", "environ", "=", "os", ".", "environ", "if", "environ", "is", "None", "else", "environ", "diff", "=", "_get_diff", "(", "environ", ",", "label", ",", "po...	30.73913	23.173913
def maybe_thenable(obj, on_resolve): """ Execute a on_resolve function once the thenable is resolved, returning the same type of object inputed. If the object is not thenable, it should return on_resolve(obj) """ if isawaitable(obj) and not isinstance(obj, Promise): return await_and_exec...	[ "def", "maybe_thenable", "(", "obj", ",", "on_resolve", ")", ":", "if", "isawaitable", "(", "obj", ")", "and", "not", "isinstance", "(", "obj", ",", "Promise", ")", ":", "return", "await_and_execute", "(", "obj", ",", "on_resolve", ")", "if", "is_thenable"...	35.133333	14.733333
def get_sections_with_students_in_course(self, course_id, params={}): """ Return list of sections including students for the passed course ID. """ include = params.get("include", []) if "students" not in include: include.append("students") params["include"] = ...	[ "def", "get_sections_with_students_in_course", "(", "self", ",", "course_id", ",", "params", "=", "{", "}", ")", ":", "include", "=", "params", ".", "get", "(", "\"include\"", ",", "[", "]", ")", "if", "\"students\"", "not", "in", "include", ":", "include"...	38.1	13.9
def restore(self, image): """ Restore the droplet to the specified backup image A Droplet restoration will rebuild an image using a backup image. The image ID that is passed in must be a backup of the current Droplet instance. The operation will leave any embedded S...	[ "def", "restore", "(", "self", ",", "image", ")", ":", "if", "isinstance", "(", "image", ",", "Image", ")", ":", "image", "=", "image", ".", "id", "return", "self", ".", "act", "(", "type", "=", "'restore'", ",", "image", "=", "image", ")" ]	41.7	20.6
def reverse_readline(m_file, blk_size=4096, max_mem=4000000): """ Generator method to read a file line-by-line, but backwards. This allows one to efficiently get data at the end of a file. Based on code by Peter Astrand <astrand@cendio.se>, using modifications by Raymond Hettinger and Kevin German....	[ "def", "reverse_readline", "(", "m_file", ",", "blk_size", "=", "4096", ",", "max_mem", "=", "4000000", ")", ":", "# Check if the file stream is a bit stream or not", "is_text", "=", "isinstance", "(", "m_file", ",", "io", ".", "TextIOWrapper", ")", "try", ":", ...	37.807229	20.216867
def fetch_celery_task_state(celery_task): """ Fetch and return the state of the given celery task. The scope of this function is global so that it can be called by subprocesses in the pool. :param celery_task: a tuple of the Celery task key and the async Celery object used to fetch the task's s...	[ "def", "fetch_celery_task_state", "(", "celery_task", ")", ":", "try", ":", "with", "timeout", "(", "seconds", "=", "2", ")", ":", "# Accessing state property of celery task will make actual network request", "# to get the current state of the task.", "res", "=", "(", "cele...	44.681818	24.045455
def get_nodes(environment=None): """Gets all nodes found in the nodes/ directory""" if not os.path.exists('nodes'): return [] nodes = [] for filename in sorted( [f for f in os.listdir('nodes') if (not os.path.isdir(f) and f.endswith(".json") and not f.st...	[ "def", "get_nodes", "(", "environment", "=", "None", ")", ":", "if", "not", "os", ".", "path", ".", "exists", "(", "'nodes'", ")", ":", "return", "[", "]", "nodes", "=", "[", "]", "for", "filename", "in", "sorted", "(", "[", "f", "for", "f", "in"...	39.785714	16.357143
def index(self, columnnames, sort=True): """Return a tableindex object. :class:`tableindex` lets one get the row numbers of the rows holding given values for the columns for which the index is created. It uses an in-memory index on which a binary search is done. By default the t...	[ "def", "index", "(", "self", ",", "columnnames", ",", "sort", "=", "True", ")", ":", "from", ".", "tableindex", "import", "tableindex", "return", "tableindex", "(", "self", ",", "columnnames", ",", "sort", ")" ]	36.444444	21.722222
def _next_datetime_with_utc_hour(table_name, utc_hour): ''' Datapipeline API is throttling us, as all the pipelines are started at the same time. We would like to uniformly distribute the startTime over a 60 minute window. Return the next future utc datetime where hour == utc_hour minut...	[ "def", "_next_datetime_with_utc_hour", "(", "table_name", ",", "utc_hour", ")", ":", "today", "=", "datetime", ".", "date", ".", "today", "(", ")", "# The minute and second values generated are deterministic, as we do not want", "# pipeline definition to change for every run.", ...	36.892857	23.321429
def run_sync(self): """ Runs the message loop until the Pebble disconnects. This method will block until the watch disconnects or a fatal error occurs. For alternatives that don't block forever, see :meth:`pump_reader` and :meth:`run_async`. """ while self.connected: ...	[ "def", "run_sync", "(", "self", ")", ":", "while", "self", ".", "connected", ":", "try", ":", "self", ".", "pump_reader", "(", ")", "except", "PacketDecodeError", "as", "e", ":", "logger", ".", "warning", "(", "\"Packet decode failed: %s\"", ",", "e", ")",...	37	20.714286
def panels(): """Show all panels for a case.""" if request.method == 'POST': # update an existing panel csv_file = request.files['csv_file'] content = csv_file.stream.read() lines = None try: if b'\n' in content: lines = content.decode('utf-8',...	[ "def", "panels", "(", ")", ":", "if", "request", ".", "method", "==", "'POST'", ":", "# update an existing panel", "csv_file", "=", "request", ".", "files", "[", "'csv_file'", "]", "content", "=", "csv_file", ".", "stream", ".", "read", "(", ")", "lines", ...	42.387097	21.048387
def experiments_create(self, subject_id, image_group_id, properties): """Create an experiment object with subject, and image group. Objects are referenced by their unique identifiers. The API ensure that at time of creation all referenced objects exist. Referential consistency, however, ...	[ "def", "experiments_create", "(", "self", ",", "subject_id", ",", "image_group_id", ",", "properties", ")", ":", "# Ensure that reference subject exists", "if", "self", ".", "subjects_get", "(", "subject_id", ")", "is", "None", ":", "raise", "ValueError", "(", "'u...	42.515152	22.393939
def __get_query_basic(cls, date_field=None, start=None, end=None, filters={}): """ Create a es_dsl query object with the date range and filters. :param date_field: field with the date value :param start: date with the from value, should be a datetime.datetime o...	[ "def", "__get_query_basic", "(", "cls", ",", "date_field", "=", "None", ",", "start", "=", "None", ",", "end", "=", "None", ",", "filters", "=", "{", "}", ")", ":", "query_basic", "=", "Search", "(", ")", "query_filters", "=", "cls", ".", "__get_query_...	44.473684	23.947368
def _get_token_type_enum(self): """Builds the python source code for the Parser TokenType enum.""" fmt = "class TokenType(Enum):\n" \ "{indent}\"\"\"The token types for parse nodes generated by the Parser.\"\"\"\n" \ "{indent}" + \ "\n{indent}".join("{1} = {0}".format(num + 1, r.na...	[ "def", "_get_token_type_enum", "(", "self", ")", ":", "fmt", "=", "\"class TokenType(Enum):\\n\"", "\"{indent}\\\"\\\"\\\"The token types for parse nodes generated by the Parser.\\\"\\\"\\\"\\n\"", "\"{indent}\"", "+", "\"\\n{indent}\"", ".", "join", "(", "\"{1} = {0}\"", ".", "f...	56.571429	20
def _stub_task(self, description, tags=None, **kw): """ Given a description, stub out a task dict. """ # If whitespace is not removed here, TW will do it when we pass the # task to it. task = {"description": description.strip()} # Allow passing "tags" in as part of kw. ...	[ "def", "_stub_task", "(", "self", ",", "description", ",", "tags", "=", "None", ",", "", "", "kw", ")", ":", "# If whitespace is not removed here, TW will do it when we pass the", "# task to it.", "task", "=", "{", "\"description\"", ":", "description", ".", "stri...	28.428571	21.380952
def download_sample(job, sample, inputs): """ Download the input sample :param JobFunctionWrappingJob job: passed by Toil automatically :param tuple sample: Tuple containing (UUID,URL) of a sample :param Namespace inputs: Stores input arguments (see main) """ uuid, url = sample job.file...	[ "def", "download_sample", "(", "job", ",", "sample", ",", "inputs", ")", ":", "uuid", ",", "url", "=", "sample", "job", ".", "fileStore", ".", "logToMaster", "(", "'Downloading sample: {}'", ".", "format", "(", "uuid", ")", ")", "# Download sample", "tar_id"...	43.555556	18.444444
