kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def to_string(self, obj): """ Picks up an object and transforms it into a string, by coercing each element in an iterable to a string and then joining them, or by trying to coerce the object directly """ try: converted = [str(element) for element in ob...	[ "def", "to_string", "(", "self", ",", "obj", ")", ":", "try", ":", "converted", "=", "[", "str", "(", "element", ")", "for", "element", "in", "obj", "]", "string", "=", "','", ".", "join", "(", "converted", ")", "except", "TypeError", ":", "# for now...	33.857143	10.571429
def write(to, _vars, _secrets, path, env, y): """Writes data to specific source""" _vars = split_vars(_vars) _secrets = split_vars(_secrets) loader = importlib.import_module("dynaconf.loaders.{}_loader".format(to)) if to in EXTS: # Lets write to a file path = Path(path) if...	[ "def", "write", "(", "to", ",", "_vars", ",", "_secrets", ",", "path", ",", "env", ",", "y", ")", ":", "_vars", "=", "split_vars", "(", "_vars", ")", "_secrets", "=", "split_vars", "(", "_secrets", ")", "loader", "=", "importlib", ".", "import_module",...	36.462687	19
def from_(self, win_pts): """Reverse of :meth:`to_`.""" # make relative to center pixel to convert from window # graphics space to standard X/Y coordinate space win_pts = np.asarray(win_pts, dtype=np.float) has_z = (win_pts.shape[-1] > 2) ctr_pt = list(self.viewer.get_ce...	[ "def", "from_", "(", "self", ",", "win_pts", ")", ":", "# make relative to center pixel to convert from window", "# graphics space to standard X/Y coordinate space", "win_pts", "=", "np", ".", "asarray", "(", "win_pts", ",", "dtype", "=", "np", ".", "float", ")", "has...	29.652174	17.26087
def _get_secrets_to_compare(old_baseline, new_baseline): """ :rtype: list(tuple) :param: tuple is in the following format: filename: str; filename where identified secret is found secret: dict; PotentialSecret json representation is_secret_removed: bool; has the secret been removed f...	[ "def", "_get_secrets_to_compare", "(", "old_baseline", ",", "new_baseline", ")", ":", "def", "_check_string", "(", "a", ",", "b", ")", ":", "if", "a", "==", "b", ":", "return", "0", "if", "a", "<", "b", ":", "return", "-", "1", "return", "1", "def", ...	30.434783	18.173913
def pb2dict(obj): """ Takes a ProtoBuf Message obj and convertes it to a dict. """ adict = {} if not obj.IsInitialized(): return None for field in obj.DESCRIPTOR.fields: if not getattr(obj, field.name): continue if not field.label == FD.LABEL_REPEATED: ...	[ "def", "pb2dict", "(", "obj", ")", ":", "adict", "=", "{", "}", "if", "not", "obj", ".", "IsInitialized", "(", ")", ":", "return", "None", "for", "field", "in", "obj", ".", "DESCRIPTOR", ".", "fields", ":", "if", "not", "getattr", "(", "obj", ",", ...	34.25	14.916667
def _prt_edge(dag_edge, attr): """Print edge attribute""" # sequence parent_graph points attributes type parent_edge_list print("Edge {ATTR}: {VAL}".format(ATTR=attr, VAL=dag_edge.obj_dict[attr]))	[ "def", "_prt_edge", "(", "dag_edge", ",", "attr", ")", ":", "# sequence parent_graph points attributes type parent_edge_list", "print", "(", "\"Edge {ATTR}: {VAL}\"", ".", "format", "(", "ATTR", "=", "attr", ",", "VAL", "=", "dag_edge", ".", "obj_dict", "[", "attr",...	54.25	20.75
def v2_runner_on_ok(self, result, **kwargs): """Run when a task finishes correctly.""" failed = "failed" in result._result unreachable = "unreachable" in result._result if ( "print_action" in result._task.tags or failed or unreachable or s...	[ "def", "v2_runner_on_ok", "(", "self", ",", "result", ",", "", "", "kwargs", ")", ":", "failed", "=", "\"failed\"", "in", "result", ".", "_result", "unreachable", "=", "\"unreachable\"", "in", "result", ".", "_result", "if", "(", "\"print_action\"", "in", ...	35.714286	16.125
def build(self, polygons): """ Build a BSP tree out of `polygons`. When called on an existing tree, the new polygons are filtered down to the bottom of the tree and become new nodes there. Each set of polygons is partitioned using the first polygon (no heuristic is used to pick a...	[ "def", "build", "(", "self", ",", "polygons", ")", ":", "if", "len", "(", "polygons", ")", "==", "0", ":", "return", "if", "not", "self", ".", "plane", ":", "self", ".", "plane", "=", "polygons", "[", "0", "]", ".", "plane", ".", "clone", "(", ...	39.758621	14.448276
def build_weights(realizations, imt_dt): """ :returns: an array with the realization weights of shape (R, M) """ arr = numpy.zeros((len(realizations), len(imt_dt.names))) for m, imt in enumerate(imt_dt.names): arr[:, m] = [rlz.weight[imt] for rlz in realizations] return arr	[ "def", "build_weights", "(", "realizations", ",", "imt_dt", ")", ":", "arr", "=", "numpy", ".", "zeros", "(", "(", "len", "(", "realizations", ")", ",", "len", "(", "imt_dt", ".", "names", ")", ")", ")", "for", "m", ",", "imt", "in", "enumerate", "...	37.375	12.125
def jinja2_output_as_string(impact_report, component_key): """Get a given jinja2 component output as string. Useful for composing complex document. :param impact_report: Impact Report that contains the component key. :type impact_report: safe.report.impact_report.ImpactReport :param component_key...	[ "def", "jinja2_output_as_string", "(", "impact_report", ",", "component_key", ")", ":", "metadata", "=", "impact_report", ".", "metadata", "for", "c", "in", "metadata", ".", "components", ":", "if", "c", ".", "key", "==", "component_key", ":", "if", "c", "."...	35.388889	18.222222
def _caching_enabled(self): """Returns True if caching is enabled per configuration, false otherwise.""" try: config = self._runtime.get_configuration() parameter_id = Id('parameter:useCachingForQualifierIds@json') if config.get_value_by_parameter(parameter_id).get_bo...	[ "def", "_caching_enabled", "(", "self", ")", ":", "try", ":", "config", "=", "self", ".", "_runtime", ".", "get_configuration", "(", ")", "parameter_id", "=", "Id", "(", "'parameter:useCachingForQualifierIds@json'", ")", "if", "config", ".", "get_value_by_paramete...	44	19.090909
def ranges_intersect(rset): """ Recursively calls the range_intersect() - pairwise version. >>> ranges_intersect([(48, 65), (45, 55), (50, 56)]) [50, 55] """ if not rset: return None a = rset[0] for b in rset[1:]: if not a: return None a = range_inte...	[ "def", "ranges_intersect", "(", "rset", ")", ":", "if", "not", "rset", ":", "return", "None", "a", "=", "rset", "[", "0", "]", "for", "b", "in", "rset", "[", "1", ":", "]", ":", "if", "not", "a", ":", "return", "None", "a", "=", "range_intersect"...	19.352941	21.352941
def export(self, path, variables_saver=None): """Exports to SavedModel directory. Args: path: path where to export the SavedModel to. variables_saver: lambda that receives a directory path where to export checkpoints of variables. """ # Operate on a copy of self._proto since it need...	[ "def", "export", "(", "self", ",", "path", ",", "variables_saver", "=", "None", ")", ":", "# Operate on a copy of self._proto since it needs to be modified.", "proto", "=", "saved_model_pb2", ".", "SavedModel", "(", ")", "proto", ".", "CopyFrom", "(", "self", ".", ...	36.25	14.25
def _calc_F_guess(self, alpha, predictions, theta, weights): """Calculate an estimate of the F-measure based on the scores""" num = np.sum(predictions.T * theta * weights, axis=1) den = np.sum((1 - alpha) * theta * weights + \ alpha * predictions.T * weights, axis=1) ...	[ "def", "_calc_F_guess", "(", "self", ",", "alpha", ",", "predictions", ",", "theta", ",", "weights", ")", ":", "num", "=", "np", ".", "sum", "(", "predictions", ".", "T", "", "theta", "", "weights", ",", "axis", "=", "1", ")", "den", "=", "np", ...	47	13.444444
def edit(self, pid=None): """Edit deposit. #. The signal :data:`invenio_records.signals.before_record_update` is sent before the edit execution. #. The following meta information are saved inside the deposit: .. code-block:: python deposit['_deposit']['pid'] = ...	[ "def", "edit", "(", "self", ",", "pid", "=", "None", ")", ":", "pid", "=", "pid", "or", "self", ".", "pid", "with", "db", ".", "session", ".", "begin_nested", "(", ")", ":", "before_record_update", ".", "send", "(", "current_app", ".", "_get_current_ob...	33.533333	21.644444
def bacpypes_debugging(obj): """Function for attaching a debugging logger to a class or function.""" # create a logger for this object logger = logging.getLogger(obj.__module__ + '.' + obj.__name__) # make it available to instances obj._logger = logger obj._debug = logger.debug obj._info = ...	[ "def", "bacpypes_debugging", "(", "obj", ")", ":", "# create a logger for this object", "logger", "=", "logging", ".", "getLogger", "(", "obj", ".", "__module__", "+", "'.'", "+", "obj", ".", "__name__", ")", "# make it available to instances", "obj", ".", "_logge...	31	14.933333
def store_psm_protein_relations(fn, header, pgdb, proteins): """Reads PSMs from file, extracts their proteins and peptides and passes them to a database backend in chunks. """ # TODO do we need an OrderedDict or is regular dict enough? # Sorting for psm_id useful? allpsms = OrderedDict() las...	[ "def", "store_psm_protein_relations", "(", "fn", ",", "header", ",", "pgdb", ",", "proteins", ")", ":", "# TODO do we need an OrderedDict or is regular dict enough?", "# Sorting for psm_id useful?", "allpsms", "=", "OrderedDict", "(", ")", "last_id", ",", "psmids_to_store",...	39.896552	11.655172
def nss(prediction, fix): """ Compute the normalized scanpath salience input: fix : list, l[0] contains y, l[1] contains x """ prediction = prediction - np.mean(prediction) prediction = prediction / np.std(prediction) return np.mean(prediction[fix[0], fix[1]])	[ "def", "nss", "(", "prediction", ",", "fix", ")", ":", "prediction", "=", "prediction", "-", "np", ".", "mean", "(", "prediction", ")", "prediction", "=", "prediction", "/", "np", ".", "std", "(", "prediction", ")", "return", "np", ".", "mean", "(", ...	26.181818	14.909091
def _decompose_slice(key, size): """ convert a slice to successive two slices. The first slice always has a positive step. """ start, stop, step = key.indices(size) if step > 0: # If key already has a positive step, use it as is in the backend return key, slice(None) else: ...	[ "def", "_decompose_slice", "(", "key", ",", "size", ")", ":", "start", ",", "stop", ",", "step", "=", "key", ".", "indices", "(", "size", ")", "if", "step", ">", "0", ":", "# If key already has a positive step, use it as is in the backend", "return", "key", ",...	40.142857	13.5
