kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def get_default_locale_callable(): """ Wrapper function so that the default mapping is only built when needed """ exec_dir = os.path.dirname(os.path.realpath(__file__)) xml_path = os.path.join(exec_dir, 'data', 'FacebookLocales.xml') fb_locales = _build_locale_table(xml_path) def default_l...	[ "def", "get_default_locale_callable", "(", ")", ":", "exec_dir", "=", "os", ".", "path", ".", "dirname", "(", "os", ".", "path", ".", "realpath", "(", "__file__", ")", ")", "xml_path", "=", "os", ".", "path", ".", "join", "(", "exec_dir", ",", "'data'"...	34.516129	16.193548
def register(self, key, value): """ Registers a callable with the specified key. `key` String key to identify a callable. `value` Callable object. """ self._actions[key] = value # invalidate cache of results for existing key ...	[ "def", "register", "(", "self", ",", "key", ",", "value", ")", ":", "self", ".", "_actions", "[", "key", "]", "=", "value", "# invalidate cache of results for existing key", "if", "key", "in", "self", ".", "_cache", ":", "del", "self", ".", "_cache", "[", ...	26.428571	16.357143
def base64_process(**kwargs): """ Process base64 file io """ str_fileToSave = "" str_fileToRead = "" str_action = "encode" data = None for k,v in kwargs.items(): if k == 'action': str_action = v if k == 'payloadBytes'...	[ "def", "base64_process", "(", "", "", "kwargs", ")", ":", "str_fileToSave", "=", "\"\"", "str_fileToRead", "=", "\"\"", "str_action", "=", "\"encode\"", "data", "=", "None", "for", "k", ",", "v", "in", "kwargs", ".", "items", "(", ")", ":", "if", "k"...	35.647059	16.313725
def add_cookie(self, key, value, attrs): ''' Finer control over cookies. Allow specifying an Morsel arguments. ''' if attrs: c = Morsel() c.set(key, value, attrs) self.cookies[key] = c else: self.cookies[key] = value	[ "def", "add_cookie", "(", "self", ",", "key", ",", "value", ",", "", "", "attrs", ")", ":", "if", "attrs", ":", "c", "=", "Morsel", "(", ")", "c", ".", "set", "(", "key", ",", "value", ",", "", "", "attrs", ")", "self", ".", "cookies", "[...	30	17.2
def _format_job_instance(job): ''' Helper to format a job instance ''' if not job: ret = {'Error': 'Cannot contact returner or no job with this jid'} return ret ret = {'Function': job.get('fun', 'unknown-function'), 'Arguments': list(job.get('arg', [])), # unli...	[ "def", "_format_job_instance", "(", "job", ")", ":", "if", "not", "job", ":", "ret", "=", "{", "'Error'", ":", "'Cannot contact returner or no job with this jid'", "}", "return", "ret", "ret", "=", "{", "'Function'", ":", "job", ".", "get", "(", "'fun'", ","...	31.88	19.88
def is_valid_host(value): """Check if given value is a valid host string. :param value: a value to test :returns: True if the value is valid """ host_validators = validators.ipv4, validators.ipv6, validators.domain return any(f(value) for f in host_validators)	[ "def", "is_valid_host", "(", "value", ")", ":", "host_validators", "=", "validators", ".", "ipv4", ",", "validators", ".", "ipv6", ",", "validators", ".", "domain", "return", "any", "(", "f", "(", "value", ")", "for", "f", "in", "host_validators", ")" ]	34.75	13
def _find_devices_win(self): """Find devices on Windows.""" self._find_xinput() self._detect_gamepads() self._count_devices() if self._raw_device_counts['keyboards'] > 0: self.keyboards.append(Keyboard( self, "/dev/input/by-id/usb-A_Nic...	[ "def", "_find_devices_win", "(", "self", ")", ":", "self", ".", "_find_xinput", "(", ")", "self", ".", "_detect_gamepads", "(", ")", "self", ".", "_count_devices", "(", ")", "if", "self", ".", "_raw_device_counts", "[", "'keyboards'", "]", ">", "0", ":", ...	36.928571	15.357143
def run_kernel(self, func, c_args, threads, grid): """runs the kernel once, returns whatever the kernel returns :param func: A C function compiled for this specific configuration :type func: ctypes._FuncPtr :param c_args: A list of arguments to the function, order should match the ...	[ "def", "run_kernel", "(", "self", ",", "func", ",", "c_args", ",", "threads", ",", "grid", ")", ":", "logging", ".", "debug", "(", "\"run_kernel\"", ")", "logging", ".", "debug", "(", "\"arguments=\"", "+", "str", "(", "[", "str", "(", "arg", ".", "c...	37.535714	24.071429
def run_server(dbpath=os.path.expanduser(config.dbserver.file), dbhostport=None, loglevel='WARN'): """ Run the DbServer on the given database file and port. If not given, use the settings in openquake.cfg. """ if dbhostport: # assume a string of the form "dbhost:port" dbhost,...	[ "def", "run_server", "(", "dbpath", "=", "os", ".", "path", ".", "expanduser", "(", "config", ".", "dbserver", ".", "file", ")", ",", "dbhostport", "=", "None", ",", "loglevel", "=", "'WARN'", ")", ":", "if", "dbhostport", ":", "# assume a string of the fo...	36.366667	17.1
def _copyToNewWorkingDir(newdir,input): """ Copy input file and all related files necessary for processing to the new working directory. This function works in a greedy manner, in that all files associated with all inputs(have the same rootname) will be copied to the new working directory. ...	[ "def", "_copyToNewWorkingDir", "(", "newdir", ",", "input", ")", ":", "flist", "=", "[", "]", "if", "'_asn.fits'", "in", "input", ":", "asndict", "=", "asnutil", ".", "readASNTable", "(", "input", ",", "None", ")", "flist", ".", "append", "(", "input", ...	40.894737	14.315789
def fix_groups(groups): """Takes care of strange group numbers.""" _groups = [] for g in groups: try: if not float(g) > 0: _groups.append(1000) else: _groups.append(int(g)) except TypeError as e: logging.info("Error in readi...	[ "def", "fix_groups", "(", "groups", ")", ":", "_groups", "=", "[", "]", "for", "g", "in", "groups", ":", "try", ":", "if", "not", "float", "(", "g", ")", ">", "0", ":", "_groups", ".", "append", "(", "1000", ")", "else", ":", "_groups", ".", "a...	29.933333	14.866667
def handle_activity_legacy(_: str, __: int, tokens: ParseResults) -> ParseResults: """Handle BEL 1.0 activities.""" legacy_cls = language.activity_labels[tokens[MODIFIER]] tokens[MODIFIER] = ACTIVITY tokens[EFFECT] = { NAME: legacy_cls, NAMESPACE: BEL_DEFAULT_NAMESPACE } log.log(...	[ "def", "handle_activity_legacy", "(", "_", ":", "str", ",", "__", ":", "int", ",", "tokens", ":", "ParseResults", ")", "->", "ParseResults", ":", "legacy_cls", "=", "language", ".", "activity_labels", "[", "tokens", "[", "MODIFIER", "]", "]", "tokens", "["...	37.7	18.1
def allocate(self, handles, initial=False, params={}): """Call from main thread. Initiate a request for more environments""" assert all(re.search('^\d+$', h) for h in handles), "All handles must be numbers: {}".format(handles) self.requests.put(('allocate', (handles, initial, params)))	[ "def", "allocate", "(", "self", ",", "handles", ",", "initial", "=", "False", ",", "params", "=", "{", "}", ")", ":", "assert", "all", "(", "re", ".", "search", "(", "'^\\d+$'", ",", "h", ")", "for", "h", "in", "handles", ")", ",", "\"All handles m...	76.75	27.5
def mutate_rows( self, table_name, entries, app_profile_id=None, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None, ): """ Mutates multiple rows in a batch. Each individual row is muta...	[ "def", "mutate_rows", "(", "self", ",", "table_name", ",", "entries", ",", "app_profile_id", "=", "None", ",", "retry", "=", "google", ".", "api_core", ".", "gapic_v1", ".", "method", ".", "DEFAULT", ",", "timeout", "=", "google", ".", "api_core", ".", "...	43.235955	25.707865
def cli(): """Function for cli""" epilog = ('The actions are:\n' '\tnew\t\tCreate a new torn app\n' '\trun\t\tRun the app and start a Web server for development\n' '\tcontroller\tCreate a new controller\n' '\tversion\t\treturns the current version of torn\n') ...	[ "def", "cli", "(", ")", ":", "epilog", "=", "(", "'The actions are:\\n'", "'\\tnew\\t\\tCreate a new torn app\\n'", "'\\trun\\t\\tRun the app and start a Web server for development\\n'", "'\\tcontroller\\tCreate a new controller\\n'", "'\\tversion\\t\\treturns the current version of torn\\n'...	42.666667	18.740741
def _do_comment(self, node): '''_do_comment(self, node) -> None Process a comment node. Render a leading or trailing #xA if the document order of the comment is greater or lesser (respectively) than the document element. ''' if not _in_subset(self.subset, node): return ...	[ "def", "_do_comment", "(", "self", ",", "node", ")", ":", "if", "not", "_in_subset", "(", "self", ".", "subset", ",", "node", ")", ":", "return", "if", "self", ".", "comments", ":", "W", "=", "self", ".", "write", "if", "self", ".", "documentOrder", ...	39.142857	17.857143
def new(self, length, fp, manage_fp, offset): # type: (int, BinaryIO, bool, int) -> None ''' Initialize a new Inode. Parameters: None. Returns: Nothing. ''' if self._initialized: raise pycdlibexception.PyCdlibInternalError('Inode is ...	[ "def", "new", "(", "self", ",", "length", ",", "fp", ",", "manage_fp", ",", "offset", ")", ":", "# type: (int, BinaryIO, bool, int) -> None", "if", "self", ".", "_initialized", ":", "raise", "pycdlibexception", ".", "PyCdlibInternalError", "(", "'Inode is already in...	26.047619	21.952381
def firmware_autoupgrade_params_username(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") firmware = ET.SubElement(config, "firmware", xmlns="urn:brocade.com:mgmt:brocade-firmware") autoupgrade_params = ET.SubElement(firmware, "autoupgrade-params") ...	[ "def", "firmware_autoupgrade_params_username", "(", "self", ",", "", "", "kwargs", ")", ":", "config", "=", "ET", ".", "Element", "(", "\"config\"", ")", "firmware", "=", "ET", ".", "SubElement", "(", "config", ",", "\"firmware\"", ",", "xmlns", "=", "\"...	46	19
def ServiceAccountCredentialsFromP12File( service_account_name, private_key_filename, scopes, user_agent): """Create a new credential from the named .p12 keyfile.""" private_key_filename = os.path.expanduser(private_key_filename) scopes = util.NormalizeScopes(scopes) if oauth2client.__version__ ...	[ "def", "ServiceAccountCredentialsFromP12File", "(", "service_account_name", ",", "private_key_filename", ",", "scopes", ",", "user_agent", ")", ":", "private_key_filename", "=", "os", ".", "path", ".", "expanduser", "(", "private_key_filename", ")", "scopes", "=", "ut...	47.315789	15.421053
def subject_id(self): """ The name of the subject can be in either of BaseID, NameID or EncryptedID :return: The identifier if there is one """ if "subject" in self.message.keys(): _subj = self.message.subject if "base_id" in _subj.keys() and _subj.base_...	[ "def", "subject_id", "(", "self", ")", ":", "if", "\"subject\"", "in", "self", ".", "message", ".", "keys", "(", ")", ":", "_subj", "=", "self", ".", "message", ".", "subject", "if", "\"base_id\"", "in", "_subj", ".", "keys", "(", ")", "and", "_subj"...	33.95	12.25