async def create_email_identity(self, client_id, identity, passwd, *, user_id=None # 如果设置用户ID，则创建该用户的新登录身份 ) -> SessionIdentity : """ 创建使用电子邮件地址和密码登录的用户身份 """ assert passwd value, _ = await self._client.get(f"/users/identity/{identity}") if val...	[ "async", "def", "create_email_identity", "(", "self", ",", "client_id", ",", "identity", ",", "passwd", ",", "*", ",", "user_id", "=", "None", "# 如果设置用户ID，则创建该用户的新登录身份", ")", "->", "SessionIdentity", ":", "assert", "passwd", "value", ",", "_", "=", "await", ...	30.1	22.033333
def _get_library_search_paths(): """ Returns a list of library search paths, considering of the current working directory, default paths and paths from environment variables. """ search_paths = [ '', '/usr/lib64', '/usr/local/lib64', '/usr/lib', '/usr/local/lib', ...	[ "def", "_get_library_search_paths", "(", ")", ":", "search_paths", "=", "[", "''", ",", "'/usr/lib64'", ",", "'/usr/local/lib64'", ",", "'/usr/lib'", ",", "'/usr/local/lib'", ",", "'/run/current-system/sw/lib'", ",", "'/usr/lib/x86_64-linux-gnu/'", ",", "os", ".", "pa...	33.227273	17.045455
def create(self, service_name, json, kwargs): """Create a new AppNexus object""" return self._send(requests.post, service_name, json, kwargs)	[ "def", "create", "(", "self", ",", "service_name", ",", "json", ",", "", "", "kwargs", ")", ":", "return", "self", ".", "_send", "(", "requests", ".", "post", ",", "service_name", ",", "json", ",", "", "", "kwargs", ")" ]	53	12.333333
def add_route(app, fn, context=default_context): """ a decorator that adds a transmute route to the application. """ transmute_func = TransmuteFunction( fn, args_not_from_request=["request"] ) handler = create_handler(transmute_func, context=context) get_swagger_spec(app).add...	[ "def", "add_route", "(", "app", ",", "fn", ",", "context", "=", "default_context", ")", ":", "transmute_func", "=", "TransmuteFunction", "(", "fn", ",", "args_not_from_request", "=", "[", "\"request\"", "]", ")", "handler", "=", "create_handler", "(", "transmu...	35.8125	13.8125
def _family_id_to_superclass(self, family_id): """ Temporary hardcoded mapping from serialized family id to either `class :XBlock:` or `:XBlockAside` """ for family in [XBlock, XBlockAside]: if family_id == family.entry_point: return family raise Value...	[ "def", "_family_id_to_superclass", "(", "self", ",", "family_id", ")", ":", "for", "family", "in", "[", "XBlock", ",", "XBlockAside", "]", ":", "if", "family_id", "==", "family", ".", "entry_point", ":", "return", "family", "raise", "ValueError", "(", "'No s...	44.75	14.75
def entries(self): """ Return the sorted list of entries in this container, each represented by its full path inside the container. :rtype: list of strings (path) :raises: TypeError: if this container does not exist :raises: OSError: if an error occurred reading the give...	[ "def", "entries", "(", "self", ")", ":", "self", ".", "log", "(", "u\"Getting entries\"", ")", "if", "not", "self", ".", "exists", "(", ")", ":", "self", ".", "log_exc", "(", "u\"This container does not exist. Wrong path?\"", ",", "None", ",", "True", ",", ...	46.1875	19.6875
def submit_property_batch( self, name_id, timeout=60, operations=None, custom_headers=None, raw=False, **operation_config): """Submits a property batch. Submits a batch of property operations. Either all or none of the operations will be committed. :param name_id: The Servi...	[ "def", "submit_property_batch", "(", "self", ",", "name_id", ",", "timeout", "=", "60", ",", "operations", "=", "None", ",", "custom_headers", "=", "None", ",", "raw", "=", "False", ",", "", "", "operation_config", ")", ":", "property_batch_description_list"...	43.644737	26.947368
def close(self): """Disposes of any internal state. Currently, this closes the PoolManager and any active ProxyManager, which closes any pooled connections. """ self.poolmanager.clear() for proxy in self.proxy_manager.values(): proxy.clear()	[ "def", "close", "(", "self", ")", ":", "self", ".", "poolmanager", ".", "clear", "(", ")", "for", "proxy", "in", "self", ".", "proxy_manager", ".", "values", "(", ")", ":", "proxy", ".", "clear", "(", ")" ]	32.666667	15
def handle_data(self, context, data, dt): """ Calls the callable only when the rule is triggered. """ if self.rule.should_trigger(dt): self.callback(context, data)	[ "def", "handle_data", "(", "self", ",", "context", ",", "data", ",", "dt", ")", ":", "if", "self", ".", "rule", ".", "should_trigger", "(", "dt", ")", ":", "self", ".", "callback", "(", "context", ",", "data", ")" ]	33.666667	3.333333
def _sanitize_dates(start, end): """ Return (datetime_start, datetime_end) tuple if start is None - default is 2015/01/01 if end is None - default is today """ if isinstance(start, int): # regard int as year start = datetime(start, 1, 1) start = to_datetime(start) ...	[ "def", "_sanitize_dates", "(", "start", ",", "end", ")", ":", "if", "isinstance", "(", "start", ",", "int", ")", ":", "# regard int as year\r", "start", "=", "datetime", "(", "start", ",", "1", ",", "1", ")", "start", "=", "to_datetime", "(", "start", ...	28.136364	12.590909
def convert(word): """This method converts given `word` to UTF-8 encoding and `bytes` type for the SWIG wrapper.""" if six.PY2: if isinstance(word, unicode): return word.encode('utf-8') else: return word.decode('utf-8').encode('utf-8') # make sure it is real utf8, ...	[ "def", "convert", "(", "word", ")", ":", "if", "six", ".", "PY2", ":", "if", "isinstance", "(", "word", ",", "unicode", ")", ":", "return", "word", ".", "encode", "(", "'utf-8'", ")", "else", ":", "return", "word", ".", "decode", "(", "'utf-8'", ")...	38.916667	17.583333
def load_config(self, argv=None, aliases=None, flags=None): """Parse the configuration and generate the Config object. After loading, any arguments that are not key-value or flags will be stored in self.extra_args - a list of unparsed command-line arguments. This is used for ar...	[ "def", "load_config", "(", "self", ",", "argv", "=", "None", ",", "aliases", "=", "None", ",", "flags", "=", "None", ")", ":", "from", "IPython", ".", "config", ".", "configurable", "import", "Configurable", "self", ".", "clear", "(", ")", "if", "argv"...	40.868421	18.118421
def activate_program(self, program): """ Called by program which desires to manipulate this actuator, when it is activated. """ self.logger.debug("activate_program %s", program) if program in self.program_stack: return with self._program_lock: ...	[ "def", "activate_program", "(", "self", ",", "program", ")", ":", "self", ".", "logger", ".", "debug", "(", "\"activate_program %s\"", ",", "program", ")", "if", "program", "in", "self", ".", "program_stack", ":", "return", "with", "self", ".", "_program_loc...	38.25	15.416667
def histogram_pb(tag, data, buckets=None, description=None): """Create a histogram summary protobuf. Arguments: tag: String tag for the summary. data: A `np.array` or array-like form of any shape. Must have type castable to `float`. buckets: Optional positive `int`. The output will have this ...	[ "def", "histogram_pb", "(", "tag", ",", "data", ",", "buckets", "=", "None", ",", "description", "=", "None", ")", ":", "bucket_count", "=", "DEFAULT_BUCKET_COUNT", "if", "buckets", "is", "None", "else", "buckets", "data", "=", "np", ".", "array", "(", "...	40.288462	18.903846
def estimate_tx_gas(self, safe_address: str, to: str, value: int, data: bytes, operation: int) -> int: """ Estimate tx gas. Use the max of calculation using safe method and web3 if operation == CALL or use just the safe calculation otherwise """ # Costs to route through the proxy...	[ "def", "estimate_tx_gas", "(", "self", ",", "safe_address", ":", "str", ",", "to", ":", "str", ",", "value", ":", "int", ",", "data", ":", "bytes", ",", "operation", ":", "int", ")", "->", "int", ":", "# Costs to route through the proxy and nested calls", "p...	55.083333	28.5
def track_statistic(self, name, description='', max_rows=None): """ Create a Statistic object in the Tracker. """ if name in self._tables: raise TableConflictError(name) if max_rows is None: max_rows = AnonymousUsageTracker.MAX_ROWS_PER_TABLE self....	[ "def", "track_statistic", "(", "self", ",", "name", ",", "description", "=", "''", ",", "max_rows", "=", "None", ")", ":", "if", "name", "in", "self", ".", "_tables", ":", "raise", "TableConflictError", "(", "name", ")", "if", "max_rows", "is", "None", ...	43.8	13.6
