kejian/codesearchnet-python-rebalanced · Datasets at Hugging Face

text stringlengths 75 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 0.18
def query_keywords_empty(kind='1'): ''' Query keywords, empty. ''' return TabPost.select().where((TabPost.kind == kind) & (TabPost.keywords == ''))	[ "def", "query_keywords_empty", "(", "kind", "=", "'1'", ")", ":", "return", "TabPost", ".", "select", "(", ")", ".", "where", "(", "(", "TabPost", ".", "kind", "==", "kind", ")", "&", "(", "TabPost", ".", "keywords", "==", "''", ")", ")" ]	35	0.01676
def sync(data, idx, aggregate=None, pad=True, axis=-1): """Synchronous aggregation of a multi-dimensional array between boundaries .. note:: In order to ensure total coverage, boundary points may be added to `idx`. If synchronizing a feature matrix against beat tracker output, ensure ...	[ "def", "sync", "(", "data", ",", "idx", ",", "aggregate", "=", "None", ",", "pad", "=", "True", ",", "axis", "=", "-", "1", ")", ":", "if", "aggregate", "is", "None", ":", "aggregate", "=", "np", ".", "mean", "shape", "=", "list", "(", "data", ...	32.047619	0.001201
def load(self): """ Load each path in order. Remember paths already loaded and only load new ones. """ data = self.dict_class() for path in self.paths: if path in self.paths_loaded: continue try: with open(path, 'r') as file: ...	[ "def", "load", "(", "self", ")", ":", "data", "=", "self", ".", "dict_class", "(", ")", "for", "path", "in", "self", ".", "paths", ":", "if", "path", "in", "self", ".", "paths_loaded", ":", "continue", "try", ":", "with", "open", "(", "path", ",", ...	37.944444	0.008571
def clacks_overhead(fn): """ A Django view decorator that will add the `X-Clacks-Overhead` header. Usage: @clacks_overhead def my_view(request): return my_response """ @wraps(fn) def _wrapped(args, kw): response = fn(args, **kw) response['X-Clac...	[ "def", "clacks_overhead", "(", "fn", ")", ":", "@", "wraps", "(", "fn", ")", "def", "_wrapped", "(", "", "args", ",", "", "", "kw", ")", ":", "response", "=", "fn", "(", "", "args", ",", "", "", "kw", ")", "response", "[", "'X-Clacks-Overhe...	21.388889	0.002488
def onAuthenticate(self, signature, extra): """ Callback fired when a client responds to an authentication challenge. """ log.msg("onAuthenticate: {} {}".format(signature, extra)) ## if there is a pending auth, and the signature provided by client matches .. if self._pen...	[ "def", "onAuthenticate", "(", "self", ",", "signature", ",", "extra", ")", ":", "log", ".", "msg", "(", "\"onAuthenticate: {} {}\"", ".", "format", "(", "signature", ",", "extra", ")", ")", "## if there is a pending auth, and the signature provided by client matches .."...	37.333333	0.023939
def get_next_step(self): """Find the proper step when user clicks the Next button. :returns: The step to be switched to :rtype: WizardStep """ layer_purpose = self.parent.step_kw_purpose.selected_purpose() if layer_purpose != layer_purpose_aggregation: subcat...	[ "def", "get_next_step", "(", "self", ")", ":", "layer_purpose", "=", "self", ".", "parent", ".", "step_kw_purpose", ".", "selected_purpose", "(", ")", "if", "layer_purpose", "!=", "layer_purpose_aggregation", ":", "subcategory", "=", "self", ".", "parent", ".", ...	40.470588	0.000946
def _get_dependency_order(g, node_list): """Return list of nodes as close as possible to the ordering in node_list, but with child nodes earlier in the list than parents.""" access_ = accessibility(g) deps = dict((k, set(v) - set([k])) for k, v in access_.iteritems()) nodes = node_list + list(set(g....	[ "def", "_get_dependency_order", "(", "g", ",", "node_list", ")", ":", "access_", "=", "accessibility", "(", "g", ")", "deps", "=", "dict", "(", "(", "k", ",", "set", "(", "v", ")", "-", "set", "(", "[", "k", "]", ")", ")", "for", "k", ",", "v",...	31.444444	0.001143
def examples(self): """Return example functions in the space. Example functions include: Zero One Heaviside function Hypercube characteristic function Hypersphere characteristic function Gaussian Linear gradients """ # TODO: adapt...	[ "def", "examples", "(", "self", ")", ":", "# TODO: adapt for tensor-valued functions", "# Get the points and calculate some statistics on them", "mins", "=", "self", ".", "domain", ".", "min", "(", ")", "maxs", "=", "self", ".", "domain", ".", "max", "(", ")", "me...	31.726027	0.000838
def render(self, args, kwargs): """Override so each html page served have a doctype""" return self.doctype.render() + super().render(args, **kwargs)	[ "def", "render", "(", "self", ",", "", "args", ",", "", "", "kwargs", ")", ":", "return", "self", ".", "doctype", ".", "render", "(", ")", "+", "super", "(", ")", ".", "render", "(", "", "args", ",", "", "", "kwargs", ")" ]	55.333333	0.011905
def start_receive(self, fd, data=None): """ Cause :meth:`poll` to yield `data` when `fd` is readable. """ self._rfds[fd] = (data or fd, self._generation) self._update(fd)	[ "def", "start_receive", "(", "self", ",", "fd", ",", "data", "=", "None", ")", ":", "self", ".", "_rfds", "[", "fd", "]", "=", "(", "data", "or", "fd", ",", "self", ".", "_generation", ")", "self", ".", "_update", "(", "fd", ")" ]	34.166667	0.009524
def observer(names_or_instance, names=None, func=None, change_only=False): """Specify a callback function that will fire on Property value change Observer functions on a HasProperties class fire after the observed Property or Properties have been changed (unlike validator functions that fire on set bef...	[ "def", "observer", "(", "names_or_instance", ",", "names", "=", "None", ",", "func", "=", "None", ",", "change_only", "=", "False", ")", ":", "mode", "=", "'observe_change'", "if", "change_only", "else", "'observe_set'", "if", "names", "is", "None", "and", ...	41.290909	0.00043
def do_POST(self): """ This method will be called for each POST request to one of the listener ports. It parses the CIM-XML export message and delivers the contained CIM indication to the stored listener object. """ # Accept header check described in DSP0200 ...	[ "def", "do_POST", "(", "self", ")", ":", "# Accept header check described in DSP0200", "accept", "=", "self", ".", "headers", ".", "get", "(", "'Accept'", ",", "'text/xml'", ")", "if", "accept", "not", "in", "(", "'text/xml'", ",", "'application/xml'", ",", "'...	42.228395	0.000286
def add_shot(self, shot): """Add a Shot to :attr:`shots`, applying our survey's :attr:`declination` to it.""" shot.declination = self.declination if shot.is_splay: self.splays[shot['FROM']].append(shot) self.shots.append(shot)	[ "def", "add_shot", "(", "self", ",", "shot", ")", ":", "shot", ".", "declination", "=", "self", ".", "declination", "if", "shot", ".", "is_splay", ":", "self", ".", "splays", "[", "shot", "[", "'FROM'", "]", "]", ".", "append", "(", "shot", ")", "s...	44.166667	0.011111
def help_center_category_translation_update(self, category_id, locale, data, **kwargs): "https://developer.zendesk.com/rest_api/docs/help_center/translations#update-translation" api_path = "/api/v2/help_center/categories/{category_id}/translations/{locale}.json" api_path = api_path.format(catego...	[ "def", "help_center_category_translation_update", "(", "self", ",", "category_id", ",", "locale", ",", "data", ",", "", "", "kwargs", ")", ":", "api_path", "=", "\"/api/v2/help_center/categories/{category_id}/translations/{locale}.json\"", "api_path", "=", "api_path", "...	83.8	0.01182
def _user_input() -> str: """ A helper function which waits for user multi-line input. :return: A string input by user, separated by ``'\\n'``. """ lines = [] try: while True: line = input() if line != '': lines.append(line) else: ...	[ "def", "_user_input", "(", ")", "->", "str", ":", "lines", "=", "[", "]", "try", ":", "while", "True", ":", "line", "=", "input", "(", ")", "if", "line", "!=", "''", ":", "lines", ".", "append", "(", "line", ")", "else", ":", "break", "except", ...	23.294118	0.002427
def specialInterpretValue(value,index,args,*kwargs): """Interprets a passed value. In this order: - If it's callable, call it with the parameters provided - If it's a tuple/list/dict and index is not None, look up index within the tuple/list/dict - Else, just return it """ if callable(valu...	[ "def", "specialInterpretValue", "(", "value", ",", "index", ",", "", "args", ",", "", "", "kwargs", ")", ":", "if", "callable", "(", "value", ")", ":", "return", "value", "(", "", "args", ",", "", "", "kwargs", ")", "if", "index", "is", "not"...	54.333333	0.024145
def safe_execfile(self, fname, where, *kw): """A safe version of the builtin execfile(). This version will never throw an exception, but instead print helpful error messages to the screen. This only works on pure Python files with the .py extension. Parameters ------...	[ "def", "safe_execfile", "(", "self", ",", "fname", ",", "", "where", ",", "", "*", "kw", ")", ":", "kw", ".", "setdefault", "(", "'exit_ignore'", ",", "False", ")", "kw", ".", "setdefault", "(", "'raise_exceptions'", ",", "False", ")", "fname", "=", ...	40.183333	0.002024
def from_dict(cls, ctx): 'Instance a new structure from a Python dictionary.' ctx = Context(ctx) s = cls() ContextFlags = ctx['ContextFlags'] setattr(s, 'ContextFlags', ContextFlags) if (ContextFlags & CONTEXT_DEBUG_REGISTERS) == CONTEXT_DEBUG_REGISTERS: for k...	[ "def", "from_dict", "(", "cls", ",", "ctx", ")", ":", "ctx", "=", "Context", "(", "ctx", ")", "s", "=", "cls", "(", ")", "ContextFlags", "=", "ctx", "[", "'ContextFlags'", "]", "setattr", "(", "s", ",", "'ContextFlags'", ",", "ContextFlags", ")", "if...	47.230769	0.002394
def interpolate_with(self, other_tf, t): """Interpolate with another rigid transformation. Parameters ---------- other_tf : :obj:`RigidTransform` The transform to interpolate with. t : float The interpolation step in [0,1], where 0 favors this RigidTrans...	[ "def", "interpolate_with", "(", "self", ",", "other_tf", ",", "t", ")", ":", "if", "t", "<", "0", "or", "t", ">", "1", ":", "raise", "ValueError", "(", "'Must interpolate between 0 and 1'", ")", "interp_translation", "=", "(", "1.0", "-", "t", ")", "*", ...	34	0.011834
def catch_nb_assignment(func): """ Wrapper to catch `nb` keyword arguments This helps catch `nb` keyword arguments and assign onto self when passed to the wrapped function. Used for callback methods when the caller may optionally have a new copy of the originally wrapped `nb` object. """ ...	[ "def", "catch_nb_assignment", "(", "func", ")", ":", "@", "wraps", "(", "func", ")", "def", "wrapper", "(", "self", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "nb", "=", "kwargs", ".", "get", "(", "'nb'", ")", "if", "nb", ":", "# Reassi...	27.75	0.001742
def num_tasks(self, work_spec_name): '''Get the total number of work units for some work spec.''' return self.num_finished(work_spec_name) + \ self.num_failed(work_spec_name) + \ self.registry.len(WORK_UNITS_ + work_spec_name)	[ "def", "num_tasks", "(", "self", ",", "work_spec_name", ")", ":", "return", "self", ".", "num_finished", "(", "work_spec_name", ")", "+", "self", ".", "num_failed", "(", "work_spec_name", ")", "+", "self", ".", "registry", ".", "len", "(", "WORK_UNITS_", "...	53.6	0.014706
def _get_github(self): """Creates an instance of github.Github to interact with the repos via the API interface in pygithub. """ from github import Github vms("Querying github with user '{}'.".format(self.username)) g = Github(self.username, self.apikey) self._us...	[ "def", "_get_github", "(", "self", ")", ":", "from", "github", "import", "Github", "vms", "(", "\"Querying github with user '{}'.\"", ".", "format", "(", "self", ".", "username", ")", ")", "g", "=", "Github", "(", "self", ".", "username", ",", "self", ".",...	51.322581	0.010487
def NaiveBayesLearner(dataset): """Just count how many times each value of each input attribute occurs, conditional on the target value. Count the different target values too.""" targetvals = dataset.values[dataset.target] target_dist = CountingProbDist(targetvals) attr_dists = dict(((gv, attr)...	[ "def", "NaiveBayesLearner", "(", "dataset", ")", ":", "targetvals", "=", "dataset", ".", "values", "[", "dataset", ".", "target", "]", "target_dist", "=", "CountingProbDist", "(", "targetvals", ")", "attr_dists", "=", "dict", "(", "(", "(", "gv", ",", "att...	42.923077	0.000876
def get(self): '''taobao.time.get 获取前台展示的店铺类目获取淘宝系统当前时间''' request = TOPRequest('taobao.time.get') self.create(self.execute(request)) return self.time	[ "def", "get", "(", "self", ")", ":", "request", "=", "TOPRequest", "(", "'taobao.time.get'", ")", "self", ".", "create", "(", "self", ".", "execute", "(", "request", ")", ")", "return", "self", ".", "time" ]	27.714286	0.015
def wait_for_build(self, interval=5, path=None): """ A convenience method designed to inform you when a project build has completed. It polls the API every `interval` seconds until there is not a build running. At that point, it returns the "last_build_info" field of the projec...	[ "def", "wait_for_build", "(", "self", ",", "interval", "=", "5", ",", "path", "=", "None", ")", ":", "path", "=", "path", "or", "''", "start", "=", "time", ".", "time", "(", ")", "next_log", "=", "0", "while", "True", ":", "response", "=", "self", ...	44.206897	0.001527