def ToJson(self): """ Convert object members to a dictionary that can be parsed as JSON. Returns: dict: """ jsn = super(MinerTransaction, self).ToJson() jsn['nonce'] = self.Nonce return jsn	[ "def", "ToJson", "(", "self", ")", ":", "jsn", "=", "super", "(", "MinerTransaction", ",", "self", ")", ".", "ToJson", "(", ")", "jsn", "[", "'nonce'", "]", "=", "self", ".", "Nonce", "return", "jsn" ]	25	18.4
def log(message: str, *args: str, category: str='info', logger_name: str='pgevents'): """Log a message to the given logger. If debug has not been enabled, this method will not log a message. Parameters ---------- message: str Message, with or without formatters, to print. args: Any ...	[ "def", "log", "(", "message", ":", "str", ",", "*", "args", ":", "str", ",", "category", ":", "str", "=", "'info'", ",", "logger_name", ":", "str", "=", "'pgevents'", ")", ":", "global", "_DEBUG_ENABLED", "if", "_DEBUG_ENABLED", ":", "level", "=", "log...	33.1875	23.375
def enrich_pubmed_citations(manager, graph, group_size: Optional[int] = None, sleep_time: Optional[int] = None, ) -> Set[str]: """Overwrite all PubMed citations with values from NCBI's eUtils lookup servi...	[ "def", "enrich_pubmed_citations", "(", "manager", ",", "graph", ",", "group_size", ":", "Optional", "[", "int", "]", "=", "None", ",", "sleep_time", ":", "Optional", "[", "int", "]", "=", "None", ",", ")", "->", "Set", "[", "str", "]", ":", "pmids", ...	42.466667	25.233333
def resolve(self, pid): """Get Object Locations for Object.""" client = d1_cli.impl.client.CLICNClient( **self._cn_client_connect_params_from_session() ) object_location_list_pyxb = client.resolve(pid) for location in object_location_list_pyxb.objectLocation: ...	[ "def", "resolve", "(", "self", ",", "pid", ")", ":", "client", "=", "d1_cli", ".", "impl", ".", "client", ".", "CLICNClient", "(", "", "", "self", ".", "_cn_client_connect_params_from_session", "(", ")", ")", "object_location_list_pyxb", "=", "client", "."...	44.75	16
def fit( model_matrix, response, model, model_coefficients_start=None, predicted_linear_response_start=None, l2_regularizer=None, dispersion=None, offset=None, convergence_criteria_fn=None, learning_rate=None, fast_unsafe_numerics=True, maximum_iterations=None, name=N...	[ "def", "fit", "(", "model_matrix", ",", "response", ",", "model", ",", "model_coefficients_start", "=", "None", ",", "predicted_linear_response_start", "=", "None", ",", "l2_regularizer", "=", "None", ",", "dispersion", "=", "None", ",", "offset", "=", "None", ...	39.285068	21.113122
def _got_srv(self, addrs): """Handle SRV lookup result. :Parameters: - `addrs`: properly sorted list of (hostname, port) tuples """ with self.lock: if not addrs: self._dst_service = None if self._dst_port: self....	[ "def", "_got_srv", "(", "self", ",", "addrs", ")", ":", "with", "self", ".", "lock", ":", "if", "not", "addrs", ":", "self", ".", "_dst_service", "=", "None", "if", "self", ".", "_dst_port", ":", "self", ".", "_dst_nameports", "=", "[", "(", "self", ...	43.4	17.28
def remove_edges(self, from_idx, to_idx, symmetric=False, copy=False): '''Removes all from->to and to->from edges. Note: the symmetric kwarg is unused.''' flat_inds = self._pairs.dot((self._num_vertices, 1)) # convert to sorted order and flatten to_remove = (np.minimum(from_idx, to_idx) * self._num_...	[ "def", "remove_edges", "(", "self", ",", "from_idx", ",", "to_idx", ",", "symmetric", "=", "False", ",", "copy", "=", "False", ")", ":", "flat_inds", "=", "self", ".", "_pairs", ".", "dot", "(", "(", "self", ".", "_num_vertices", ",", "1", ")", ")", ...	46.416667	12.083333
def shared(self, value, name=None): """ Create a shared theano scalar value. """ if type(value) == int: final_value = np.array(value, dtype="int32") elif type(value) == float: final_value = np.array(value, dtype=env.FLOATX) else: final_...	[ "def", "shared", "(", "self", ",", "value", ",", "name", "=", "None", ")", ":", "if", "type", "(", "value", ")", "==", "int", ":", "final_value", "=", "np", ".", "array", "(", "value", ",", "dtype", "=", "\"int32\"", ")", "elif", "type", "(", "va...	31.333333	12.333333
def is_done(self): """ Returns True if the read stream is done (either it's returned EOF or the pump doesn't have wait_for_output set), and the write side does not have pending bytes to send. """ return (not self.wait_for_output or self.eof) and \ not (ha...	[ "def", "is_done", "(", "self", ")", ":", "return", "(", "not", "self", ".", "wait_for_output", "or", "self", ".", "eof", ")", "and", "not", "(", "hasattr", "(", "self", ".", "to_stream", ",", "'needs_write'", ")", "and", "self", ".", "to_stream", ".", ...	42.444444	22.666667
def respect_language(language): """Context manager that changes the current translation language for all code inside the following block. Can e.g. be used inside tasks like this:: from celery import task from djcelery.common import respect_language @task def my_task(langua...	[ "def", "respect_language", "(", "language", ")", ":", "if", "language", ":", "prev", "=", "translation", ".", "get_language", "(", ")", "translation", ".", "activate", "(", "language", ")", "try", ":", "yield", "finally", ":", "translation", ".", "activate",...	25.652174	16.217391
def connections_to_object(self, to_obj): """ Returns a ``Connection`` query set matching all connections with the given object as a destination. """ self._validate_ctypes(None, to_obj) return self.connections.filter(to_pk=to_obj.pk)	[ "def", "connections_to_object", "(", "self", ",", "to_obj", ")", ":", "self", ".", "_validate_ctypes", "(", "None", ",", "to_obj", ")", "return", "self", ".", "connections", ".", "filter", "(", "to_pk", "=", "to_obj", ".", "pk", ")" ]	39.142857	7.428571
def operation_file(uploader, cmd, filename=''): """File operations""" if cmd == 'list': operation_list(uploader) if cmd == 'do': for path in filename: uploader.file_do(path) elif cmd == 'format': uploader.file_format() elif cmd == 'remove': for path in fil...	[ "def", "operation_file", "(", "uploader", ",", "cmd", ",", "filename", "=", "''", ")", ":", "if", "cmd", "==", "'list'", ":", "operation_list", "(", "uploader", ")", "if", "cmd", "==", "'do'", ":", "for", "path", "in", "filename", ":", "uploader", ".",...	29.6	10.333333
def get_bounces(api_key=None, secure=None, test=None, **request_args): '''Get a paginated list of bounces. :param api_key: Your Postmark API key. Required, if `test` is not `True`. :param secure: Use the https scheme for the Postmark API. Defaults to `True` :param test: Use the Postmark Test AP...	[ "def", "get_bounces", "(", "api_key", "=", "None", ",", "secure", "=", "None", ",", "test", "=", "None", ",", "", "", "request_args", ")", ":", "return", "_default_bounces", ".", "get", "(", "api_key", "=", "api_key", ",", "secure", "=", "secure", ",...	45.461538	20.692308
def allocated_chunks(self): """ Returns an iterator over all the allocated chunks in the heap. """ raise NotImplementedError("%s not implemented for %s" % (self.allocated_chunks.__func__.__name__, self.__class__.__name__))	[ "def", "allocated_chunks", "(", "self", ")", ":", "raise", "NotImplementedError", "(", "\"%s not implemented for %s\"", "%", "(", "self", ".", "allocated_chunks", ".", "__func__", ".", "__name__", ",", "self", ".", "__class__", ".", "__name__", ")", ")" ]	52.333333	26.333333
def out_degree_iter(self, nbunch=None, t=None): """Return an iterator for (node, out_degree) at time t. The node out degree is the number of interactions outgoing from the node in a given timeframe. Parameters ---------- nbunch : iterable container, optional (default=all nodes)...	[ "def", "out_degree_iter", "(", "self", ",", "nbunch", "=", "None", ",", "t", "=", "None", ")", ":", "if", "nbunch", "is", "None", ":", "nodes_nbrs", "=", "self", ".", "_succ", ".", "items", "(", ")", "else", ":", "nodes_nbrs", "=", "(", "(", "n", ...	30.44898	21.591837
def _dt_to_epoch(self, dt): """ Convert a offset-aware datetime to POSIX time. """ if PY2: # The input datetime is from botocore unmarshalling and it is # offset-aware so the timedelta of subtracting this time # to 01/01/1970 using the same tzinfo give...	[ "def", "_dt_to_epoch", "(", "self", ",", "dt", ")", ":", "if", "PY2", ":", "# The input datetime is from botocore unmarshalling and it is", "# offset-aware so the timedelta of subtracting this time", "# to 01/01/1970 using the same tzinfo gives us", "# Unix Time (also known as POSIX Time...	43.714286	17.428571
def scp_push(self, src, dest, progress=False, preserve_times=True): """ Purpose: Makes an SCP push request for the specified file(s)/dir. @param src: string containing the source file or directory @type src: str @param dest: destination string of where to put the file(s)/dir @ty...	[ "def", "scp_push", "(", "self", ",", "src", ",", "dest", ",", "progress", "=", "False", ",", "preserve_times", "=", "True", ")", ":", "# set up the progress callback if they want to see the process", "if", "progress", "is", "True", ":", "self", ".", "_scp", ".",...	44.483871	17.774194
def _provider_state_fixtures_with_params( provider_state_fixture_by_descriptor: Dict[str, ProviderStateFixture], provider_states: Tuple[ProviderState, ...] ) -> List[Tuple[ProviderStateFixture, Dict]]: """Get a list of provider states fixtures for an interaction with their parameters. Raises an ...	[ "def", "_provider_state_fixtures_with_params", "(", "provider_state_fixture_by_descriptor", ":", "Dict", "[", "str", ",", "ProviderStateFixture", "]", ",", "provider_states", ":", "Tuple", "[", "ProviderState", ",", "...", "]", ")", "->", "List", "[", "Tuple", "[", ...	52.518519	21.62963
def variance(numbers, type='population'): """ Calculates the population or sample variance of a list of numbers. A large number means the results are all over the place, while a small number means the results are comparatively close to the average. Args: numbers: a list of integers or floa...	[ "def", "variance", "(", "numbers", ",", "type", "=", "'population'", ")", ":", "mean", "=", "average", "(", "numbers", ")", "variance", "=", "0", "for", "number", "in", "numbers", ":", "variance", "+=", "(", "mean", "-", "number", ")", "**", "2", "if...	30.074074	21.259259