def get_draft_page_by_id(self, page_id, status='draft'): """ Provide content by id with status = draft :param page_id: :param status: :return: """ url = 'rest/api/content/{page_id}?status={status}'.format(page_id=page_id, status=status) return self.get(url...	[ "def", "get_draft_page_by_id", "(", "self", ",", "page_id", ",", "status", "=", "'draft'", ")", ":", "url", "=", "'rest/api/content/{page_id}?status={status}'", ".", "format", "(", "page_id", "=", "page_id", ",", "status", "=", "status", ")", "return", "self", ...	34.777778	17
def patched_context(module_names, *kwargs): """apply emulation patches only for a specific context :param module_names: var-args for the modules to patch, as in :func:`patch` :param local: if True, unpatching is done on every switch-out, and re-patching on every switch-in, so that they ar...	[ "def", "patched_context", "(", "", "module_names", ",", "", "*", "kwargs", ")", ":", "local", "=", "kwargs", ".", "pop", "(", "'local'", ",", "False", ")", "if", "kwargs", ":", "raise", "TypeError", "(", "\"patched_context() got an unexpected keyword \"", "+...	33.3	21.866667
def get_dataset(self, key, info, out=None): """Get a dataset from the file.""" logger.debug("Reading %s.", key.name) values = self.file_content[key.name] selected = np.array(self.selected) if key.name in ("Latitude", "Longitude"): values = values / 10000. if ...	[ "def", "get_dataset", "(", "self", ",", "key", ",", "info", ",", "out", "=", "None", ")", ":", "logger", ".", "debug", "(", "\"Reading %s.\"", ",", "key", ".", "name", ")", "values", "=", "self", ".", "file_content", "[", "key", ".", "name", "]", "...	35	15.071429
def get_git_version(path): """Get the GIT version.""" branch_name = get_git_cleaned_branch_name(path) # Determine whether working copy is dirty (i.e. contains modified files) mods = run_cmd(path, 'git', 'status', '--porcelain', '--untracked-files=no') dirty = '.dirty' if mods else '' # Get a lis...	[ "def", "get_git_version", "(", "path", ")", ":", "branch_name", "=", "get_git_cleaned_branch_name", "(", "path", ")", "# Determine whether working copy is dirty (i.e. contains modified files)", "mods", "=", "run_cmd", "(", "path", ",", "'git'", ",", "'status'", ",", "'-...	47.25	19.068182
def get_argval(argstr_, type_=None, default=None, help_=None, smartcast=True, return_specified=None, argv=None, verbose=None, debug=None, return_was_specified=False, pos=None): r""" Returns a value of an argument specified on the command line after some flag Args: args...	[ "def", "get_argval", "(", "argstr_", ",", "type_", "=", "None", ",", "default", "=", "None", ",", "help_", "=", "None", ",", "smartcast", "=", "True", ",", "return_specified", "=", "None", ",", "argv", "=", "None", ",", "verbose", "=", "None", ",", "...	46.639706	21.959559
def _entity_list_as_bel(entities: Iterable[BaseEntity]) -> str: """Stringify a list of BEL entities.""" return ', '.join( e.as_bel() for e in entities )	[ "def", "_entity_list_as_bel", "(", "entities", ":", "Iterable", "[", "BaseEntity", "]", ")", "->", "str", ":", "return", "', '", ".", "join", "(", "e", ".", "as_bel", "(", ")", "for", "e", "in", "entities", ")" ]	29.166667	19
def create_resumable_upload_session( self, content_type=None, size=None, origin=None, client=None ): """Create a resumable upload session. Resumable upload sessions allow you to start an upload session from one client and complete the session in another. This method is called ...	[ "def", "create_resumable_upload_session", "(", "self", ",", "content_type", "=", "None", ",", "size", "=", "None", ",", "origin", "=", "None", ",", "client", "=", "None", ")", ":", "extra_headers", "=", "{", "}", "if", "origin", "is", "not", "None", ":",...	42.478261	23.847826
def get_files(self): """ Read and parse files from a directory, return a dictionary of path => post """ files = {} for filename in os.listdir(self.source): path = os.path.join(self.source, filename) files[filename] = frontmatter.load(path, ...	[ "def", "get_files", "(", "self", ")", ":", "files", "=", "{", "}", "for", "filename", "in", "os", ".", "listdir", "(", "self", ".", "source", ")", ":", "path", "=", "os", ".", "path", ".", "join", "(", "self", ".", "source", ",", "filename", ")",...	31.538462	12.461538
def copy_to_file(self, name, fp_dest, callback=None): """Write cur_dir/name to file-like `fp_dest`. Args: name (str): file name, located in self.curdir fp_dest (file-like): must support write() method callback (function, optional): Called like ...	[ "def", "copy_to_file", "(", "self", ",", "name", ",", "fp_dest", ",", "callback", "=", "None", ")", ":", "assert", "compat", ".", "is_native", "(", "name", ")", "def", "_write_to_file", "(", "data", ")", ":", "# print(\"_write_to_file() {} bytes.\".format(len(da...	35.45	18.65
def etd_ms_py2dict(elements): """Convert a Python object into a Python dictionary.""" metadata_dict = {} # Loop through all elements in the Python object. for element in elements.children: # Start an empty element list if an entry for the element # list hasn't been made in the dictionary...	[ "def", "etd_ms_py2dict", "(", "elements", ")", ":", "metadata_dict", "=", "{", "}", "# Loop through all elements in the Python object.", "for", "element", "in", "elements", ".", "children", ":", "# Start an empty element list if an entry for the element", "# list hasn't been ma...	43.742857	11.257143
def read_chunk(filename, offset=-1, length=-1, escape_data=False): """ Read a chunk of a file from an offset upto the length. """ try: length = int(length) offset = int(offset) except ValueError: return {} if not os.path.isfile(filename): return {} try: fstat = os.stat(filename) ex...	[ "def", "read_chunk", "(", "filename", ",", "offset", "=", "-", "1", ",", "length", "=", "-", "1", ",", "escape_data", "=", "False", ")", ":", "try", ":", "length", "=", "int", "(", "length", ")", "offset", "=", "int", "(", "offset", ")", "except", ...	19.805556	22.416667
def set_icon(self, icon, qtgui_module): """Save the icon and set its attributes.""" if self._use_fallback: icon.addFile(self._fallback) else: for role, pixmap in self._roles.items(): if role.endswith("off"): mode = role[:-3] ...	[ "def", "set_icon", "(", "self", ",", "icon", ",", "qtgui_module", ")", ":", "if", "self", ".", "_use_fallback", ":", "icon", ".", "addFile", "(", "self", ".", "_fallback", ")", "else", ":", "for", "role", ",", "pixmap", "in", "self", ".", "_roles", "...	33.708333	17.083333
def verify_create_instance(self, **kwargs): """Verifies an instance creation command. Without actually placing an order. See :func:`create_instance` for a list of available options. Example:: new_vsi = { 'domain': u'test01.labs.sftlyr.ws', '...	[ "def", "verify_create_instance", "(", "self", ",", "", "", "kwargs", ")", ":", "kwargs", ".", "pop", "(", "'tags'", ",", "None", ")", "create_options", "=", "self", ".", "_generate_create_dict", "(", "", "", "kwargs", ")", "return", "self", ".", "gue...	36.375	15.0625
def zip_job(job_ini, archive_zip='', risk_ini='', oq=None, log=logging.info): """ Zip the given job.ini file into the given archive, together with all related files. """ if not os.path.exists(job_ini): sys.exit('%s does not exist' % job_ini) archive_zip = archive_zip or 'job.zip' if ...	[ "def", "zip_job", "(", "job_ini", ",", "archive_zip", "=", "''", ",", "risk_ini", "=", "''", ",", "oq", "=", "None", ",", "log", "=", "logging", ".", "info", ")", ":", "if", "not", "os", ".", "path", ".", "exists", "(", "job_ini", ")", ":", "sys"...	44.333333	14.666667
def assert_between(lower_bound, upper_bound, expr, msg_fmt="{msg}"): """Fail if an expression is not between certain bounds (inclusive). >>> assert_between(5, 15, 5) >>> assert_between(5, 15, 15) >>> assert_between(5, 15, 4.9) Traceback (most recent call last): ... AssertionError: 4.9 i...	[ "def", "assert_between", "(", "lower_bound", ",", "upper_bound", ",", "expr", ",", "msg_fmt", "=", "\"{msg}\"", ")", ":", "if", "not", "lower_bound", "<=", "expr", "<=", "upper_bound", ":", "msg", "=", "\"{!r} is not between {} and {}\"", ".", "format", "(", "...	30.461538	17
