kejian/codesearchnet-python-pep8-full · Datasets at Hugging Face

text stringlengths 75 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 0.18
def table_to_ligolw(table, tablename): """Convert a `astropy.table.Table` to a :class:`ligo.lw.table.Table` """ from ligo.lw import lsctables # create new LIGO_LW table columns = table.columns.keys() cls = lsctables.TableByName[tablename] llwcolumns = list(columns) for col, llwcols in _...	[ "def", "table_to_ligolw", "(", "table", ",", "tablename", ")", ":", "from", "ligo", ".", "lw", "import", "lsctables", "# create new LIGO_LW table", "columns", "=", "table", ".", "columns", ".", "keys", "(", ")", "cls", "=", "lsctables", ".", "TableByName", "...	31.96	0.001215
def rot(self, t=0., transposed=False): """2D Rotation matrix for non-zero pa or pattern speed to goto the aligned coordinates """ rotmat = np.array( [[np.cos(self._pa+self._omegabt),np.sin(self._pa+self._omegabt)], [-np.sin(self._pa+self._omegab*t),np.cos(se...	[ "def", "rot", "(", "self", ",", "t", "=", "0.", ",", "transposed", "=", "False", ")", ":", "rotmat", "=", "np", ".", "array", "(", "[", "[", "np", ".", "cos", "(", "self", ".", "_pa", "+", "self", ".", "_omegab", "*", "t", ")", ",", "np", "...	38.727273	0.011468
def import_jwks(self, jwks, issuer): """ Imports all the keys that are represented in a JWKS :param jwks: Dictionary representation of a JWKS :param issuer: Who 'owns' the JWKS """ try: _keys = jwks["keys"] except KeyError: raise ValueErro...	[ "def", "import_jwks", "(", "self", ",", "jwks", ",", "issuer", ")", ":", "try", ":", "_keys", "=", "jwks", "[", "\"keys\"", "]", "except", "KeyError", ":", "raise", "ValueError", "(", "'Not a proper JWKS'", ")", "else", ":", "try", ":", "self", ".", "i...	34.944444	0.003096
def calc_move(self, c): """ calculate the amount of damage down using the battle.rules file WARNING - shitty eval functions - careful with user input. TODO = max_hit = parser.parse(self.rules['hit_max']).to_pyfunc() """ # first get local variables the same as bat...	[ "def", "calc_move", "(", "self", ",", "c", ")", ":", "# first get local variables the same as battle.rules file so parser can interpret.", "AGI", "=", "c", ".", "stats", "[", "'AGI'", "]", "INT", "=", "c", ".", "stats", "[", "'INT'", "]", "STR", "=", "c", ".",...	58.632653	0.013352
def _load_ssh(self, tag): """Loads the SSH configuration into the vardict.""" for child in tag: if child.tag == "server": self._vardict["server"] = child.attrib elif child.tag == "codes": self._load_codes(child, True) elif child.tag == ...	[ "def", "_load_ssh", "(", "self", ",", "tag", ")", ":", "for", "child", "in", "tag", ":", "if", "child", ".", "tag", "==", "\"server\"", ":", "self", ".", "_vardict", "[", "\"server\"", "]", "=", "child", ".", "attrib", "elif", "child", ".", "tag", ...	41.909091	0.004246
def get_intrusion_data(self, Pc=None): r""" Obtain the numerical values of the calculated intrusion curve Returns ------- A named-tuple containing arrays of applied capillary pressures and invading phase saturation. """ net = self.project.network ...	[ "def", "get_intrusion_data", "(", "self", ",", "Pc", "=", "None", ")", ":", "net", "=", "self", ".", "project", ".", "network", "if", "Pc", "is", "None", ":", "# Infer list of applied capillary pressures", "points", "=", "np", ".", "unique", "(", "self", "...	38.146341	0.001247
def fetch(self, ui_version=values.unset): """ Fetch a ConfigurationInstance :param unicode ui_version: Pinned UI version :returns: Fetched ConfigurationInstance :rtype: twilio.rest.flex_api.v1.configuration.ConfigurationInstance """ params = values.of({'UiVersio...	[ "def", "fetch", "(", "self", ",", "ui_version", "=", "values", ".", "unset", ")", ":", "params", "=", "values", ".", "of", "(", "{", "'UiVersion'", ":", "ui_version", ",", "}", ")", "payload", "=", "self", ".", "_version", ".", "fetch", "(", "'GET'",...	28	0.003839
def broadcast_transaction(hex_tx, blockchain_client): """ Dispatch a raw transaction to the network. """ if isinstance(blockchain_client, BitcoindClient): bitcoind = blockchain_client.bitcoind elif isinstance(blockchain_client, AuthServiceProxy): bitcoind = blockchain_client else: ...	[ "def", "broadcast_transaction", "(", "hex_tx", ",", "blockchain_client", ")", ":", "if", "isinstance", "(", "blockchain_client", ",", "BitcoindClient", ")", ":", "bitcoind", "=", "blockchain_client", ".", "bitcoind", "elif", "isinstance", "(", "blockchain_client", "...	35.052632	0.001462
def _merge_args_opts(args_opts_dict, **kwargs): """Merge options with their corresponding arguments. Iterates over the dictionary holding arguments (keys) and options (values). Merges each options string with its corresponding argument. :param dict args_opts_dict: a dictionary of arguments and options...	[ "def", "_merge_args_opts", "(", "args_opts_dict", ",", "", "", "kwargs", ")", ":", "merged", "=", "[", "]", "if", "not", "args_opts_dict", ":", "return", "merged", "for", "arg", ",", "opt", "in", "args_opts_dict", ".", "items", "(", ")", ":", "if", "...	28.6	0.00451
def snake_case_methods(cls, debug=False): """ A class decorator adding snake_case methods that alias capitalized ROOT methods. cls must subclass a ROOT class and define the _ROOT class variable. """ if not CONVERT_SNAKE_CASE: return cls # get the ROOT base class root_base = cls._...	[ "def", "snake_case_methods", "(", "cls", ",", "debug", "=", "False", ")", ":", "if", "not", "CONVERT_SNAKE_CASE", ":", "return", "cls", "# get the ROOT base class", "root_base", "=", "cls", ".", "_ROOT", "members", "=", "inspect", ".", "getmembers", "(", "root...	34.518519	0.000522
def get_project(self, project_key): """Retrieve an existing project This method retrieves metadata about an existing project :param project_key: Project identifier, in the form of owner/id :type project_key: str :returns: Project definition, with all attributes :rtype: ...	[ "def", "get_project", "(", "self", ",", "project_key", ")", ":", "try", ":", "owner_id", ",", "project_id", "=", "parse_dataset_key", "(", "project_key", ")", "return", "self", ".", "_projects_api", ".", "get_project", "(", "owner_id", ",", "project_id", ")", ...	38.821429	0.001795
def sort(self, sortlist, name='', limit=0, offset=0, style='Python'): """Sort the table and return the result as a reference table. This method sorts the table. It forms a `TaQL <../../doc/199.html>`_ command from the given arguments and executes it using the :func:...	[ "def", "sort", "(", "self", ",", "sortlist", ",", "name", "=", "''", ",", "limit", "=", "0", ",", "offset", "=", "0", ",", "style", "=", "'Python'", ")", ":", "command", "=", "'select from $1 orderby '", "+", "sortlist", "if", "limit", ">", "0", ":",...	43.297297	0.001832
def get_matches(self, text, cache=None, conflict_resolver=resolve_using_maximal_coverage): """Get the matches of the symbol on given text.""" is_root_node = False if cache is None: cache = {} is_root_node = True if id(self) in cache: return cache[id(se...	[ "def", "get_matches", "(", "self", ",", "text", ",", "cache", "=", "None", ",", "conflict_resolver", "=", "resolve_using_maximal_coverage", ")", ":", "is_root_node", "=", "False", "if", "cache", "is", "None", ":", "cache", "=", "{", "}", "is_root_node", "=",...	39.8	0.00491
def _apply_best_spans_to_primaries(self): """ Apply best spans. Given the best span, interpolate to compute the best smoothed value at each observation. """ self.smooth_result = [] for xi, best_span in enumerate(self._smoothed_best_spans.smooth_result): ...	[ "def", "_apply_best_spans_to_primaries", "(", "self", ")", ":", "self", ".", "smooth_result", "=", "[", "]", "for", "xi", ",", "best_span", "in", "enumerate", "(", "self", ".", "_smoothed_best_spans", ".", "smooth_result", ")", ":", "primary_values", "=", "[",...	42.307692	0.007117
def AddEventSource(self, event_source): """Adds an event source. Args: event_source (EventSource): event source. Raises: IOError: when the storage file is closed or read-only. OSError: when the storage file is closed or read-only. """ self._RaiseIfNotWritable() self._AddAttr...	[ "def", "AddEventSource", "(", "self", ",", "event_source", ")", ":", "self", ".", "_RaiseIfNotWritable", "(", ")", "self", ".", "_AddAttributeContainer", "(", "self", ".", "_CONTAINER_TYPE_EVENT_SOURCE", ",", "event_source", ")" ]	27.071429	0.002551
def question_field(self, move_x, move_y): """Question a grid by given position.""" field_status = self.info_map[move_y, move_x] # a questioned or undiscovered field if field_status != 10 and (field_status == 9 or field_status == 11): self.info_map[move_y, move_x] = 10	[ "def", "question_field", "(", "self", ",", "move_x", ",", "move_y", ")", ":", "field_status", "=", "self", ".", "info_map", "[", "move_y", ",", "move_x", "]", "# a questioned or undiscovered field", "if", "field_status", "!=", "10", "and", "(", "field_status", ...	43.857143	0.00639
def stop_actor(self, aid): ''' This method removes one actor from the Host, stoping it and deleting all its references. :param str. aid: identifier of the actor you want to stop. ''' url = '%s://%s/%s' % (self.transport, self.host_url.netloc, aid) if url != self....	[ "def", "stop_actor", "(", "self", ",", "aid", ")", ":", "url", "=", "'%s://%s/%s'", "%", "(", "self", ".", "transport", ",", "self", ".", "host_url", ".", "netloc", ",", "aid", ")", "if", "url", "!=", "self", ".", "url", ":", "actor", "=", "self", ...	34.857143	0.003992
def install(self): ''' Use pip to install the requirements file. ''' remote_path = os.path.join(self.venv, 'requirements.txt') put(self.requirements, remote_path) run('{pip} install -r {requirements}'.format( pip=self.pip(), requirements=remote_path))	[ "def", "install", "(", "self", ")", ":", "remote_path", "=", "os", ".", "path", ".", "join", "(", "self", ".", "venv", ",", "'requirements.txt'", ")", "put", "(", "self", ".", "requirements", ",", "remote_path", ")", "run", "(", "'{pip} install -r {require...	38	0.006431
def query(options, collection_name, num_to_skip, num_to_return, query, field_selector=None): """Get a query message. """ data = struct.pack("<I", options) data += bson._make_c_string(collection_name) data += struct.pack("<i", num_to_skip) data += struct.pack("<i", num_to_return) ...	[ "def", "query", "(", "options", ",", "collection_name", ",", "num_to_skip", ",", "num_to_return", ",", "query", ",", "field_selector", "=", "None", ")", ":", "data", "=", "struct", ".", "pack", "(", "\"<I\"", ",", "options", ")", "data", "+=", "bson", "....	38.666667	0.002105