def use_plenary_authorization_view(self): """Pass through to provider AuthorizationLookupSession.use_plenary_authorization_view""" self._object_views['authorization'] = PLENARY # self._get_provider_session('authorization_lookup_session') # To make sure the session is tracked for session ...	[ "def", "use_plenary_authorization_view", "(", "self", ")", ":", "self", ".", "_object_views", "[", "'authorization'", "]", "=", "PLENARY", "# self._get_provider_session('authorization_lookup_session') # To make sure the session is tracked", "for", "session", "in", "self", ".", ...	52.777778	17.666667
def getPeersCustomFilter(self, filterFunc): ''' getPeersCustomFilter - Get elements who share a parent with this element and also pass a custom filter check @param filterFunc <lambda/function> - Passed in an element, and returns True if it should be treated as a match, otherwise Fal...	[ "def", "getPeersCustomFilter", "(", "self", ",", "filterFunc", ")", ":", "peers", "=", "self", ".", "peers", "if", "peers", "is", "None", ":", "return", "None", "return", "TagCollection", "(", "[", "peer", "for", "peer", "in", "peers", "if", "filterFunc", ...	43.923077	38.384615
def get_metrics_rollups_queue(self, name, queue_name, metric): ''' This operation gets rollup data for Service Bus metrics queue. Rollup data includes the time granularity for the telemetry aggregation as well as the retention settings for each time granularity. name: ...	[ "def", "get_metrics_rollups_queue", "(", "self", ",", "name", ",", "queue_name", ",", "metric", ")", ":", "response", "=", "self", ".", "_perform_get", "(", "self", ".", "_get_get_metrics_rollup_queue_path", "(", "name", ",", "queue_name", ",", "metric", ")", ...	35.625	23.625
def find_field(browser, field_type, value): """ Locate an input field. :param browser: ``world.browser`` :param string field_type: a field type (i.e. `button`) :param string value: an id, name or label This first looks for `value` as the id of the element, else the name of the element, els...	[ "def", "find_field", "(", "browser", ",", "field_type", ",", "value", ")", ":", "return", "find_field_by_id", "(", "browser", ",", "field_type", ",", "value", ")", "+", "find_field_by_name", "(", "browser", ",", "field_type", ",", "value", ")", "+", "find_fi...	34.9375	16.1875
def package_install(name, **kwargs): ''' Install a "package" on the REST server ''' DETAILS = _load_state() if kwargs.get('version', False): version = kwargs['version'] else: version = '1.0' DETAILS['packages'][name] = version _save_state(DETAILS) return {name: versio...	[ "def", "package_install", "(", "name", ",", "", "", "kwargs", ")", ":", "DETAILS", "=", "_load_state", "(", ")", "if", "kwargs", ".", "get", "(", "'version'", ",", "False", ")", ":", "version", "=", "kwargs", "[", "'version'", "]", "else", ":", "ve...	25.916667	14.416667
def middle_end(self, index): """ Set the index (+1) where MIDDLE ends. :param int index: the new index for MIDDLE end """ if (index < 0) or (index > self.all_length): raise ValueError(u"The given index is not valid") self.__middle_end = index	[ "def", "middle_end", "(", "self", ",", "index", ")", ":", "if", "(", "index", "<", "0", ")", "or", "(", "index", ">", "self", ".", "all_length", ")", ":", "raise", "ValueError", "(", "u\"The given index is not valid\"", ")", "self", ".", "__middle_end", ...	32.777778	12.333333
def account_status(request): """ Set following ``RequestContext`` variables: * ``ACCOUNT_EXPIRED = boolean``, account was expired state, * ``ACCOUNT_NOT_ACTIVE = boolean``, set when account is not expired, but it is over quotas so it is not active * ``EXPI...	[ "def", "account_status", "(", "request", ")", ":", "if", "request", ".", "user", ".", "is_authenticated", ":", "try", ":", "return", "{", "'ACCOUNT_EXPIRED'", ":", "request", ".", "user", ".", "userplan", ".", "is_expired", "(", ")", ",", "'ACCOUNT_NOT_ACTIV...	41.192308	24.115385
def __get_ws_distance(wstation, latitude, longitude): """Get the distance to the weatherstation from wstation section of json. wstation: weerstation section of buienradar json (dict) latitude: our latitude longitude: our longitude """ if wstation: try: wslat = float(wstation...	[ "def", "__get_ws_distance", "(", "wstation", ",", "latitude", ",", "longitude", ")", ":", "if", "wstation", ":", "try", ":", "wslat", "=", "float", "(", "wstation", "[", "__LAT", "]", ")", "wslon", "=", "float", "(", "wstation", "[", "__LON", "]", ")",...	35.590909	17.636364
def get_certificate_issuer_config(self, **kwargs): # noqa: E501 """Get certificate issuer configuration. # noqa: E501 Provides the configured certificate issuer to be used when creating device certificates for LwM2M communication.<br> # noqa: E501 This method makes a synchronous HTTP reques...	[ "def", "get_certificate_issuer_config", "(", "self", ",", "", "", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'asynchronous'", ")", ":", "return", "self", ".", "get_certif...	50.4	24.85
def unpacktar(tarfile, destdir): """ Unpack given tarball into the specified dir """ nullfd = open(os.devnull, "w") tarfile = cygpath(os.path.abspath(tarfile)) log.debug("unpack tar %s into %s", tarfile, destdir) try: check_call([TAR, '-xzf', tarfile], cwd=destdir, stdout=...	[ "def", "unpacktar", "(", "tarfile", ",", "destdir", ")", ":", "nullfd", "=", "open", "(", "os", ".", "devnull", ",", "\"w\"", ")", "tarfile", "=", "cygpath", "(", "os", ".", "path", ".", "abspath", "(", "tarfile", ")", ")", "log", ".", "debug", "("...	39.083333	16.833333
def _reg(self, name, dtype=BIT, defVal=None, clk=None, rst=None): """ Create register in this unit :param defVal: default value of this register, if this value is specified reset of this component is used (unit has to have single interface of class Rst or Rst_n) ...	[ "def", "_reg", "(", "self", ",", "name", ",", "dtype", "=", "BIT", ",", "defVal", "=", "None", ",", "clk", "=", "None", ",", "rst", "=", "None", ")", ":", "if", "clk", "is", "None", ":", "clk", "=", "getClk", "(", "self", ")", "if", "defVal", ...	36.282051	14.641026
def _make_autoenv(self, action): """ Generate a suitable env variable for this action. This is dependant on our subcommand hierarchy. Review the prog setter for details. """ env = ('%s_%s' % (self.prog, action.dest)).upper() env = re.sub(self.env_scrub_re, '', env.strip()) ...	[ "def", "_make_autoenv", "(", "self", ",", "action", ")", ":", "env", "=", "(", "'%s_%s'", "%", "(", "self", ".", "prog", ",", "action", ".", "dest", ")", ")", ".", "upper", "(", ")", "env", "=", "re", ".", "sub", "(", "self", ".", "env_scrub_re",...	43.636364	11.636364
def validate(self, value, model=None, context=None): """ Perform validation """ from boiler.user.services import role_service self_id = None if model: if isinstance(model, dict): self_id = model.get('id') else: self_id = getattr(mo...	[ "def", "validate", "(", "self", ",", "value", ",", "model", "=", "None", ",", "context", "=", "None", ")", ":", "from", "boiler", ".", "user", ".", "services", "import", "role_service", "self_id", "=", "None", "if", "model", ":", "if", "isinstance", "(...	30.1875	16.4375
def get_jids(): ''' Return a list of all job ids ''' query = '''SELECT jid, load FROM {keyspace}.jids;'''.format(keyspace=_get_keyspace()) ret = {} # cassandra_cql.cql_query may raise a CommandExecutionError try: data = __salt__['cassandra_cql.cql_query'](query) if data: ...	[ "def", "get_jids", "(", ")", ":", "query", "=", "'''SELECT jid, load FROM {keyspace}.jids;'''", ".", "format", "(", "keyspace", "=", "_get_keyspace", "(", ")", ")", "ret", "=", "{", "}", "# cassandra_cql.cql_query may raise a CommandExecutionError", "try", ":", "data"...	29.928571	22.857143
def transform_assign_magic(line): """Handle the `a = %who` syntax.""" m = _assign_magic_re.match(line) if m is not None: cmd = m.group('cmd') lhs = m.group('lhs') new_line = '%s = get_ipython().magic(%r)' % (lhs, cmd) return new_line return line	[ "def", "transform_assign_magic", "(", "line", ")", ":", "m", "=", "_assign_magic_re", ".", "match", "(", "line", ")", "if", "m", "is", "not", "None", ":", "cmd", "=", "m", ".", "group", "(", "'cmd'", ")", "lhs", "=", "m", ".", "group", "(", "'lhs'"...	31.666667	13.111111
def post_send_process(context): """ Task to ensure subscription is bumped or converted """ if "error" in context: return context [deserialized_subscription] = serializers.deserialize( "json", context["subscription"] ) subscription = deserialized_subscription.object [mess...	[ "def", "post_send_process", "(", "context", ")", ":", "if", "\"error\"", "in", "context", ":", "return", "context", "[", "deserialized_subscription", "]", "=", "serializers", ".", "deserialize", "(", "\"json\"", ",", "context", "[", "\"subscription\"", "]", ")",...	40.647059	16.764706
def zip2bytes(compressed): """ UNZIP DATA """ if hasattr(compressed, "read"): return gzip.GzipFile(fileobj=compressed, mode='r') buff = BytesIO(compressed) archive = gzip.GzipFile(fileobj=buff, mode='r') from pyLibrary.env.big_data import safe_size return safe_size(archive)	[ "def", "zip2bytes", "(", "compressed", ")", ":", "if", "hasattr", "(", "compressed", ",", "\"read\"", ")", ":", "return", "gzip", ".", "GzipFile", "(", "fileobj", "=", "compressed", ",", "mode", "=", "'r'", ")", "buff", "=", "BytesIO", "(", "compressed",...	27.727273	13
def fitness(self, width, height): """ In guillotine algorithm case, returns the min of the fitness of all free sections, for the given dimension, both normal and rotated (if rotation enabled.) """ assert(width > 0 and height > 0) # Get best fitness section. ...	[ "def", "fitness", "(", "self", ",", "width", ",", "height", ")", ":", "assert", "(", "width", ">", "0", "and", "height", ">", "0", ")", "# Get best fitness section.", "section", ",", "rotated", "=", "self", ".", "_select_fittest_section", "(", "width", ","...	37.052632	19.052632
def _get_jenks_config(): """ retrieve the jenks configuration object """ config_file = (get_configuration_file() or os.path.expanduser(os.path.join("~", CONFIG_FILE_NAME))) if not os.path.exists(config_file): open(config_file, 'w').close() with open(config_file, 'r') as fh: ...	[ "def", "_get_jenks_config", "(", ")", ":", "config_file", "=", "(", "get_configuration_file", "(", ")", "or", "os", ".", "path", ".", "expanduser", "(", "os", ".", "path", ".", "join", "(", "\"~\"", ",", "CONFIG_FILE_NAME", ")", ")", ")", "if", "not", ...	34.076923	16.923077
def compute(self, activeInput, predictedActiveInput, learn): """ Computes one cycle of the Union Temporal Pooler algorithm. @param activeInput (numpy array) A numpy array of 0's and 1's that comprises the input to the union pooler @param predictedActiveInput (numpy array) A numpy array of 0...	[ "def", "compute", "(", "self", ",", "activeInput", ",", "predictedActiveInput", ",", "learn", ")", ":", "assert", "numpy", ".", "size", "(", "activeInput", ")", "==", "self", ".", "getNumInputs", "(", ")", "assert", "numpy", ".", "size", "(", "predictedAct...	48.507463	29.432836