def requires_grad(m:nn.Module, b:Optional[bool]=None)->Optional[bool]: "If `b` is not set return `requires_grad` of first param, else set `requires_grad` on all params as `b`" ps = list(m.parameters()) if not ps: return None if b is None: return ps[0].requires_grad for p in ps: p.requires_grad=b	[ "def", "requires_grad", "(", "m", ":", "nn", ".", "Module", ",", "b", ":", "Optional", "[", "bool", "]", "=", "None", ")", "->", "Optional", "[", "bool", "]", ":", "ps", "=", "list", "(", "m", ".", "parameters", "(", ")", ")", "if", "not", "ps"...	51.833333	22.166667
def restore_point(cls, cluster_id_label, s3_location, backup_id, table_names, overwrite=True, automatic=True): """ Restoring cluster from a given hbase snapshot id """ conn = Qubole.agent(version=Cluster.api_version) parameters = {} parameters['s3_location'] = s3_location...	[ "def", "restore_point", "(", "cls", ",", "cluster_id_label", ",", "s3_location", ",", "backup_id", ",", "table_names", ",", "overwrite", "=", "True", ",", "automatic", "=", "True", ")", ":", "conn", "=", "Qubole", ".", "agent", "(", "version", "=", "Cluste...	48.833333	16.5
def node_is_embedded_doc_attr(node): """Checks if a node is a valid field or method in a embedded document. """ embedded_doc = get_field_embedded_doc(node.last_child()) name = node.attrname try: r = bool(embedded_doc.lookup(name)[1][0]) except IndexError: r = False return r	[ "def", "node_is_embedded_doc_attr", "(", "node", ")", ":", "embedded_doc", "=", "get_field_embedded_doc", "(", "node", ".", "last_child", "(", ")", ")", "name", "=", "node", ".", "attrname", "try", ":", "r", "=", "bool", "(", "embedded_doc", ".", "lookup", ...	28.090909	17.272727
def import_obj(cls, i_datasource, import_time=None): """Imports the datasource from the object to the database. Metrics and columns and datasource will be overrided if exists. This function can be used to import/export dashboards between multiple superset instances. Audit metadata is...	[ "def", "import_obj", "(", "cls", ",", "i_datasource", ",", "import_time", "=", "None", ")", ":", "def", "lookup_sqlatable", "(", "table", ")", ":", "return", "db", ".", "session", ".", "query", "(", "SqlaTable", ")", ".", "join", "(", "Database", ")", ...	46.6	19.15
def precision_series(y_true, y_score, k=None): """ Returns series of length k whose i-th entry is the precision in the top i TODO: extrapolate here """ y_true, y_score = to_float(y_true, y_score) top = _argsort(y_score, k) n = np.nan_to_num(y_true[top]).cumsum() # fill missing labels with ...	[ "def", "precision_series", "(", "y_true", ",", "y_score", ",", "k", "=", "None", ")", ":", "y_true", ",", "y_score", "=", "to_float", "(", "y_true", ",", "y_score", ")", "top", "=", "_argsort", "(", "y_score", ",", "k", ")", "n", "=", "np", ".", "n...	39.727273	17.363636
def juliandate(time: datetime) -> float: """ Python datetime to Julian time from D.Vallado Fundamentals of Astrodynamics and Applications p.187 and J. Meeus Astronomical Algorithms 1991 Eqn. 7.1 pg. 61 Parameters ---------- time : datetime.datetime time to convert Results ...	[ "def", "juliandate", "(", "time", ":", "datetime", ")", "->", "float", ":", "times", "=", "np", ".", "atleast_1d", "(", "time", ")", "assert", "times", ".", "ndim", "==", "1", "jd", "=", "np", ".", "empty", "(", "times", ".", "size", ")", "for", ...	22.075	21.775
def as_xml(self,parent): """Create vcard-tmp XML representation of the field. :Parameters: - `parent`: parent node for the element :Types: - `parent`: `libxml2.xmlNode` :return: xml node with the field data. :returntype: `libxml2.xmlNode`""" n=pa...	[ "def", "as_xml", "(", "self", ",", "parent", ")", ":", "n", "=", "parent", ".", "newChild", "(", "None", ",", "\"TEL\"", ",", "None", ")", "for", "t", "in", "(", "\"home\"", ",", "\"work\"", ",", "\"voice\"", ",", "\"fax\"", ",", "\"pager\"", ",", ...	36.294118	15.647059
def genty(target_cls): """ This decorator takes the information provided by @genty_dataset, @genty_dataprovider, and @genty_repeat and generates the corresponding test methods. :param target_cls: Test class whose test methods have been decorated. :type target_cls: `class` ""...	[ "def", "genty", "(", "target_cls", ")", ":", "tests", "=", "_expand_tests", "(", "target_cls", ")", "tests_with_datasets", "=", "_expand_datasets", "(", "tests", ")", "tests_with_datasets_and_repeats", "=", "_expand_repeats", "(", "tests_with_datasets", ")", "_add_new...	31.222222	22.111111
def backward(self, diff_x, influences, activations, **kwargs): """ Backward pass through the network, including update. Parameters ---------- diff_x : numpy array A matrix containing the differences between the input and neurons. influences : numpy array ...	[ "def", "backward", "(", "self", ",", "diff_x", ",", "influences", ",", "activations", ",", "", "", "kwargs", ")", ":", "bmu", "=", "self", ".", "_get_bmu", "(", "activations", ")", "influence", "=", "influences", "[", "bmu", "]", "update", "=", "np",...	34.32	19.36
def __process_warc_gz_file(self, path_name): """ Iterates all transactions in one WARC file and for each transaction tries to extract an article object. Afterwards, each article is checked against the filter criteria and if all are passed, the function on_valid_article_extracted is invok...	[ "def", "__process_warc_gz_file", "(", "self", ",", "path_name", ")", ":", "counter_article_total", "=", "0", "counter_article_passed", "=", "0", "counter_article_discarded", "=", "0", "start_time", "=", "time", ".", "time", "(", ")", "with", "open", "(", "path_n...	48.57377	25.491803
def _apply_padding(lhs_arr, rhs_arr, offset, pad_mode, direction): """Apply padding to ``lhs_arr`` according to ``pad_mode``. This helper assigns the values in the excess parts (if existent) of ``lhs_arr`` according to the provided padding mode. This applies to the following values for ``pad_mode``: ...	[ "def", "_apply_padding", "(", "lhs_arr", ",", "rhs_arr", ",", "offset", ",", "pad_mode", ",", "direction", ")", ":", "if", "pad_mode", "not", "in", "(", "'periodic'", ",", "'symmetric'", ",", "'order0'", ",", "'order1'", ")", ":", "return", "full_slc", "="...	44.941463	21.443902
def name_resolve(self, name=None, recursive=False, nocache=False, **kwargs): """Gets the value currently published at an IPNS name. IPNS is a PKI namespace, where names are the hashes of public keys, and the private key enables publishing new (signed) values. In resolve, th...	[ "def", "name_resolve", "(", "self", ",", "name", "=", "None", ",", "recursive", "=", "False", ",", "nocache", "=", "False", ",", "", "", "kwargs", ")", ":", "kwargs", ".", "setdefault", "(", "\"opts\"", ",", "{", "\"recursive\"", ":", "recursive", ",...	38.548387	22.516129
def _delete_nve_db(self, vni, device_id, mcast_group, host_id): """Delete the nexus NVE database entry. Called during delete precommit port event. """ rows = nxos_db.get_nve_vni_deviceid_bindings(vni, device_id) for row in rows: nxos_db.remove_nexusnve_binding(vni, r...	[ "def", "_delete_nve_db", "(", "self", ",", "vni", ",", "device_id", ",", "mcast_group", ",", "host_id", ")", ":", "rows", "=", "nxos_db", ".", "get_nve_vni_deviceid_bindings", "(", "vni", ",", "device_id", ")", "for", "row", "in", "rows", ":", "nxos_db", "...	42.125	18.875
def getTableName(self, tableClass): """ Retrieve the fully qualified name of the table holding items of a particular class in this store. If the table does not exist in the database, it will be created as a side-effect. @param tableClass: an Item subclass @raises axiom...	[ "def", "getTableName", "(", "self", ",", "tableClass", ")", ":", "if", "not", "(", "isinstance", "(", "tableClass", ",", "type", ")", "and", "issubclass", "(", "tableClass", ",", "item", ".", "Item", ")", ")", ":", "raise", "errors", ".", "ItemClassesOnl...	43.238095	23.428571
def error(self, msg, file=None): """ Outputs the error msg to the file if specified, or to the io_manager's stderr if available, or to sys.stderr. """ self.error_encountered = True file.write(self.error_prefix) file.write(msg) file.write('\n') file...	[ "def", "error", "(", "self", ",", "msg", ",", "file", "=", "None", ")", ":", "self", ".", "error_encountered", "=", "True", "file", ".", "write", "(", "self", ".", "error_prefix", ")", "file", ".", "write", "(", "msg", ")", "file", ".", "write", "(...	31.9	11.1
