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 vdp_uplink_proc(self): """Periodic handler to detect the uplink interface to the switch. -> restart_uplink_called: should be called by agent initially to set the stored uplink and veth from DB -> process_uplink_ongoing: Will be set when uplink message is enqueue and reset wh...	[ "def", "vdp_uplink_proc", "(", "self", ")", ":", "LOG", ".", "info", "(", "\"In Periodic Uplink Task\"", ")", "if", "not", "self", ".", "is_os_run", ":", "if", "not", "self", ".", "is_openstack_running", "(", ")", ":", "LOG", ".", "info", "(", "\"OpenStack...	49.141667	0.000332
def _generate_id_maps(self, unique_stmts, poolsize=None, size_cutoff=100, split_idx=None): """Connect statements using their refinement relationships.""" # Check arguments relating to multiprocessing if poolsize is None: logger.debug('combine_related: poolsi...	[ "def", "_generate_id_maps", "(", "self", ",", "unique_stmts", ",", "poolsize", "=", "None", ",", "size_cutoff", "=", "100", ",", "split_idx", "=", "None", ")", ":", "# Check arguments relating to multiprocessing", "if", "poolsize", "is", "None", ":", "logger", "...	44.282828	0.000669
def add(self, campaign_id, item_id, default_price, title, img_url, nick=None): '''xxxxx.xxxxx.adgroup.add =================================== 创建一个推广组''' request = TOPRequest('xxxxx.xxxxx.adgroup.add') request['campaign_id'] = campaign_id request['item_id'] = item_id ...	[ "def", "add", "(", "self", ",", "campaign_id", ",", "item_id", ",", "default_price", ",", "title", ",", "img_url", ",", "nick", "=", "None", ")", ":", "request", "=", "TOPRequest", "(", "'xxxxx.xxxxx.adgroup.add'", ")", "request", "[", "'campaign_id'", "]", ...	48.769231	0.017028
def is_required(action): ''' _actions possessing the `required` flag and not implicitly optional through `nargs` being '' or '?' ''' return not isinstance(action, _SubParsersAction) and ( action.required == True and action.nargs not in ['', '?'])	[ "def", "is_required", "(", "action", ")", ":", "return", "not", "isinstance", "(", "action", ",", "_SubParsersAction", ")", "and", "(", "action", ".", "required", "==", "True", "and", "action", ".", "nargs", "not", "in", "[", "'*'", ",", "'?'", "]", ")...	38.857143	0.010791
def _missing_(cls, value): """Lookup function used when value is not found.""" if not (isinstance(value, int) and 0 <= value <= 65535): raise ValueError('%r is not a valid %s' % (value, cls.__name__)) if 0 <= value <= 64: extend_enum(cls, 'Unassigned [%d]' % value, value)...	[ "def", "_missing_", "(", "cls", ",", "value", ")", ":", "if", "not", "(", "isinstance", "(", "value", ",", "int", ")", "and", "0", "<=", "value", "<=", "65535", ")", ":", "raise", "ValueError", "(", "'%r is not a valid %s'", "%", "(", "value", ",", "...	41.42963	0.000524
def get_referenced_object(self): """ :rtype: core.BunqModel :raise: BunqException """ if self._BunqMeFundraiserResult is not None: return self._BunqMeFundraiserResult if self._BunqMeTab is not None: return self._BunqMeTab if self._BunqMe...	[ "def", "get_referenced_object", "(", "self", ")", ":", "if", "self", ".", "_BunqMeFundraiserResult", "is", "not", "None", ":", "return", "self", ".", "_BunqMeFundraiserResult", "if", "self", ".", "_BunqMeTab", "is", "not", "None", ":", "return", "self", ".", ...	28.369863	0.000933
def bills(self, member_id, type='introduced'): "Same as BillsClient.by_member" path = "members/{0}/bills/{1}.json".format(member_id, type) return self.fetch(path)	[ "def", "bills", "(", "self", ",", "member_id", ",", "type", "=", "'introduced'", ")", ":", "path", "=", "\"members/{0}/bills/{1}.json\"", ".", "format", "(", "member_id", ",", "type", ")", "return", "self", ".", "fetch", "(", "path", ")" ]	45.75	0.010753
def _handle_adapter(self, app): """ Handle storage _adapter configuration :param app: Flask application """ if 'IMAGINE_ADAPTER' in app.config \ and 'name' in app.config['IMAGINE_ADAPTER'] \ and app.config['IMAGINE_ADAPTER']['name'] in self._adapte...	[ "def", "_handle_adapter", "(", "self", ",", "app", ")", ":", "if", "'IMAGINE_ADAPTER'", "in", "app", ".", "config", "and", "'name'", "in", "app", ".", "config", "[", "'IMAGINE_ADAPTER'", "]", "and", "app", ".", "config", "[", "'IMAGINE_ADAPTER'", "]", "[",...	43.615385	0.008636
def dispatch_job(self, link, key, job_archive, stream=sys.stdout): """Function to dispatch a single job Parameters ---------- link : `Link` Link object that sendes the job key : str Key used to identify this particular job job_archive : `JobArc...	[ "def", "dispatch_job", "(", "self", ",", "link", ",", "key", ",", "job_archive", ",", "stream", "=", "sys", ".", "stdout", ")", ":", "try", ":", "job_details", "=", "link", ".", "jobs", "[", "key", "]", "except", "KeyError", ":", "print", "(", "key",...	28.787879	0.002037
def state_preorder_put_account_payment_info( nameop, account_addr, token_type, amount ): """ Call this in a @state_create-decorated method. Identifies the account that must be debited. """ assert amount is None or isinstance(amount, (int,long)), 'Amount is {} (type {})'.format(amount, type(amount)) ...	[ "def", "state_preorder_put_account_payment_info", "(", "nameop", ",", "account_addr", ",", "token_type", ",", "amount", ")", ":", "assert", "amount", "is", "None", "or", "isinstance", "(", "amount", ",", "(", "int", ",", "long", ")", ")", ",", "'Amount is {} (...	55.461538	0.010914
def read_cumulative_iss_index(): "Read in the whole cumulative index and return dataframe." indexdir = get_index_dir() path = indexdir / "COISS_2999_index.hdf" try: df = pd.read_hdf(path, "df") except FileNotFoundError: path = indexdir / "cumindex.hdf" df = pd.read_hdf(path,...	[ "def", "read_cumulative_iss_index", "(", ")", ":", "indexdir", "=", "get_index_dir", "(", ")", "path", "=", "indexdir", "/", "\"COISS_2999_index.hdf\"", "try", ":", "df", "=", "pd", ".", "read_hdf", "(", "path", ",", "\"df\"", ")", "except", "FileNotFoundError...	34.307692	0.002183
def unpack_data(self, usnap=.2): # 2/10th second sleep between empty requests """ Iterates over socket response and unpacks values of object attributes. Sleeping here has the greatest response to cpu cycles short of blocking sockets """ for new_data in self.socket: if new_da...	[ "def", "unpack_data", "(", "self", ",", "usnap", "=", ".2", ")", ":", "# 2/10th second sleep between empty requests", "for", "new_data", "in", "self", ".", "socket", ":", "if", "new_data", ":", "self", ".", "data_stream", ".", "unpack", "(", "new_data", ")", ...	45.777778	0.009524
def max_event_offset(event_list): """Find the offset (end-time) of last event Parameters ---------- event_list : list or dcase_util.containers.MetaDataContainer A list containing event dicts Returns ------- float > 0 maximum offset """ if isinstance(event_list, dc...	[ "def", "max_event_offset", "(", "event_list", ")", ":", "if", "isinstance", "(", "event_list", ",", "dcase_util", ".", "containers", ".", "MetaDataContainer", ")", ":", "return", "event_list", ".", "max_offset", "else", ":", "max_offset", "=", "0", "for", "eve...	24.866667	0.00129
def convert_value(self, v): """ convert the expression that is in the term to something that is accepted by pytables """ def stringify(value): if self.encoding is not None: encoder = partial(pprint_thing_encoded, encoding=self.encodi...	[ "def", "convert_value", "(", "self", ",", "v", ")", ":", "def", "stringify", "(", "value", ")", ":", "if", "self", ".", "encoding", "is", "not", "None", ":", "encoder", "=", "partial", "(", "pprint_thing_encoded", ",", "encoding", "=", "self", ".", "en...	39.703704	0.00091
def __create_map(self, map_size): ''' Create map. References: - https://qiita.com/kusano_t/items/487eec15d42aace7d685 ''' import random import numpy as np from itertools import product news = ['n', 'e', 'w', 's'] m, n = map_s...	[ "def", "__create_map", "(", "self", ",", "map_size", ")", ":", "import", "random", "import", "numpy", "as", "np", "from", "itertools", "import", "product", "news", "=", "[", "'n'", ",", "'e'", ",", "'w'", ",", "'s'", "]", "m", ",", "n", "=", "map_siz...	27.828125	0.002169
async def get_version(self, tp, params): """ Loads version from the stream / version database # TODO: instance vs. tp. :param tp: :param params: :return: """ tw = TypeWrapper(tp, params) if not tw.is_versioned(): # self.registry.set_tr...	[ "async", "def", "get_version", "(", "self", ",", "tp", ",", "params", ")", ":", "tw", "=", "TypeWrapper", "(", "tp", ",", "params", ")", "if", "not", "tw", ".", "is_versioned", "(", ")", ":", "# self.registry.set_tr()", "return", "TypeWrapper", ".", "ELE...	30.807692	0.002421
def update_metadata(self, dataset_identifier, update_fields, content_type="json"): ''' Update the metadata for a particular dataset. update_fields is a dictionary containing [metadata key:new value] pairs. This method performs a full replace for the key:value pairs listed in `update...	[ "def", "update_metadata", "(", "self", ",", "dataset_identifier", ",", "update_fields", ",", "content_type", "=", "\"json\"", ")", ":", "resource", "=", "_format_old_api_request", "(", "dataid", "=", "dataset_identifier", ",", "content_type", "=", "content_type", ")...	56.3	0.01049
def user_getinfo(self, fields, access_token=None): """ Request multiple fields of information about the user. :param fields: The names of the fields requested. :type fields: list :returns: The values of the current user for the fields requested. The keys are the fiel...	[ "def", "user_getinfo", "(", "self", ",", "fields", ",", "access_token", "=", "None", ")", ":", "if", "g", ".", "oidc_id_token", "is", "None", "and", "access_token", "is", "None", ":", "raise", "Exception", "(", "'User was not authenticated'", ")", "info", "=...	42.694444	0.001272
def return_hdr(self): """ subj_id : str subject identification code start_time : datetime start time of the dataset s_freq : float sampling frequency chan_name : list of str list of all the channels n_samples : int ...	[ "def", "return_hdr", "(", "self", ")", ":", "self", ".", "fdtfile", "=", "None", "try", ":", "self", ".", "EEG", "=", "loadmat", "(", "str", "(", "self", ".", "filename", ")", ",", "struct_as_record", "=", "False", ",", "squeeze_me", "=", "True", ")"...	35.064935	0.001801
def FindPosition(node, addition, index=0): ''' Method to search for children according to their position in list. Similar functionality to above method, except this is for adding items to the tree according to the nodes limits on children or types of children they can have :param node: current node bein...	[ "def", "FindPosition", "(", "node", ",", "addition", ",", "index", "=", "0", ")", ":", "if", "node", "is", "None", ":", "return", "None", "if", "type", "(", "addition", ")", "in", "node", ".", "rules", ":", "if", "len", "(", "node", ".", "children"...	34.16	0.001707