def create_item(self, item): """ Create a new item in D4S2 service for item at the specified destination. :param item: D4S2Item data to use for creating a D4S2 item :return: requests.Response containing the successful result """ item_dict = { 'project_id': ite...	[ "def", "create_item", "(", "self", ",", "item", ")", ":", "item_dict", "=", "{", "'project_id'", ":", "item", ".", "project_id", ",", "'from_user_id'", ":", "item", ".", "from_user_id", ",", "'to_user_id'", ":", "item", ".", "to_user_id", ",", "'role'", ":...	41.157895	15.578947
def send(self, email=None): """ send email message """ if email is None and self.send_as_one: self.smtp.send_message( self.multipart, self.config['EMAIL'], self.addresses) elif email is not None and self.send_as_one is False: self.smtp.send_message( ...	[ "def", "send", "(", "self", ",", "email", "=", "None", ")", ":", "if", "email", "is", "None", "and", "self", ".", "send_as_one", ":", "self", ".", "smtp", ".", "send_message", "(", "self", ".", "multipart", ",", "self", ".", "config", "[", "'EMAIL'",...	47.555556	12.555556
def migrate(settings_module, app_label=None, migration_name=None, bin_env=None, database=None, pythonpath=None, env=None, noinput=True, runas=None): ''' Run migrate Execute the Django-Admin migrate command (requires Dja...	[ "def", "migrate", "(", "settings_module", ",", "app_label", "=", "None", ",", "migration_name", "=", "None", ",", "bin_env", "=", "None", ",", "database", "=", "None", ",", "pythonpath", "=", "None", ",", "env", "=", "None", ",", "noinput", "=", "True", ...	30.404255	25.297872
def configure_volume(before_change=lambda: None, after_change=lambda: None): '''Set up storage (or don't) according to the charm's volume configuration. Returns the mount point or "ephemeral". before_change and after_change are optional functions to be called if the volume configuration changes. '...	[ "def", "configure_volume", "(", "before_change", "=", "lambda", ":", "None", ",", "after_change", "=", "lambda", ":", "None", ")", ":", "config", "=", "get_config", "(", ")", "if", "not", "config", ":", "hookenv", ".", "log", "(", "'Failed to read volume con...	36.483871	18.741935
def _preprocess_successor(self, state, add_guard=True): #pylint:disable=unused-argument """ Preprocesses the successor state. :param state: the successor state """ # Next, simplify what needs to be simplified if o.SIMPLIFY_EXIT_STATE in state.options: state....	[ "def", "_preprocess_successor", "(", "self", ",", "state", ",", "add_guard", "=", "True", ")", ":", "#pylint:disable=unused-argument", "# Next, simplify what needs to be simplified", "if", "o", ".", "SIMPLIFY_EXIT_STATE", "in", "state", ".", "options", ":", "state", "...	42.918919	22.324324
def to_dict(self): """Converts this object to an (ordered) dictionary of field-value pairs. >>> m = MRZ(['IDAUT10000999<6<<<<<<<<<<<<<<<', '7109094F1112315AUT<<<<<<<<<<<6', 'MUSTERFRAU<<ISOLDE<<<<<<<<<<<<']).to_dict() >>> assert m['type'] == 'ID' and m['country'] == 'AUT' and m['number'] == '10...	[ "def", "to_dict", "(", "self", ")", ":", "result", "=", "OrderedDict", "(", ")", "result", "[", "'mrz_type'", "]", "=", "self", ".", "mrz_type", "result", "[", "'valid_score'", "]", "=", "self", ".", "valid_score", "if", "self", ".", "mrz_type", "is", ...	51.977778	19.422222
async def create_sentinel_pool(sentinels, *, db=None, password=None, encoding=None, minsize=1, maxsize=10, ssl=None, parser=None, timeout=0.2, loop=None): """Create SentinelPool.""" # FIXME: revise default timeout value assert isinstance(sentinel...	[ "async", "def", "create_sentinel_pool", "(", "sentinels", ",", "*", ",", "db", "=", "None", ",", "password", "=", "None", ",", "encoding", "=", "None", ",", "minsize", "=", "1", ",", "maxsize", "=", "10", ",", "ssl", "=", "None", ",", "parser", "=", ...	39.55	11.75
def get_node(conn, name): ''' Return a node for the named VM ''' for node in conn.list_servers(per_page=1000): if node['name'] == name: return node	[ "def", "get_node", "(", "conn", ",", "name", ")", ":", "for", "node", "in", "conn", ".", "list_servers", "(", "per_page", "=", "1000", ")", ":", "if", "node", "[", "'name'", "]", "==", "name", ":", "return", "node" ]	25.285714	17.285714
async def lookup_entities(client, args): """Search for entities by phone number, email, or gaia_id.""" lookup_spec = _get_lookup_spec(args.entity_identifier) request = hangups.hangouts_pb2.GetEntityByIdRequest( request_header=client.get_request_header(), batch_lookup_spec=[lookup_spec], ...	[ "async", "def", "lookup_entities", "(", "client", ",", "args", ")", ":", "lookup_spec", "=", "_get_lookup_spec", "(", "args", ".", "entity_identifier", ")", "request", "=", "hangups", ".", "hangouts_pb2", ".", "GetEntityByIdRequest", "(", "request_header", "=", ...	40.230769	12.153846
def summary(self, prn=None, lfilter=None): """prints a summary of each SndRcv packet pair prn: function to apply to each packet pair instead of lambda s, r: "%s ==> %s" % (s.summary(),r.summary()) lfilter: truth function to apply to each packet pair to decide whether it will be displayed""" for s, r...	[ "def", "summary", "(", "self", ",", "prn", "=", "None", ",", "lfilter", "=", "None", ")", ":", "for", "s", ",", "r", "in", "self", ".", "res", ":", "if", "lfilter", "is", "not", "None", ":", "if", "not", "lfilter", "(", "s", ",", "r", ")", ":...	45.75	12.583333
def _encode_uuid(name, value, dummy, opts): """Encode uuid.UUID.""" uuid_representation = opts.uuid_representation # Python Legacy Common Case if uuid_representation == OLD_UUID_SUBTYPE: return b"\x05" + name + b'\x10\x00\x00\x00\x03' + value.bytes # Java Legacy elif uuid_representation ...	[ "def", "_encode_uuid", "(", "name", ",", "value", ",", "dummy", ",", "opts", ")", ":", "uuid_representation", "=", "opts", ".", "uuid_representation", "# Python Legacy Common Case", "if", "uuid_representation", "==", "OLD_UUID_SUBTYPE", ":", "return", "b\"\\x05\"", ...	41.111111	16.055556
def is_in_bounds(self, x): """not yet tested""" if self.bounds is None: return True for ib in [0, 1]: if self.bounds[ib] is None: continue for i in rglen(x): idx = min([i, len(self.bounds[ib]) - 1]) if self.bound...	[ "def", "is_in_bounds", "(", "self", ",", "x", ")", ":", "if", "self", ".", "bounds", "is", "None", ":", "return", "True", "for", "ib", "in", "[", "0", ",", "1", "]", ":", "if", "self", ".", "bounds", "[", "ib", "]", "is", "None", ":", "continue...	35.692308	13.692308
def topics_in(self, d, topn=5): """ List the top ``topn`` topics in document ``d``. """ return self.theta.features[d].top(topn)	[ "def", "topics_in", "(", "self", ",", "d", ",", "topn", "=", "5", ")", ":", "return", "self", ".", "theta", ".", "features", "[", "d", "]", ".", "top", "(", "topn", ")" ]	31	6.2
def thaw(vault_client, src_file, opt): """Given the combination of a Secretfile and the output of a freeze operation, will restore secrets to usable locations""" if not os.path.exists(src_file): raise aomi.exceptions.AomiFile("%s does not exist" % src_file) tmp_dir = ensure_tmpdir() zip_fil...	[ "def", "thaw", "(", "vault_client", ",", "src_file", ",", "opt", ")", ":", "if", "not", "os", ".", "path", ".", "exists", "(", "src_file", ")", ":", "raise", "aomi", ".", "exceptions", ".", "AomiFile", "(", "\"%s does not exist\"", "%", "src_file", ")", ...	42.111111	13.722222
def namePop(ctxt): """Pops the top element name from the name stack """ if ctxt is None: ctxt__o = None else: ctxt__o = ctxt._o ret = libxml2mod.namePop(ctxt__o) return ret	[ "def", "namePop", "(", "ctxt", ")", ":", "if", "ctxt", "is", "None", ":", "ctxt__o", "=", "None", "else", ":", "ctxt__o", "=", "ctxt", ".", "_o", "ret", "=", "libxml2mod", ".", "namePop", "(", "ctxt__o", ")", "return", "ret" ]	31.166667	11.5
def accpro20_summary(self, cutoff): """Parse the ACCpro output file and return a summary of percent exposed/buried residues based on a cutoff. Below the cutoff = buried Equal to or greater than cutoff = exposed The default cutoff used in accpro is 25%. The output file is just a...	[ "def", "accpro20_summary", "(", "self", ",", "cutoff", ")", ":", "summary", "=", "{", "}", "if", "cutoff", "<", "1", ":", "cutoff", "=", "1", "*", "100", "records", "=", "read_accpro20", "(", "self", ".", "out_accpro20", ")", "for", "k", ",", "v", ...	28.780488	23.292683
def matrix(self): """:obj:`numpy.ndarray` of float: The canonical 4x4 matrix representation of this transform. The first three columns contain the columns of the rotation matrix followed by a zero, and the last column contains the translation vector followed by a one. ""...	[ "def", "matrix", "(", "self", ")", ":", "return", "np", ".", "r_", "[", "np", ".", "c_", "[", "self", ".", "_rotation", ",", "self", ".", "_translation", "]", ",", "[", "[", "0", ",", "0", ",", "0", ",", "1", "]", "]", "]" ]	43.222222	20.666667
def offset_mode(data): """Compute Mode using a histogram with `sqrt(data.size)` bins""" nbins = int(np.ceil(np.sqrt(data.size))) mind, maxd = data.min(), data.max() histo = np.histogram(data, nbins, density=True, range=(mind, maxd)) dx = abs(histo[1][1] - histo[1][2]) / 2 hx = histo[1][1:] - dx ...	[ "def", "offset_mode", "(", "data", ")", ":", "nbins", "=", "int", "(", "np", ".", "ceil", "(", "np", ".", "sqrt", "(", "data", ".", "size", ")", ")", ")", "mind", ",", "maxd", "=", "data", ".", "min", "(", ")", ",", "data", ".", "max", "(", ...	37.5	12.9
def complete_rule(rule, cmd): '''complete using one rule''' global rline_mpstate rule_components = rule.split(' ') # complete the empty string (e.g "graph <TAB><TAB>") if len(cmd) == 0: return rule_expand(rule_components[0], "") # check it matches so far for i in range(len(cmd)-1)...	[ "def", "complete_rule", "(", "rule", ",", "cmd", ")", ":", "global", "rline_mpstate", "rule_components", "=", "rule", ".", "split", "(", "' '", ")", "# complete the empty string (e.g \"graph <TAB><TAB>\")", "if", "len", "(", "cmd", ")", "==", "0", ":", "return"...	29.705882	17.941176
def mouseGestureHandler(self, info): """This is the callback for MouseClickContext. Passed to VideoWidget as a parameter """ print(self.pre, ": mouseGestureHandler: ") # * single click events * if (info.fsingle): print(self.pre, ": mouseGestureHandler: single cli...	[ "def", "mouseGestureHandler", "(", "self", ",", "info", ")", ":", "print", "(", "self", ".", "pre", ",", "\": mouseGestureHandler: \"", ")", "# * single click events *", "if", "(", "info", ".", "fsingle", ")", ":", "print", "(", "self", ".", "pre", ",", ...	48.086957	15.26087