def check_tune_params_list(tune_params): """ raise an exception if a tune parameter has a forbidden name """ forbidden_names = ("grid_size_x", "grid_size_y", "grid_size_z") forbidden_name_substr = ("time", "times") for name, param in tune_params.items(): if name in forbidden_names: r...	[ "def", "check_tune_params_list", "(", "tune_params", ")", ":", "forbidden_names", "=", "(", "\"grid_size_x\"", ",", "\"grid_size_y\"", ",", "\"grid_size_z\"", ")", "forbidden_name_substr", "=", "(", "\"time\"", ",", "\"times\"", ")", "for", "name", ",", "param", "...	69	26.9
def mean(self): """Compute mean of groups, excluding missing values. For multiple groupings, the result index will be a MultiIndex. """ if self._can_use_new_school(): self._prep_spark_sql_groupby() import pyspark.sql.functions as func return self._use...	[ "def", "mean", "(", "self", ")", ":", "if", "self", ".", "_can_use_new_school", "(", ")", ":", "self", ".", "_prep_spark_sql_groupby", "(", ")", "import", "pyspark", ".", "sql", ".", "functions", "as", "func", "return", "self", ".", "_use_aggregation", "("...	39.461538	11.230769
def _walk(directory, enable_scandir=False, **kwargs): """ Internal function to return walk generator either from os or scandir :param directory: directory to traverse :param enable_scandir: on python < 3.5 enable external scandir package :param kwargs: arguments to pass to walk function :return...	[ "def", "_walk", "(", "directory", ",", "enable_scandir", "=", "False", ",", "", "", "kwargs", ")", ":", "walk", "=", "os", ".", "walk", "if", "python_version", "<", "(", "3", ",", "5", ")", "and", "enable_scandir", ":", "import", "scandir", "walk", ...	34.928571	15.357143
def evolve(self, new_date): """ evolve to the new process state at the next date :param date new_date: date or point in time of the new state :return State: """ if self.state.date == new_date and not self.initial_state.date == new_date: return self.state ...	[ "def", "evolve", "(", "self", ",", "new_date", ")", ":", "if", "self", ".", "state", ".", "date", "==", "new_date", "and", "not", "self", ".", "initial_state", ".", "date", "==", "new_date", ":", "return", "self", ".", "state", "if", "self", ".", "_l...	37.4375	19.6875
def forall(self, vars_list: List[str]) -> 'TensorFluent': '''Returns the TensorFluent for the forall aggregation function. Args: vars_list: The list of variables to be aggregated over. Returns: A TensorFluent wrapping the forall aggregation function. ''' ...	[ "def", "forall", "(", "self", ",", "vars_list", ":", "List", "[", "str", "]", ")", "->", "'TensorFluent'", ":", "return", "self", ".", "_aggregation_op", "(", "tf", ".", "reduce_all", ",", "self", ",", "vars_list", ")" ]	37.1	29.1
def main(): """Program entry point. """ global cf_verbose, cf_show_comment, cf_charset global cf_extract, cf_test_read, cf_test_unrar global cf_test_memory psw = None # parse args try: opts, args = getopt.getopt(sys.argv[1:], 'p:C:hvcxtRM') except getopt.error as ex: ...	[ "def", "main", "(", ")", ":", "global", "cf_verbose", ",", "cf_show_comment", ",", "cf_charset", "global", "cf_extract", ",", "cf_test_read", ",", "cf_test_unrar", "global", "cf_test_memory", "psw", "=", "None", "# parse args", "try", ":", "opts", ",", "args", ...	22.931034	19.137931
def get_element(self, tag_name, attribute, **attribute_filter): """ Return element in xml files which match with the tag name and the specific attribute :param tag_name: specify the tag name :type tag_name: string :param attribute: specify the attribute ...	[ "def", "get_element", "(", "self", ",", "tag_name", ",", "attribute", ",", "", "", "attribute_filter", ")", ":", "for", "i", "in", "self", ".", "xml", ":", "if", "self", ".", "xml", "[", "i", "]", "is", "None", ":", "continue", "tag", "=", "self"...	33.575758	17.393939
def get_key(self, key, bucket_name=None): """ Returns a boto3.s3.Object :param key: the path to the key :type key: str :param bucket_name: the name of the bucket :type bucket_name: str """ if not bucket_name: (bucket_name, key) = self.parse_s3...	[ "def", "get_key", "(", "self", ",", "key", ",", "bucket_name", "=", "None", ")", ":", "if", "not", "bucket_name", ":", "(", "bucket_name", ",", "key", ")", "=", "self", ".", "parse_s3_url", "(", "key", ")", "obj", "=", "self", ".", "get_resource_type",...	28.133333	15.066667
def send_job_and_wait(self, message, body_params=None, timeout=None, raises=False): """.. versionchanged:: 0.8.4 Send a message as a job and wait for the response. .. note:: Not all messages are jobs, you'll have to find out which are which :param message: a message instanc...	[ "def", "send_job_and_wait", "(", "self", ",", "message", ",", "body_params", "=", "None", ",", "timeout", "=", "None", ",", "raises", "=", "False", ")", ":", "job_id", "=", "self", ".", "send_job", "(", "message", ",", "body_params", ")", "response", "="...	43.458333	18.666667
def get_functionalHome(self, functionalHomeType: type) -> FunctionalHome: """ gets the specified functionalHome Args: functionalHome(type): the type of the functionalHome which should be returned Returns: the FunctionalHome or None if it couldn't be found...	[ "def", "get_functionalHome", "(", "self", ",", "functionalHomeType", ":", "type", ")", "->", "FunctionalHome", ":", "for", "x", "in", "self", ".", "functionalHomes", ":", "if", "isinstance", "(", "x", ",", "functionalHomeType", ")", ":", "return", "x", "retu...	32.857143	22.285714
def mysql( self, tableName, filepath=None, createStatement=None ): """Render the dataset as a series of mysql insert statements Key Arguments: - ``tableName`` -- the name of the mysql db table to assign the insert statements to. - ``file...	[ "def", "mysql", "(", "self", ",", "tableName", ",", "filepath", "=", "None", ",", "createStatement", "=", "None", ")", ":", "self", ".", "log", ".", "debug", "(", "'starting the ``csv`` method'", ")", "import", "re", "if", "createStatement", "and", "\"create...	40.758065	34.290323
def install_modules(wip): """Install the plugin modules""" def install_module(hfos_module): """Install a single module via setuptools""" try: setup = Popen( [ sys.executable, 'setup.py', 'develop' ...	[ "def", "install_modules", "(", "wip", ")", ":", "def", "install_module", "(", "hfos_module", ")", ":", "\"\"\"Install a single module via setuptools\"\"\"", "try", ":", "setup", "=", "Popen", "(", "[", "sys", ".", "executable", ",", "'setup.py'", ",", "'develop'",...	25.818182	22.141414
def ExtractEvents(self, parser_mediator, registry_key, **kwargs): """Extracts events from a Windows Registry key. Args: parser_mediator (ParserMediator): mediates interactions between parsers and other components, such as storage and dfvfs. registry_key (dfwinreg.WinRegistryKey): Windows ...	[ "def", "ExtractEvents", "(", "self", ",", "parser_mediator", ",", "registry_key", ",", "", "", "kwargs", ")", ":", "values_dict", "=", "{", "}", "if", "registry_key", ".", "number_of_values", ">", "0", ":", "for", "registry_value", "in", "registry_key", "....	37.926606	20.238532
def get_vt_xml(self, vt_id): """ Gets a single vulnerability test information in XML format. @return: String of single vulnerability test information in XML format. """ if not vt_id: return Element('vt') vt = self.vts.get(vt_id) name = vt.get('name') ...	[ "def", "get_vt_xml", "(", "self", ",", "vt_id", ")", ":", "if", "not", "vt_id", ":", "return", "Element", "(", "'vt'", ")", "vt", "=", "self", ".", "vts", ".", "get", "(", "vt_id", ")", "name", "=", "vt", ".", "get", "(", "'name'", ")", "vt_xml",...	37.428571	19.428571
def _request(self, url, params, first_request_time=None, retry_counter=0, base_url=_DEFAULT_BASE_URL, accepts_clientid=True, extract_body=None, requests_kwargs=None, post_json=None): """Performs HTTP GET/POST with credentials, returning the body as JSON. :param url: UR...	[ "def", "_request", "(", "self", ",", "url", ",", "params", ",", "first_request_time", "=", "None", ",", "retry_counter", "=", "0", ",", "base_url", "=", "_DEFAULT_BASE_URL", ",", "accepts_clientid", "=", "True", ",", "extract_body", "=", "None", ",", "reques...	42.366972	23.376147
def nunique(self, dropna=True): """ Return number of unique elements in the group. """ ids, _, _ = self.grouper.group_info val = self.obj.get_values() try: sorter = np.lexsort((val, ids)) except TypeError: # catches object dtypes msg = '...	[ "def", "nunique", "(", "self", ",", "dropna", "=", "True", ")", ":", "ids", ",", "_", ",", "_", "=", "self", ".", "grouper", ".", "group_info", "val", "=", "self", ".", "obj", ".", "get_values", "(", ")", "try", ":", "sorter", "=", "np", ".", "...	32.017857	17.517857