def error(self, interface_id, errorcode, msg): """When some error occurs the CCU / Homegear will send it's error message here""" LOG.debug("RPCFunctions.error: interface_id = %s, errorcode = %i, message = %s" % ( interface_id, int(errorcode), str(msg))) if self.systemcallback: ...	[ "def", "error", "(", "self", ",", "interface_id", ",", "errorcode", ",", "msg", ")", ":", "LOG", ".", "debug", "(", "\"RPCFunctions.error: interface_id = %s, errorcode = %i, message = %s\"", "%", "(", "interface_id", ",", "int", "(", "errorcode", ")", ",", "str", ...	56.857143	0.009901
def matrix_check(table): """ Check input matrix format. :param table: input matrix :type table : dict :return: bool """ try: if len(table.keys()) == 0: return False for i in table.keys(): if table.keys() != table[i].keys() or vector_check( ...	[ "def", "matrix_check", "(", "table", ")", ":", "try", ":", "if", "len", "(", "table", ".", "keys", "(", ")", ")", "==", "0", ":", "return", "False", "for", "i", "in", "table", ".", "keys", "(", ")", ":", "if", "table", ".", "keys", "(", ")", ...	24.333333	0.002198
def create_file(self, path, fp, force=False, update=False): """Store a new file at `path` in this storage. The contents of the file descriptor `fp` (opened in 'rb' mode) will be uploaded to `path` which is the full path at which to store the file. To force overwrite of an exist...	[ "def", "create_file", "(", "self", ",", "path", ",", "fp", ",", "force", "=", "False", ",", "update", "=", "False", ")", ":", "if", "'b'", "not", "in", "fp", ".", "mode", ":", "raise", "ValueError", "(", "\"File has to be opened in binary mode.\"", ")", ...	45.282051	0.001663
async def set_windows_kms_host(cls, host: typing.Optional[str]): """See `get_windows_kms_host`.""" await cls.set_config("windows_kms_host", "" if host is None else host)	[ "async", "def", "set_windows_kms_host", "(", "cls", ",", "host", ":", "typing", ".", "Optional", "[", "str", "]", ")", ":", "await", "cls", ".", "set_config", "(", "\"windows_kms_host\"", ",", "\"\"", "if", "host", "is", "None", "else", "host", ")" ]	61	0.010811
def default_classification_value_maps(classification): """Helper to get default value maps from classification. :param classification: Classification definition. :type classification: dict :returns: Dictionary with key = the class key and value = default strings. :rtype: dict """ value_map...	[ "def", "default_classification_value_maps", "(", "classification", ")", ":", "value_maps", "=", "{", "}", "for", "hazard_class", "in", "classification", "[", "'classes'", "]", ":", "value_maps", "[", "hazard_class", "[", "'key'", "]", "]", "=", "hazard_class", "...	32.066667	0.00202
def fs_dirty_attachments(self): """ returns a list of absolute paths to the attachements""" if exists(self.fs_attachment_container): return [join(self.fs_attachment_container, attachment) for attachment in listdir(self.fs_attachment_container)] else: r...	[ "def", "fs_dirty_attachments", "(", "self", ")", ":", "if", "exists", "(", "self", ".", "fs_attachment_container", ")", ":", "return", "[", "join", "(", "self", ".", "fs_attachment_container", ",", "attachment", ")", "for", "attachment", "in", "listdir", "(", ...	46	0.006098
def create(gandi, email, quota, fallback, alias, password): """Create a mailbox.""" login, domain = email options = {} if not password: password = click.prompt('password', hide_input=True, confirmation_prompt=True) options['password'] = password if quota ...	[ "def", "create", "(", "gandi", ",", "email", ",", "quota", ",", "fallback", ",", "alias", ",", "password", ")", ":", "login", ",", "domain", "=", "email", "options", "=", "{", "}", "if", "not", "password", ":", "password", "=", "click", ".", "prompt"...	29.705882	0.001919
def get_model(name, **kwargs): """Returns a pre-defined model by name Parameters ---------- name : str Name of the model. pretrained : bool Whether to load the pretrained weights for model. classes : int Number of classes for the output layer. ctx : Context, default ...	[ "def", "get_model", "(", "name", ",", "", "", "kwargs", ")", ":", "models", "=", "{", "'resnet18_v1'", ":", "resnet18_v1", ",", "'resnet34_v1'", ":", "resnet34_v1", ",", "'resnet50_v1'", ":", "resnet50_v1", ",", "'resnet101_v1'", ":", "resnet101_v1", ",", ...	34.854839	0.0009
def delete_organization(db, organization): """Remove an organization from the registry. This function removes the given organization from the registry. Related information such as domains or enrollments are also removed. It checks first whether the organization is already on the registry. When it i...	[ "def", "delete_organization", "(", "db", ",", "organization", ")", ":", "with", "db", ".", "connect", "(", ")", "as", "session", ":", "org", "=", "find_organization", "(", "session", ",", "organization", ")", "if", "not", "org", ":", "raise", "NotFoundErro...	35.954545	0.001232
def find_working_password(self, usernames=None, host_strings=None): """ Returns the first working combination of username and password for the current host. """ r = self.local_renderer if host_strings is None: host_strings = [] if not host_strings: ...	[ "def", "find_working_password", "(", "self", ",", "usernames", "=", "None", ",", "host_strings", "=", "None", ")", ":", "r", "=", "self", ".", "local_renderer", "if", "host_strings", "is", "None", ":", "host_strings", "=", "[", "]", "if", "not", "host_stri...	39.444444	0.004948
def calculate_potential(self, t=None, t_max=100, plot_optimal_t=False, ax=None): """Calculates the diffusion potential Parameters ---------- t : int power to which the diffusion operator is powered sets the level of diffusion ...	[ "def", "calculate_potential", "(", "self", ",", "t", "=", "None", ",", "t_max", "=", "100", ",", "plot_optimal_t", "=", "False", ",", "ax", "=", "None", ")", ":", "if", "t", "is", "None", ":", "t", "=", "self", ".", "t", "if", "self", ".", "diff_...	34.823529	0.001643
def tolist(x): """ convenience function that takes in a nested structure of lists and dictionaries and converts everything to its base objects. This is useful for dupming a file to yaml. (a) numpy arrays into python lists >>> type(tolist(np.asarray(123))) == int ...	[ "def", "tolist", "(", "x", ")", ":", "if", "isinstance", "(", "x", ",", "list", ")", ":", "return", "map", "(", "tolist", ",", "x", ")", "elif", "isinstance", "(", "x", ",", "dict", ")", ":", "return", "dict", "(", "(", "tolist", "(", "k", ")",...	28.558824	0.001493
def rparents(self, level=-1, intermediate=True): """Create a recursive list of children. Note that the :param:`intermediate` can be used to include every parents to the returned list, not only the most nested ones. Parameters: level (int): The depth level to continue fetchi...	[ "def", "rparents", "(", "self", ",", "level", "=", "-", "1", ",", "intermediate", "=", "True", ")", ":", "try", ":", "return", "self", ".", "_rparents", "[", "(", "level", ",", "intermediate", ")", "]", "except", "KeyError", ":", "rparents", "=", "["...	33.694444	0.004006
def progress_bar_wrapper(iterable, kwargs): ''' Wrapper that applies tqdm progress bar conditional on config settings. ''' return tqdm(iterable, kwargs) if (config.get_option('progress_bar') and not isinstance(iterable, tqdm)) else iterable	[ "def", "progress_bar_wrapper", "(", "iterable", ",", "", "", "kwargs", ")", ":", "return", "tqdm", "(", "iterable", ",", "", "", "kwargs", ")", "if", "(", "config", ".", "get_option", "(", "'progress_bar'", ")", "and", "not", "isinstance", "(", "iter...	52	0.007576
def area(self, x=None, y=None, **kwds): """ Draw a stacked area plot. An area plot displays quantitative data visually. This function wraps the matplotlib area function. Parameters ---------- x : label or position, optional Coordinates for the X axis...	[ "def", "area", "(", "self", ",", "x", "=", "None", ",", "y", "=", "None", ",", "", "", "kwds", ")", ":", "return", "self", "(", "kind", "=", "'area'", ",", "x", "=", "x", ",", "y", "=", "y", ",", "", "", "kwds", ")" ]	29.444444	0.000913
def EnableNetworkInterfaces( self, interfaces, logger, dhclient_script=None): """Enable the list of network interfaces. Args: interfaces: list of string, the output device names to enable. logger: logger object, used to write to SysLog and serial port. dhclient_script: string, the path ...	[ "def", "EnableNetworkInterfaces", "(", "self", ",", "interfaces", ",", "logger", ",", "dhclient_script", "=", "None", ")", ":", "helpers", ".", "CallDhclient", "(", "interfaces", ",", "logger", ",", "dhclient_script", "=", "dhclient_script", ")" ]	43.5	0.002252
async def async_set_switch_state( self, switch_number: SwitchNumber, state: bool) -> None: """ Turn a switch on or off. :param switch_number: the switch to be set. :param state: True to turn on, False to turn off. """ await self._protocol.async_execute( ...	[ "async", "def", "async_set_switch_state", "(", "self", ",", "switch_number", ":", "SwitchNumber", ",", "state", ":", "bool", ")", "->", "None", ":", "await", "self", ".", "_protocol", ".", "async_execute", "(", "SetSwitchCommand", "(", "switch_number", ",", "S...	32.846154	0.004556
def smart_insert(engine, table, data, minimal_size=5): """ An optimized Insert strategy. Guarantee successful and highest insertion speed. But ATOMIC WRITE IS NOT ENSURED IF THE PROGRAM IS INTERRUPTED. 中文文档在Insert中, 如果已经预知不会出现IntegrityError, 那么使用Bulk Insert的速度要远远快于逐条Insert。而如果无法预知, 那么我们采...	[ "def", "smart_insert", "(", "engine", ",", "table", ",", "data", ",", "minimal_size", "=", "5", ")", ":", "insert", "=", "table", ".", "insert", "(", ")", "if", "isinstance", "(", "data", ",", "list", ")", ":", "# 首先进行尝试bulk insert", "try", ":", "engin...	29.73913	0.000708
def parse_args(): """Arg parser. """ parser = get_parser() if len(sys.argv) < 2: parser.print_help() logging.warning('Too few arguments!') parser.exit(1) # parsing try: params = parser.parse_args() except Exception as exc: print(exc) raise ...	[ "def", "parse_args", "(", ")", ":", "parser", "=", "get_parser", "(", ")", "if", "len", "(", "sys", ".", "argv", ")", "<", "2", ":", "parser", ".", "print_help", "(", ")", "logging", ".", "warning", "(", "'Too few arguments!'", ")", "parser", ".", "e...	28.87037	0.003102
def state_destruction(self, model, prop_name, info): """ Close state editor when state is being destructed """ import rafcon.gui.singleton as gui_singletons states_editor_ctrl = gui_singletons.main_window_controller.get_controller('states_editor_ctrl') state_identifier = states_editor_ct...	[ "def", "state_destruction", "(", "self", ",", "model", ",", "prop_name", ",", "info", ")", ":", "import", "rafcon", ".", "gui", ".", "singleton", "as", "gui_singletons", "states_editor_ctrl", "=", "gui_singletons", ".", "main_window_controller", ".", "get_controll...	69.833333	0.007075
def singleCalc(self, m={'Al2O3': 13.01, 'Alpha': 0.6, 'Ba': 188.0, 'Be': 0.85, 'CaO': 8.35, 'Ce': 28.2, 'Co': 45.2, 'Cr': 117.0, 'Cs': 0.83, 'Cu': 53.5, 'Dy': 5.58, 'Er': 2.96, 'Eu': 1.79, 'Fe2O3': 14.47, 'FeO': 5.51, 'Ga': 19.4, 'Gd': 5.24, 'Hf': 3.38, 'Ho...	[ "def", "singleCalc", "(", "self", ",", "m", "=", "{", "'Al2O3'", ":", "13.01", ",", "'Alpha'", ":", "0.6", ",", "'Ba'", ":", "188.0", ",", "'Be'", ":", "0.85", ",", "'CaO'", ":", "8.35", ",", "'Ce'", ":", "28.2", ",", "'Co'", ":", "45.2", ",", ...	37.005059	0.00315