def get(self, key): """Get data for given store key. Raise hug.exceptions.StoreKeyNotFound if key does not exist.""" try: data = self._data[key] except KeyError: raise StoreKeyNotFound(key) return data	[ "def", "get", "(", "self", ",", "key", ")", ":", "try", ":", "data", "=", "self", ".", "_data", "[", "key", "]", "except", "KeyError", ":", "raise", "StoreKeyNotFound", "(", "key", ")", "return", "data" ]	35.857143	0.011673
def validate_settings(settings): """ Raise an error in prod if we see any insecure settings. This used to warn during development but that was changed in 71718bec324c2561da6cc3990c927ee87362f0f7 """ from django.core.exceptions import ImproperlyConfigured if settings.SECRET_KEY == '': ...	[ "def", "validate_settings", "(", "settings", ")", ":", "from", "django", ".", "core", ".", "exceptions", "import", "ImproperlyConfigured", "if", "settings", ".", "SECRET_KEY", "==", "''", ":", "msg", "=", "'settings.SECRET_KEY cannot be blank! Check your local settings'...	40.083333	0.001015
def parse_requirements(filename, finder=None, comes_from=None, options=None, session=None, wheel_cache=None): """ Parse a requirements file and yield InstallRequirement instances. :param filename: Path or url of requirements file. :param finder: Instance of pip.index.Pack...	[ "def", "parse_requirements", "(", "filename", ",", "finder", "=", "None", ",", "comes_from", "=", "None", ",", "options", "=", "None", ",", "session", "=", "None", ",", "wheel_cache", "=", "None", ")", ":", "if", "session", "is", "None", ":", "raise", ...	36.375	0.000837
def bitwise_xor(self, t): """ Operation xor :param t: The other operand. """ # Using same variables as in paper s = self new_interval = (s.bitwise_not().bitwise_or(t)).bitwise_not().bitwise_or(s.bitwise_or(t.bitwise_not()).bitwise_not()) return new_int...	[ "def", "bitwise_xor", "(", "self", ",", "t", ")", ":", "# Using same variables as in paper", "s", "=", "self", "new_interval", "=", "(", "s", ".", "bitwise_not", "(", ")", ".", "bitwise_or", "(", "t", ")", ")", ".", "bitwise_not", "(", ")", ".", "bitwise...	29.727273	0.008902
def Overlay_highlightFrame(self, frameId, **kwargs): """ Function path: Overlay.highlightFrame Domain: Overlay Method name: highlightFrame Parameters: Required arguments: 'frameId' (type: Page.FrameId) -> Identifier of the frame to highlight. Optional arguments: 'contentColor' (type: D...	[ "def", "Overlay_highlightFrame", "(", "self", ",", "frameId", ",", "", "", "kwargs", ")", ":", "expected", "=", "[", "'contentColor'", ",", "'contentOutlineColor'", "]", "passed_keys", "=", "list", "(", "kwargs", ".", "keys", "(", ")", ")", "assert", "al...	41.347826	0.034943
def affected_files(self): """ Get's a fast accessible file changes for given changeset """ added, modified, deleted = self._changes_cache return list(added.union(modified).union(deleted))	[ "def", "affected_files", "(", "self", ")", ":", "added", ",", "modified", ",", "deleted", "=", "self", ".", "_changes_cache", "return", "list", "(", "added", ".", "union", "(", "modified", ")", ".", "union", "(", "deleted", ")", ")" ]	37	0.008811
def update_app(id, config): ''' Update the specified app with the given configuration. CLI Example: .. code-block:: bash salt marathon-minion-id marathon.update_app my-app '<config yaml>' ''' if 'id' not in config: config['id'] = id config.pop('version', None) # mirror...	[ "def", "update_app", "(", "id", ",", "config", ")", ":", "if", "'id'", "not", "in", "config", ":", "config", "[", "'id'", "]", "=", "id", "config", ".", "pop", "(", "'version'", ",", "None", ")", "# mirror marathon-ui handling for uris deprecation (see", "# ...	29.763158	0.000856
def gpio_set(self, pins, states): """Sets the state for one or more user-controllable GPIOs. For each of the given pins, sets the the corresponding state based on the index. Args: self (JLink): the ``JLink`` instance pins (list): list of GPIO indices state...	[ "def", "gpio_set", "(", "self", ",", "pins", ",", "states", ")", ":", "if", "len", "(", "pins", ")", "!=", "len", "(", "states", ")", ":", "raise", "ValueError", "(", "'Length mismatch between pins and states.'", ")", "size", "=", "len", "(", "pins", ")"...	35.393939	0.001667
def check_output_format(fmt, nfiles): """Validate file format string. Parameters ---------- fmt : `str` File format string. nfiles : `int` Number of files. Raises ------ ValueError If nfiles < 0 or format string is invalid. """ if nfiles < 0: rai...	[ "def", "check_output_format", "(", "fmt", ",", "nfiles", ")", ":", "if", "nfiles", "<", "0", ":", "raise", "ValueError", "(", "'Invalid file count: '", "+", "str", "(", "nfiles", ")", ")", "if", "nfiles", "==", "1", ":", "return", "try", ":", "fmt", "%...	22.08	0.001736
def offset_to_skydir(skydir, offset_lon, offset_lat, coordsys='CEL', projection='AIT'): """Convert a cartesian offset (X,Y) in the given projection into a SkyCoord.""" offset_lon = np.array(offset_lon, ndmin=1) offset_lat = np.array(offset_lat, ndmin=1) w = create_wcs(skydir, ...	[ "def", "offset_to_skydir", "(", "skydir", ",", "offset_lon", ",", "offset_lat", ",", "coordsys", "=", "'CEL'", ",", "projection", "=", "'AIT'", ")", ":", "offset_lon", "=", "np", ".", "array", "(", "offset_lon", ",", "ndmin", "=", "1", ")", "offset_lat", ...	39.3	0.002488
def is_estimator(model): """ Determines if a model is an estimator using issubclass and isinstance. Parameters ---------- estimator : class or instance The object to test if it is a Scikit-Learn clusterer, especially a Scikit-Learn estimator or Yellowbrick visualizer """ if ...	[ "def", "is_estimator", "(", "model", ")", ":", "if", "inspect", ".", "isclass", "(", "model", ")", ":", "return", "issubclass", "(", "model", ",", "BaseEstimator", ")", "return", "isinstance", "(", "model", ",", "BaseEstimator", ")" ]	30.214286	0.002294
def package_repositories(self): """ Property for accessing :class:`PackageRepositoryManager` instance, which is used to manage package repos. :rtype: yagocd.resources.package_repository.PackageRepositoryManager """ if self._package_repository_manager is None: self._p...	[ "def", "package_repositories", "(", "self", ")", ":", "if", "self", ".", "_package_repository_manager", "is", "None", ":", "self", ".", "_package_repository_manager", "=", "PackageRepositoryManager", "(", "session", "=", "self", ".", "_session", ")", "return", "se...	48.333333	0.009029
def nucnorm(x, rho, penalty, newshape=None): """ Nuclear norm Parameters ---------- penalty : float nuclear norm penalty hyperparameter newshape : tuple, optional Desired shape of the parameters to apply the nuclear norm to. The given parameters are reshaped to an array...	[ "def", "nucnorm", "(", "x", ",", "rho", ",", "penalty", ",", "newshape", "=", "None", ")", ":", "orig_shape", "=", "x", ".", "shape", "if", "newshape", "is", "not", "None", ":", "x", "=", "x", ".", "reshape", "(", "newshape", ")", "u", ",", "s", ...	27.416667	0.001468
def validateDocumentFinal(self, doc): """Does the final step for the document validation once all the incremental validation steps have been completed basically it does the following checks described by the XML Rec Check all the IDREF/IDREFS attributes definition for va...	[ "def", "validateDocumentFinal", "(", "self", ",", "doc", ")", ":", "if", "doc", "is", "None", ":", "doc__o", "=", "None", "else", ":", "doc__o", "=", "doc", ".", "_o", "ret", "=", "libxml2mod", ".", "xmlValidateDocumentFinal", "(", "self", ".", "_o", "...	47.5	0.008264
def run(self): ''' Execute the salt call logic ''' profiling_enabled = self.opts.get('profiling_enabled', False) try: pr = salt.utils.profile.activate_profile(profiling_enabled) try: ret = self.call() finally: sa...	[ "def", "run", "(", "self", ")", ":", "profiling_enabled", "=", "self", ".", "opts", ".", "get", "(", "'profiling_enabled'", ",", "False", ")", "try", ":", "pr", "=", "salt", ".", "utils", ".", "profile", ".", "activate_profile", "(", "profiling_enabled", ...	39.28125	0.002329
def check_collision_state( cls, collision_state, history_id_key, history_id, block_id, checked_ops, affected_opcodes ): """ Given a history ID, see if it already exists at the given block ID (i.e. it's not expired), using the given collision state. Return True if so; False if not...	[ "def", "check_collision_state", "(", "cls", ",", "collision_state", ",", "history_id_key", ",", "history_id", ",", "block_id", ",", "checked_ops", ",", "affected_opcodes", ")", ":", "# seen before in this block?", "if", "collision_state", ".", "has_key", "(", "block_i...	34.367347	0.013279
def products(self): """List of output files produces by self.""" _products = [] for ext in self.exts: prod = Product(ext, self.node.opath_from_ext(ext)) _products.append(prod) return _products	[ "def", "products", "(", "self", ")", ":", "_products", "=", "[", "]", "for", "ext", "in", "self", ".", "exts", ":", "prod", "=", "Product", "(", "ext", ",", "self", ".", "node", ".", "opath_from_ext", "(", "ext", ")", ")", "_products", ".", "append...	30.25	0.008032
def failure_message(description, options): """ Returns a expectation failure message for the given query description. Args: description (str): A description of the failed query. options (Dict[str, Any]): The query options. Returns: str: A message describing the failure. """...	[ "def", "failure_message", "(", "description", ",", "options", ")", ":", "message", "=", "\"expected to find {}\"", ".", "format", "(", "description", ")", "if", "options", "[", "\"count\"", "]", "is", "not", "None", ":", "message", "+=", "\" {count} {times}\"", ...	33.289474	0.000768
def ExpandWindowsUserEnvironmentVariables(data_string, knowledge_base, sid=None, username=None): r"""Take a string and expand windows user environment variables based. Args: data_string...	[ "def", "ExpandWindowsUserEnvironmentVariables", "(", "data_string", ",", "knowledge_base", ",", "sid", "=", "None", ",", "username", "=", "None", ")", ":", "win_environ_regex", "=", "re", ".", "compile", "(", "r\"%([^%]+?)%\"", ")", "components", "=", "[", "]", ...	36.75	0.009114
def push_object(self, channel_id, obj): """Push ``obj`` for ``channel_id``. ``obj`` will be encoded as JSON in the request. """ return self.push(channel_id, json.dumps(obj).replace('"', '\\"'))	[ "def", "push_object", "(", "self", ",", "channel_id", ",", "obj", ")", ":", "return", "self", ".", "push", "(", "channel_id", ",", "json", ".", "dumps", "(", "obj", ")", ".", "replace", "(", "'\"'", ",", "'\\\\\"'", ")", ")" ]	36.833333	0.00885
def delete_dev_vlans(devid, vlanid, auth, url): """ function takes devid and vlanid of specific device and 802.1q VLAN tag and issues a RESTFUL call to remove the specified VLAN from the target device. :param devid: int or str value of the target device :param vlanid: :return:HTTP Status code of...	[ "def", "delete_dev_vlans", "(", "devid", ",", "vlanid", ",", "auth", ",", "url", ")", ":", "remove_dev_vlan_url", "=", "\"/imcrs/vlan/delvlan?devId=\"", "+", "str", "(", "devid", ")", "+", "\"&vlanId=\"", "+", "str", "(", "vlanid", ")", "f_url", "=", "url", ...	47.454545	0.008451
def get_cache_subnet_group(name, region=None, key=None, keyid=None, profile=None): ''' Get information about a cache subnet group. CLI example:: salt myminion boto_elasticache.get_cache_subnet_group mycache_subnet_group ''' conn = _get_conn(region=region, key=key...	[ "def", "get_cache_subnet_group", "(", "name", ",", "region", "=", "None", ",", "key", "=", "None", ",", "keyid", "=", "None", ",", "profile", "=", "None", ")", ":", "conn", "=", "_get_conn", "(", "region", "=", "region", ",", "key", "=", "key", ",", ...	36.534884	0.00124
def same_pyname(expected, pyname): """Check whether `expected` and `pyname` are the same""" if expected is None or pyname is None: return False if expected == pyname: return True if type(expected) not in (pynames.ImportedModule, pynames.ImportedName) \ and type(pyname) not in \ ...	[ "def", "same_pyname", "(", "expected", ",", "pyname", ")", ":", "if", "expected", "is", "None", "or", "pyname", "is", "None", ":", "return", "False", "if", "expected", "==", "pyname", ":", "return", "True", "if", "type", "(", "expected", ")", "not", "i...	41.384615	0.001818
def compar(self, x, y): ''' simple comparator method ''' indX=0 indY=0 a= int(x[0].split('-')[1]) b= int(y[0].split('-')[1]) if a>b: return 1 if a==b: return 0 if a<b: return -1	[ "def", "compar", "(", "self", ",", "x", ",", "y", ")", ":", "indX", "=", "0", "indY", "=", "0", "a", "=", "int", "(", "x", "[", "0", "]", ".", "split", "(", "'-'", ")", "[", "1", "]", ")", "b", "=", "int", "(", "y", "[", "0", "]", "."...	14	0.033445
def _load_network(self): """ Building the predictor out of the model.""" self.embeddings = load_embeddings(self.lang, type='cw') self.model = load_pos_model(lang=self.lang, version=2) def predict_proba(input_): hidden = np.tanh(np.dot(input_, self.model["W1"]) + self.model["b1"]) output = ...	[ "def", "_load_network", "(", "self", ")", ":", "self", ".", "embeddings", "=", "load_embeddings", "(", "self", ".", "lang", ",", "type", "=", "'cw'", ")", "self", ".", "model", "=", "load_pos_model", "(", "lang", "=", "self", ".", "lang", ",", "version...	39	0.014614