def _filter_statements(statements, agents): """Return INDRA Statements which have Agents in the given list. Only statements are returned in which all appearing Agents as in the agents list. Parameters ---------- statements : list[indra.statements.Statement] A list of INDRA Statements t...	[ "def", "_filter_statements", "(", "statements", ",", "agents", ")", ":", "filtered_statements", "=", "[", "]", "for", "s", "in", "stmts", ":", "if", "all", "(", "[", "a", "is", "not", "None", "for", "a", "in", "s", ".", "agent_list", "(", ")", "]", ...	32.791667	19.291667
def get_fresh_primary_tumors(biospecimen): """Filter biospecimen data to only keep non-FFPE primary tumor samples. Parameters ---------- biospecimen : `pandas.DataFrame` The biospecimen data frame. This type of data frame is returned by :meth:`get_biospecimen_data`. Returns...	[ "def", "get_fresh_primary_tumors", "(", "biospecimen", ")", ":", "df", "=", "biospecimen", "# use shorter variable name", "# get rid of FFPE samples", "num_before", "=", "len", "(", "df", ".", "index", ")", "df", "=", "df", ".", "loc", "[", "~", "df", "[", "'i...	32.064516	18.580645
def foldl(f: Callable[[T, U], T], x: T, xs: Iterable[U]) -> T: """ Returns the accumulated result of a binary function applied to elements of an iterable. .. math:: foldl(f, x_0, [x_1, x_2, x_3]) = f(f(f(f(x_0, x_1), x_2), x_3) Examples -------- >>> from delphi.utils.fp import foldl ...	[ "def", "foldl", "(", "f", ":", "Callable", "[", "[", "T", ",", "U", "]", ",", "T", "]", ",", "x", ":", "T", ",", "xs", ":", "Iterable", "[", "U", "]", ")", "->", "T", ":", "return", "reduce", "(", "f", ",", "xs", ",", "x", ")" ]	24.6875	23.1875
def detect(self): """ Resolve the hostname to an IP address through the operating system. Depending on the 'family' option, either ipv4 or ipv6 resolution is carried out. If multiple IP addresses are found, the first one is returned. :return: ip address """ ...	[ "def", "detect", "(", "self", ")", ":", "theip", "=", "next", "(", "iter", "(", "resolve", "(", "self", ".", "opts_hostname", ",", "self", ".", "opts_family", ")", ")", ",", "None", ")", "self", ".", "set_current_value", "(", "theip", ")", "return", ...	31.571429	24.142857
def _isrc_long(name=None): """ Creates the grammar for a short ISRC code. ISRC stands for International Standard Recording Code, which is the standard ISO 3901. This stores information identifying a particular recording. This variant contain no separator for the parts, and follows the pattern:...	[ "def", "_isrc_long", "(", "name", "=", "None", ")", ":", "config", "=", "CWRTables", "(", ")", "if", "name", "is", "None", ":", "name", "=", "'ISRC Field'", "country", "=", "config", ".", "get_data", "(", "'isrc_country_code'", ")", "# registrant = basic.alp...	24.541667	20.041667
def set_child_value( self, sensor_id, child_id, value_type, value, **kwargs): """Add a command to set a sensor value, to the queue. A queued command will be sent to the sensor when the gateway thread has sent all previously queued commands. If the sensor attribute new_state...	[ "def", "set_child_value", "(", "self", ",", "sensor_id", ",", "child_id", ",", "value_type", ",", "value", ",", "", "", "kwargs", ")", ":", "if", "not", "self", ".", "is_sensor", "(", "sensor_id", ",", "child_id", ")", ":", "return", "if", "self", "....	45.954545	21.136364
def delete_proxy(self, id, **kwargs): # noqa: E501 """Delete a specific proxy # noqa: E501 # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.delete_proxy(id, async_req=True)...	[ "def", "delete_proxy", "(", "self", ",", "id", ",", "", "", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async_req'", ")", ":", "return", "self", ".", "delete_proxy_wi...	39.857143	17.333333
def load_xmatch_external_catalogs(xmatchto, xmatchkeys, outfile=None): '''This loads the external xmatch catalogs into a dict for use in an xmatch. Parameters ---------- xmatchto : list of str This is a list of paths to all the catalog text files that will be loaded. The text ...	[ "def", "load_xmatch_external_catalogs", "(", "xmatchto", ",", "xmatchkeys", ",", "outfile", "=", "None", ")", ":", "outdict", "=", "{", "}", "for", "xc", ",", "xk", "in", "zip", "(", "xmatchto", ",", "xmatchkeys", ")", ":", "parsed_catdef", "=", "_parse_xm...	37.534722	24.951389
def get_contribution(self, url): """Get the details of a particular contribution given it's url""" result = self.api_request(url) # add the contrib id into the metadata result['id'] = os.path.split(result['url'])[1] return result	[ "def", "get_contribution", "(", "self", ",", "url", ")", ":", "result", "=", "self", ".", "api_request", "(", "url", ")", "# add the contrib id into the metadata", "result", "[", "'id'", "]", "=", "os", ".", "path", ".", "split", "(", "result", "[", "'url'...	27.2	16.9
def critical(self, event=None, args, *kw): """ Process event and call :meth:`logging.Logger.critical` with the result. """ if not self._logger.isEnabledFor(logging.CRITICAL): return kw = self._add_base_info(kw) kw['level'] = "critical" return self._...	[ "def", "critical", "(", "self", ",", "event", "=", "None", ",", "", "args", ",", "", "*", "kw", ")", ":", "if", "not", "self", ".", "_logger", ".", "isEnabledFor", "(", "logging", ".", "CRITICAL", ")", ":", "return", "kw", "=", "self", ".", "_a...	35.8	16.4
def bitpos(self, key, bit, start=None, end=None): """Find first bit set or clear in a string. :raises ValueError: if bit is not 0 or 1 """ if bit not in (1, 0): raise ValueError("bit argument must be either 1 or 0") bytes_range = [] if start is not None: ...	[ "def", "bitpos", "(", "self", ",", "key", ",", "bit", ",", "start", "=", "None", ",", "end", "=", "None", ")", ":", "if", "bit", "not", "in", "(", "1", ",", "0", ")", ":", "raise", "ValueError", "(", "\"bit argument must be either 1 or 0\"", ")", "by...	34.75	12.25
def parquet(self, paths): """Loads Parquet files, returning the result as a :class:`DataFrame`. You can set the following Parquet-specific option(s) for reading Parquet files: ``mergeSchema``: sets whether we should merge schemas collected from all \ Parquet part-files. T...	[ "def", "parquet", "(", "self", ",", "*", "paths", ")", ":", "return", "self", ".", "_df", "(", "self", ".", "_jreader", ".", "parquet", "(", "_to_seq", "(", "self", ".", "_spark", ".", "_sc", ",", "paths", ")", ")", ")" ]	55.769231	32.538462
def urquhart_graph(X, weighted=False): '''Urquhart graph: made from the 2 shortest edges of each Delaunay triangle. ''' e1, e2 = _delaunay_edges(X) w = paired_distances(X[e1], X[e2]) mask = np.ones_like(w, dtype=bool) bad_inds = w.reshape((-1, 3)).argmax(axis=1) + np.arange(0, len(e1), 3) mask[bad_...	[ "def", "urquhart_graph", "(", "X", ",", "weighted", "=", "False", ")", ":", "e1", ",", "e2", "=", "_delaunay_edges", "(", "X", ")", "w", "=", "paired_distances", "(", "X", "[", "e1", "]", ",", "X", "[", "e2", "]", ")", "mask", "=", "np", ".", "...	41.846154	18
def get_app_key(self): """ If app_key is not provided will look in environment variables for username. """ if self.app_key is None: if os.environ.get(self.username): self.app_key = os.environ.get(self.username) else: raise A...	[ "def", "get_app_key", "(", "self", ")", ":", "if", "self", ".", "app_key", "is", "None", ":", "if", "os", ".", "environ", ".", "get", "(", "self", ".", "username", ")", ":", "self", ".", "app_key", "=", "os", ".", "environ", ".", "get", "(", "sel...	33.6	11
def _read_from_buffer(self, pos: int) -> None: """Attempts to complete the currently-pending read from the buffer. The argument is either a position in the read buffer or None, as returned by _find_read_pos. """ self._read_bytes = self._read_delimiter = self._read_regex = None ...	[ "def", "_read_from_buffer", "(", "self", ",", "pos", ":", "int", ")", "->", "None", ":", "self", ".", "_read_bytes", "=", "self", ".", "_read_delimiter", "=", "self", ".", "_read_regex", "=", "None", "self", ".", "_read_partial", "=", "False", "self", "....	42.555556	13.222222
def value_percent(self): """ [float] 获得该持仓的实时市场价值在股票投资组合价值中所占比例，取值范围[0, 1] """ accounts = Environment.get_instance().portfolio.accounts if DEFAULT_ACCOUNT_TYPE.STOCK.name not in accounts: return 0 total_value = accounts[DEFAULT_ACCOUNT_TYPE.STOCK.name].total_v...	[ "def", "value_percent", "(", "self", ")", ":", "accounts", "=", "Environment", ".", "get_instance", "(", ")", ".", "portfolio", ".", "accounts", "if", "DEFAULT_ACCOUNT_TYPE", ".", "STOCK", ".", "name", "not", "in", "accounts", ":", "return", "0", "total_valu...	43.333333	17.777778
def _protected_log(x1): """Closure of log for zero arguments.""" with np.errstate(divide='ignore', invalid='ignore'): return np.where(np.abs(x1) > 0.001, np.log(np.abs(x1)), 0.)	[ "def", "_protected_log", "(", "x1", ")", ":", "with", "np", ".", "errstate", "(", "divide", "=", "'ignore'", ",", "invalid", "=", "'ignore'", ")", ":", "return", "np", ".", "where", "(", "np", ".", "abs", "(", "x1", ")", ">", "0.001", ",", "np", ...	47.5	15
def get_knobs_current_as_table(cls): """ Renders current knob values in table :return: """ knob_list = [ { 'Knob': name, 'Description': cls.get_registered_knob(name).description, 'Value': cls.get_registered_knob(name)()...	[ "def", "get_knobs_current_as_table", "(", "cls", ")", ":", "knob_list", "=", "[", "{", "'Knob'", ":", "name", ",", "'Description'", ":", "cls", ".", "get_registered_knob", "(", "name", ")", ".", "description", ",", "'Value'", ":", "cls", ".", "get_registered...	32.571429	19
def config(show, reset, **params): """Inspect and configure parameters in your local sentinelhub configuration file \b Example: sentinelhub.config --show sentinelhub.config --instance_id <new instance id> sentinelhub.config --max_download_attempts 5 --download_sleep_time 20 --download_tim...	[ "def", "config", "(", "show", ",", "reset", ",", "", "", "params", ")", ":", "sh_config", "=", "SHConfig", "(", ")", "if", "reset", ":", "sh_config", ".", "reset", "(", ")", "for", "param", ",", "value", "in", "params", ".", "items", "(", ")", ...	32.948718	18.974359
def ingest_dark(self): """Process dark.""" self.dark = extract_dark(self.hdulist[0].header, self.hdulist[1]) # If BIAS or DARK, set dark to zeros if self.dark is None: self.dark = np.zeros_like(self.science) return # Apply the dark subtraction if necess...	[ "def", "ingest_dark", "(", "self", ")", ":", "self", ".", "dark", "=", "extract_dark", "(", "self", ".", "hdulist", "[", "0", "]", ".", "header", ",", "self", ".", "hdulist", "[", "1", "]", ")", "# If BIAS or DARK, set dark to zeros", "if", "self", ".", ...	33.5	19
