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_gicon(self, icon_id: str) -> "Gio.Icon": """Lookup Gio.Icon from udiskie-internal id.""" return Gio.ThemedIcon.new_from_names(self._icon_names[icon_id])	[ "def", "get_gicon", "(", "self", ",", "icon_id", ":", "str", ")", "->", "\"Gio.Icon\"", ":", "return", "Gio", ".", "ThemedIcon", ".", "new_from_names", "(", "self", ".", "_icon_names", "[", "icon_id", "]", ")" ]	58	13
def execute(self, driver_command, params=None): """ Sends a command to be executed by a command.CommandExecutor. :Args: - driver_command: The name of the command to execute as a string. - params: A dictionary of named parameters to send with the command. :Returns: ...	[ "def", "execute", "(", "self", ",", "driver_command", ",", "params", "=", "None", ")", ":", "if", "self", ".", "session_id", "is", "not", "None", ":", "if", "not", "params", ":", "params", "=", "{", "'sessionId'", ":", "self", ".", "session_id", "}", ...	39.962963	19.740741
def ReadUserNotifications(self, username, state=None, timerange=None, cursor=None): """Reads notifications scheduled for a user within a given timerange.""" query = ("SELECT UNIX_TIMESTAMP(timestamp)...	[ "def", "ReadUserNotifications", "(", "self", ",", "username", ",", "state", "=", "None", ",", "timerange", "=", "None", ",", "cursor", "=", "None", ")", ":", "query", "=", "(", "\"SELECT UNIX_TIMESTAMP(timestamp), \"", "\" notification_state, notification \"", ...	33.375	19.325
def _check_file_syntax(filename, temp_dir, override_lang=None, enforce=True): """ Checks that the code in FILENAME parses, attempting to autodetect the language if necessary. Raises IOError if the file cannot be read. Raises DXSyntaxError if there is a problem and "enforce" is True. """ de...	[ "def", "_check_file_syntax", "(", "filename", ",", "temp_dir", ",", "override_lang", "=", "None", ",", "enforce", "=", "True", ")", ":", "def", "check_python", "(", "filename", ")", ":", "# Generate a semi-recognizable name to write the pyc to. Of", "# course it's possi...	38.557377	20.721311
def plotProgenitor(self,d1='x',d2='z',args,*kwargs): """ NAME: plotProgenitor PURPOSE: plot the progenitor orbit INPUT: d1= plot this on the X axis ('x','y','z','R','phi','vx','vy','vz','vR','vt','ll','bb','dist','pmll','pmbb','vlos') d...	[ "def", "plotProgenitor", "(", "self", ",", "d1", "=", "'x'", ",", "d2", "=", "'z'", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "tts", "=", "self", ".", "_progenitor", ".", "_orb", ".", "t", "[", "self", ".", "_progenitor", ".", "_orb", ...	30.976744	25.348837
def build_data_access(host, port, database_name, collection_name): """ Create data access gateway. :param host: The database server to connect to. :type host: str :param port: Database port. :type port: int :param database_name: Database name. :type datab...	[ "def", "build_data_access", "(", "host", ",", "port", ",", "database_name", ",", "collection_name", ")", ":", "return", "PyMongoDataAccess", "(", "\"mongodb://%s:%d\"", "%", "(", "host", ",", "port", ")", ",", "database_name", ",", "collection_name", ")" ]	38.066667	15
def get_user_roles(self, user): """Get roles associated with the given user. Args: user (string): User name. Returns: (list): List of roles that user has. Raises: requests.HTTPError on failure. """ return self.service.get_user_roles(...	[ "def", "get_user_roles", "(", "self", ",", "user", ")", ":", "return", "self", ".", "service", ".", "get_user_roles", "(", "user", ",", "self", ".", "url_prefix", ",", "self", ".", "auth", ",", "self", ".", "session", ",", "self", ".", "session_send_opts...	27.928571	18.857143
def get_trainer(self, id_, respect_privacy=True, detail=True): """Returns the Trainer object for the ID""" parameters = {} if respect_privacy is False: parameters['statistics'] = 'force' if detail is False: parameters['detail'] = 'low' r = requests.get(api_url+'trainers/'+str(id_)+'/', headers=se...	[ "def", "get_trainer", "(", "self", ",", "id_", ",", "respect_privacy", "=", "True", ",", "detail", "=", "True", ")", ":", "parameters", "=", "{", "}", "if", "respect_privacy", "is", "False", ":", "parameters", "[", "'statistics'", "]", "=", "'force'", "i...	39.692308	27.769231
def new_linsolver(name,prop): """ Creates a linear solver. Parameters ---------- name : string prop : string Returns ------- solver : :class:`LinSolver <optalg.lin_solver.LinSolver>` """ if name == 'mumps': return LinSolverMUMPS(prop) elif name == 'supe...	[ "def", "new_linsolver", "(", "name", ",", "prop", ")", ":", "if", "name", "==", "'mumps'", ":", "return", "LinSolverMUMPS", "(", "prop", ")", "elif", "name", "==", "'superlu'", ":", "return", "LinSolverSUPERLU", "(", "prop", ")", "elif", "name", "==", "'...	23.888889	18.185185
def write(self, buf): """Write bytes to the stream.""" underflow = self._audio_stream.write(buf) if underflow: logging.warning('SoundDeviceStream write underflow (size: %d)', len(buf)) return len(buf)	[ "def", "write", "(", "self", ",", "buf", ")", ":", "underflow", "=", "self", ".", "_audio_stream", ".", "write", "(", "buf", ")", "if", "underflow", ":", "logging", ".", "warning", "(", "'SoundDeviceStream write underflow (size: %d)'", ",", "len", "(", "buf"...	38	14.571429
def time_col_laminar(EnergyDis, Temp, ConcAl, ConcClay, coag, material, DiamTarget, DiamTube, DIM_FRACTAL, RatioHeightDiameter): """Calculate single collision time for laminar flow mediated collisions. Calculated as a function of floc size. """ return (((1/6) * ((6/np.pi)**(1/3)) ...	[ "def", "time_col_laminar", "(", "EnergyDis", ",", "Temp", ",", "ConcAl", ",", "ConcClay", ",", "coag", ",", "material", ",", "DiamTarget", ",", "DiamTube", ",", "DIM_FRACTAL", ",", "RatioHeightDiameter", ")", ":", "return", "(", "(", "(", "1", "/", "6", ...	50	19.133333
def list_dcm_datain(datain): ''' List all DICOM file paths in the datain dictionary of input data. ''' if not isinstance(datain, dict): raise ValueError('The input is not a dictionary!') dcmlst = [] # list of mu-map DICOM files if 'mumapDCM' in datain: dcmump = os.listdir(datai...	[ "def", "list_dcm_datain", "(", "datain", ")", ":", "if", "not", "isinstance", "(", "datain", ",", "dict", ")", ":", "raise", "ValueError", "(", "'The input is not a dictionary!'", ")", "dcmlst", "=", "[", "]", "# list of mu-map DICOM files", "if", "'mumapDCM'", ...	30.555556	21.037037
def __verify_minion_publish(self, clear_load): ''' Verify that the passed information authorized a minion to execute :param dict clear_load: A publication load from a minion :rtype: bool :return: A boolean indicating if the minion is allowed to publish the command in the load ...	[ "def", "__verify_minion_publish", "(", "self", ",", "clear_load", ")", ":", "# Verify that the load is valid", "if", "'peer'", "not", "in", "self", ".", "opts", ":", "return", "False", "if", "not", "isinstance", "(", "self", ".", "opts", "[", "'peer'", "]", ...	39.882353	17.372549
def execute_from_command_line(argv=None): """ Currently the only entrypoint (manage.py, demosys-admin) """ if not argv: argv = sys.argv # prog_name = argv[0] system_commands = find_commands(system_command_dir()) project_commands = find_commands(project_command_dir()) project_pa...	[ "def", "execute_from_command_line", "(", "argv", "=", "None", ")", ":", "if", "not", "argv", ":", "argv", "=", "sys", ".", "argv", "# prog_name = argv[0]", "system_commands", "=", "find_commands", "(", "system_command_dir", "(", ")", ")", "project_commands", "="...	30.785714	13.928571
def _wrap_jinja_filter(self, function): """Propagate exceptions as undefined values filter.""" def wrapper(args, kwargs): """Filter wrapper.""" try: return function(args, **kwargs) except Exception: # pylint: disable=broad-except r...	[ "def", "_wrap_jinja_filter", "(", "self", ",", "function", ")", ":", "def", "wrapper", "(", "", "args", ",", "", "", "kwargs", ")", ":", "\"\"\"Filter wrapper.\"\"\"", "try", ":", "return", "function", "(", "", "args", ",", "", "", "kwargs", ")", ...	37.933333	13.866667
def _read_conf_file(path): ''' Read in a config file from a given path and process it into a dictionary ''' log.debug('Reading configuration from %s', path) with salt.utils.files.fopen(path, 'r') as conf_file: try: conf_opts = salt.utils.yaml.safe_load(conf_file) or {} ex...	[ "def", "_read_conf_file", "(", "path", ")", ":", "log", ".", "debug", "(", "'Reading configuration from %s'", ",", "path", ")", "with", "salt", ".", "utils", ".", "files", ".", "fopen", "(", "path", ",", "'r'", ")", "as", "conf_file", ":", "try", ":", ...	46	24.428571
def execute(helper, config, args): """ Lists environments """ versions = helper.get_versions() out("Deployed versions:") for version in versions: out(version)	[ "def", "execute", "(", "helper", ",", "config", ",", "args", ")", ":", "versions", "=", "helper", ".", "get_versions", "(", ")", "out", "(", "\"Deployed versions:\"", ")", "for", "version", "in", "versions", ":", "out", "(", "version", ")" ]	22.875	8.875
def _get_appoptics(options): ''' Return an appoptics connection object. ''' conn = appoptics_metrics.connect( options.get('api_token'), sanitizer=appoptics_metrics.sanitize_metric_name, hostname=options.get('api_url')) log.info("Connected to appoptics.") return conn	[ "def", "_get_appoptics", "(", "options", ")", ":", "conn", "=", "appoptics_metrics", ".", "connect", "(", "options", ".", "get", "(", "'api_token'", ")", ",", "sanitizer", "=", "appoptics_metrics", ".", "sanitize_metric_name", ",", "hostname", "=", "options", ...	30.5	13.3
def connect(self, dest_pair): """ Connects to the specified destination through a proxy. Uses the same API as socket's connect(). To select the proxy server, use set_proxy(). dest_pair - 2-tuple of (IP/hostname, port). """ if len(dest_pair) != 2 or dest_pair[0].s...	[ "def", "connect", "(", "self", ",", "dest_pair", ")", ":", "if", "len", "(", "dest_pair", ")", "!=", "2", "or", "dest_pair", "[", "0", "]", ".", "startswith", "(", "\"[\"", ")", ":", "# Probably IPv6, not supported -- raise an error, and hope", "# Happy Eyeballs...	38.634146	20.073171
def trajectory(self, ini, end, delta, mass_coo, age_in_sec=False, online=False): """ create a trajectory out of a stellar model Parameters ---------- ini : integer Initial model, inital cycle number. end : integer Final model, f...	[ "def", "trajectory", "(", "self", ",", "ini", ",", "end", ",", "delta", ",", "mass_coo", ",", "age_in_sec", "=", "False", ",", "online", "=", "False", ")", ":", "filename", "=", "'traj_'", "+", "str", "(", "mass_coo", ")", "+", "'.dat'", "f", "=", ...	36.891304	19.391304