def _wrap_callback_parse_link_event(subscription, on_data, message): """ Wraps a user callback to parse LinkEvents from a WebSocket data message """ if message.type == message.DATA: if message.data.type == yamcs_pb2.LINK_EVENT: link_message = getattr(message.data, 'linkEvent') ...

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38.923077

9.076923

def _load_cache(self): """ the method is implemented for the purpose of optimization, byte positions will not be re-read from a file that has already been used, if the content of the file has changed, and the name has been left the same, the old version of byte offsets will be loaded ...

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24.5625

def change_db(self, db, user=None): """Change connect database.""" # Get original config and change database key config = self._config config['database'] = db if user: config['user'] = user self.database = db # Close current database connection ...

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28.428571

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def get_values(item): """Extract value from regex hit.""" fracs = r'|'.join(r.UNI_FRAC) value = item.group(2) value = re.sub(ur'(?<=\d)(%s)10' % r.MULTIPLIERS, 'e', value) value = re.sub(fracs, callback, value, re.IGNORECASE) value = re.sub(' +', ' ', value) range_separator = re.findall(ur...

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34.235294

19.088235

def create(dataset, target, features=None, l2_penalty=1e-2, l1_penalty=0.0, solver='auto', feature_rescaling=True, convergence_threshold = _DEFAULT_SOLVER_OPTIONS['convergence_threshold'], step_size = _DEFAULT_SOLVER_OPTIONS['step_size'], lbfgs_memory_level = _DEFAULT_SOLVER_OPTIONS['lbfgs_memory_level'...

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44.992248

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def getSimulations(self, times, **kwargs): """ A generator to quickly access many simulations. The arguments are the same as for `getSimulation`. """ for t in times: yield self.getSimulation(t, **kwargs)

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35.714286

8.857143

def setup_addon_register(self, harpoon): """Setup our addon register""" # Create the addon getter and register the crosshairs namespace self.addon_getter = AddonGetter() self.addon_getter.add_namespace("harpoon.crosshairs", Result.FieldSpec(), Addon.FieldSpec()) # Initiate the a...

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def _pop_none(self, kwargs): """Remove default values (anything where the value is None). click is unfortunately bad at the way it sends through unspecified defaults.""" for key, value in copy(kwargs).items(): # options with multiple=True return a tuple if value is None o...

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def to_pandas(self): """Convert to pandas MultiIndex. Returns ------- pandas.base.MultiIndex """ if not all(ind.is_raw() for ind in self.values): raise ValueError('Cannot convert to pandas MultiIndex if not evaluated.') from pandas import MultiIndex...

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def stream(repo_uri, stream_uri, verbose, assume, sort, before=None, after=None): """Stream git history policy changes to destination. Default stream destination is a summary of the policy changes to stdout, one per line. Also supported for stdout streaming is `jsonline`. AWS Kinesis and SQS destinat...

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def shutdown(self, how=socket.SHUT_RDWR): """ Send a shutdown signal for both reading and writing, or whatever socket.SHUT_* constant you like. Shutdown differs from closing in that it explicitly changes the state of the socket resource to closed, whereas closing will only decre...

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def grabEmails(emails=None, emailsFile=None, nicks=None, nicksFile=None, domains=EMAIL_DOMAINS, excludeDomains=[]): """ Method that generates a list of emails. Args: ----- emails: Any premade list of emails. emailsFile: Filepath to the emails file (one per line). nicks: A list o...

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def patch_memcache(): """Monkey patch python-memcached to implement our consistent hashring in its node selection and operations. """ def _init(self, servers, *k, **kw): self._old_init(servers, *k, **kw) nodes = {} for server in self.servers: conf = { ...

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31.228571

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def _hash(secret: bytes, data: bytes, alg: str) -> bytes: """ Create a new HMAC hash. :param secret: The secret used when hashing data. :type secret: bytes :param data: The data to hash. :type data: bytes :param alg: The algorithm to use when hashing `data`. :type alg: str :return: ...

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def weave(target, advices, pointcut=None, depth=1, public=False): """Weave advices such as Advice objects.""" advices = ( advice if isinstance(advice, Advice) else Advice(advice) for advice in advices ) weave( target=target, advices=advices, pointcut...

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def main(self, args=None): """Enter filesystem service loop.""" if get_compat_0_1(): args = self.main_0_1_preamble() d = {'multithreaded': self.multithreaded and 1 or 0} d['fuse_args'] = args or self.fuse_args.assemble() for t in 'file_class', 'dir_class': ...

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def choice(self, other): '''(|) This combinator implements choice. The parser p | q first applies p. If it succeeds, the value of p is returned. If p fails **without consuming any input**, parser q is tried. NOTICE: without backtrack.''' @Parser def choice_parser(text, in...

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46.4

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def update(): ''' Update the cache file for the bucket. ''' metadata = _init() if S3_SYNC_ON_UPDATE: # sync the buckets to the local cache log.info('Syncing local cache from S3...') for saltenv, env_meta in six.iteritems(metadata): for bucket_files in _find_file...

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39.666667

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def _save_config(self, filename=None): """ Save the given user configuration. """ if filename is None: filename = self._config_filename parent_path = os.path.dirname(filename) if not os.path.isdir(parent_path): os.makedirs(parent_path) with...

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def transfer(self, new_region_slug): """ Transfer the image """ return self.get_data( "images/%s/actions/" % self.id, type=POST, params={"type": "transfer", "region": new_region_slug} )

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def validate_wrap(self, value): ''' Validates the type and length of ``value`` ''' if not isinstance(value, basestring): self._fail_validation_type(value, basestring) if self.regex.match(value) is None: self._fail_validation(value, 'Value does not match regular expression...

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52.833333

15.833333

def volume_disk_temp_max(self, volume): """Maximum temperature of all disks making up the volume""" volume = self._get_volume(volume) if volume is not None: vol_disks = volume["disks"] if vol_disks is not None: max_temp = 0 for vol...

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38.357143

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def unfreeze(label, pop=False, environ=None): """Reset the environment to its state before it was frozen by :func:`freeze`. :param str label: The name for the frozen environment. :param bool pop: Destroy the freeze after use; only allow unfreeze once. :param dict environ: The environment to work on; de...

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30.73913

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def maybe_thenable(obj, on_resolve): """ Execute a on_resolve function once the thenable is resolved, returning the same type of object inputed. If the object is not thenable, it should return on_resolve(obj) """ if isawaitable(obj) and not isinstance(obj, Promise): return await_and_exec...

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35.133333

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def get_sections_with_students_in_course(self, course_id, params={}): """ Return list of sections including students for the passed course ID. """ include = params.get("include", []) if "students" not in include: include.append("students") params["include"] = ...

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38.1

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def restore(self, image): """ Restore the droplet to the specified backup image A Droplet restoration will rebuild an image using a backup image. The image ID that is passed in must be a backup of the current Droplet instance. The operation will leave any embedded S...

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41.7

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def reverse_readline(m_file, blk_size=4096, max_mem=4000000): """ Generator method to read a file line-by-line, but backwards. This allows one to efficiently get data at the end of a file. Based on code by Peter Astrand <astrand@cendio.se>, using modifications by Raymond Hettinger and Kevin German....

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37.807229

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def fetch_celery_task_state(celery_task): """ Fetch and return the state of the given celery task. The scope of this function is global so that it can be called by subprocesses in the pool. :param celery_task: a tuple of the Celery task key and the async Celery object used to fetch the task's s...

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def get_nodes(environment=None): """Gets all nodes found in the nodes/ directory""" if not os.path.exists('nodes'): return [] nodes = [] for filename in sorted( [f for f in os.listdir('nodes') if (not os.path.isdir(f) and f.endswith(".json") and not f.st...

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def index(self, columnnames, sort=True): """Return a tableindex object. :class:`tableindex` lets one get the row numbers of the rows holding given values for the columns for which the index is created. It uses an in-memory index on which a binary search is done. By default the t...

