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 build_input_pipeline(train_images, batch_size): """Build an iterator over training batches.""" training_dataset = tf.data.Dataset.from_tensor_slices(train_images) training_batches = training_dataset.shuffle( 50000, reshuffle_each_iteration=True).repeat().batch(batch_size) training_iterator = tf.compa...	[ "def", "build_input_pipeline", "(", "train_images", ",", "batch_size", ")", ":", "training_dataset", "=", "tf", ".", "data", ".", "Dataset", ".", "from_tensor_slices", "(", "train_images", ")", "training_batches", "=", "training_dataset", ".", "shuffle", "(", "500...	46.444444	0.018779
def chugid_and_umask(runas, umask, group=None): ''' Helper method for for subprocess.Popen to initialise uid/gid and umask for the new process. ''' set_runas = False set_grp = False current_user = getpass.getuser() if runas and runas != current_user: set_runas = True run...	[ "def", "chugid_and_umask", "(", "runas", ",", "umask", ",", "group", "=", "None", ")", ":", "set_runas", "=", "False", "set_grp", "=", "False", "current_user", "=", "getpass", ".", "getuser", "(", ")", "if", "runas", "and", "runas", "!=", "current_user", ...	26.230769	0.001414
def overview(self, limit=None): """GETs overview of user's activities. Calls :meth:`narwal.Reddit.user_overview`. :param limit: max number of items to get """ return self._reddit.user_overview(self.name, limit=limit)	[ "def", "overview", "(", "self", ",", "limit", "=", "None", ")", ":", "return", "self", ".", "_reddit", ".", "user_overview", "(", "self", ".", "name", ",", "limit", "=", "limit", ")" ]	42.166667	0.015504
def schedule(self, schedule_time, *messages): """Send one or more messages to be enqueued at a specific time. Returns a list of the sequence numbers of the enqueued messages. :param schedule_time: The date and time to enqueue the messages. :type schedule_time: ~datetime.datetime ...	[ "def", "schedule", "(", "self", ",", "schedule_time", ",", "*", "messages", ")", ":", "for", "message", "in", "messages", ":", "if", "not", "self", ".", "session_id", "and", "not", "message", ".", "properties", ".", "group_id", ":", "raise", "ValueError", ...	42.166667	0.001932
def decompose_dateint(dateint): """Decomposes the given dateint into its year, month and day components. Arguments --------- dateint : int An integer object decipting a specific calendaric day; e.g. 20161225. Returns ------- year : int The year component of the given datein...	[ "def", "decompose_dateint", "(", "dateint", ")", ":", "year", "=", "int", "(", "dateint", "/", "10000", ")", "leftover", "=", "dateint", "-", "year", "*", "10000", "month", "=", "int", "(", "leftover", "/", "100", ")", "day", "=", "leftover", "-", "m...	27.272727	0.00161
def normalize_getitem_args(args): '''Turns the arguments to __getitem__ magic methods into a uniform list of tuples and strings ''' if not isinstance(args, tuple): args = (args,) return_val = [] for arg in args: if isinstance(arg, six.string_types + (int, )): return_v...	[ "def", "normalize_getitem_args", "(", "args", ")", ":", "if", "not", "isinstance", "(", "args", ",", "tuple", ")", ":", "args", "=", "(", "args", ",", ")", "return_val", "=", "[", "]", "for", "arg", "in", "args", ":", "if", "isinstance", "(", "arg", ...	34.117647	0.001678
def resample_vinci( fref, fflo, faff, intrp = 0, fimout = '', fcomment = '', outpath = '', pickname = 'ref', vc = '', con = '', vincipy_path = '', atlas_resample = False, atlas_ref_make = False, atlas_ref_del...	[ "def", "resample_vinci", "(", "fref", ",", "fflo", ",", "faff", ",", "intrp", "=", "0", ",", "fimout", "=", "''", ",", "fcomment", "=", "''", ",", "outpath", "=", "''", ",", "pickname", "=", "'ref'", ",", "vc", "=", "''", ",", "con", "=", "''", ...	29.616438	0.021929
def random_adjspecies_pair(maxlen=None, prevent_stutter=True): """ Return an ordered 2-tuple containing a species and a describer. The letter-count of the pair is guarantee to not exceed `maxlen` if it is given. If `prevent_stutter` is True, the last letter of the first item of the pair will be diff...	[ "def", "random_adjspecies_pair", "(", "maxlen", "=", "None", ",", "prevent_stutter", "=", "True", ")", ":", "while", "True", ":", "pair", "=", "_random_adjspecies_pair", "(", ")", "if", "maxlen", "and", "len", "(", "''", ".", "join", "(", "pair", ")", ")...	39.533333	0.001647
def get_profile(self, img_type, coordinate, num_points): ''' Extract a profile from (lat1,lon1) to (lat2,lon2) Args: img_type (str): Either lola or wac. coordinate (float,float,float,flaot): A tupple ``(lon0,lon1,lat0,lat1)`` with: - lon0: First ...	[ "def", "get_profile", "(", "self", ",", "img_type", ",", "coordinate", ",", "num_points", ")", ":", "lon0", ",", "lon1", ",", "lat0", ",", "lat1", "=", "coordinate", "X", ",", "Y", ",", "Z", "=", "self", ".", "get_arrays", "(", "img_type", ")", "y0",...	37.233333	0.001745
def _get_forward_relationships(opts): """ Returns an `OrderedDict` of field names to `RelationInfo`. """ forward_relations = OrderedDict() for field in [field for field in opts.fields if field.serialize and field.rel]: forward_relations[field.name] = RelationInfo( model_field=fie...	[ "def", "_get_forward_relationships", "(", "opts", ")", ":", "forward_relations", "=", "OrderedDict", "(", ")", "for", "field", "in", "[", "field", "for", "field", "in", "opts", ".", "fields", "if", "field", ".", "serialize", "and", "field", ".", "rel", "]"...	35.035714	0.001984
def _FormatSocketInet32Token(self, token_data): """Formats an Internet socket token as a dictionary of values. Args: token_data (bsm_token_data_sockinet32): AUT_SOCKINET32 token data. Returns: dict[str, str]: token values. """ protocol = bsmtoken.BSM_PROTOCOLS.get(token_data.socket_fam...	[ "def", "_FormatSocketInet32Token", "(", "self", ",", "token_data", ")", ":", "protocol", "=", "bsmtoken", ".", "BSM_PROTOCOLS", ".", "get", "(", "token_data", ".", "socket_family", ",", "'UNKNOWN'", ")", "ip_address", "=", "self", ".", "_FormatPackedIPv4Address", ...	34.375	0.00177
def find_matching(root_path, relative_paths_to_search, file_pattern): """ Given an absolute `root_path`, a list of relative paths to that absolute root path (`relative_paths_to_search`), and a `file_pattern` like '*.sql', returns information about the files. For examp...	[ "def", "find_matching", "(", "root_path", ",", "relative_paths_to_search", ",", "file_pattern", ")", ":", "matching", "=", "[", "]", "root_path", "=", "os", ".", "path", ".", "normpath", "(", "root_path", ")", "for", "relative_path_to_search", "in", "relative_pa...	40.333333	0.000621
def domains(self): """ Access the domains :returns: twilio.rest.api.v2010.account.sip.domain.DomainList :rtype: twilio.rest.api.v2010.account.sip.domain.DomainList """ if self._domains is None: self._domains = DomainList(self._version, account_sid=self._solut...	[ "def", "domains", "(", "self", ")", ":", "if", "self", ".", "_domains", "is", "None", ":", "self", ".", "_domains", "=", "DomainList", "(", "self", ".", "_version", ",", "account_sid", "=", "self", ".", "_solution", "[", "'account_sid'", "]", ",", ")",...	36.1	0.008108
def _extract_calibration(xroot): """Extract AHRS calibration information from XML root. Parameters ---------- xroot: XML root Returns ------- Aoff: numpy.array with shape(3,) Arot: numpy.array with shape(3,3) Hoff: numpy.array with shape(3,) Hrot: numpy.array with shape(3,3) ...	[ "def", "_extract_calibration", "(", "xroot", ")", ":", "names", "=", "[", "c", ".", "text", "for", "c", "in", "xroot", ".", "findall", "(", "\".//Name\"", ")", "]", "val", "=", "[", "[", "i", ".", "text", "for", "i", "in", "c", "]", "for", "c", ...	32.38	0.0006
def skos_transitive(rdf, narrower=True): """Perform transitive closure inference (S22, S24).""" for conc in rdf.subjects(RDF.type, SKOS.Concept): for bt in rdf.transitive_objects(conc, SKOS.broader): if bt == conc: continue rdf.add((conc, SKOS.broaderTransitive, b...	[ "def", "skos_transitive", "(", "rdf", ",", "narrower", "=", "True", ")", ":", "for", "conc", "in", "rdf", ".", "subjects", "(", "RDF", ".", "type", ",", "SKOS", ".", "Concept", ")", ":", "for", "bt", "in", "rdf", ".", "transitive_objects", "(", "conc...	44.555556	0.002445
def render(self): "Re-render Jupyter cell for batch of images." clear_output() self.write_csv() if self.empty() and self._skipped>0: return display(f'No images to show :). {self._skipped} pairs were ' f'skipped since at least one of the images was deleted ...	[ "def", "render", "(", "self", ")", ":", "clear_output", "(", ")", "self", ".", "write_csv", "(", ")", "if", "self", ".", "empty", "(", ")", "and", "self", ".", "_skipped", ">", "0", ":", "return", "display", "(", "f'No images to show :). {self._skipped} pa...	46.8	0.009777
def l_sa_check(template, literal, is_standalone): """Do a preliminary check to see if a tag could be a standalone""" # If there is a newline, or the previous tag was a standalone if literal.find('\n') != -1 or is_standalone: padding = literal.split('\n')[-1] # If all the characters since t...	[ "def", "l_sa_check", "(", "template", ",", "literal", ",", "is_standalone", ")", ":", "# If there is a newline, or the previous tag was a standalone", "if", "literal", ".", "find", "(", "'\\n'", ")", "!=", "-", "1", "or", "is_standalone", ":", "padding", "=", "lit...	38.071429	0.001832
def _checkForOrphanedModels (self): """If there are any models that haven't been updated in a while, consider them dead, and mark them as hidden in our resultsDB. We also change the paramsHash and particleHash of orphaned models so that we can re-generate that particle and/or model again if we desire. ...	[ "def", "_checkForOrphanedModels", "(", "self", ")", ":", "self", ".", "logger", ".", "debug", "(", "\"Checking for orphaned models older than %s\"", "%", "(", "self", ".", "_modelOrphanIntervalSecs", ")", ")", "while", "True", ":", "orphanedModelId", "=", "self", ...	44.35	0.013603
def _delete_msg(self, conn, queue_url, receipt_handle): """ Delete the message specified by ``receipt_handle`` in the queue specified by ``queue_url``. :param conn: SQS API connection :type conn: :py:class:`botocore:SQS.Client` :param queue_url: queue URL to delete the m...	[ "def", "_delete_msg", "(", "self", ",", "conn", ",", "queue_url", ",", "receipt_handle", ")", ":", "resp", "=", "conn", ".", "delete_message", "(", "QueueUrl", "=", "queue_url", ",", "ReceiptHandle", "=", "receipt_handle", ")", "if", "resp", "[", "'ResponseM...	46.772727	0.001905