def process_features_online(self, corpus, input_features, output_path, chunk_size=1): """ Process all features of the given corpus and save the processed features in a feature-container. The features are processed in online mode, chunk by chunk. Args: corpus (Corpus): Th...	[ "def", "process_features_online", "(", "self", ",", "corpus", ",", "input_features", ",", "output_path", ",", "chunk_size", "=", "1", ")", ":", "feat_container", "=", "containers", ".", "FeatureContainer", "(", "output_path", ")", "feat_container", ".", "open", ...	40.680851	28.510638
def make_cookie(name, load, seed, expire=0, domain="", path="", timestamp=""): """ Create and return a cookie :param name: Cookie name :param load: Cookie load :param seed: A seed for the HMAC function :param expire: Number of minutes before this cookie goes stale :param dom...	[ "def", "make_cookie", "(", "name", ",", "load", ",", "seed", ",", "expire", "=", "0", ",", "domain", "=", "\"\"", ",", "path", "=", "\"\"", ",", "timestamp", "=", "\"\"", ")", ":", "cookie", "=", "SimpleCookie", "(", ")", "if", "not", "timestamp", ...	35.148148	15.518519
def i2b(self, pkt, x): """Convert internal value to internal value""" if type(x) is str: x = bytes([ ord(i) for i in x ]) return x	[ "def", "i2b", "(", "self", ",", "pkt", ",", "x", ")", ":", "if", "type", "(", "x", ")", "is", "str", ":", "x", "=", "bytes", "(", "[", "ord", "(", "i", ")", "for", "i", "in", "x", "]", ")", "return", "x" ]	32	11.6
def submit_statistics(self): """ Upload the database to the FTP server. Only submit new information contained in the partial database. Merge the partial database back into master after a successful upload. """ if not self._hq.get('api_key', False) or not self._enabled: ...	[ "def", "submit_statistics", "(", "self", ")", ":", "if", "not", "self", ".", "_hq", ".", "get", "(", "'api_key'", ",", "False", ")", "or", "not", "self", ".", "_enabled", ":", "return", "for", "r", "in", "(", "'uuid'", ",", "'application_name'", ",", ...	43.623188	21.623188
def run(self, args): """Parse command line arguments, and run rflint""" self.args = self.parse_and_process_args(args) if self.args.version: print(__version__) return 0 if self.args.rulefile: for filename in self.args.rulefile: ...	[ "def", "run", "(", "self", ",", "args", ")", ":", "self", ".", "args", "=", "self", ".", "parse_and_process_args", "(", "args", ")", "if", "self", ".", "args", ".", "version", ":", "print", "(", "__version__", ")", "return", "0", "if", "self", ".", ...	29.444444	19.222222
def view_component_planes(self, dimensions=None, figsize=None, colormap=cm.Spectral_r, colorbar=False, bestmatches=False, bestmatchcolors=None, labels=None, zoom=None, filename=None): """Observe the component planes in the...	[ "def", "view_component_planes", "(", "self", ",", "dimensions", "=", "None", ",", "figsize", "=", "None", ",", "colormap", "=", "cm", ".", "Spectral_r", ",", "colorbar", "=", "False", ",", "bestmatches", "=", "False", ",", "bestmatchcolors", "=", "None", "...	53.906977	21.255814
def get(self, identity): """ Constructs a EntityContext :param identity: Unique identity of the Entity :returns: twilio.rest.authy.v1.service.entity.EntityContext :rtype: twilio.rest.authy.v1.service.entity.EntityContext """ return EntityContext(self._version, s...	[ "def", "get", "(", "self", ",", "identity", ")", ":", "return", "EntityContext", "(", "self", ".", "_version", ",", "service_sid", "=", "self", ".", "_solution", "[", "'service_sid'", "]", ",", "identity", "=", "identity", ",", ")" ]	37.3	23.5
def switch_client(self): """ Switch client to this session. Raises ------ :exc:`exc.LibTmuxException` """ proc = self.cmd('switch-client', '-t%s' % self.id) if proc.stderr: raise exc.LibTmuxException(proc.stderr)	[ "def", "switch_client", "(", "self", ")", ":", "proc", "=", "self", ".", "cmd", "(", "'switch-client'", ",", "'-t%s'", "%", "self", ".", "id", ")", "if", "proc", ".", "stderr", ":", "raise", "exc", ".", "LibTmuxException", "(", "proc", ".", "stderr", ...	21.461538	18.538462
def new_image_like(self, data): """ Create a new ANTsImage with the same header information, but with a new image array. Arguments --------- data : ndarray or py::capsule New array or pointer for the image. It must have the same shape as the cur...	[ "def", "new_image_like", "(", "self", ",", "data", ")", ":", "if", "not", "isinstance", "(", "data", ",", "np", ".", "ndarray", ")", ":", "raise", "ValueError", "(", "'data must be a numpy array'", ")", "if", "not", "self", ".", "has_components", ":", "if"...	38.928571	23.428571
def validate_data_privacy(request, data, wrapper_kw=None): """ Validate :data: contains only data allowed by privacy settings. :param request: Pyramid Request instance :param data: Dict containing request/response data which should be validated """ from nefertari import wrappers if wrap...	[ "def", "validate_data_privacy", "(", "request", ",", "data", ",", "wrapper_kw", "=", "None", ")", ":", "from", "nefertari", "import", "wrappers", "if", "wrapper_kw", "is", "None", ":", "wrapper_kw", "=", "{", "}", "wrapper", "=", "wrappers", ".", "apply_priv...	34.947368	18.736842
def get(self, name=None): """ Gets a list of all recipes, which are registered by the current plugin. If a name is provided, only the requested recipe is returned or None. :param: name: Name of the recipe """ return self.__app.recipes.get(name, self._plugin)	[ "def", "get", "(", "self", ",", "name", "=", "None", ")", ":", "return", "self", ".", "__app", ".", "recipes", ".", "get", "(", "name", ",", "self", ".", "_plugin", ")" ]	37.5	18.5
def squad(R_in, t_in, t_out): """Spherical "quadrangular" interpolation of rotors with a cubic spline This is the best way to interpolate rotations. It uses the analog of a cubic spline, except that the interpolant is confined to the rotor manifold in a natural way. Alternative methods involving ...	[ "def", "squad", "(", "R_in", ",", "t_in", ",", "t_out", ")", ":", "if", "R_in", ".", "size", "==", "0", "or", "t_out", ".", "size", "==", "0", ":", "return", "np", ".", "array", "(", "(", ")", ",", "dtype", "=", "np", ".", "quaternion", ")", ...	55.760684	29.863248
def get_objective_banks(self): """Pass through to provider ObjectiveBankLookupSession.get_objective_banks""" # Implemented from kitosid template for - # osid.resource.BinLookupSession.get_bins_template catalogs = self._get_provider_session('objective_bank_lookup_session').get_objective_b...	[ "def", "get_objective_banks", "(", "self", ")", ":", "# Implemented from kitosid template for -", "# osid.resource.BinLookupSession.get_bins_template", "catalogs", "=", "self", ".", "_get_provider_session", "(", "'objective_bank_lookup_session'", ")", ".", "get_objective_banks", ...	56.888889	21
def _createBitpattern(functioncode, value): """Create the bit pattern that is used for writing single bits. This is basically a storage of numerical constants. Args: * functioncode (int): can be 5 or 15 * value (int): can be 0 or 1 Returns: The bit pattern (string). Raise...	[ "def", "_createBitpattern", "(", "functioncode", ",", "value", ")", ":", "_checkFunctioncode", "(", "functioncode", ",", "[", "5", ",", "15", "]", ")", "_checkInt", "(", "value", ",", "minvalue", "=", "0", ",", "maxvalue", "=", "1", ",", "description", "...	23.066667	20.533333
def load_recipe(self): '''load will return a loaded in singularity recipe. The idea is that these sections can then be parsed into a Dockerfile, or printed back into their original form. Returns ======= config: a parsed recipe Singularity recipe ''...	[ "def", "load_recipe", "(", "self", ")", ":", "# Comments between sections, add to top of file", "lines", "=", "self", ".", "lines", ".", "copy", "(", ")", "comments", "=", "[", "]", "# Start with a fresh config!", "self", ".", "config", "=", "dict", "(", ")", ...	29.960784	19.764706
def p_function_call(p): """ FunctionCall : FuncQName FormalArguments """ # FIXME: This production also matches NodeType() or # processing-instruction("foo"), which are technically NodeTest qname = p[1] p[0] = ast.FunctionCall(qname[0], qname[1], p[2])	[ "def", "p_function_call", "(", "p", ")", ":", "# FIXME: This production also matches NodeType() or", "# processing-instruction(\"foo\"), which are technically NodeTest", "qname", "=", "p", "[", "1", "]", "p", "[", "0", "]", "=", "ast", ".", "FunctionCall", "(", "qname",...	34	12.5
def get_required_columns(self): """Lists names of columns that have required fields.""" required_columns = [] if self.formset_class: empty_form = self.get_formset().empty_form for column in self.columns.values(): field = empty_form.fields.get(column.name) ...	[ "def", "get_required_columns", "(", "self", ")", ":", "required_columns", "=", "[", "]", "if", "self", ".", "formset_class", ":", "empty_form", "=", "self", ".", "get_formset", "(", ")", ".", "empty_form", "for", "column", "in", "self", ".", "columns", "."...	44.4	9.9
def clear_xcom_data(self, session=None): """ Clears all XCom data from the database for the task instance """ session.query(XCom).filter( XCom.dag_id == self.dag_id, XCom.task_id == self.task_id, XCom.execution_date == self.execution_date ).del...	[ "def", "clear_xcom_data", "(", "self", ",", "session", "=", "None", ")", ":", "session", ".", "query", "(", "XCom", ")", ".", "filter", "(", "XCom", ".", "dag_id", "==", "self", ".", "dag_id", ",", "XCom", ".", "task_id", "==", "self", ".", "task_id"...	34.1	8.7
def get_all_attributes(klass_or_instance): """Get all attribute members (attribute, property style method). """ pairs = list() for attr, value in inspect.getmembers( klass_or_instance, lambda x: not inspect.isroutine(x)): if not (attr.startswith("__") or attr.endswith("__")): ...	[ "def", "get_all_attributes", "(", "klass_or_instance", ")", ":", "pairs", "=", "list", "(", ")", "for", "attr", ",", "value", "in", "inspect", ".", "getmembers", "(", "klass_or_instance", ",", "lambda", "x", ":", "not", "inspect", ".", "isroutine", "(", "x...	40.111111	11.111111
def from_html(html, url=None, download_date=None): """ Extracts relevant information from an HTML page given as a string. This function does not invoke scrapy but only uses the article extractor. If you have the original URL make sure to provide it as this helps NewsPlease to extract the...	[ "def", "from_html", "(", "html", ",", "url", "=", "None", ",", "download_date", "=", "None", ")", ":", "extractor", "=", "article_extractor", ".", "Extractor", "(", "[", "'newspaper_extractor'", ",", "'readability_extractor'", ",", "'date_extractor'", ",", "'lan...	41.657143	21.828571