def A(g,i): """recursively constructs A line for g; i = len(g)-1""" g1 = g&(2*i) if i: n = Awidth(i) An = A(g,i-1) if g1: return An<<n \| An else: return int('1'n,2)<<n \| An else: if g1: return int('00',2) else: ...	[ "def", "A", "(", "g", ",", "i", ")", ":", "g1", "=", "g", "&", "(", "2", "**", "i", ")", "if", "i", ":", "n", "=", "Awidth", "(", "i", ")", "An", "=", "A", "(", "g", ",", "i", "-", "1", ")", "if", "g1", ":", "return", "An", "<<", "n...	21.933333	0.026239
def get_states(self, merge_multi_context=True): """Gets states from all devices. Parameters ---------- merge_multi_context : bool Default is `True`. In the case when data-parallelism is used, the states will be collected from multiple devices. A `True` value indi...	[ "def", "get_states", "(", "self", ",", "merge_multi_context", "=", "True", ")", ":", "assert", "self", ".", "binded", "and", "self", ".", "params_initialized", "return", "self", ".", "_curr_module", ".", "get_states", "(", "merge_multi_context", "=", "merge_mult...	43.75	0.008949
def make_db_data_fetcher(postgresql_conn_info, template_path, reload_templates, query_cfg, io_pool): """ Returns an object which is callable with the zoom and unpadded bounds and which returns a list of rows. """ sources = parse_source_data(query_cfg) queries_generator ...	[ "def", "make_db_data_fetcher", "(", "postgresql_conn_info", ",", "template_path", ",", "reload_templates", ",", "query_cfg", ",", "io_pool", ")", ":", "sources", "=", "parse_source_data", "(", "query_cfg", ")", "queries_generator", "=", "make_queries_generator", "(", ...	38.833333	0.002096
def get_subject_guide_for_section_params( year, quarter, curriculum_abbr, course_number, section_id=None): """ Returns a SubjectGuide model for the passed section params: year: year for the section term (4-digits) quarter: quarter (AUT, WIN, SPR, or SUM) curriculum_abbr: curriculum abbrevia...	[ "def", "get_subject_guide_for_section_params", "(", "year", ",", "quarter", ",", "curriculum_abbr", ",", "course_number", ",", "section_id", "=", "None", ")", ":", "quarter", "=", "quarter", ".", "upper", "(", ")", "[", ":", "3", "]", "url", "=", "\"{}/{}/{}...	36.48	0.001068
def load_observations((observations, regex, rename), path, filenames): """ Returns a provisional name based dictionary of observations of the object. Each observations is keyed on the date. ie. a dictionary of dictionaries. @param path: the directory where filenames are. @type path str @param f...	[ "def", "load_observations", "(", "(", "observations", ",", "regex", ",", "rename", ")", ",", "path", ",", "filenames", ")", ":", "for", "filename", "in", "filenames", ":", "if", "re", ".", "search", "(", "regex", ",", "filename", ")", "is", "None", ":"...	41.155556	0.001582
def from_dict(self, d): """ Set MobID from a dict """ self.length = d.get("length", 0) self.instanceHigh = d.get("instanceHigh", 0) self.instanceMid = d.get("instanceMid", 0) self.instanceLow = d.get("instanceLow", 0) material = d.get("material", {'Data1'...	[ "def", "from_dict", "(", "self", ",", "d", ")", ":", "self", ".", "length", "=", "d", ".", "get", "(", "\"length\"", ",", "0", ")", "self", ".", "instanceHigh", "=", "d", ".", "get", "(", "\"instanceHigh\"", ",", "0", ")", "self", ".", "instanceMid...	37.529412	0.009174
def get_excitation_spectrum(self, width=0.1, npoints=2000): """ Generate an excitation spectra from the singlet roots of TDDFT calculations. Args: width (float): Width for Gaussian smearing. npoints (int): Number of energy points. More points => smoother ...	[ "def", "get_excitation_spectrum", "(", "self", ",", "width", "=", "0.1", ",", "npoints", "=", "2000", ")", ":", "roots", "=", "self", ".", "parse_tddft", "(", ")", "data", "=", "roots", "[", "\"singlet\"", "]", "en", "=", "np", ".", "array", "(", "["...	30.217391	0.001394
def _has_exclusive_option(cls, options): """Return `True` iff one or more exclusive options were selected.""" return any([getattr(options, opt) is not None for opt in cls.BASE_ERROR_SELECTION_OPTIONS])	[ "def", "_has_exclusive_option", "(", "cls", ",", "options", ")", ":", "return", "any", "(", "[", "getattr", "(", "options", ",", "opt", ")", "is", "not", "None", "for", "opt", "in", "cls", ".", "BASE_ERROR_SELECTION_OPTIONS", "]", ")" ]	58.5	0.008439
def _proxy(self): """ Generate an instance context for the instance, the context is capable of performing various actions. All instance actions are proxied to the context :returns: HostedNumberOrderContext for this HostedNumberOrderInstance :rtype: twilio.rest.preview.hosted_nu...	[ "def", "_proxy", "(", "self", ")", ":", "if", "self", ".", "_context", "is", "None", ":", "self", ".", "_context", "=", "HostedNumberOrderContext", "(", "self", ".", "_version", ",", "sid", "=", "self", ".", "_solution", "[", "'sid'", "]", ",", ")", ...	48.363636	0.01107
def getAvgBySweep(abf,feature,T0=None,T1=None): """return average of a feature divided by sweep.""" if T1 is None: T1=abf.sweepLength if T0 is None: T0=0 data = [np.empty((0))]*abf.sweeps for AP in cm.dictFlat(cm.matrixToDicts(abf.APs)): if T0<AP['sweepT']<T1: val...	[ "def", "getAvgBySweep", "(", "abf", ",", "feature", ",", "T0", "=", "None", ",", "T1", "=", "None", ")", ":", "if", "T1", "is", "None", ":", "T1", "=", "abf", ".", "sweepLength", "if", "T0", "is", "None", ":", "T0", "=", "0", "data", "=", "[", ...	35.210526	0.024745
def query_helper(request,namespace, docid, configuration=None): """Does the actual query, called by query() or pub_query(), not directly""" flatargs = { 'customslicesize': request.POST.get('customslicesize',settings.CONFIGURATIONS[configuration].get('customslicesize','50')), #for pagination of search re...	[ "def", "query_helper", "(", "request", ",", "namespace", ",", "docid", ",", "configuration", "=", "None", ")", ":", "flatargs", "=", "{", "'customslicesize'", ":", "request", ".", "POST", ".", "get", "(", "'customslicesize'", ",", "settings", ".", "CONFIGURA...	57.090909	0.01315
def quadratic_jacobian_polynomial(nodes): r"""Compute the Jacobian determinant of a quadratic surface. .. note:: This is used only by :meth:`Surface._compute_valid` (which is in turn used to compute / cache the :attr:`Surface.is_valid` property). Converts :math:`\det(J(s, t))` to...	[ "def", "quadratic_jacobian_polynomial", "(", "nodes", ")", ":", "# First evaluate the Jacobian at each of the 6 nodes.", "jac_parts", "=", "_helpers", ".", "matrix_product", "(", "nodes", ",", "_QUADRATIC_JACOBIAN_HELPER", ")", "jac_at_nodes", "=", "np", ".", "empty", "("...	41.027027	0.000644
def build_duration(self): """Return the difference between build and build_done states""" return int(self.state.build_done) - int(self.state.build)	[ "def", "build_duration", "(", "self", ")", ":", "return", "int", "(", "self", ".", "state", ".", "build_done", ")", "-", "int", "(", "self", ".", "state", ".", "build", ")" ]	40.25	0.012195
def multiple_breeding_pups(request, breeding_id): """This view is used to enter multiple animals at the same time from a breeding cage. It will generate a form containing animal information and a number of mice. It is intended to create several identical animals with the same attributes. This view requres a...	[ "def", "multiple_breeding_pups", "(", "request", ",", "breeding_id", ")", ":", "breeding", "=", "Breeding", ".", "objects", ".", "get", "(", "id", "=", "breeding_id", ")", "if", "request", ".", "method", "==", "\"POST\"", ":", "form", "=", "MultipleBreedingA...	47.9	0.040246
def add_sam2rnf_parser(subparsers, subcommand, help, description, simulator_name=None): """Add another parser for a SAM2RNF-like command. Args: subparsers (subparsers): File name of the genome from which read tuples are created (FASTA file). simulator_name (str): Name of the simulator used in comments. """ ...	[ "def", "add_sam2rnf_parser", "(", "subparsers", ",", "subcommand", ",", "help", ",", "description", ",", "simulator_name", "=", "None", ")", ":", "parser_sam2rnf", "=", "subparsers", ".", "add_parser", "(", "subcommand", ",", "help", "=", "help", ",", "descrip...	35.714286	0.011685
def create_variant(cls, variant, **kwargs): """Create Variant Create a new Variant This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True >>> thread = api.create_variant(variant, async=True) >>> result = thre...	[ "def", "create_variant", "(", "cls", ",", "variant", ",", "", "", "kwargs", ")", ":", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async'", ")", ":", "return", "cls", ".", "_create_variant_with_http_info",...	38.809524	0.002395
def delete_thumbnails(self, source_cache=None): """ Delete any thumbnails generated from the source image. :arg source_cache: An optional argument only used for optimisation where the source cache instance is already known. :returns: The number of files deleted. """ ...	[ "def", "delete_thumbnails", "(", "self", ",", "source_cache", "=", "None", ")", ":", "source_cache", "=", "self", ".", "get_source_cache", "(", ")", "deleted", "=", "0", "if", "source_cache", ":", "thumbnail_storage_hash", "=", "utils", ".", "get_storage_hash", ...	45.272727	0.001967
def readMyEC2Tag(tagName, connection=None): """ Load an EC2 tag for the running instance & print it. :param str tagName: Name of the tag to read :param connection: Optional boto connection """ assert isinstance(tagName, basestring), ("tagName must be a string but is %r" % tagName) # Load metadata. if ==...	[ "def", "readMyEC2Tag", "(", "tagName", ",", "connection", "=", "None", ")", ":", "assert", "isinstance", "(", "tagName", ",", "basestring", ")", ",", "(", "\"tagName must be a string but is %r\"", "%", "tagName", ")", "# Load metadata. if == {} we are on localhost", "...	38	0.012162
def get_upload_form(self): """Construct form for accepting file upload.""" return self.form_class(self.request.POST, self.request.FILES)	[ "def", "get_upload_form", "(", "self", ")", ":", "return", "self", ".", "form_class", "(", "self", ".", "request", ".", "POST", ",", "self", ".", "request", ".", "FILES", ")" ]	50	0.013158
def offset(self, offset): """Fetch results after `offset` value""" clone = self._clone() if isinstance(offset, int): clone._offset = offset return clone	[ "def", "offset", "(", "self", ",", "offset", ")", ":", "clone", "=", "self", ".", "_clone", "(", ")", "if", "isinstance", "(", "offset", ",", "int", ")", ":", "clone", ".", "_offset", "=", "offset", "return", "clone" ]	23.875	0.010101