def query_kb_mappings(kbid, sortby="to", key="", value="", match_type="s"): """Return a list of all mappings from the given kb, ordered by key. If key given, give only those with left side (mapFrom) = key. If value given, give only those with right side (mapTo) = value. :param kb...	[ "def", "query_kb_mappings", "(", "kbid", ",", "sortby", "=", "\"to\"", ",", "key", "=", "\"\"", ",", "value", "=", "\"\"", ",", "match_type", "=", "\"s\"", ")", ":", "return", "models", ".", "KnwKBRVAL", ".", "query_kb_mappings", "(", "kbid", ",", "sortb...	48.466667	0.00135
def get_by_model(self, model): """Gets all object by a specific model.""" content_type = ContentType.objects.get_for_model(model) return self.filter(content_type=content_type)	[ "def", "get_by_model", "(", "self", ",", "model", ")", ":", "content_type", "=", "ContentType", ".", "objects", ".", "get_for_model", "(", "model", ")", "return", "self", ".", "filter", "(", "content_type", "=", "content_type", ")" ]	49	0.01005
def ftr_string_to_instance(config_string): """ Return a :class:`SiteConfig` built from a ``config_string``. Simple syntax errors are just plainly ignored, and logged as warnings. :param config_string: a full site config file, raw-loaded from storage with something like ``config_string = op...	[ "def", "ftr_string_to_instance", "(", "config_string", ")", ":", "config", "=", "SiteConfig", "(", ")", "for", "line_number", ",", "line_content", "in", "enumerate", "(", "config_string", ".", "strip", "(", ")", ".", "split", "(", "u'\\n'", ")", ",", "start"...	32.817308	0.000569
def load(self): """ Loads the children for this item. """ if self._loaded: return self.setChildIndicatorPolicy(self.DontShowIndicatorWhenChildless) self._loaded = True column = self.schemaColumn() if not column.isRe...	[ "def", "load", "(", "self", ")", ":", "if", "self", ".", "_loaded", ":", "return", "self", ".", "setChildIndicatorPolicy", "(", "self", ".", "DontShowIndicatorWhenChildless", ")", "self", ".", "_loaded", "=", "True", "column", "=", "self", ".", "schemaColumn...	27.909091	0.009449
def unpackSeptets(septets, numberOfSeptets=None, prevOctet=None, shift=7): """ Unpacks the specified septets into octets :param septets: Iterator or iterable containing the septets packed into octets :type septets: iter(bytearray), bytearray or str :param numberOfSeptets: The amount of septets to ...	[ "def", "unpackSeptets", "(", "septets", ",", "numberOfSeptets", "=", "None", ",", "prevOctet", "=", "None", ",", "shift", "=", "7", ")", ":", "result", "=", "bytearray", "(", ")", "if", "type", "(", "septets", ")", "==", "str", ":", "septets", "=", "...	34.108696	0.012392
def qurl(parser, token): """ Append, remove or replace query string parameters (preserve order) {% qurl url [param]* [as <var_name>] %} {% qurl 'reverse_name' [reverse_params] \| [param]* [as <var_name>] %} param: name=value: replace all values of name by one value ...	[ "def", "qurl", "(", "parser", ",", "token", ")", ":", "bits", "=", "token", ".", "split_contents", "(", ")", "if", "len", "(", "bits", ")", "<", "2", ":", "raise", "TemplateSyntaxError", "(", "'\"{0}\" takes at least one argument (url)'", ".", "format", "(",...	31.857143	0.000544
def _stringify_path(path_or_buffer): '''Convert path like object to string Args: path_or_buffer: object to be converted Returns: string_path_or_buffer: maybe string version of path_or_buffer ''' try: import pathlib _PATHLIB_INSTALLED = True except ImportError: ...	[ "def", "_stringify_path", "(", "path_or_buffer", ")", ":", "try", ":", "import", "pathlib", "_PATHLIB_INSTALLED", "=", "True", "except", "ImportError", ":", "_PATHLIB_INSTALLED", "=", "False", "if", "hasattr", "(", "path_or_buffer", ",", "'__fspath__'", ")", ":", ...	24.478261	0.001709
def calculate_file_distances(dicom_files, field_weights=None, dist_method_cls=None, **kwargs): """ Calculates the DicomFileDistance between all files in dicom_files, using an weighted Levenshtein measure between all field names in field_weights and their corresponding weight...	[ "def", "calculate_file_distances", "(", "dicom_files", ",", "field_weights", "=", "None", ",", "dist_method_cls", "=", "None", ",", "", "", "kwargs", ")", ":", "if", "dist_method_cls", "is", "None", ":", "dist_method", "=", "LevenshteinDicomFileDistance", "(", ...	35.983051	0.001376
def generate_mtime_map(opts, path_map): ''' Generate a dict of filename -> mtime ''' file_map = {} for saltenv, path_list in six.iteritems(path_map): for path in path_list: for directory, _, filenames in salt.utils.path.os_walk(path): for item in filenames: ...	[ "def", "generate_mtime_map", "(", "opts", ",", "path_map", ")", ":", "file_map", "=", "{", "}", "for", "saltenv", ",", "path_list", "in", "six", ".", "iteritems", "(", "path_map", ")", ":", "for", "path", "in", "path_list", ":", "for", "directory", ",", ...	41.333333	0.000985
def merge_default_adapters(): """Merges the default adapters file in the trimmomatic adapters directory Returns ------- str Path with the merged adapters file. """ default_adapters = [os.path.join(ADAPTERS_PATH, x) for x in os.listdir(ADAPTERS_PATH)] filepat...	[ "def", "merge_default_adapters", "(", ")", ":", "default_adapters", "=", "[", "os", ".", "path", ".", "join", "(", "ADAPTERS_PATH", ",", "x", ")", "for", "x", "in", "os", ".", "listdir", "(", "ADAPTERS_PATH", ")", "]", "filepath", "=", "os", ".", "path...	28.894737	0.001764
def _det_stat_freq(det_freq, data_freq_sq, data_freq, w, Nc, ulen, mplen): """ Compute detection statistic in the frequency domain :type det_freq: numpy.ndarray :param det_freq: detector in freq domain :type data_freq_sq: numpy.ndarray :param data_freq_sq: squared data in freq domain :type ...	[ "def", "_det_stat_freq", "(", "det_freq", ",", "data_freq_sq", ",", "data_freq", ",", "w", ",", "Nc", ",", "ulen", ",", "mplen", ")", ":", "num_cor", "=", "np", ".", "multiply", "(", "det_freq", ",", "data_freq", ")", "# Numerator convolution", "den_cor", ...	38.322581	0.000821
def get_optics(self): """Return optics information.""" optics_table = junos_views.junos_intf_optics_table(self.device) optics_table.get() optics_items = optics_table.items() # optics_items has no lane information, so we need to re-format data # inserting lane 0 for all o...	[ "def", "get_optics", "(", "self", ")", ":", "optics_table", "=", "junos_views", ".", "junos_intf_optics_table", "(", "self", ".", "device", ")", "optics_table", ".", "get", "(", ")", "optics_items", "=", "optics_table", ".", "items", "(", ")", "# optics_items ...	41.97	0.002095
def data_item_live(self, data_item): """ Return a context manager to put the data item in a 'live state'. """ class LiveContextManager: def __init__(self, manager, object): self.__manager = manager self.__object = object def __enter__(self): ...	[ "def", "data_item_live", "(", "self", ",", "data_item", ")", ":", "class", "LiveContextManager", ":", "def", "__init__", "(", "self", ",", "manager", ",", "object", ")", ":", "self", ".", "__manager", "=", "manager", "self", ".", "__object", "=", "object",...	47.416667	0.008621
def numpy_binning(data, bins=10, range=None, args, *kwargs) -> NumpyBinning: """Construct binning schema compatible with numpy.histogram Parameters ---------- data: array_like, optional This is optional if both bins and range are set bins: int or array_like range: Optional[tuple] ...	[ "def", "numpy_binning", "(", "data", ",", "bins", "=", "10", ",", "range", "=", "None", ",", "", "args", ",", "", "*", "kwargs", ")", "->", "NumpyBinning", ":", "if", "isinstance", "(", "bins", ",", "int", ")", ":", "if", "range", ":", "bins", ...	28.133333	0.001145
def calculate_job_input_hash(job_spec, workflow_json): """Calculate md5 hash of job specification and workflow json.""" if 'workflow_workspace' in job_spec: del job_spec['workflow_workspace'] job_md5_buffer = md5() job_md5_buffer.update(json.dumps(job_spec).encode('utf-8')) job_md5_buffer.up...	[ "def", "calculate_job_input_hash", "(", "job_spec", ",", "workflow_json", ")", ":", "if", "'workflow_workspace'", "in", "job_spec", ":", "del", "job_spec", "[", "'workflow_workspace'", "]", "job_md5_buffer", "=", "md5", "(", ")", "job_md5_buffer", ".", "update", "...	49.75	0.002469
def _substitute(self, str): """ Substitute words in the string, according to the specified reflections, e.g. "I'm" -> "you are" :type str: str :param str: The string to be mapped :rtype: str """ if not self.attr.get("substitute",True):return str r...	[ "def", "_substitute", "(", "self", ",", "str", ")", ":", "if", "not", "self", ".", "attr", ".", "get", "(", "\"substitute\"", ",", "True", ")", ":", "return", "str", "return", "self", ".", "_regex", ".", "sub", "(", "lambda", "mo", ":", "self", "."...	33.846154	0.015487
def _get_axes(dim, subplots_kwargs=dict()): """ Parameters ---------- dim : int Dimensionality of the orbit. subplots_kwargs : dict (optional) Dictionary of kwargs passed to :func:`~matplotlib.pyplot.subplots`. """ import matplotlib.pyplot as plt if dim > 1: n_p...	[ "def", "_get_axes", "(", "dim", ",", "subplots_kwargs", "=", "dict", "(", ")", ")", ":", "import", "matplotlib", ".", "pyplot", "as", "plt", "if", "dim", ">", "1", ":", "n_panels", "=", "int", "(", "dim", "*", "(", "dim", "-", "1", ")", "/", "2",...	23.111111	0.001538
def sort_dict(dict_, part='keys', key=None, reverse=False): """ sorts a dictionary by its values or its keys Args: dict_ (dict_): a dictionary part (str): specifies to sort by keys or values key (Optional[func]): a function that takes specified part and returns a sortab...	[ "def", "sort_dict", "(", "dict_", ",", "part", "=", "'keys'", ",", "key", "=", "None", ",", "reverse", "=", "False", ")", ":", "if", "part", "==", "'keys'", ":", "index", "=", "0", "elif", "part", "in", "{", "'vals'", ",", "'values'", "}", ":", "...	30.938776	0.000639
def as4_capability(self, **kwargs): """Set Spanning Tree state. Args: enabled (bool): Is AS4 Capability enabled? (True, False) callback (function): A function executed upon completion of the method. The only parameter passed to `callback` will be the ...	[ "def", "as4_capability", "(", "self", ",", "", "", "kwargs", ")", ":", "enabled", "=", "kwargs", ".", "pop", "(", "'enabled'", ",", "True", ")", "callback", "=", "kwargs", ".", "pop", "(", "'callback'", ",", "self", ".", "_callback", ")", "if", "no...	38.288462	0.000979
def reformat_pattern(pattern, compile=False): ''' Apply the filters on user pattern to generate a new regular expression pattern. A user provided variable, should start with an alphabet, can be alphanumeric and can have _. ''' # User pattern: (w:<name>) --> Changes to (?P<name>\w) rex_p...	[ "def", "reformat_pattern", "(", "pattern", ",", "compile", "=", "False", ")", ":", "# User pattern: (w:<name>) --> Changes to (?P<name>\\w)", "rex_pattern", "=", "re", ".", "sub", "(", "r'\\(w:<([\\w\\d_]+)>\\)'", ",", "'(?P<\\\\1>\\w+)'", ",", "pattern", ")", "# User ...	33.151079	0.02402