def lookup(self, mbid, include=()): """ Lookup an entity directly from a specified :term:`MBID`\ . """ if include: for included in include: if included not in self.available_includes: raise ValueError( "{0!r} is no...	[ "def", "lookup", "(", "self", ",", "mbid", ",", "include", "=", "(", ")", ")", ":", "if", "include", ":", "for", "included", "in", "include", ":", "if", "included", "not", "in", "self", ".", "available_includes", ":", "raise", "ValueError", "(", "\"{0!...	33.15	0.004399
def get_property_dict(entity_proto): """Convert datastore.Entity to a dict of property name -> datastore.Value. Args: entity_proto: datastore.Entity proto message. Usage: >>> get_property_dict(entity_proto) {'foo': {string_value='a'}, 'bar': {integer_value=2}} Returns: dict of entity properti...	[ "def", "get_property_dict", "(", "entity_proto", ")", ":", "return", "dict", "(", "(", "p", ".", "key", ",", "p", ".", "value", ")", "for", "p", "in", "entity_proto", ".", "property", ")" ]	27.071429	0.007653
def ConvertSupportedOSToConditions(src_object): """Turn supported_os into a condition.""" if src_object.supported_os: conditions = " OR ".join("os == '%s'" % o for o in src_object.supported_os) return conditions	[ "def", "ConvertSupportedOSToConditions", "(", "src_object", ")", ":", "if", "src_object", ".", "supported_os", ":", "conditions", "=", "\" OR \"", ".", "join", "(", "\"os == '%s'\"", "%", "o", "for", "o", "in", "src_object", ".", "supported_os", ")", "return", ...	43.8	0.013453
def decode_aes256_cbc_base64(data, encryption_key): """Decrypts base64 encoded AES-256 CBC bytes.""" if not data: return b'' else: # LastPass AES-256/CBC/base64 encryted string starts with an "!". # Next 24 bytes are the base64 encoded IV for the cipher. # Then comes the "\|"....	[ "def", "decode_aes256_cbc_base64", "(", "data", ",", "encryption_key", ")", ":", "if", "not", "data", ":", "return", "b''", "else", ":", "# LastPass AES-256/CBC/base64 encryted string starts with an \"!\".", "# Next 24 bytes are the base64 encoded IV for the cipher.", "# Then com...	37.5	0.001859
def embed_batch(self, batch: List[List[str]]) -> List[numpy.ndarray]: """ Computes the ELMo embeddings for a batch of tokenized sentences. Please note that ELMo has internal state and will give different results for the same input. See the comment under the class definition. Pa...	[ "def", "embed_batch", "(", "self", ",", "batch", ":", "List", "[", "List", "[", "str", "]", "]", ")", "->", "List", "[", "numpy", ".", "ndarray", "]", ":", "elmo_embeddings", "=", "[", "]", "# Batches with only an empty sentence will throw an exception inside Al...	40.757576	0.005084
def hashVariant(cls, gaVariant): """ Produces an MD5 hash of the ga variant object to distinguish it from other variants at the same genomic coordinate. """ hash_str = gaVariant.reference_bases + \ str(tuple(gaVariant.alternate_bases)) return hashlib.md5(hash_...	[ "def", "hashVariant", "(", "cls", ",", "gaVariant", ")", ":", "hash_str", "=", "gaVariant", ".", "reference_bases", "+", "str", "(", "tuple", "(", "gaVariant", ".", "alternate_bases", ")", ")", "return", "hashlib", ".", "md5", "(", "hash_str", ")", ".", ...	41.125	0.005952
def revoke_admin_privileges(name, *client_args): ''' Revoke cluster administration privileges from a user. name Name of the user from whom admin privileges will be revoked. CLI Example: .. code-block:: bash salt '' influxdb.revoke_admin_privileges <name> ''' client = _c...	[ "def", "revoke_admin_privileges", "(", "name", ",", "", "", "client_args", ")", ":", "client", "=", "_client", "(", "", "", "client_args", ")", "client", ".", "revoke_admin_privileges", "(", "name", ")", "return", "True" ]	22.470588	0.002513
async def get_user(self, user_id, page_id): """ Query a user from the API and return its JSON """ access_token = self._access_token(page_id=page_id) params = { 'fields': 'first_name,last_name,profile_pic,locale,timezone' ',gender', ...	[ "async", "def", "get_user", "(", "self", ",", "user_id", ",", "page_id", ")", ":", "access_token", "=", "self", ".", "_access_token", "(", "page_id", "=", "page_id", ")", "params", "=", "{", "'fields'", ":", "'first_name,last_name,profile_pic,locale,timezone'", ...	28.842105	0.003534
def _initialize_kvstore(kvstore, param_arrays, arg_params, param_names, update_on_kvstore): """Initialize kvstore""" for idx, param_on_devs in enumerate(param_arrays): name = param_names[idx] kvstore.init(name, arg_params[name]) if update_on_kvstore: kvstore.pull(name, param...	[ "def", "_initialize_kvstore", "(", "kvstore", ",", "param_arrays", ",", "arg_params", ",", "param_names", ",", "update_on_kvstore", ")", ":", "for", "idx", ",", "param_on_devs", "in", "enumerate", "(", "param_arrays", ")", ":", "name", "=", "param_names", "[", ...	42.125	0.005814
def predict(self, X): """ Predictions with the model. Returns posterior means and standard deviations at X. """ X = np.atleast_2d(X) m = np.empty(shape=(0,1)) s = np.empty(shape=(0,1)) for k in range(X.shape[0]): preds = [] for pred in sel...	[ "def", "predict", "(", "self", ",", "X", ")", ":", "X", "=", "np", ".", "atleast_2d", "(", "X", ")", "m", "=", "np", ".", "empty", "(", "shape", "=", "(", "0", ",", "1", ")", ")", "s", "=", "np", ".", "empty", "(", "shape", "=", "(", "0",...	33.933333	0.01912
def app_add_developers(app_name_or_id, alias=None, input_params={}, always_retry=True, **kwargs): """ Invokes the /app-xxxx/addDevelopers API method. For more info, see: https://wiki.dnanexus.com/API-Specification-v1.0.0/Apps#API-method:-/app-xxxx%5B/yyyy%5D/addDevelopers """ fully_qualified_versio...	[ "def", "app_add_developers", "(", "app_name_or_id", ",", "alias", "=", "None", ",", "input_params", "=", "{", "}", ",", "always_retry", "=", "True", ",", "", "", "kwargs", ")", ":", "fully_qualified_version", "=", "app_name_or_id", "+", "(", "(", "'/'", ...	61.125	0.008065
def replace_discount_promotion_by_id(cls, discount_promotion_id, discount_promotion, **kwargs): """Replace DiscountPromotion Replace all attributes of DiscountPromotion This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True ...	[ "def", "replace_discount_promotion_by_id", "(", "cls", ",", "discount_promotion_id", ",", "discount_promotion", ",", "", "", "kwargs", ")", ":", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async'", ")", ":", ...	53.909091	0.006628
def GetInput(self): """Yield client urns.""" client_list = GetAllClients(token=self.token) logging.debug("Got %d clients", len(client_list)) for client_group in collection.Batch(client_list, self.client_chunksize): for fd in aff4.FACTORY.MultiOpen( client_group, mode="r", ...	[ "def", "GetInput", "(", "self", ")", ":", "client_list", "=", "GetAllClients", "(", "token", "=", "self", ".", "token", ")", "logging", ".", "debug", "(", "\"Got %d clients\"", ",", "len", "(", "client_list", ")", ")", "for", "client_group", "in", "collect...	40.733333	0.0096
def init(self): """Extract some info from chunks""" for type_, data in self.chunks: if type_ == "IHDR": self.hdr = data elif type_ == "IEND": self.end = data if self.hdr: # grab w, h info self.width, self.height = struct.unpack("!II", self.hdr[8:16])	[ "def", "init", "(", "self", ")", ":", "for", "type_", ",", "data", "in", "self", ".", "chunks", ":", "if", "type_", "==", "\"IHDR\"", ":", "self", ".", "hdr", "=", "data", "elif", "type_", "==", "\"IEND\"", ":", "self", ".", "end", "=", "data", "...	24.636364	0.046263
def cut(img, left, above, right, down): """ 从图像中复制出一个矩形选区 box = (100, 100, 400, 400) region = im.crop(box) 矩形选区有一个4元元组定义，分别表示左、上、右、下的坐标。这个库以左上角为坐标原点，单位是px，所以上诉代码复制了一个 300x300 pixels 的矩形选区 :param img: 加载到内存的图片 :param left: 左 :param above: 上 :param right: 右 :param down: 下 ...	[ "def", "cut", "(", "img", ",", "left", ",", "above", ",", "right", ",", "down", ")", ":", "box", "=", "(", "left", ",", "above", ",", "right", ",", "down", ")", "region", "=", "img", ".", "crop", "(", "box", ")", "return", "region" ]	21.157895	0.002381
def mojo_predict_pandas(dataframe, mojo_zip_path, genmodel_jar_path=None, classpath=None, java_options=None, verbose=False): """ MOJO scoring function to take a Pandas frame and use MOJO model as zip file to score. :param dataframe: Pandas frame to score. :param mojo_zip_path: Path to MOJO zip download...	[ "def", "mojo_predict_pandas", "(", "dataframe", ",", "mojo_zip_path", ",", "genmodel_jar_path", "=", "None", ",", "classpath", "=", "None", ",", "java_options", "=", "None", ",", "verbose", "=", "False", ")", ":", "tmp_dir", "=", "tempfile", ".", "mkdtemp", ...	57.793103	0.005869
def bounds(self): """The bounds of the random variable. Set `self.i=0.95` to return the 95% interval if this is used for setting bounds on optimizers/etc. where infinite bounds may not be useful. """ return [scipy.stats.gamma.interval(self.i, a, loc=0, scale=1.0 / b) for...	[ "def", "bounds", "(", "self", ")", ":", "return", "[", "scipy", ".", "stats", ".", "gamma", ".", "interval", "(", "self", ".", "i", ",", "a", ",", "loc", "=", "0", ",", "scale", "=", "1.0", "/", "b", ")", "for", "a", ",", "b", "in", "zip", ...	49	0.014327
def zrrange(self, name, offset, limit): """ Return a dict mapping key/score in a range of score from zset ``name`` between ``offset`` and ``offset+limit`` sorted in descending order. .. warning:: This method is SLOW for large offset! :param string nam...	[ "def", "zrrange", "(", "self", ",", "name", ",", "offset", ",", "limit", ")", ":", "offset", "=", "get_nonnegative_integer", "(", "'offset'", ",", "offset", ")", "limit", "=", "get_positive_integer", "(", "'limit'", ",", "limit", ")", "return", "self", "."...	41.791667	0.008772
def get_device_state(self): """ returns the full device state """ log.debug("getting device state...") cmd, url = DEVICE_URLS["get_device_state"] return self._exec(cmd, url)	[ "def", "get_device_state", "(", "self", ")", ":", "log", ".", "debug", "(", "\"getting device state...\"", ")", "cmd", ",", "url", "=", "DEVICE_URLS", "[", "\"get_device_state\"", "]", "return", "self", ".", "_exec", "(", "cmd", ",", "url", ")" ]	30.714286	0.00905
def dragData(self, key=None, default=None): """ Returns the drag data associated with this data set. This will be used when the user attempts to drag & drop a data set from the chart somewhere. If no key is supplied, then the full data dictionary is returned. ...	[ "def", "dragData", "(", "self", ",", "key", "=", "None", ",", "default", "=", "None", ")", ":", "if", "key", "is", "None", ":", "return", "self", ".", "_dragData", "return", "self", ".", "_dragData", ".", "get", "(", "nativestring", "(", "key", ")", ...	38.0625	0.009615