def get_lines(self): """ Returns a list of string representations of the atomic configuration information(x, y, z, ipot, atom_symbol, distance, id). Returns: list: list of strings, sorted by the distance from the absorbing atom. """ lines = [[...	[ "def", "get_lines", "(", "self", ")", ":", "lines", "=", "[", "[", "\"{:f}\"", ".", "format", "(", "self", ".", "_cluster", "[", "0", "]", ".", "x", ")", ",", "\"{:f}\"", ".", "format", "(", "self", ".", "_cluster", "[", "0", "]", ".", "y", ")"...	44.761905	21.142857
def get_item(self): """Returns the item to send back into the workflow generator.""" if self.was_list: result = ResultList() for item in self: if isinstance(item, WorkflowItem): if item.done and not item.error: result.ap...	[ "def", "get_item", "(", "self", ")", ":", "if", "self", ".", "was_list", ":", "result", "=", "ResultList", "(", ")", "for", "item", "in", "self", ":", "if", "isinstance", "(", "item", ",", "WorkflowItem", ")", ":", "if", "item", ".", "done", "and", ...	40.722222	15.055556
def _elim_adj(adj, n): """eliminates a variable, acting on the adj matrix of G, returning set of edges that were added. Parameters ---------- adj: dict A dict of the form {v: neighbors, ...} where v are vertices in a graph and neighbors is a set. Returns ---------- new_...	[ "def", "_elim_adj", "(", "adj", ",", "n", ")", ":", "neighbors", "=", "adj", "[", "n", "]", "new_edges", "=", "set", "(", ")", "for", "u", ",", "v", "in", "itertools", ".", "combinations", "(", "neighbors", ",", "2", ")", ":", "if", "v", "not", ...	25.518519	18.888889
def with_url(self, url): """Sets the request's URL and returns the request itself. Automatically sets the Host header according to the URL. Keyword arguments: url -- a string representing the URL the set for the request """ self.url = URL(url) self.header["Host"]...	[ "def", "with_url", "(", "self", ",", "url", ")", ":", "self", ".", "url", "=", "URL", "(", "url", ")", "self", ".", "header", "[", "\"Host\"", "]", "=", "self", ".", "url", ".", "host", "return", "self" ]	34.7	15.9
def get_flags(self, i, scoped=False): """Get flags.""" if scoped and not _SCOPED_FLAG_SUPPORT: return None index = i.index value = ['('] toggle = False end = ':' if scoped else ')' try: c = next(i) if c != '?': ...	[ "def", "get_flags", "(", "self", ",", "i", ",", "scoped", "=", "False", ")", ":", "if", "scoped", "and", "not", "_SCOPED_FLAG_SUPPORT", ":", "return", "None", "index", "=", "i", ".", "index", "value", "=", "[", "'('", "]", "toggle", "=", "False", "en...	30.833333	14.944444
def strftime(date_time=None, time_format=None): """ 将 datetime 对象转换为 str :param: * date_time: (obj) datetime 对象 * time_format: (sting) 日期格式字符串 :return: * date_time_str: (string) 日期字符串 """ if not date_time: datetime_now = da...	[ "def", "strftime", "(", "date_time", "=", "None", ",", "time_format", "=", "None", ")", ":", "if", "not", "date_time", ":", "datetime_now", "=", "datetime", ".", "now", "(", ")", "else", ":", "datetime_now", "=", "date_time", "if", "not", "time_format", ...	29.470588	11.705882
def QA_indicator_CCI(DataFrame, N=14): """ TYP:=(HIGH+LOW+CLOSE)/3; CCI:(TYP-MA(TYP,N))/(0.015AVEDEV(TYP,N)); """ typ = (DataFrame['high'] + DataFrame['low'] + DataFrame['close']) / 3 cci = ((typ - MA(typ, N)) / (0.015 AVEDEV(typ, N))) a = 100 b = -100 return pd.DataFrame({ ...	[ "def", "QA_indicator_CCI", "(", "DataFrame", ",", "N", "=", "14", ")", ":", "typ", "=", "(", "DataFrame", "[", "'high'", "]", "+", "DataFrame", "[", "'low'", "]", "+", "DataFrame", "[", "'close'", "]", ")", "/", "3", "cci", "=", "(", "(", "typ", ...	26.461538	17.076923
def update_repodata(self, channels=None): """Update repodata from channels or use condarc channels if None.""" norm_channels = self.conda_get_condarc_channels(channels=channels, normalize=True) repodata_urls = self._set_repo_urls_from_chann...	[ "def", "update_repodata", "(", "self", ",", "channels", "=", "None", ")", ":", "norm_channels", "=", "self", ".", "conda_get_condarc_channels", "(", "channels", "=", "channels", ",", "normalize", "=", "True", ")", "repodata_urls", "=", "self", ".", "_set_repo_...	62.333333	16.333333
def filter_args_to_dict(filter_dict, accepted_filter_keys=[]): """Cast and validate filter args. :param filter_dict: Filter kwargs :param accepted_filter_keys: List of keys that are acceptable to use. """ out_dict = {} for k, v in filter_dict.items(): # make sure that the filter k is a...	[ "def", "filter_args_to_dict", "(", "filter_dict", ",", "accepted_filter_keys", "=", "[", "]", ")", ":", "out_dict", "=", "{", "}", "for", "k", ",", "v", "in", "filter_dict", ".", "items", "(", ")", ":", "# make sure that the filter k is acceptable", "# and that ...	33.128205	19.384615
def unit_client(self): # type: () -> TCPClient """Return a TCPClient with same settings of the batch TCP client""" client = TCPClient(self.host, self.port, self.prefix) self._configure_client(client) return client	[ "def", "unit_client", "(", "self", ")", ":", "# type: () -> TCPClient", "client", "=", "TCPClient", "(", "self", ".", "host", ",", "self", ".", "port", ",", "self", ".", "prefix", ")", "self", ".", "_configure_client", "(", "client", ")", "return", "client...	35.428571	15.571429
def x_forwarded_for(self): """X-Forwarded-For header value. This is the amended header so that it contains the previous IP address in the forwarding change. """ ip = self._request.META.get('REMOTE_ADDR') current_xff = self.headers.get('X-Forwarded-For') return ...	[ "def", "x_forwarded_for", "(", "self", ")", ":", "ip", "=", "self", ".", "_request", ".", "META", ".", "get", "(", "'REMOTE_ADDR'", ")", "current_xff", "=", "self", ".", "headers", ".", "get", "(", "'X-Forwarded-For'", ")", "return", "'%s, %s'", "%", "("...	32.818182	21.090909
def onex(self): """ delete all X columns except the first one. """ xCols=[i for i in range(self.nCols) if self.colTypes[i]==3] if len(xCols)>1: for colI in xCols[1:][::-1]: self.colDelete(colI)	[ "def", "onex", "(", "self", ")", ":", "xCols", "=", "[", "i", "for", "i", "in", "range", "(", "self", ".", "nCols", ")", "if", "self", ".", "colTypes", "[", "i", "]", "==", "3", "]", "if", "len", "(", "xCols", ")", ">", "1", ":", "for", "co...	31.75	10.25
def observe_reward_value(self, state_arr, action_arr): ''' Compute the reward value. Args: state_arr: `np.ndarray` of state. action_arr: `np.ndarray` of action. Returns: Reward value. ''' if se...	[ "def", "observe_reward_value", "(", "self", ",", "state_arr", ",", "action_arr", ")", ":", "if", "self", ".", "__check_goal_flag", "(", "action_arr", ")", "is", "True", ":", "return", "1.0", "else", ":", "self", ".", "__move_enemy", "(", "action_arr", ")", ...	32.125	21.225
def remove_key(self, store_key): """Remove key in the context of the current transaction. :param store_key: The key for the document in the store :type store_key: str """ self._remove_cache[store_key] = True if store_key in self._add_cache: for hash_value in...	[ "def", "remove_key", "(", "self", ",", "store_key", ")", ":", "self", ".", "_remove_cache", "[", "store_key", "]", "=", "True", "if", "store_key", "in", "self", ".", "_add_cache", ":", "for", "hash_value", "in", "self", ".", "_add_cache", "[", "store_key",...	38.857143	13.5
def _or16(ins): ''' Compares & pops top 2 operands out of the stack, and checks if the 1st operand OR (logical) 2nd operand (top of the stack), pushes 0 if False, 1 if True. 16 bit un/signed version Optimizations: If any of the operators are constants: Returns either 0 or ...	[ "def", "_or16", "(", "ins", ")", ":", "op1", ",", "op2", "=", "tuple", "(", "ins", ".", "quad", "[", "2", ":", "]", ")", "if", "_int_ops", "(", "op1", ",", "op2", ")", "is", "not", "None", ":", "op1", ",", "op2", "=", "_int_ops", "(", "op1", ...	28.305556	18.861111
def anova(dv=None, between=None, data=None, detailed=False, export_filename=None): """One-way and two-way ANOVA. Parameters ---------- dv : string Name of column in ``data`` containing the dependent variable. between : string or list with two elements Name of column(s) in ...	[ "def", "anova", "(", "dv", "=", "None", ",", "between", "=", "None", ",", "data", "=", "None", ",", "detailed", "=", "False", ",", "export_filename", "=", "None", ")", ":", "if", "isinstance", "(", "between", ",", "list", ")", ":", "if", "len", "("...	38.381166	22.757848
def restart_stopped_apps(): ''' Restart all apps in stopped state ''' cozy_apps = monitor.status(only_cozy=True) for app in cozy_apps.keys(): state = cozy_apps[app] if state == 'up': next elif state == 'down': print 'Start {}'.format(app) ...	[ "def", "restart_stopped_apps", "(", ")", ":", "cozy_apps", "=", "monitor", ".", "status", "(", "only_cozy", "=", "True", ")", "for", "app", "in", "cozy_apps", ".", "keys", "(", ")", ":", "state", "=", "cozy_apps", "[", "app", "]", "if", "state", "==", ...	28.538462	12.692308
def dropStudyFromISA(studyNum, pathToISATABFile): """ This function removes a study from an ISA file Typically, you should use the exploreISA function to check the contents of the ISA file and retrieve the study number you are interested in! Warning: this function deletes the given study and all its...	[ "def", "dropStudyFromISA", "(", "studyNum", ",", "pathToISATABFile", ")", ":", "from", "isatools", "import", "isatab", "import", "os", "try", ":", "isa", "=", "isatab", ".", "load", "(", "pathToISATABFile", ",", "skip_load_tables", "=", "True", ")", "studies",...	49.230769	22.230769
def _break_signals(self): r"""Break N-dimensional signals into N 1D signals.""" for name in list(self.signals.keys()): if self.signals[name].ndim == 2: for i, signal_1d in enumerate(self.signals[name].T): self.signals[name + '_' + str(i)] = signal_1d ...	[ "def", "_break_signals", "(", "self", ")", ":", "for", "name", "in", "list", "(", "self", ".", "signals", ".", "keys", "(", ")", ")", ":", "if", "self", ".", "signals", "[", "name", "]", ".", "ndim", "==", "2", ":", "for", "i", ",", "signal_1d", ...	49.571429	11.428571
def _stub_attr(obj, attr_name): ''' Stub an attribute of an object. Will return an existing stub if there already is one. ''' # Annoying circular reference requires importing here. Would like to see # this cleaned up. @AW from .mock import Mock # Check to see if this a property, this ch...	[ "def", "_stub_attr", "(", "obj", ",", "attr_name", ")", ":", "# Annoying circular reference requires importing here. Would like to see", "# this cleaned up. @AW", "from", ".", "mock", "import", "Mock", "# Check to see if this a property, this check is only for when dealing", "# with ...	38.148649	20.310811