def identify_vcs(repo_url, guess=False, repo_aliases=REPO_ALIASES): """ Determines the type of repo that `repo_url` represents. :param repo_url: Repo URL of unknown type. :returns: VCS type (git, hg, etc) or raises UnknownVCS exception. """ repo_url = unicode(repo_url) # Do basic alias chec...	[ "def", "identify_vcs", "(", "repo_url", ",", "guess", "=", "False", ",", "repo_aliases", "=", "REPO_ALIASES", ")", ":", "repo_url", "=", "unicode", "(", "repo_url", ")", "# Do basic alias check", "vcs", "=", "identify_vcs_vs_alias", "(", "repo_url", ",", "guess"...	29.458333	22.208333
def get_config(self): """ Load user configuration or return default when not found. :rtype: :class:`Configuration` """ if not self._config: namespace = {} if os.path.exists(self.config_path): execfile(self.config_path, namespace) ...	[ "def", "get_config", "(", "self", ")", ":", "if", "not", "self", ".", "_config", ":", "namespace", "=", "{", "}", "if", "os", ".", "path", ".", "exists", "(", "self", ".", "config_path", ")", ":", "execfile", "(", "self", ".", "config_path", ",", "...	30.538462	16.538462
def _add_page(self, text): """ Helper function for PDFText, to have the document add a page, and retry adding a large block of text that would otherwise have been to long for the page. """ save_cursor = self.parent.document.page.cursor.copy() ...	[ "def", "_add_page", "(", "self", ",", "text", ")", ":", "save_cursor", "=", "self", ".", "parent", ".", "document", ".", "page", ".", "cursor", ".", "copy", "(", ")", "save_cursor", ".", "x_reset", "(", ")", "save_cursor", ".", "y_reset", "(", ")", "...	38.461538	13.384615
def participate(self, identity, experiment_name, variant): """ Set the variant for a specific user and mark a participation for the experiment. Participation will only be marked for visitors who have been verified as humans (to avoid skewing reports with requests from bots and...	[ "def", "participate", "(", "self", ",", "identity", ",", "experiment_name", ",", "variant", ")", ":", "self", ".", "set_variant", "(", "identity", ",", "experiment_name", ",", "variant", ")", "if", "self", ".", "is_verified_human", "(", "identity", ")", ":",...	42.5	21.166667
def connect_to_region(region_name, **kw_params): """ Given a valid region name, return a :class:`boto.sns.connection.SNSConnection`. :type: str :param region_name: The name of the region to connect to. :rtype: :class:`boto.sns.connection.SNSConnection` or ``None`` :return: A connectio...	[ "def", "connect_to_region", "(", "region_name", ",", "", "", "kw_params", ")", ":", "for", "region", "in", "regions", "(", ")", ":", "if", "region", ".", "name", "==", "region_name", ":", "return", "region", ".", "connect", "(", "", "", "kw_params", ...	32.625	16.125
def aggregate(self, instance, owner): """Given an instance and a class, aggregate together some panglers. Walks every class in the MRO of the `owner` class, including `owner`, collecting panglers exposed as `self.attr_name`. The resulting pangler will be bound to the provided `instance`...	[ "def", "aggregate", "(", "self", ",", "instance", ",", "owner", ")", ":", "try", ":", "p", "=", "self", ".", "pangler_factory", ".", "from_store", "(", "instance", ",", "self", ".", "id", ")", "except", "KeyError", ":", "pass", "else", ":", "return", ...	32.916667	19
def get_field_type(info): """A field python type""" type_ = info.get_type() cls = get_field_class(type_) field = cls(info, type_, None) field.setup() return field.py_type	[ "def", "get_field_type", "(", "info", ")", ":", "type_", "=", "info", ".", "get_type", "(", ")", "cls", "=", "get_field_class", "(", "type_", ")", "field", "=", "cls", "(", "info", ",", "type_", ",", "None", ")", "field", ".", "setup", "(", ")", "r...	18.8	20.1
def twoslice(field, center=None, size=6.0, cmap='bone_r', vmin=0, vmax=1, orientation='vertical', figpad=1.09, off=0.01): """ Plot two parts of the ortho view, the two sections given by ``orientation``. """ center = center or [i//2 for i in field.shape] slices = [] for i,c in enumerate(c...	[ "def", "twoslice", "(", "field", ",", "center", "=", "None", ",", "size", "=", "6.0", ",", "cmap", "=", "'bone_r'", ",", "vmin", "=", "0", ",", "vmax", "=", "1", ",", "orientation", "=", "'vertical'", ",", "figpad", "=", "1.09", ",", "off", "=", ...	30.666667	18.352941
def get_component(self, component_name): """ Looks up a component by its name. Args: component_name: The name of the component to look up. Returns: The component for the provided name or None if there is no such component. """ mapping = self.get_c...	[ "def", "get_component", "(", "self", ",", "component_name", ")", ":", "mapping", "=", "self", ".", "get_components", "(", ")", "return", "mapping", "[", "component_name", "]", "if", "component_name", "in", "mapping", "else", "None" ]	36.272727	18.272727
def spawn_uwsgi(self, only=None): """Spawns uWSGI process(es) which will use configuration(s) from the module. Returns list of tuples: (configuration_alias, uwsgi_process_id) If only one configuration found current process (uwsgiconf) is replaced with a new one (uWSGI), oth...	[ "def", "spawn_uwsgi", "(", "self", ",", "only", "=", "None", ")", ":", "spawned", "=", "[", "]", "configs", "=", "self", ".", "configurations", "if", "len", "(", "configs", ")", "==", "1", ":", "alias", "=", "configs", "[", "0", "]", ".", "alias", ...	33.90625	23.625
def _spectral_norm(self): """ spectral normalization """ w = self.params.get('weight').data(self.ctx) w_mat = nd.reshape(w, [w.shape[0], -1]) _u = self.u.data(self.ctx) _v = None for _ in range(POWER_ITERATION): _v = nd.L2Normalization(nd.dot(_u, w_mat)) ...	[ "def", "_spectral_norm", "(", "self", ")", ":", "w", "=", "self", ".", "params", ".", "get", "(", "'weight'", ")", ".", "data", "(", "self", ".", "ctx", ")", "w_mat", "=", "nd", ".", "reshape", "(", "w", ",", "[", "w", ".", "shape", "[", "0", ...	27.2	18.2
def create_all(cls, list_of_kwargs): """Batch method for creating a list of instances Args: list_of_kwargs(list of dicts): hereA list of dicts where each dict denotes the keyword args that you would pass to the create method separately Examples: ...	[ "def", "create_all", "(", "cls", ",", "list_of_kwargs", ")", ":", "try", ":", "return", "cls", ".", "add_all", "(", "[", "cls", ".", "new", "(", "", "", "kwargs", ")", "if", "kwargs", "is", "not", "None", "else", "None", "for", "kwargs", "in", "l...	34.8	22.15
def get_dom(self) -> str: """ Retrieves the current value of the DOM for the step """ if self.is_running: return self.dumps() if self.dom is not None: return self.dom dom = self.dumps() self.dom = dom return dom	[ "def", "get_dom", "(", "self", ")", "->", "str", ":", "if", "self", ".", "is_running", ":", "return", "self", ".", "dumps", "(", ")", "if", "self", ".", "dom", "is", "not", "None", ":", "return", "self", ".", "dom", "dom", "=", "self", ".", "dump...	22.916667	19.333333
def redirect_stderr(self, enabled=True, log_level=logging.ERROR): """ Redirect sys.stderr to file-like object. """ if enabled: if self.__stderr_wrapper: self.__stderr_wrapper.update_log_level(log_level=log_level) else: self.__stderr...	[ "def", "redirect_stderr", "(", "self", ",", "enabled", "=", "True", ",", "log_level", "=", "logging", ".", "ERROR", ")", ":", "if", "enabled", ":", "if", "self", ".", "__stderr_wrapper", ":", "self", ".", "__stderr_wrapper", ".", "update_log_level", "(", "...	36	18.875
def _get_multiparts(response): """ From this 'multipart/parallel; boundary="874e43d27ec6d83f30f37841bdaf90c7"; charset=utf-8' get this --874e43d27ec6d83f30f37841bdaf90c7 """ boundary = None for part in response.headers.get('Content-Type', '').split(';'): ...	[ "def", "_get_multiparts", "(", "response", ")", ":", "boundary", "=", "None", "for", "part", "in", "response", ".", "headers", ".", "get", "(", "'Content-Type'", ",", "''", ")", ".", "split", "(", "';'", ")", ":", "if", "'boundary='", "in", "part", ":"...	33.714286	22.114286
def _pfp__add_child(self, name, child, stream=None, overwrite=False): """Add a child to the Struct field. If multiple consecutive fields are added with the same name, an implicit array will be created to store all fields of that name. :param str name: The name of the child :para...	[ "def", "_pfp__add_child", "(", "self", ",", "name", ",", "child", ",", "stream", "=", "None", ",", "overwrite", "=", "False", ")", ":", "if", "not", "overwrite", "and", "self", ".", "_pfp__is_non_consecutive_duplicate", "(", "name", ",", "child", ")", ":",...	51.095238	20.095238
def layer(op): '''Decorator for composable network layers.''' def layer_decorated(self, args, *kwargs): # Automatically set a name if not provided. name = kwargs.setdefault('name', self.get_unique_name(op.__name__)) # Figure out the layer inputs. if len(self.terminals) == 0: ...	[ "def", "layer", "(", "op", ")", ":", "def", "layer_decorated", "(", "self", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "# Automatically set a name if not provided.", "name", "=", "kwargs", ".", "setdefault", "(", "'name'", ",", "self", ".", "get_...	38.391304	15.608696
def upload_file(self, local_path, remote_path): """ Upload a file from the local filesystem to the remote host :type local_path: str :param local_path: path of local file to upload :type remote_path: str :param remote_path: destination path of upload on remote host ...	[ "def", "upload_file", "(", "self", ",", "local_path", ",", "remote_path", ")", ":", "logger", ".", "debug", "(", "\"{0}: uploading {1} to {0}:{2}\"", ".", "format", "(", "self", ".", "target_address", ",", "local_path", ",", "remote_path", ")", ")", "try", ":"...	45.526316	20.263158
def get_all_pipelines(app=''): """Get a list of all the Pipelines in _app_. Args: app (str): Name of Spinnaker Application. Returns: requests.models.Response: Response from Gate containing Pipelines. """ url = '{host}/applications/{app}/pipelineConfigs'.format(host=API_URL, app=ap...	[ "def", "get_all_pipelines", "(", "app", "=", "''", ")", ":", "url", "=", "'{host}/applications/{app}/pipelineConfigs'", ".", "format", "(", "host", "=", "API_URL", ",", "app", "=", "app", ")", "response", "=", "requests", ".", "get", "(", "url", ",", "veri...	29.368421	26.263158
def _normalize_hparams(hparams): """Normalize a dict keyed by `HParam`s and/or raw strings. Args: hparams: A `dict` whose keys are `HParam` objects and/or strings representing hyperparameter names, and whose values are hyperparameter values. No two keys may have the same name. Returns: A `di...	[ "def", "_normalize_hparams", "(", "hparams", ")", ":", "result", "=", "{", "}", "for", "(", "k", ",", "v", ")", "in", "six", ".", "iteritems", "(", "hparams", ")", ":", "if", "isinstance", "(", "k", ",", "HParam", ")", ":", "k", "=", "k", ".", ...	31.083333	22.375