def log(self, key, val, step_num): """Directly log a scalar value to the event file. :param string key: a name for the value :param val: a float :param step_num: the iteration number at which this value was logged """ try: ph, summ = self.summaries[key] ...	[ "def", "log", "(", "self", ",", "key", ",", "val", ",", "step_num", ")", ":", "try", ":", "ph", ",", "summ", "=", "self", ".", "summaries", "[", "key", "]", "except", "KeyError", ":", "# if we haven't defined a variable for this key, define one", "with", "se...	38.473684	0.00267
def wrap(msg, indent, indent_first=True): """ Helper function that wraps msg to 120-chars page width. All lines (except maybe 1st) will be prefixed with string {indent}. First line is prefixed only if {indent_first} is True. :param msg: string to indent :param indent: string that will be used fo...	[ "def", "wrap", "(", "msg", ",", "indent", ",", "indent_first", "=", "True", ")", ":", "wrapper", ".", "width", "=", "120", "wrapper", ".", "initial_indent", "=", "indent", "wrapper", ".", "subsequent_indent", "=", "indent", "msg", "=", "wrapper", ".", "f...	46.538462	0.004862
def get_newest_possible_languagetool_version(): """Return newest compatible version. >>> version = get_newest_possible_languagetool_version() >>> version in [JAVA_6_COMPATIBLE_VERSION, LATEST_VERSION] True """ java_path = find_executable('java') if not java_path: # Just ignore this...	[ "def", "get_newest_possible_languagetool_version", "(", ")", ":", "java_path", "=", "find_executable", "(", "'java'", ")", "if", "not", "java_path", ":", "# Just ignore this and assume an old version of Java. It might not be", "# found because of a PATHEXT-related issue", "# (https...	38.864865	0.000678
def elliconstraint(self, x, cfac=1e8, tough=True, cond=1e6): """ellipsoid test objective function with "constraints" """ N = len(x) f = sum(cond*(np.arange(N)[-1::-1] / (N - 1)) x*2) cvals = (x[0] + 1, x[0] + 1 + 100 x[1], x[0] + 1 - 100 * x[1]) ...	[ "def", "elliconstraint", "(", "self", ",", "x", ",", "cfac", "=", "1e8", ",", "tough", "=", "True", ",", "cond", "=", "1e6", ")", ":", "N", "=", "len", "(", "x", ")", "f", "=", "sum", "(", "cond", "**", "(", "np", ".", "arange", "(", "N", "...	39.416667	0.004132
def get_magnet(self, detailed=True): """Returns torrent magnet link, consisting of BTIH (BitTorrent Info Hash) URN anr optional other information. :param bool\|list\|tuple\|set detailed: For boolean - whether additional info (such as trackers) should be included. For iterab...	[ "def", "get_magnet", "(", "self", ",", "detailed", "=", "True", ")", ":", "result", "=", "'magnet:?xt=urn:btih:'", "+", "self", ".", "info_hash", "def", "add_tr", "(", ")", ":", "urls", "=", "self", ".", "announce_urls", "if", "not", "urls", ":", "return...	28.037736	0.002601
def _get_all_files(filename_regex, path, base_dir, excluded_paths=None, excluded_filename_regex=None): """Get all files for processing. This starts iterating from `base_dir` and checks for all files that look like `filename_regex` ...	[ "def", "_get_all_files", "(", "filename_regex", ",", "path", ",", "base_dir", ",", "excluded_paths", "=", "None", ",", "excluded_filename_regex", "=", "None", ")", ":", "# For windows", "def", "replace_backslashes", "(", "string", ")", ":", "return", "string", "...	40.3125	0.000505
def _remove_whitespace_nodes(self, node, unlink=True): """ 删除空白无用节点 """ remove_list = [] for child in node.childNodes: if child.nodeType == Node.TEXT_NODE and not child.data.strip(): remove_list.append(child) elif child.hasChildNodes(): ...	[ "def", "_remove_whitespace_nodes", "(", "self", ",", "node", ",", "unlink", "=", "True", ")", ":", "remove_list", "=", "[", "]", "for", "child", "in", "node", ".", "childNodes", ":", "if", "child", ".", "nodeType", "==", "Node", ".", "TEXT_NODE", "and", ...	35.428571	0.003929
def expand_paths(path): """When given a path with brackets, expands it to return all permutations of the path with expanded brackets, similar to ant. >>> expand_paths('../{a,b}/{c,d}') ['../a/c', '../a/d', '../b/c', '../b/d'] >>> expand_paths('../{a,b}/{a,b}.py') ['../a/a.py', '....	[ "def", "expand_paths", "(", "path", ")", ":", "pr", "=", "itertools", ".", "product", "parts", "=", "MAGIC_BRACKETS", ".", "findall", "(", "path", ")", "if", "not", "path", ":", "return", "if", "not", "parts", ":", "return", "[", "path", "]", "permutat...	33.64	0.002312
def change_max_svc_check_attempts(self, service, check_attempts): """Modify max service check attempt Format of the line that triggers function call:: CHANGE_MAX_SVC_CHECK_ATTEMPTS;<host_name>;<service_description>;<check_attempts> :param service: service to edit :type service:...	[ "def", "change_max_svc_check_attempts", "(", "self", ",", "service", ",", "check_attempts", ")", ":", "service", ".", "modified_attributes", "\|=", "DICT_MODATTR", "[", "\"MODATTR_MAX_CHECK_ATTEMPTS\"", "]", ".", "value", "service", ".", "max_check_attempts", "=", "che...	47.352941	0.004872
def get_vm(self, name, path=""): """Get a VirtualMachine object""" if path: return self.get_obj([vim.VirtualMachine], name, path=path) else: return self.get_obj([vim.VirtualMachine], name)	[ "def", "get_vm", "(", "self", ",", "name", ",", "path", "=", "\"\"", ")", ":", "if", "path", ":", "return", "self", ".", "get_obj", "(", "[", "vim", ".", "VirtualMachine", "]", ",", "name", ",", "path", "=", "path", ")", "else", ":", "return", "s...	38.5	0.008475
def CrearRemito(self, tipo_comprobante, punto_emision, tipo_movimiento, categoria_emisor, cuit_titular_mercaderia, cod_dom_origen, tipo_receptor, categoria_receptor=None, cuit_receptor=None, cuit_depositario=None, cod_dom_destino=None, cod_rem_redestinar=None, cod_remito=None, es...	[ "def", "CrearRemito", "(", "self", ",", "tipo_comprobante", ",", "punto_emision", ",", "tipo_movimiento", ",", "categoria_emisor", ",", "cuit_titular_mercaderia", ",", "cod_dom_origen", ",", "tipo_receptor", ",", "categoria_receptor", "=", "None", ",", "cuit_receptor", ...	82.571429	0.011976
def mkstemp(suffix="", prefix=template, dir=None, text=False): """User-callable function to create and return a unique temporary file. The return value is a pair (fd, name) where fd is the file descriptor returned by os.open, and name is the filename. If 'suffix' is specified, the file name will end w...	[ "def", "mkstemp", "(", "suffix", "=", "\"\"", ",", "prefix", "=", "template", ",", "dir", "=", "None", ",", "text", "=", "False", ")", ":", "if", "dir", "is", "None", ":", "dir", "=", "gettempdir", "(", ")", "if", "text", ":", "flags", "=", "_tex...	36.914286	0.000754
def initialize(self): """ Load the view on first load could also load based on session, group, etc.. """ if self.__class__.view: self.view.handler = self self.view.request = self.request return #: Load the View class from the dotted view name...	[ "def", "initialize", "(", "self", ")", ":", "if", "self", ".", "__class__", ".", "view", ":", "self", ".", "view", ".", "handler", "=", "self", "self", ".", "view", ".", "request", "=", "self", ".", "request", "return", "#: Load the View class from the dot...	31.388889	0.010309
def list_records_for_project(id=None, name=None, page_size=200, page_index=0, sort="", q=""): """ List all BuildRecords for a given Project """ data = list_records_for_project_raw(id, name, page_size, page_index, sort, q) if data: return utils.format_json_list(data)	[ "def", "list_records_for_project", "(", "id", "=", "None", ",", "name", "=", "None", ",", "page_size", "=", "200", ",", "page_index", "=", "0", ",", "sort", "=", "\"\"", ",", "q", "=", "\"\"", ")", ":", "data", "=", "list_records_for_project_raw", "(", ...	41.142857	0.010204
def to_wea(self, file_path, hoys=None): """Write an wea file from the epw file. WEA carries radiation values from epw. Gendaymtx uses these values to generate the sky. For an annual analysis it is identical to using epw2wea. args: file_path: Full file path for output file. ...	[ "def", "to_wea", "(", "self", ",", "file_path", ",", "hoys", "=", "None", ")", ":", "hoys", "=", "hoys", "or", "xrange", "(", "len", "(", "self", ".", "direct_normal_radiation", ".", "datetimes", ")", ")", "if", "not", "file_path", ".", "lower", "(", ...	33.675	0.002165
def _dist_wrapper(): """Add temporary distribution build files (and then clean up).""" try: # Copy select .rst files to .txt for build. for rst_file, txt_file in zip(SDIST_RST_FILES, SDIST_TXT_FILES): local("cp %s %s" % (rst_file, txt_file)) # Perform action. yield...	[ "def", "_dist_wrapper", "(", ")", ":", "try", ":", "# Copy select .rst files to .txt for build.", "for", "rst_file", ",", "txt_file", "in", "zip", "(", "SDIST_RST_FILES", ",", "SDIST_TXT_FILES", ")", ":", "local", "(", "\"cp %s %s\"", "%", "(", "rst_file", ",", ...	35	0.002141
def SendVersion(self): """Send our client version.""" m = Message("version", VersionPayload(settings.NODE_PORT, self.remote_nodeid, settings.VERSION_NAME)) self.SendSerializedMessage(m)	[ "def", "SendVersion", "(", "self", ")", ":", "m", "=", "Message", "(", "\"version\"", ",", "VersionPayload", "(", "settings", ".", "NODE_PORT", ",", "self", ".", "remote_nodeid", ",", "settings", ".", "VERSION_NAME", ")", ")", "self", ".", "SendSerializedMes...	51.5	0.014354
def tail(conn, stack_name, log_func=_tail_print, sleep_time=5, include_initial=True): """Show and then tail the event log""" # First dump the full list of events in chronological order and keep # track of the events we've seen already seen = set() initial_events = get_events(conn, stack_nam...	[ "def", "tail", "(", "conn", ",", "stack_name", ",", "log_func", "=", "_tail_print", ",", "sleep_time", "=", "5", ",", "include_initial", "=", "True", ")", ":", "# First dump the full list of events in chronological order and keep", "# track of the events we've seen already"...	34.4	0.001414
def handle(self, args, *options): """ Renders the output by piecing together a few methods that do the dirty work. """ # AWS SES connection, which can be re-used for each query needed. conn = get_boto_ses_connection() self._print_quota(conn) self._print_...	[ "def", "handle", "(", "self", ",", "", "args", ",", "", "*", "options", ")", ":", "# AWS SES connection, which can be re-used for each query needed.", "conn", "=", "get_boto_ses_connection", "(", ")", "self", ".", "_print_quota", "(", "conn", ")", "self", ".", ...	36.555556	0.005935
def mark_backward(output_tensor, used_node_names): """Function to propagate backwards in the graph and mark nodes as used. Traverses recursively through the graph from the end tensor, through the op that generates the tensor, and then to the input tensors that feed the op. Nodes encountered are stored in used_...	[ "def", "mark_backward", "(", "output_tensor", ",", "used_node_names", ")", ":", "op", "=", "output_tensor", ".", "op", "if", "op", ".", "name", "in", "used_node_names", ":", "return", "used_node_names", ".", "add", "(", "op", ".", "name", ")", "for", "inpu...	38.818182	0.010286