def print_memory(function): ''' Decorator that prints memory information at each call of the function ''' import memory_profiler def wrapper(args,kwargs): m = StringIO() temp_func = memory_profiler.profile(func = function,stream=m,precision=4) output = temp_func(args,**kw...	[ "def", "print_memory", "(", "function", ")", ":", "import", "memory_profiler", "def", "wrapper", "(", "", "args", ",", "", "*", "kwargs", ")", ":", "m", "=", "StringIO", "(", ")", "temp_func", "=", "memory_profiler", ".", "profile", "(", "func", "=", ...	30.769231	0.021845
def verifymenucheck(self, window_name, object_name): """ Verify a menu item is checked @param window_name: Window name to look for, either full name, LDTP's name convention, or a Unix glob. @type window_name: string @param object_name: Object name to look for, either ful...	[ "def", "verifymenucheck", "(", "self", ",", "window_name", ",", "object_name", ")", ":", "try", ":", "menu_handle", "=", "self", ".", "_get_menu_handle", "(", "window_name", ",", "object_name", ",", "False", ")", "try", ":", "if", "menu_handle", ".", "AXMenu...	33.423077	0.002237
def create(self, workflow_id, email_id, data): """ Manually add a subscriber to a workflow, bypassing the default trigger settings. You can also use this endpoint to trigger a series of automated emails in an API 3.0 workflow type or add subscribers to an automated email queue th...	[ "def", "create", "(", "self", ",", "workflow_id", ",", "email_id", ",", "data", ")", ":", "self", ".", "workflow_id", "=", "workflow_id", "self", ".", "email_id", "=", "email_id", "if", "'email_address'", "not", "in", "data", ":", "raise", "KeyError", "(",...	40.83871	0.002315
def refresh(self): ''' Refresh the list and the screen ''' self._screen.force_update() self._screen.refresh() self._update(1)	[ "def", "refresh", "(", "self", ")", ":", "self", ".", "_screen", ".", "force_update", "(", ")", "self", ".", "_screen", ".", "refresh", "(", ")", "self", ".", "_update", "(", "1", ")" ]	23.857143	0.011561
def get_deviations(self): """get the deviations of the ensemble value from the mean vector Returns ------- en : pyemu.Ensemble Ensemble of deviations from the mean """ bt = False if not self.istransformed: bt = True sel...	[ "def", "get_deviations", "(", "self", ")", ":", "bt", "=", "False", "if", "not", "self", ".", "istransformed", ":", "bt", "=", "True", "self", ".", "_transform", "(", ")", "mean_vec", "=", "self", ".", "mean", "(", ")", "df", "=", "self", ".", "loc...	28.3	0.008547
def add(self, *args): """ Add integers args: args (list): target returns: str """ if (len(args) <= 1): return 0 return sum([int(v) for v in args])	[ "def", "add", "(", "self", ",", "*", "args", ")", ":", "if", "(", "len", "(", "args", ")", "<=", "1", ")", ":", "return", "0", "return", "sum", "(", "[", "int", "(", "v", ")", "for", "v", "in", "args", "]", ")" ]	22.1	0.008696
def filter_time_frame(start, delta): """Filter :class:`.Line` objects by their connection time. :param start: a time expression (see -s argument on --help for its format) to filter log lines that are before this time. :type start: string :param delta: a relative time expression (see -s argument o...	[ "def", "filter_time_frame", "(", "start", ",", "delta", ")", ":", "start_value", "=", "start", "delta_value", "=", "delta", "end_value", "=", "None", "if", "start_value", "is", "not", "''", ":", "start_value", "=", "_date_str_to_datetime", "(", "start_value", ...	30.102564	0.000825
def optimisation_plot(d, overlay_alpha=0.5, **kwargs): """ Plot the result of signal_optimise. `signal_optimiser` must be run first, and the output stored in the `opt` attribute of the latools.D object. Parameters ---------- d : latools.D object A latools data object. overlay_a...	[ "def", "optimisation_plot", "(", "d", ",", "overlay_alpha", "=", "0.5", ",", "", "", "kwargs", ")", ":", "if", "not", "hasattr", "(", "d", ",", "'opt'", ")", ":", "raise", "ValueError", "(", "'Please run `signal_optimiser` before trying to plot its results.'", ...	38.452991	0.010618
def index(): """ This is not served anywhere in the web application. It is used explicitly in the context of generating static files since flask-frozen requires url_for's to crawl content. url_for's are not used with result.show_result directly and are instead dynamically generated through javas...	[ "def", "index", "(", ")", ":", "if", "current_app", ".", "config", "[", "'ARA_PLAYBOOK_OVERRIDE'", "]", "is", "not", "None", ":", "override", "=", "current_app", ".", "config", "[", "'ARA_PLAYBOOK_OVERRIDE'", "]", "results", "=", "(", "models", ".", "TaskRes...	43.941176	0.001311
def get_brokendate_fx_forward_rate(self, asset_manager_id, asset_id, price_date, value_date): """ This method takes calculates broken date forward FX rate based on the passed in parameters """ self.logger.info('Calculate broken date FX Forward - Asset Manager: %s - Asset (currency): %s ...	[ "def", "get_brokendate_fx_forward_rate", "(", "self", ",", "asset_manager_id", ",", "asset_id", ",", "price_date", ",", "value_date", ")", ":", "self", ".", "logger", ".", "info", "(", "'Calculate broken date FX Forward - Asset Manager: %s - Asset (currency): %s - Price Date:...	62.4	0.010526
def yiq_to_rgb(y, i=None, q=None): """Convert the color from YIQ coordinates to RGB. Parameters: :y: Tte Y component value [0...1] :i: The I component value [0...1] :q: The Q component value [0...1] Returns: The color as an (r, g, b) tuple in the range: r[0...1], g[0......	[ "def", "yiq_to_rgb", "(", "y", ",", "i", "=", "None", ",", "q", "=", "None", ")", ":", "if", "type", "(", "y", ")", "in", "[", "list", ",", "tuple", "]", ":", "y", ",", "i", ",", "q", "=", "y", "r", "=", "y", "+", "(", "i", "*", "0.9562...	22.777778	0.014041
def _load_manifest_interpret_source(manifest, source, username=None, password=None, verify_certificate=True, do_inherit=True): """ Interpret the <source>, and load the results into <manifest> """ try: if isinstance(source, string_types): if source.startswith("http"): # if man...	[ "def", "_load_manifest_interpret_source", "(", "manifest", ",", "source", ",", "username", "=", "None", ",", "password", "=", "None", ",", "verify_certificate", "=", "True", ",", "do_inherit", "=", "True", ")", ":", "try", ":", "if", "isinstance", "(", "sour...	53	0.002316
def _create_producer(self, settings): """Tries to establish a Kafka consumer connection""" try: brokers = settings['KAFKA_HOSTS'] self.logger.debug("Creating new kafka producer using brokers: " + str(brokers)) return KafkaProducer(boots...	[ "def", "_create_producer", "(", "self", ",", "settings", ")", ":", "try", ":", "brokers", "=", "settings", "[", "'KAFKA_HOSTS'", "]", "self", ".", "logger", ".", "debug", "(", "\"Creating new kafka producer using brokers: \"", "+", "str", "(", "brokers", ")", ...	50.052632	0.008256
def normalize_datum(self, datum): """ Convert `datum` into something that umsgpack likes. :param datum: something that we want to process with umsgpack :return: a packable version of `datum` :raises TypeError: if `datum` cannot be packed This message is called by :meth:...	[ "def", "normalize_datum", "(", "self", ",", "datum", ")", ":", "if", "datum", "is", "None", ":", "return", "datum", "if", "isinstance", "(", "datum", ",", "self", ".", "PACKABLE_TYPES", ")", ":", "return", "datum", "if", "isinstance", "(", "datum", ",", ...	50.347368	0.00041
def get_my_choices_tasks(current_proj): """ Retrieves all tasks in the system for the task management page """ task_list = [] tasks = Task.objects.all() for task in tasks: if task.project == current_proj: task_list.append(task) task_tuple = [] counter = 1 fo...	[ "def", "get_my_choices_tasks", "(", "current_proj", ")", ":", "task_list", "=", "[", "]", "tasks", "=", "Task", ".", "objects", ".", "all", "(", ")", "for", "task", "in", "tasks", ":", "if", "task", ".", "project", "==", "current_proj", ":", "task_list",...	24.647059	0.002299
def convert_month(date, shorten=True, cable=True): """Replace month by shortening or lengthening it. :param shorten: Set to True to shorten month name. :param cable: Set to True if category is Cable. """ month = date.split()[0].lower() if 'sept' in month: shorten = False if cable else T...	[ "def", "convert_month", "(", "date", ",", "shorten", "=", "True", ",", "cable", "=", "True", ")", ":", "month", "=", "date", ".", "split", "(", ")", "[", "0", "]", ".", "lower", "(", ")", "if", "'sept'", "in", "month", ":", "shorten", "=", "False...	30.210526	0.001689
def _canceling_task(self, backend): """ Used internally to decrement `backend`s current and total task counts when `backend` could not be reached. """ with self.backend_mutex: self.backends[backend] -= 1 self.task_counter[backend] -= 1	[ "def", "_canceling_task", "(", "self", ",", "backend", ")", ":", "with", "self", ".", "backend_mutex", ":", "self", ".", "backends", "[", "backend", "]", "-=", "1", "self", ".", "task_counter", "[", "backend", "]", "-=", "1" ]	36.625	0.01
def register_filter_builder(self, function, **kwargs): """Register a filter function with this :class:`~.Filters` instance. This function is curried with :class:`~okcupyd.util.currying.curry` -- that is, it can be invoked partially before it is fully evaluated. This allows us to pass kwa...	[ "def", "register_filter_builder", "(", "self", ",", "function", ",", "", "", "kwargs", ")", ":", "kwargs", "[", "'transform'", "]", "=", "function", "if", "kwargs", ".", "get", "(", "'decider'", ")", ":", "kwargs", "[", "'decide'", "]", "=", "kwargs", ...	55.225	0.001335
def AgregarContingencias(self, tipo=None, observacion=None, **kwargs): "Agrega la información referente a los opcionales de la liq. seq." contingencia = dict(tipoContingencia=tipo, observacion=observacion) self.remito['arrayContingencias'].append(dict(contingencia=contingencia)) return T...	[ "def", "AgregarContingencias", "(", "self", ",", "tipo", "=", "None", ",", "observacion", "=", "None", ",", "", "", "kwargs", ")", ":", "contingencia", "=", "dict", "(", "tipoContingencia", "=", "tipo", ",", "observacion", "=", "observacion", ")", "self"...	63.8	0.009288
def _raise_disambiguation_error(self, page, pageid): """ parse and throw a disambiguation error """ query_params = { "prop": "revisions", "rvprop": "content", "rvparse": "", "rvlimit": 1, } query_params.update(self.__title_query_param()) ...	[ "def", "_raise_disambiguation_error", "(", "self", ",", "page", ",", "pageid", ")", ":", "query_params", "=", "{", "\"prop\"", ":", "\"revisions\"", ",", "\"rvprop\"", ":", "\"content\"", ",", "\"rvparse\"", ":", "\"\"", ",", "\"rvlimit\"", ":", "1", ",", "}...	39.4	0.002123
def get_host_usage(self): """ get details of CPU, RAM usage of this PC """ import psutil process_names = [proc.name for proc in psutil.process_iter()] cpu_pct = psutil.cpu_percent(interval=1) mem = psutil.virtual_memory() return str(cpu_pct), str(len(pro...	[ "def", "get_host_usage", "(", "self", ")", ":", "import", "psutil", "process_names", "=", "[", "proc", ".", "name", "for", "proc", "in", "psutil", ".", "process_iter", "(", ")", "]", "cpu_pct", "=", "psutil", ".", "cpu_percent", "(", "interval", "=", "1"...	40	0.013587
def validate( self, schema_id, validation_function=None, validation_error_handler=None): """ A decorator that is used to validate incoming requests data against a schema swagger = Swagger(app) @app.route('/pets', methods=['POST']) @sw...	[ "def", "validate", "(", "self", ",", "schema_id", ",", "validation_function", "=", "None", ",", "validation_error_handler", "=", "None", ")", ":", "if", "validation_function", "is", "None", ":", "validation_function", "=", "self", ".", "validation_function", "if",...	36.981481	0.000976
def parse_options_header(value, multiple=False): """Parse a ``Content-Type`` like header into a tuple with the content type and the options: >>> parse_options_header('text/html; charset=utf8') ('text/html', {'charset': 'utf8'}) This should not be used to parse ``Cache-Control`` like headers that u...	[ "def", "parse_options_header", "(", "value", ",", "multiple", "=", "False", ")", ":", "if", "not", "value", ":", "return", "\"\"", ",", "{", "}", "result", "=", "[", "]", "value", "=", "\",\"", "+", "value", ".", "replace", "(", "\"\\n\"", ",", "\",\...	37.228571	0.001121
def compile_file(self, filename, ns): """ Compile a MOF file into a namespace of the associated CIM repository. Parameters: filename (:term:`string`): The path name of the MOF file containing the MOF statements to be compiled. ns (:term:`string`): ...	[ "def", "compile_file", "(", "self", ",", "filename", ",", "ns", ")", ":", "if", "self", ".", "parser", ".", "verbose", ":", "self", ".", "parser", ".", "log", "(", "_format", "(", "\"Compiling file {0!A}\"", ",", "filename", ")", ")", "if", "not", "os"...	33.026316	0.001548
def export_gpg_key(key): """Exports a GPG key and returns it""" cmd = flatten([gnupg_bin(), gnupg_verbose(), gnupg_home(), "--export", key]) handle, gpg_stderr = stderr_handle() try: gpg_proc = subprocess.Popen(cmd, stdout=subprocess.PIPE, # nosec ...	[ "def", "export_gpg_key", "(", "key", ")", ":", "cmd", "=", "flatten", "(", "[", "gnupg_bin", "(", ")", ",", "gnupg_verbose", "(", ")", ",", "gnupg_home", "(", ")", ",", "\"--export\"", ",", "key", "]", ")", "handle", ",", "gpg_stderr", "=", "stderr_han...	40.823529	0.001408