def perform(self): """Perform the version upgrade on the database. """ db_versions = self.table.versions() version = self.version if (version.is_processed(db_versions) and not self.config.force_version == self.version.number): self.log( ...	[ "def", "perform", "(", "self", ")", ":", "db_versions", "=", "self", ".", "table", ".", "versions", "(", ")", "version", "=", "self", ".", "version", "if", "(", "version", ".", "is_processed", "(", "db_versions", ")", "and", "not", "self", ".", "config...	33.12	0.002347
def _set_client_id(self, client_id): """ Method for tracer to set client ID of throttler. """ with self.lock: if self.client_id is None: self.client_id = client_id	[ "def", "_set_client_id", "(", "self", ",", "client_id", ")", ":", "with", "self", ".", "lock", ":", "if", "self", ".", "client_id", "is", "None", ":", "self", ".", "client_id", "=", "client_id" ]	31	0.008969
def _parse_template(self, code, label): ''' Pare smart indented templates Takes a template a returns a list of sub-templates, taking in account the indentation of the original code based on the first line indentation(0) Special treatment of whitespace: returns special Offset and...	[ "def", "_parse_template", "(", "self", ",", "code", ",", "label", ")", ":", "if", "isinstance", "(", "code", ",", "tuple", ")", ":", "return", "tuple", "(", "self", ".", "_parse_template", "(", "c", ",", "label", ")", "for", "c", "in", "code", ")", ...	37.180233	0.001218
def UndoTransaction(self): """ Cancels any running transaction. """ from Ucs import ConfigMap self._transactionInProgress = False self._configMap = ConfigMap()	[ "def", "UndoTransaction", "(", "self", ")", ":", "from", "Ucs", "import", "ConfigMap", "self", ".", "_transactionInProgress", "=", "False", "self", ".", "_configMap", "=", "ConfigMap", "(", ")" ]	27.166667	0.035714
def addLengthMeters(stream_network): """ Adds length field in meters to network (The added field name will be 'LENGTH_M'). .. note:: This may be needed for generating the kfac file depending on the units of your raster. See: :doc:`gis_tools`. Parameters ...	[ "def", "addLengthMeters", "(", "stream_network", ")", ":", "network_shapefile", "=", "ogr", ".", "Open", "(", "stream_network", ",", "1", ")", "network_layer", "=", "network_shapefile", ".", "GetLayer", "(", ")", "network_layer_defn", "=", "network_layer", ".", ...	36.603175	0.000845
def group_memberships(self, user, include=None): """ Retrieve the group memberships for this user. :param include: list of objects to sideload. `Side-loading API Docs <https://developer.zendesk.com/rest_api/docs/core/side_loading>`__. :param user: User object or id ...	[ "def", "group_memberships", "(", "self", ",", "user", ",", "include", "=", "None", ")", ":", "return", "self", ".", "_query_zendesk", "(", "self", ".", "endpoint", ".", "group_memberships", ",", "'group_membership'", ",", "id", "=", "user", ",", "include", ...	47.666667	0.009153
def focus_next_unfolded(self): """focus next unfolded message in depth first order""" self.focus_property(lambda x: not x.is_collapsed(x.root), self._tree.next_position)	[ "def", "focus_next_unfolded", "(", "self", ")", ":", "self", ".", "focus_property", "(", "lambda", "x", ":", "not", "x", ".", "is_collapsed", "(", "x", ".", "root", ")", ",", "self", ".", "_tree", ".", "next_position", ")" ]	52.5	0.00939
def cmd_camctrlmsg(self, args): '''camctrlmsg''' print("Sent DIGICAM_CONFIGURE CMD_LONG") self.master.mav.command_long_send( self.settings.target_system, # target_system 0, # target_component mavutil.mavlink.MAV_CMD_DO_DIGICAM_CONFIGURE, # command ...	[ "def", "cmd_camctrlmsg", "(", "self", ",", "args", ")", ":", "print", "(", "\"Sent DIGICAM_CONFIGURE CMD_LONG\"", ")", "self", ".", "master", ".", "mav", ".", "command_long_send", "(", "self", ".", "settings", ".", "target_system", ",", "# target_system", "0", ...	30.625	0.021782
def office_content(self, election_day, office): """ Return serialized content for an office page. """ from electionnight.models import PageType office_type = ContentType.objects.get_for_model(office) page_type = PageType.objects.get( model_type=office_type, ...	[ "def", "office_content", "(", "self", ",", "election_day", ",", "office", ")", ":", "from", "electionnight", ".", "models", "import", "PageType", "office_type", "=", "ContentType", ".", "objects", ".", "get_for_model", "(", "office", ")", "page_type", "=", "Pa...	34.75	0.002
def extract_tar(fileobj): """Yields 3-tuples of (name, modified, bytes).""" import time archive = tarfile.open(fileobj=fileobj) filenames = [info.name for info in archive.getmembers() if info.isfile()] for src_name, dst_name in filter_tzfiles(filenames): mtime = archive.getmember(src_name)...	[ "def", "extract_tar", "(", "fileobj", ")", ":", "import", "time", "archive", "=", "tarfile", ".", "open", "(", "fileobj", "=", "fileobj", ")", "filenames", "=", "[", "info", ".", "name", "for", "info", "in", "archive", ".", "getmembers", "(", ")", "if"...	35.153846	0.002132
def draw_text(self, video_name, out, start, end, x, y, text, color='0xFFFFFF', show_background=0, background_color='0x000000', size=16): """ Draws text over a video @param video_name : name of video input file @param out : name of video output file ...	[ "def", "draw_text", "(", "self", ",", "video_name", ",", "out", ",", "start", ",", "end", ",", "x", ",", "y", ",", "text", ",", "color", "=", "'0xFFFFFF'", ",", "show_background", "=", "0", ",", "background_color", "=", "'0x000000'", ",", "size", "=", ...	42.55814	0.002137
def validate_metadata(target_dir, metadata): """ Check that the files listed in metadata exactly match files in target dir. :param target_dir: This field is the target directory from which to match metadata :param metadata: This field contains the metadata to be matched. """ if not os.p...	[ "def", "validate_metadata", "(", "target_dir", ",", "metadata", ")", ":", "if", "not", "os", ".", "path", ".", "isdir", "(", "target_dir", ")", ":", "print", "(", "\"Error: \"", "+", "target_dir", "+", "\" is not a directory\"", ")", "return", "False", "file...	38.826087	0.001093
def graceful_exit(self, msg): """ This function Tries to update the MSQL database before exiting. """ # Print stored errors to stderr if self.caught_error: self.print2file(self.stderr, False, False, self.caught_error) # Kill process with error message self.log(msg) sys.exit(...	[ "def", "graceful_exit", "(", "self", ",", "msg", ")", ":", "# Print stored errors to stderr", "if", "self", ".", "caught_error", ":", "self", ".", "print2file", "(", "self", ".", "stderr", ",", "False", ",", "False", ",", "self", ".", "caught_error", ")", ...	39.375	0.02795
def _check_pending_document_role_state(cursor, document_id): """Check the aggregate state on the pending document.""" cursor.execute("""\ SELECT BOOL_AND(accepted IS TRUE) FROM role_acceptances AS ra, pending_documents as pd WHERE pd.id = %s AND pd.uuid = ra.uuid""", (document_id,))...	[ "def", "_check_pending_document_role_state", "(", "cursor", ",", "document_id", ")", ":", "cursor", ".", "execute", "(", "\"\"\"\\\nSELECT BOOL_AND(accepted IS TRUE)\nFROM\n role_acceptances AS ra,\n pending_documents as pd\nWHERE\n pd.id = %s\n AND\n pd.uuid = ra.uuid\"\"\"", ",", ...	25.888889	0.00207
def nx_gen_edge_values(G, key, edges=None, default=util_const.NoParam, on_missing='error', on_keyerr='default'): """ Generates attributes values of specific edges Args: on_missing (str): Strategy for handling nodes missing from G. Can be {'error', 'default'}. def...	[ "def", "nx_gen_edge_values", "(", "G", ",", "key", ",", "edges", "=", "None", ",", "default", "=", "util_const", ".", "NoParam", ",", "on_missing", "=", "'error'", ",", "on_keyerr", "=", "'default'", ")", ":", "if", "edges", "is", "None", ":", "edges", ...	40.486486	0.001304
def aws_client(self, client_id=None): """ Get AWS client if it exists (must have been formerly stored with set_aws_clients) If client_id is not provided, returns the dictionary of all clients Args: client_id: label for the client, e.g. 'ec2'; omit to get a dictionary of all clients Returns: ...	[ "def", "aws_client", "(", "self", ",", "client_id", "=", "None", ")", ":", "if", "client_id", "is", "None", ":", "return", "self", ".", "_aws_clients", "elif", "self", ".", "_aws_clients", "is", "not", "None", "and", "self", ".", "_aws_clients", ".", "ha...	37.4	0.013913
def register(name: str): """ Registers a coverage extractor class under a given name. .. code: python from bugzoo.mgr.coverage import CoverageExtractor, register @register('mycov') class MyCoverageExtractor(CoverageExtractor): ... """ def decorator(cls: Type['C...	[ "def", "register", "(", "name", ":", "str", ")", ":", "def", "decorator", "(", "cls", ":", "Type", "[", "'CoverageExtractor'", "]", ")", ":", "cls", ".", "register", "(", "name", ")", "return", "cls", "return", "decorator" ]	24.5	0.002457
def create_profile(): """If this is the user's first login, the create_or_login function will redirect here so that the user can set up his profile. """ if g.user is not None or 'openid' not in session: return redirect(url_for('index')) if request.method == 'POST': name = request.for...	[ "def", "create_profile", "(", ")", ":", "if", "g", ".", "user", "is", "not", "None", "or", "'openid'", "not", "in", "session", ":", "return", "redirect", "(", "url_for", "(", "'index'", ")", ")", "if", "request", ".", "method", "==", "'POST'", ":", "...	44.333333	0.001227
def stopped(name=None, containers=None, shutdown_timeout=None, unpause=False, error_on_absent=True, **kwargs): ''' Ensure that a container (or containers) is stopped name Name or ID of the container containers Run this state o...	[ "def", "stopped", "(", "name", "=", "None", ",", "containers", "=", "None", ",", "shutdown_timeout", "=", "None", ",", "unpause", "=", "False", ",", "error_on_absent", "=", "True", ",", "", "", "kwargs", ")", ":", "ret", "=", "{", "'name'", ":", "n...	30.797386	0.000206
def on_confirmation(self, frame): """Invoked by pika when RabbitMQ responds to a Basic.Publish RPC command, passing in either a Basic.Ack or Basic.Nack frame with the delivery tag of the message that was published. The delivery tag is an integer counter indicating the message number that...	[ "def", "on_confirmation", "(", "self", ",", "frame", ")", ":", "delivered", "=", "frame", ".", "method", ".", "NAME", ".", "split", "(", "'.'", ")", "[", "1", "]", ".", "lower", "(", ")", "==", "'ack'", "self", ".", "logger", ".", "debug", "(", "...	50.263158	0.002055