def ignore(self, matcher): ''' Unblock and ignore the matched events, if any. ''' events = self.eventtree.findAndRemove(matcher) for e in events: self.queue.unblock(e) e.canignore = True	[ "def", "ignore", "(", "self", ",", "matcher", ")", ":", "events", "=", "self", ".", "eventtree", ".", "findAndRemove", "(", "matcher", ")", "for", "e", "in", "events", ":", "self", ".", "queue", ".", "unblock", "(", "e", ")", "e", ".", "canignore", ...	30.625	16.875
def replace(self, year=None, month=None, day=None): """ Returns a new datetime.date or asn1crypto.util.extended_date object with the specified components replaced :return: A datetime.date or asn1crypto.util.extended_date object """ if year is None: ...	[ "def", "replace", "(", "self", ",", "year", "=", "None", ",", "month", "=", "None", ",", "day", "=", "None", ")", ":", "if", "year", "is", "None", ":", "year", "=", "self", ".", "year", "if", "month", "is", "None", ":", "month", "=", "self", "....	22.961538	20.884615
def version(self): """Returns the device's version. The device's version is returned as a string of the format: M.mr where ``M`` is major number, ``m`` is minor number, and ``r`` is revision character. Args: self (JLink): the ``JLink`` instance Returns: ...	[ "def", "version", "(", "self", ")", ":", "version", "=", "int", "(", "self", ".", "_dll", ".", "JLINKARM_GetDLLVersion", "(", ")", ")", "major", "=", "version", "/", "10000", "minor", "=", "(", "version", "/", "100", ")", "%", "100", "rev", "=", "v...	31.789474	19.421053
def get_column_list_prefixed(self): """ Returns a list of columns """ return map( lambda x: ".".join([self.name, x]), self.columns )	[ "def", "get_column_list_prefixed", "(", "self", ")", ":", "return", "map", "(", "lambda", "x", ":", "\".\"", ".", "join", "(", "[", "self", ".", "name", ",", "x", "]", ")", ",", "self", ".", "columns", ")" ]	24.125	10.375
def setProp(self, name, value): """Set (or reset) an attribute carried by a node. If @name has a prefix, then the corresponding namespace-binding will be used, if in scope; it is an error it there's no such ns-binding for the prefix in scope. """ ret = libxml2mod.xmlSetPro...	[ "def", "setProp", "(", "self", ",", "name", ",", "value", ")", ":", "ret", "=", "libxml2mod", ".", "xmlSetProp", "(", "self", ".", "_o", ",", "name", ",", "value", ")", "if", "ret", "is", "None", ":", "raise", "treeError", "(", "'xmlSetProp() failed'",...	50.222222	13.777778
def warn(msg, level=0, prefix=True): """Prints the specified message as a warning; prepends "WARNING" to the message, so that can be left off. """ if will_print(level): printer(("WARNING: " if prefix else "") + msg, "yellow")	[ "def", "warn", "(", "msg", ",", "level", "=", "0", ",", "prefix", "=", "True", ")", ":", "if", "will_print", "(", "level", ")", ":", "printer", "(", "(", "\"WARNING: \"", "if", "prefix", "else", "\"\"", ")", "+", "msg", ",", "\"yellow\"", ")" ]	40.666667	7.333333
async def fetchrow(self, *, timeout=None): r"""Return the next row. :param float timeout: Optional timeout value in seconds. :return: A :class:`Record` instance. """ self._check_ready() if self._exhausted: return None recs = await self._exec(1, timeo...	[ "async", "def", "fetchrow", "(", "self", ",", "*", ",", "timeout", "=", "None", ")", ":", "self", ".", "_check_ready", "(", ")", "if", "self", ".", "_exhausted", ":", "return", "None", "recs", "=", "await", "self", ".", "_exec", "(", "1", ",", "tim...	27.8	14.133333
def _should_fetch_reason_with_robots(self, request: Request) -> Tuple[bool, str]: '''Return info whether the URL should be fetched including checking robots.txt. Coroutine. ''' result = yield from \ self._fetch_rule.check_initial_web_request(self._item_session, reque...	[ "def", "_should_fetch_reason_with_robots", "(", "self", ",", "request", ":", "Request", ")", "->", "Tuple", "[", "bool", ",", "str", "]", ":", "result", "=", "yield", "from", "self", ".", "_fetch_rule", ".", "check_initial_web_request", "(", "self", ".", "_i...	37.444444	29
def phonetic_fingerprint( phrase, phonetic_algorithm=double_metaphone, joiner=' ', args, *kwargs ): """Return the phonetic fingerprint of a phrase. This is a wrapper for :py:meth:`Phonetic.fingerprint`. Parameters ---------- phrase : str The string from which to calculate the phoneti...	[ "def", "phonetic_fingerprint", "(", "phrase", ",", "phonetic_algorithm", "=", "double_metaphone", ",", "joiner", "=", "' '", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "return", "Phonetic", "(", ")", ".", "fingerprint", "(", "phrase", ",", "phone...	31.05	22.95
def create_assessment(self, assessment_form): """Creates a new ``Assessment``. arg: assessment_form (osid.assessment.AssessmentForm): the form for this ``Assessment`` return: (osid.assessment.Assessment) - the new ``Assessment`` raise: IllegalState - ``assessment_for...	[ "def", "create_assessment", "(", "self", ",", "assessment_form", ")", ":", "# Implemented from template for", "# osid.resource.ResourceAdminSession.create_resource_template", "collection", "=", "JSONClientValidated", "(", "'assessment'", ",", "collection", "=", "'Assessment'", ...	51.186047	24.27907
def get_blob(self, index): """Return a blob with the event at the given index""" self.log.info("Retrieving blob #{}".format(index)) if index > len(self.event_offsets) - 1: self.log.info("Index not in cache, caching offsets") self._cache_offsets(index, verbose=False) ...	[ "def", "get_blob", "(", "self", ",", "index", ")", ":", "self", ".", "log", ".", "info", "(", "\"Retrieving blob #{}\"", ".", "format", "(", "index", ")", ")", "if", "index", ">", "len", "(", "self", ".", "event_offsets", ")", "-", "1", ":", "self", ...	41.294118	12.411765
def _compensate_humidity(self, adc_h): """Compensate humidity. Formula from datasheet Bosch BME280 Environmental sensor. 8.1 Compensation formulas in double precision floating point Edition BST-BME280-DS001-10 \| Revision 1.1 \| May 2015. """ var_h = self._temp_fine - 7680...	[ "def", "_compensate_humidity", "(", "self", ",", "adc_h", ")", ":", "var_h", "=", "self", ".", "_temp_fine", "-", "76800.0", "if", "var_h", "==", "0", ":", "return", "0", "var_h", "=", "(", "(", "adc_h", "-", "(", "self", ".", "_calibration_h", "[", ...	36.25	21.333333
def newick_replace_otuids(tree, biomf): """ Replace the OTU ids in the Newick phylogenetic tree format with truncated OTU names """ for val, id_, md in biomf.iter(axis="observation"): otu_loc = find_otu(id_, tree) if otu_loc is not None: tree = tree[:otu_loc] + \ ...	[ "def", "newick_replace_otuids", "(", "tree", ",", "biomf", ")", ":", "for", "val", ",", "id_", ",", "md", "in", "biomf", ".", "iter", "(", "axis", "=", "\"observation\"", ")", ":", "otu_loc", "=", "find_otu", "(", "id_", ",", "tree", ")", "if", "otu_...	34.333333	11.166667
def insertVariantAnnotationSet(self, variantAnnotationSet): """ Inserts a the specified variantAnnotationSet into this repository. """ analysisJson = json.dumps( protocol.toJsonDict(variantAnnotationSet.getAnalysis())) try: models.Variantannotationset.crea...	[ "def", "insertVariantAnnotationSet", "(", "self", ",", "variantAnnotationSet", ")", ":", "analysisJson", "=", "json", ".", "dumps", "(", "protocol", ".", "toJsonDict", "(", "variantAnnotationSet", ".", "getAnalysis", "(", ")", ")", ")", "try", ":", "models", "...	50.578947	18.473684
def close(self): """ Close a Circuit Breaker #TODO Check """ self.grid._graph.add_edge(self.branch_nodes[0], self.branch_nodes[1], branch=self.branch) self.status = 'closed'	[ "def", "close", "(", "self", ")", ":", "self", ".", "grid", ".", "_graph", ".", "add_edge", "(", "self", ".", "branch_nodes", "[", "0", "]", ",", "self", ".", "branch_nodes", "[", "1", "]", ",", "branch", "=", "self", ".", "branch", ")", "self", ...	40.2	18.2
def goldstein_price(theta): """Goldstein-Price function""" x, y = theta obj = (1 + (x + y + 1) ** 2 * (19 - 14 * x + 3 * x ** 2 - 14 * y + 6 * x * y + 3 * y ** 2)) * \ (30 + (2 * x - 3 * y) ** 2 * (18 - 32 * x + 12 * x ** 2 + 48 * y - 36 * x * y + 27 * x ** 2)) grad = np.array([ ...	[ "def", "goldstein_price", "(", "theta", ")", ":", "x", ",", "y", "=", "theta", "obj", "=", "(", "1", "+", "(", "x", "+", "y", "+", "1", ")", "*", "2", "", "(", "19", "-", "14", "", "x", "+", "3", "", "x", "*", "2", "-", "14", "", ...	55.636364	27.454545
def EncoderLayer(feature_depth, feedforward_depth, num_heads, dropout, mode): """Transformer encoder layer. The input to the encoder is a pair (embedded source, mask) where the mask is created from the original source to prevent attending to t...	[ "def", "EncoderLayer", "(", "feature_depth", ",", "feedforward_depth", ",", "num_heads", ",", "dropout", ",", "mode", ")", ":", "# The encoder block expects (activation, mask) as input and returns", "# the new activations only, we add the mask back to output next.", "encoder_block", ...	37.552632	19.657895
def _generate_url_root(protocol, host, port): """ Generate API root URL without resources :param protocol: Web protocol [HTTP \| HTTPS] (string) :param host: Hostname or IP (string) :param port: Service port (string) :return: ROOT url """ return URL_ROOT_PA...	[ "def", "_generate_url_root", "(", "protocol", ",", "host", ",", "port", ")", ":", "return", "URL_ROOT_PATTERN", ".", "format", "(", "protocol", "=", "protocol", ",", "host", "=", "host", ",", "port", "=", "port", ")" ]	40.555556	10.333333
def variable(self, var_name, shape, init, dt=tf.float32, train=None): """Adds a named variable to this bookkeeper or returns an existing one. Variables marked train are returned by the training_variables method. If the requested name already exists and it is compatible (same shape, dt and train) then i...	[ "def", "variable", "(", "self", ",", "var_name", ",", "shape", ",", "init", ",", "dt", "=", "tf", ".", "float32", ",", "train", "=", "None", ")", ":", "# Make sure it is a TF dtype and convert it into a base dtype.", "dt", "=", "tf", ".", "as_dtype", "(", "d...	42.018519	20.462963
def rescale(inlist, newrange=(0, 1)): """ rescale the values in a list between the values in newrange (a tuple with the new minimum and maximum) """ OldMax = max(inlist) OldMin = min(inlist) if OldMin == OldMax: raise RuntimeError('list contains of only one unique value') O...	[ "def", "rescale", "(", "inlist", ",", "newrange", "=", "(", "0", ",", "1", ")", ")", ":", "OldMax", "=", "max", "(", "inlist", ")", "OldMin", "=", "min", "(", "inlist", ")", "if", "OldMin", "==", "OldMax", ":", "raise", "RuntimeError", "(", "'list ...	34.428571	21.428571
def keyPressEvent(self, event): """ Listens for the enter event to check if the query is setup. """ if event.key() in (Qt.Key_Enter, Qt.Key_Return): self.queryEntered.emit(self.query()) super(XOrbQuickFilterWidget, self).keyPressEvent(event)	[ "def", "keyPressEvent", "(", "self", ",", "event", ")", ":", "if", "event", ".", "key", "(", ")", "in", "(", "Qt", ".", "Key_Enter", ",", "Qt", ".", "Key_Return", ")", ":", "self", ".", "queryEntered", ".", "emit", "(", "self", ".", "query", "(", ...	37.75	14.5