def point_plane_distance(points, plane_normal, plane_origin=[0.0, 0.0, 0.0]): """ The minimum perpendicular distance of a point to a plane. Parameters ----------- points: (n, 3) float, points in space plane_normal: (3,) float, normal vecto...	[ "def", "point_plane_distance", "(", "points", ",", "plane_normal", ",", "plane_origin", "=", "[", "0.0", ",", "0.0", ",", "0.0", "]", ")", ":", "points", "=", "np", ".", "asanyarray", "(", "points", ",", "dtype", "=", "np", ".", "float64", ")", "w", ...	31.45	0.001543
def send(self, signal, kwargs): """ Sends a signal for the given plugin. :param signal: Name of the signal :type signal: str """ return self.__app.signals.send(signal, plugin=self._plugin, kwargs)	[ "def", "send", "(", "self", ",", "signal", ",", "", "", "kwargs", ")", ":", "return", "self", ".", "__app", ".", "signals", ".", "send", "(", "signal", ",", "plugin", "=", "self", ".", "_plugin", ",", "", "", "kwargs", ")" ]	30.25	0.008032
def create_gzip_cache(pelican): '''Create a gzip cache file for every file that a webserver would reasonably want to cache (e.g., text type files). :param pelican: The Pelican instance ''' for dirpath, _, filenames in os.walk(pelican.settings['OUTPUT_PATH']): for name in filenames: ...	[ "def", "create_gzip_cache", "(", "pelican", ")", ":", "for", "dirpath", ",", "_", ",", "filenames", "in", "os", ".", "walk", "(", "pelican", ".", "settings", "[", "'OUTPUT_PATH'", "]", ")", ":", "for", "name", "in", "filenames", ":", "if", "should_compre...	43	0.00207
def close(self): """close an open connection""" if not self.connected: return True self._close() self.connected = False self.log("Closed Connection {}", self.connection_config.interface_name) return True	[ "def", "close", "(", "self", ")", ":", "if", "not", "self", ".", "connected", ":", "return", "True", "self", ".", "_close", "(", ")", "self", ".", "connected", "=", "False", "self", ".", "log", "(", "\"Closed Connection {}\"", ",", "self", ".", "connec...	30.625	0.011905
def delete_differ_record(old_image, durable_model): """Handles a DynamoDB DELETE event type -- For the Differ.""" data = {} for item in old_image: data[item] = DESER.deserialize(old_image[item]) data['configuration'] = {} # we give our own timestamps for TTL deletions del data['eventTim...	[ "def", "delete_differ_record", "(", "old_image", ",", "durable_model", ")", ":", "data", "=", "{", "}", "for", "item", "in", "old_image", ":", "data", "[", "item", "]", "=", "DESER", ".", "deserialize", "(", "old_image", "[", "item", "]", ")", "data", ...	35.545455	0.002494
def writelines(self, lines): """Write a list of strings to file.""" self.make_dir() with open(self.path, "w") as f: return f.writelines(lines)	[ "def", "writelines", "(", "self", ",", "lines", ")", ":", "self", ".", "make_dir", "(", ")", "with", "open", "(", "self", ".", "path", ",", "\"w\"", ")", "as", "f", ":", "return", "f", ".", "writelines", "(", "lines", ")" ]	34.8	0.011236
def mix(color1, color2, weight=Number(50, "%")): """ Mixes together two colors. Specifically, takes the average of each of the RGB components, optionally weighted by the given percentage. The opacity of the colors is also considered when weighting the components. Specifically, takes the average of ...	[ "def", "mix", "(", "color1", ",", "color2", ",", "weight", "=", "Number", "(", "50", ",", "\"%\"", ")", ")", ":", "# This algorithm factors in both the user-provided weight", "# and the difference between the alpha values of the two colors", "# to decide how to perform the weig...	39.069444	0.000347
def _default_static_lib(self, obj_files): """Create a static library (i.e. a ``.a`` / ``.lib`` file). Args: obj_files (List[str]): List of paths of compiled object files. """ c_compiler = self.F90_COMPILER.c_compiler static_lib_dir = os.path.join(self.build_lib, "bez...	[ "def", "_default_static_lib", "(", "self", ",", "obj_files", ")", ":", "c_compiler", "=", "self", ".", "F90_COMPILER", ".", "c_compiler", "static_lib_dir", "=", "os", ".", "path", ".", "join", "(", "self", ".", "build_lib", ",", "\"bezier\"", ",", "\"lib\"",...	42.761905	0.002179
def abu_chart(self, cycle, mass_range=None ,ilabel=True, imlabel=True, imlabel_fontsize=8, imagic=False, boxstable=True, lbound=(-12, 0), plotaxis=[0, 0, 0, 0], show=True, color_map='jet', ifig=None,data_provided=False,thedata=None, ...	[ "def", "abu_chart", "(", "self", ",", "cycle", ",", "mass_range", "=", "None", ",", "ilabel", "=", "True", ",", "imlabel", "=", "True", ",", "imlabel_fontsize", "=", "8", ",", "imagic", "=", "False", ",", "boxstable", "=", "True", ",", "lbound", "=", ...	34.767677	0.016098
def name(self): """Give back tab name if is set else generate name by code""" if self._name: return self._name return self.code.replace('_', ' ').capitalize()	[ "def", "name", "(", "self", ")", ":", "if", "self", ".", "_name", ":", "return", "self", ".", "_name", "return", "self", ".", "code", ".", "replace", "(", "'_'", ",", "' '", ")", ".", "capitalize", "(", ")" ]	38	0.010309
def _add_eap_args(eap_args: Dict[str, str]) -> List[str]: """ Add configuration options suitable for an nmcli con add command for WPA-EAP configuration. These options are mostly in the 802-1x group. The eap_args dict should be a flat structure of arguments. They must contain at least 'eapType', spe...	[ "def", "_add_eap_args", "(", "eap_args", ":", "Dict", "[", "str", ",", "str", "]", ")", "->", "List", "[", "str", "]", ":", "args", "=", "[", "'wifi-sec.key-mgmt'", ",", "'wpa-eap'", "]", "eap_type", "=", "EAP_TYPES", ".", "by_qualified_name", "(", "eap_...	44.714286	0.000782
def calculate_z2pt5_ngaw2(vs30): ''' Reads an array of vs30 values (in m/s) and returns the depth to the 2.5 km/s velocity horizon (in km) Ref: Campbell, K.W. & Bozorgnia, Y., 2014. 'NGA-West2 ground motion model for the average horizontal components of PGA, PGV, and 5pct damped linear accelerat...	[ "def", "calculate_z2pt5_ngaw2", "(", "vs30", ")", ":", "c1", "=", "7.089", "c2", "=", "-", "1.144", "z2pt5", "=", "numpy", ".", "exp", "(", "c1", "+", "numpy", ".", "log", "(", "vs30", ")", "*", "c2", ")", "return", "z2pt5" ]	36.533333	0.001779
def check_vector_template(self): """Determines if features are defined as vector source based on MapViz arguments.""" if self.vector_url is not None and self.vector_layer_name is not None: self.template = 'vector_' + self.template self.vector_source = True else: ...	[ "def", "check_vector_template", "(", "self", ")", ":", "if", "self", ".", "vector_url", "is", "not", "None", "and", "self", ".", "vector_layer_name", "is", "not", "None", ":", "self", ".", "template", "=", "'vector_'", "+", "self", ".", "template", "self",...	42.875	0.008571
def centroid_sources(data, xpos, ypos, box_size=11, footprint=None, error=None, mask=None, centroid_func=centroid_com): """ Calculate the centroid of sources at the defined positions. A cutout image centered on each input position will be used to calculate the centroid position. T...	[ "def", "centroid_sources", "(", "data", ",", "xpos", ",", "ypos", ",", "box_size", "=", "11", ",", "footprint", "=", "None", ",", "error", "=", "None", ",", "mask", "=", "None", ",", "centroid_func", "=", "centroid_com", ")", ":", "xpos", "=", "np", ...	39.290323	0.0002
def AddEventData(self, event_data): """Adds event data. Args: event_data (EventData): event data. Raises: IOError: when the storage writer is closed. OSError: when the storage writer is closed. """ self._RaiseIfNotWritable() event_data = self._PrepareAttributeContainer(event...	[ "def", "AddEventData", "(", "self", ",", "event_data", ")", ":", "self", ".", "_RaiseIfNotWritable", "(", ")", "event_data", "=", "self", ".", "_PrepareAttributeContainer", "(", "event_data", ")", "identifier", "=", "event_data", ".", "GetIdentifier", "(", ")", ...	26.117647	0.002174
def continuous_eval(self): """Evaluate until checkpoints stop being produced.""" for ckpt_path in next_checkpoint(self._hparams.model_dir, self._hparams.eval_timeout_mins): # Skip zero'th step. train_step = decoding.get_step_from_ckpt_path(ckpt_path) if tra...	[ "def", "continuous_eval", "(", "self", ")", ":", "for", "ckpt_path", "in", "next_checkpoint", "(", "self", ".", "_hparams", ".", "model_dir", ",", "self", ".", "_hparams", ".", "eval_timeout_mins", ")", ":", "# Skip zero'th step.", "train_step", "=", "decoding",...	42	0.011655
def kurt(self): """ Kurtosis coefficient value as a result of an uncertainty calculation, defined as:: m4 beta2 = ------ std**4 where m4 is the fourth central moment and std is the standard deviation """ ...	[ "def", "kurt", "(", "self", ")", ":", "mn", "=", "self", ".", "mean", "sd", "=", "self", ".", "std", "kt", "=", "0.0", "if", "abs", "(", "sd", ")", "<=", "1e-8", "else", "np", ".", "mean", "(", "(", "self", ".", "_mcpts", "-", "mn", ")", "*...	29.6	0.008734
def update(self, role_sid=values.unset, attributes=values.unset, friendly_name=values.unset): """ Update the UserInstance :param unicode role_sid: The SID id of the Role assigned to this user :param unicode attributes: A valid JSON string that contains application-specifi...	[ "def", "update", "(", "self", ",", "role_sid", "=", "values", ".", "unset", ",", "attributes", "=", "values", ".", "unset", ",", "friendly_name", "=", "values", ".", "unset", ")", ":", "return", "self", ".", "_proxy", ".", "update", "(", "role_sid", "=...	46.692308	0.008078
def visit_class(rec, cls, op): # type: (Any, Iterable, Union[Callable[..., Any], partial[Any]]) -> None """Apply a function to with "class" in cls.""" if isinstance(rec, MutableMapping): if "class" in rec and rec.get("class") in cls: op(rec) for d in rec: visit_class...	[ "def", "visit_class", "(", "rec", ",", "cls", ",", "op", ")", ":", "# type: (Any, Iterable, Union[Callable[..., Any], partial[Any]]) -> None", "if", "isinstance", "(", "rec", ",", "MutableMapping", ")", ":", "if", "\"class\"", "in", "rec", "and", "rec", ".", "get"...	35.416667	0.002294
def _should_retry(self, context): ''' A function which determines whether or not to retry. :param ~azure.storage.models.RetryContext context: The retry context. This contains the request, response, and other data which can be used to determine whether or not to retry. ...	[ "def", "_should_retry", "(", "self", ",", "context", ")", ":", "# If max attempts are reached, do not retry.", "if", "context", ".", "count", ">=", "self", ".", "max_attempts", ":", "return", "False", "status", "=", "None", "if", "context", ".", "response", "and...	38.672727	0.008253
def crypto_hash_sha512(message): """ Hashes and returns the message ``message``. :param message: bytes :rtype: bytes """ digest = ffi.new("unsigned char[]", crypto_hash_sha512_BYTES) rc = lib.crypto_hash_sha512(digest, message, len(message)) ensure(rc == 0, 'Unexpected librar...	[ "def", "crypto_hash_sha512", "(", "message", ")", ":", "digest", "=", "ffi", ".", "new", "(", "\"unsigned char[]\"", ",", "crypto_hash_sha512_BYTES", ")", "rc", "=", "lib", ".", "crypto_hash_sha512", "(", "digest", ",", "message", ",", "len", "(", "message", ...	31.769231	0.002353
def fit_df(self, dfs, pstate_col=PSTATE_COL): """ Convenience function to fit a model from a list of dataframes """ obs_cols = list(self.emission_name) obs = [df[df.columns.difference([pstate_col])][obs_cols].values for df in dfs] pstates = [df[pstate_col].values for df i...	[ "def", "fit_df", "(", "self", ",", "dfs", ",", "pstate_col", "=", "PSTATE_COL", ")", ":", "obs_cols", "=", "list", "(", "self", ".", "emission_name", ")", "obs", "=", "[", "df", "[", "df", ".", "columns", ".", "difference", "(", "[", "pstate_col", "]...	44.625	0.008242
def write_rtt(jlink): """Writes kayboard input to JLink RTT buffer #0. This method is a loop that blocks waiting on stdin. When enter is pressed, LF and NUL bytes are added to the input and transmitted as a byte list. If the JLink is disconnected, it will exit gracefully. If any other exceptions ar...	[ "def", "write_rtt", "(", "jlink", ")", ":", "try", ":", "while", "jlink", ".", "connected", "(", ")", ":", "bytes", "=", "list", "(", "bytearray", "(", "input", "(", ")", ",", "\"utf-8\"", ")", "+", "b\"\\x0A\\x00\"", ")", "bytes_written", "=", "jlink"...	33.782609	0.001252
def join(paths): # type: (Text) -> Text """Join any number of paths together. Arguments: *paths (str): Paths to join, given as positional arguments. Returns: str: The joined path. Example: >>> join('foo', 'bar', 'baz') 'foo/bar/baz' >>> join('foo/bar', '....	[ "def", "join", "(", "", "paths", ")", ":", "# type: (Text) -> Text", "absolute", "=", "False", "relpaths", "=", "[", "]", "# type: List[Text]", "for", "p", "in", "paths", ":", "if", "p", ":", "if", "p", "[", "0", "]", "==", "\"/\"", ":", "del", "re...	21.65625	0.001381
def plot(self): """ Returns a hvPlot object to provide a high-level plotting API. To display in a notebook, be sure to run ``intake.output_notebook()`` first. """ try: from hvplot import hvPlot except ImportError: raise ImportError("The in...	[ "def", "plot", "(", "self", ")", ":", "try", ":", "from", "hvplot", "import", "hvPlot", "except", "ImportError", ":", "raise", "ImportError", "(", "\"The intake plotting API requires hvplot.\"", "\"hvplot may be installed with:\\n\\n\"", "\"`conda install -c pyviz hvplot` or ...	40.454545	0.002195