def reorder_nodes_before_add_or_move(self, pos, newpos, newdepth, target, siblings, oldpath=None, movebranch=False): """ Handles the reordering of nodes and branches when adding/moving nodes. :returns: A t...	[ "def", "reorder_nodes_before_add_or_move", "(", "self", ",", "pos", ",", "newpos", ",", "newdepth", ",", "target", ",", "siblings", ",", "oldpath", "=", "None", ",", "movebranch", "=", "False", ")", ":", "if", "(", "(", "pos", "==", "'last-sibling'", ")", ...	44.539216	18.147059
def _get_base(server_certificate, conn): """Fetch the base IAM Server Certificate.""" server_certificate['_version'] = 1 # Get the initial cert details: cert_details = get_server_certificate_api(server_certificate['ServerCertificateName'], conn) if cert_details: server_certificate.upda...	[ "def", "_get_base", "(", "server_certificate", ",", "", "", "conn", ")", ":", "server_certificate", "[", "'_version'", "]", "=", "1", "# Get the initial cert details:", "cert_details", "=", "get_server_certificate_api", "(", "server_certificate", "[", "'ServerCertific...	47.411765	30.235294
def _getScalesDiag(self,termx=0): """ Internal function for parameter initialization Uses 2 term single trait model to get covar params for initialization Args: termx: non-noise term terms that is used for initialization """ assert self.P>1, 'VarianceDec...	[ "def", "_getScalesDiag", "(", "self", ",", "termx", "=", "0", ")", ":", "assert", "self", ".", "P", ">", "1", ",", "'VarianceDecomposition:: diagonal init_method allowed only for multi trait models'", "assert", "self", ".", "noisPos", "is", "not", "None", ",", "'V...	55.357143	27.642857
def set_centralized_assembled_values(self, a): """Set assembled matrix values on processor 0.""" if self.myid != 0: return assert a.size == self.id.nz self._refs.update(a=a) self.id.a = self.cast_array(a)	[ "def", "set_centralized_assembled_values", "(", "self", ",", "a", ")", ":", "if", "self", ".", "myid", "!=", "0", ":", "return", "assert", "a", ".", "size", "==", "self", ".", "id", ".", "nz", "self", ".", "_refs", ".", "update", "(", "a", "=", "a"...	35.714286	8.428571
async def peers(self): """Returns the current Raft peer set Returns: Collection: addresses of peers This endpoint retrieves the Raft peers for the datacenter in which the agent is running. It returns a collection of addresses, such as:: [ "10.1.1...	[ "async", "def", "peers", "(", "self", ")", ":", "response", "=", "await", "self", ".", "_api", ".", "get", "(", "\"/v1/status/peers\"", ")", "if", "response", ".", "status", "==", "200", ":", "return", "set", "(", "response", ".", "body", ")" ]	32.619048	21.142857
def update_group(self, group_id, group, force=False, minimal=True): """Update a group. Applies writable settings in `group` to `group_id` Note: this method can not be used to rename groups. :param str group_id: target group ID :param group: group settings :type group: :...	[ "def", "update_group", "(", "self", ",", "group_id", ",", "group", ",", "force", "=", "False", ",", "minimal", "=", "True", ")", ":", "# Changes won't take if version is set - blank it for convenience", "group", ".", "version", "=", "None", "params", "=", "{", "...	38.416667	21.625
def dump_model_data(request, app_label, model_label): """Exports data from a model. """ return dump_to_response(request, '%s.%s' % (app_label, model_label), [], '-'.join((app_label, model_label)))	[ "def", "dump_model_data", "(", "request", ",", "app_label", ",", "model_label", ")", ":", "return", "dump_to_response", "(", "request", ",", "'%s.%s'", "%", "(", "app_label", ",", "model_label", ")", ",", "[", "]", ",", "'-'", ".", "join", "(", "(", "app...	46.4	14.4
def fit(self, X, y): """ Fit the model using X, y as training data. Parameters ---------- X : {array-like, sparse matrix} of shape [n_samples, n_features] Training vectors, where n_samples is the number of samples and n_features is the number of features....	[ "def", "fit", "(", "self", ",", "X", ",", "y", ")", ":", "rhl", "=", "self", ".", "_create_random_layer", "(", ")", "self", ".", "_genelm_regressor", "=", "GenELMRegressor", "(", "hidden_layer", "=", "rhl", ",", "regressor", "=", "self", ".", "regressor"...	32.2	21
def remove_variable(self, variable, *, implied=True, verbose=True): """Remove variable from data. Parameters ---------- variable : int or str Variable index or name to remove. implied : boolean (optional) Toggle deletion of other variables that start with...	[ "def", "remove_variable", "(", "self", ",", "variable", ",", "*", ",", "implied", "=", "True", ",", "verbose", "=", "True", ")", ":", "if", "isinstance", "(", "variable", ",", "int", ")", ":", "variable", "=", "self", ".", "variable_names", "[", "varia...	37.183673	14
def convert_mask_to_pil(mask, real=True): """Convert Mask to PIL Image.""" from PIL import Image header = mask._layer._psd._record.header channel_ids = [ci.id for ci in mask._layer._record.channel_info] if real and mask._has_real(): width = mask._data.real_right - mask._data.real_left ...	[ "def", "convert_mask_to_pil", "(", "mask", ",", "real", "=", "True", ")", ":", "from", "PIL", "import", "Image", "header", "=", "mask", ".", "_layer", ".", "_psd", ".", "_record", ".", "header", "channel_ids", "=", "[", "ci", ".", "id", "for", "ci", ...	43.578947	15.894737
def ilx_conv(graph, prefix, ilx_start): """ convert a set of temporary identifiers to ilx and modify the graph in place """ to_sub = set() for subject in graph.subjects(rdflib.RDF.type, rdflib.OWL.Class): if PREFIXES[prefix] in subject: to_sub.add(subject) ilx_base = 'ilx_{:0>7}' ...	[ "def", "ilx_conv", "(", "graph", ",", "prefix", ",", "ilx_start", ")", ":", "to_sub", "=", "set", "(", ")", "for", "subject", "in", "graph", ".", "subjects", "(", "rdflib", ".", "RDF", ".", "type", ",", "rdflib", ".", "OWL", ".", "Class", ")", ":",...	35.34375	15.6875
def fso_makedirs(self, path, mode=None): 'overlays os.makedirs()' path = self.abs(path) cur = '/' segments = path.split('/') for idx, seg in enumerate(segments): cur = os.path.join(cur, seg) try: st = self.fso_stat(cur) except OSError: st = None if st is None:...	[ "def", "fso_makedirs", "(", "self", ",", "path", ",", "mode", "=", "None", ")", ":", "path", "=", "self", ".", "abs", "(", "path", ")", "cur", "=", "'/'", "segments", "=", "path", ".", "split", "(", "'/'", ")", "for", "idx", ",", "seg", "in", "...	28.888889	12.888889
def sanitize_tx_data(unspents, outputs, fee, leftover, combine=True, message=None, compressed=True, absolute_fee=False, min_change=0, version='main'): """ sanitize_tx_data() fee is in satoshis per byte. """ outputs = outputs.copy() for i, output in en...	[ "def", "sanitize_tx_data", "(", "unspents", ",", "outputs", ",", "fee", ",", "leftover", ",", "combine", "=", "True", ",", "message", "=", "None", ",", "compressed", "=", "True", ",", "absolute_fee", "=", "False", ",", "min_change", "=", "0", ",", "versi...	34.314815	23.314815
def _get_bmdl_ratio(self, models): """Return BMDL ratio in list of models.""" bmdls = [model.output["BMDL"] for model in models if model.output["BMDL"] > 0] return max(bmdls) / min(bmdls) if len(bmdls) > 0 else 0	[ "def", "_get_bmdl_ratio", "(", "self", ",", "models", ")", ":", "bmdls", "=", "[", "model", ".", "output", "[", "\"BMDL\"", "]", "for", "model", "in", "models", "if", "model", ".", "output", "[", "\"BMDL\"", "]", ">", "0", "]", "return", "max", "(", ...	46.6	23
def _convertEntities(self, match): """Used in a call to re.sub to replace HTML, XML, and numeric entities with the appropriate Unicode characters. If HTML entities are being converted, any unrecognized entities are escaped.""" x = match.group(1) if self.convertHTMLEntitie...	[ "def", "_convertEntities", "(", "self", ",", "match", ")", ":", "x", "=", "match", ".", "group", "(", "1", ")", "if", "self", ".", "convertHTMLEntities", "and", "x", "in", "name2codepoint", ":", "return", "unichr", "(", "name2codepoint", "[", "x", "]", ...	38.791667	11.708333
def spec(self): """Return a SourceSpec to describe this source""" from ambry_sources.sources import SourceSpec d = self.dict d['url'] = self.url # Will get the URL twice; once as ref and once as URL, but the ref is ignored return SourceSpec(**d)	[ "def", "spec", "(", "self", ")", ":", "from", "ambry_sources", ".", "sources", "import", "SourceSpec", "d", "=", "self", ".", "dict", "d", "[", "'url'", "]", "=", "self", ".", "url", "# Will get the URL twice; once as ref and once as URL, but the ref is ignored", ...	28.7	24.4
def _extended_gcd(self, a, b): """ Extended Euclidean algorithms to solve Bezout's identity: ax + by = gcd(x, y) Finds one particular solution for x, y: s, t Returns: gcd, s, t """ s, old_s = 0, 1 t, old_t = 1, 0 r, old_r = b, a while ...	[ "def", "_extended_gcd", "(", "self", ",", "a", ",", "b", ")", ":", "s", ",", "old_s", "=", "0", ",", "1", "t", ",", "old_t", "=", "1", ",", "0", "r", ",", "old_r", "=", "b", ",", "a", "while", "r", ":", "quotient", "=", "old_r", "//", "r", ...	32.3125	10.9375
async def connect(self, timeout=None): """ Connects to the Lavalink player event websocket. Parameters ---------- timeout : int Time after which to timeout on attempting to connect to the Lavalink websocket, ``None`` is considered never, but the underlyin...	[ "async", "def", "connect", "(", "self", ",", "timeout", "=", "None", ")", ":", "self", ".", "_is_shutdown", "=", "False", "combo_uri", "=", "\"ws://{}:{}\"", ".", "format", "(", "self", ".", "host", ",", "self", ".", "rest", ")", "uri", "=", "\"ws://{}...	32.880952	24.642857
def apply_link_ref(offset: int, length: int, value: bytes, bytecode: bytes) -> bytes: """ Returns the new bytecode with `value` put into the location indicated by `offset` and `length`. """ try: validate_empty_bytes(offset, length, bytecode) except ValidationError: raise BytecodeLink...	[ "def", "apply_link_ref", "(", "offset", ":", "int", ",", "length", ":", "int", ",", "value", ":", "bytes", ",", "bytecode", ":", "bytes", ")", "->", "bytes", ":", "try", ":", "validate_empty_bytes", "(", "offset", ",", "length", ",", "bytecode", ")", "...	35.6875	25.1875
def get_document( self, name, mask=None, transaction=None, read_time=None, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None, ): """ Gets a single document. Example: ...	[ "def", "get_document", "(", "self", ",", "name", ",", "mask", "=", "None", ",", "transaction", "=", "None", ",", "read_time", "=", "None", ",", "retry", "=", "google", ".", "api_core", ".", "gapic_v1", ".", "method", ".", "DEFAULT", ",", "timeout", "="...	43.225806	26.989247