def get_fullpath(self, withext=True): """Return the filepath with the filename :param withext: If True, return with the fileextension. :type withext: bool :returns: None :rtype: None :raises: None """ p = self.get_path(self._obj) n = self.get_name...	[ "def", "get_fullpath", "(", "self", ",", "withext", "=", "True", ")", ":", "p", "=", "self", ".", "get_path", "(", "self", ".", "_obj", ")", "n", "=", "self", ".", "get_name", "(", "self", ".", "_obj", ",", "withext", ")", "fp", "=", "os", ".", ...	30.384615	12.307692
def start(self, block=True): """Start discovering and listing to connections.""" if self._state == INIT: if not any(self.on_message.receivers_for(blinker.ANY)): raise RuntimeError('no receivers connected to on_message') self.logger.debug('starting %s...', self.na...	[ "def", "start", "(", "self", ",", "block", "=", "True", ")", ":", "if", "self", ".", "_state", "==", "INIT", ":", "if", "not", "any", "(", "self", ".", "on_message", ".", "receivers_for", "(", "blinker", ".", "ANY", ")", ")", ":", "raise", "Runtime...	33.52381	23.190476
def process(self, value, tag=None): """ Process (marshal) the tag with the specified value using the optional type information. @param value: The value (content) of the XML node. @type value: (L{Object}\|any) @param tag: The (optional) tag name for the value. The default ...	[ "def", "process", "(", "self", ",", "value", ",", "tag", "=", "None", ")", ":", "content", "=", "Content", "(", "tag", "=", "tag", ",", "value", "=", "value", ")", "result", "=", "Core", ".", "process", "(", "self", ",", "content", ")", "return", ...	36.8	11.466667
def DOMDebugger_setDOMBreakpoint(self, nodeId, type): """ Function path: DOMDebugger.setDOMBreakpoint Domain: DOMDebugger Method name: setDOMBreakpoint Parameters: Required arguments: 'nodeId' (type: DOM.NodeId) -> Identifier of the node to set breakpoint on. 'type' (type: DOMBreakpointTyp...	[ "def", "DOMDebugger_setDOMBreakpoint", "(", "self", ",", "nodeId", ",", "type", ")", ":", "subdom_funcs", "=", "self", ".", "synchronous_command", "(", "'DOMDebugger.setDOMBreakpoint'", ",", "nodeId", "=", "nodeId", ",", "type", "=", "type", ")", "return", "subd...	33.411765	20.352941
def event_actions(self): """ Take actions for timed events Returns ------- None """ system = self.system dae = system.dae if self.switch: system.Breaker.apply(self.t) for item in system.check_event(self.t): ...	[ "def", "event_actions", "(", "self", ")", ":", "system", "=", "self", ".", "system", "dae", "=", "system", ".", "dae", "if", "self", ".", "switch", ":", "system", ".", "Breaker", ".", "apply", "(", "self", ".", "t", ")", "for", "item", "in", "syste...	23.705882	15.470588
def store_meta(self,meta): "Inplace method that adds meta information to the meta dictionary" if self.meta is None: self.meta = {} self.meta.update(meta) return self	[ "def", "store_meta", "(", "self", ",", "meta", ")", ":", "if", "self", ".", "meta", "is", "None", ":", "self", ".", "meta", "=", "{", "}", "self", ".", "meta", ".", "update", "(", "meta", ")", "return", "self" ]	34	17.333333
def datum_to_value(self, instance, datum): """Convert a given MAAS-side datum to a Python-side value. :param instance: The `Object` instance on which this field is currently operating. This method should treat it as read-only, for example to perform validation with regards to ot...	[ "def", "datum_to_value", "(", "self", ",", "instance", ",", "datum", ")", ":", "if", "datum", "is", "None", ":", "return", "[", "]", "if", "not", "isinstance", "(", "datum", ",", "Sequence", ")", ":", "raise", "TypeError", "(", "\"datum must be a sequence,...	43.52381	18.047619
def create(self): """ Creates the database >>> db.create() True """ data = data={"db-name":self.db} self.rest('POST', self.uri_str, status_codes=(200,201), data=data) return True	[ "def", "create", "(", "self", ")", ":", "data", "=", "data", "=", "{", "\"db-name\"", ":", "self", ".", "db", "}", "self", ".", "rest", "(", "'POST'", ",", "self", ".", "uri_str", ",", "status_codes", "=", "(", "200", ",", "201", ")", ",", "data"...	24.875	17
def set_origin(self, offset): """Applies a constant offset to all objects.""" offset = np.array(offset) for node in self.worldbody.findall("./*[@pos]"): cur_pos = string_to_array(node.get("pos")) new_pos = cur_pos + offset node.set("pos", array_to_string(new_p...	[ "def", "set_origin", "(", "self", ",", "offset", ")", ":", "offset", "=", "np", ".", "array", "(", "offset", ")", "for", "node", "in", "self", ".", "worldbody", ".", "findall", "(", "\"./*[@pos]\"", ")", ":", "cur_pos", "=", "string_to_array", "(", "no...	45.428571	9
def get_portchannel_info_by_intf_output_lacp_periodic_transmission_machine_state(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") get_portchannel_info_by_intf = ET.Element("get_portchannel_info_by_intf") config = get_portchannel_info_by_intf outpu...	[ "def", "get_portchannel_info_by_intf_output_lacp_periodic_transmission_machine_state", "(", "self", ",", "", "", "kwargs", ")", ":", "config", "=", "ET", ".", "Element", "(", "\"config\"", ")", "get_portchannel_info_by_intf", "=", "ET", ".", "Element", "(", "\"get_p...	54.384615	25.384615
def main_target_default_build (self, specification, project): """ Return the default build value to use when declaring a main target, which is obtained by using specified value if not empty and parent's default build attribute otherwise. specification: Default build explicit...	[ "def", "main_target_default_build", "(", "self", ",", "specification", ",", "project", ")", ":", "assert", "is_iterable_typed", "(", "specification", ",", "basestring", ")", "assert", "isinstance", "(", "project", ",", "ProjectTarget", ")", "if", "specification", ...	53.461538	19.153846
def reduce_ticks(ax, which, maxticks=3): """Given a pyplot axis, resamples its `which`-axis ticks such that are at most `maxticks` left. Parameters ---------- ax : axis The axis to adjust. which : {'x' \| 'y'} Which axis to adjust. maxticks : {3, int} Maximum number o...	[ "def", "reduce_ticks", "(", "ax", ",", "which", ",", "maxticks", "=", "3", ")", ":", "ticks", "=", "getattr", "(", "ax", ",", "'get_{}ticks'", ".", "format", "(", "which", ")", ")", "(", ")", "if", "len", "(", "ticks", ")", ">", "maxticks", ":", ...	29	15.15625
def unbounded(self): """Whether solution is unbounded""" self._check_valid() if self._ret_val != 0: return self._ret_val == swiglpk.GLP_ENODFS return swiglpk.glp_get_status(self._problem._p) == swiglpk.GLP_UNBND	[ "def", "unbounded", "(", "self", ")", ":", "self", ".", "_check_valid", "(", ")", "if", "self", ".", "_ret_val", "!=", "0", ":", "return", "self", ".", "_ret_val", "==", "swiglpk", ".", "GLP_ENODFS", "return", "swiglpk", ".", "glp_get_status", "(", "self...	41.666667	15.5
def _get_mapping(self, schema): """Get mapping for given resource or item schema. :param schema: resource or dict/list type item schema """ properties = {} for field, field_schema in schema.items(): field_mapping = self._get_field_mapping(field_schema) if...	[ "def", "_get_mapping", "(", "self", ",", "schema", ")", ":", "properties", "=", "{", "}", "for", "field", ",", "field_schema", "in", "schema", ".", "items", "(", ")", ":", "field_mapping", "=", "self", ".", "_get_field_mapping", "(", "field_schema", ")", ...	37.909091	13
def is_reduction(expr): """Check whether an expression is a reduction or not Aggregations yield typed scalar expressions, since the result of an aggregation is a single value. When creating an table expression containing a GROUP BY equivalent, we need to be able to easily check that we are looking ...	[ "def", "is_reduction", "(", "expr", ")", ":", "def", "has_reduction", "(", "op", ")", ":", "if", "getattr", "(", "op", ",", "'_reduction'", ",", "False", ")", ":", "return", "True", "for", "arg", "in", "op", ".", "args", ":", "if", "isinstance", "(",...	31.974359	25.948718
def foreach_sentence(layer, drop_factor=1.0): """Map a layer across sentences (assumes spaCy-esque .sents interface)""" def sentence_fwd(docs, drop=0.0): sents = [] lengths = [] for doc in docs: doc_sents = [sent for sent in doc.sents if len(sent)] subset = [ ...	[ "def", "foreach_sentence", "(", "layer", ",", "drop_factor", "=", "1.0", ")", ":", "def", "sentence_fwd", "(", "docs", ",", "drop", "=", "0.0", ")", ":", "sents", "=", "[", "]", "lengths", "=", "[", "]", "for", "doc", "in", "docs", ":", "doc_sents", ...	33.909091	16.545455
def source_list(source, source_hash, saltenv): ''' Check the source list and return the source to use CLI Example: .. code-block:: bash salt '*' file.source_list salt://http/httpd.conf '{hash_type: 'md5', 'hsum': <md5sum>}' base ''' contextkey = '{0}_\|-{1}_\|-{2}'.format(source, source...	[ "def", "source_list", "(", "source", ",", "source_hash", ",", "saltenv", ")", ":", "contextkey", "=", "'{0}_\|-{1}_\|-{2}'", ".", "format", "(", "source", ",", "source_hash", ",", "saltenv", ")", "if", "contextkey", "in", "__context__", ":", "return", "__context...	45.962963	19.981481
def filenames(self): """Returns the filenames that this par2 file repairs.""" return [p.name for p in self.packets if isinstance(p, FileDescriptionPacket)]	[ "def", "filenames", "(", "self", ")", ":", "return", "[", "p", ".", "name", "for", "p", "in", "self", ".", "packets", "if", "isinstance", "(", "p", ",", "FileDescriptionPacket", ")", "]" ]	56.333333	21.666667
def request(self, args, kwargs): """ The main purpose of this is to be a wrapper-like function to pass the api_token and all the other params to the requests that are being made :returns: An instance of RequestsHandler """ return RequestsHandler(args, api_token=self....	[ "def", "request", "(", "self", ",", "", "args", ",", "", "", "kwargs", ")", ":", "return", "RequestsHandler", "(", "", "args", ",", "api_token", "=", "self", ".", "api_token", ",", "verify", "=", "self", ".", "mist_client", ".", "verify", ",", "j...	45.7	21.3
def tile( sceneid, tile_x, tile_y, tile_z, bands=("4", "3", "2"), tilesize=256, pan=False ): """ Create mercator tile from Landsat-8 data. Attributes ---------- sceneid : str Landsat sceneid. For scenes after May 2017, sceneid have to be LANDSAT_PRODUCT_ID. tile_x : int ...	[ "def", "tile", "(", "sceneid", ",", "tile_x", ",", "tile_y", ",", "tile_z", ",", "bands", "=", "(", "\"4\"", ",", "\"3\"", ",", "\"2\"", ")", ",", "tilesize", "=", "256", ",", "pan", "=", "False", ")", ":", "if", "not", "isinstance", "(", "bands", ...	33.846154	24.230769
def successful(self): """Property to tell if the run was successful: no failures.""" for result in self.results: if result.code == ResultCode.FAILED: return False return True	[ "def", "successful", "(", "self", ")", ":", "for", "result", "in", "self", ".", "results", ":", "if", "result", ".", "code", "==", "ResultCode", ".", "FAILED", ":", "return", "False", "return", "True" ]	36.833333	10.833333