def query_keywords_empty(kind='1'): ''' Query keywords, empty. ''' return TabPost.select().where((TabPost.kind == kind) & (TabPost.keywords == ''))

[ "def", "query_keywords_empty", "(", "kind", "=", "'1'", ")", ":", "return", "TabPost", ".", "select", "(", ")", ".", "where", "(", "(", "TabPost", ".", "kind", "==", "kind", ")", "&", "(", "TabPost", ".", "keywords", "==", "''", ")", ")" ]

35

0.01676

def sync(data, idx, aggregate=None, pad=True, axis=-1): """Synchronous aggregation of a multi-dimensional array between boundaries .. note:: In order to ensure total coverage, boundary points may be added to `idx`. If synchronizing a feature matrix against beat tracker output, ensure ...

[ "def", "sync", "(", "data", ",", "idx", ",", "aggregate", "=", "None", ",", "pad", "=", "True", ",", "axis", "=", "-", "1", ")", ":", "if", "aggregate", "is", "None", ":", "aggregate", "=", "np", ".", "mean", "shape", "=", "list", "(", "data", ...

32.047619

0.001201

def load(self): """ Load each path in order. Remember paths already loaded and only load new ones. """ data = self.dict_class() for path in self.paths: if path in self.paths_loaded: continue try: with open(path, 'r') as file: ...

[ "def", "load", "(", "self", ")", ":", "data", "=", "self", ".", "dict_class", "(", ")", "for", "path", "in", "self", ".", "paths", ":", "if", "path", "in", "self", ".", "paths_loaded", ":", "continue", "try", ":", "with", "open", "(", "path", ",", ...

37.944444

0.008571

def clacks_overhead(fn): """ A Django view decorator that will add the `X-Clacks-Overhead` header. Usage: @clacks_overhead def my_view(request): return my_response """ @wraps(fn) def _wrapped(*args, **kw): response = fn(*args, **kw) response['X-Clac...

[ "def", "clacks_overhead", "(", "fn", ")", ":", "@", "wraps", "(", "fn", ")", "def", "_wrapped", "(", "*", "args", ",", "*", "*", "kw", ")", ":", "response", "=", "fn", "(", "*", "args", ",", "*", "*", "kw", ")", "response", "[", "'X-Clacks-Overhe...

21.388889

0.002488

def onAuthenticate(self, signature, extra): """ Callback fired when a client responds to an authentication challenge. """ log.msg("onAuthenticate: {} {}".format(signature, extra)) ## if there is a pending auth, and the signature provided by client matches .. if self._pen...

[ "def", "onAuthenticate", "(", "self", ",", "signature", ",", "extra", ")", ":", "log", ".", "msg", "(", "\"onAuthenticate: {} {}\"", ".", "format", "(", "signature", ",", "extra", ")", ")", "## if there is a pending auth, and the signature provided by client matches .."...

37.333333

0.023939

def get_next_step(self): """Find the proper step when user clicks the Next button. :returns: The step to be switched to :rtype: WizardStep """ layer_purpose = self.parent.step_kw_purpose.selected_purpose() if layer_purpose != layer_purpose_aggregation: subcat...

[ "def", "get_next_step", "(", "self", ")", ":", "layer_purpose", "=", "self", ".", "parent", ".", "step_kw_purpose", ".", "selected_purpose", "(", ")", "if", "layer_purpose", "!=", "layer_purpose_aggregation", ":", "subcategory", "=", "self", ".", "parent", ".", ...

40.470588

0.000946

def _get_dependency_order(g, node_list): """Return list of nodes as close as possible to the ordering in node_list, but with child nodes earlier in the list than parents.""" access_ = accessibility(g) deps = dict((k, set(v) - set([k])) for k, v in access_.iteritems()) nodes = node_list + list(set(g....

[ "def", "_get_dependency_order", "(", "g", ",", "node_list", ")", ":", "access_", "=", "accessibility", "(", "g", ")", "deps", "=", "dict", "(", "(", "k", ",", "set", "(", "v", ")", "-", "set", "(", "[", "k", "]", ")", ")", "for", "k", ",", "v",...

31.444444

0.001143

def examples(self): """Return example functions in the space. Example functions include: Zero One Heaviside function Hypercube characteristic function Hypersphere characteristic function Gaussian Linear gradients """ # TODO: adapt...

[ "def", "examples", "(", "self", ")", ":", "# TODO: adapt for tensor-valued functions", "# Get the points and calculate some statistics on them", "mins", "=", "self", ".", "domain", ".", "min", "(", ")", "maxs", "=", "self", ".", "domain", ".", "max", "(", ")", "me...

31.726027

0.000838

def render(self, *args, **kwargs): """Override so each html page served have a doctype""" return self.doctype.render() + super().render(*args, **kwargs)

[ "def", "render", "(", "self", ",", "*", "args", ",", "*", "*", "kwargs", ")", ":", "return", "self", ".", "doctype", ".", "render", "(", ")", "+", "super", "(", ")", ".", "render", "(", "*", "args", ",", "*", "*", "kwargs", ")" ]

55.333333

0.011905

def start_receive(self, fd, data=None): """ Cause :meth:`poll` to yield `data` when `fd` is readable. """ self._rfds[fd] = (data or fd, self._generation) self._update(fd)

[ "def", "start_receive", "(", "self", ",", "fd", ",", "data", "=", "None", ")", ":", "self", ".", "_rfds", "[", "fd", "]", "=", "(", "data", "or", "fd", ",", "self", ".", "_generation", ")", "self", ".", "_update", "(", "fd", ")" ]

34.166667

0.009524

def observer(names_or_instance, names=None, func=None, change_only=False): """Specify a callback function that will fire on Property value change Observer functions on a HasProperties class fire after the observed Property or Properties have been changed (unlike validator functions that fire on set bef...

[ "def", "observer", "(", "names_or_instance", ",", "names", "=", "None", ",", "func", "=", "None", ",", "change_only", "=", "False", ")", ":", "mode", "=", "'observe_change'", "if", "change_only", "else", "'observe_set'", "if", "names", "is", "None", "and", ...

41.290909

0.00043

def do_POST(self): """ This method will be called for each POST request to one of the listener ports. It parses the CIM-XML export message and delivers the contained CIM indication to the stored listener object. """ # Accept header check described in DSP0200 ...

[ "def", "do_POST", "(", "self", ")", ":", "# Accept header check described in DSP0200", "accept", "=", "self", ".", "headers", ".", "get", "(", "'Accept'", ",", "'text/xml'", ")", "if", "accept", "not", "in", "(", "'text/xml'", ",", "'application/xml'", ",", "'...

42.228395

0.000286

def add_shot(self, shot): """Add a Shot to :attr:`shots`, applying our survey's :attr:`declination` to it.""" shot.declination = self.declination if shot.is_splay: self.splays[shot['FROM']].append(shot) self.shots.append(shot)

[ "def", "add_shot", "(", "self", ",", "shot", ")", ":", "shot", ".", "declination", "=", "self", ".", "declination", "if", "shot", ".", "is_splay", ":", "self", ".", "splays", "[", "shot", "[", "'FROM'", "]", "]", ".", "append", "(", "shot", ")", "s...

44.166667

0.011111

def help_center_category_translation_update(self, category_id, locale, data, **kwargs): "https://developer.zendesk.com/rest_api/docs/help_center/translations#update-translation" api_path = "/api/v2/help_center/categories/{category_id}/translations/{locale}.json" api_path = api_path.format(catego...

[ "def", "help_center_category_translation_update", "(", "self", ",", "category_id", ",", "locale", ",", "data", ",", "*", "*", "kwargs", ")", ":", "api_path", "=", "\"/api/v2/help_center/categories/{category_id}/translations/{locale}.json\"", "api_path", "=", "api_path", "...

83.8

0.01182

def _user_input() -> str: """ A helper function which waits for user multi-line input. :return: A string input by user, separated by ``'\\n'``. """ lines = [] try: while True: line = input() if line != '': lines.append(line) else: ...

[ "def", "_user_input", "(", ")", "->", "str", ":", "lines", "=", "[", "]", "try", ":", "while", "True", ":", "line", "=", "input", "(", ")", "if", "line", "!=", "''", ":", "lines", ".", "append", "(", "line", ")", "else", ":", "break", "except", ...

23.294118

0.002427

def specialInterpretValue(value,index,*args,**kwargs): """Interprets a passed value. In this order: - If it's callable, call it with the parameters provided - If it's a tuple/list/dict and index is not None, look up index within the tuple/list/dict - Else, just return it """ if callable(valu...

[ "def", "specialInterpretValue", "(", "value", ",", "index", ",", "*", "args", ",", "*", "*", "kwargs", ")", ":", "if", "callable", "(", "value", ")", ":", "return", "value", "(", "*", "args", ",", "*", "*", "kwargs", ")", "if", "index", "is", "not"...

54.333333

0.024145

def safe_execfile(self, fname, *where, **kw): """A safe version of the builtin execfile(). This version will never throw an exception, but instead print helpful error messages to the screen. This only works on pure Python files with the .py extension. Parameters ------...

[ "def", "safe_execfile", "(", "self", ",", "fname", ",", "*", "where", ",", "*", "*", "kw", ")", ":", "kw", ".", "setdefault", "(", "'exit_ignore'", ",", "False", ")", "kw", ".", "setdefault", "(", "'raise_exceptions'", ",", "False", ")", "fname", "=", ...

40.183333

0.002024

def from_dict(cls, ctx): 'Instance a new structure from a Python dictionary.' ctx = Context(ctx) s = cls() ContextFlags = ctx['ContextFlags'] setattr(s, 'ContextFlags', ContextFlags) if (ContextFlags & CONTEXT_DEBUG_REGISTERS) == CONTEXT_DEBUG_REGISTERS: for k...

[ "def", "from_dict", "(", "cls", ",", "ctx", ")", ":", "ctx", "=", "Context", "(", "ctx", ")", "s", "=", "cls", "(", ")", "ContextFlags", "=", "ctx", "[", "'ContextFlags'", "]", "setattr", "(", "s", ",", "'ContextFlags'", ",", "ContextFlags", ")", "if...

47.230769

0.002394

def interpolate_with(self, other_tf, t): """Interpolate with another rigid transformation. Parameters ---------- other_tf : :obj:`RigidTransform` The transform to interpolate with. t : float The interpolation step in [0,1], where 0 favors this RigidTrans...

[ "def", "interpolate_with", "(", "self", ",", "other_tf", ",", "t", ")", ":", "if", "t", "<", "0", "or", "t", ">", "1", ":", "raise", "ValueError", "(", "'Must interpolate between 0 and 1'", ")", "interp_translation", "=", "(", "1.0", "-", "t", ")", "*", ...

34

0.011834

def catch_nb_assignment(func): """ Wrapper to catch `nb` keyword arguments This helps catch `nb` keyword arguments and assign onto self when passed to the wrapped function. Used for callback methods when the caller may optionally have a new copy of the originally wrapped `nb` object. """ ...

[ "def", "catch_nb_assignment", "(", "func", ")", ":", "@", "wraps", "(", "func", ")", "def", "wrapper", "(", "self", ",", "*", "args", ",", "*", "*", "kwargs", ")", ":", "nb", "=", "kwargs", ".", "get", "(", "'nb'", ")", "if", "nb", ":", "# Reassi...

27.75

0.001742

def num_tasks(self, work_spec_name): '''Get the total number of work units for some work spec.''' return self.num_finished(work_spec_name) + \ self.num_failed(work_spec_name) + \ self.registry.len(WORK_UNITS_ + work_spec_name)

[ "def", "num_tasks", "(", "self", ",", "work_spec_name", ")", ":", "return", "self", ".", "num_finished", "(", "work_spec_name", ")", "+", "self", ".", "num_failed", "(", "work_spec_name", ")", "+", "self", ".", "registry", ".", "len", "(", "WORK_UNITS_", "...

53.6

0.014706

def _get_github(self): """Creates an instance of github.Github to interact with the repos via the API interface in pygithub. """ from github import Github vms("Querying github with user '{}'.".format(self.username)) g = Github(self.username, self.apikey) self._us...

[ "def", "_get_github", "(", "self", ")", ":", "from", "github", "import", "Github", "vms", "(", "\"Querying github with user '{}'.\"", ".", "format", "(", "self", ".", "username", ")", ")", "g", "=", "Github", "(", "self", ".", "username", ",", "self", ".",...

51.322581

0.010487

def NaiveBayesLearner(dataset): """Just count how many times each value of each input attribute occurs, conditional on the target value. Count the different target values too.""" targetvals = dataset.values[dataset.target] target_dist = CountingProbDist(targetvals) attr_dists = dict(((gv, attr)...

[ "def", "NaiveBayesLearner", "(", "dataset", ")", ":", "targetvals", "=", "dataset", ".", "values", "[", "dataset", ".", "target", "]", "target_dist", "=", "CountingProbDist", "(", "targetvals", ")", "attr_dists", "=", "dict", "(", "(", "(", "gv", ",", "att...

42.923077

0.000876

def get(self): '''taobao.time.get 获取前台展示的店铺类目获取淘宝系统当前时间''' request = TOPRequest('taobao.time.get') self.create(self.execute(request)) return self.time

[ "def", "get", "(", "self", ")", ":", "request", "=", "TOPRequest", "(", "'taobao.time.get'", ")", "self", ".", "create", "(", "self", ".", "execute", "(", "request", ")", ")", "return", "self", ".", "time" ]

27.714286

0.015

def wait_for_build(self, interval=5, path=None): """ A convenience method designed to inform you when a project build has completed. It polls the API every `interval` seconds until there is not a build running. At that point, it returns the "last_build_info" field of the projec...

[ "def", "wait_for_build", "(", "self", ",", "interval", "=", "5", ",", "path", "=", "None", ")", ":", "path", "=", "path", "or", "''", "start", "=", "time", ".", "time", "(", ")", "next_log", "=", "0", "while", "True", ":", "response", "=", "self", ...