def apply_filter(self, args, *kwargs): """Overridden `apply_filter` to perform tasks for hierarchy child""" if self.filter is not None: # make sure self.filter knows about root manual indices self.filter.retrieve_manual_indices() # Copy event data from hierarchy parent...	[ "def", "apply_filter", "(", "self", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "if", "self", ".", "filter", "is", "not", "None", ":", "# make sure self.filter knows about root manual indices", "self", ".", "filter", ".", "retrieve_manual_indices", "(",...	41.533333	0.001569
def observers(self): """the players who are actually observers""" ret = [] for player in self.players: try: if player.observer: ret.append(player) except: pass # ignore PlayerRecords which don't have an observer attribute return ret	[ "def", "observers", "(", "self", ")", ":", "ret", "=", "[", "]", "for", "player", "in", "self", ".", "players", ":", "try", ":", "if", "player", ".", "observer", ":", "ret", ".", "append", "(", "player", ")", "except", ":", "pass", "# ignore PlayerRe...	37.125	0.023026
def transform(self, X): r"""Maps the input data through the transformer to correspondingly shaped output data array/list. Parameters ---------- X : ndarray(T, n) or list of ndarray(T_i, n) The input data, where T is the number of time steps and n is the n...	[ "def", "transform", "(", "self", ",", "X", ")", ":", "if", "isinstance", "(", "X", ",", "np", ".", "ndarray", ")", ":", "if", "X", ".", "ndim", "==", "2", ":", "mapped", "=", "self", ".", "_transform_array", "(", "X", ")", "return", "mapped", "el...	42.5	0.001816
def authentications_spec(self): """Spec for a group of authentication options""" return container_spec(authentication_objs.Authentication , dictof(string_spec(), set_options( reading = optional_spec(authentication_spec()) , writing = optional_spec(authenti...	[ "def", "authentications_spec", "(", "self", ")", ":", "return", "container_spec", "(", "authentication_objs", ".", "Authentication", ",", "dictof", "(", "string_spec", "(", ")", ",", "set_options", "(", "reading", "=", "optional_spec", "(", "authentication_spec", ...	41.555556	0.026178
def options(self): """Get the options set on this collection. Returns a dictionary of options and their values - see :meth:`~pymongo.database.Database.create_collection` for more information on the possible options. Returns an empty dictionary if the collection has not been crea...	[ "def", "options", "(", "self", ")", ":", "with", "self", ".", "_socket_for_primary_reads", "(", ")", "as", "(", "sock_info", ",", "slave_ok", ")", ":", "if", "sock_info", ".", "max_wire_version", ">", "2", ":", "criteria", "=", "{", "\"name\"", ":", "sel...	34.033333	0.001905
def socket(self): ''' Lazily create the socket. ''' if not hasattr(self, '_socket'): # create a new one self._socket = self.context.socket(zmq.REQ) if hasattr(zmq, 'RECONNECT_IVL_MAX'): self._socket.setsockopt( zmq.R...	[ "def", "socket", "(", "self", ")", ":", "if", "not", "hasattr", "(", "self", ",", "'_socket'", ")", ":", "# create a new one", "self", ".", "_socket", "=", "self", ".", "context", ".", "socket", "(", "zmq", ".", "REQ", ")", "if", "hasattr", "(", "zmq...	37.708333	0.002155
def sh(args, kwargs): """ runs the given cmd as shell command """ if isinstance(args, str): args = args.split() if not args: return click.echo('$ {0}'.format(' '.join(args))) try: return subprocess.check_call(args, kwargs) except subprocess.CalledProcessError ...	[ "def", "sh", "(", "args", ",", "", "", "kwargs", ")", ":", "if", "isinstance", "(", "args", ",", "str", ")", ":", "args", "=", "args", ".", "split", "(", ")", "if", "not", "args", ":", "return", "click", ".", "echo", "(", "'$ {0}'", ".", "for...	29.466667	0.002193
def send(self, data): """ Send `data` to the remote end. """ _vv and IOLOG.debug('%r.send(%r..)', self, repr(data)[:100]) self.context.send(Message.pickled(data, handle=self.dst_handle))	[ "def", "send", "(", "self", ",", "data", ")", ":", "_vv", "and", "IOLOG", ".", "debug", "(", "'%r.send(%r..)'", ",", "self", ",", "repr", "(", "data", ")", "[", ":", "100", "]", ")", "self", ".", "context", ".", "send", "(", "Message", ".", "pick...	36.833333	0.00885
def previousExon(self) : """Returns the previous exon of the transcript, or None if there is none""" if self.number == 0 : return None try : return self.transcript.exons[self.number-1] except IndexError : return None	[ "def", "previousExon", "(", "self", ")", ":", "if", "self", ".", "number", "==", "0", ":", "return", "None", "try", ":", "return", "self", ".", "transcript", ".", "exons", "[", "self", ".", "number", "-", "1", "]", "except", "IndexError", ":", "retur...	23	0.07113
def derivative(fun, z0, n=1, **kwds): """ Calculate n-th derivative of complex analytic function using FFT Parameters ---------- fun : callable function to differentiate z0 : real or complex scalar at which to evaluate the derivatives n : scalar integer, default 1 Number of ...	[ "def", "derivative", "(", "fun", ",", "z0", ",", "n", "=", "1", ",", "", "", "kwds", ")", ":", "result", "=", "taylor", "(", "fun", ",", "z0", ",", "n", "=", "n", ",", "", "", "kwds", ")", "# convert taylor series --> actual derivatives.", "m", ...	41.979381	0.00024
def get_resource(self, service_name, resource_name, base_class=None): """ Returns a ``Resource`` class for a given service. :param service_name: A string that specifies the name of the desired service. Ex. ``sqs``, ``sns``, ``dynamodb``, etc. :type service_name: string ...	[ "def", "get_resource", "(", "self", ",", "service_name", ",", "resource_name", ",", "base_class", "=", "None", ")", ":", "try", ":", "return", "self", ".", "cache", ".", "get_resource", "(", "service_name", ",", "resource_name", ",", "base_class", "=", "base...	35.142857	0.001582
def validate(cls, state): """Validate state value.""" return state in [cls.ACTIVE, cls.PENDING_ADMIN, cls.PENDING_USER]	[ "def", "validate", "(", "cls", ",", "state", ")", ":", "return", "state", "in", "[", "cls", ".", "ACTIVE", ",", "cls", ".", "PENDING_ADMIN", ",", "cls", ".", "PENDING_USER", "]" ]	44.333333	0.014815
def SURFstar_compute_scores(inst, attr, nan_entries, num_attributes, mcmap, NN_near, NN_far, headers, class_type, X, y, labels_std, data_type): """ Unique scoring procedure for SURFstar algorithm. Scoring based on nearest neighbors within defined radius, as well as 'anti-scoring' of far instances outside of r...	[ "def", "SURFstar_compute_scores", "(", "inst", ",", "attr", ",", "nan_entries", ",", "num_attributes", ",", "mcmap", ",", "NN_near", ",", "NN_far", ",", "headers", ",", "class_type", ",", "X", ",", "y", ",", "labels_std", ",", "data_type", ")", ":", "score...	81.461538	0.008403
def emit(self, op_code, args): ''' Adds op_code with specified args to tape ''' self.tape.append(OP_CODES[op_code](args))	[ "def", "emit", "(", "self", ",", "op_code", ",", "", "args", ")", ":", "self", ".", "tape", ".", "append", "(", "OP_CODES", "[", "op_code", "]", "(", "", "args", ")", ")" ]	45.666667	0.014388
def _get_keys(self, read, input_records): """ Generator that yields `KeyPress` objects from the input records. """ for i in range(read.value): ir = input_records[i] # Get the right EventType from the EVENT_RECORD. # (For some reason the Windows consol...	[ "def", "_get_keys", "(", "self", ",", "read", ",", "input_records", ")", ":", "for", "i", "in", "range", "(", "read", ".", "value", ")", ":", "ir", "=", "input_records", "[", "i", "]", "# Get the right EventType from the EVENT_RECORD.", "# (For some reason the W...	43.086957	0.001974
def check_bewit(url, credential_lookup, now=None): """ Validates the given bewit. Returns True if the resource has a valid bewit parameter attached, or raises a subclass of HawkFail otherwise. :param credential_lookup: Callable to look up the credentials dict by sender ID. The cred...	[ "def", "check_bewit", "(", "url", ",", "credential_lookup", ",", "now", "=", "None", ")", ":", "raw_bewit", ",", "stripped_url", "=", "strip_bewit", "(", "url", ")", "bewit", "=", "parse_bewit", "(", "raw_bewit", ")", "try", ":", "credentials", "=", "crede...	36.839286	0.000944
def with_unit(number, unit=None): """ Return number with unit args: number (mixed): Number unit (str): Unit returns: str """ if isinstance(number, tuple): number, unit = number if number == 0: return '0' if unit: number = str(number) if...	[ "def", "with_unit", "(", "number", ",", "unit", "=", "None", ")", ":", "if", "isinstance", "(", "number", ",", "tuple", ")", ":", "number", ",", "unit", "=", "number", "if", "number", "==", "0", ":", "return", "'0'", "if", "unit", ":", "number", "=...	26.166667	0.002049
def split(pred, iterable, *, trailing=True): """Split the iterable. Arguments ---------- pred : function A function that accepts an element retrieved from the iterable and returns a boolean indicating if it is the element on which to split iterable :...	[ "def", "split", "(", "pred", ",", "iterable", ",", "*", ",", "trailing", "=", "True", ")", ":", "result", "=", "[", "]", "result_append", "=", "result", ".", "append", "if", "trailing", ":", "for", "elem", "in", "iterable", ":", "result_append", "(", ...	32.266667	0.000668
def add_location_reminder(self, service, name, lat, long, trigger, radius): """Add a reminder to the task which activates on at a given location. .. warning:: Requires Todoist premium. :param service: ```email```, ```sms``` or ```push``` for mobile. :type service: str :param na...	[ "def", "add_location_reminder", "(", "self", ",", "service", ",", "name", ",", "lat", ",", "long", ",", "trigger", ",", "radius", ")", ":", "args", "=", "{", "'item_id'", ":", "self", ".", "id", ",", "'service'", ":", "service", ",", "'type'", ":", "...	38.189189	0.00138
def QueryService(svc_name): """Query service and get its config.""" hscm = win32service.OpenSCManager(None, None, win32service.SC_MANAGER_ALL_ACCESS) result = None try: hs = win32serviceutil.SmartOpenService(hscm, svc_name, win32...	[ "def", "QueryService", "(", "svc_name", ")", ":", "hscm", "=", "win32service", ".", "OpenSCManager", "(", "None", ",", "None", ",", "win32service", ".", "SC_MANAGER_ALL_ACCESS", ")", "result", "=", "None", "try", ":", "hs", "=", "win32serviceutil", ".", "Sma...	35.214286	0.013834