def call(func, args, *kwargs): """ :return: a delegator function that returns a tuple (``func``, (seed tuple,)+ ``args``, ``kwargs``). That is, seed tuple is inserted before supplied positional arguments. By default, a thread wrapping ``func`` and all those arguments is spawned. ""...	[ "def", "call", "(", "func", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "def", "f", "(", "seed_tuple", ")", ":", "return", "func", ",", "(", "seed_tuple", ",", ")", "+", "args", ",", "kwargs", "return", "f" ]	39.6	22.6
def get_postmortem_exclusion_list(cls, bits = None): """ Returns the exclusion list for the postmortem debugger. @see: L{get_postmortem_debugger} @type bits: int @param bits: Set to C{32} for the 32 bits debugger, or C{64} for the 64 bits debugger. Set to {None} fo...	[ "def", "get_postmortem_exclusion_list", "(", "cls", ",", "bits", "=", "None", ")", ":", "if", "bits", "is", "None", ":", "bits", "=", "cls", ".", "bits", "elif", "bits", "not", "in", "(", "32", ",", "64", ")", ":", "raise", "NotImplementedError", "(", ...	34.6875	24.375
def enter_event_loop(self): """\ Main loop of the IRCConnection - reads from the socket and dispatches based on regex matching """ patterns = self.dispatch_patterns() self.logger.debug('entering receive loop') while 1: try: data = self...	[ "def", "enter_event_loop", "(", "self", ")", ":", "patterns", "=", "self", ".", "dispatch_patterns", "(", ")", "self", ".", "logger", ".", "debug", "(", "'entering receive loop'", ")", "while", "1", ":", "try", ":", "data", "=", "self", ".", "_sock_file", ...	29	16.48
def run(self): """Start the game loop""" global world self.__is_running = True while(self.__is_running): #Our game loop #Catch our events self.__handle_events() #Update our clock self.__clock.tick(self.preferred_fps) ...	[ "def", "run", "(", "self", ")", ":", "global", "world", "self", ".", "__is_running", "=", "True", "while", "(", "self", ".", "__is_running", ")", ":", "#Our game loop", "#Catch our events", "self", ".", "__handle_events", "(", ")", "#Update our clock", "self",...	31.363636	14.909091
def movement(self): """ Returns the movement of this aspect. The movement is the one of the active object, except if the active is separating but within less than 1 degree. """ mov = self.active.movement if self.orb < 1 and mov == const.SEPARATIVE: ...	[ "def", "movement", "(", "self", ")", ":", "mov", "=", "self", ".", "active", ".", "movement", "if", "self", ".", "orb", "<", "1", "and", "mov", "==", "const", ".", "SEPARATIVE", ":", "mov", "=", "const", ".", "EXACT", "return", "mov" ]	32.181818	15.272727
def dummytable(numrows=100, fields=(('foo', partial(random.randint, 0, 100)), ('bar', partial(random.choice, ('apples', 'pears', 'bananas', 'oranges'))), ('baz', random.random)), wait=0, se...	[ "def", "dummytable", "(", "numrows", "=", "100", ",", "fields", "=", "(", "(", "'foo'", ",", "partial", "(", "random", ".", "randint", ",", "0", ",", "100", ")", ")", ",", "(", "'bar'", ",", "partial", "(", "random", ".", "choice", ",", "(", "'ap...	43.241935	17.951613
def size_tee(Q1, Q2, D, D2, n=1, pipe_diameters=5): r'''Calculates CoV of an optimal or specified tee for mixing at a tee according to [1]_. Assumes turbulent flow. The smaller stream in injected into the main pipe, which continues straight. COV calculation is according to [2]_. .. math:: ...	[ "def", "size_tee", "(", "Q1", ",", "Q2", ",", "D", ",", "D2", ",", "n", "=", "1", ",", "pipe_diameters", "=", "5", ")", ":", "V1", "=", "Q1", "/", "(", "pi", "/", "4", "", "D", "*", "2", ")", "Cv", "=", "Q2", "/", "(", "Q1", "+", "Q2"...	29.439024	22.804878
def set_tag(self, namespace, repository, tag, image_id): """PUT /v1/repositories/(namespace)/(repository)/tags/(tag*)""" return self._http_call(self.TAGS + '/' + tag, put, data=image_id, namespace=namespace, repository=repository)	[ "def", "set_tag", "(", "self", ",", "namespace", ",", "repository", ",", "tag", ",", "image_id", ")", ":", "return", "self", ".", "_http_call", "(", "self", ".", "TAGS", "+", "'/'", "+", "tag", ",", "put", ",", "data", "=", "image_id", ",", "namespac...	68.5	20.75
def simulate_static(self, steps, time, solution = solve_type.RK4): """! @brief Performs static simulation of oscillatory network based on Hodgkin-Huxley neuron model. @details Output dynamic is sensible to amount of steps of simulation and solver of differential equation. P...	[ "def", "simulate_static", "(", "self", ",", "steps", ",", "time", ",", "solution", "=", "solve_type", ".", "RK4", ")", ":", "# Check solver before simulation\r", "if", "(", "solution", "==", "solve_type", ".", "FAST", ")", ":", "raise", "NameError", "(", "\"...	52.017241	31.551724
def set_footer(self, *, text=EmptyEmbed, icon_url=EmptyEmbed): """Sets the footer for the embed content. This function returns the class instance to allow for fluent-style chaining. Parameters ----------- text: :class:`str` The footer text. icon_url:...	[ "def", "set_footer", "(", "self", ",", "*", ",", "text", "=", "EmptyEmbed", ",", "icon_url", "=", "EmptyEmbed", ")", ":", "self", ".", "_footer", "=", "{", "}", "if", "text", "is", "not", "EmptyEmbed", ":", "self", ".", "_footer", "[", "'text'", "]",...	27.818182	20.181818
def fake_print(self): ''' This is the overridden __str__ method for Operation Recursively prints out the actual query to be executed ''' def _fake_run(): kwargs = self.kwargs.copy() kwargs['generate'] = True return _fake_handle_result( getattr(self.migrator, self....	[ "def", "fake_print", "(", "self", ")", ":", "def", "_fake_run", "(", ")", ":", "kwargs", "=", "self", ".", "kwargs", ".", "copy", "(", ")", "kwargs", "[", "'generate'", "]", "=", "True", "return", "_fake_handle_result", "(", "getattr", "(", "self", "."...	33.227273	17.954545
def get_preference_type(self, type, user_id, address, notification): """ Get a preference. Fetch the preference for the given notification for the given communicaiton channel """ path = {} data = {} params = {} # REQUIRED - PATH - user_id ...	[ "def", "get_preference_type", "(", "self", ",", "type", ",", "user_id", ",", "address", ",", "notification", ")", ":", "path", "=", "{", "}", "data", "=", "{", "}", "params", "=", "{", "}", "# REQUIRED - PATH - user_id\r", "\"\"\"ID\"\"\"", "path", "[", "\...	37.964286	28.321429
def request(self, method, url, kwargs): # pylint: disable=arguments-differ """ Overrides Session.request to ensure that the session is authenticated """ self._check_auth() return super(OAuthAPIClient, self).request(method, url, kwargs)	[ "def", "request", "(", "self", ",", "method", ",", "url", ",", "", "", "kwargs", ")", ":", "# pylint: disable=arguments-differ", "self", ".", "_check_auth", "(", ")", "return", "super", "(", "OAuthAPIClient", ",", "self", ")", ".", "request", "(", "metho...	45.833333	20.166667
def image_delete(self, product_id, position, session): '''taobao.fenxiao.product.image.delete 产品图片删除产品图片删除，只删除图片信息，不真正删除图片''' request = TOPRequest('taobao.fenxiao.product.image.delete') request['product_id'] = product_id request['position'] = position self.creat...	[ "def", "image_delete", "(", "self", ",", "product_id", ",", "position", ",", "session", ")", ":", "request", "=", "TOPRequest", "(", "'taobao.fenxiao.product.image.delete'", ")", "request", "[", "'product_id'", "]", "=", "product_id", "request", "[", "'position'",...	46.888889	20.666667
def get_client(client=None): """ Get an ElasticAPM client. :param client: :return: :rtype: elasticapm.base.Client """ global _client tmp_client = client is not None if not tmp_client: config = getattr(django_settings, "ELASTIC_APM", {}) client = config.get("CLIENT",...	[ "def", "get_client", "(", "client", "=", "None", ")", ":", "global", "_client", "tmp_client", "=", "client", "is", "not", "None", "if", "not", "tmp_client", ":", "config", "=", "getattr", "(", "django_settings", ",", "\"ELASTIC_APM\"", ",", "{", "}", ")", ...	24.727273	16.181818
def list(self, options=None, **kwds): """ Endpoint: /photos[/<options>]/list.json Returns a list of Photo objects. The options parameter can be used to narrow down the list. Eg: options={"album": <album_id>} """ option_string = self._build_option_string(options) ...	[ "def", "list", "(", "self", ",", "options", "=", "None", ",", "", "", "kwds", ")", ":", "option_string", "=", "self", ".", "_build_option_string", "(", "options", ")", "photos", "=", "self", ".", "_client", ".", "get", "(", "\"/photos%s/list.json\"", "...	41.692308	12.769231
def radrec(inrange, re, dec): """ Convert from range, right ascension, and declination to rectangular coordinates. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/radrec_c.html :param inrange: Distance of a point from the origin. :type inrange: float :param re: Right ascension of p...	[ "def", "radrec", "(", "inrange", ",", "re", ",", "dec", ")", ":", "inrange", "=", "ctypes", ".", "c_double", "(", "inrange", ")", "re", "=", "ctypes", ".", "c_double", "(", "re", ")", "dec", "=", "ctypes", ".", "c_double", "(", "dec", ")", "rectan"...	33.272727	14.363636
def update_eff_ruptures(self, count_ruptures): """ :param count_ruptures: function or dict src_group_id -> num_ruptures """ for smodel in self.source_models: for sg in smodel.src_groups: sg.eff_ruptures = (count_ruptures(sg.id) ...	[ "def", "update_eff_ruptures", "(", "self", ",", "count_ruptures", ")", ":", "for", "smodel", "in", "self", ".", "source_models", ":", "for", "sg", "in", "smodel", ".", "src_groups", ":", "sg", ".", "eff_ruptures", "=", "(", "count_ruptures", "(", "sg", "."...	45.777778	12.222222
def validate_sum(parameter_container, validation_message, **kwargs): """Validate the sum of parameter value's. :param parameter_container: The container that use this validator. :type parameter_container: ParameterContainer :param validation_message: The message if there is validation error. :type...	[ "def", "validate_sum", "(", "parameter_container", ",", "validation_message", ",", "", "", "kwargs", ")", ":", "parameters", "=", "parameter_container", ".", "get_parameters", "(", "False", ")", "values", "=", "[", "]", "for", "parameter", "in", "parameters", ...	32.574468	20.404255
async def findArtifactFromTask(self, args, *kwargs): """ Get Artifact From Indexed Task Find a task by index path and redirect to the artifact on the most recent run with the given `name`. Note that multiple calls to this endpoint may return artifacts from differen tasks ...	[ "async", "def", "findArtifactFromTask", "(", "self", ",", "", "args", ",", "", "", "kwargs", ")", ":", "return", "await", "self", ".", "_makeApiCall", "(", "self", ".", "funcinfo", "[", "\"findArtifactFromTask\"", "]", ",", "", "args", ",", "", "",...	51.782609	36.478261