44.206897

0.001527

def get(self, key): """Get data for given store key. Raise hug.exceptions.StoreKeyNotFound if key does not exist.""" try: data = self._data[key] except KeyError: raise StoreKeyNotFound(key) return data

[ "def", "get", "(", "self", ",", "key", ")", ":", "try", ":", "data", "=", "self", ".", "_data", "[", "key", "]", "except", "KeyError", ":", "raise", "StoreKeyNotFound", "(", "key", ")", "return", "data" ]

35.857143

0.011673

def validate_settings(settings): """ Raise an error in prod if we see any insecure settings. This used to warn during development but that was changed in 71718bec324c2561da6cc3990c927ee87362f0f7 """ from django.core.exceptions import ImproperlyConfigured if settings.SECRET_KEY == '': ...

[ "def", "validate_settings", "(", "settings", ")", ":", "from", "django", ".", "core", ".", "exceptions", "import", "ImproperlyConfigured", "if", "settings", ".", "SECRET_KEY", "==", "''", ":", "msg", "=", "'settings.SECRET_KEY cannot be blank! Check your local settings'...

40.083333

0.001015

def parse_requirements(filename, finder=None, comes_from=None, options=None, session=None, wheel_cache=None): """ Parse a requirements file and yield InstallRequirement instances. :param filename: Path or url of requirements file. :param finder: Instance of pip.index.Pack...

[ "def", "parse_requirements", "(", "filename", ",", "finder", "=", "None", ",", "comes_from", "=", "None", ",", "options", "=", "None", ",", "session", "=", "None", ",", "wheel_cache", "=", "None", ")", ":", "if", "session", "is", "None", ":", "raise", ...

36.375

0.000837

def bitwise_xor(self, t): """ Operation xor :param t: The other operand. """ # Using same variables as in paper s = self new_interval = (s.bitwise_not().bitwise_or(t)).bitwise_not().bitwise_or(s.bitwise_or(t.bitwise_not()).bitwise_not()) return new_int...

[ "def", "bitwise_xor", "(", "self", ",", "t", ")", ":", "# Using same variables as in paper", "s", "=", "self", "new_interval", "=", "(", "s", ".", "bitwise_not", "(", ")", ".", "bitwise_or", "(", "t", ")", ")", ".", "bitwise_not", "(", ")", ".", "bitwise...

29.727273

0.008902

def Overlay_highlightFrame(self, frameId, **kwargs): """ Function path: Overlay.highlightFrame Domain: Overlay Method name: highlightFrame Parameters: Required arguments: 'frameId' (type: Page.FrameId) -> Identifier of the frame to highlight. Optional arguments: 'contentColor' (type: D...

[ "def", "Overlay_highlightFrame", "(", "self", ",", "frameId", ",", "*", "*", "kwargs", ")", ":", "expected", "=", "[", "'contentColor'", ",", "'contentOutlineColor'", "]", "passed_keys", "=", "list", "(", "kwargs", ".", "keys", "(", ")", ")", "assert", "al...

41.347826

0.034943

def affected_files(self): """ Get's a fast accessible file changes for given changeset """ added, modified, deleted = self._changes_cache return list(added.union(modified).union(deleted))

[ "def", "affected_files", "(", "self", ")", ":", "added", ",", "modified", ",", "deleted", "=", "self", ".", "_changes_cache", "return", "list", "(", "added", ".", "union", "(", "modified", ")", ".", "union", "(", "deleted", ")", ")" ]

37

0.008811

def update_app(id, config): ''' Update the specified app with the given configuration. CLI Example: .. code-block:: bash salt marathon-minion-id marathon.update_app my-app '<config yaml>' ''' if 'id' not in config: config['id'] = id config.pop('version', None) # mirror...

[ "def", "update_app", "(", "id", ",", "config", ")", ":", "if", "'id'", "not", "in", "config", ":", "config", "[", "'id'", "]", "=", "id", "config", ".", "pop", "(", "'version'", ",", "None", ")", "# mirror marathon-ui handling for uris deprecation (see", "# ...

29.763158

0.000856

def gpio_set(self, pins, states): """Sets the state for one or more user-controllable GPIOs. For each of the given pins, sets the the corresponding state based on the index. Args: self (JLink): the ``JLink`` instance pins (list): list of GPIO indices state...

[ "def", "gpio_set", "(", "self", ",", "pins", ",", "states", ")", ":", "if", "len", "(", "pins", ")", "!=", "len", "(", "states", ")", ":", "raise", "ValueError", "(", "'Length mismatch between pins and states.'", ")", "size", "=", "len", "(", "pins", ")"...

35.393939

0.001667

def check_output_format(fmt, nfiles): """Validate file format string. Parameters ---------- fmt : `str` File format string. nfiles : `int` Number of files. Raises ------ ValueError If nfiles < 0 or format string is invalid. """ if nfiles < 0: rai...

[ "def", "check_output_format", "(", "fmt", ",", "nfiles", ")", ":", "if", "nfiles", "<", "0", ":", "raise", "ValueError", "(", "'Invalid file count: '", "+", "str", "(", "nfiles", ")", ")", "if", "nfiles", "==", "1", ":", "return", "try", ":", "fmt", "%...

22.08

0.001736

def offset_to_skydir(skydir, offset_lon, offset_lat, coordsys='CEL', projection='AIT'): """Convert a cartesian offset (X,Y) in the given projection into a SkyCoord.""" offset_lon = np.array(offset_lon, ndmin=1) offset_lat = np.array(offset_lat, ndmin=1) w = create_wcs(skydir, ...

[ "def", "offset_to_skydir", "(", "skydir", ",", "offset_lon", ",", "offset_lat", ",", "coordsys", "=", "'CEL'", ",", "projection", "=", "'AIT'", ")", ":", "offset_lon", "=", "np", ".", "array", "(", "offset_lon", ",", "ndmin", "=", "1", ")", "offset_lat", ...

39.3

0.002488

def is_estimator(model): """ Determines if a model is an estimator using issubclass and isinstance. Parameters ---------- estimator : class or instance The object to test if it is a Scikit-Learn clusterer, especially a Scikit-Learn estimator or Yellowbrick visualizer """ if ...

[ "def", "is_estimator", "(", "model", ")", ":", "if", "inspect", ".", "isclass", "(", "model", ")", ":", "return", "issubclass", "(", "model", ",", "BaseEstimator", ")", "return", "isinstance", "(", "model", ",", "BaseEstimator", ")" ]

30.214286

0.002294

def package_repositories(self): """ Property for accessing :class:`PackageRepositoryManager` instance, which is used to manage package repos. :rtype: yagocd.resources.package_repository.PackageRepositoryManager """ if self._package_repository_manager is None: self._p...

[ "def", "package_repositories", "(", "self", ")", ":", "if", "self", ".", "_package_repository_manager", "is", "None", ":", "self", ".", "_package_repository_manager", "=", "PackageRepositoryManager", "(", "session", "=", "self", ".", "_session", ")", "return", "se...

48.333333

0.009029

def nucnorm(x, rho, penalty, newshape=None): """ Nuclear norm Parameters ---------- penalty : float nuclear norm penalty hyperparameter newshape : tuple, optional Desired shape of the parameters to apply the nuclear norm to. The given parameters are reshaped to an array...

[ "def", "nucnorm", "(", "x", ",", "rho", ",", "penalty", ",", "newshape", "=", "None", ")", ":", "orig_shape", "=", "x", ".", "shape", "if", "newshape", "is", "not", "None", ":", "x", "=", "x", ".", "reshape", "(", "newshape", ")", "u", ",", "s", ...

27.416667

0.001468

def validateDocumentFinal(self, doc): """Does the final step for the document validation once all the incremental validation steps have been completed basically it does the following checks described by the XML Rec Check all the IDREF/IDREFS attributes definition for va...

[ "def", "validateDocumentFinal", "(", "self", ",", "doc", ")", ":", "if", "doc", "is", "None", ":", "doc__o", "=", "None", "else", ":", "doc__o", "=", "doc", ".", "_o", "ret", "=", "libxml2mod", ".", "xmlValidateDocumentFinal", "(", "self", ".", "_o", "...

47.5

0.008264

def run(self): ''' Execute the salt call logic ''' profiling_enabled = self.opts.get('profiling_enabled', False) try: pr = salt.utils.profile.activate_profile(profiling_enabled) try: ret = self.call() finally: sa...

[ "def", "run", "(", "self", ")", ":", "profiling_enabled", "=", "self", ".", "opts", ".", "get", "(", "'profiling_enabled'", ",", "False", ")", "try", ":", "pr", "=", "salt", ".", "utils", ".", "profile", ".", "activate_profile", "(", "profiling_enabled", ...

39.28125

0.002329

def check_collision_state( cls, collision_state, history_id_key, history_id, block_id, checked_ops, affected_opcodes ): """ Given a history ID, see if it already exists at the given block ID (i.e. it's not expired), using the given collision state. Return True if so; False if not...

[ "def", "check_collision_state", "(", "cls", ",", "collision_state", ",", "history_id_key", ",", "history_id", ",", "block_id", ",", "checked_ops", ",", "affected_opcodes", ")", ":", "# seen before in this block?", "if", "collision_state", ".", "has_key", "(", "block_i...

34.367347

0.013279

def products(self): """List of output files produces by self.""" _products = [] for ext in self.exts: prod = Product(ext, self.node.opath_from_ext(ext)) _products.append(prod) return _products

[ "def", "products", "(", "self", ")", ":", "_products", "=", "[", "]", "for", "ext", "in", "self", ".", "exts", ":", "prod", "=", "Product", "(", "ext", ",", "self", ".", "node", ".", "opath_from_ext", "(", "ext", ")", ")", "_products", ".", "append...

30.25

0.008032

def failure_message(description, options): """ Returns a expectation failure message for the given query description. Args: description (str): A description of the failed query. options (Dict[str, Any]): The query options. Returns: str: A message describing the failure. """...

[ "def", "failure_message", "(", "description", ",", "options", ")", ":", "message", "=", "\"expected to find {}\"", ".", "format", "(", "description", ")", "if", "options", "[", "\"count\"", "]", "is", "not", "None", ":", "message", "+=", "\" {count} {times}\"", ...

33.289474

0.000768

def ExpandWindowsUserEnvironmentVariables(data_string, knowledge_base, sid=None, username=None): r"""Take a string and expand windows user environment variables based. Args: data_string...

[ "def", "ExpandWindowsUserEnvironmentVariables", "(", "data_string", ",", "knowledge_base", ",", "sid", "=", "None", ",", "username", "=", "None", ")", ":", "win_environ_regex", "=", "re", ".", "compile", "(", "r\"%([^%]+?)%\"", ")", "components", "=", "[", "]", ...

36.75

0.009114

def push_object(self, channel_id, obj): """Push ``obj`` for ``channel_id``. ``obj`` will be encoded as JSON in the request. """ return self.push(channel_id, json.dumps(obj).replace('"', '\\"'))

[ "def", "push_object", "(", "self", ",", "channel_id", ",", "obj", ")", ":", "return", "self", ".", "push", "(", "channel_id", ",", "json", ".", "dumps", "(", "obj", ")", ".", "replace", "(", "'\"'", ",", "'\\\\\"'", ")", ")" ]

36.833333

0.00885

def delete_dev_vlans(devid, vlanid, auth, url): """ function takes devid and vlanid of specific device and 802.1q VLAN tag and issues a RESTFUL call to remove the specified VLAN from the target device. :param devid: int or str value of the target device :param vlanid: :return:HTTP Status code of...

[ "def", "delete_dev_vlans", "(", "devid", ",", "vlanid", ",", "auth", ",", "url", ")", ":", "remove_dev_vlan_url", "=", "\"/imcrs/vlan/delvlan?devId=\"", "+", "str", "(", "devid", ")", "+", "\"&vlanId=\"", "+", "str", "(", "vlanid", ")", "f_url", "=", "url", ...

47.454545

0.008451

def get_cache_subnet_group(name, region=None, key=None, keyid=None, profile=None): ''' Get information about a cache subnet group. CLI example:: salt myminion boto_elasticache.get_cache_subnet_group mycache_subnet_group ''' conn = _get_conn(region=region, key=key...

[ "def", "get_cache_subnet_group", "(", "name", ",", "region", "=", "None", ",", "key", "=", "None", ",", "keyid", "=", "None", ",", "profile", "=", "None", ")", ":", "conn", "=", "_get_conn", "(", "region", "=", "region", ",", "key", "=", "key", ",", ...

36.534884

0.00124

def same_pyname(expected, pyname): """Check whether `expected` and `pyname` are the same""" if expected is None or pyname is None: return False if expected == pyname: return True if type(expected) not in (pynames.ImportedModule, pynames.ImportedName) \ and type(pyname) not in \ ...

[ "def", "same_pyname", "(", "expected", ",", "pyname", ")", ":", "if", "expected", "is", "None", "or", "pyname", "is", "None", ":", "return", "False", "if", "expected", "==", "pyname", ":", "return", "True", "if", "type", "(", "expected", ")", "not", "i...

41.384615

0.001818

def compar(self, x, y): ''' simple comparator method ''' indX=0 indY=0 a= int(x[0].split('-')[1]) b= int(y[0].split('-')[1]) if a>b: return 1 if a==b: return 0 if a<b: return -1

[ "def", "compar", "(", "self", ",", "x", ",", "y", ")", ":", "indX", "=", "0", "indY", "=", "0", "a", "=", "int", "(", "x", "[", "0", "]", ".", "split", "(", "'-'", ")", "[", "1", "]", ")", "b", "=", "int", "(", "y", "[", "0", "]", "."...

14

0.033445

def _load_network(self): """ Building the predictor out of the model.""" self.embeddings = load_embeddings(self.lang, type='cw') self.model = load_pos_model(lang=self.lang, version=2) def predict_proba(input_): hidden = np.tanh(np.dot(input_, self.model["W1"]) + self.model["b1"]) output = ...

[ "def", "_load_network", "(", "self", ")", ":", "self", ".", "embeddings", "=", "load_embeddings", "(", "self", ".", "lang", ",", "type", "=", "'cw'", ")", "self", ".", "model", "=", "load_pos_model", "(", "lang", "=", "self", ".", "lang", ",", "version...

39

0.014614

def print_memory(function): ''' Decorator that prints memory information at each call of the function ''' import memory_profiler def wrapper(*args,**kwargs): m = StringIO() temp_func = memory_profiler.profile(func = function,stream=m,precision=4) output = temp_func(*args,**kw...