def hardlink(source, link_name): """ Create a hardlink in a portable way The code for Windows support is adapted from: https://github.com/sunshowers/ntfs/blob/master/ntfsutils/hardlink.py """ if sys.version_info < (3,) and platform.system() == 'Windows': # pragma: no cover import ctype...	[ "def", "hardlink", "(", "source", ",", "link_name", ")", ":", "if", "sys", ".", "version_info", "<", "(", "3", ",", ")", "and", "platform", ".", "system", "(", ")", "==", "'Windows'", ":", "# pragma: no cover", "import", "ctypes", "create_hard_link", "=", ...	44.966667	0.00508
def _format_task_uri(fmt, job_metadata, task_metadata): """Returns a URI with placeholders replaced by metadata values.""" values = { 'job-id': None, 'task-id': 'task', 'job-name': None, 'user-id': None, 'task-attempt': None } for key in values: values[key] = task_metadata.get...	[ "def", "_format_task_uri", "(", "fmt", ",", "job_metadata", ",", "task_metadata", ")", ":", "values", "=", "{", "'job-id'", ":", "None", ",", "'task-id'", ":", "'task'", ",", "'job-name'", ":", "None", ",", "'user-id'", ":", "None", ",", "'task-attempt'", ...	27.357143	0.015152
def from_row_wise_lists(self, lol, header_rows=0, transpose=False, names=None): """Create column-wise Columns object from a row-wise table (list of lists). Useful for reading a CSV file.""" #print '-'*10 #super(Columns, self).__init__() self.clear() #print(list(self)) ...	[ "def", "from_row_wise_lists", "(", "self", ",", "lol", ",", "header_rows", "=", "0", ",", "transpose", "=", "False", ",", "names", "=", "None", ")", ":", "#print '-'*10", "#super(Columns, self).__init__()", "self", ".", "clear", "(", ")", "#print(list(self))", ...	36.205128	0.012414
def _load_arg_defaults(kwargs): """Inject default arguments for load functions.""" if current_app: kwargs.setdefault('cls', current_app.json_decoder) else: kwargs.setdefault('cls', JSONDecoder)	[ "def", "_load_arg_defaults", "(", "kwargs", ")", ":", "if", "current_app", ":", "kwargs", ".", "setdefault", "(", "'cls'", ",", "current_app", ".", "json_decoder", ")", "else", ":", "kwargs", ".", "setdefault", "(", "'cls'", ",", "JSONDecoder", ")" ]	36	0.004525
def ssh_sa_ssh_server_standby_enable(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") ssh_sa = ET.SubElement(config, "ssh-sa", xmlns="urn:brocade.com:mgmt:brocade-sec-services") ssh = ET.SubElement(ssh_sa, "ssh") server = ET.SubElement(ssh, "serve...	[ "def", "ssh_sa_ssh_server_standby_enable", "(", "self", ",", "", "", "kwargs", ")", ":", "config", "=", "ET", ".", "Element", "(", "\"config\"", ")", "ssh_sa", "=", "ET", ".", "SubElement", "(", "config", ",", "\"ssh-sa\"", ",", "xmlns", "=", "\"urn:broc...	42	0.005825
def _get_reference(self): """ Sets up references to important components. A reference is typically an index or a list of indices that point to the corresponding elements in a flatten array, which is how MuJoCo stores physical simulation data. """ super()._get_reference() ...	[ "def", "_get_reference", "(", "self", ")", ":", "super", "(", ")", ".", "_get_reference", "(", ")", "self", ".", "cube_body_id", "=", "self", ".", "sim", ".", "model", ".", "body_name2id", "(", "\"cube\"", ")", "self", ".", "l_finger_geom_ids", "=", "[",...	46	0.007102
def can_use_process_cache(self, use_cache): """Returns True if the process cache can be used :param bool use_cache: Override the logic to force non-cached values :rtype: bool """ return (use_cache and self._active_cache and self._active_cache[0] ...	[ "def", "can_use_process_cache", "(", "self", ",", "use_cache", ")", ":", "return", "(", "use_cache", "and", "self", ".", "_active_cache", "and", "self", ".", "_active_cache", "[", "0", "]", ">", "(", "time", ".", "time", "(", ")", "-", "self", ".", "po...	34.8	0.005602
def reshape_1d(df): """If parameter is 1D row vector then convert it into 2D matrix.""" shape = df.shape if len(shape) == 1: return df.reshape(shape[0], 1) else: return df	[ "def", "reshape_1d", "(", "df", ")", ":", "shape", "=", "df", ".", "shape", "if", "len", "(", "shape", ")", "==", "1", ":", "return", "df", ".", "reshape", "(", "shape", "[", "0", "]", ",", "1", ")", "else", ":", "return", "df" ]	28.142857	0.004926
def str2unixtime(ts, fmt='%Y-%m-%d %H:%M:%S'): """ 将固定格式的字符串转换成对应的时间戳到秒级别 - 使用: >>> str2unixtime('2016-01-01 01:01:01') 1451581261 :param ts: :type ts: :param fmt: :type fmt: :return: :rtype: """ t = time.strptime(ts, fmt) return int(time.mktime(t))	[ "def", "str2unixtime", "(", "ts", ",", "fmt", "=", "'%Y-%m-%d %H:%M:%S'", ")", ":", "t", "=", "time", ".", "strptime", "(", "ts", ",", "fmt", ")", "return", "int", "(", "time", ".", "mktime", "(", "t", ")", ")" ]	16.388889	0.003205
def calculate_piece_size(self): """ Calculate and add ``piece length`` to ``info`` in :attr:`metainfo` The piece size is calculated so that there are no more than :attr:`MAX_PIECES` pieces unless it is larger than :attr:`MAX_PIECE_SIZE`, in which case there is no limit on the nu...	[ "def", "calculate_piece_size", "(", "self", ")", ":", "size", "=", "self", ".", "size", "if", "not", "size", ":", "raise", "RuntimeError", "(", "f'Cannot calculate piece size with no \"path\" specified'", ")", "else", ":", "self", ".", "metainfo", "[", "'info'", ...	41.588235	0.006916
def info(ctx): """ Display status of PIV application. """ controller = ctx.obj['controller'] click.echo('PIV version: %d.%d.%d' % controller.version) # Largest possible number of PIN tries to get back is 15 tries = controller.get_pin_tries() tries = '15 or more.' if tries == 15 else tri...	[ "def", "info", "(", "ctx", ")", ":", "controller", "=", "ctx", ".", "obj", "[", "'controller'", "]", "click", ".", "echo", "(", "'PIV version: %d.%d.%d'", "%", "controller", ".", "version", ")", "# Largest possible number of PIN tries to get back is 15", "tries", ...	40.253521	0.001708
def _model_columns(ins): """ Get columns info :type ins: sqlalchemy.orm.mapper.Mapper :rtype: list[SaColumnDoc] """ columns = [] for c in ins.column_attrs: # Skip protected if c.key.startswith('_'): continue # Collect columns.append(SaColumnDoc( ...	[ "def", "_model_columns", "(", "ins", ")", ":", "columns", "=", "[", "]", "for", "c", "in", "ins", ".", "column_attrs", ":", "# Skip protected", "if", "c", ".", "key", ".", "startswith", "(", "'_'", ")", ":", "continue", "# Collect", "columns", ".", "ap...	25.05	0.003846
def list_pkgs(packages, *kwargs): ''' List the packages currently installed in a dict:: {'<package_name>': '<version>'} External dependencies:: Virtual package resolution requires aptitude. Because this function uses dpkg, virtual packages will be reported as not installed. ...	[ "def", "list_pkgs", "(", "", "packages", ",", "", "*", "kwargs", ")", ":", "pkgs", "=", "{", "}", "cmd", "=", "'dpkg -l {0}'", ".", "format", "(", "' '", ".", "join", "(", "packages", ")", ")", "out", "=", "__salt__", "[", "'cmd.run_all'", "]", "...	25.84375	0.001166
def fix_e731(self, result): """Fix do not assign a lambda expression check.""" (line_index, _, target) = get_index_offset_contents(result, self.source) match = LAMBDA_REGEX.search(target) if match: end = match.end() ...	[ "def", "fix_e731", "(", "self", ",", "result", ")", ":", "(", "line_index", ",", "_", ",", "target", ")", "=", "get_index_offset_contents", "(", "result", ",", "self", ".", "source", ")", "match", "=", "LAMBDA_REGEX", ".", "search", "(", "target", ")", ...	49.4	0.003976
def generic_document_type_formatter(view, context, model, name): """Return AdminLog.document field wrapped in URL to its list view.""" _document_model = model.get('document').document_type url = _document_model.get_admin_list_url() return Markup('<a href="%s">%s</a>' % (url, _document_model.__name__))	[ "def", "generic_document_type_formatter", "(", "view", ",", "context", ",", "model", ",", "name", ")", ":", "_document_model", "=", "model", ".", "get", "(", "'document'", ")", ".", "document_type", "url", "=", "_document_model", ".", "get_admin_list_url", "(", ...	62.8	0.003145
def _try_coerce_result(self, result): """ reverse of try_coerce_args """ if isinstance(result, np.ndarray): if result.dtype.kind in ['i', 'f']: result = result.astype('M8[ns]') elif isinstance(result, (np.integer, np.float, np.datetime64)): result = self....	[ "def", "_try_coerce_result", "(", "self", ",", "result", ")", ":", "if", "isinstance", "(", "result", ",", "np", ".", "ndarray", ")", ":", "if", "result", ".", "dtype", ".", "kind", "in", "[", "'i'", ",", "'f'", "]", ":", "result", "=", "result", "...	38.368421	0.002677
def visit_Starred(self, node): """ Python 3 """ position = (node.value.first_line, node.value.first_col + 1) r_set_pos(node, self.operators[''].find_previous(position)) last = node.value node.last_line, node.last_col = last.last_line, last.last_col node.op_pos = [ ...	[ "def", "visit_Starred", "(", "self", ",", "node", ")", ":", "position", "=", "(", "node", ".", "value", ".", "first_line", ",", "node", ".", "value", ".", "first_col", "+", "1", ")", "r_set_pos", "(", "node", ",", "*", "self", ".", "operators", "[", ...	41.777778	0.005208
def set_section( self, section_name ): """set current section during parsing""" if not self.sections.has_key( section_name ): section = DocSection( section_name ) self.sections[section_name] = section self.section = section else: se...	[ "def", "set_section", "(", "self", ",", "section_name", ")", ":", "if", "not", "self", ".", "sections", ".", "has_key", "(", "section_name", ")", ":", "section", "=", "DocSection", "(", "section_name", ")", "self", ".", "sections", "[", "section_name", "]"...	44.125	0.030556
def show_network(self): """! @brief Shows structure of the network: neurons and connections between them. """ dimension = len(self.__location[0]) if (dimension != 3) and (dimension != 2): raise NameError('Network that is located in different ...	[ "def", "show_network", "(", "self", ")", ":", "dimension", "=", "len", "(", "self", ".", "__location", "[", "0", "]", ")", "if", "(", "dimension", "!=", "3", ")", "and", "(", "dimension", "!=", "2", ")", ":", "raise", "NameError", "(", "'Network that...	53.392857	0.015112
def plot_spectra_pages_pdf(ss, pdf_filename='pages.pdf', setup=_default_setup): """ Plots spectra into a PDF file, one spectrum per page. Splits into several pieces of width Args: ss: list of Spectrum objects pdf_filename: name of output file """ logger = a99.get_python_logger() ...	[ "def", "plot_spectra_pages_pdf", "(", "ss", ",", "pdf_filename", "=", "'pages.pdf'", ",", "setup", "=", "_default_setup", ")", ":", "logger", "=", "a99", ".", "get_python_logger", "(", ")", "xmin", ",", "xmax", ",", "ymin_", ",", "ymax", ",", "xspan", ",",...	38.558824	0.002232