def to_string(self, obj): """ Picks up an object and transforms it into a string, by coercing each element in an iterable to a string and then joining them, or by trying to coerce the object directly """ try: converted = [str(element) for element in ob...

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def write(to, _vars, _secrets, path, env, y): """Writes data to specific source""" _vars = split_vars(_vars) _secrets = split_vars(_secrets) loader = importlib.import_module("dynaconf.loaders.{}_loader".format(to)) if to in EXTS: # Lets write to a file path = Path(path) if...

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def from_(self, win_pts): """Reverse of :meth:`to_`.""" # make relative to center pixel to convert from window # graphics space to standard X/Y coordinate space win_pts = np.asarray(win_pts, dtype=np.float) has_z = (win_pts.shape[-1] > 2) ctr_pt = list(self.viewer.get_ce...

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def _get_secrets_to_compare(old_baseline, new_baseline): """ :rtype: list(tuple) :param: tuple is in the following format: filename: str; filename where identified secret is found secret: dict; PotentialSecret json representation is_secret_removed: bool; has the secret been removed f...

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def pb2dict(obj): """ Takes a ProtoBuf Message obj and convertes it to a dict. """ adict = {} if not obj.IsInitialized(): return None for field in obj.DESCRIPTOR.fields: if not getattr(obj, field.name): continue if not field.label == FD.LABEL_REPEATED: ...

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def _prt_edge(dag_edge, attr): """Print edge attribute""" # sequence parent_graph points attributes type parent_edge_list print("Edge {ATTR}: {VAL}".format(ATTR=attr, VAL=dag_edge.obj_dict[attr]))

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def v2_runner_on_ok(self, result, **kwargs): """Run when a task finishes correctly.""" failed = "failed" in result._result unreachable = "unreachable" in result._result if ( "print_action" in result._task.tags or failed or unreachable or s...

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def build(self, polygons): """ Build a BSP tree out of `polygons`. When called on an existing tree, the new polygons are filtered down to the bottom of the tree and become new nodes there. Each set of polygons is partitioned using the first polygon (no heuristic is used to pick a...

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def build_weights(realizations, imt_dt): """ :returns: an array with the realization weights of shape (R, M) """ arr = numpy.zeros((len(realizations), len(imt_dt.names))) for m, imt in enumerate(imt_dt.names): arr[:, m] = [rlz.weight[imt] for rlz in realizations] return arr

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def jinja2_output_as_string(impact_report, component_key): """Get a given jinja2 component output as string. Useful for composing complex document. :param impact_report: Impact Report that contains the component key. :type impact_report: safe.report.impact_report.ImpactReport :param component_key...

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def _caching_enabled(self): """Returns True if caching is enabled per configuration, false otherwise.""" try: config = self._runtime.get_configuration() parameter_id = Id('parameter:useCachingForQualifierIds@json') if config.get_value_by_parameter(parameter_id).get_bo...

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def ranges_intersect(rset): """ Recursively calls the range_intersect() - pairwise version. >>> ranges_intersect([(48, 65), (45, 55), (50, 56)]) [50, 55] """ if not rset: return None a = rset[0] for b in rset[1:]: if not a: return None a = range_inte...

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def export(self, path, variables_saver=None): """Exports to SavedModel directory. Args: path: path where to export the SavedModel to. variables_saver: lambda that receives a directory path where to export checkpoints of variables. """ # Operate on a copy of self._proto since it need...

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def _calc_F_guess(self, alpha, predictions, theta, weights): """Calculate an estimate of the F-measure based on the scores""" num = np.sum(predictions.T * theta * weights, axis=1) den = np.sum((1 - alpha) * theta * weights + \ alpha * predictions.T * weights, axis=1) ...

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def edit(self, pid=None): """Edit deposit. #. The signal :data:`invenio_records.signals.before_record_update` is sent before the edit execution. #. The following meta information are saved inside the deposit: .. code-block:: python deposit['_deposit']['pid'] = ...

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def bacpypes_debugging(obj): """Function for attaching a debugging logger to a class or function.""" # create a logger for this object logger = logging.getLogger(obj.__module__ + '.' + obj.__name__) # make it available to instances obj._logger = logger obj._debug = logger.debug obj._info = ...

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def store_psm_protein_relations(fn, header, pgdb, proteins): """Reads PSMs from file, extracts their proteins and peptides and passes them to a database backend in chunks. """ # TODO do we need an OrderedDict or is regular dict enough? # Sorting for psm_id useful? allpsms = OrderedDict() las...

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def nss(prediction, fix): """ Compute the normalized scanpath salience input: fix : list, l[0] contains y, l[1] contains x """ prediction = prediction - np.mean(prediction) prediction = prediction / np.std(prediction) return np.mean(prediction[fix[0], fix[1]])

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def _decompose_slice(key, size): """ convert a slice to successive two slices. The first slice always has a positive step. """ start, stop, step = key.indices(size) if step > 0: # If key already has a positive step, use it as is in the backend return key, slice(None) else: ...