def evpn_prefix_del(self, route_type, route_dist, esi=0, ethernet_tag_id=None, mac_addr=None, ip_addr=None, ip_prefix=None): """ This method deletes an advertised EVPN route. ``route_type`` specifies one of the EVPN route type name. ``route_dist`...	[ "def", "evpn_prefix_del", "(", "self", ",", "route_type", ",", "route_dist", ",", "esi", "=", "0", ",", "ethernet_tag_id", "=", "None", ",", "mac_addr", "=", "None", ",", "ip_addr", "=", "None", ",", "ip_prefix", "=", "None", ")", ":", "func_name", "=", ...	34.285714	0.002025
def estimate_tuning(y=None, sr=22050, S=None, n_fft=2048, resolution=0.01, bins_per_octave=12, **kwargs): '''Estimate the tuning of an audio time series or spectrogram input. Parameters ---------- y: np.ndarray [shape=(n,)] or None audio signal sr : number > 0 [scalar] ...	[ "def", "estimate_tuning", "(", "y", "=", "None", ",", "sr", "=", "22050", ",", "S", "=", "None", ",", "n_fft", "=", "2048", ",", "resolution", "=", "0.01", ",", "bins_per_octave", "=", "12", ",", "", "", "kwargs", ")", ":", "pitch", ",", "mag", ...	29.311688	0.000429
def save_config( self, cmd="write memory flash-synchro", confirm=False, confirm_response="" ): """Save Config""" return super(AlcatelAosSSH, self).save_config( cmd=cmd, confirm=confirm, confirm_response=confirm_response )	[ "def", "save_config", "(", "self", ",", "cmd", "=", "\"write memory flash-synchro\"", ",", "confirm", "=", "False", ",", "confirm_response", "=", "\"\"", ")", ":", "return", "super", "(", "AlcatelAosSSH", ",", "self", ")", ".", "save_config", "(", "cmd", "="...	37.571429	0.01487
def warning(self, i: int=None) -> str: """ Returns a warning message """ head = "[" + colors.purple("\033[1mwarning") + "]" if i is not None: head = str(i) + " " + head return head	[ "def", "warning", "(", "self", ",", "i", ":", "int", "=", "None", ")", "->", "str", ":", "head", "=", "\"[\"", "+", "colors", ".", "purple", "(", "\"\\033[1mwarning\"", ")", "+", "\"]\"", "if", "i", "is", "not", "None", ":", "head", "=", "str", "...	29.125	0.016667
def relationship_descriptor(action, *names): """ Wrap a function for modification of a relationship. This allows for specific handling for serialization and deserialization. :param action: The RelationshipActions that this descriptor performs :param names: A list of names of the relationships this...	[ "def", "relationship_descriptor", "(", "action", ",", "*", "names", ")", ":", "if", "isinstance", "(", "action", ",", "RelationshipActions", ")", ":", "action", "=", "[", "action", "]", "def", "wrapped", "(", "fn", ")", ":", "if", "not", "hasattr", "(", ...	34.55	0.001408
def group_retrieve(self, device_group_id, **kwargs): # noqa: E501 """Get a group. # noqa: E501 Get a group. # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass asynchronous=True >>> thread = api.group_retriev...	[ "def", "group_retrieve", "(", "self", ",", "device_group_id", ",", "", "", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'asynchronous'", ")", ":", "return", "self", ".", ...	44.047619	0.002116
def is_namedtuple_like(x): """Helper which returns `True` if input is `collections.namedtuple`-like.""" try: for fn in x._fields: _ = getattr(x, fn) return True except AttributeError: return False	[ "def", "is_namedtuple_like", "(", "x", ")", ":", "try", ":", "for", "fn", "in", "x", ".", "_fields", ":", "_", "=", "getattr", "(", "x", ",", "fn", ")", "return", "True", "except", "AttributeError", ":", "return", "False" ]	26.625	0.022727
def ps_(filters=None, **kwargs): ''' Returns information about the Docker containers on the Minion. Equivalent to running the ``docker ps`` Docker CLI command. all : False If ``True``, stopped containers will also be returned host: False If ``True``, local host's network topology w...	[ "def", "ps_", "(", "filters", "=", "None", ",", "", "", "kwargs", ")", ":", "response", "=", "_client_wrapper", "(", "'containers'", ",", "all", "=", "True", ",", "filters", "=", "filters", ")", "key_map", "=", "{", "'Created'", ":", "'Time_Created_Epo...	32.945946	0.000398
def filebrowser_remove_file(request, item_id, file_type): """ Remove file """ fobj = get_object_or_404(FileBrowserFile, file_type=file_type, id=item_id) fobj.delete() if file_type == 'doc': return HttpResponseRedirect(reverse('mce-filebrowser-documents')) return HttpResponseRedirec...	[ "def", "filebrowser_remove_file", "(", "request", ",", "item_id", ",", "file_type", ")", ":", "fobj", "=", "get_object_or_404", "(", "FileBrowserFile", ",", "file_type", "=", "file_type", ",", "id", "=", "item_id", ")", "fobj", ".", "delete", "(", ")", "if",...	38.666667	0.008427
def read_raster_no_crs(input_file, indexes=None, gdal_opts=None): """ Wrapper function around rasterio.open().read(). Parameters ---------- input_file : str Path to file indexes : int or list Band index or list of band indexes to be read. Returns ------- MaskedArray...	[ "def", "read_raster_no_crs", "(", "input_file", ",", "indexes", "=", "None", ",", "gdal_opts", "=", "None", ")", ":", "with", "warnings", ".", "catch_warnings", "(", ")", ":", "warnings", ".", "simplefilter", "(", "\"ignore\"", ")", "try", ":", "with", "ra...	29.342857	0.001885
def date_tuple(ovls): """ We should have a list of overlays from which to extract day month year. """ day = month = year = 0 for o in ovls: if 'day' in o.props: day = o.value if 'month' in o.props: month = o.value if 'year' in o.props: ...	[ "def", "date_tuple", "(", "ovls", ")", ":", "day", "=", "month", "=", "year", "=", "0", "for", "o", "in", "ovls", ":", "if", "'day'", "in", "o", ".", "props", ":", "day", "=", "o", ".", "value", "if", "'month'", "in", "o", ".", "props", ":", ...	23.772727	0.001838
def autopage(self): """Iterate through results from all pages. :return: all results :rtype: generator """ while self.items: yield from self.items self.items = self.fetch_next()	[ "def", "autopage", "(", "self", ")", ":", "while", "self", ".", "items", ":", "yield", "from", "self", ".", "items", "self", ".", "items", "=", "self", ".", "fetch_next", "(", ")" ]	25.888889	0.008299
def _voltage_deviation(network, nodes, v_dev_allowed_upper, v_dev_allowed_lower, voltage_level): """ Checks for voltage stability issues in LV grids. Parameters ---------- network : :class:`~.grid.network.Network` nodes : :obj:`list` List of nodes (of type :class:`...	[ "def", "_voltage_deviation", "(", "network", ",", "nodes", ",", "v_dev_allowed_upper", ",", "v_dev_allowed_lower", ",", "voltage_level", ")", ":", "def", "_append_crit_node", "(", "series", ")", ":", "return", "pd", ".", "DataFrame", "(", "{", "'v_mag_pu'", ":",...	44.828947	0.000287
def _get_el_to_normative(parent_elem, normative_parent_elem): """Return ordered dict ``el_to_normative``, which maps children of ``parent_elem`` to their normative counterparts in the children of ``normative_parent_elem`` or to ``None`` if there is no normative parent. If there is a norm...	[ "def", "_get_el_to_normative", "(", "parent_elem", ",", "normative_parent_elem", ")", ":", "el_to_normative", "=", "OrderedDict", "(", ")", "if", "normative_parent_elem", "is", "None", ":", "for", "el", "in", "parent_elem", ":", "el_to_normative", "[", "el", "]", ...	47.269231	0.001595
def fix_e713(self, result): """Fix (trivial case of) non-membership check.""" (line_index, offset, target) = get_index_offset_contents(result, self.source) # to convert once 'not in' -> 'in' before_target = target[:offset]...	[ "def", "fix_e713", "(", "self", ",", "result", ")", ":", "(", "line_index", ",", "offset", ",", "target", ")", "=", "get_index_offset_contents", "(", "result", ",", "self", ".", "source", ")", "# to convert once 'not in' -> 'in'", "before_target", "=", "target",...	46.677419	0.001354
def prints(texts, kwargs): """Print formatted message (manual ANSI escape sequences to avoid dependency) texts (unicode): Texts to print. Each argument is rendered as paragraph. **kwargs: 'title' becomes coloured headline. exits=True performs sys exit. """ exits = kwargs.get('exits', None) ...	[ "def", "prints", "(", "", "texts", ",", "", "*", "kwargs", ")", ":", "exits", "=", "kwargs", ".", "get", "(", "'exits'", ",", "None", ")", "title", "=", "kwargs", ".", "get", "(", "'title'", ",", "None", ")", "title", "=", "'\\033[93m{}\\033[0m\\n'...	40.714286	0.001715
def read_relation_file(filename): ''' Reads the GermaNet relation file ``gn_relations.xml`` which lists all the relations holding between lexical units and synsets. Arguments: - `filename`: ''' with open(filename, 'rb') as input_file: doc = etree.parse(input_file) lex_rels = []...	[ "def", "read_relation_file", "(", "filename", ")", ":", "with", "open", "(", "filename", ",", "'rb'", ")", "as", "input_file", ":", "doc", "=", "etree", ".", "parse", "(", "input_file", ")", "lex_rels", "=", "[", "]", "con_rels", "=", "[", "]", "assert...	40.404762	0.001151
def groupby(self, group, squeeze: bool = True): """Returns a GroupBy object for performing grouped operations. Parameters ---------- group : str, DataArray or IndexVariable Array whose unique values should be used to group this array. If a string, must be the nam...	[ "def", "groupby", "(", "self", ",", "group", ",", "squeeze", ":", "bool", "=", "True", ")", ":", "# noqa", "return", "self", ".", "_groupby_cls", "(", "self", ",", "group", ",", "squeeze", "=", "squeeze", ")" ]	42.866667	0.001014
def load_data(fname): """ loads previously exported CSV file to redis database """ print('Loading ' + fname + ' to redis') r = redis.StrictRedis(host = '127.0.0.1', port = 6379, db = 0); with open(fname, 'r') as f: for line_num, row in enumerate(f): if row.strip('') != '': ...	[ "def", "load_data", "(", "fname", ")", ":", "print", "(", "'Loading '", "+", "fname", "+", "' to redis'", ")", "r", "=", "redis", ".", "StrictRedis", "(", "host", "=", "'127.0.0.1'", ",", "port", "=", "6379", ",", "db", "=", "0", ")", "with", "open",...	46.769231	0.017742
def cli(env, name, description): """Create a security group.""" mgr = SoftLayer.NetworkManager(env.client) result = mgr.create_securitygroup(name, description) table = formatting.KeyValueTable(['name', 'value']) table.align['name'] = 'r' table.align['value'] = 'l' table.add_row(['id', resul...	[ "def", "cli", "(", "env", ",", "name", ",", "description", ")", ":", "mgr", "=", "SoftLayer", ".", "NetworkManager", "(", "env", ".", "client", ")", "result", "=", "mgr", ".", "create_securitygroup", "(", "name", ",", "description", ")", "table", "=", ...	36.25	0.001681