def table_to_ligolw(table, tablename): """Convert a `astropy.table.Table` to a :class:`ligo.lw.table.Table` """ from ligo.lw import lsctables # create new LIGO_LW table columns = table.columns.keys() cls = lsctables.TableByName[tablename] llwcolumns = list(columns) for col, llwcols in _...

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def rot(self, t=0., transposed=False): """2D Rotation matrix for non-zero pa or pattern speed to goto the aligned coordinates """ rotmat = np.array( [[np.cos(self._pa+self._omegab*t),np.sin(self._pa+self._omegab*t)], [-np.sin(self._pa+self._omegab*t),np.cos(se...

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def import_jwks(self, jwks, issuer): """ Imports all the keys that are represented in a JWKS :param jwks: Dictionary representation of a JWKS :param issuer: Who 'owns' the JWKS """ try: _keys = jwks["keys"] except KeyError: raise ValueErro...

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def calc_move(self, c): """ calculate the amount of damage down using the battle.rules file WARNING - shitty eval functions - careful with user input. TODO = max_hit = parser.parse(self.rules['hit_max']).to_pyfunc() """ # first get local variables the same as bat...

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def _load_ssh(self, tag): """Loads the SSH configuration into the vardict.""" for child in tag: if child.tag == "server": self._vardict["server"] = child.attrib elif child.tag == "codes": self._load_codes(child, True) elif child.tag == ...

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def get_intrusion_data(self, Pc=None): r""" Obtain the numerical values of the calculated intrusion curve Returns ------- A named-tuple containing arrays of applied capillary pressures and invading phase saturation. """ net = self.project.network ...

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def fetch(self, ui_version=values.unset): """ Fetch a ConfigurationInstance :param unicode ui_version: Pinned UI version :returns: Fetched ConfigurationInstance :rtype: twilio.rest.flex_api.v1.configuration.ConfigurationInstance """ params = values.of({'UiVersio...

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def broadcast_transaction(hex_tx, blockchain_client): """ Dispatch a raw transaction to the network. """ if isinstance(blockchain_client, BitcoindClient): bitcoind = blockchain_client.bitcoind elif isinstance(blockchain_client, AuthServiceProxy): bitcoind = blockchain_client else: ...

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def _merge_args_opts(args_opts_dict, **kwargs): """Merge options with their corresponding arguments. Iterates over the dictionary holding arguments (keys) and options (values). Merges each options string with its corresponding argument. :param dict args_opts_dict: a dictionary of arguments and options...

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def snake_case_methods(cls, debug=False): """ A class decorator adding snake_case methods that alias capitalized ROOT methods. cls must subclass a ROOT class and define the _ROOT class variable. """ if not CONVERT_SNAKE_CASE: return cls # get the ROOT base class root_base = cls._...

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def get_project(self, project_key): """Retrieve an existing project This method retrieves metadata about an existing project :param project_key: Project identifier, in the form of owner/id :type project_key: str :returns: Project definition, with all attributes :rtype: ...

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def sort(self, sortlist, name='', limit=0, offset=0, style='Python'): """Sort the table and return the result as a reference table. This method sorts the table. It forms a `TaQL <../../doc/199.html>`_ command from the given arguments and executes it using the :func:...

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def get_matches(self, text, cache=None, conflict_resolver=resolve_using_maximal_coverage): """Get the matches of the symbol on given text.""" is_root_node = False if cache is None: cache = {} is_root_node = True if id(self) in cache: return cache[id(se...

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def _apply_best_spans_to_primaries(self): """ Apply best spans. Given the best span, interpolate to compute the best smoothed value at each observation. """ self.smooth_result = [] for xi, best_span in enumerate(self._smoothed_best_spans.smooth_result): ...

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def AddEventSource(self, event_source): """Adds an event source. Args: event_source (EventSource): event source. Raises: IOError: when the storage file is closed or read-only. OSError: when the storage file is closed or read-only. """ self._RaiseIfNotWritable() self._AddAttr...

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def question_field(self, move_x, move_y): """Question a grid by given position.""" field_status = self.info_map[move_y, move_x] # a questioned or undiscovered field if field_status != 10 and (field_status == 9 or field_status == 11): self.info_map[move_y, move_x] = 10

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def stop_actor(self, aid): ''' This method removes one actor from the Host, stoping it and deleting all its references. :param str. aid: identifier of the actor you want to stop. ''' url = '%s://%s/%s' % (self.transport, self.host_url.netloc, aid) if url != self....