def from_records(cls, records): """Create a table from a sequence of records (dicts with fixed keys).""" if not records: return cls() labels = sorted(list(records[0].keys())) columns = [[rec[label] for rec in records] for label in labels] return cls().with_columns(zip...	[ "def", "from_records", "(", "cls", ",", "records", ")", ":", "if", "not", "records", ":", "return", "cls", "(", ")", "labels", "=", "sorted", "(", "list", "(", "records", "[", "0", "]", ".", "keys", "(", ")", ")", ")", "columns", "=", "[", "[", ...	47.428571	0.008876
def get(self, key): """Gets a value by a key. Args: key (str): Key to retrieve the value. Returns: Retrieved value. """ self._create_file_if_none_exists() with open(self.filename, 'rb') as file_object: cache_pickle = pickle.load(file_object) val = cache_pickle.get(key, None) ...	[ "def", "get", "(", "self", ",", "key", ")", ":", "self", ".", "_create_file_if_none_exists", "(", ")", "with", "open", "(", "self", ".", "filename", ",", "'rb'", ")", "as", "file_object", ":", "cache_pickle", "=", "pickle", ".", "load", "(", "file_object...	24.923077	0.011905
def get(self): """ :return: response stats dict """ stats = {} if self.start_date is not None: stats["start_date"] = self.start_date if self.end_date is not None: stats["end_date"] = self.end_date if self.aggregated_by is not None: ...	[ "def", "get", "(", "self", ")", ":", "stats", "=", "{", "}", "if", "self", ".", "start_date", "is", "not", "None", ":", "stats", "[", "\"start_date\"", "]", "=", "self", ".", "start_date", "if", "self", ".", "end_date", "is", "not", "None", ":", "s...	38.695652	0.002193
def atomic(self, func): """A decorator that wraps a function in an atomic block. Example:: db = CustomSQLAlchemy() @db.atomic def f(): write_to_db('a message') return 'OK' assert f() == 'OK' This code defines the function `...	[ "def", "atomic", "(", "self", ",", "func", ")", ":", "@", "wraps", "(", "func", ")", "def", "wrapper", "(", "", "args", ",", "", "*", "kwargs", ")", ":", "session", "=", "self", ".", "session", "session_info", "=", "session", ".", "info", "if", ...	33.052632	0.001031
def subscribe(self, destination, id, ack='auto', headers=None, **keyword_headers): """ :param str destination: :param str id: :param str ack: :param dict headers: :param keyword_headers: """ self.transport.subscriptions[id] = destination	[ "def", "subscribe", "(", "self", ",", "destination", ",", "id", ",", "ack", "=", "'auto'", ",", "headers", "=", "None", ",", "", "", "keyword_headers", ")", ":", "self", ".", "transport", ".", "subscriptions", "[", "id", "]", "=", "destination" ]	32.555556	0.009967
def validate(opts): """ Client-facing validate method. Checks to see if the passed in opts argument is either a list or a namespace containing the attribute 'extensions' and runs validations on it accordingly. If opts is neither of those things, this will raise a ValueError :param opts: either ...	[ "def", "validate", "(", "opts", ")", ":", "if", "hasattr", "(", "opts", ",", "'extensions'", ")", ":", "return", "_validate", "(", "opts", ".", "extensions", ")", "elif", "isinstance", "(", "opts", ",", "list", ")", ":", "return", "_validate", "(", "op...	44.227273	0.001006
def dnet(dd, dm, zhm, xmm, xm): ''' /* TURBOPAUSE CORRECTION FOR MSIS MODELS * Root mean density * DD - diffusive density * DM - full mixed density * ZHM - transition scale length * XMM - full mixed molecular weight * XM - species molecular weight * ...	[ "def", "dnet", "(", "dd", ",", "dm", ",", "zhm", ",", "xmm", ",", "xm", ")", ":", "a", "=", "zhm", "/", "(", "xmm", "-", "xm", ")", "if", "(", "not", "(", "(", "dm", ">", "0", ")", "and", "(", "dd", ">", "0", ")", ")", ")", ":", "# pr...	25.5	0.018893
def _get_sub_prop(self, key, default=None): """Get a value in the ``self._properties[self._job_type]`` dictionary. Most job properties are inside the dictionary related to the job type (e.g. 'copy', 'extract', 'load', 'query'). Use this method to access those properties:: s...	[ "def", "_get_sub_prop", "(", "self", ",", "key", ",", "default", "=", "None", ")", ":", "return", "_helpers", ".", "_get_sub_prop", "(", "self", ".", "_properties", ",", "[", "self", ".", "_job_type", ",", "key", "]", ",", "default", "=", "default", ")...	36.5	0.001907
def cmd_fw_list(self, args): '''cmd handler for list''' stuff = self.filtered_rows_from_args(args) if stuff is None: return (filtered, remainder) = stuff print("") print(" seq platform frame major.minor.patch releasetype latest git-sha format") for ...	[ "def", "cmd_fw_list", "(", "self", ",", "args", ")", ":", "stuff", "=", "self", ".", "filtered_rows_from_args", "(", "args", ")", "if", "stuff", "is", "None", ":", "return", "(", "filtered", ",", "remainder", ")", "=", "stuff", "print", "(", "\"\"", ")...	46	0.008529
def inventory(self): """ Create an inventory structure and returns a dict. .. code-block:: yaml ungrouped: vars: foo: bar hosts: instance-1: instance-2: children: $child_group_n...	[ "def", "inventory", "(", "self", ")", ":", "dd", "=", "self", ".", "_vivify", "(", ")", "for", "platform", "in", "self", ".", "_config", ".", "platforms", ".", "instances", ":", "for", "group", "in", "platform", ".", "get", "(", "'groups'", ",", "[",...	38.466667	0.000845
def concat(objs, dim=None, data_vars='all', coords='different', compat='equals', positions=None, indexers=None, mode=None, concat_over=None): """Concatenate xarray objects along a new or existing dimension. Parameters ---------- objs : sequence of Dataset and DataArray objects ...	[ "def", "concat", "(", "objs", ",", "dim", "=", "None", ",", "data_vars", "=", "'all'", ",", "coords", "=", "'different'", ",", "compat", "=", "'equals'", ",", "positions", "=", "None", ",", "indexers", "=", "None", ",", "mode", "=", "None", ",", "con...	48.349057	0.000191
def render(self, parsed, page=False, minify=False): """Render complete markup. parsed (list): Dependency parses to render. page (bool): Render parses wrapped as full HTML page. minify (bool): Minify HTML markup. RETURNS (unicode): Rendered SVG or HTML markup. """ ...	[ "def", "render", "(", "self", ",", "parsed", ",", "page", "=", "False", ",", "minify", "=", "False", ")", ":", "# Create a random ID prefix to make sure parses don't receive the", "# same ID, even if they're identical", "id_prefix", "=", "uuid", ".", "uuid4", "(", ")"...	40.5	0.002412
def get_members(self, show=True, proxy=None, timeout=0): """ GET Mediawiki:API (action=query) category members https://www.mediawiki.org/wiki/API:Categorymembers Required {params}: title OR pageid - title: <str> article title - pageid: <int> Wikipedia database ID ...	[ "def", "get_members", "(", "self", ",", "show", "=", "True", ",", "proxy", "=", "None", ",", "timeout", "=", "0", ")", ":", "title", "=", "self", ".", "params", ".", "get", "(", "'title'", ")", "pageid", "=", "self", ".", "params", ".", "get", "(...	32	0.002092
def native(self, value, context=None): """Convert a value from a foriegn type (i.e. web-safe) to Python-native.""" if self.strip and hasattr(value, 'strip'): value = value.strip() if self.none and value == '': return None if self.encoding and isinstance(value, bytes): return value.decode(self....	[ "def", "native", "(", "self", ",", "value", ",", "context", "=", "None", ")", ":", "if", "self", ".", "strip", "and", "hasattr", "(", "value", ",", "'strip'", ")", ":", "value", "=", "value", ".", "strip", "(", ")", "if", "self", ".", "none", "an...	25.769231	0.051873
def create_stream(self, stream_id, sandbox=None): """ Must be overridden by deriving classes, must create the stream according to the tool and return its unique identifier stream_id """ if stream_id in self.streams: raise StreamAlreadyExistsError("Stream with id '{}' ...	[ "def", "create_stream", "(", "self", ",", "stream_id", ",", "sandbox", "=", "None", ")", ":", "if", "stream_id", "in", "self", ".", "streams", ":", "raise", "StreamAlreadyExistsError", "(", "\"Stream with id '{}' already exists\"", ".", "format", "(", "stream_id",...	42.25	0.008683
def groupmember_get(self, manager_id, session): '''taobao.wangwang.eservice.groupmember.get 获取组成员列表用某个组管理员账号查询，返回该组组名、和该组所有组成员ID（E客服的分流设置）。用旺旺主帐号查询，返回所有组的组名和该组所有组成员ID。返回的组成员ID可以是多个，用 "," 隔开。被查者ID只能传入一个。组成员中排名最靠前的ID是组管理员ID''' request = TOPRequest('taobao.wangwang.eservice.groupmembe...	[ "def", "groupmember_get", "(", "self", ",", "manager_id", ",", "session", ")", ":", "request", "=", "TOPRequest", "(", "'taobao.wangwang.eservice.groupmember.get'", ")", "request", "[", "'manager_id'", "]", "=", "manager_id", "self", ".", "create", "(", "self", ...	56.625	0.008696
def get_uuid_string(low=None, high=None, **x): """This method parses a UUID protobuf message type from its component 'high' and 'low' longs into a standard formatted UUID string Args: x (dict): containing keys, 'low' and 'high' corresponding to the UUID protobuf message type Return...	[ "def", "get_uuid_string", "(", "low", "=", "None", ",", "high", "=", "None", ",", "", "", "x", ")", ":", "if", "low", "is", "None", "or", "high", "is", "None", ":", "return", "None", "x", "=", "''", ".", "join", "(", "[", "parse_part", "(", "...	35.2	0.001845
def from_secret_type(secret_type, settings): """ Note: Only called from audit.py :type secret_type: str :param secret_type: unique identifier for plugin type :type settings: list :param settings: output of "plugins_used" in baseline. e.g. >>> [ ... { ... 'na...	[ "def", "from_secret_type", "(", "secret_type", ",", "settings", ")", ":", "mapping", "=", "_get_mapping_from_secret_type_to_class_name", "(", ")", "try", ":", "classname", "=", "mapping", "[", "secret_type", "]", "except", "KeyError", ":", "return", "None", "for",...	26.709677	0.001166
def configuration(parent_package='', top_path=None): """Configure all packages that need to be built.""" config = Configuration('', parent_package, top_path) F95FLAGS = get_compiler_flags() kwargs = { 'libraries': [], 'include_dirs': [], 'library_dirs': [], } kwargs['ex...	[ "def", "configuration", "(", "parent_package", "=", "''", ",", "top_path", "=", "None", ")", ":", "config", "=", "Configuration", "(", "''", ",", "parent_package", ",", "top_path", ")", "F95FLAGS", "=", "get_compiler_flags", "(", ")", "kwargs", "=", "{", "...	33.90625	0.000448
def set_list_predicates(self): """ Reads through the rml mappings and determines all fields that should map to a list/array with a json output """ results = self.rml.query(""" SELECT DISTINCT ?subj_class ?list_field { ?bn rr:dat...	[ "def", "set_list_predicates", "(", "self", ")", ":", "results", "=", "self", ".", "rml", ".", "query", "(", "\"\"\"\n SELECT DISTINCT ?subj_class ?list_field\n {\n ?bn rr:datatype rdf:List .\n ?bn rr:predicate ?list_fiel...	37.565217	0.002257