def _detect_migration_layout(vars, apps): """ Detect migrations layout for plugins :param vars: installer settings :param apps: installed applications """ DJANGO_MODULES = {} for module in vars.MIGRATIONS_CHECK_MODULES: if module in apps: try: mod = __imp...	[ "def", "_detect_migration_layout", "(", "vars", ",", "apps", ")", ":", "DJANGO_MODULES", "=", "{", "}", "for", "module", "in", "vars", ".", "MIGRATIONS_CHECK_MODULES", ":", "if", "module", "in", "apps", ":", "try", ":", "mod", "=", "__import__", "(", "'{0}...	32.1875	0.001887
def basic_range1(ranged_hparams): """A basic range of hyperparameters.""" rhp = ranged_hparams rhp.set_discrete("batch_size", [1024, 2048, 4096]) rhp.set_discrete("num_hidden_layers", [1, 2, 3, 4, 5, 6]) rhp.set_discrete("hidden_size", [32, 64, 128, 256, 512], scale=rhp.LOG_SCALE) rhp.set_discrete("kernel_h...	[ "def", "basic_range1", "(", "ranged_hparams", ")", ":", "rhp", "=", "ranged_hparams", "rhp", ".", "set_discrete", "(", "\"batch_size\"", ",", "[", "1024", ",", "2048", ",", "4096", "]", ")", "rhp", ".", "set_discrete", "(", "\"num_hidden_layers\"", ",", "[",...	50	0.016484
def _Pcn_zm(x, dsz, Nv, dimN=2, dimC=1): """ Projection onto dictionary update constraint set: support projection, mean subtraction, and normalisation. The result has the full spatial dimensions of the input. Parameters ---------- x : array_like Input array dsz : tuple Fil...	[ "def", "_Pcn_zm", "(", "x", ",", "dsz", ",", "Nv", ",", "dimN", "=", "2", ",", "dimC", "=", "1", ")", ":", "return", "normalise", "(", "zeromean", "(", "zpad", "(", "bcrop", "(", "x", ",", "dsz", ",", "dimN", ")", ",", "Nv", ")", ",", "dsz", ...	28.740741	0.001247
def statistics(cls, function, group=None): """ Compute statistics (average, max, median, minimun and sum) from _results into a dictionary of numpy array. """ benchmark = cls.results(function, group) results = {} for name, stat in {'avg': numpy.average, 'max': nump...	[ "def", "statistics", "(", "cls", ",", "function", ",", "group", "=", "None", ")", ":", "benchmark", "=", "cls", ".", "results", "(", "function", ",", "group", ")", "results", "=", "{", "}", "for", "name", ",", "stat", "in", "{", "'avg'", ":", "nump...	46	0.008529
def available_ports(low=1024, high=65535, exclude_ranges=None): """ Returns a set of possible ports (excluding system, ephemeral and well-known ports). Pass ``high`` and/or ``low`` to limit the port range. """ if exclude_ranges is None: exclude_ranges = [] available = utils.ranges_t...	[ "def", "available_ports", "(", "low", "=", "1024", ",", "high", "=", "65535", ",", "exclude_ranges", "=", "None", ")", ":", "if", "exclude_ranges", "is", "None", ":", "exclude_ranges", "=", "[", "]", "available", "=", "utils", ".", "ranges_to_set", "(", ...	30.368421	0.001681
def scan_interfaces(address=None): """ Scan all the interfaces for available Crazyflies """ available = [] found = [] for driverClass in CLASSES: try: logger.debug('Scanning: %s', driverClass) instance = driverClass() found = instance.scan_interface(address) ...	[ "def", "scan_interfaces", "(", "address", "=", "None", ")", ":", "available", "=", "[", "]", "found", "=", "[", "]", "for", "driverClass", "in", "CLASSES", ":", "try", ":", "logger", ".", "debug", "(", "'Scanning: %s'", ",", "driverClass", ")", "instance...	30.923077	0.002415
def fit_points_in_bounding_box(df_points, bounding_box, padding_fraction=0): ''' Return data frame with ``x``, ``y`` columns scaled to fit points from :data:`df_points` to fill :data:`bounding_box` while maintaining aspect ratio. Arguments --------- df_points : pandas.DataFrame A fr...	[ "def", "fit_points_in_bounding_box", "(", "df_points", ",", "bounding_box", ",", "padding_fraction", "=", "0", ")", ":", "df_scaled_points", "=", "df_points", ".", "copy", "(", ")", "offset", ",", "padded_scale", "=", "fit_points_in_bounding_box_params", "(", "df_po...	39.344828	0.000855
async def status(self, args, kwargs): """ Get task status Get task status structure from `taskId` This method gives output: ``v1/task-status-response.json#`` This method is ``stable`` """ return await self._makeApiCall(self.funcinfo["status"], args, **kwar...	[ "async", "def", "status", "(", "self", ",", "", "args", ",", "", "", "kwargs", ")", ":", "return", "await", "self", ".", "_makeApiCall", "(", "self", ".", "funcinfo", "[", "\"status\"", "]", ",", "", "args", ",", "", "", "kwargs", ")" ]	26	0.009288
def has_layer(self, class_: Type[L], became: bool=True) -> bool: """ Proxy to stack """ return self.stack.has_layer(class_, became)	[ "def", "has_layer", "(", "self", ",", "class_", ":", "Type", "[", "L", "]", ",", "became", ":", "bool", "=", "True", ")", "->", "bool", ":", "return", "self", ".", "stack", ".", "has_layer", "(", "class_", ",", "became", ")" ]	31.8	0.02454
def _normalizeParseActionArgs( f ): """Internal method used to decorate parse actions that take fewer than 3 arguments, so that all parse actions can be called as f(s,l,t).""" STAR_ARGS = 4 try: restore = None if isinstance(f,type): restore = f...	[ "def", "_normalizeParseActionArgs", "(", "f", ")", ":", "STAR_ARGS", "=", "4", "try", ":", "restore", "=", "None", "if", "isinstance", "(", "f", ",", "type", ")", ":", "restore", "=", "f", "f", "=", "f", ".", "__init__", "if", "not", "_PY3K", ":", ...	35.836957	0.010035
def sheetheader(sheet, startstops, usecols=None): """Return the channel names in a list suitable as an argument to ChannelPack's `set_channel_names` method. Return None if first two StartStops are None. This function is slightly confusing, because it shall be called with the same parameters as shee...	[ "def", "sheetheader", "(", "sheet", ",", "startstops", ",", "usecols", "=", "None", ")", ":", "headstart", ",", "headstop", ",", "dstart", ",", "dstop", "=", "startstops", "if", "headstart", "is", "None", ":", "return", "None", "assert", "headstop", ".", ...	37.333333	0.000669
def _predict_in_session(self, sess, other_var, X_feat, X_seq, variable="y_pred"): """ Predict y (or any other variable) from inside the tf session. Variable has to be in other_var """ # other_var["tf_X_seq"]: X_seq, tf_y: y, feed_dict = {other_var["tf_X_feat"]: X_feat, ...	[ "def", "_predict_in_session", "(", "self", ",", "sess", ",", "other_var", ",", "X_feat", ",", "X_seq", ",", "variable", "=", "\"y_pred\"", ")", ":", "# other_var[\"tf_X_seq\"]: X_seq, tf_y: y,", "feed_dict", "=", "{", "other_var", "[", "\"tf_X_feat\"", "]", ":", ...	44.2	0.008869
def _remove_rid_from_vrf_list(self, ri): """Remove router ID from a VRF list. This removes a router from the list of routers that's kept in a map, using a VRF ID as the key. If the VRF exists, the router is removed from the list if it's present. If the last router in the list is...	[ "def", "_remove_rid_from_vrf_list", "(", "self", ",", "ri", ")", ":", "if", "ri", ".", "ex_gw_port", "or", "ri", ".", "router", ".", "get", "(", "'gw_port'", ")", ":", "driver", "=", "self", ".", "driver_manager", ".", "get_driver", "(", "ri", ".", "id...	53.681818	0.001664
def raise_error(subject, error_class): ''' Call function `subject` and expect the function to raise an exception. >>> expect = Expector([]) >>> expect(lambda: 1 / 0).to(raise_error, ZeroDivisionError) (True, 'Expect ZeroDivisionError to be raised') ''' description = 'Expect {} to be raised'....	[ "def", "raise_error", "(", "subject", ",", "error_class", ")", ":", "description", "=", "'Expect {} to be raised'", ".", "format", "(", "error_class", ".", "__name__", ")", "try", ":", "subject", "(", ")", "return", "(", "False", ",", "description", ")", "ex...	35.230769	0.002128
def _fetch_option(cfg, ret_config, virtualname, attr_name): """ Fetch a given option value from the config. @see :func:`get_returner_options` """ # c_cfg is a dictionary returned from config.option for # any options configured for this returner. if isinstance(cfg, dict): c_cfg = cfg...	[ "def", "_fetch_option", "(", "cfg", ",", "ret_config", ",", "virtualname", ",", "attr_name", ")", ":", "# c_cfg is a dictionary returned from config.option for", "# any options configured for this returner.", "if", "isinstance", "(", "cfg", ",", "dict", ")", ":", "c_cfg",...	31.227273	0.000706
def showdeletion(self, *objects): """ Record a stack trace at the point when an ROOT TObject is deleted """ from ..memory import showdeletion as S for o in objects: S.monitor_object_cleanup(o)	[ "def", "showdeletion", "(", "self", ",", "*", "objects", ")", ":", "from", ".", ".", "memory", "import", "showdeletion", "as", "S", "for", "o", "in", "objects", ":", "S", ".", "monitor_object_cleanup", "(", "o", ")" ]	34	0.008197
def _fill_row_borders(self): """Add the first and last rows to the data by extrapolation. """ lines = len(self.hrow_indices) chunk_size = self.chunk_size or lines factor = len(self.hrow_indices) / len(self.row_indices) tmp_data = [] for num in range(len(self.tie_...	[ "def", "_fill_row_borders", "(", "self", ")", ":", "lines", "=", "len", "(", "self", ".", "hrow_indices", ")", "chunk_size", "=", "self", ".", "chunk_size", "or", "lines", "factor", "=", "len", "(", "self", ".", "hrow_indices", ")", "/", "len", "(", "s...	46.675676	0.002269
def set_xml_output(self, xml_file): """ Tell ligolw_sqlite to dump the contents of the database to a file. """ if self.get_database() is None: raise ValueError, "no database specified" self.add_file_opt('extract', xml_file) self.__xml_output = xml_file	[ "def", "set_xml_output", "(", "self", ",", "xml_file", ")", ":", "if", "self", ".", "get_database", "(", ")", "is", "None", ":", "raise", "ValueError", ",", "\"no database specified\"", "self", ".", "add_file_opt", "(", "'extract'", ",", "xml_file", ")", "se...	34.375	0.010638
def plot_sampler_fingerprint( sampler, hyperprior, weights=None, cutoff_weight=None, nbins=None, labels=None, burn=0, chain_mask=None, temp_idx=0, points=None, plot_samples=False, sample_color='k', point_color=None, point_lw=3, title='', rot_x_labels=False, figsize=None ): """Mak...	[ "def", "plot_sampler_fingerprint", "(", "sampler", ",", "hyperprior", ",", "weights", "=", "None", ",", "cutoff_weight", "=", "None", ",", "nbins", "=", "None", ",", "labels", "=", "None", ",", "burn", "=", "0", ",", "chain_mask", "=", "None", ",", "temp...	44.586207	0.002396
def beacon(config): ''' Check if installed packages are the latest versions and fire an event for those that have upgrades. .. code-block:: yaml beacons: pkg: - pkgs: - zsh - apache2 - refresh: True ''' ret = [] _re...	[ "def", "beacon", "(", "config", ")", ":", "ret", "=", "[", "]", "_refresh", "=", "False", "pkgs", "=", "[", "]", "for", "config_item", "in", "config", ":", "if", "'pkgs'", "in", "config_item", ":", "pkgs", "+=", "config_item", "[", "'pkgs'", "]", "if...	24.787879	0.001176

