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 dict_to_numpy_dict(obj_dict): """ Convert a dictionary of lists into a dictionary of numpy arrays """ return {key: np.asarray(value) if value is not None else None for key, value in obj_dict.items()}	[ "def", "dict_to_numpy_dict", "(", "obj_dict", ")", ":", "return", "{", "key", ":", "np", ".", "asarray", "(", "value", ")", "if", "value", "is", "not", "None", "else", "None", "for", "key", ",", "value", "in", "obj_dict", ".", "items", "(", ")", "}" ...	43	0.009132
def gen_timeout_resend(attempts): """Generate the time in seconds in which DHCPDISCOVER wil be retransmited. [:rfc:`2131#section-3.1`]:: might retransmit the DHCPREQUEST message four times, for a total delay of 60 seconds [:rfc:`2131#section-4.1`]:: For example, in a 10Mb/sec Eth...	[ "def", "gen_timeout_resend", "(", "attempts", ")", ":", "timeout", "=", "2", "**", "(", "attempts", "+", "1", ")", "+", "random", ".", "uniform", "(", "-", "1", ",", "+", "1", ")", "logger", ".", "debug", "(", "'next timeout resending will happen on %s'", ...	43.8	0.000894
def select_copula(cls, X): """Select best copula function based on likelihood. Args: X: 2-dimensional `np.ndarray` Returns: tuple: `tuple(CopulaType, float)` best fit and model param. """ frank = Bivariate(CopulaTypes.FRANK) frank.fit(X) ...	[ "def", "select_copula", "(", "cls", ",", "X", ")", ":", "frank", "=", "Bivariate", "(", "CopulaTypes", ".", "FRANK", ")", "frank", ".", "fit", "(", "X", ")", "if", "frank", ".", "tau", "<=", "0", ":", "selected_theta", "=", "frank", ".", "theta", "...	32.58	0.001788
def parse(readDataInstance): """ Returns a new L{OptionalHeader} object. @type readDataInstance: L{ReadData} @param readDataInstance: A L{ReadData} object with data to be parsed as a L{OptionalHeader} object. @rtype: L{OptionalHeader} @return: A new L{Op...	[ "def", "parse", "(", "readDataInstance", ")", ":", "oh", "=", "OptionalHeader", "(", ")", "oh", ".", "magic", ".", "value", "=", "readDataInstance", ".", "readWord", "(", ")", "oh", ".", "majorLinkerVersion", ".", "value", "=", "readDataInstance", ".", "re...	51.895833	0.014578
def _parse_configs(self, config): """Builds a dict with information to connect to Clusters. Parses the list of configuration dictionaries passed by the user and builds an internal dict (_clusters) that holds information for creating Clients connecting to Clusters and matching database n...	[ "def", "_parse_configs", "(", "self", ",", "config", ")", ":", "for", "config_dict", "in", "config", ":", "label", "=", "config_dict", ".", "keys", "(", ")", "[", "0", "]", "cfg", "=", "config_dict", "[", "label", "]", "# Transform dbpath to something digest...	40.325	0.001211
def strip(self): """Remove rollbacks, rollforwards, and all non-current files. When distributing a refpkg, you probably want to distribute as small a one as possible. strip removes everything from the refpkg which is not relevant to its current state. """ self._sync_fro...	[ "def", "strip", "(", "self", ")", ":", "self", ".", "_sync_from_disk", "(", ")", "current_filenames", "=", "set", "(", "self", ".", "contents", "[", "'files'", "]", ".", "values", "(", ")", ")", "all_filenames", "=", "set", "(", "os", ".", "listdir", ...	42.894737	0.002401
def getVersion(): """ Get version from local file. """ with open(os.path.join(REPO_DIR, "VERSION"), "r") as versionFile: return versionFile.read().strip()	[ "def", "getVersion", "(", ")", ":", "with", "open", "(", "os", ".", "path", ".", "join", "(", "REPO_DIR", ",", "\"VERSION\"", ")", ",", "\"r\"", ")", "as", "versionFile", ":", "return", "versionFile", ".", "read", "(", ")", ".", "strip", "(", ")" ]	26.833333	0.018072