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def use_plenary_authorization_view(self): """Pass through to provider AuthorizationLookupSession.use_plenary_authorization_view""" self._object_views['authorization'] = PLENARY # self._get_provider_session('authorization_lookup_session') # To make sure the session is tracked for session ...

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def getPeersCustomFilter(self, filterFunc): ''' getPeersCustomFilter - Get elements who share a parent with this element and also pass a custom filter check @param filterFunc <lambda/function> - Passed in an element, and returns True if it should be treated as a match, otherwise Fal...

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def get_metrics_rollups_queue(self, name, queue_name, metric): ''' This operation gets rollup data for Service Bus metrics queue. Rollup data includes the time granularity for the telemetry aggregation as well as the retention settings for each time granularity. name: ...

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def find_field(browser, field_type, value): """ Locate an input field. :param browser: ``world.browser`` :param string field_type: a field type (i.e. `button`) :param string value: an id, name or label This first looks for `value` as the id of the element, else the name of the element, els...

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def package_install(name, **kwargs): ''' Install a "package" on the REST server ''' DETAILS = _load_state() if kwargs.get('version', False): version = kwargs['version'] else: version = '1.0' DETAILS['packages'][name] = version _save_state(DETAILS) return {name: versio...

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def middle_end(self, index): """ Set the index (+1) where MIDDLE ends. :param int index: the new index for MIDDLE end """ if (index < 0) or (index > self.all_length): raise ValueError(u"The given index is not valid") self.__middle_end = index

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def account_status(request): """ Set following ``RequestContext`` variables: * ``ACCOUNT_EXPIRED = boolean``, account was expired state, * ``ACCOUNT_NOT_ACTIVE = boolean``, set when account is not expired, but it is over quotas so it is not active * ``EXPI...

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def __get_ws_distance(wstation, latitude, longitude): """Get the distance to the weatherstation from wstation section of json. wstation: weerstation section of buienradar json (dict) latitude: our latitude longitude: our longitude """ if wstation: try: wslat = float(wstation...

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def get_certificate_issuer_config(self, **kwargs): # noqa: E501 """Get certificate issuer configuration. # noqa: E501 Provides the configured certificate issuer to be used when creating device certificates for LwM2M communication.<br> # noqa: E501 This method makes a synchronous HTTP reques...

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def unpacktar(tarfile, destdir): """ Unpack given tarball into the specified dir """ nullfd = open(os.devnull, "w") tarfile = cygpath(os.path.abspath(tarfile)) log.debug("unpack tar %s into %s", tarfile, destdir) try: check_call([TAR, '-xzf', tarfile], cwd=destdir, stdout=...

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def _reg(self, name, dtype=BIT, defVal=None, clk=None, rst=None): """ Create register in this unit :param defVal: default value of this register, if this value is specified reset of this component is used (unit has to have single interface of class Rst or Rst_n) ...

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def _make_autoenv(self, action): """ Generate a suitable env variable for this action. This is dependant on our subcommand hierarchy. Review the prog setter for details. """ env = ('%s_%s' % (self.prog, action.dest)).upper() env = re.sub(self.env_scrub_re, '', env.strip()) ...

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def validate(self, value, model=None, context=None): """ Perform validation """ from boiler.user.services import role_service self_id = None if model: if isinstance(model, dict): self_id = model.get('id') else: self_id = getattr(mo...

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def get_jids(): ''' Return a list of all job ids ''' query = '''SELECT jid, load FROM {keyspace}.jids;'''.format(keyspace=_get_keyspace()) ret = {} # cassandra_cql.cql_query may raise a CommandExecutionError try: data = __salt__['cassandra_cql.cql_query'](query) if data: ...

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def transform_assign_magic(line): """Handle the `a = %who` syntax.""" m = _assign_magic_re.match(line) if m is not None: cmd = m.group('cmd') lhs = m.group('lhs') new_line = '%s = get_ipython().magic(%r)' % (lhs, cmd) return new_line return line

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def post_send_process(context): """ Task to ensure subscription is bumped or converted """ if "error" in context: return context [deserialized_subscription] = serializers.deserialize( "json", context["subscription"] ) subscription = deserialized_subscription.object [mess...

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def zip2bytes(compressed): """ UNZIP DATA """ if hasattr(compressed, "read"): return gzip.GzipFile(fileobj=compressed, mode='r') buff = BytesIO(compressed) archive = gzip.GzipFile(fileobj=buff, mode='r') from pyLibrary.env.big_data import safe_size return safe_size(archive)

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def fitness(self, width, height): """ In guillotine algorithm case, returns the min of the fitness of all free sections, for the given dimension, both normal and rotated (if rotation enabled.) """ assert(width > 0 and height > 0) # Get best fitness section. ...

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def _get_jenks_config(): """ retrieve the jenks configuration object """ config_file = (get_configuration_file() or os.path.expanduser(os.path.join("~", CONFIG_FILE_NAME))) if not os.path.exists(config_file): open(config_file, 'w').close() with open(config_file, 'r') as fh: ...

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def compute(self, activeInput, predictedActiveInput, learn): """ Computes one cycle of the Union Temporal Pooler algorithm. @param activeInput (numpy array) A numpy array of 0's and 1's that comprises the input to the union pooler @param predictedActiveInput (numpy array) A numpy array of 0...

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def create_item(self, item): """ Create a new item in D4S2 service for item at the specified destination. :param item: D4S2Item data to use for creating a D4S2 item :return: requests.Response containing the successful result """ item_dict = { 'project_id': ite...

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def send(self, email=None): """ send email message """ if email is None and self.send_as_one: self.smtp.send_message( self.multipart, self.config['EMAIL'], self.addresses) elif email is not None and self.send_as_one is False: self.smtp.send_message( ...

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def migrate(settings_module, app_label=None, migration_name=None, bin_env=None, database=None, pythonpath=None, env=None, noinput=True, runas=None): ''' Run migrate Execute the Django-Admin migrate command (requires Dja...

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def configure_volume(before_change=lambda: None, after_change=lambda: None): '''Set up storage (or don't) according to the charm's volume configuration. Returns the mount point or "ephemeral". before_change and after_change are optional functions to be called if the volume configuration changes. '...

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def _preprocess_successor(self, state, add_guard=True): #pylint:disable=unused-argument """ Preprocesses the successor state. :param state: the successor state """ # Next, simplify what needs to be simplified if o.SIMPLIFY_EXIT_STATE in state.options: state....

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def to_dict(self): """Converts this object to an (ordered) dictionary of field-value pairs. >>> m = MRZ(['IDAUT10000999<6<<<<<<<<<<<<<<<', '7109094F1112315AUT<<<<<<<<<<<6', 'MUSTERFRAU<<ISOLDE<<<<<<<<<<<<']).to_dict() >>> assert m['type'] == 'ID' and m['country'] == 'AUT' and m['number'] == '10...

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async def create_sentinel_pool(sentinels, *, db=None, password=None, encoding=None, minsize=1, maxsize=10, ssl=None, parser=None, timeout=0.2, loop=None): """Create SentinelPool.""" # FIXME: revise default timeout value assert isinstance(sentinel...

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def get_node(conn, name): ''' Return a node for the named VM ''' for node in conn.list_servers(per_page=1000): if node['name'] == name: return node

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async def lookup_entities(client, args): """Search for entities by phone number, email, or gaia_id.""" lookup_spec = _get_lookup_spec(args.entity_identifier) request = hangups.hangouts_pb2.GetEntityByIdRequest( request_header=client.get_request_header(), batch_lookup_spec=[lookup_spec], ...

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def summary(self, prn=None, lfilter=None): """prints a summary of each SndRcv packet pair prn: function to apply to each packet pair instead of lambda s, r: "%s ==> %s" % (s.summary(),r.summary()) lfilter: truth function to apply to each packet pair to decide whether it will be displayed""" for s, r...

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def _encode_uuid(name, value, dummy, opts): """Encode uuid.UUID.""" uuid_representation = opts.uuid_representation # Python Legacy Common Case if uuid_representation == OLD_UUID_SUBTYPE: return b"\x05" + name + b'\x10\x00\x00\x00\x03' + value.bytes # Java Legacy elif uuid_representation ...

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def is_in_bounds(self, x): """not yet tested""" if self.bounds is None: return True for ib in [0, 1]: if self.bounds[ib] is None: continue for i in rglen(x): idx = min([i, len(self.bounds[ib]) - 1]) if self.bound...

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def topics_in(self, d, topn=5): """ List the top ``topn`` topics in document ``d``. """ return self.theta.features[d].top(topn)

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31

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def thaw(vault_client, src_file, opt): """Given the combination of a Secretfile and the output of a freeze operation, will restore secrets to usable locations""" if not os.path.exists(src_file): raise aomi.exceptions.AomiFile("%s does not exist" % src_file) tmp_dir = ensure_tmpdir() zip_fil...

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def namePop(ctxt): """Pops the top element name from the name stack """ if ctxt is None: ctxt__o = None else: ctxt__o = ctxt._o ret = libxml2mod.namePop(ctxt__o) return ret

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31.166667

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def accpro20_summary(self, cutoff): """Parse the ACCpro output file and return a summary of percent exposed/buried residues based on a cutoff. Below the cutoff = buried Equal to or greater than cutoff = exposed The default cutoff used in accpro is 25%. The output file is just a...

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def matrix(self): """:obj:`numpy.ndarray` of float: The canonical 4x4 matrix representation of this transform. The first three columns contain the columns of the rotation matrix followed by a zero, and the last column contains the translation vector followed by a one. ""...

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def offset_mode(data): """Compute Mode using a histogram with `sqrt(data.size)` bins""" nbins = int(np.ceil(np.sqrt(data.size))) mind, maxd = data.min(), data.max() histo = np.histogram(data, nbins, density=True, range=(mind, maxd)) dx = abs(histo[1][1] - histo[1][2]) / 2 hx = histo[1][1:] - dx ...

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37.5

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def complete_rule(rule, cmd): '''complete using one rule''' global rline_mpstate rule_components = rule.split(' ') # complete the empty string (e.g "graph <TAB><TAB>") if len(cmd) == 0: return rule_expand(rule_components[0], "") # check it matches so far for i in range(len(cmd)-1)...

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def mouseGestureHandler(self, info): """This is the callback for MouseClickContext. Passed to VideoWidget as a parameter """ print(self.pre, ": mouseGestureHandler: ") # *** single click events *** if (info.fsingle): print(self.pre, ": mouseGestureHandler: single cli...