def vdp_uplink_proc(self): """Periodic handler to detect the uplink interface to the switch. -> restart_uplink_called: should be called by agent initially to set the stored uplink and veth from DB -> process_uplink_ongoing: Will be set when uplink message is enqueue and reset wh...

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def _generate_id_maps(self, unique_stmts, poolsize=None, size_cutoff=100, split_idx=None): """Connect statements using their refinement relationships.""" # Check arguments relating to multiprocessing if poolsize is None: logger.debug('combine_related: poolsi...

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def add(self, campaign_id, item_id, default_price, title, img_url, nick=None): '''xxxxx.xxxxx.adgroup.add =================================== 创建一个推广组''' request = TOPRequest('xxxxx.xxxxx.adgroup.add') request['campaign_id'] = campaign_id request['item_id'] = item_id ...

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def is_required(action): ''' _actions possessing the `required` flag and not implicitly optional through `nargs` being '*' or '?' ''' return not isinstance(action, _SubParsersAction) and ( action.required == True and action.nargs not in ['*', '?'])

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def _missing_(cls, value): """Lookup function used when value is not found.""" if not (isinstance(value, int) and 0 <= value <= 65535): raise ValueError('%r is not a valid %s' % (value, cls.__name__)) if 0 <= value <= 64: extend_enum(cls, 'Unassigned [%d]' % value, value)...

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def get_referenced_object(self): """ :rtype: core.BunqModel :raise: BunqException """ if self._BunqMeFundraiserResult is not None: return self._BunqMeFundraiserResult if self._BunqMeTab is not None: return self._BunqMeTab if self._BunqMe...

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def bills(self, member_id, type='introduced'): "Same as BillsClient.by_member" path = "members/{0}/bills/{1}.json".format(member_id, type) return self.fetch(path)

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def _handle_adapter(self, app): """ Handle storage _adapter configuration :param app: Flask application """ if 'IMAGINE_ADAPTER' in app.config \ and 'name' in app.config['IMAGINE_ADAPTER'] \ and app.config['IMAGINE_ADAPTER']['name'] in self._adapte...

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def dispatch_job(self, link, key, job_archive, stream=sys.stdout): """Function to dispatch a single job Parameters ---------- link : `Link` Link object that sendes the job key : str Key used to identify this particular job job_archive : `JobArc...

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def state_preorder_put_account_payment_info( nameop, account_addr, token_type, amount ): """ Call this in a @state_create-decorated method. Identifies the account that must be debited. """ assert amount is None or isinstance(amount, (int,long)), 'Amount is {} (type {})'.format(amount, type(amount)) ...

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def read_cumulative_iss_index(): "Read in the whole cumulative index and return dataframe." indexdir = get_index_dir() path = indexdir / "COISS_2999_index.hdf" try: df = pd.read_hdf(path, "df") except FileNotFoundError: path = indexdir / "cumindex.hdf" df = pd.read_hdf(path,...

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def unpack_data(self, usnap=.2): # 2/10th second sleep between empty requests """ Iterates over socket response and unpacks values of object attributes. Sleeping here has the greatest response to cpu cycles short of blocking sockets """ for new_data in self.socket: if new_da...

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def max_event_offset(event_list): """Find the offset (end-time) of last event Parameters ---------- event_list : list or dcase_util.containers.MetaDataContainer A list containing event dicts Returns ------- float > 0 maximum offset """ if isinstance(event_list, dc...

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def convert_value(self, v): """ convert the expression that is in the term to something that is accepted by pytables """ def stringify(value): if self.encoding is not None: encoder = partial(pprint_thing_encoded, encoding=self.encodi...

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def __create_map(self, map_size): ''' Create map. References: - https://qiita.com/kusano_t/items/487eec15d42aace7d685 ''' import random import numpy as np from itertools import product news = ['n', 'e', 'w', 's'] m, n = map_s...

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async def get_version(self, tp, params): """ Loads version from the stream / version database # TODO: instance vs. tp. :param tp: :param params: :return: """ tw = TypeWrapper(tp, params) if not tw.is_versioned(): # self.registry.set_tr...