[ "def", "print_memory", "(", "function", ")", ":", "import", "memory_profiler", "def", "wrapper", "(", "*", "args", ",", "*", "*", "kwargs", ")", ":", "m", "=", "StringIO", "(", ")", "temp_func", "=", "memory_profiler", ".", "profile", "(", "func", "=", ...

30.769231

0.021845

def verifymenucheck(self, window_name, object_name): """ Verify a menu item is checked @param window_name: Window name to look for, either full name, LDTP's name convention, or a Unix glob. @type window_name: string @param object_name: Object name to look for, either ful...

[ "def", "verifymenucheck", "(", "self", ",", "window_name", ",", "object_name", ")", ":", "try", ":", "menu_handle", "=", "self", ".", "_get_menu_handle", "(", "window_name", ",", "object_name", ",", "False", ")", "try", ":", "if", "menu_handle", ".", "AXMenu...

33.423077

0.002237

def create(self, workflow_id, email_id, data): """ Manually add a subscriber to a workflow, bypassing the default trigger settings. You can also use this endpoint to trigger a series of automated emails in an API 3.0 workflow type or add subscribers to an automated email queue th...

[ "def", "create", "(", "self", ",", "workflow_id", ",", "email_id", ",", "data", ")", ":", "self", ".", "workflow_id", "=", "workflow_id", "self", ".", "email_id", "=", "email_id", "if", "'email_address'", "not", "in", "data", ":", "raise", "KeyError", "(",...

40.83871

0.002315

def refresh(self): ''' Refresh the list and the screen ''' self._screen.force_update() self._screen.refresh() self._update(1)

[ "def", "refresh", "(", "self", ")", ":", "self", ".", "_screen", ".", "force_update", "(", ")", "self", ".", "_screen", ".", "refresh", "(", ")", "self", ".", "_update", "(", "1", ")" ]

23.857143

0.011561

def get_deviations(self): """get the deviations of the ensemble value from the mean vector Returns ------- en : pyemu.Ensemble Ensemble of deviations from the mean """ bt = False if not self.istransformed: bt = True sel...

[ "def", "get_deviations", "(", "self", ")", ":", "bt", "=", "False", "if", "not", "self", ".", "istransformed", ":", "bt", "=", "True", "self", ".", "_transform", "(", ")", "mean_vec", "=", "self", ".", "mean", "(", ")", "df", "=", "self", ".", "loc...

28.3

0.008547

def add(self, *args): """ Add integers args: args (list): target returns: str """ if (len(args) <= 1): return 0 return sum([int(v) for v in args])

[ "def", "add", "(", "self", ",", "*", "args", ")", ":", "if", "(", "len", "(", "args", ")", "<=", "1", ")", ":", "return", "0", "return", "sum", "(", "[", "int", "(", "v", ")", "for", "v", "in", "args", "]", ")" ]

22.1

0.008696

def filter_time_frame(start, delta): """Filter :class:`.Line` objects by their connection time. :param start: a time expression (see -s argument on --help for its format) to filter log lines that are before this time. :type start: string :param delta: a relative time expression (see -s argument o...

[ "def", "filter_time_frame", "(", "start", ",", "delta", ")", ":", "start_value", "=", "start", "delta_value", "=", "delta", "end_value", "=", "None", "if", "start_value", "is", "not", "''", ":", "start_value", "=", "_date_str_to_datetime", "(", "start_value", ...

30.102564

0.000825

def optimisation_plot(d, overlay_alpha=0.5, **kwargs): """ Plot the result of signal_optimise. `signal_optimiser` must be run first, and the output stored in the `opt` attribute of the latools.D object. Parameters ---------- d : latools.D object A latools data object. overlay_a...

[ "def", "optimisation_plot", "(", "d", ",", "overlay_alpha", "=", "0.5", ",", "*", "*", "kwargs", ")", ":", "if", "not", "hasattr", "(", "d", ",", "'opt'", ")", ":", "raise", "ValueError", "(", "'Please run `signal_optimiser` before trying to plot its results.'", ...

38.452991

0.010618

def index(): """ This is not served anywhere in the web application. It is used explicitly in the context of generating static files since flask-frozen requires url_for's to crawl content. url_for's are not used with result.show_result directly and are instead dynamically generated through javas...

[ "def", "index", "(", ")", ":", "if", "current_app", ".", "config", "[", "'ARA_PLAYBOOK_OVERRIDE'", "]", "is", "not", "None", ":", "override", "=", "current_app", ".", "config", "[", "'ARA_PLAYBOOK_OVERRIDE'", "]", "results", "=", "(", "models", ".", "TaskRes...

43.941176

0.001311

def get_brokendate_fx_forward_rate(self, asset_manager_id, asset_id, price_date, value_date): """ This method takes calculates broken date forward FX rate based on the passed in parameters """ self.logger.info('Calculate broken date FX Forward - Asset Manager: %s - Asset (currency): %s ...

[ "def", "get_brokendate_fx_forward_rate", "(", "self", ",", "asset_manager_id", ",", "asset_id", ",", "price_date", ",", "value_date", ")", ":", "self", ".", "logger", ".", "info", "(", "'Calculate broken date FX Forward - Asset Manager: %s - Asset (currency): %s - Price Date:...

62.4

0.010526

def yiq_to_rgb(y, i=None, q=None): """Convert the color from YIQ coordinates to RGB. Parameters: :y: Tte Y component value [0...1] :i: The I component value [0...1] :q: The Q component value [0...1] Returns: The color as an (r, g, b) tuple in the range: r[0...1], g[0......

[ "def", "yiq_to_rgb", "(", "y", ",", "i", "=", "None", ",", "q", "=", "None", ")", ":", "if", "type", "(", "y", ")", "in", "[", "list", ",", "tuple", "]", ":", "y", ",", "i", ",", "q", "=", "y", "r", "=", "y", "+", "(", "i", "*", "0.9562...

22.777778

0.014041

def _load_manifest_interpret_source(manifest, source, username=None, password=None, verify_certificate=True, do_inherit=True): """ Interpret the <source>, and load the results into <manifest> """ try: if isinstance(source, string_types): if source.startswith("http"): # if man...

[ "def", "_load_manifest_interpret_source", "(", "manifest", ",", "source", ",", "username", "=", "None", ",", "password", "=", "None", ",", "verify_certificate", "=", "True", ",", "do_inherit", "=", "True", ")", ":", "try", ":", "if", "isinstance", "(", "sour...

53

0.002316

def _create_producer(self, settings): """Tries to establish a Kafka consumer connection""" try: brokers = settings['KAFKA_HOSTS'] self.logger.debug("Creating new kafka producer using brokers: " + str(brokers)) return KafkaProducer(boots...

[ "def", "_create_producer", "(", "self", ",", "settings", ")", ":", "try", ":", "brokers", "=", "settings", "[", "'KAFKA_HOSTS'", "]", "self", ".", "logger", ".", "debug", "(", "\"Creating new kafka producer using brokers: \"", "+", "str", "(", "brokers", ")", ...

50.052632

0.008256

def normalize_datum(self, datum): """ Convert `datum` into something that umsgpack likes. :param datum: something that we want to process with umsgpack :return: a packable version of `datum` :raises TypeError: if `datum` cannot be packed This message is called by :meth:...

[ "def", "normalize_datum", "(", "self", ",", "datum", ")", ":", "if", "datum", "is", "None", ":", "return", "datum", "if", "isinstance", "(", "datum", ",", "self", ".", "PACKABLE_TYPES", ")", ":", "return", "datum", "if", "isinstance", "(", "datum", ",", ...

50.347368

0.00041

def get_my_choices_tasks(current_proj): """ Retrieves all tasks in the system for the task management page """ task_list = [] tasks = Task.objects.all() for task in tasks: if task.project == current_proj: task_list.append(task) task_tuple = [] counter = 1 fo...

[ "def", "get_my_choices_tasks", "(", "current_proj", ")", ":", "task_list", "=", "[", "]", "tasks", "=", "Task", ".", "objects", ".", "all", "(", ")", "for", "task", "in", "tasks", ":", "if", "task", ".", "project", "==", "current_proj", ":", "task_list",...

24.647059

0.002299

def convert_month(date, shorten=True, cable=True): """Replace month by shortening or lengthening it. :param shorten: Set to True to shorten month name. :param cable: Set to True if category is Cable. """ month = date.split()[0].lower() if 'sept' in month: shorten = False if cable else T...

[ "def", "convert_month", "(", "date", ",", "shorten", "=", "True", ",", "cable", "=", "True", ")", ":", "month", "=", "date", ".", "split", "(", ")", "[", "0", "]", ".", "lower", "(", ")", "if", "'sept'", "in", "month", ":", "shorten", "=", "False...

30.210526

0.001689

def _canceling_task(self, backend): """ Used internally to decrement `backend`s current and total task counts when `backend` could not be reached. """ with self.backend_mutex: self.backends[backend] -= 1 self.task_counter[backend] -= 1

[ "def", "_canceling_task", "(", "self", ",", "backend", ")", ":", "with", "self", ".", "backend_mutex", ":", "self", ".", "backends", "[", "backend", "]", "-=", "1", "self", ".", "task_counter", "[", "backend", "]", "-=", "1" ]

36.625

0.01

def register_filter_builder(self, function, **kwargs): """Register a filter function with this :class:`~.Filters` instance. This function is curried with :class:`~okcupyd.util.currying.curry` -- that is, it can be invoked partially before it is fully evaluated. This allows us to pass kwa...

[ "def", "register_filter_builder", "(", "self", ",", "function", ",", "*", "*", "kwargs", ")", ":", "kwargs", "[", "'transform'", "]", "=", "function", "if", "kwargs", ".", "get", "(", "'decider'", ")", ":", "kwargs", "[", "'decide'", "]", "=", "kwargs", ...

55.225

0.001335

def AgregarContingencias(self, tipo=None, observacion=None, **kwargs): "Agrega la información referente a los opcionales de la liq. seq." contingencia = dict(tipoContingencia=tipo, observacion=observacion) self.remito['arrayContingencias'].append(dict(contingencia=contingencia)) return T...

[ "def", "AgregarContingencias", "(", "self", ",", "tipo", "=", "None", ",", "observacion", "=", "None", ",", "*", "*", "kwargs", ")", ":", "contingencia", "=", "dict", "(", "tipoContingencia", "=", "tipo", ",", "observacion", "=", "observacion", ")", "self"...

63.8

0.009288

def _raise_disambiguation_error(self, page, pageid): """ parse and throw a disambiguation error """ query_params = { "prop": "revisions", "rvprop": "content", "rvparse": "", "rvlimit": 1, } query_params.update(self.__title_query_param()) ...

[ "def", "_raise_disambiguation_error", "(", "self", ",", "page", ",", "pageid", ")", ":", "query_params", "=", "{", "\"prop\"", ":", "\"revisions\"", ",", "\"rvprop\"", ":", "\"content\"", ",", "\"rvparse\"", ":", "\"\"", ",", "\"rvlimit\"", ":", "1", ",", "}...

39.4

0.002123

def get_host_usage(self): """ get details of CPU, RAM usage of this PC """ import psutil process_names = [proc.name for proc in psutil.process_iter()] cpu_pct = psutil.cpu_percent(interval=1) mem = psutil.virtual_memory() return str(cpu_pct), str(len(pro...

[ "def", "get_host_usage", "(", "self", ")", ":", "import", "psutil", "process_names", "=", "[", "proc", ".", "name", "for", "proc", "in", "psutil", ".", "process_iter", "(", ")", "]", "cpu_pct", "=", "psutil", ".", "cpu_percent", "(", "interval", "=", "1"...

40

0.013587

def validate( self, schema_id, validation_function=None, validation_error_handler=None): """ A decorator that is used to validate incoming requests data against a schema swagger = Swagger(app) @app.route('/pets', methods=['POST']) @sw...

[ "def", "validate", "(", "self", ",", "schema_id", ",", "validation_function", "=", "None", ",", "validation_error_handler", "=", "None", ")", ":", "if", "validation_function", "is", "None", ":", "validation_function", "=", "self", ".", "validation_function", "if",...

36.981481

0.000976

def parse_options_header(value, multiple=False): """Parse a ``Content-Type`` like header into a tuple with the content type and the options: >>> parse_options_header('text/html; charset=utf8') ('text/html', {'charset': 'utf8'}) This should not be used to parse ``Cache-Control`` like headers that u...

[ "def", "parse_options_header", "(", "value", ",", "multiple", "=", "False", ")", ":", "if", "not", "value", ":", "return", "\"\"", ",", "{", "}", "result", "=", "[", "]", "value", "=", "\",\"", "+", "value", ".", "replace", "(", "\"\\n\"", ",", "\",\...

37.228571

0.001121

def compile_file(self, filename, ns): """ Compile a MOF file into a namespace of the associated CIM repository. Parameters: filename (:term:`string`): The path name of the MOF file containing the MOF statements to be compiled. ns (:term:`string`): ...

[ "def", "compile_file", "(", "self", ",", "filename", ",", "ns", ")", ":", "if", "self", ".", "parser", ".", "verbose", ":", "self", ".", "parser", ".", "log", "(", "_format", "(", "\"Compiling file {0!A}\"", ",", "filename", ")", ")", "if", "not", "os"...

33.026316

0.001548

def export_gpg_key(key): """Exports a GPG key and returns it""" cmd = flatten([gnupg_bin(), gnupg_verbose(), gnupg_home(), "--export", key]) handle, gpg_stderr = stderr_handle() try: gpg_proc = subprocess.Popen(cmd, stdout=subprocess.PIPE, # nosec ...

[ "def", "export_gpg_key", "(", "key", ")", ":", "cmd", "=", "flatten", "(", "[", "gnupg_bin", "(", ")", ",", "gnupg_verbose", "(", ")", ",", "gnupg_home", "(", ")", ",", "\"--export\"", ",", "key", "]", ")", "handle", ",", "gpg_stderr", "=", "stderr_han...

40.823529

0.001408

def point_plane_distance(points, plane_normal, plane_origin=[0.0, 0.0, 0.0]): """ The minimum perpendicular distance of a point to a plane. Parameters ----------- points: (n, 3) float, points in space plane_normal: (3,) float, normal vecto...