def get_namelist(): """Generate namelist. Either through set CONF.zvm.namelist, or by generate based on smt userid. """ if CONF.zvm.namelist is not None: # namelist length limit should be 64, but there's bug limit to 8 # will change the limit to 8 once the bug fixed if len(CONF....	[ "def", "get_namelist", "(", ")", ":", "if", "CONF", ".", "zvm", ".", "namelist", "is", "not", "None", ":", "# namelist length limit should be 64, but there's bug limit to 8", "# will change the limit to 8 once the bug fixed", "if", "len", "(", "CONF", ".", "zvm", ".", ...	35.466667	0.001832
def refresh(self): """ explicitely refresh user interface; useful when changing widgets dynamically """ logger.debug("refresh user interface") try: with self.refresh_lock: self.draw_screen() except AssertionError: logger.warning("ap...	[ "def", "refresh", "(", "self", ")", ":", "logger", ".", "debug", "(", "\"refresh user interface\"", ")", "try", ":", "with", "self", ".", "refresh_lock", ":", "self", ".", "draw_screen", "(", ")", "except", "AssertionError", ":", "logger", ".", "warning", ...	32.090909	0.008264
def cpmaximum(image, structure=np.ones((3,3),dtype=bool),offset=None): """Find the local maximum at each point in the image, using the given structuring element image - a 2-d array of doubles structure - a boolean structuring element indicating which local elements should be sampled ...	[ "def", "cpmaximum", "(", "image", ",", "structure", "=", "np", ".", "ones", "(", "(", "3", ",", "3", ")", ",", "dtype", "=", "bool", ")", ",", "offset", "=", "None", ")", ":", "center", "=", "np", ".", "array", "(", "structure", ".", "shape", "...	46.428571	0.00905
def union(self, iterables): """ Return a new SortedSet with elements from the set and all iterables. """ return self.__class__(chain(iter(self), iterables), key=self._key)	[ "def", "union", "(", "self", ",", "", "iterables", ")", ":", "return", "self", ".", "__class__", "(", "chain", "(", "iter", "(", "self", ")", ",", "", "iterables", ")", ",", "key", "=", "self", ".", "_key", ")" ]	40.6	0.009662
def vm_absent(name, archive=False): ''' Ensure vm is absent on the computenode name : string hostname of vm archive : boolean toggle archiving of vm on removal .. note:: State ID is used as hostname. Hostnames must be unique. ''' name = name.lower() ret = {'na...	[ "def", "vm_absent", "(", "name", ",", "archive", "=", "False", ")", ":", "name", "=", "name", ".", "lower", "(", ")", "ret", "=", "{", "'name'", ":", "name", ",", "'changes'", ":", "{", "}", ",", "'result'", ":", "None", ",", "'comment'", ":", "'...	27.697674	0.001622
def write(self, *messages): """Push a list of messages in the inputs of this graph's inputs, matching the output of special node "BEGIN" in our graph.""" for i in self.graph.outputs_of(BEGIN): for message in messages: self[i].write(message)	[ "def", "write", "(", "self", ",", "*", "messages", ")", ":", "for", "i", "in", "self", ".", "graph", ".", "outputs_of", "(", "BEGIN", ")", ":", "for", "message", "in", "messages", ":", "self", "[", "i", "]", ".", "write", "(", "message", ")" ]	41	0.010239
def _update_functions(self): """ Uses internal settings to update the functions. """ self.f = [] self.bg = [] self._fnames = [] self._bgnames = [] self._odr_models = [] # Like f, but different parameters, for use in ODR...	[ "def", "_update_functions", "(", "self", ")", ":", "self", ".", "f", "=", "[", "]", "self", ".", "bg", "=", "[", "]", "self", ".", "_fnames", "=", "[", "]", "self", ".", "_bgnames", "=", "[", "]", "self", ".", "_odr_models", "=", "[", "]", "# L...	38.90625	0.012534
def is_native_ion_gate(gate: ops.Gate) -> bool: """Check if a gate is a native ion gate. Args: gate: Input gate. Returns: True if the gate is native to the ion, false otherwise. """ return isinstance(gate, (ops.XXPowGate, ops.MeasurementGate, ...	[ "def", "is_native_ion_gate", "(", "gate", ":", "ops", ".", "Gate", ")", "->", "bool", ":", "return", "isinstance", "(", "gate", ",", "(", "ops", ".", "XXPowGate", ",", "ops", ".", "MeasurementGate", ",", "ops", ".", "XPowGate", ",", "ops", ".", "YPowGa...	30.428571	0.002278
def calculate(self, scene, xaxis, yaxis): """ Calculates the grid data before rendering. :param scene \| <XChartScene> xaxis \| <XChartAxis> yaxis \| <XChartAxis> """ # build the grid location s...	[ "def", "calculate", "(", "self", ",", "scene", ",", "xaxis", ",", "yaxis", ")", ":", "# build the grid location\r", "sceneRect", "=", "scene", ".", "sceneRect", "(", ")", "# process axis information\r", "h_lines", "=", "[", "]", "h_alt", "=", "[", "]", "h_la...	34.627119	0.011182
def _parse_pricing(url, name): ''' Download and parse an individual pricing file from AWS .. versionadded:: 2015.8.0 ''' price_js = http.query(url, text=True) items = [] current_item = '' price_js = re.sub(JS_COMMENT_RE, '', price_js['text']) price_js = price_js.strip().rstrip(');...	[ "def", "_parse_pricing", "(", "url", ",", "name", ")", ":", "price_js", "=", "http", ".", "query", "(", "url", ",", "text", "=", "True", ")", "items", "=", "[", "]", "current_item", "=", "''", "price_js", "=", "re", ".", "sub", "(", "JS_COMMENT_RE", ...	27.611111	0.001295
def calculate(self, T, method): r'''Method to calculate low-pressure liquid thermal conductivity at tempearture `T` with a given method. This method has no exception handling; see `T_dependent_property` for that. Parameters ---------- T : float Tempe...	[ "def", "calculate", "(", "self", ",", "T", ",", "method", ")", ":", "if", "method", "==", "SHEFFY_JOHNSON", ":", "kl", "=", "Sheffy_Johnson", "(", "T", ",", "self", ".", "MW", ",", "self", ".", "Tm", ")", "elif", "method", "==", "SATO_RIEDEL", ":", ...	37.333333	0.001243
def open(self, mode='rb'): """Open file. The caller is responsible for closing the file. """ fs, path = self._get_fs() return fs.open(path, mode=mode)	[ "def", "open", "(", "self", ",", "mode", "=", "'rb'", ")", ":", "fs", ",", "path", "=", "self", ".", "_get_fs", "(", ")", "return", "fs", ".", "open", "(", "path", ",", "mode", "=", "mode", ")" ]	26.428571	0.010471
def get_statistics(prefix=''): """ Get statistics for message codes that start with the prefix. prefix='' matches all errors and warnings prefix='E' matches all errors prefix='W' matches all warnings prefix='E4' matches all errors that have to do with imports """ stats = [] keys = o...	[ "def", "get_statistics", "(", "prefix", "=", "''", ")", ":", "stats", "=", "[", "]", "keys", "=", "options", ".", "messages", ".", "keys", "(", ")", "keys", ".", "sort", "(", ")", "for", "key", "in", "keys", ":", "if", "key", ".", "startswith", "...	31.352941	0.001821
def translate(self, term=None, phrase=None, strict=False, rating=None): """ Retrieve a single image that represents a transalation of a term or phrase into an animated gif. Punctuation is ignored. By default, this will perform a `term` translation. If you want to translate by phrase, ...	[ "def", "translate", "(", "self", ",", "term", "=", "None", ",", "phrase", "=", "None", ",", "strict", "=", "False", ",", "rating", "=", "None", ")", ":", "assert", "any", "(", "(", "term", ",", "phrase", ")", ")", ",", "'You must supply a term or phras...	40.34375	0.002269
def webhook_handler(*event_types): """ Decorator that registers a function as a webhook handler. Usage examples: >>> # Hook a single event >>> @webhook_handler("payment.sale.completed") >>> def on_payment_received(event): >>> payment = event.get_resource() >>> print("Received payment:", payment) >>>...	[ "def", "webhook_handler", "(", "*", "event_types", ")", ":", "# First expand all wildcards and verify the event types are valid", "event_types_to_register", "=", "set", "(", ")", "for", "event_type", "in", "event_types", ":", "# Always convert to lowercase", "event_type", "="...	30.361702	0.027834
def overlap(args): """ %prog overlap ctgfasta poolfasta Fish out the sequences in `poolfasta` that overlap with `ctgfasta`. Mix and combine using `minimus2`. """ p = OptionParser(overlap.__doc__) opts, args = p.parse_args(args) if len(args) != 2: sys.exit(not p.print_help()) ...	[ "def", "overlap", "(", "args", ")", ":", "p", "=", "OptionParser", "(", "overlap", ".", "__doc__", ")", "opts", ",", "args", "=", "p", ".", "parse_args", "(", "args", ")", "if", "len", "(", "args", ")", "!=", "2", ":", "sys", ".", "exit", "(", ...	32.793103	0.002297
def supported(self, tags=None): # type: (Optional[List[Pep425Tag]]) -> bool """Is this wheel supported on this system?""" if tags is None: # for mock tags = pep425tags.get_supported() return bool(set(tags).intersection(self.file_tags))	[ "def", "supported", "(", "self", ",", "tags", "=", "None", ")", ":", "# type: (Optional[List[Pep425Tag]]) -> bool", "if", "tags", "is", "None", ":", "# for mock", "tags", "=", "pep425tags", ".", "get_supported", "(", ")", "return", "bool", "(", "set", "(", "...	45.833333	0.010714
def initialize_users(self) -> None: """Load device user data and initialize user management.""" users = self.request('get', pwdgrp_url) self.users = Users(users, self.request)	[ "def", "initialize_users", "(", "self", ")", "->", "None", ":", "users", "=", "self", ".", "request", "(", "'get'", ",", "pwdgrp_url", ")", "self", ".", "users", "=", "Users", "(", "users", ",", "self", ".", "request", ")" ]	49	0.01005
def b1_noise_id(x, af, rate): """ B1 ratio for noise identification ratio of Standard Variace to AVAR """ (taus,devs,errs,ns) = at.adev(x,taus=[af*rate],data_type="phase", rate=rate) oadev_x = devs[0] y = np.diff(x) y_cut = np.array( y[:len(y)-(len(y)%af)] ) # cut to length ass...	[ "def", "b1_noise_id", "(", "x", ",", "af", ",", "rate", ")", ":", "(", "taus", ",", "devs", ",", "errs", ",", "ns", ")", "=", "at", ".", "adev", "(", "x", ",", "taus", "=", "[", "af", "*", "rate", "]", ",", "data_type", "=", "\"phase\"", ",",...	34.6	0.0394
def copy_value(self, orig_name, new_name): """Copy value""" self.shellwidget.copy_value(orig_name, new_name) self.shellwidget.refresh_namespacebrowser()	[ "def", "copy_value", "(", "self", ",", "orig_name", ",", "new_name", ")", ":", "self", ".", "shellwidget", ".", "copy_value", "(", "orig_name", ",", "new_name", ")", "self", ".", "shellwidget", ".", "refresh_namespacebrowser", "(", ")" ]	44	0.011173
def pull(options): """ pull all remote programs to a local directory """ configuration = config.get_default() app_url = configuration['app_url'] if options.deployment != None: deployment_name = options.deployment else: deployment_name = configuration['deployment_name'] ...	[ "def", "pull", "(", "options", ")", ":", "configuration", "=", "config", ".", "get_default", "(", ")", "app_url", "=", "configuration", "[", "'app_url'", "]", "if", "options", ".", "deployment", "!=", "None", ":", "deployment_name", "=", "options", ".", "d...	37.702703	0.001863