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def ignore(self, matcher): ''' Unblock and ignore the matched events, if any. ''' events = self.eventtree.findAndRemove(matcher) for e in events: self.queue.unblock(e) e.canignore = True

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def replace(self, year=None, month=None, day=None): """ Returns a new datetime.date or asn1crypto.util.extended_date object with the specified components replaced :return: A datetime.date or asn1crypto.util.extended_date object """ if year is None: ...

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def version(self): """Returns the device's version. The device's version is returned as a string of the format: M.mr where ``M`` is major number, ``m`` is minor number, and ``r`` is revision character. Args: self (JLink): the ``JLink`` instance Returns: ...

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def get_column_list_prefixed(self): """ Returns a list of columns """ return map( lambda x: ".".join([self.name, x]), self.columns )

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def setProp(self, name, value): """Set (or reset) an attribute carried by a node. If @name has a prefix, then the corresponding namespace-binding will be used, if in scope; it is an error it there's no such ns-binding for the prefix in scope. """ ret = libxml2mod.xmlSetPro...

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def warn(msg, level=0, prefix=True): """Prints the specified message as a warning; prepends "WARNING" to the message, so that can be left off. """ if will_print(level): printer(("WARNING: " if prefix else "") + msg, "yellow")

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40.666667

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async def fetchrow(self, *, timeout=None): r"""Return the next row. :param float timeout: Optional timeout value in seconds. :return: A :class:`Record` instance. """ self._check_ready() if self._exhausted: return None recs = await self._exec(1, timeo...

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27.8

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def _should_fetch_reason_with_robots(self, request: Request) -> Tuple[bool, str]: '''Return info whether the URL should be fetched including checking robots.txt. Coroutine. ''' result = yield from \ self._fetch_rule.check_initial_web_request(self._item_session, reque...

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29

def phonetic_fingerprint( phrase, phonetic_algorithm=double_metaphone, joiner=' ', *args, **kwargs ): """Return the phonetic fingerprint of a phrase. This is a wrapper for :py:meth:`Phonetic.fingerprint`. Parameters ---------- phrase : str The string from which to calculate the phoneti...

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def create_assessment(self, assessment_form): """Creates a new ``Assessment``. arg: assessment_form (osid.assessment.AssessmentForm): the form for this ``Assessment`` return: (osid.assessment.Assessment) - the new ``Assessment`` raise: IllegalState - ``assessment_for...

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51.186047

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def get_blob(self, index): """Return a blob with the event at the given index""" self.log.info("Retrieving blob #{}".format(index)) if index > len(self.event_offsets) - 1: self.log.info("Index not in cache, caching offsets") self._cache_offsets(index, verbose=False) ...

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41.294118

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def _compensate_humidity(self, adc_h): """Compensate humidity. Formula from datasheet Bosch BME280 Environmental sensor. 8.1 Compensation formulas in double precision floating point Edition BST-BME280-DS001-10 | Revision 1.1 | May 2015. """ var_h = self._temp_fine - 7680...

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def newick_replace_otuids(tree, biomf): """ Replace the OTU ids in the Newick phylogenetic tree format with truncated OTU names """ for val, id_, md in biomf.iter(axis="observation"): otu_loc = find_otu(id_, tree) if otu_loc is not None: tree = tree[:otu_loc] + \ ...

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def insertVariantAnnotationSet(self, variantAnnotationSet): """ Inserts a the specified variantAnnotationSet into this repository. """ analysisJson = json.dumps( protocol.toJsonDict(variantAnnotationSet.getAnalysis())) try: models.Variantannotationset.crea...

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def close(self): """ Close a Circuit Breaker #TODO Check """ self.grid._graph.add_edge(self.branch_nodes[0], self.branch_nodes[1], branch=self.branch) self.status = 'closed'

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def goldstein_price(theta): """Goldstein-Price function""" x, y = theta obj = (1 + (x + y + 1) ** 2 * (19 - 14 * x + 3 * x ** 2 - 14 * y + 6 * x * y + 3 * y ** 2)) * \ (30 + (2 * x - 3 * y) ** 2 * (18 - 32 * x + 12 * x ** 2 + 48 * y - 36 * x * y + 27 * x ** 2)) grad = np.array([ ...

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def EncoderLayer(feature_depth, feedforward_depth, num_heads, dropout, mode): """Transformer encoder layer. The input to the encoder is a pair (embedded source, mask) where the mask is created from the original source to prevent attending to t...

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37.552632

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def _generate_url_root(protocol, host, port): """ Generate API root URL without resources :param protocol: Web protocol [HTTP | HTTPS] (string) :param host: Hostname or IP (string) :param port: Service port (string) :return: ROOT url """ return URL_ROOT_PA...

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def variable(self, var_name, shape, init, dt=tf.float32, train=None): """Adds a named variable to this bookkeeper or returns an existing one. Variables marked train are returned by the training_variables method. If the requested name already exists and it is compatible (same shape, dt and train) then i...

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def rescale(inlist, newrange=(0, 1)): """ rescale the values in a list between the values in newrange (a tuple with the new minimum and maximum) """ OldMax = max(inlist) OldMin = min(inlist) if OldMin == OldMax: raise RuntimeError('list contains of only one unique value') O...

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34.428571

21.428571

def keyPressEvent(self, event): """ Listens for the enter event to check if the query is setup. """ if event.key() in (Qt.Key_Enter, Qt.Key_Return): self.queryEntered.emit(self.query()) super(XOrbQuickFilterWidget, self).keyPressEvent(event)

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37.75

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def call(func, *args, **kwargs): """ :return: a delegator function that returns a tuple (``func``, (seed tuple,)+ ``args``, ``kwargs``). That is, seed tuple is inserted before supplied positional arguments. By default, a thread wrapping ``func`` and all those arguments is spawned. ""...

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39.6

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def get_postmortem_exclusion_list(cls, bits = None): """ Returns the exclusion list for the postmortem debugger. @see: L{get_postmortem_debugger} @type bits: int @param bits: Set to C{32} for the 32 bits debugger, or C{64} for the 64 bits debugger. Set to {None} fo...

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34.6875

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def enter_event_loop(self): """\ Main loop of the IRCConnection - reads from the socket and dispatches based on regex matching """ patterns = self.dispatch_patterns() self.logger.debug('entering receive loop') while 1: try: data = self...

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29

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def run(self): """Start the game loop""" global world self.__is_running = True while(self.__is_running): #Our game loop #Catch our events self.__handle_events() #Update our clock self.__clock.tick(self.preferred_fps) ...

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31.363636

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def movement(self): """ Returns the movement of this aspect. The movement is the one of the active object, except if the active is separating but within less than 1 degree. """ mov = self.active.movement if self.orb < 1 and mov == const.SEPARATIVE: ...

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32.181818

15.272727

def dummytable(numrows=100, fields=(('foo', partial(random.randint, 0, 100)), ('bar', partial(random.choice, ('apples', 'pears', 'bananas', 'oranges'))), ('baz', random.random)), wait=0, se...

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43.241935

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def size_tee(Q1, Q2, D, D2, n=1, pipe_diameters=5): r'''Calculates CoV of an optimal or specified tee for mixing at a tee according to [1]_. Assumes turbulent flow. The smaller stream in injected into the main pipe, which continues straight. COV calculation is according to [2]_. .. math:: ...

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29.439024

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def set_tag(self, namespace, repository, tag, image_id): """PUT /v1/repositories/(namespace)/(repository)/tags/(tag*)""" return self._http_call(self.TAGS + '/' + tag, put, data=image_id, namespace=namespace, repository=repository)

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68.5

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def simulate_static(self, steps, time, solution = solve_type.RK4): """! @brief Performs static simulation of oscillatory network based on Hodgkin-Huxley neuron model. @details Output dynamic is sensible to amount of steps of simulation and solver of differential equation. P...

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52.017241

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def set_footer(self, *, text=EmptyEmbed, icon_url=EmptyEmbed): """Sets the footer for the embed content. This function returns the class instance to allow for fluent-style chaining. Parameters ----------- text: :class:`str` The footer text. icon_url:...

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27.818182

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def fake_print(self): ''' This is the overridden __str__ method for Operation Recursively prints out the actual query to be executed ''' def _fake_run(): kwargs = self.kwargs.copy() kwargs['generate'] = True return _fake_handle_result( getattr(self.migrator, self....

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def get_preference_type(self, type, user_id, address, notification): """ Get a preference. Fetch the preference for the given notification for the given communicaiton channel """ path = {} data = {} params = {} # REQUIRED - PATH - user_id ...

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37.964286

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def request(self, method, url, **kwargs): # pylint: disable=arguments-differ """ Overrides Session.request to ensure that the session is authenticated """ self._check_auth() return super(OAuthAPIClient, self).request(method, url, **kwargs)

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def image_delete(self, product_id, position, session): '''taobao.fenxiao.product.image.delete 产品图片删除产品图片删除，只删除图片信息，不真正删除图片''' request = TOPRequest('taobao.fenxiao.product.image.delete') request['product_id'] = product_id request['position'] = position self.creat...

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46.888889

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def get_client(client=None): """ Get an ElasticAPM client. :param client: :return: :rtype: elasticapm.base.Client """ global _client tmp_client = client is not None if not tmp_client: config = getattr(django_settings, "ELASTIC_APM", {}) client = config.get("CLIENT",...

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def list(self, options=None, **kwds): """ Endpoint: /photos[/<options>]/list.json Returns a list of Photo objects. The options parameter can be used to narrow down the list. Eg: options={"album": <album_id>} """ option_string = self._build_option_string(options) ...

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def radrec(inrange, re, dec): """ Convert from range, right ascension, and declination to rectangular coordinates. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/radrec_c.html :param inrange: Distance of a point from the origin. :type inrange: float :param re: Right ascension of p...

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33.272727

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def update_eff_ruptures(self, count_ruptures): """ :param count_ruptures: function or dict src_group_id -> num_ruptures """ for smodel in self.source_models: for sg in smodel.src_groups: sg.eff_ruptures = (count_ruptures(sg.id) ...

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45.777778

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def validate_sum(parameter_container, validation_message, **kwargs): """Validate the sum of parameter value's. :param parameter_container: The container that use this validator. :type parameter_container: ParameterContainer :param validation_message: The message if there is validation error. :type...

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async def findArtifactFromTask(self, *args, **kwargs): """ Get Artifact From Indexed Task Find a task by index path and redirect to the artifact on the most recent run with the given `name`. Note that multiple calls to this endpoint may return artifacts from differen tasks ...

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