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def update_metadata(self, dataset_identifier, update_fields, content_type="json"): ''' Update the metadata for a particular dataset. update_fields is a dictionary containing [metadata key:new value] pairs. This method performs a full replace for the key:value pairs listed in `update...

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def user_getinfo(self, fields, access_token=None): """ Request multiple fields of information about the user. :param fields: The names of the fields requested. :type fields: list :returns: The values of the current user for the fields requested. The keys are the fiel...

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def return_hdr(self): """ subj_id : str subject identification code start_time : datetime start time of the dataset s_freq : float sampling frequency chan_name : list of str list of all the channels n_samples : int ...

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def FindPosition(node, addition, index=0): ''' Method to search for children according to their position in list. Similar functionality to above method, except this is for adding items to the tree according to the nodes limits on children or types of children they can have :param node: current node bein...

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def A(g,i): """recursively constructs A line for g; i = len(g)-1""" g1 = g&(2**i) if i: n = Awidth(i) An = A(g,i-1) if g1: return An<<n | An else: return int('1'*n,2)<<n | An else: if g1: return int('00',2) else: ...

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def get_states(self, merge_multi_context=True): """Gets states from all devices. Parameters ---------- merge_multi_context : bool Default is `True`. In the case when data-parallelism is used, the states will be collected from multiple devices. A `True` value indi...

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def make_db_data_fetcher(postgresql_conn_info, template_path, reload_templates, query_cfg, io_pool): """ Returns an object which is callable with the zoom and unpadded bounds and which returns a list of rows. """ sources = parse_source_data(query_cfg) queries_generator ...

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def get_subject_guide_for_section_params( year, quarter, curriculum_abbr, course_number, section_id=None): """ Returns a SubjectGuide model for the passed section params: year: year for the section term (4-digits) quarter: quarter (AUT, WIN, SPR, or SUM) curriculum_abbr: curriculum abbrevia...

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def load_observations((observations, regex, rename), path, filenames): """ Returns a provisional name based dictionary of observations of the object. Each observations is keyed on the date. ie. a dictionary of dictionaries. @param path: the directory where filenames are. @type path str @param f...

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def from_dict(self, d): """ Set MobID from a dict """ self.length = d.get("length", 0) self.instanceHigh = d.get("instanceHigh", 0) self.instanceMid = d.get("instanceMid", 0) self.instanceLow = d.get("instanceLow", 0) material = d.get("material", {'Data1'...

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def get_excitation_spectrum(self, width=0.1, npoints=2000): """ Generate an excitation spectra from the singlet roots of TDDFT calculations. Args: width (float): Width for Gaussian smearing. npoints (int): Number of energy points. More points => smoother ...

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def _has_exclusive_option(cls, options): """Return `True` iff one or more exclusive options were selected.""" return any([getattr(options, opt) is not None for opt in cls.BASE_ERROR_SELECTION_OPTIONS])

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def _proxy(self): """ Generate an instance context for the instance, the context is capable of performing various actions. All instance actions are proxied to the context :returns: HostedNumberOrderContext for this HostedNumberOrderInstance :rtype: twilio.rest.preview.hosted_nu...

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def getAvgBySweep(abf,feature,T0=None,T1=None): """return average of a feature divided by sweep.""" if T1 is None: T1=abf.sweepLength if T0 is None: T0=0 data = [np.empty((0))]*abf.sweeps for AP in cm.dictFlat(cm.matrixToDicts(abf.APs)): if T0<AP['sweepT']<T1: val...

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def query_helper(request,namespace, docid, configuration=None): """Does the actual query, called by query() or pub_query(), not directly""" flatargs = { 'customslicesize': request.POST.get('customslicesize',settings.CONFIGURATIONS[configuration].get('customslicesize','50')), #for pagination of search re...

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def quadratic_jacobian_polynomial(nodes): r"""Compute the Jacobian determinant of a quadratic surface. .. note:: This is used **only** by :meth:`Surface._compute_valid` (which is in turn used to compute / cache the :attr:`Surface.is_valid` property). Converts :math:`\det(J(s, t))` to...

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def build_duration(self): """Return the difference between build and build_done states""" return int(self.state.build_done) - int(self.state.build)

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def multiple_breeding_pups(request, breeding_id): """This view is used to enter multiple animals at the same time from a breeding cage. It will generate a form containing animal information and a number of mice. It is intended to create several identical animals with the same attributes. This view requres a...

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def add_sam2rnf_parser(subparsers, subcommand, help, description, simulator_name=None): """Add another parser for a SAM2RNF-like command. Args: subparsers (subparsers): File name of the genome from which read tuples are created (FASTA file). simulator_name (str): Name of the simulator used in comments. """ ...

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def create_variant(cls, variant, **kwargs): """Create Variant Create a new Variant This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True >>> thread = api.create_variant(variant, async=True) >>> result = thre...

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def delete_thumbnails(self, source_cache=None): """ Delete any thumbnails generated from the source image. :arg source_cache: An optional argument only used for optimisation where the source cache instance is already known. :returns: The number of files deleted. """ ...

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def readMyEC2Tag(tagName, connection=None): """ Load an EC2 tag for the running instance & print it. :param str tagName: Name of the tag to read :param connection: Optional boto connection """ assert isinstance(tagName, basestring), ("tagName must be a string but is %r" % tagName) # Load metadata. if ==...

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def get_upload_form(self): """Construct form for accepting file upload.""" return self.form_class(self.request.POST, self.request.FILES)

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def offset(self, offset): """Fetch results after `offset` value""" clone = self._clone() if isinstance(offset, int): clone._offset = offset return clone

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def perform(self): """Perform the version upgrade on the database. """ db_versions = self.table.versions() version = self.version if (version.is_processed(db_versions) and not self.config.force_version == self.version.number): self.log( ...

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def _set_client_id(self, client_id): """ Method for tracer to set client ID of throttler. """ with self.lock: if self.client_id is None: self.client_id = client_id

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def _parse_template(self, code, label): ''' Pare smart indented templates Takes a template a returns a list of sub-templates, taking in account the indentation of the original code based on the first line indentation(0) Special treatment of whitespace: returns special Offset and...

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def UndoTransaction(self): """ Cancels any running transaction. """ from Ucs import ConfigMap self._transactionInProgress = False self._configMap = ConfigMap()

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def addLengthMeters(stream_network): """ Adds length field in meters to network (The added field name will be 'LENGTH_M'). .. note:: This may be needed for generating the kfac file depending on the units of your raster. See: :doc:`gis_tools`. Parameters ...

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def group_memberships(self, user, include=None): """ Retrieve the group memberships for this user. :param include: list of objects to sideload. `Side-loading API Docs <https://developer.zendesk.com/rest_api/docs/core/side_loading>`__. :param user: User object or id ...

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def focus_next_unfolded(self): """focus next unfolded message in depth first order""" self.focus_property(lambda x: not x.is_collapsed(x.root), self._tree.next_position)

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def cmd_camctrlmsg(self, args): '''camctrlmsg''' print("Sent DIGICAM_CONFIGURE CMD_LONG") self.master.mav.command_long_send( self.settings.target_system, # target_system 0, # target_component mavutil.mavlink.MAV_CMD_DO_DIGICAM_CONFIGURE, # command ...

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def office_content(self, election_day, office): """ Return serialized content for an office page. """ from electionnight.models import PageType office_type = ContentType.objects.get_for_model(office) page_type = PageType.objects.get( model_type=office_type, ...

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def extract_tar(fileobj): """Yields 3-tuples of (name, modified, bytes).""" import time archive = tarfile.open(fileobj=fileobj) filenames = [info.name for info in archive.getmembers() if info.isfile()] for src_name, dst_name in filter_tzfiles(filenames): mtime = archive.getmember(src_name)...

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def draw_text(self, video_name, out, start, end, x, y, text, color='0xFFFFFF', show_background=0, background_color='0x000000', size=16): """ Draws text over a video @param video_name : name of video input file @param out : name of video output file ...

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def validate_metadata(target_dir, metadata): """ Check that the files listed in metadata exactly match files in target dir. :param target_dir: This field is the target directory from which to match metadata :param metadata: This field contains the metadata to be matched. """ if not os.p...

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def graceful_exit(self, msg): """ This function Tries to update the MSQL database before exiting. """ # Print stored errors to stderr if self.caught_error: self.print2file(self.stderr, False, False, self.caught_error) # Kill process with error message self.log(msg) sys.exit(...

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def _check_pending_document_role_state(cursor, document_id): """Check the aggregate state on the pending document.""" cursor.execute("""\ SELECT BOOL_AND(accepted IS TRUE) FROM role_acceptances AS ra, pending_documents as pd WHERE pd.id = %s AND pd.uuid = ra.uuid""", (document_id,))...

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def nx_gen_edge_values(G, key, edges=None, default=util_const.NoParam, on_missing='error', on_keyerr='default'): """ Generates attributes values of specific edges Args: on_missing (str): Strategy for handling nodes missing from G. Can be {'error', 'default'}. def...

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def aws_client(self, client_id=None): """ Get AWS client if it exists (must have been formerly stored with set_aws_clients) If client_id is not provided, returns the dictionary of all clients Args: client_id: label for the client, e.g. 'ec2'; omit to get a dictionary of all clients Returns: ...

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def register(name: str): """ Registers a coverage extractor class under a given name. .. code: python from bugzoo.mgr.coverage import CoverageExtractor, register @register('mycov') class MyCoverageExtractor(CoverageExtractor): ... """ def decorator(cls: Type['C...

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def create_profile(): """If this is the user's first login, the create_or_login function will redirect here so that the user can set up his profile. """ if g.user is not None or 'openid' not in session: return redirect(url_for('index')) if request.method == 'POST': name = request.for...

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def stopped(name=None, containers=None, shutdown_timeout=None, unpause=False, error_on_absent=True, **kwargs): ''' Ensure that a container (or containers) is stopped name Name or ID of the container containers Run this state o...

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def on_confirmation(self, frame): """Invoked by pika when RabbitMQ responds to a Basic.Publish RPC command, passing in either a Basic.Ack or Basic.Nack frame with the delivery tag of the message that was published. The delivery tag is an integer counter indicating the message number that...