def build_input_pipeline(train_images, batch_size): """Build an iterator over training batches.""" training_dataset = tf.data.Dataset.from_tensor_slices(train_images) training_batches = training_dataset.shuffle( 50000, reshuffle_each_iteration=True).repeat().batch(batch_size) training_iterator = tf.compa...

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def chugid_and_umask(runas, umask, group=None): ''' Helper method for for subprocess.Popen to initialise uid/gid and umask for the new process. ''' set_runas = False set_grp = False current_user = getpass.getuser() if runas and runas != current_user: set_runas = True run...

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def overview(self, limit=None): """GETs overview of user's activities. Calls :meth:`narwal.Reddit.user_overview`. :param limit: max number of items to get """ return self._reddit.user_overview(self.name, limit=limit)

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def schedule(self, schedule_time, *messages): """Send one or more messages to be enqueued at a specific time. Returns a list of the sequence numbers of the enqueued messages. :param schedule_time: The date and time to enqueue the messages. :type schedule_time: ~datetime.datetime ...

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def decompose_dateint(dateint): """Decomposes the given dateint into its year, month and day components. Arguments --------- dateint : int An integer object decipting a specific calendaric day; e.g. 20161225. Returns ------- year : int The year component of the given datein...

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def normalize_getitem_args(args): '''Turns the arguments to __getitem__ magic methods into a uniform list of tuples and strings ''' if not isinstance(args, tuple): args = (args,) return_val = [] for arg in args: if isinstance(arg, six.string_types + (int, )): return_v...

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def resample_vinci( fref, fflo, faff, intrp = 0, fimout = '', fcomment = '', outpath = '', pickname = 'ref', vc = '', con = '', vincipy_path = '', atlas_resample = False, atlas_ref_make = False, atlas_ref_del...

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def random_adjspecies_pair(maxlen=None, prevent_stutter=True): """ Return an ordered 2-tuple containing a species and a describer. The letter-count of the pair is guarantee to not exceed `maxlen` if it is given. If `prevent_stutter` is True, the last letter of the first item of the pair will be diff...

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def get_profile(self, img_type, coordinate, num_points): ''' Extract a profile from (lat1,lon1) to (lat2,lon2) Args: img_type (str): Either lola or wac. coordinate (float,float,float,flaot): A tupple ``(lon0,lon1,lat0,lat1)`` with: - lon0: First ...

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def _get_forward_relationships(opts): """ Returns an `OrderedDict` of field names to `RelationInfo`. """ forward_relations = OrderedDict() for field in [field for field in opts.fields if field.serialize and field.rel]: forward_relations[field.name] = RelationInfo( model_field=fie...

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def _FormatSocketInet32Token(self, token_data): """Formats an Internet socket token as a dictionary of values. Args: token_data (bsm_token_data_sockinet32): AUT_SOCKINET32 token data. Returns: dict[str, str]: token values. """ protocol = bsmtoken.BSM_PROTOCOLS.get(token_data.socket_fam...

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def find_matching(root_path, relative_paths_to_search, file_pattern): """ Given an absolute `root_path`, a list of relative paths to that absolute root path (`relative_paths_to_search`), and a `file_pattern` like '*.sql', returns information about the files. For examp...

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def domains(self): """ Access the domains :returns: twilio.rest.api.v2010.account.sip.domain.DomainList :rtype: twilio.rest.api.v2010.account.sip.domain.DomainList """ if self._domains is None: self._domains = DomainList(self._version, account_sid=self._solut...

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def _extract_calibration(xroot): """Extract AHRS calibration information from XML root. Parameters ---------- xroot: XML root Returns ------- Aoff: numpy.array with shape(3,) Arot: numpy.array with shape(3,3) Hoff: numpy.array with shape(3,) Hrot: numpy.array with shape(3,3) ...

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def skos_transitive(rdf, narrower=True): """Perform transitive closure inference (S22, S24).""" for conc in rdf.subjects(RDF.type, SKOS.Concept): for bt in rdf.transitive_objects(conc, SKOS.broader): if bt == conc: continue rdf.add((conc, SKOS.broaderTransitive, b...