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def _next_datetime_with_utc_hour(table_name, utc_hour): ''' Datapipeline API is throttling us, as all the pipelines are started at the same time. We would like to uniformly distribute the startTime over a 60 minute window. Return the next future utc datetime where hour == utc_hour minut...

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def run_sync(self): """ Runs the message loop until the Pebble disconnects. This method will block until the watch disconnects or a fatal error occurs. For alternatives that don't block forever, see :meth:`pump_reader` and :meth:`run_async`. """ while self.connected: ...

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def panels(): """Show all panels for a case.""" if request.method == 'POST': # update an existing panel csv_file = request.files['csv_file'] content = csv_file.stream.read() lines = None try: if b'\n' in content: lines = content.decode('utf-8',...

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def experiments_create(self, subject_id, image_group_id, properties): """Create an experiment object with subject, and image group. Objects are referenced by their unique identifiers. The API ensure that at time of creation all referenced objects exist. Referential consistency, however, ...

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def __get_query_basic(cls, date_field=None, start=None, end=None, filters={}): """ Create a es_dsl query object with the date range and filters. :param date_field: field with the date value :param start: date with the from value, should be a datetime.datetime o...

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def _get_token_type_enum(self): """Builds the python source code for the Parser TokenType enum.""" fmt = "class TokenType(Enum):\n" \ "{indent}\"\"\"The token types for parse nodes generated by the Parser.\"\"\"\n" \ "{indent}" + \ "\n{indent}".join("{1} = {0}".format(num + 1, r.na...

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def _stub_task(self, description, tags=None, **kw): """ Given a description, stub out a task dict. """ # If whitespace is not removed here, TW will do it when we pass the # task to it. task = {"description": description.strip()} # Allow passing "tags" in as part of kw. ...

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def download_sample(job, sample, inputs): """ Download the input sample :param JobFunctionWrappingJob job: passed by Toil automatically :param tuple sample: Tuple containing (UUID,URL) of a sample :param Namespace inputs: Stores input arguments (see main) """ uuid, url = sample job.file...

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async def create_email_identity(self, client_id, identity, passwd, *, user_id=None # 如果设置用户ID，则创建该用户的新登录身份 ) -> SessionIdentity : """ 创建使用电子邮件地址和密码登录的用户身份 """ assert passwd value, _ = await self._client.get(f"/users/identity/{identity}") if val...

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def _get_library_search_paths(): """ Returns a list of library search paths, considering of the current working directory, default paths and paths from environment variables. """ search_paths = [ '', '/usr/lib64', '/usr/local/lib64', '/usr/lib', '/usr/local/lib', ...

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def create(self, service_name, json, **kwargs): """Create a new AppNexus object""" return self._send(requests.post, service_name, json, **kwargs)

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def add_route(app, fn, context=default_context): """ a decorator that adds a transmute route to the application. """ transmute_func = TransmuteFunction( fn, args_not_from_request=["request"] ) handler = create_handler(transmute_func, context=context) get_swagger_spec(app).add...

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def _family_id_to_superclass(self, family_id): """ Temporary hardcoded mapping from serialized family id to either `class :XBlock:` or `:XBlockAside` """ for family in [XBlock, XBlockAside]: if family_id == family.entry_point: return family raise Value...

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def entries(self): """ Return the sorted list of entries in this container, each represented by its full path inside the container. :rtype: list of strings (path) :raises: TypeError: if this container does not exist :raises: OSError: if an error occurred reading the give...

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def submit_property_batch( self, name_id, timeout=60, operations=None, custom_headers=None, raw=False, **operation_config): """Submits a property batch. Submits a batch of property operations. Either all or none of the operations will be committed. :param name_id: The Servi...

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def close(self): """Disposes of any internal state. Currently, this closes the PoolManager and any active ProxyManager, which closes any pooled connections. """ self.poolmanager.clear() for proxy in self.proxy_manager.values(): proxy.clear()

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def handle_data(self, context, data, dt): """ Calls the callable only when the rule is triggered. """ if self.rule.should_trigger(dt): self.callback(context, data)

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def _sanitize_dates(start, end): """ Return (datetime_start, datetime_end) tuple if start is None - default is 2015/01/01 if end is None - default is today """ if isinstance(start, int): # regard int as year start = datetime(start, 1, 1) start = to_datetime(start) ...

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def convert(word): """This method converts given `word` to UTF-8 encoding and `bytes` type for the SWIG wrapper.""" if six.PY2: if isinstance(word, unicode): return word.encode('utf-8') else: return word.decode('utf-8').encode('utf-8') # make sure it is real utf8, ...

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def load_config(self, argv=None, aliases=None, flags=None): """Parse the configuration and generate the Config object. After loading, any arguments that are not key-value or flags will be stored in self.extra_args - a list of unparsed command-line arguments. This is used for ar...

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def activate_program(self, program): """ Called by program which desires to manipulate this actuator, when it is activated. """ self.logger.debug("activate_program %s", program) if program in self.program_stack: return with self._program_lock: ...

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def histogram_pb(tag, data, buckets=None, description=None): """Create a histogram summary protobuf. Arguments: tag: String tag for the summary. data: A `np.array` or array-like form of any shape. Must have type castable to `float`. buckets: Optional positive `int`. The output will have this ...

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def estimate_tx_gas(self, safe_address: str, to: str, value: int, data: bytes, operation: int) -> int: """ Estimate tx gas. Use the max of calculation using safe method and web3 if operation == CALL or use just the safe calculation otherwise """ # Costs to route through the proxy...

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def track_statistic(self, name, description='', max_rows=None): """ Create a Statistic object in the Tracker. """ if name in self._tables: raise TableConflictError(name) if max_rows is None: max_rows = AnonymousUsageTracker.MAX_ROWS_PER_TABLE self....

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def get_draft_page_by_id(self, page_id, status='draft'): """ Provide content by id with status = draft :param page_id: :param status: :return: """ url = 'rest/api/content/{page_id}?status={status}'.format(page_id=page_id, status=status) return self.get(url...

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def patched_context(*module_names, **kwargs): """apply emulation patches only for a specific context :param module_names: var-args for the modules to patch, as in :func:`patch` :param local: if True, unpatching is done on every switch-out, and re-patching on every switch-in, so that they ar...

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def get_dataset(self, key, info, out=None): """Get a dataset from the file.""" logger.debug("Reading %s.", key.name) values = self.file_content[key.name] selected = np.array(self.selected) if key.name in ("Latitude", "Longitude"): values = values / 10000. if ...

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def get_git_version(path): """Get the GIT version.""" branch_name = get_git_cleaned_branch_name(path) # Determine whether working copy is dirty (i.e. contains modified files) mods = run_cmd(path, 'git', 'status', '--porcelain', '--untracked-files=no') dirty = '.dirty' if mods else '' # Get a lis...

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def get_argval(argstr_, type_=None, default=None, help_=None, smartcast=True, return_specified=None, argv=None, verbose=None, debug=None, return_was_specified=False, pos=None): r""" Returns a value of an argument specified on the command line after some flag Args: args...

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def _entity_list_as_bel(entities: Iterable[BaseEntity]) -> str: """Stringify a list of BEL entities.""" return ', '.join( e.as_bel() for e in entities )

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def create_resumable_upload_session( self, content_type=None, size=None, origin=None, client=None ): """Create a resumable upload session. Resumable upload sessions allow you to start an upload session from one client and complete the session in another. This method is called ...

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def get_files(self): """ Read and parse files from a directory, return a dictionary of path => post """ files = {} for filename in os.listdir(self.source): path = os.path.join(self.source, filename) files[filename] = frontmatter.load(path, ...

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def copy_to_file(self, name, fp_dest, callback=None): """Write cur_dir/name to file-like `fp_dest`. Args: name (str): file name, located in self.curdir fp_dest (file-like): must support write() method callback (function, optional): Called like ...

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def etd_ms_py2dict(elements): """Convert a Python object into a Python dictionary.""" metadata_dict = {} # Loop through all elements in the Python object. for element in elements.children: # Start an empty element list if an entry for the element # list hasn't been made in the dictionary...

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def read_chunk(filename, offset=-1, length=-1, escape_data=False): """ Read a chunk of a file from an offset upto the length. """ try: length = int(length) offset = int(offset) except ValueError: return {} if not os.path.isfile(filename): return {} try: fstat = os.stat(filename) ex...

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def set_icon(self, icon, qtgui_module): """Save the icon and set its attributes.""" if self._use_fallback: icon.addFile(self._fallback) else: for role, pixmap in self._roles.items(): if role.endswith("off"): mode = role[:-3] ...