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def evpn_prefix_del(self, route_type, route_dist, esi=0, ethernet_tag_id=None, mac_addr=None, ip_addr=None, ip_prefix=None): """ This method deletes an advertised EVPN route. ``route_type`` specifies one of the EVPN route type name. ``route_dist`...

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def estimate_tuning(y=None, sr=22050, S=None, n_fft=2048, resolution=0.01, bins_per_octave=12, **kwargs): '''Estimate the tuning of an audio time series or spectrogram input. Parameters ---------- y: np.ndarray [shape=(n,)] or None audio signal sr : number > 0 [scalar] ...

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def save_config( self, cmd="write memory flash-synchro", confirm=False, confirm_response="" ): """Save Config""" return super(AlcatelAosSSH, self).save_config( cmd=cmd, confirm=confirm, confirm_response=confirm_response )

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def warning(self, i: int=None) -> str: """ Returns a warning message """ head = "[" + colors.purple("\033[1mwarning") + "]" if i is not None: head = str(i) + " " + head return head

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def relationship_descriptor(action, *names): """ Wrap a function for modification of a relationship. This allows for specific handling for serialization and deserialization. :param action: The RelationshipActions that this descriptor performs :param names: A list of names of the relationships this...

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def group_retrieve(self, device_group_id, **kwargs): # noqa: E501 """Get a group. # noqa: E501 Get a group. # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass asynchronous=True >>> thread = api.group_retriev...

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def is_namedtuple_like(x): """Helper which returns `True` if input is `collections.namedtuple`-like.""" try: for fn in x._fields: _ = getattr(x, fn) return True except AttributeError: return False

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def ps_(filters=None, **kwargs): ''' Returns information about the Docker containers on the Minion. Equivalent to running the ``docker ps`` Docker CLI command. all : False If ``True``, stopped containers will also be returned host: False If ``True``, local host's network topology w...

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def filebrowser_remove_file(request, item_id, file_type): """ Remove file """ fobj = get_object_or_404(FileBrowserFile, file_type=file_type, id=item_id) fobj.delete() if file_type == 'doc': return HttpResponseRedirect(reverse('mce-filebrowser-documents')) return HttpResponseRedirec...

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def read_raster_no_crs(input_file, indexes=None, gdal_opts=None): """ Wrapper function around rasterio.open().read(). Parameters ---------- input_file : str Path to file indexes : int or list Band index or list of band indexes to be read. Returns ------- MaskedArray...

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def date_tuple(ovls): """ We should have a list of overlays from which to extract day month year. """ day = month = year = 0 for o in ovls: if 'day' in o.props: day = o.value if 'month' in o.props: month = o.value if 'year' in o.props: ...

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def autopage(self): """Iterate through results from all pages. :return: all results :rtype: generator """ while self.items: yield from self.items self.items = self.fetch_next()

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def _voltage_deviation(network, nodes, v_dev_allowed_upper, v_dev_allowed_lower, voltage_level): """ Checks for voltage stability issues in LV grids. Parameters ---------- network : :class:`~.grid.network.Network` nodes : :obj:`list` List of nodes (of type :class:`...

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def _get_el_to_normative(parent_elem, normative_parent_elem): """Return ordered dict ``el_to_normative``, which maps children of ``parent_elem`` to their normative counterparts in the children of ``normative_parent_elem`` or to ``None`` if there is no normative parent. If there is a norm...

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def fix_e713(self, result): """Fix (trivial case of) non-membership check.""" (line_index, offset, target) = get_index_offset_contents(result, self.source) # to convert once 'not in' -> 'in' before_target = target[:offset]...

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def prints(*texts, **kwargs): """Print formatted message (manual ANSI escape sequences to avoid dependency) *texts (unicode): Texts to print. Each argument is rendered as paragraph. **kwargs: 'title' becomes coloured headline. exits=True performs sys exit. """ exits = kwargs.get('exits', None) ...

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def read_relation_file(filename): ''' Reads the GermaNet relation file ``gn_relations.xml`` which lists all the relations holding between lexical units and synsets. Arguments: - `filename`: ''' with open(filename, 'rb') as input_file: doc = etree.parse(input_file) lex_rels = []...

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def groupby(self, group, squeeze: bool = True): """Returns a GroupBy object for performing grouped operations. Parameters ---------- group : str, DataArray or IndexVariable Array whose unique values should be used to group this array. If a string, must be the nam...

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def load_data(fname): """ loads previously exported CSV file to redis database """ print('Loading ' + fname + ' to redis') r = redis.StrictRedis(host = '127.0.0.1', port = 6379, db = 0); with open(fname, 'r') as f: for line_num, row in enumerate(f): if row.strip('') != '': ...

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def cli(env, name, description): """Create a security group.""" mgr = SoftLayer.NetworkManager(env.client) result = mgr.create_securitygroup(name, description) table = formatting.KeyValueTable(['name', 'value']) table.align['name'] = 'r' table.align['value'] = 'l' table.add_row(['id', resul...

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def _detect_migration_layout(vars, apps): """ Detect migrations layout for plugins :param vars: installer settings :param apps: installed applications """ DJANGO_MODULES = {} for module in vars.MIGRATIONS_CHECK_MODULES: if module in apps: try: mod = __imp...

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def basic_range1(ranged_hparams): """A basic range of hyperparameters.""" rhp = ranged_hparams rhp.set_discrete("batch_size", [1024, 2048, 4096]) rhp.set_discrete("num_hidden_layers", [1, 2, 3, 4, 5, 6]) rhp.set_discrete("hidden_size", [32, 64, 128, 256, 512], scale=rhp.LOG_SCALE) rhp.set_discrete("kernel_h...

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def _Pcn_zm(x, dsz, Nv, dimN=2, dimC=1): """ Projection onto dictionary update constraint set: support projection, mean subtraction, and normalisation. The result has the full spatial dimensions of the input. Parameters ---------- x : array_like Input array dsz : tuple Fil...

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def statistics(cls, function, group=None): """ Compute statistics (average, max, median, minimun and sum) from _results into a dictionary of numpy array. """ benchmark = cls.results(function, group) results = {} for name, stat in {'avg': numpy.average, 'max': nump...

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def available_ports(low=1024, high=65535, exclude_ranges=None): """ Returns a set of possible ports (excluding system, ephemeral and well-known ports). Pass ``high`` and/or ``low`` to limit the port range. """ if exclude_ranges is None: exclude_ranges = [] available = utils.ranges_t...

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def scan_interfaces(address=None): """ Scan all the interfaces for available Crazyflies """ available = [] found = [] for driverClass in CLASSES: try: logger.debug('Scanning: %s', driverClass) instance = driverClass() found = instance.scan_interface(address) ...

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def fit_points_in_bounding_box(df_points, bounding_box, padding_fraction=0): ''' Return data frame with ``x``, ``y`` columns scaled to fit points from :data:`df_points` to fill :data:`bounding_box` while maintaining aspect ratio. Arguments --------- df_points : pandas.DataFrame A fr...

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async def status(self, *args, **kwargs): """ Get task status Get task status structure from `taskId` This method gives output: ``v1/task-status-response.json#`` This method is ``stable`` """ return await self._makeApiCall(self.funcinfo["status"], *args, **kwar...

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def has_layer(self, class_: Type[L], became: bool=True) -> bool: """ Proxy to stack """ return self.stack.has_layer(class_, became)

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def _normalizeParseActionArgs( f ): """Internal method used to decorate parse actions that take fewer than 3 arguments, so that all parse actions can be called as f(s,l,t).""" STAR_ARGS = 4 try: restore = None if isinstance(f,type): restore = f...

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def sheetheader(sheet, startstops, usecols=None): """Return the channel names in a list suitable as an argument to ChannelPack's `set_channel_names` method. Return None if first two StartStops are None. This function is slightly confusing, because it shall be called with the same parameters as shee...

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def _predict_in_session(self, sess, other_var, X_feat, X_seq, variable="y_pred"): """ Predict y (or any other variable) from inside the tf session. Variable has to be in other_var """ # other_var["tf_X_seq"]: X_seq, tf_y: y, feed_dict = {other_var["tf_X_feat"]: X_feat, ...

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def _remove_rid_from_vrf_list(self, ri): """Remove router ID from a VRF list. This removes a router from the list of routers that's kept in a map, using a VRF ID as the key. If the VRF exists, the router is removed from the list if it's present. If the last router in the list is...

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def raise_error(subject, error_class): ''' Call function `subject` and expect the function to raise an exception. >>> expect = Expector([]) >>> expect(lambda: 1 / 0).to(raise_error, ZeroDivisionError) (True, 'Expect ZeroDivisionError to be raised') ''' description = 'Expect {} to be raised'....

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def _fetch_option(cfg, ret_config, virtualname, attr_name): """ Fetch a given option value from the config. @see :func:`get_returner_options` """ # c_cfg is a dictionary returned from config.option for # any options configured for this returner. if isinstance(cfg, dict): c_cfg = cfg...

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def showdeletion(self, *objects): """ Record a stack trace at the point when an ROOT TObject is deleted """ from ..memory import showdeletion as S for o in objects: S.monitor_object_cleanup(o)

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def _fill_row_borders(self): """Add the first and last rows to the data by extrapolation. """ lines = len(self.hrow_indices) chunk_size = self.chunk_size or lines factor = len(self.hrow_indices) / len(self.row_indices) tmp_data = [] for num in range(len(self.tie_...

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def set_xml_output(self, xml_file): """ Tell ligolw_sqlite to dump the contents of the database to a file. """ if self.get_database() is None: raise ValueError, "no database specified" self.add_file_opt('extract', xml_file) self.__xml_output = xml_file

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def plot_sampler_fingerprint( sampler, hyperprior, weights=None, cutoff_weight=None, nbins=None, labels=None, burn=0, chain_mask=None, temp_idx=0, points=None, plot_samples=False, sample_color='k', point_color=None, point_lw=3, title='', rot_x_labels=False, figsize=None ): """Mak...

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def beacon(config): ''' Check if installed packages are the latest versions and fire an event for those that have upgrades. .. code-block:: yaml beacons: pkg: - pkgs: - zsh - apache2 - refresh: True ''' ret = [] _re...

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