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def install(self): ''' Use pip to install the requirements file. ''' remote_path = os.path.join(self.venv, 'requirements.txt') put(self.requirements, remote_path) run('{pip} install -r {requirements}'.format( pip=self.pip(), requirements=remote_path))

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def query(options, collection_name, num_to_skip, num_to_return, query, field_selector=None): """Get a **query** message. """ data = struct.pack("<I", options) data += bson._make_c_string(collection_name) data += struct.pack("<i", num_to_skip) data += struct.pack("<i", num_to_return) ...

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def error(self, interface_id, errorcode, msg): """When some error occurs the CCU / Homegear will send it's error message here""" LOG.debug("RPCFunctions.error: interface_id = %s, errorcode = %i, message = %s" % ( interface_id, int(errorcode), str(msg))) if self.systemcallback: ...

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def matrix_check(table): """ Check input matrix format. :param table: input matrix :type table : dict :return: bool """ try: if len(table.keys()) == 0: return False for i in table.keys(): if table.keys() != table[i].keys() or vector_check( ...

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def create_file(self, path, fp, force=False, update=False): """Store a new file at `path` in this storage. The contents of the file descriptor `fp` (opened in 'rb' mode) will be uploaded to `path` which is the full path at which to store the file. To force overwrite of an exist...

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async def set_windows_kms_host(cls, host: typing.Optional[str]): """See `get_windows_kms_host`.""" await cls.set_config("windows_kms_host", "" if host is None else host)

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def default_classification_value_maps(classification): """Helper to get default value maps from classification. :param classification: Classification definition. :type classification: dict :returns: Dictionary with key = the class key and value = default strings. :rtype: dict """ value_map...

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def fs_dirty_attachments(self): """ returns a list of absolute paths to the attachements""" if exists(self.fs_attachment_container): return [join(self.fs_attachment_container, attachment) for attachment in listdir(self.fs_attachment_container)] else: r...

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def create(gandi, email, quota, fallback, alias, password): """Create a mailbox.""" login, domain = email options = {} if not password: password = click.prompt('password', hide_input=True, confirmation_prompt=True) options['password'] = password if quota ...

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def get_model(name, **kwargs): """Returns a pre-defined model by name Parameters ---------- name : str Name of the model. pretrained : bool Whether to load the pretrained weights for model. classes : int Number of classes for the output layer. ctx : Context, default ...

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def delete_organization(db, organization): """Remove an organization from the registry. This function removes the given organization from the registry. Related information such as domains or enrollments are also removed. It checks first whether the organization is already on the registry. When it i...

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def find_working_password(self, usernames=None, host_strings=None): """ Returns the first working combination of username and password for the current host. """ r = self.local_renderer if host_strings is None: host_strings = [] if not host_strings: ...

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def calculate_potential(self, t=None, t_max=100, plot_optimal_t=False, ax=None): """Calculates the diffusion potential Parameters ---------- t : int power to which the diffusion operator is powered sets the level of diffusion ...

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def tolist(x): """ convenience function that takes in a nested structure of lists and dictionaries and converts everything to its base objects. This is useful for dupming a file to yaml. (a) numpy arrays into python lists >>> type(tolist(np.asarray(123))) == int ...

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def rparents(self, level=-1, intermediate=True): """Create a recursive list of children. Note that the :param:`intermediate` can be used to include every parents to the returned list, not only the most nested ones. Parameters: level (int): The depth level to continue fetchi...

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def progress_bar_wrapper(iterable, **kwargs): ''' Wrapper that applies tqdm progress bar conditional on config settings. ''' return tqdm(iterable, **kwargs) if (config.get_option('progress_bar') and not isinstance(iterable, tqdm)) else iterable

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def area(self, x=None, y=None, **kwds): """ Draw a stacked area plot. An area plot displays quantitative data visually. This function wraps the matplotlib area function. Parameters ---------- x : label or position, optional Coordinates for the X axis...

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def EnableNetworkInterfaces( self, interfaces, logger, dhclient_script=None): """Enable the list of network interfaces. Args: interfaces: list of string, the output device names to enable. logger: logger object, used to write to SysLog and serial port. dhclient_script: string, the path ...

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async def async_set_switch_state( self, switch_number: SwitchNumber, state: bool) -> None: """ Turn a switch on or off. :param switch_number: the switch to be set. :param state: True to turn on, False to turn off. """ await self._protocol.async_execute( ...

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def smart_insert(engine, table, data, minimal_size=5): """ An optimized Insert strategy. Guarantee successful and highest insertion speed. But ATOMIC WRITE IS NOT ENSURED IF THE PROGRAM IS INTERRUPTED. **中文文档** 在Insert中, 如果已经预知不会出现IntegrityError, 那么使用Bulk Insert的速度要远远快于逐条Insert。而如果无法预知, 那么我们采...

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def parse_args(): """Arg parser. """ parser = get_parser() if len(sys.argv) < 2: parser.print_help() logging.warning('Too few arguments!') parser.exit(1) # parsing try: params = parser.parse_args() except Exception as exc: print(exc) raise ...

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def state_destruction(self, model, prop_name, info): """ Close state editor when state is being destructed """ import rafcon.gui.singleton as gui_singletons states_editor_ctrl = gui_singletons.main_window_controller.get_controller('states_editor_ctrl') state_identifier = states_editor_ct...

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def singleCalc(self, m={'Al2O3': 13.01, 'Alpha': 0.6, 'Ba': 188.0, 'Be': 0.85, 'CaO': 8.35, 'Ce': 28.2, 'Co': 45.2, 'Cr': 117.0, 'Cs': 0.83, 'Cu': 53.5, 'Dy': 5.58, 'Er': 2.96, 'Eu': 1.79, 'Fe2O3': 14.47, 'FeO': 5.51, 'Ga': 19.4, 'Gd': 5.24, 'Hf': 3.38, 'Ho...

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def lookup(self, mbid, include=()): """ Lookup an entity directly from a specified :term:`MBID`\ . """ if include: for included in include: if included not in self.available_includes: raise ValueError( "{0!r} is no...

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def get_property_dict(entity_proto): """Convert datastore.Entity to a dict of property name -> datastore.Value. Args: entity_proto: datastore.Entity proto message. Usage: >>> get_property_dict(entity_proto) {'foo': {string_value='a'}, 'bar': {integer_value=2}} Returns: dict of entity properti...

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def ConvertSupportedOSToConditions(src_object): """Turn supported_os into a condition.""" if src_object.supported_os: conditions = " OR ".join("os == '%s'" % o for o in src_object.supported_os) return conditions

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def decode_aes256_cbc_base64(data, encryption_key): """Decrypts base64 encoded AES-256 CBC bytes.""" if not data: return b'' else: # LastPass AES-256/CBC/base64 encryted string starts with an "!". # Next 24 bytes are the base64 encoded IV for the cipher. # Then comes the "|"....

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def embed_batch(self, batch: List[List[str]]) -> List[numpy.ndarray]: """ Computes the ELMo embeddings for a batch of tokenized sentences. Please note that ELMo has internal state and will give different results for the same input. See the comment under the class definition. Pa...

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def hashVariant(cls, gaVariant): """ Produces an MD5 hash of the ga variant object to distinguish it from other variants at the same genomic coordinate. """ hash_str = gaVariant.reference_bases + \ str(tuple(gaVariant.alternate_bases)) return hashlib.md5(hash_...

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def revoke_admin_privileges(name, **client_args): ''' Revoke cluster administration privileges from a user. name Name of the user from whom admin privileges will be revoked. CLI Example: .. code-block:: bash salt '*' influxdb.revoke_admin_privileges <name> ''' client = _c...

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async def get_user(self, user_id, page_id): """ Query a user from the API and return its JSON """ access_token = self._access_token(page_id=page_id) params = { 'fields': 'first_name,last_name,profile_pic,locale,timezone' ',gender', ...

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def _initialize_kvstore(kvstore, param_arrays, arg_params, param_names, update_on_kvstore): """Initialize kvstore""" for idx, param_on_devs in enumerate(param_arrays): name = param_names[idx] kvstore.init(name, arg_params[name]) if update_on_kvstore: kvstore.pull(name, param...

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def predict(self, X): """ Predictions with the model. Returns posterior means and standard deviations at X. """ X = np.atleast_2d(X) m = np.empty(shape=(0,1)) s = np.empty(shape=(0,1)) for k in range(X.shape[0]): preds = [] for pred in sel...

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def app_add_developers(app_name_or_id, alias=None, input_params={}, always_retry=True, **kwargs): """ Invokes the /app-xxxx/addDevelopers API method. For more info, see: https://wiki.dnanexus.com/API-Specification-v1.0.0/Apps#API-method:-/app-xxxx%5B/yyyy%5D/addDevelopers """ fully_qualified_versio...

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def replace_discount_promotion_by_id(cls, discount_promotion_id, discount_promotion, **kwargs): """Replace DiscountPromotion Replace all attributes of DiscountPromotion This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True ...

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def GetInput(self): """Yield client urns.""" client_list = GetAllClients(token=self.token) logging.debug("Got %d clients", len(client_list)) for client_group in collection.Batch(client_list, self.client_chunksize): for fd in aff4.FACTORY.MultiOpen( client_group, mode="r", ...

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def init(self): """Extract some info from chunks""" for type_, data in self.chunks: if type_ == "IHDR": self.hdr = data elif type_ == "IEND": self.end = data if self.hdr: # grab w, h info self.width, self.height = struct.unpack("!II", self.hdr[8:16])

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def cut(img, left, above, right, down): """ 从图像中复制出一个矩形选区 box = (100, 100, 400, 400) region = im.crop(box) 矩形选区有一个4元元组定义，分别表示左、上、右、下的坐标。这个库以左上角为坐标原点，单位是px，所以上诉代码复制了一个 300x300 pixels 的矩形选区 :param img: 加载到内存的图片 :param left: 左 :param above: 上 :param right: 右 :param down: 下 ...

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def mojo_predict_pandas(dataframe, mojo_zip_path, genmodel_jar_path=None, classpath=None, java_options=None, verbose=False): """ MOJO scoring function to take a Pandas frame and use MOJO model as zip file to score. :param dataframe: Pandas frame to score. :param mojo_zip_path: Path to MOJO zip download...

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def bounds(self): """The bounds of the random variable. Set `self.i=0.95` to return the 95% interval if this is used for setting bounds on optimizers/etc. where infinite bounds may not be useful. """ return [scipy.stats.gamma.interval(self.i, a, loc=0, scale=1.0 / b) for...

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def zrrange(self, name, offset, limit): """ Return a dict mapping key/score in a range of score from zset ``name`` between ``offset`` and ``offset+limit`` sorted in descending order. .. warning:: This method is SLOW for large offset! :param string nam...