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def render(self): "Re-render Jupyter cell for batch of images." clear_output() self.write_csv() if self.empty() and self._skipped>0: return display(f'No images to show :). {self._skipped} pairs were ' f'skipped since at least one of the images was deleted ...

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def l_sa_check(template, literal, is_standalone): """Do a preliminary check to see if a tag could be a standalone""" # If there is a newline, or the previous tag was a standalone if literal.find('\n') != -1 or is_standalone: padding = literal.split('\n')[-1] # If all the characters since t...

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def _checkForOrphanedModels (self): """If there are any models that haven't been updated in a while, consider them dead, and mark them as hidden in our resultsDB. We also change the paramsHash and particleHash of orphaned models so that we can re-generate that particle and/or model again if we desire. ...

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def _delete_msg(self, conn, queue_url, receipt_handle): """ Delete the message specified by ``receipt_handle`` in the queue specified by ``queue_url``. :param conn: SQS API connection :type conn: :py:class:`botocore:SQS.Client` :param queue_url: queue URL to delete the m...

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def query_kb_mappings(kbid, sortby="to", key="", value="", match_type="s"): """Return a list of all mappings from the given kb, ordered by key. If key given, give only those with left side (mapFrom) = key. If value given, give only those with right side (mapTo) = value. :param kb...

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def get_by_model(self, model): """Gets all object by a specific model.""" content_type = ContentType.objects.get_for_model(model) return self.filter(content_type=content_type)

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def ftr_string_to_instance(config_string): """ Return a :class:`SiteConfig` built from a ``config_string``. Simple syntax errors are just plainly ignored, and logged as warnings. :param config_string: a full site config file, raw-loaded from storage with something like ``config_string = op...

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def load(self): """ Loads the children for this item. """ if self._loaded: return self.setChildIndicatorPolicy(self.DontShowIndicatorWhenChildless) self._loaded = True column = self.schemaColumn() if not column.isRe...

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def unpackSeptets(septets, numberOfSeptets=None, prevOctet=None, shift=7): """ Unpacks the specified septets into octets :param septets: Iterator or iterable containing the septets packed into octets :type septets: iter(bytearray), bytearray or str :param numberOfSeptets: The amount of septets to ...

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def qurl(parser, token): """ Append, remove or replace query string parameters (preserve order) {% qurl url [param]* [as <var_name>] %} {% qurl 'reverse_name' [reverse_params] | [param]* [as <var_name>] %} param: name=value: replace all values of name by one value ...

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def _stringify_path(path_or_buffer): '''Convert path like object to string Args: path_or_buffer: object to be converted Returns: string_path_or_buffer: maybe string version of path_or_buffer ''' try: import pathlib _PATHLIB_INSTALLED = True except ImportError: ...

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def calculate_file_distances(dicom_files, field_weights=None, dist_method_cls=None, **kwargs): """ Calculates the DicomFileDistance between all files in dicom_files, using an weighted Levenshtein measure between all field names in field_weights and their corresponding weight...

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def generate_mtime_map(opts, path_map): ''' Generate a dict of filename -> mtime ''' file_map = {} for saltenv, path_list in six.iteritems(path_map): for path in path_list: for directory, _, filenames in salt.utils.path.os_walk(path): for item in filenames: ...

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def merge_default_adapters(): """Merges the default adapters file in the trimmomatic adapters directory Returns ------- str Path with the merged adapters file. """ default_adapters = [os.path.join(ADAPTERS_PATH, x) for x in os.listdir(ADAPTERS_PATH)] filepat...

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def _det_stat_freq(det_freq, data_freq_sq, data_freq, w, Nc, ulen, mplen): """ Compute detection statistic in the frequency domain :type det_freq: numpy.ndarray :param det_freq: detector in freq domain :type data_freq_sq: numpy.ndarray :param data_freq_sq: squared data in freq domain :type ...

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def get_optics(self): """Return optics information.""" optics_table = junos_views.junos_intf_optics_table(self.device) optics_table.get() optics_items = optics_table.items() # optics_items has no lane information, so we need to re-format data # inserting lane 0 for all o...

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def data_item_live(self, data_item): """ Return a context manager to put the data item in a 'live state'. """ class LiveContextManager: def __init__(self, manager, object): self.__manager = manager self.__object = object def __enter__(self): ...

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def numpy_binning(data, bins=10, range=None, *args, **kwargs) -> NumpyBinning: """Construct binning schema compatible with numpy.histogram Parameters ---------- data: array_like, optional This is optional if both bins and range are set bins: int or array_like range: Optional[tuple] ...

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def calculate_job_input_hash(job_spec, workflow_json): """Calculate md5 hash of job specification and workflow json.""" if 'workflow_workspace' in job_spec: del job_spec['workflow_workspace'] job_md5_buffer = md5() job_md5_buffer.update(json.dumps(job_spec).encode('utf-8')) job_md5_buffer.up...

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def _substitute(self, str): """ Substitute words in the string, according to the specified reflections, e.g. "I'm" -> "you are" :type str: str :param str: The string to be mapped :rtype: str """ if not self.attr.get("substitute",True):return str r...

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def _get_axes(dim, subplots_kwargs=dict()): """ Parameters ---------- dim : int Dimensionality of the orbit. subplots_kwargs : dict (optional) Dictionary of kwargs passed to :func:`~matplotlib.pyplot.subplots`. """ import matplotlib.pyplot as plt if dim > 1: n_p...

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def sort_dict(dict_, part='keys', key=None, reverse=False): """ sorts a dictionary by its values or its keys Args: dict_ (dict_): a dictionary part (str): specifies to sort by keys or values key (Optional[func]): a function that takes specified part and returns a sortab...

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def as4_capability(self, **kwargs): """Set Spanning Tree state. Args: enabled (bool): Is AS4 Capability enabled? (True, False) callback (function): A function executed upon completion of the method. The only parameter passed to `callback` will be the ...

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def reformat_pattern(pattern, compile=False): ''' Apply the filters on user pattern to generate a new regular expression pattern. A user provided variable, should start with an alphabet, can be alphanumeric and can have _. ''' # User pattern: (w:<name>) --> Changes to (?P<name>\w) rex_p...

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def apply_filter(self, *args, **kwargs): """Overridden `apply_filter` to perform tasks for hierarchy child""" if self.filter is not None: # make sure self.filter knows about root manual indices self.filter.retrieve_manual_indices() # Copy event data from hierarchy parent...

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def observers(self): """the players who are actually observers""" ret = [] for player in self.players: try: if player.observer: ret.append(player) except: pass # ignore PlayerRecords which don't have an observer attribute return ret

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def transform(self, X): r"""Maps the input data through the transformer to correspondingly shaped output data array/list. Parameters ---------- X : ndarray(T, n) or list of ndarray(T_i, n) The input data, where T is the number of time steps and n is the n...

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def authentications_spec(self): """Spec for a group of authentication options""" return container_spec(authentication_objs.Authentication , dictof(string_spec(), set_options( reading = optional_spec(authentication_spec()) , writing = optional_spec(authenti...

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def options(self): """Get the options set on this collection. Returns a dictionary of options and their values - see :meth:`~pymongo.database.Database.create_collection` for more information on the possible options. Returns an empty dictionary if the collection has not been crea...

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def socket(self): ''' Lazily create the socket. ''' if not hasattr(self, '_socket'): # create a new one self._socket = self.context.socket(zmq.REQ) if hasattr(zmq, 'RECONNECT_IVL_MAX'): self._socket.setsockopt( zmq.R...

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def sh(args, **kwargs): """ runs the given cmd as shell command """ if isinstance(args, str): args = args.split() if not args: return click.echo('$ {0}'.format(' '.join(args))) try: return subprocess.check_call(args, **kwargs) except subprocess.CalledProcessError ...

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def send(self, data): """ Send `data` to the remote end. """ _vv and IOLOG.debug('%r.send(%r..)', self, repr(data)[:100]) self.context.send(Message.pickled(data, handle=self.dst_handle))

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def previousExon(self) : """Returns the previous exon of the transcript, or None if there is none""" if self.number == 0 : return None try : return self.transcript.exons[self.number-1] except IndexError : return None

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def derivative(fun, z0, n=1, **kwds): """ Calculate n-th derivative of complex analytic function using FFT Parameters ---------- fun : callable function to differentiate z0 : real or complex scalar at which to evaluate the derivatives n : scalar integer, default 1 Number of ...

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def get_resource(self, service_name, resource_name, base_class=None): """ Returns a ``Resource`` **class** for a given service. :param service_name: A string that specifies the name of the desired service. Ex. ``sqs``, ``sns``, ``dynamodb``, etc. :type service_name: string ...

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def validate(cls, state): """Validate state value.""" return state in [cls.ACTIVE, cls.PENDING_ADMIN, cls.PENDING_USER]

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def SURFstar_compute_scores(inst, attr, nan_entries, num_attributes, mcmap, NN_near, NN_far, headers, class_type, X, y, labels_std, data_type): """ Unique scoring procedure for SURFstar algorithm. Scoring based on nearest neighbors within defined radius, as well as 'anti-scoring' of far instances outside of r...

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def emit(self, op_code, *args): ''' Adds op_code with specified args to tape ''' self.tape.append(OP_CODES[op_code](*args))

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def _get_keys(self, read, input_records): """ Generator that yields `KeyPress` objects from the input records. """ for i in range(read.value): ir = input_records[i] # Get the right EventType from the EVENT_RECORD. # (For some reason the Windows consol...

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def check_bewit(url, credential_lookup, now=None): """ Validates the given bewit. Returns True if the resource has a valid bewit parameter attached, or raises a subclass of HawkFail otherwise. :param credential_lookup: Callable to look up the credentials dict by sender ID. The cred...

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def with_unit(number, unit=None): """ Return number with unit args: number (mixed): Number unit (str): Unit returns: str """ if isinstance(number, tuple): number, unit = number if number == 0: return '0' if unit: number = str(number) if...

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def split(pred, iterable, *, trailing=True): """Split the iterable. Arguments ---------- pred : function A function that accepts an element retrieved from the iterable and returns a boolean indicating if it is the element on which to split iterable :...

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def add_location_reminder(self, service, name, lat, long, trigger, radius): """Add a reminder to the task which activates on at a given location. .. warning:: Requires Todoist premium. :param service: ```email```, ```sms``` or ```push``` for mobile. :type service: str :param na...