def get_default_locale_callable(): """ Wrapper function so that the default mapping is only built when needed """ exec_dir = os.path.dirname(os.path.realpath(__file__)) xml_path = os.path.join(exec_dir, 'data', 'FacebookLocales.xml') fb_locales = _build_locale_table(xml_path) def default_l...

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34.516129

16.193548

def register(self, key, value): """ Registers a callable with the specified key. `key` String key to identify a callable. `value` Callable object. """ self._actions[key] = value # invalidate cache of results for existing key ...

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26.428571

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def base64_process(**kwargs): """ Process base64 file io """ str_fileToSave = "" str_fileToRead = "" str_action = "encode" data = None for k,v in kwargs.items(): if k == 'action': str_action = v if k == 'payloadBytes'...

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35.647059

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def add_cookie(self, key, value, **attrs): ''' Finer control over cookies. Allow specifying an Morsel arguments. ''' if attrs: c = Morsel() c.set(key, value, **attrs) self.cookies[key] = c else: self.cookies[key] = value

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30

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def _format_job_instance(job): ''' Helper to format a job instance ''' if not job: ret = {'Error': 'Cannot contact returner or no job with this jid'} return ret ret = {'Function': job.get('fun', 'unknown-function'), 'Arguments': list(job.get('arg', [])), # unli...

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31.88

19.88

def is_valid_host(value): """Check if given value is a valid host string. :param value: a value to test :returns: True if the value is valid """ host_validators = validators.ipv4, validators.ipv6, validators.domain return any(f(value) for f in host_validators)

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34.75

13

def _find_devices_win(self): """Find devices on Windows.""" self._find_xinput() self._detect_gamepads() self._count_devices() if self._raw_device_counts['keyboards'] > 0: self.keyboards.append(Keyboard( self, "/dev/input/by-id/usb-A_Nic...

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36.928571

15.357143

def run_kernel(self, func, c_args, threads, grid): """runs the kernel once, returns whatever the kernel returns :param func: A C function compiled for this specific configuration :type func: ctypes._FuncPtr :param c_args: A list of arguments to the function, order should match the ...

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37.535714

24.071429

def run_server(dbpath=os.path.expanduser(config.dbserver.file), dbhostport=None, loglevel='WARN'): """ Run the DbServer on the given database file and port. If not given, use the settings in openquake.cfg. """ if dbhostport: # assume a string of the form "dbhost:port" dbhost,...

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36.366667

17.1

def _copyToNewWorkingDir(newdir,input): """ Copy input file and all related files necessary for processing to the new working directory. This function works in a greedy manner, in that all files associated with all inputs(have the same rootname) will be copied to the new working directory. ...

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40.894737

14.315789

def fix_groups(groups): """Takes care of strange group numbers.""" _groups = [] for g in groups: try: if not float(g) > 0: _groups.append(1000) else: _groups.append(int(g)) except TypeError as e: logging.info("Error in readi...

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29.933333

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def handle_activity_legacy(_: str, __: int, tokens: ParseResults) -> ParseResults: """Handle BEL 1.0 activities.""" legacy_cls = language.activity_labels[tokens[MODIFIER]] tokens[MODIFIER] = ACTIVITY tokens[EFFECT] = { NAME: legacy_cls, NAMESPACE: BEL_DEFAULT_NAMESPACE } log.log(...

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37.7

18.1

def allocate(self, handles, initial=False, params={}): """Call from main thread. Initiate a request for more environments""" assert all(re.search('^\d+$', h) for h in handles), "All handles must be numbers: {}".format(handles) self.requests.put(('allocate', (handles, initial, params)))

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76.75

27.5

def mutate_rows( self, table_name, entries, app_profile_id=None, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None, ): """ Mutates multiple rows in a batch. Each individual row is muta...

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43.235955

25.707865

def cli(): """Function for cli""" epilog = ('The actions are:\n' '\tnew\t\tCreate a new torn app\n' '\trun\t\tRun the app and start a Web server for development\n' '\tcontroller\tCreate a new controller\n' '\tversion\t\treturns the current version of torn\n') ...

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42.666667

18.740741

def _do_comment(self, node): '''_do_comment(self, node) -> None Process a comment node. Render a leading or trailing #xA if the document order of the comment is greater or lesser (respectively) than the document element. ''' if not _in_subset(self.subset, node): return ...

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39.142857

17.857143

def new(self, length, fp, manage_fp, offset): # type: (int, BinaryIO, bool, int) -> None ''' Initialize a new Inode. Parameters: None. Returns: Nothing. ''' if self._initialized: raise pycdlibexception.PyCdlibInternalError('Inode is ...