def reset(self, force): """Connect to the assigned bucket or create if needed. Clear all the blobs inside.""" client = self.create_client() bucket = client.lookup_bucket(self.bucket_name) if bucket is not None: if not force: self._log.error("Bucket already exi...	[ "def", "reset", "(", "self", ",", "force", ")", ":", "client", "=", "self", ".", "create_client", "(", ")", "bucket", "=", "client", ".", "lookup_bucket", "(", "self", ".", "bucket_name", ")", "if", "bucket", "is", "not", "None", ":", "if", "not", "f...	47.071429	13.571429
def remove_non_ascii(input_string): """Remove non-ascii characters Source: http://stackoverflow.com/a/1342373 """ no_ascii = "".join(i for i in input_string if ord(i) < 128) return no_ascii	[ "def", "remove_non_ascii", "(", "input_string", ")", ":", "no_ascii", "=", "\"\"", ".", "join", "(", "i", "for", "i", "in", "input_string", "if", "ord", "(", "i", ")", "<", "128", ")", "return", "no_ascii" ]	34	9.166667
def remove(self, layers): """ Remove one or more layers from the stack of masking layers. Args: layers: An int, string or list of strings and/or ints. Ints are interpreted as indices in the stack to remove; strings are interpreted as names of layers to remove....	[ "def", "remove", "(", "self", ",", "layers", ")", ":", "if", "not", "isinstance", "(", "layers", ",", "list", ")", ":", "layers", "=", "[", "layers", "]", "for", "l", "in", "layers", ":", "if", "isinstance", "(", "l", ",", "string_types", ")", ":",...	41.761905	17.47619
def simplify_dicts( index, shared, simplify_dicts=SIMPLIFY_DICTS, always_compress=ALWAYS_COMPRESS_DICTS ): """Eliminate "noise" dictionary records from the index index -- overall index of objects (including metadata such as type records) shared -- parent-count mapping for records in index mod...	[ "def", "simplify_dicts", "(", "index", ",", "shared", ",", "simplify_dicts", "=", "SIMPLIFY_DICTS", ",", "always_compress", "=", "ALWAYS_COMPRESS_DICTS", ")", ":", "# things which will have their dictionaries compressed out", "to_delete", "=", "set", "(", ")", "for", "t...	44.631579	19.298246
def is_unused(input, model_file=None, model_proto=None, name=None): """Returns true if input id is unused piece. Args: input: An arbitrary tensor of int32. model_file: The sentencepiece model file path. model_proto: The sentencepiece model serialized proto. Either `model_file` or `mode...	[ "def", "is_unused", "(", "input", ",", "model_file", "=", "None", ",", "model_proto", "=", "None", ",", "name", "=", "None", ")", ":", "return", "_gen_sentencepiece_processor_op", ".", "sentencepiece_get_piece_type", "(", "input", ",", "model_file", "=", "model_...	38.8125	21.125
def prep_search_string(cls, search_string, match_substrings): """Prepares search string as a proper whoosh search string. :param search_string: The search string which should be prepared. :param match_substrings: ``True`` if you want to match substrings, ``False...	[ "def", "prep_search_string", "(", "cls", ",", "search_string", ",", "match_substrings", ")", ":", "if", "sys", ".", "version", "<", "'3'", "and", "not", "isinstance", "(", "search_string", ",", "unicode", ")", ":", "search_string", "=", "search_string", ".", ...	46.894737	17.631579
def connect(self): """Connects the client object to redis. It's safe to use this method even if you are already connected. Note: this method is useless with autoconnect mode (default). Returns: a Future object with True as result if the connection was ok. """ ...	[ "def", "connect", "(", "self", ")", ":", "if", "self", ".", "is_connected", "(", ")", ":", "raise", "tornado", ".", "gen", ".", "Return", "(", "True", ")", "cb1", "=", "self", ".", "_read_callback", "cb2", "=", "self", ".", "_close_callback", "self", ...	43.171429	14.485714
def getAllSensors(self): """ Retrieve all the user's own sensors by iterating over the SensorsGet function @return (list) - Array of sensors """ j = 0 sensors = [] parameters = {'page':0, 'per_page':1000, 'owned':1} while True...	[ "def", "getAllSensors", "(", "self", ")", ":", "j", "=", "0", "sensors", "=", "[", "]", "parameters", "=", "{", "'page'", ":", "0", ",", "'per_page'", ":", "1000", ",", "'owned'", ":", "1", "}", "while", "True", ":", "parameters", "[", "'page'", "]...	30.666667	21
def asdict(self, rawkey=False): r"""Convert Result to dict. Parameters: rawkey(bool): * True: dict key is Descriptor instance * False: dict key is str Returns: dict """ if rawkey: return dict(self.items()) ...	[ "def", "asdict", "(", "self", ",", "rawkey", "=", "False", ")", ":", "if", "rawkey", ":", "return", "dict", "(", "self", ".", "items", "(", ")", ")", "else", ":", "return", "{", "str", "(", "k", ")", ":", "v", "for", "k", ",", "v", "in", "sel...	21.789474	18
def unsign(self, token): """ Extract the data from a signed ``token``. """ if self.max_age is None: data = self.signer.unsign(token) else: data = self.signer.unsign(token, max_age=self.max_age) return signing.b64_decode(data.encode())	[ "def", "unsign", "(", "self", ",", "token", ")", ":", "if", "self", ".", "max_age", "is", "None", ":", "data", "=", "self", ".", "signer", ".", "unsign", "(", "token", ")", "else", ":", "data", "=", "self", ".", "signer", ".", "unsign", "(", "tok...	29.8	13.8
def dragLeaveEvent(self, event): """Clears drop cursor line""" super(AbstractDragView, self).dragLeaveEvent(event) self.dragline = None self.viewport().update() event.accept()	[ "def", "dragLeaveEvent", "(", "self", ",", "event", ")", ":", "super", "(", "AbstractDragView", ",", "self", ")", ".", "dragLeaveEvent", "(", "event", ")", "self", ".", "dragline", "=", "None", "self", ".", "viewport", "(", ")", ".", "update", "(", ")"...	35	10.833333
def fill_form_field(self, field_name, field_value): """Fills given field with given value :param field_name: name of field to fill :param field_value: value with which to fill field """ self.browser.execute_script( "document.getElementsByName(\"" + str( ...	[ "def", "fill_form_field", "(", "self", ",", "field_name", ",", "field_value", ")", ":", "self", ".", "browser", ".", "execute_script", "(", "\"document.getElementsByName(\\\"\"", "+", "str", "(", "field_name", ")", "+", "\"\\\")[0].value = \\\"\"", "+", "str", "("...	41.666667	14.111111
def request_log_level(self, req, msg): """Query or set the current logging level. Parameters ---------- level : {'all', 'trace', 'debug', 'info', 'warn', 'error', 'fatal', \ 'off'}, optional Name of the logging level to set the device server to (the default ...	[ "def", "request_log_level", "(", "self", ",", "req", ",", "msg", ")", ":", "if", "msg", ".", "arguments", ":", "try", ":", "self", ".", "log", ".", "set_log_level_by_name", "(", "msg", ".", "arguments", "[", "0", "]", ")", "except", "ValueError", ",", ...	29.057143	20.685714
def cdpop(): """ Return the last directory. Returns absolute path to new working directory. """ if len(_cdhist) >= 1: old = _cdhist.pop() # Pop from history. os.chdir(old) return old else: return pwd()	[ "def", "cdpop", "(", ")", ":", "if", "len", "(", "_cdhist", ")", ">=", "1", ":", "old", "=", "_cdhist", ".", "pop", "(", ")", "# Pop from history.", "os", ".", "chdir", "(", "old", ")", "return", "old", "else", ":", "return", "pwd", "(", ")" ]	20.666667	17
def has(cmd): """Returns true if the give shell command is available. Examples: :: auxly.shell.has("ls") # True """ helps = ["--help", "-h", "--version"] if "nt" == os.name: helps.insert(0, "/?") fakecmd = "fakecmd" cmderr = strerr(fakecmd).replace(fakecmd, cmd) ...	[ "def", "has", "(", "cmd", ")", ":", "helps", "=", "[", "\"--help\"", ",", "\"-h\"", ",", "\"--version\"", "]", "if", "\"nt\"", "==", "os", ".", "name", ":", "helps", ".", "insert", "(", "0", ",", "\"/?\"", ")", "fakecmd", "=", "\"fakecmd\"", "cmderr"...	25.666667	14.714286
def pretty_str(self, indent=0): """Return a human-readable string representation of this object. Kwargs: indent (int): The amount of spaces to use as indentation. """ spaces = ' ' * indent pretty = spaces + 'class ' + self.name if self.superclasses: ...	[ "def", "pretty_str", "(", "self", ",", "indent", "=", "0", ")", ":", "spaces", "=", "' '", "*", "indent", "pretty", "=", "spaces", "+", "'class '", "+", "self", ".", "name", "if", "self", ".", "superclasses", ":", "superclasses", "=", "', '", ".", "j...	33.2	13.85
def serialize_text_node(self, elt, sw, pyobj): '''Serialize without an element node. ''' self.set_prefix(elt, pyobj) return String.serialize_text_node(self, elt, sw, pyobj)	[ "def", "serialize_text_node", "(", "self", ",", "elt", ",", "sw", ",", "pyobj", ")", ":", "self", ".", "set_prefix", "(", "elt", ",", "pyobj", ")", "return", "String", ".", "serialize_text_node", "(", "self", ",", "elt", ",", "sw", ",", "pyobj", ")" ]	40	13.6
def extract_smiles(s): """Return a list of SMILES identifiers extracted from the string.""" # TODO: This still gets a lot of false positives. smiles = [] for t in s.split(): if len(t) > 2 and SMILES_RE.match(t) and not t.endswith('.') and bracket_level(t) == 0: smiles.append(t) r...	[ "def", "extract_smiles", "(", "s", ")", ":", "# TODO: This still gets a lot of false positives.", "smiles", "=", "[", "]", "for", "t", "in", "s", ".", "split", "(", ")", ":", "if", "len", "(", "t", ")", ">", "2", "and", "SMILES_RE", ".", "match", "(", ...	40.625	20.375
def parse_gmsh(filename, boundary_file): """ Parse a GMSH .msh file and return a dictionary containing the data neccessary to create CRTomo grids """ mesh = {} fid = open(filename, 'r') line = fid.readline() while(line): if(line.startswith('$MeshFormat')): pass ...	[ "def", "parse_gmsh", "(", "filename", ",", "boundary_file", ")", ":", "mesh", "=", "{", "}", "fid", "=", "open", "(", "filename", ",", "'r'", ")", "line", "=", "fid", ".", "readline", "(", ")", "while", "(", "line", ")", ":", "if", "(", "line", "...	42.505618	17.314607
def _configure_device(commands, kwargs): ''' Helper function to send configuration commands to the device over a proxy minion or native minion using NX-API or SSH. ''' if salt.utils.platform.is_proxy(): return __proxy__['nxos.proxy_config'](commands, kwargs) else: return _nxa...	[ "def", "_configure_device", "(", "commands", ",", "", "", "kwargs", ")", ":", "if", "salt", ".", "utils", ".", "platform", ".", "is_proxy", "(", ")", ":", "return", "__proxy__", "[", "'nxos.proxy_config'", "]", "(", "commands", ",", "", "", "kwargs",...	37.888889	19.888889