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def get_device_state(self): """ returns the full device state """ log.debug("getting device state...") cmd, url = DEVICE_URLS["get_device_state"] return self._exec(cmd, url)

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def dragData(self, key=None, default=None): """ Returns the drag data associated with this data set. This will be used when the user attempts to drag & drop a data set from the chart somewhere. If no key is supplied, then the full data dictionary is returned. ...

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def log(self, key, val, step_num): """Directly log a scalar value to the event file. :param string key: a name for the value :param val: a float :param step_num: the iteration number at which this value was logged """ try: ph, summ = self.summaries[key] ...

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def wrap(msg, indent, indent_first=True): """ Helper function that wraps msg to 120-chars page width. All lines (except maybe 1st) will be prefixed with string {indent}. First line is prefixed only if {indent_first} is True. :param msg: string to indent :param indent: string that will be used fo...

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def get_newest_possible_languagetool_version(): """Return newest compatible version. >>> version = get_newest_possible_languagetool_version() >>> version in [JAVA_6_COMPATIBLE_VERSION, LATEST_VERSION] True """ java_path = find_executable('java') if not java_path: # Just ignore this...

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def elliconstraint(self, x, cfac=1e8, tough=True, cond=1e6): """ellipsoid test objective function with "constraints" """ N = len(x) f = sum(cond**(np.arange(N)[-1::-1] / (N - 1)) * x**2) cvals = (x[0] + 1, x[0] + 1 + 100 * x[1], x[0] + 1 - 100 * x[1]) ...

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def get_magnet(self, detailed=True): """Returns torrent magnet link, consisting of BTIH (BitTorrent Info Hash) URN anr optional other information. :param bool|list|tuple|set detailed: For boolean - whether additional info (such as trackers) should be included. For iterab...

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def _get_all_files(filename_regex, path, base_dir, excluded_paths=None, excluded_filename_regex=None): """Get all files for processing. This starts iterating from `base_dir` and checks for all files that look like `filename_regex` ...

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def _remove_whitespace_nodes(self, node, unlink=True): """ 删除空白无用节点 """ remove_list = [] for child in node.childNodes: if child.nodeType == Node.TEXT_NODE and not child.data.strip(): remove_list.append(child) elif child.hasChildNodes(): ...

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def expand_paths(path): """When given a path with brackets, expands it to return all permutations of the path with expanded brackets, similar to ant. >>> expand_paths('../{a,b}/{c,d}') ['../a/c', '../a/d', '../b/c', '../b/d'] >>> expand_paths('../{a,b}/{a,b}.py') ['../a/a.py', '....

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def change_max_svc_check_attempts(self, service, check_attempts): """Modify max service check attempt Format of the line that triggers function call:: CHANGE_MAX_SVC_CHECK_ATTEMPTS;<host_name>;<service_description>;<check_attempts> :param service: service to edit :type service:...

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def get_vm(self, name, path=""): """Get a VirtualMachine object""" if path: return self.get_obj([vim.VirtualMachine], name, path=path) else: return self.get_obj([vim.VirtualMachine], name)

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def CrearRemito(self, tipo_comprobante, punto_emision, tipo_movimiento, categoria_emisor, cuit_titular_mercaderia, cod_dom_origen, tipo_receptor, categoria_receptor=None, cuit_receptor=None, cuit_depositario=None, cod_dom_destino=None, cod_rem_redestinar=None, cod_remito=None, es...

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def mkstemp(suffix="", prefix=template, dir=None, text=False): """User-callable function to create and return a unique temporary file. The return value is a pair (fd, name) where fd is the file descriptor returned by os.open, and name is the filename. If 'suffix' is specified, the file name will end w...

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def initialize(self): """ Load the view on first load could also load based on session, group, etc.. """ if self.__class__.view: self.view.handler = self self.view.request = self.request return #: Load the View class from the dotted view name...

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def list_records_for_project(id=None, name=None, page_size=200, page_index=0, sort="", q=""): """ List all BuildRecords for a given Project """ data = list_records_for_project_raw(id, name, page_size, page_index, sort, q) if data: return utils.format_json_list(data)

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def to_wea(self, file_path, hoys=None): """Write an wea file from the epw file. WEA carries radiation values from epw. Gendaymtx uses these values to generate the sky. For an annual analysis it is identical to using epw2wea. args: file_path: Full file path for output file. ...

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def _dist_wrapper(): """Add temporary distribution build files (and then clean up).""" try: # Copy select *.rst files to *.txt for build. for rst_file, txt_file in zip(SDIST_RST_FILES, SDIST_TXT_FILES): local("cp %s %s" % (rst_file, txt_file)) # Perform action. yield...

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def SendVersion(self): """Send our client version.""" m = Message("version", VersionPayload(settings.NODE_PORT, self.remote_nodeid, settings.VERSION_NAME)) self.SendSerializedMessage(m)

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def tail(conn, stack_name, log_func=_tail_print, sleep_time=5, include_initial=True): """Show and then tail the event log""" # First dump the full list of events in chronological order and keep # track of the events we've seen already seen = set() initial_events = get_events(conn, stack_nam...

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def handle(self, *args, **options): """ Renders the output by piecing together a few methods that do the dirty work. """ # AWS SES connection, which can be re-used for each query needed. conn = get_boto_ses_connection() self._print_quota(conn) self._print_...

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def mark_backward(output_tensor, used_node_names): """Function to propagate backwards in the graph and mark nodes as used. Traverses recursively through the graph from the end tensor, through the op that generates the tensor, and then to the input tensors that feed the op. Nodes encountered are stored in used_...

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def hardlink(source, link_name): """ Create a hardlink in a portable way The code for Windows support is adapted from: https://github.com/sunshowers/ntfs/blob/master/ntfsutils/hardlink.py """ if sys.version_info < (3,) and platform.system() == 'Windows': # pragma: no cover import ctype...

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def _format_task_uri(fmt, job_metadata, task_metadata): """Returns a URI with placeholders replaced by metadata values.""" values = { 'job-id': None, 'task-id': 'task', 'job-name': None, 'user-id': None, 'task-attempt': None } for key in values: values[key] = task_metadata.get...

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def from_row_wise_lists(self, lol, header_rows=0, transpose=False, names=None): """Create column-wise Columns object from a row-wise table (list of lists). Useful for reading a CSV file.""" #print '-'*10 #super(Columns, self).__init__() self.clear() #print(list(self)) ...

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def _load_arg_defaults(kwargs): """Inject default arguments for load functions.""" if current_app: kwargs.setdefault('cls', current_app.json_decoder) else: kwargs.setdefault('cls', JSONDecoder)

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def ssh_sa_ssh_server_standby_enable(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") ssh_sa = ET.SubElement(config, "ssh-sa", xmlns="urn:brocade.com:mgmt:brocade-sec-services") ssh = ET.SubElement(ssh_sa, "ssh") server = ET.SubElement(ssh, "serve...

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def _get_reference(self): """ Sets up references to important components. A reference is typically an index or a list of indices that point to the corresponding elements in a flatten array, which is how MuJoCo stores physical simulation data. """ super()._get_reference() ...

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def can_use_process_cache(self, use_cache): """Returns True if the process cache can be used :param bool use_cache: Override the logic to force non-cached values :rtype: bool """ return (use_cache and self._active_cache and self._active_cache[0] ...

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def reshape_1d(df): """If parameter is 1D row vector then convert it into 2D matrix.""" shape = df.shape if len(shape) == 1: return df.reshape(shape[0], 1) else: return df

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def str2unixtime(ts, fmt='%Y-%m-%d %H:%M:%S'): """ 将固定格式的字符串转换成对应的时间戳到秒级别 - 使用: >>> str2unixtime('2016-01-01 01:01:01') 1451581261 :param ts: :type ts: :param fmt: :type fmt: :return: :rtype: """ t = time.strptime(ts, fmt) return int(time.mktime(t))

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def calculate_piece_size(self): """ Calculate and add ``piece length`` to ``info`` in :attr:`metainfo` The piece size is calculated so that there are no more than :attr:`MAX_PIECES` pieces unless it is larger than :attr:`MAX_PIECE_SIZE`, in which case there is no limit on the nu...

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def info(ctx): """ Display status of PIV application. """ controller = ctx.obj['controller'] click.echo('PIV version: %d.%d.%d' % controller.version) # Largest possible number of PIN tries to get back is 15 tries = controller.get_pin_tries() tries = '15 or more.' if tries == 15 else tri...

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def _model_columns(ins): """ Get columns info :type ins: sqlalchemy.orm.mapper.Mapper :rtype: list[SaColumnDoc] """ columns = [] for c in ins.column_attrs: # Skip protected if c.key.startswith('_'): continue # Collect columns.append(SaColumnDoc( ...

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def list_pkgs(*packages, **kwargs): ''' List the packages currently installed in a dict:: {'<package_name>': '<version>'} External dependencies:: Virtual package resolution requires aptitude. Because this function uses dpkg, virtual packages will be reported as not installed. ...

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def fix_e731(self, result): """Fix do not assign a lambda expression check.""" (line_index, _, target) = get_index_offset_contents(result, self.source) match = LAMBDA_REGEX.search(target) if match: end = match.end() ...

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def generic_document_type_formatter(view, context, model, name): """Return AdminLog.document field wrapped in URL to its list view.""" _document_model = model.get('document').document_type url = _document_model.get_admin_list_url() return Markup('<a href="%s">%s</a>' % (url, _document_model.__name__))

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def _try_coerce_result(self, result): """ reverse of try_coerce_args """ if isinstance(result, np.ndarray): if result.dtype.kind in ['i', 'f']: result = result.astype('M8[ns]') elif isinstance(result, (np.integer, np.float, np.datetime64)): result = self....

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def visit_Starred(self, node): """ Python 3 """ position = (node.value.first_line, node.value.first_col + 1) r_set_pos(node, *self.operators['*'].find_previous(position)) last = node.value node.last_line, node.last_col = last.last_line, last.last_col node.op_pos = [ ...

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def set_section( self, section_name ): """set current section during parsing""" if not self.sections.has_key( section_name ): section = DocSection( section_name ) self.sections[section_name] = section self.section = section else: se...

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def show_network(self): """! @brief Shows structure of the network: neurons and connections between them. """ dimension = len(self.__location[0]) if (dimension != 3) and (dimension != 2): raise NameError('Network that is located in different ...

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def plot_spectra_pages_pdf(ss, pdf_filename='pages.pdf', setup=_default_setup): """ Plots spectra into a PDF file, one spectrum per page. Splits into several pieces of width Args: ss: list of Spectrum objects pdf_filename: name of output file """ logger = a99.get_python_logger() ...

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