[ "def", "point_plane_distance", "(", "points", ",", "plane_normal", ",", "plane_origin", "=", "[", "0.0", ",", "0.0", ",", "0.0", "]", ")", ":", "points", "=", "np", ".", "asanyarray", "(", "points", ",", "dtype", "=", "np", ".", "float64", ")", "w", ...

31.45

0.001543

def send(self, signal, **kwargs): """ Sends a signal for the given plugin. :param signal: Name of the signal :type signal: str """ return self.__app.signals.send(signal, plugin=self._plugin, **kwargs)

[ "def", "send", "(", "self", ",", "signal", ",", "*", "*", "kwargs", ")", ":", "return", "self", ".", "__app", ".", "signals", ".", "send", "(", "signal", ",", "plugin", "=", "self", ".", "_plugin", ",", "*", "*", "kwargs", ")" ]

30.25

0.008032

def create_gzip_cache(pelican): '''Create a gzip cache file for every file that a webserver would reasonably want to cache (e.g., text type files). :param pelican: The Pelican instance ''' for dirpath, _, filenames in os.walk(pelican.settings['OUTPUT_PATH']): for name in filenames: ...

[ "def", "create_gzip_cache", "(", "pelican", ")", ":", "for", "dirpath", ",", "_", ",", "filenames", "in", "os", ".", "walk", "(", "pelican", ".", "settings", "[", "'OUTPUT_PATH'", "]", ")", ":", "for", "name", "in", "filenames", ":", "if", "should_compre...

43

0.00207

def close(self): """close an open connection""" if not self.connected: return True self._close() self.connected = False self.log("Closed Connection {}", self.connection_config.interface_name) return True

[ "def", "close", "(", "self", ")", ":", "if", "not", "self", ".", "connected", ":", "return", "True", "self", ".", "_close", "(", ")", "self", ".", "connected", "=", "False", "self", ".", "log", "(", "\"Closed Connection {}\"", ",", "self", ".", "connec...

30.625

0.011905

def delete_differ_record(old_image, durable_model): """Handles a DynamoDB DELETE event type -- For the Differ.""" data = {} for item in old_image: data[item] = DESER.deserialize(old_image[item]) data['configuration'] = {} # we give our own timestamps for TTL deletions del data['eventTim...

[ "def", "delete_differ_record", "(", "old_image", ",", "durable_model", ")", ":", "data", "=", "{", "}", "for", "item", "in", "old_image", ":", "data", "[", "item", "]", "=", "DESER", ".", "deserialize", "(", "old_image", "[", "item", "]", ")", "data", ...

35.545455

0.002494

def writelines(self, lines): """Write a list of strings to file.""" self.make_dir() with open(self.path, "w") as f: return f.writelines(lines)

[ "def", "writelines", "(", "self", ",", "lines", ")", ":", "self", ".", "make_dir", "(", ")", "with", "open", "(", "self", ".", "path", ",", "\"w\"", ")", "as", "f", ":", "return", "f", ".", "writelines", "(", "lines", ")" ]

34.8

0.011236

def mix(color1, color2, weight=Number(50, "%")): """ Mixes together two colors. Specifically, takes the average of each of the RGB components, optionally weighted by the given percentage. The opacity of the colors is also considered when weighting the components. Specifically, takes the average of ...

[ "def", "mix", "(", "color1", ",", "color2", ",", "weight", "=", "Number", "(", "50", ",", "\"%\"", ")", ")", ":", "# This algorithm factors in both the user-provided weight", "# and the difference between the alpha values of the two colors", "# to decide how to perform the weig...

39.069444

0.000347

def _default_static_lib(self, obj_files): """Create a static library (i.e. a ``.a`` / ``.lib`` file). Args: obj_files (List[str]): List of paths of compiled object files. """ c_compiler = self.F90_COMPILER.c_compiler static_lib_dir = os.path.join(self.build_lib, "bez...

[ "def", "_default_static_lib", "(", "self", ",", "obj_files", ")", ":", "c_compiler", "=", "self", ".", "F90_COMPILER", ".", "c_compiler", "static_lib_dir", "=", "os", ".", "path", ".", "join", "(", "self", ".", "build_lib", ",", "\"bezier\"", ",", "\"lib\"",...

42.761905

0.002179

def abu_chart(self, cycle, mass_range=None ,ilabel=True, imlabel=True, imlabel_fontsize=8, imagic=False, boxstable=True, lbound=(-12, 0), plotaxis=[0, 0, 0, 0], show=True, color_map='jet', ifig=None,data_provided=False,thedata=None, ...

[ "def", "abu_chart", "(", "self", ",", "cycle", ",", "mass_range", "=", "None", ",", "ilabel", "=", "True", ",", "imlabel", "=", "True", ",", "imlabel_fontsize", "=", "8", ",", "imagic", "=", "False", ",", "boxstable", "=", "True", ",", "lbound", "=", ...

34.767677

0.016098

def name(self): """Give back tab name if is set else generate name by code""" if self._name: return self._name return self.code.replace('_', ' ').capitalize()

[ "def", "name", "(", "self", ")", ":", "if", "self", ".", "_name", ":", "return", "self", ".", "_name", "return", "self", ".", "code", ".", "replace", "(", "'_'", ",", "' '", ")", ".", "capitalize", "(", ")" ]

38

0.010309

def _add_eap_args(eap_args: Dict[str, str]) -> List[str]: """ Add configuration options suitable for an nmcli con add command for WPA-EAP configuration. These options are mostly in the 802-1x group. The eap_args dict should be a flat structure of arguments. They must contain at least 'eapType', spe...

[ "def", "_add_eap_args", "(", "eap_args", ":", "Dict", "[", "str", ",", "str", "]", ")", "->", "List", "[", "str", "]", ":", "args", "=", "[", "'wifi-sec.key-mgmt'", ",", "'wpa-eap'", "]", "eap_type", "=", "EAP_TYPES", ".", "by_qualified_name", "(", "eap_...

44.714286

0.000782

def calculate_z2pt5_ngaw2(vs30): ''' Reads an array of vs30 values (in m/s) and returns the depth to the 2.5 km/s velocity horizon (in km) Ref: Campbell, K.W. & Bozorgnia, Y., 2014. 'NGA-West2 ground motion model for the average horizontal components of PGA, PGV, and 5pct damped linear accelerat...

[ "def", "calculate_z2pt5_ngaw2", "(", "vs30", ")", ":", "c1", "=", "7.089", "c2", "=", "-", "1.144", "z2pt5", "=", "numpy", ".", "exp", "(", "c1", "+", "numpy", ".", "log", "(", "vs30", ")", "*", "c2", ")", "return", "z2pt5" ]

36.533333

0.001779

def check_vector_template(self): """Determines if features are defined as vector source based on MapViz arguments.""" if self.vector_url is not None and self.vector_layer_name is not None: self.template = 'vector_' + self.template self.vector_source = True else: ...

[ "def", "check_vector_template", "(", "self", ")", ":", "if", "self", ".", "vector_url", "is", "not", "None", "and", "self", ".", "vector_layer_name", "is", "not", "None", ":", "self", ".", "template", "=", "'vector_'", "+", "self", ".", "template", "self",...

42.875

0.008571

def centroid_sources(data, xpos, ypos, box_size=11, footprint=None, error=None, mask=None, centroid_func=centroid_com): """ Calculate the centroid of sources at the defined positions. A cutout image centered on each input position will be used to calculate the centroid position. T...

[ "def", "centroid_sources", "(", "data", ",", "xpos", ",", "ypos", ",", "box_size", "=", "11", ",", "footprint", "=", "None", ",", "error", "=", "None", ",", "mask", "=", "None", ",", "centroid_func", "=", "centroid_com", ")", ":", "xpos", "=", "np", ...

39.290323

0.0002

def AddEventData(self, event_data): """Adds event data. Args: event_data (EventData): event data. Raises: IOError: when the storage writer is closed. OSError: when the storage writer is closed. """ self._RaiseIfNotWritable() event_data = self._PrepareAttributeContainer(event...

[ "def", "AddEventData", "(", "self", ",", "event_data", ")", ":", "self", ".", "_RaiseIfNotWritable", "(", ")", "event_data", "=", "self", ".", "_PrepareAttributeContainer", "(", "event_data", ")", "identifier", "=", "event_data", ".", "GetIdentifier", "(", ")", ...

26.117647

0.002174

def continuous_eval(self): """Evaluate until checkpoints stop being produced.""" for ckpt_path in next_checkpoint(self._hparams.model_dir, self._hparams.eval_timeout_mins): # Skip zero'th step. train_step = decoding.get_step_from_ckpt_path(ckpt_path) if tra...

[ "def", "continuous_eval", "(", "self", ")", ":", "for", "ckpt_path", "in", "next_checkpoint", "(", "self", ".", "_hparams", ".", "model_dir", ",", "self", ".", "_hparams", ".", "eval_timeout_mins", ")", ":", "# Skip zero'th step.", "train_step", "=", "decoding",...

42

0.011655

def kurt(self): """ Kurtosis coefficient value as a result of an uncertainty calculation, defined as:: m4 beta2 = ------ std**4 where m4 is the fourth central moment and std is the standard deviation """ ...

[ "def", "kurt", "(", "self", ")", ":", "mn", "=", "self", ".", "mean", "sd", "=", "self", ".", "std", "kt", "=", "0.0", "if", "abs", "(", "sd", ")", "<=", "1e-8", "else", "np", ".", "mean", "(", "(", "self", ".", "_mcpts", "-", "mn", ")", "*...

29.6

0.008734

def update(self, role_sid=values.unset, attributes=values.unset, friendly_name=values.unset): """ Update the UserInstance :param unicode role_sid: The SID id of the Role assigned to this user :param unicode attributes: A valid JSON string that contains application-specifi...

[ "def", "update", "(", "self", ",", "role_sid", "=", "values", ".", "unset", ",", "attributes", "=", "values", ".", "unset", ",", "friendly_name", "=", "values", ".", "unset", ")", ":", "return", "self", ".", "_proxy", ".", "update", "(", "role_sid", "=...

46.692308

0.008078

def visit_class(rec, cls, op): # type: (Any, Iterable, Union[Callable[..., Any], partial[Any]]) -> None """Apply a function to with "class" in cls.""" if isinstance(rec, MutableMapping): if "class" in rec and rec.get("class") in cls: op(rec) for d in rec: visit_class...

[ "def", "visit_class", "(", "rec", ",", "cls", ",", "op", ")", ":", "# type: (Any, Iterable, Union[Callable[..., Any], partial[Any]]) -> None", "if", "isinstance", "(", "rec", ",", "MutableMapping", ")", ":", "if", "\"class\"", "in", "rec", "and", "rec", ".", "get"...

35.416667

0.002294

def _should_retry(self, context): ''' A function which determines whether or not to retry. :param ~azure.storage.models.RetryContext context: The retry context. This contains the request, response, and other data which can be used to determine whether or not to retry. ...

[ "def", "_should_retry", "(", "self", ",", "context", ")", ":", "# If max attempts are reached, do not retry.", "if", "context", ".", "count", ">=", "self", ".", "max_attempts", ":", "return", "False", "status", "=", "None", "if", "context", ".", "response", "and...

38.672727

0.008253

def crypto_hash_sha512(message): """ Hashes and returns the message ``message``. :param message: bytes :rtype: bytes """ digest = ffi.new("unsigned char[]", crypto_hash_sha512_BYTES) rc = lib.crypto_hash_sha512(digest, message, len(message)) ensure(rc == 0, 'Unexpected librar...

[ "def", "crypto_hash_sha512", "(", "message", ")", ":", "digest", "=", "ffi", ".", "new", "(", "\"unsigned char[]\"", ",", "crypto_hash_sha512_BYTES", ")", "rc", "=", "lib", ".", "crypto_hash_sha512", "(", "digest", ",", "message", ",", "len", "(", "message", ...

31.769231

0.002353

def fit_df(self, dfs, pstate_col=PSTATE_COL): """ Convenience function to fit a model from a list of dataframes """ obs_cols = list(self.emission_name) obs = [df[df.columns.difference([pstate_col])][obs_cols].values for df in dfs] pstates = [df[pstate_col].values for df i...

[ "def", "fit_df", "(", "self", ",", "dfs", ",", "pstate_col", "=", "PSTATE_COL", ")", ":", "obs_cols", "=", "list", "(", "self", ".", "emission_name", ")", "obs", "=", "[", "df", "[", "df", ".", "columns", ".", "difference", "(", "[", "pstate_col", "]...

44.625

0.008242

def write_rtt(jlink): """Writes kayboard input to JLink RTT buffer #0. This method is a loop that blocks waiting on stdin. When enter is pressed, LF and NUL bytes are added to the input and transmitted as a byte list. If the JLink is disconnected, it will exit gracefully. If any other exceptions ar...

[ "def", "write_rtt", "(", "jlink", ")", ":", "try", ":", "while", "jlink", ".", "connected", "(", ")", ":", "bytes", "=", "list", "(", "bytearray", "(", "input", "(", ")", ",", "\"utf-8\"", ")", "+", "b\"\\x0A\\x00\"", ")", "bytes_written", "=", "jlink"...

33.782609

0.001252

def join(*paths): # type: (*Text) -> Text """Join any number of paths together. Arguments: *paths (str): Paths to join, given as positional arguments. Returns: str: The joined path. Example: >>> join('foo', 'bar', 'baz') 'foo/bar/baz' >>> join('foo/bar', '....

[ "def", "join", "(", "*", "paths", ")", ":", "# type: (*Text) -> Text", "absolute", "=", "False", "relpaths", "=", "[", "]", "# type: List[Text]", "for", "p", "in", "paths", ":", "if", "p", ":", "if", "p", "[", "0", "]", "==", "\"/\"", ":", "del", "re...

21.65625

0.001381

def plot(self): """ Returns a hvPlot object to provide a high-level plotting API. To display in a notebook, be sure to run ``intake.output_notebook()`` first. """ try: from hvplot import hvPlot except ImportError: raise ImportError("The in...

[ "def", "plot", "(", "self", ")", ":", "try", ":", "from", "hvplot", "import", "hvPlot", "except", "ImportError", ":", "raise", "ImportError", "(", "\"The intake plotting API requires hvplot.\"", "\"hvplot may be installed with:\\n\\n\"", "\"`conda install -c pyviz hvplot` or ...

40.454545

0.002195