def get_gicon(self, icon_id: str) -> "Gio.Icon": """Lookup Gio.Icon from udiskie-internal id.""" return Gio.ThemedIcon.new_from_names(self._icon_names[icon_id])

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58

13

def execute(self, driver_command, params=None): """ Sends a command to be executed by a command.CommandExecutor. :Args: - driver_command: The name of the command to execute as a string. - params: A dictionary of named parameters to send with the command. :Returns: ...

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39.962963

19.740741

def ReadUserNotifications(self, username, state=None, timerange=None, cursor=None): """Reads notifications scheduled for a user within a given timerange.""" query = ("SELECT UNIX_TIMESTAMP(timestamp)...

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33.375

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def _check_file_syntax(filename, temp_dir, override_lang=None, enforce=True): """ Checks that the code in FILENAME parses, attempting to autodetect the language if necessary. Raises IOError if the file cannot be read. Raises DXSyntaxError if there is a problem and "enforce" is True. """ de...

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38.557377

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def plotProgenitor(self,d1='x',d2='z',*args,**kwargs): """ NAME: plotProgenitor PURPOSE: plot the progenitor orbit INPUT: d1= plot this on the X axis ('x','y','z','R','phi','vx','vy','vz','vR','vt','ll','bb','dist','pmll','pmbb','vlos') d...

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30.976744

25.348837

def build_data_access(host, port, database_name, collection_name): """ Create data access gateway. :param host: The database server to connect to. :type host: str :param port: Database port. :type port: int :param database_name: Database name. :type datab...

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38.066667

15

def get_user_roles(self, user): """Get roles associated with the given user. Args: user (string): User name. Returns: (list): List of roles that user has. Raises: requests.HTTPError on failure. """ return self.service.get_user_roles(...

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27.928571

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def get_trainer(self, id_, respect_privacy=True, detail=True): """Returns the Trainer object for the ID""" parameters = {} if respect_privacy is False: parameters['statistics'] = 'force' if detail is False: parameters['detail'] = 'low' r = requests.get(api_url+'trainers/'+str(id_)+'/', headers=se...

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39.692308

27.769231

def new_linsolver(name,prop): """ Creates a linear solver. Parameters ---------- name : string prop : string Returns ------- solver : :class:`LinSolver <optalg.lin_solver.LinSolver>` """ if name == 'mumps': return LinSolverMUMPS(prop) elif name == 'supe...

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23.888889

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def write(self, buf): """Write bytes to the stream.""" underflow = self._audio_stream.write(buf) if underflow: logging.warning('SoundDeviceStream write underflow (size: %d)', len(buf)) return len(buf)

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38

14.571429

def time_col_laminar(EnergyDis, Temp, ConcAl, ConcClay, coag, material, DiamTarget, DiamTube, DIM_FRACTAL, RatioHeightDiameter): """Calculate single collision time for laminar flow mediated collisions. Calculated as a function of floc size. """ return (((1/6) * ((6/np.pi)**(1/3)) ...

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50

19.133333

def list_dcm_datain(datain): ''' List all DICOM file paths in the datain dictionary of input data. ''' if not isinstance(datain, dict): raise ValueError('The input is not a dictionary!') dcmlst = [] # list of mu-map DICOM files if 'mumapDCM' in datain: dcmump = os.listdir(datai...

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30.555556

21.037037

def __verify_minion_publish(self, clear_load): ''' Verify that the passed information authorized a minion to execute :param dict clear_load: A publication load from a minion :rtype: bool :return: A boolean indicating if the minion is allowed to publish the command in the load ...

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39.882353

17.372549

def execute_from_command_line(argv=None): """ Currently the only entrypoint (manage.py, demosys-admin) """ if not argv: argv = sys.argv # prog_name = argv[0] system_commands = find_commands(system_command_dir()) project_commands = find_commands(project_command_dir()) project_pa...

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30.785714

13.928571

def _wrap_jinja_filter(self, function): """Propagate exceptions as undefined values filter.""" def wrapper(*args, **kwargs): """Filter wrapper.""" try: return function(*args, **kwargs) except Exception: # pylint: disable=broad-except r...

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37.933333

13.866667

def _read_conf_file(path): ''' Read in a config file from a given path and process it into a dictionary ''' log.debug('Reading configuration from %s', path) with salt.utils.files.fopen(path, 'r') as conf_file: try: conf_opts = salt.utils.yaml.safe_load(conf_file) or {} ex...