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26.047619

21.952381

def firmware_autoupgrade_params_username(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") firmware = ET.SubElement(config, "firmware", xmlns="urn:brocade.com:mgmt:brocade-firmware") autoupgrade_params = ET.SubElement(firmware, "autoupgrade-params") ...

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46

19

def ServiceAccountCredentialsFromP12File( service_account_name, private_key_filename, scopes, user_agent): """Create a new credential from the named .p12 keyfile.""" private_key_filename = os.path.expanduser(private_key_filename) scopes = util.NormalizeScopes(scopes) if oauth2client.__version__ ...

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47.315789

15.421053

def subject_id(self): """ The name of the subject can be in either of BaseID, NameID or EncryptedID :return: The identifier if there is one """ if "subject" in self.message.keys(): _subj = self.message.subject if "base_id" in _subj.keys() and _subj.base_...

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33.95

12.25

def ToJson(self): """ Convert object members to a dictionary that can be parsed as JSON. Returns: dict: """ jsn = super(MinerTransaction, self).ToJson() jsn['nonce'] = self.Nonce return jsn

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25

18.4

def log(message: str, *args: str, category: str='info', logger_name: str='pgevents'): """Log a message to the given logger. If debug has not been enabled, this method will not log a message. Parameters ---------- message: str Message, with or without formatters, to print. args: Any ...

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33.1875

23.375

def enrich_pubmed_citations(manager, graph, group_size: Optional[int] = None, sleep_time: Optional[int] = None, ) -> Set[str]: """Overwrite all PubMed citations with values from NCBI's eUtils lookup servi...

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42.466667

25.233333

def resolve(self, pid): """Get Object Locations for Object.""" client = d1_cli.impl.client.CLICNClient( **self._cn_client_connect_params_from_session() ) object_location_list_pyxb = client.resolve(pid) for location in object_location_list_pyxb.objectLocation: ...

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44.75

16

def fit( model_matrix, response, model, model_coefficients_start=None, predicted_linear_response_start=None, l2_regularizer=None, dispersion=None, offset=None, convergence_criteria_fn=None, learning_rate=None, fast_unsafe_numerics=True, maximum_iterations=None, name=N...

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39.285068

21.113122

def _got_srv(self, addrs): """Handle SRV lookup result. :Parameters: - `addrs`: properly sorted list of (hostname, port) tuples """ with self.lock: if not addrs: self._dst_service = None if self._dst_port: self....

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43.4

17.28

def remove_edges(self, from_idx, to_idx, symmetric=False, copy=False): '''Removes all from->to and to->from edges. Note: the symmetric kwarg is unused.''' flat_inds = self._pairs.dot((self._num_vertices, 1)) # convert to sorted order and flatten to_remove = (np.minimum(from_idx, to_idx) * self._num_...

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46.416667

12.083333

def shared(self, value, name=None): """ Create a shared theano scalar value. """ if type(value) == int: final_value = np.array(value, dtype="int32") elif type(value) == float: final_value = np.array(value, dtype=env.FLOATX) else: final_...

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def is_done(self): """ Returns True if the read stream is done (either it's returned EOF or the pump doesn't have wait_for_output set), and the write side does not have pending bytes to send. """ return (not self.wait_for_output or self.eof) and \ not (ha...

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def respect_language(language): """Context manager that changes the current translation language for all code inside the following block. Can e.g. be used inside tasks like this:: from celery import task from djcelery.common import respect_language @task def my_task(langua...

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def connections_to_object(self, to_obj): """ Returns a ``Connection`` query set matching all connections with the given object as a destination. """ self._validate_ctypes(None, to_obj) return self.connections.filter(to_pk=to_obj.pk)

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def operation_file(uploader, cmd, filename=''): """File operations""" if cmd == 'list': operation_list(uploader) if cmd == 'do': for path in filename: uploader.file_do(path) elif cmd == 'format': uploader.file_format() elif cmd == 'remove': for path in fil...

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def get_bounces(api_key=None, secure=None, test=None, **request_args): '''Get a paginated list of bounces. :param api_key: Your Postmark API key. Required, if `test` is not `True`. :param secure: Use the https scheme for the Postmark API. Defaults to `True` :param test: Use the Postmark Test AP...

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def allocated_chunks(self): """ Returns an iterator over all the allocated chunks in the heap. """ raise NotImplementedError("%s not implemented for %s" % (self.allocated_chunks.__func__.__name__, self.__class__.__name__))

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def out_degree_iter(self, nbunch=None, t=None): """Return an iterator for (node, out_degree) at time t. The node out degree is the number of interactions outgoing from the node in a given timeframe. Parameters ---------- nbunch : iterable container, optional (default=all nodes)...

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def _dt_to_epoch(self, dt): """ Convert a offset-aware datetime to POSIX time. """ if PY2: # The input datetime is from botocore unmarshalling and it is # offset-aware so the timedelta of subtracting this time # to 01/01/1970 using the same tzinfo give...

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def scp_push(self, src, dest, progress=False, preserve_times=True): """ Purpose: Makes an SCP push request for the specified file(s)/dir. @param src: string containing the source file or directory @type src: str @param dest: destination string of where to put the file(s)/dir @ty...

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def _provider_state_fixtures_with_params( provider_state_fixture_by_descriptor: Dict[str, ProviderStateFixture], provider_states: Tuple[ProviderState, ...] ) -> List[Tuple[ProviderStateFixture, Dict]]: """Get a list of provider states fixtures for an interaction with their parameters. Raises an ...

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def variance(numbers, type='population'): """ Calculates the population or sample variance of a list of numbers. A large number means the results are all over the place, while a small number means the results are comparatively close to the average. Args: numbers: a list of integers or floa...

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def _filter_statements(statements, agents): """Return INDRA Statements which have Agents in the given list. Only statements are returned in which all appearing Agents as in the agents list. Parameters ---------- statements : list[indra.statements.Statement] A list of INDRA Statements t...

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def get_fresh_primary_tumors(biospecimen): """Filter biospecimen data to only keep non-FFPE primary tumor samples. Parameters ---------- biospecimen : `pandas.DataFrame` The biospecimen data frame. This type of data frame is returned by :meth:`get_biospecimen_data`. Returns...

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def foldl(f: Callable[[T, U], T], x: T, xs: Iterable[U]) -> T: """ Returns the accumulated result of a binary function applied to elements of an iterable. .. math:: foldl(f, x_0, [x_1, x_2, x_3]) = f(f(f(f(x_0, x_1), x_2), x_3) Examples -------- >>> from delphi.utils.fp import foldl ...

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def detect(self): """ Resolve the hostname to an IP address through the operating system. Depending on the 'family' option, either ipv4 or ipv6 resolution is carried out. If multiple IP addresses are found, the first one is returned. :return: ip address """ ...

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def _isrc_long(name=None): """ Creates the grammar for a short ISRC code. ISRC stands for International Standard Recording Code, which is the standard ISO 3901. This stores information identifying a particular recording. This variant contain no separator for the parts, and follows the pattern:...

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def set_child_value( self, sensor_id, child_id, value_type, value, **kwargs): """Add a command to set a sensor value, to the queue. A queued command will be sent to the sensor when the gateway thread has sent all previously queued commands. If the sensor attribute new_state...

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def delete_proxy(self, id, **kwargs): # noqa: E501 """Delete a specific proxy # noqa: E501 # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.delete_proxy(id, async_req=True)...

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def load_xmatch_external_catalogs(xmatchto, xmatchkeys, outfile=None): '''This loads the external xmatch catalogs into a dict for use in an xmatch. Parameters ---------- xmatchto : list of str This is a list of paths to all the catalog text files that will be loaded. The text ...

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def get_contribution(self, url): """Get the details of a particular contribution given it's url""" result = self.api_request(url) # add the contrib id into the metadata result['id'] = os.path.split(result['url'])[1] return result

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def critical(self, event=None, *args, **kw): """ Process event and call :meth:`logging.Logger.critical` with the result. """ if not self._logger.isEnabledFor(logging.CRITICAL): return kw = self._add_base_info(kw) kw['level'] = "critical" return self._...

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def bitpos(self, key, bit, start=None, end=None): """Find first bit set or clear in a string. :raises ValueError: if bit is not 0 or 1 """ if bit not in (1, 0): raise ValueError("bit argument must be either 1 or 0") bytes_range = [] if start is not None: ...

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def parquet(self, *paths): """Loads Parquet files, returning the result as a :class:`DataFrame`. You can set the following Parquet-specific option(s) for reading Parquet files: * ``mergeSchema``: sets whether we should merge schemas collected from all \ Parquet part-files. T...

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def urquhart_graph(X, weighted=False): '''Urquhart graph: made from the 2 shortest edges of each Delaunay triangle. ''' e1, e2 = _delaunay_edges(X) w = paired_distances(X[e1], X[e2]) mask = np.ones_like(w, dtype=bool) bad_inds = w.reshape((-1, 3)).argmax(axis=1) + np.arange(0, len(e1), 3) mask[bad_...

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def get_app_key(self): """ If app_key is not provided will look in environment variables for username. """ if self.app_key is None: if os.environ.get(self.username): self.app_key = os.environ.get(self.username) else: raise A...

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def _read_from_buffer(self, pos: int) -> None: """Attempts to complete the currently-pending read from the buffer. The argument is either a position in the read buffer or None, as returned by _find_read_pos. """ self._read_bytes = self._read_delimiter = self._read_regex = None ...

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def value_percent(self): """ [float] 获得该持仓的实时市场价值在股票投资组合价值中所占比例，取值范围[0, 1] """ accounts = Environment.get_instance().portfolio.accounts if DEFAULT_ACCOUNT_TYPE.STOCK.name not in accounts: return 0 total_value = accounts[DEFAULT_ACCOUNT_TYPE.STOCK.name].total_v...

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def _protected_log(x1): """Closure of log for zero arguments.""" with np.errstate(divide='ignore', invalid='ignore'): return np.where(np.abs(x1) > 0.001, np.log(np.abs(x1)), 0.)

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def get_knobs_current_as_table(cls): """ Renders current knob values in table :return: """ knob_list = [ { 'Knob': name, 'Description': cls.get_registered_knob(name).description, 'Value': cls.get_registered_knob(name)()...

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32.571429

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def config(show, reset, **params): """Inspect and configure parameters in your local sentinelhub configuration file \b Example: sentinelhub.config --show sentinelhub.config --instance_id <new instance id> sentinelhub.config --max_download_attempts 5 --download_sleep_time 20 --download_tim...