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def verify_create_instance(self, **kwargs): """Verifies an instance creation command. Without actually placing an order. See :func:`create_instance` for a list of available options. Example:: new_vsi = { 'domain': u'test01.labs.sftlyr.ws', '...

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def zip_job(job_ini, archive_zip='', risk_ini='', oq=None, log=logging.info): """ Zip the given job.ini file into the given archive, together with all related files. """ if not os.path.exists(job_ini): sys.exit('%s does not exist' % job_ini) archive_zip = archive_zip or 'job.zip' if ...

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def assert_between(lower_bound, upper_bound, expr, msg_fmt="{msg}"): """Fail if an expression is not between certain bounds (inclusive). >>> assert_between(5, 15, 5) >>> assert_between(5, 15, 15) >>> assert_between(5, 15, 4.9) Traceback (most recent call last): ... AssertionError: 4.9 i...

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def requires_grad(m:nn.Module, b:Optional[bool]=None)->Optional[bool]: "If `b` is not set return `requires_grad` of first param, else set `requires_grad` on all params as `b`" ps = list(m.parameters()) if not ps: return None if b is None: return ps[0].requires_grad for p in ps: p.requires_grad=b

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def restore_point(cls, cluster_id_label, s3_location, backup_id, table_names, overwrite=True, automatic=True): """ Restoring cluster from a given hbase snapshot id """ conn = Qubole.agent(version=Cluster.api_version) parameters = {} parameters['s3_location'] = s3_location...

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def node_is_embedded_doc_attr(node): """Checks if a node is a valid field or method in a embedded document. """ embedded_doc = get_field_embedded_doc(node.last_child()) name = node.attrname try: r = bool(embedded_doc.lookup(name)[1][0]) except IndexError: r = False return r

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def import_obj(cls, i_datasource, import_time=None): """Imports the datasource from the object to the database. Metrics and columns and datasource will be overrided if exists. This function can be used to import/export dashboards between multiple superset instances. Audit metadata is...

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def precision_series(y_true, y_score, k=None): """ Returns series of length k whose i-th entry is the precision in the top i TODO: extrapolate here """ y_true, y_score = to_float(y_true, y_score) top = _argsort(y_score, k) n = np.nan_to_num(y_true[top]).cumsum() # fill missing labels with ...

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def juliandate(time: datetime) -> float: """ Python datetime to Julian time from D.Vallado Fundamentals of Astrodynamics and Applications p.187 and J. Meeus Astronomical Algorithms 1991 Eqn. 7.1 pg. 61 Parameters ---------- time : datetime.datetime time to convert Results ...

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def as_xml(self,parent): """Create vcard-tmp XML representation of the field. :Parameters: - `parent`: parent node for the element :Types: - `parent`: `libxml2.xmlNode` :return: xml node with the field data. :returntype: `libxml2.xmlNode`""" n=pa...

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def genty(target_cls): """ This decorator takes the information provided by @genty_dataset, @genty_dataprovider, and @genty_repeat and generates the corresponding test methods. :param target_cls: Test class whose test methods have been decorated. :type target_cls: `class` ""...

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def backward(self, diff_x, influences, activations, **kwargs): """ Backward pass through the network, including update. Parameters ---------- diff_x : numpy array A matrix containing the differences between the input and neurons. influences : numpy array ...

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def __process_warc_gz_file(self, path_name): """ Iterates all transactions in one WARC file and for each transaction tries to extract an article object. Afterwards, each article is checked against the filter criteria and if all are passed, the function on_valid_article_extracted is invok...

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def _apply_padding(lhs_arr, rhs_arr, offset, pad_mode, direction): """Apply padding to ``lhs_arr`` according to ``pad_mode``. This helper assigns the values in the excess parts (if existent) of ``lhs_arr`` according to the provided padding mode. This applies to the following values for ``pad_mode``: ...

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def name_resolve(self, name=None, recursive=False, nocache=False, **kwargs): """Gets the value currently published at an IPNS name. IPNS is a PKI namespace, where names are the hashes of public keys, and the private key enables publishing new (signed) values. In resolve, th...

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def _delete_nve_db(self, vni, device_id, mcast_group, host_id): """Delete the nexus NVE database entry. Called during delete precommit port event. """ rows = nxos_db.get_nve_vni_deviceid_bindings(vni, device_id) for row in rows: nxos_db.remove_nexusnve_binding(vni, r...

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def getTableName(self, tableClass): """ Retrieve the fully qualified name of the table holding items of a particular class in this store. If the table does not exist in the database, it will be created as a side-effect. @param tableClass: an Item subclass @raises axiom...

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def error(self, msg, file=None): """ Outputs the error msg to the file if specified, or to the io_manager's stderr if available, or to sys.stderr. """ self.error_encountered = True file.write(self.error_prefix) file.write(msg) file.write('\n') file...

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31.9

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def check_tune_params_list(tune_params): """ raise an exception if a tune parameter has a forbidden name """ forbidden_names = ("grid_size_x", "grid_size_y", "grid_size_z") forbidden_name_substr = ("time", "times") for name, param in tune_params.items(): if name in forbidden_names: r...

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69

26.9

def mean(self): """Compute mean of groups, excluding missing values. For multiple groupings, the result index will be a MultiIndex. """ if self._can_use_new_school(): self._prep_spark_sql_groupby() import pyspark.sql.functions as func return self._use...

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def _walk(directory, enable_scandir=False, **kwargs): """ Internal function to return walk generator either from os or scandir :param directory: directory to traverse :param enable_scandir: on python < 3.5 enable external scandir package :param kwargs: arguments to pass to walk function :return...

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def evolve(self, new_date): """ evolve to the new process state at the next date :param date new_date: date or point in time of the new state :return State: """ if self.state.date == new_date and not self.initial_state.date == new_date: return self.state ...

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def forall(self, vars_list: List[str]) -> 'TensorFluent': '''Returns the TensorFluent for the forall aggregation function. Args: vars_list: The list of variables to be aggregated over. Returns: A TensorFluent wrapping the forall aggregation function. ''' ...

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37.1

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def main(): """Program entry point. """ global cf_verbose, cf_show_comment, cf_charset global cf_extract, cf_test_read, cf_test_unrar global cf_test_memory psw = None # parse args try: opts, args = getopt.getopt(sys.argv[1:], 'p:C:hvcxtRM') except getopt.error as ex: ...

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def get_element(self, tag_name, attribute, **attribute_filter): """ Return element in xml files which match with the tag name and the specific attribute :param tag_name: specify the tag name :type tag_name: string :param attribute: specify the attribute ...

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def get_key(self, key, bucket_name=None): """ Returns a boto3.s3.Object :param key: the path to the key :type key: str :param bucket_name: the name of the bucket :type bucket_name: str """ if not bucket_name: (bucket_name, key) = self.parse_s3...

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28.133333

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def send_job_and_wait(self, message, body_params=None, timeout=None, raises=False): """.. versionchanged:: 0.8.4 Send a message as a job and wait for the response. .. note:: Not all messages are jobs, you'll have to find out which are which :param message: a message instanc...

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43.458333

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def get_functionalHome(self, functionalHomeType: type) -> FunctionalHome: """ gets the specified functionalHome Args: functionalHome(type): the type of the functionalHome which should be returned Returns: the FunctionalHome or None if it couldn't be found...

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32.857143

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def mysql( self, tableName, filepath=None, createStatement=None ): """*Render the dataset as a series of mysql insert statements* **Key Arguments:** - ``tableName`` -- the name of the mysql db table to assign the insert statements to. - ``file...

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40.758065

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def install_modules(wip): """Install the plugin modules""" def install_module(hfos_module): """Install a single module via setuptools""" try: setup = Popen( [ sys.executable, 'setup.py', 'develop' ...

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def ExtractEvents(self, parser_mediator, registry_key, **kwargs): """Extracts events from a Windows Registry key. Args: parser_mediator (ParserMediator): mediates interactions between parsers and other components, such as storage and dfvfs. registry_key (dfwinreg.WinRegistryKey): Windows ...

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def get_vt_xml(self, vt_id): """ Gets a single vulnerability test information in XML format. @return: String of single vulnerability test information in XML format. """ if not vt_id: return Element('vt') vt = self.vts.get(vt_id) name = vt.get('name') ...

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37.428571

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def _request(self, url, params, first_request_time=None, retry_counter=0, base_url=_DEFAULT_BASE_URL, accepts_clientid=True, extract_body=None, requests_kwargs=None, post_json=None): """Performs HTTP GET/POST with credentials, returning the body as JSON. :param url: UR...

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42.366972

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def nunique(self, dropna=True): """ Return number of unique elements in the group. """ ids, _, _ = self.grouper.group_info val = self.obj.get_values() try: sorter = np.lexsort((val, ids)) except TypeError: # catches object dtypes msg = '...

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32.017857

17.517857