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46

24.428571

def execute(helper, config, args): """ Lists environments """ versions = helper.get_versions() out("Deployed versions:") for version in versions: out(version)

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22.875

8.875

def _get_appoptics(options): ''' Return an appoptics connection object. ''' conn = appoptics_metrics.connect( options.get('api_token'), sanitizer=appoptics_metrics.sanitize_metric_name, hostname=options.get('api_url')) log.info("Connected to appoptics.") return conn

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30.5

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def connect(self, dest_pair): """ Connects to the specified destination through a proxy. Uses the same API as socket's connect(). To select the proxy server, use set_proxy(). dest_pair - 2-tuple of (IP/hostname, port). """ if len(dest_pair) != 2 or dest_pair[0].s...

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38.634146

20.073171

def trajectory(self, ini, end, delta, mass_coo, age_in_sec=False, online=False): """ create a trajectory out of a stellar model Parameters ---------- ini : integer Initial model, inital cycle number. end : integer Final model, f...

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36.891304

19.391304

def process_features_online(self, corpus, input_features, output_path, chunk_size=1): """ Process all features of the given corpus and save the processed features in a feature-container. The features are processed in **online** mode, chunk by chunk. Args: corpus (Corpus): Th...

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40.680851

28.510638

def make_cookie(name, load, seed, expire=0, domain="", path="", timestamp=""): """ Create and return a cookie :param name: Cookie name :param load: Cookie load :param seed: A seed for the HMAC function :param expire: Number of minutes before this cookie goes stale :param dom...

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35.148148

15.518519

def i2b(self, pkt, x): """Convert internal value to internal value""" if type(x) is str: x = bytes([ ord(i) for i in x ]) return x

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32

11.6

def submit_statistics(self): """ Upload the database to the FTP server. Only submit new information contained in the partial database. Merge the partial database back into master after a successful upload. """ if not self._hq.get('api_key', False) or not self._enabled: ...

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43.623188

21.623188

def run(self, args): """Parse command line arguments, and run rflint""" self.args = self.parse_and_process_args(args) if self.args.version: print(__version__) return 0 if self.args.rulefile: for filename in self.args.rulefile: ...

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29.444444

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def view_component_planes(self, dimensions=None, figsize=None, colormap=cm.Spectral_r, colorbar=False, bestmatches=False, bestmatchcolors=None, labels=None, zoom=None, filename=None): """Observe the component planes in the...

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53.906977

21.255814

def get(self, identity): """ Constructs a EntityContext :param identity: Unique identity of the Entity :returns: twilio.rest.authy.v1.service.entity.EntityContext :rtype: twilio.rest.authy.v1.service.entity.EntityContext """ return EntityContext(self._version, s...

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37.3

23.5

def switch_client(self): """ Switch client to this session. Raises ------ :exc:`exc.LibTmuxException` """ proc = self.cmd('switch-client', '-t%s' % self.id) if proc.stderr: raise exc.LibTmuxException(proc.stderr)

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21.461538

18.538462

def new_image_like(self, data): """ Create a new ANTsImage with the same header information, but with a new image array. Arguments --------- data : ndarray or py::capsule New array or pointer for the image. It must have the same shape as the cur...

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38.928571

23.428571

def validate_data_privacy(request, data, wrapper_kw=None): """ Validate :data: contains only data allowed by privacy settings. :param request: Pyramid Request instance :param data: Dict containing request/response data which should be validated """ from nefertari import wrappers if wrap...

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34.947368

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def get(self, name=None): """ Gets a list of all recipes, which are registered by the current plugin. If a name is provided, only the requested recipe is returned or None. :param: name: Name of the recipe """ return self.__app.recipes.get(name, self._plugin)

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37.5

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def squad(R_in, t_in, t_out): """Spherical "quadrangular" interpolation of rotors with a cubic spline This is the best way to interpolate rotations. It uses the analog of a cubic spline, except that the interpolant is confined to the rotor manifold in a natural way. Alternative methods involving ...

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def get_objective_banks(self): """Pass through to provider ObjectiveBankLookupSession.get_objective_banks""" # Implemented from kitosid template for - # osid.resource.BinLookupSession.get_bins_template catalogs = self._get_provider_session('objective_bank_lookup_session').get_objective_b...

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def _createBitpattern(functioncode, value): """Create the bit pattern that is used for writing single bits. This is basically a storage of numerical constants. Args: * functioncode (int): can be 5 or 15 * value (int): can be 0 or 1 Returns: The bit pattern (string). Raise...

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23.066667

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def load_recipe(self): '''load will return a loaded in singularity recipe. The idea is that these sections can then be parsed into a Dockerfile, or printed back into their original form. Returns ======= config: a parsed recipe Singularity recipe ''...

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def p_function_call(p): """ FunctionCall : FuncQName FormalArguments """ # FIXME: This production also matches NodeType() or # processing-instruction("foo"), which are technically NodeTest qname = p[1] p[0] = ast.FunctionCall(qname[0], qname[1], p[2])

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def get_required_columns(self): """Lists names of columns that have required fields.""" required_columns = [] if self.formset_class: empty_form = self.get_formset().empty_form for column in self.columns.values(): field = empty_form.fields.get(column.name) ...

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44.4

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def clear_xcom_data(self, session=None): """ Clears all XCom data from the database for the task instance """ session.query(XCom).filter( XCom.dag_id == self.dag_id, XCom.task_id == self.task_id, XCom.execution_date == self.execution_date ).del...

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34.1

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def get_all_attributes(klass_or_instance): """Get all attribute members (attribute, property style method). """ pairs = list() for attr, value in inspect.getmembers( klass_or_instance, lambda x: not inspect.isroutine(x)): if not (attr.startswith("__") or attr.endswith("__")): ...

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40.111111

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def from_html(html, url=None, download_date=None): """ Extracts relevant information from an HTML page given as a string. This function does not invoke scrapy but only uses the article extractor. If you have the original URL make sure to provide it as this helps NewsPlease to extract the...

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def identify_vcs(repo_url, guess=False, repo_aliases=REPO_ALIASES): """ Determines the type of repo that `repo_url` represents. :param repo_url: Repo URL of unknown type. :returns: VCS type (git, hg, etc) or raises UnknownVCS exception. """ repo_url = unicode(repo_url) # Do basic alias chec...

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def get_config(self): """ Load user configuration or return default when not found. :rtype: :class:`Configuration` """ if not self._config: namespace = {} if os.path.exists(self.config_path): execfile(self.config_path, namespace) ...

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30.538462

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def _add_page(self, text): """ Helper function for PDFText, to have the document add a page, and retry adding a large block of text that would otherwise have been to long for the page. """ save_cursor = self.parent.document.page.cursor.copy() ...

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38.461538

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def participate(self, identity, experiment_name, variant): """ Set the variant for a specific user and mark a participation for the experiment. Participation will *only* be marked for visitors who have been verified as humans (to avoid skewing reports with requests from bots and...

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42.5

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def connect_to_region(region_name, **kw_params): """ Given a valid region name, return a :class:`boto.sns.connection.SNSConnection`. :type: str :param region_name: The name of the region to connect to. :rtype: :class:`boto.sns.connection.SNSConnection` or ``None`` :return: A connectio...

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32.625

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def aggregate(self, instance, owner): """Given an instance and a class, aggregate together some panglers. Walks every class in the MRO of the `owner` class, including `owner`, collecting panglers exposed as `self.attr_name`. The resulting pangler will be bound to the provided `instance`...

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32.916667

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def get_field_type(info): """A field python type""" type_ = info.get_type() cls = get_field_class(type_) field = cls(info, type_, None) field.setup() return field.py_type

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18.8

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def twoslice(field, center=None, size=6.0, cmap='bone_r', vmin=0, vmax=1, orientation='vertical', figpad=1.09, off=0.01): """ Plot two parts of the ortho view, the two sections given by ``orientation``. """ center = center or [i//2 for i in field.shape] slices = [] for i,c in enumerate(c...

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30.666667

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def get_component(self, component_name): """ Looks up a component by its name. Args: component_name: The name of the component to look up. Returns: The component for the provided name or None if there is no such component. """ mapping = self.get_c...

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36.272727

18.272727

def spawn_uwsgi(self, only=None): """Spawns uWSGI process(es) which will use configuration(s) from the module. Returns list of tuples: (configuration_alias, uwsgi_process_id) If only one configuration found current process (uwsgiconf) is replaced with a new one (uWSGI), oth...

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33.90625

23.625

def _spectral_norm(self): """ spectral normalization """ w = self.params.get('weight').data(self.ctx) w_mat = nd.reshape(w, [w.shape[0], -1]) _u = self.u.data(self.ctx) _v = None for _ in range(POWER_ITERATION): _v = nd.L2Normalization(nd.dot(_u, w_mat)) ...

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27.2

18.2

def create_all(cls, list_of_kwargs): """Batch method for creating a list of instances Args: list_of_kwargs(list of dicts): hereA list of dicts where each dict denotes the keyword args that you would pass to the create method separately Examples: ...

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34.8

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def get_dom(self) -> str: """ Retrieves the current value of the DOM for the step """ if self.is_running: return self.dumps() if self.dom is not None: return self.dom dom = self.dumps() self.dom = dom return dom

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22.916667

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def redirect_stderr(self, enabled=True, log_level=logging.ERROR): """ Redirect sys.stderr to file-like object. """ if enabled: if self.__stderr_wrapper: self.__stderr_wrapper.update_log_level(log_level=log_level) else: self.__stderr...

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36

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def _get_multiparts(response): """ From this 'multipart/parallel; boundary="874e43d27ec6d83f30f37841bdaf90c7"; charset=utf-8' get this --874e43d27ec6d83f30f37841bdaf90c7 """ boundary = None for part in response.headers.get('Content-Type', '').split(';'): ...

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33.714286

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def _pfp__add_child(self, name, child, stream=None, overwrite=False): """Add a child to the Struct field. If multiple consecutive fields are added with the same name, an implicit array will be created to store all fields of that name. :param str name: The name of the child :para...

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51.095238

20.095238

def layer(op): '''Decorator for composable network layers.''' def layer_decorated(self, *args, **kwargs): # Automatically set a name if not provided. name = kwargs.setdefault('name', self.get_unique_name(op.__name__)) # Figure out the layer inputs. if len(self.terminals) == 0: ...

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38.391304

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def upload_file(self, local_path, remote_path): """ Upload a file from the local filesystem to the remote host :type local_path: str :param local_path: path of local file to upload :type remote_path: str :param remote_path: destination path of upload on remote host ...