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def ingest_dark(self): """Process dark.""" self.dark = extract_dark(self.hdulist[0].header, self.hdulist[1]) # If BIAS or DARK, set dark to zeros if self.dark is None: self.dark = np.zeros_like(self.science) return # Apply the dark subtraction if necess...

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33.5

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def get_lines(self): """ Returns a list of string representations of the atomic configuration information(x, y, z, ipot, atom_symbol, distance, id). Returns: list: list of strings, sorted by the distance from the absorbing atom. """ lines = [[...

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def get_item(self): """Returns the item to send back into the workflow generator.""" if self.was_list: result = ResultList() for item in self: if isinstance(item, WorkflowItem): if item.done and not item.error: result.ap...

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def _elim_adj(adj, n): """eliminates a variable, acting on the adj matrix of G, returning set of edges that were added. Parameters ---------- adj: dict A dict of the form {v: neighbors, ...} where v are vertices in a graph and neighbors is a set. Returns ---------- new_...

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def with_url(self, url): """Sets the request's URL and returns the request itself. Automatically sets the Host header according to the URL. Keyword arguments: url -- a string representing the URL the set for the request """ self.url = URL(url) self.header["Host"]...

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def get_flags(self, i, scoped=False): """Get flags.""" if scoped and not _SCOPED_FLAG_SUPPORT: return None index = i.index value = ['('] toggle = False end = ':' if scoped else ')' try: c = next(i) if c != '?': ...

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def strftime(date_time=None, time_format=None): """ 将 datetime 对象转换为 str :param: * date_time: (obj) datetime 对象 * time_format: (sting) 日期格式字符串 :return: * date_time_str: (string) 日期字符串 """ if not date_time: datetime_now = da...

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def QA_indicator_CCI(DataFrame, N=14): """ TYP:=(HIGH+LOW+CLOSE)/3; CCI:(TYP-MA(TYP,N))/(0.015*AVEDEV(TYP,N)); """ typ = (DataFrame['high'] + DataFrame['low'] + DataFrame['close']) / 3 cci = ((typ - MA(typ, N)) / (0.015 * AVEDEV(typ, N))) a = 100 b = -100 return pd.DataFrame({ ...

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def update_repodata(self, channels=None): """Update repodata from channels or use condarc channels if None.""" norm_channels = self.conda_get_condarc_channels(channels=channels, normalize=True) repodata_urls = self._set_repo_urls_from_chann...

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def filter_args_to_dict(filter_dict, accepted_filter_keys=[]): """Cast and validate filter args. :param filter_dict: Filter kwargs :param accepted_filter_keys: List of keys that are acceptable to use. """ out_dict = {} for k, v in filter_dict.items(): # make sure that the filter k is a...

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def unit_client(self): # type: () -> TCPClient """Return a TCPClient with same settings of the batch TCP client""" client = TCPClient(self.host, self.port, self.prefix) self._configure_client(client) return client

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def x_forwarded_for(self): """X-Forwarded-For header value. This is the amended header so that it contains the previous IP address in the forwarding change. """ ip = self._request.META.get('REMOTE_ADDR') current_xff = self.headers.get('X-Forwarded-For') return ...

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def onex(self): """ delete all X columns except the first one. """ xCols=[i for i in range(self.nCols) if self.colTypes[i]==3] if len(xCols)>1: for colI in xCols[1:][::-1]: self.colDelete(colI)

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def observe_reward_value(self, state_arr, action_arr): ''' Compute the reward value. Args: state_arr: `np.ndarray` of state. action_arr: `np.ndarray` of action. Returns: Reward value. ''' if se...

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def remove_key(self, store_key): """Remove key in the context of the current transaction. :param store_key: The key for the document in the store :type store_key: str """ self._remove_cache[store_key] = True if store_key in self._add_cache: for hash_value in...

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def _or16(ins): ''' Compares & pops top 2 operands out of the stack, and checks if the 1st operand OR (logical) 2nd operand (top of the stack), pushes 0 if False, 1 if True. 16 bit un/signed version Optimizations: If any of the operators are constants: Returns either 0 or ...

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def anova(dv=None, between=None, data=None, detailed=False, export_filename=None): """One-way and two-way ANOVA. Parameters ---------- dv : string Name of column in ``data`` containing the dependent variable. between : string or list with two elements Name of column(s) in ...

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def restart_stopped_apps(): ''' Restart all apps in stopped state ''' cozy_apps = monitor.status(only_cozy=True) for app in cozy_apps.keys(): state = cozy_apps[app] if state == 'up': next elif state == 'down': print 'Start {}'.format(app) ...

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def dropStudyFromISA(studyNum, pathToISATABFile): """ This function removes a study from an ISA file Typically, you should use the exploreISA function to check the contents of the ISA file and retrieve the study number you are interested in! Warning: this function deletes the given study and all its...

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def _break_signals(self): r"""Break N-dimensional signals into N 1D signals.""" for name in list(self.signals.keys()): if self.signals[name].ndim == 2: for i, signal_1d in enumerate(self.signals[name].T): self.signals[name + '_' + str(i)] = signal_1d ...

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49.571429

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def _stub_attr(obj, attr_name): ''' Stub an attribute of an object. Will return an existing stub if there already is one. ''' # Annoying circular reference requires importing here. Would like to see # this cleaned up. @AW from .mock import Mock # Check to see if this a property, this ch...

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def get_fullpath(self, withext=True): """Return the filepath with the filename :param withext: If True, return with the fileextension. :type withext: bool :returns: None :rtype: None :raises: None """ p = self.get_path(self._obj) n = self.get_name...

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30.384615

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def start(self, block=True): """Start discovering and listing to connections.""" if self._state == INIT: if not any(self.on_message.receivers_for(blinker.ANY)): raise RuntimeError('no receivers connected to on_message') self.logger.debug('starting %s...', self.na...

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def process(self, value, tag=None): """ Process (marshal) the tag with the specified value using the optional type information. @param value: The value (content) of the XML node. @type value: (L{Object}|any) @param tag: The (optional) tag name for the value. The default ...

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36.8

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def DOMDebugger_setDOMBreakpoint(self, nodeId, type): """ Function path: DOMDebugger.setDOMBreakpoint Domain: DOMDebugger Method name: setDOMBreakpoint Parameters: Required arguments: 'nodeId' (type: DOM.NodeId) -> Identifier of the node to set breakpoint on. 'type' (type: DOMBreakpointTyp...

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33.411765

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def event_actions(self): """ Take actions for timed events Returns ------- None """ system = self.system dae = system.dae if self.switch: system.Breaker.apply(self.t) for item in system.check_event(self.t): ...

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23.705882

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def store_meta(self,meta): "Inplace method that adds meta information to the meta dictionary" if self.meta is None: self.meta = {} self.meta.update(meta) return self

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34

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def datum_to_value(self, instance, datum): """Convert a given MAAS-side datum to a Python-side value. :param instance: The `Object` instance on which this field is currently operating. This method should treat it as read-only, for example to perform validation with regards to ot...

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def create(self): """ Creates the database >>> db.create() True """ data = data={"db-name":self.db} self.rest('POST', self.uri_str, status_codes=(200,201), data=data) return True

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24.875

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def set_origin(self, offset): """Applies a constant offset to all objects.""" offset = np.array(offset) for node in self.worldbody.findall("./*[@pos]"): cur_pos = string_to_array(node.get("pos")) new_pos = cur_pos + offset node.set("pos", array_to_string(new_p...

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45.428571

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def get_portchannel_info_by_intf_output_lacp_periodic_transmission_machine_state(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") get_portchannel_info_by_intf = ET.Element("get_portchannel_info_by_intf") config = get_portchannel_info_by_intf outpu...

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54.384615

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def main_target_default_build (self, specification, project): """ Return the default build value to use when declaring a main target, which is obtained by using specified value if not empty and parent's default build attribute otherwise. specification: Default build explicit...

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53.461538

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def reduce_ticks(ax, which, maxticks=3): """Given a pyplot axis, resamples its `which`-axis ticks such that are at most `maxticks` left. Parameters ---------- ax : axis The axis to adjust. which : {'x' | 'y'} Which axis to adjust. maxticks : {3, int} Maximum number o...

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29

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def unbounded(self): """Whether solution is unbounded""" self._check_valid() if self._ret_val != 0: return self._ret_val == swiglpk.GLP_ENODFS return swiglpk.glp_get_status(self._problem._p) == swiglpk.GLP_UNBND

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41.666667

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def _get_mapping(self, schema): """Get mapping for given resource or item schema. :param schema: resource or dict/list type item schema """ properties = {} for field, field_schema in schema.items(): field_mapping = self._get_field_mapping(field_schema) if...

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37.909091

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def is_reduction(expr): """Check whether an expression is a reduction or not Aggregations yield typed scalar expressions, since the result of an aggregation is a single value. When creating an table expression containing a GROUP BY equivalent, we need to be able to easily check that we are looking ...

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31.974359

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def foreach_sentence(layer, drop_factor=1.0): """Map a layer across sentences (assumes spaCy-esque .sents interface)""" def sentence_fwd(docs, drop=0.0): sents = [] lengths = [] for doc in docs: doc_sents = [sent for sent in doc.sents if len(sent)] subset = [ ...

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33.909091

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def source_list(source, source_hash, saltenv): ''' Check the source list and return the source to use CLI Example: .. code-block:: bash salt '*' file.source_list salt://http/httpd.conf '{hash_type: 'md5', 'hsum': <md5sum>}' base ''' contextkey = '{0}_|-{1}_|-{2}'.format(source, source...

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45.962963

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def filenames(self): """Returns the filenames that this par2 file repairs.""" return [p.name for p in self.packets if isinstance(p, FileDescriptionPacket)]

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56.333333

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def request(self, *args, **kwargs): """ The main purpose of this is to be a wrapper-like function to pass the api_token and all the other params to the requests that are being made :returns: An instance of RequestsHandler """ return RequestsHandler(*args, api_token=self....

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45.7

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def tile( sceneid, tile_x, tile_y, tile_z, bands=("4", "3", "2"), tilesize=256, pan=False ): """ Create mercator tile from Landsat-8 data. Attributes ---------- sceneid : str Landsat sceneid. For scenes after May 2017, sceneid have to be LANDSAT_PRODUCT_ID. tile_x : int ...

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def successful(self): """Property to tell if the run was successful: no failures.""" for result in self.results: if result.code == ResultCode.FAILED: return False return True

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36.833333

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