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def QueryService(svc_name): """Query service and get its config.""" hscm = win32service.OpenSCManager(None, None, win32service.SC_MANAGER_ALL_ACCESS) result = None try: hs = win32serviceutil.SmartOpenService(hscm, svc_name, win32...

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def from_records(cls, records): """Create a table from a sequence of records (dicts with fixed keys).""" if not records: return cls() labels = sorted(list(records[0].keys())) columns = [[rec[label] for rec in records] for label in labels] return cls().with_columns(zip...

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def get(self, key): """Gets a value by a key. Args: key (str): Key to retrieve the value. Returns: Retrieved value. """ self._create_file_if_none_exists() with open(self.filename, 'rb') as file_object: cache_pickle = pickle.load(file_object) val = cache_pickle.get(key, None) ...

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def get(self): """ :return: response stats dict """ stats = {} if self.start_date is not None: stats["start_date"] = self.start_date if self.end_date is not None: stats["end_date"] = self.end_date if self.aggregated_by is not None: ...

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def atomic(self, func): """A decorator that wraps a function in an atomic block. Example:: db = CustomSQLAlchemy() @db.atomic def f(): write_to_db('a message') return 'OK' assert f() == 'OK' This code defines the function `...

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def subscribe(self, destination, id, ack='auto', headers=None, **keyword_headers): """ :param str destination: :param str id: :param str ack: :param dict headers: :param keyword_headers: """ self.transport.subscriptions[id] = destination

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def validate(opts): """ Client-facing validate method. Checks to see if the passed in opts argument is either a list or a namespace containing the attribute 'extensions' and runs validations on it accordingly. If opts is neither of those things, this will raise a ValueError :param opts: either ...

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def dnet(dd, dm, zhm, xmm, xm): ''' /* TURBOPAUSE CORRECTION FOR MSIS MODELS * Root mean density * DD - diffusive density * DM - full mixed density * ZHM - transition scale length * XMM - full mixed molecular weight * XM - species molecular weight * ...

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def _get_sub_prop(self, key, default=None): """Get a value in the ``self._properties[self._job_type]`` dictionary. Most job properties are inside the dictionary related to the job type (e.g. 'copy', 'extract', 'load', 'query'). Use this method to access those properties:: s...

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def cmd_fw_list(self, args): '''cmd handler for list''' stuff = self.filtered_rows_from_args(args) if stuff is None: return (filtered, remainder) = stuff print("") print(" seq platform frame major.minor.patch releasetype latest git-sha format") for ...

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def inventory(self): """ Create an inventory structure and returns a dict. .. code-block:: yaml ungrouped: vars: foo: bar hosts: instance-1: instance-2: children: $child_group_n...

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def concat(objs, dim=None, data_vars='all', coords='different', compat='equals', positions=None, indexers=None, mode=None, concat_over=None): """Concatenate xarray objects along a new or existing dimension. Parameters ---------- objs : sequence of Dataset and DataArray objects ...

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def render(self, parsed, page=False, minify=False): """Render complete markup. parsed (list): Dependency parses to render. page (bool): Render parses wrapped as full HTML page. minify (bool): Minify HTML markup. RETURNS (unicode): Rendered SVG or HTML markup. """ ...

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def get_members(self, show=True, proxy=None, timeout=0): """ GET Mediawiki:API (action=query) category members https://www.mediawiki.org/wiki/API:Categorymembers Required {params}: title OR pageid - title: <str> article title - pageid: <int> Wikipedia database ID ...

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def native(self, value, context=None): """Convert a value from a foriegn type (i.e. web-safe) to Python-native.""" if self.strip and hasattr(value, 'strip'): value = value.strip() if self.none and value == '': return None if self.encoding and isinstance(value, bytes): return value.decode(self....

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def create_stream(self, stream_id, sandbox=None): """ Must be overridden by deriving classes, must create the stream according to the tool and return its unique identifier stream_id """ if stream_id in self.streams: raise StreamAlreadyExistsError("Stream with id '{}' ...

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def groupmember_get(self, manager_id, session): '''taobao.wangwang.eservice.groupmember.get 获取组成员列表用某个组管理员账号查询，返回该组组名、和该组所有组成员ID（E客服的分流设置）。用旺旺主帐号查询，返回所有组的组名和该组所有组成员ID。返回的组成员ID可以是多个，用 "," 隔开。被查者ID只能传入一个。组成员中排名最靠前的ID是组管理员ID''' request = TOPRequest('taobao.wangwang.eservice.groupmembe...

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def get_uuid_string(low=None, high=None, **x): """This method parses a UUID protobuf message type from its component 'high' and 'low' longs into a standard formatted UUID string Args: x (dict): containing keys, 'low' and 'high' corresponding to the UUID protobuf message type Return...

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def from_secret_type(secret_type, settings): """ Note: Only called from audit.py :type secret_type: str :param secret_type: unique identifier for plugin type :type settings: list :param settings: output of "plugins_used" in baseline. e.g. >>> [ ... { ... 'na...

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def configuration(parent_package='', top_path=None): """Configure all packages that need to be built.""" config = Configuration('', parent_package, top_path) F95FLAGS = get_compiler_flags() kwargs = { 'libraries': [], 'include_dirs': [], 'library_dirs': [], } kwargs['ex...

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def set_list_predicates(self): """ Reads through the rml mappings and determines all fields that should map to a list/array with a json output """ results = self.rml.query(""" SELECT DISTINCT ?subj_class ?list_field { ?bn rr:dat...

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def get_namelist(): """Generate namelist. Either through set CONF.zvm.namelist, or by generate based on smt userid. """ if CONF.zvm.namelist is not None: # namelist length limit should be 64, but there's bug limit to 8 # will change the limit to 8 once the bug fixed if len(CONF....

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def refresh(self): """ explicitely refresh user interface; useful when changing widgets dynamically """ logger.debug("refresh user interface") try: with self.refresh_lock: self.draw_screen() except AssertionError: logger.warning("ap...

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def cpmaximum(image, structure=np.ones((3,3),dtype=bool),offset=None): """Find the local maximum at each point in the image, using the given structuring element image - a 2-d array of doubles structure - a boolean structuring element indicating which local elements should be sampled ...

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def union(self, *iterables): """ Return a new SortedSet with elements from the set and all *iterables*. """ return self.__class__(chain(iter(self), *iterables), key=self._key)

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def vm_absent(name, archive=False): ''' Ensure vm is absent on the computenode name : string hostname of vm archive : boolean toggle archiving of vm on removal .. note:: State ID is used as hostname. Hostnames must be unique. ''' name = name.lower() ret = {'na...

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def write(self, *messages): """Push a list of messages in the inputs of this graph's inputs, matching the output of special node "BEGIN" in our graph.""" for i in self.graph.outputs_of(BEGIN): for message in messages: self[i].write(message)

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def _update_functions(self): """ Uses internal settings to update the functions. """ self.f = [] self.bg = [] self._fnames = [] self._bgnames = [] self._odr_models = [] # Like f, but different parameters, for use in ODR...

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def is_native_ion_gate(gate: ops.Gate) -> bool: """Check if a gate is a native ion gate. Args: gate: Input gate. Returns: True if the gate is native to the ion, false otherwise. """ return isinstance(gate, (ops.XXPowGate, ops.MeasurementGate, ...

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def calculate(self, scene, xaxis, yaxis): """ Calculates the grid data before rendering. :param scene | <XChartScene> xaxis | <XChartAxis> yaxis | <XChartAxis> """ # build the grid location s...

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def _parse_pricing(url, name): ''' Download and parse an individual pricing file from AWS .. versionadded:: 2015.8.0 ''' price_js = http.query(url, text=True) items = [] current_item = '' price_js = re.sub(JS_COMMENT_RE, '', price_js['text']) price_js = price_js.strip().rstrip(');...

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def calculate(self, T, method): r'''Method to calculate low-pressure liquid thermal conductivity at tempearture `T` with a given method. This method has no exception handling; see `T_dependent_property` for that. Parameters ---------- T : float Tempe...

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def open(self, mode='rb'): """Open file. The caller is responsible for closing the file. """ fs, path = self._get_fs() return fs.open(path, mode=mode)

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def get_statistics(prefix=''): """ Get statistics for message codes that start with the prefix. prefix='' matches all errors and warnings prefix='E' matches all errors prefix='W' matches all warnings prefix='E4' matches all errors that have to do with imports """ stats = [] keys = o...

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def translate(self, term=None, phrase=None, strict=False, rating=None): """ Retrieve a single image that represents a transalation of a term or phrase into an animated gif. Punctuation is ignored. By default, this will perform a `term` translation. If you want to translate by phrase, ...

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def webhook_handler(*event_types): """ Decorator that registers a function as a webhook handler. Usage examples: >>> # Hook a single event >>> @webhook_handler("payment.sale.completed") >>> def on_payment_received(event): >>> payment = event.get_resource() >>> print("Received payment:", payment) >>>...

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def overlap(args): """ %prog overlap ctgfasta poolfasta Fish out the sequences in `poolfasta` that overlap with `ctgfasta`. Mix and combine using `minimus2`. """ p = OptionParser(overlap.__doc__) opts, args = p.parse_args(args) if len(args) != 2: sys.exit(not p.print_help()) ...

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def supported(self, tags=None): # type: (Optional[List[Pep425Tag]]) -> bool """Is this wheel supported on this system?""" if tags is None: # for mock tags = pep425tags.get_supported() return bool(set(tags).intersection(self.file_tags))

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def initialize_users(self) -> None: """Load device user data and initialize user management.""" users = self.request('get', pwdgrp_url) self.users = Users(users, self.request)

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def b1_noise_id(x, af, rate): """ B1 ratio for noise identification ratio of Standard Variace to AVAR """ (taus,devs,errs,ns) = at.adev(x,taus=[af*rate],data_type="phase", rate=rate) oadev_x = devs[0] y = np.diff(x) y_cut = np.array( y[:len(y)-(len(y)%af)] ) # cut to length ass...

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def copy_value(self, orig_name, new_name): """Copy value""" self.shellwidget.copy_value(orig_name, new_name) self.shellwidget.refresh_namespacebrowser()

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def pull(options): """ pull all remote programs to a local directory """ configuration = config.get_default() app_url = configuration['app_url'] if options.deployment != None: deployment_name = options.deployment else: deployment_name = configuration['deployment_name'] ...

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