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45.526316

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def get_all_pipelines(app=''): """Get a list of all the Pipelines in _app_. Args: app (str): Name of Spinnaker Application. Returns: requests.models.Response: Response from Gate containing Pipelines. """ url = '{host}/applications/{app}/pipelineConfigs'.format(host=API_URL, app=ap...

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29.368421

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def _normalize_hparams(hparams): """Normalize a dict keyed by `HParam`s and/or raw strings. Args: hparams: A `dict` whose keys are `HParam` objects and/or strings representing hyperparameter names, and whose values are hyperparameter values. No two keys may have the same name. Returns: A `di...

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31.083333

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def reorder_nodes_before_add_or_move(self, pos, newpos, newdepth, target, siblings, oldpath=None, movebranch=False): """ Handles the reordering of nodes and branches when adding/moving nodes. :returns: A t...

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44.539216

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def _get_base(server_certificate, **conn): """Fetch the base IAM Server Certificate.""" server_certificate['_version'] = 1 # Get the initial cert details: cert_details = get_server_certificate_api(server_certificate['ServerCertificateName'], **conn) if cert_details: server_certificate.upda...

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47.411765

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def _getScalesDiag(self,termx=0): """ Internal function for parameter initialization Uses 2 term single trait model to get covar params for initialization Args: termx: non-noise term terms that is used for initialization """ assert self.P>1, 'VarianceDec...

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55.357143

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def set_centralized_assembled_values(self, a): """Set assembled matrix values on processor 0.""" if self.myid != 0: return assert a.size == self.id.nz self._refs.update(a=a) self.id.a = self.cast_array(a)

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35.714286

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async def peers(self): """Returns the current Raft peer set Returns: Collection: addresses of peers This endpoint retrieves the Raft peers for the datacenter in which the agent is running. It returns a collection of addresses, such as:: [ "10.1.1...

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32.619048

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def update_group(self, group_id, group, force=False, minimal=True): """Update a group. Applies writable settings in `group` to `group_id` Note: this method can not be used to rename groups. :param str group_id: target group ID :param group: group settings :type group: :...

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38.416667

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def dump_model_data(request, app_label, model_label): """Exports data from a model. """ return dump_to_response(request, '%s.%s' % (app_label, model_label), [], '-'.join((app_label, model_label)))

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46.4

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def fit(self, X, y): """ Fit the model using X, y as training data. Parameters ---------- X : {array-like, sparse matrix} of shape [n_samples, n_features] Training vectors, where n_samples is the number of samples and n_features is the number of features....

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32.2

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def remove_variable(self, variable, *, implied=True, verbose=True): """Remove variable from data. Parameters ---------- variable : int or str Variable index or name to remove. implied : boolean (optional) Toggle deletion of other variables that start with...

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37.183673

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def convert_mask_to_pil(mask, real=True): """Convert Mask to PIL Image.""" from PIL import Image header = mask._layer._psd._record.header channel_ids = [ci.id for ci in mask._layer._record.channel_info] if real and mask._has_real(): width = mask._data.real_right - mask._data.real_left ...

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43.578947

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def ilx_conv(graph, prefix, ilx_start): """ convert a set of temporary identifiers to ilx and modify the graph in place """ to_sub = set() for subject in graph.subjects(rdflib.RDF.type, rdflib.OWL.Class): if PREFIXES[prefix] in subject: to_sub.add(subject) ilx_base = 'ilx_{:0>7}' ...

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35.34375

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def fso_makedirs(self, path, mode=None): 'overlays os.makedirs()' path = self.abs(path) cur = '/' segments = path.split('/') for idx, seg in enumerate(segments): cur = os.path.join(cur, seg) try: st = self.fso_stat(cur) except OSError: st = None if st is None:...

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28.888889

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def sanitize_tx_data(unspents, outputs, fee, leftover, combine=True, message=None, compressed=True, absolute_fee=False, min_change=0, version='main'): """ sanitize_tx_data() fee is in satoshis per byte. """ outputs = outputs.copy() for i, output in en...

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34.314815

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def _get_bmdl_ratio(self, models): """Return BMDL ratio in list of models.""" bmdls = [model.output["BMDL"] for model in models if model.output["BMDL"] > 0] return max(bmdls) / min(bmdls) if len(bmdls) > 0 else 0

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def _convertEntities(self, match): """Used in a call to re.sub to replace HTML, XML, and numeric entities with the appropriate Unicode characters. If HTML entities are being converted, any unrecognized entities are escaped.""" x = match.group(1) if self.convertHTMLEntitie...

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def spec(self): """Return a SourceSpec to describe this source""" from ambry_sources.sources import SourceSpec d = self.dict d['url'] = self.url # Will get the URL twice; once as ref and once as URL, but the ref is ignored return SourceSpec(**d)

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def _extended_gcd(self, a, b): """ Extended Euclidean algorithms to solve Bezout's identity: a*x + b*y = gcd(x, y) Finds one particular solution for x, y: s, t Returns: gcd, s, t """ s, old_s = 0, 1 t, old_t = 1, 0 r, old_r = b, a while ...

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async def connect(self, timeout=None): """ Connects to the Lavalink player event websocket. Parameters ---------- timeout : int Time after which to timeout on attempting to connect to the Lavalink websocket, ``None`` is considered never, but the underlyin...

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def apply_link_ref(offset: int, length: int, value: bytes, bytecode: bytes) -> bytes: """ Returns the new bytecode with `value` put into the location indicated by `offset` and `length`. """ try: validate_empty_bytes(offset, length, bytecode) except ValidationError: raise BytecodeLink...

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def get_document( self, name, mask=None, transaction=None, read_time=None, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None, ): """ Gets a single document. Example: ...

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def reset(self, force): """Connect to the assigned bucket or create if needed. Clear all the blobs inside.""" client = self.create_client() bucket = client.lookup_bucket(self.bucket_name) if bucket is not None: if not force: self._log.error("Bucket already exi...

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def remove_non_ascii(input_string): """Remove non-ascii characters Source: http://stackoverflow.com/a/1342373 """ no_ascii = "".join(i for i in input_string if ord(i) < 128) return no_ascii

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def remove(self, layers): """ Remove one or more layers from the stack of masking layers. Args: layers: An int, string or list of strings and/or ints. Ints are interpreted as indices in the stack to remove; strings are interpreted as names of layers to remove....

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def simplify_dicts( index, shared, simplify_dicts=SIMPLIFY_DICTS, always_compress=ALWAYS_COMPRESS_DICTS ): """Eliminate "noise" dictionary records from the index index -- overall index of objects (including metadata such as type records) shared -- parent-count mapping for records in index mod...

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def is_unused(input, model_file=None, model_proto=None, name=None): """Returns true if input id is unused piece. Args: input: An arbitrary tensor of int32. model_file: The sentencepiece model file path. model_proto: The sentencepiece model serialized proto. Either `model_file` or `mode...

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def prep_search_string(cls, search_string, match_substrings): """Prepares search string as a proper whoosh search string. :param search_string: The search string which should be prepared. :param match_substrings: ``True`` if you want to match substrings, ``False...

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def connect(self): """Connects the client object to redis. It's safe to use this method even if you are already connected. Note: this method is useless with autoconnect mode (default). Returns: a Future object with True as result if the connection was ok. """ ...

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def getAllSensors(self): """ Retrieve all the user's own sensors by iterating over the SensorsGet function @return (list) - Array of sensors """ j = 0 sensors = [] parameters = {'page':0, 'per_page':1000, 'owned':1} while True...

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def asdict(self, rawkey=False): r"""Convert Result to dict. Parameters: rawkey(bool): * True: dict key is Descriptor instance * False: dict key is str Returns: dict """ if rawkey: return dict(self.items()) ...

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def unsign(self, token): """ Extract the data from a signed ``token``. """ if self.max_age is None: data = self.signer.unsign(token) else: data = self.signer.unsign(token, max_age=self.max_age) return signing.b64_decode(data.encode())

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def dragLeaveEvent(self, event): """Clears drop cursor line""" super(AbstractDragView, self).dragLeaveEvent(event) self.dragline = None self.viewport().update() event.accept()

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35

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def fill_form_field(self, field_name, field_value): """Fills given field with given value :param field_name: name of field to fill :param field_value: value with which to fill field """ self.browser.execute_script( "document.getElementsByName(\"" + str( ...

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41.666667

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def request_log_level(self, req, msg): """Query or set the current logging level. Parameters ---------- level : {'all', 'trace', 'debug', 'info', 'warn', 'error', 'fatal', \ 'off'}, optional Name of the logging level to set the device server to (the default ...

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def cdpop(): """ Return the last directory. Returns absolute path to new working directory. """ if len(_cdhist) >= 1: old = _cdhist.pop() # Pop from history. os.chdir(old) return old else: return pwd()

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20.666667

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def has(cmd): """Returns true if the give shell command is available. **Examples**: :: auxly.shell.has("ls") # True """ helps = ["--help", "-h", "--version"] if "nt" == os.name: helps.insert(0, "/?") fakecmd = "fakecmd" cmderr = strerr(fakecmd).replace(fakecmd, cmd) ...

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def pretty_str(self, indent=0): """Return a human-readable string representation of this object. Kwargs: indent (int): The amount of spaces to use as indentation. """ spaces = ' ' * indent pretty = spaces + 'class ' + self.name if self.superclasses: ...

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33.2

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def serialize_text_node(self, elt, sw, pyobj): '''Serialize without an element node. ''' self.set_prefix(elt, pyobj) return String.serialize_text_node(self, elt, sw, pyobj)

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40

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def extract_smiles(s): """Return a list of SMILES identifiers extracted from the string.""" # TODO: This still gets a lot of false positives. smiles = [] for t in s.split(): if len(t) > 2 and SMILES_RE.match(t) and not t.endswith('.') and bracket_level(t) == 0: smiles.append(t) r...

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40.625

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def parse_gmsh(filename, boundary_file): """ Parse a GMSH .msh file and return a dictionary containing the data neccessary to create CRTomo grids """ mesh = {} fid = open(filename, 'r') line = fid.readline() while(line): if(line.startswith('$MeshFormat')): pass ...

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def _configure_device(commands, **kwargs): ''' Helper function to send configuration commands to the device over a proxy minion or native minion using NX-API or SSH. ''' if salt.utils.platform.is_proxy(): return __proxy__['nxos.proxy_config'](commands, **kwargs) else: return _nxa...

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