def p_scalar__literal(self, p): """ scalar : B_LITERAL_START scalar_group B_LITERAL_END """ scalar_group = ''.join(p[2]) p[0] = ScalarDispatch('%s\n' % dedent(scalar_group).replace('\n\n\n', '\n'), cast='str')	[ "def", "p_scalar__literal", "(", "self", ",", "p", ")", ":", "scalar_group", "=", "''", ".", "join", "(", "p", "[", "2", "]", ")", "p", "[", "0", "]", "=", "ScalarDispatch", "(", "'%s\\n'", "%", "dedent", "(", "scalar_group", ")", ".", "replace", "...	40.833333	0.012
def _read_date(settings_file): """Get the data from the settings.xml file Parameters ---------- settings_file : Path path to settings.xml inside open-ephys folder Returns ------- datetime start time of the recordings Notes ----- The start time is present in the...	[ "def", "_read_date", "(", "settings_file", ")", ":", "root", "=", "ElementTree", ".", "parse", "(", "settings_file", ")", ".", "getroot", "(", ")", "for", "e0", "in", "root", ":", "if", "e0", ".", "tag", "==", "'INFO'", ":", "for", "e1", "in", "e0", ...	24.423077	0.001515
def Rzderiv(self,R,Z,phi=0.,t=0.): """ NAME: Rzderiv PURPOSE: evaluate the mixed R,z derivative INPUT: R - Galactocentric radius (can be Quantity) Z - vertical height (can be Quantity) phi - Galactocentric azimuth (can be Quan...	[ "def", "Rzderiv", "(", "self", ",", "R", ",", "Z", ",", "phi", "=", "0.", ",", "t", "=", "0.", ")", ":", "try", ":", "return", "self", ".", "_amp", "*", "self", ".", "_Rzderiv", "(", "R", ",", "Z", ",", "phi", "=", "phi", ",", "t", "=", "...	20.090909	0.017266
def _save_table(self, raw=False, cls=None, force_insert=None, force_update=None, using=None, update_fields=None): """ Saves the current instance. """ # Connection aliasing connection = connections[using] create = bool(force_insert or not self.dn) # Prepare field...	[ "def", "_save_table", "(", "self", ",", "raw", "=", "False", ",", "cls", "=", "None", ",", "force_insert", "=", "None", ",", "force_update", "=", "None", ",", "using", "=", "None", ",", "update_fields", "=", "None", ")", ":", "# Connection aliasing", "co...	31.732558	0.001421
def convert_shaders(convert, shaders): """ Modify shading code so that we can write code once and make it run "everywhere". """ # New version of the shaders out = [] if convert == 'es2': for isfragment, shader in enumerate(shaders): has_version = False has_prec...	[ "def", "convert_shaders", "(", "convert", ",", "shaders", ")", ":", "# New version of the shaders", "out", "=", "[", "]", "if", "convert", "==", "'es2'", ":", "for", "isfragment", ",", "shader", "in", "enumerate", "(", "shaders", ")", ":", "has_version", "="...	35.118644	0.000469
def startup(self): """Startup the ec2 instance """ import boto.ec2 if not self.browser_config.get('launch'): self.warning_log("Skipping launch") return True self.info_log("Starting up") instance = None try: # KEY NAME ...	[ "def", "startup", "(", "self", ")", ":", "import", "boto", ".", "ec2", "if", "not", "self", ".", "browser_config", ".", "get", "(", "'launch'", ")", ":", "self", ".", "warning_log", "(", "\"Skipping launch\"", ")", "return", "True", "self", ".", "info_lo...	35.657609	0.000297
def _run(self): """The inside of ``run``'s infinite loop. Separated out so it can be properly unit tested. """ tup = self.read_tuple() self._current_tups = [tup] if self.is_heartbeat(tup): self.send_message({"command": "sync"}) elif self.is_tick(tup):...	[ "def", "_run", "(", "self", ")", ":", "tup", "=", "self", ".", "read_tuple", "(", ")", "self", ".", "_current_tups", "=", "[", "tup", "]", "if", "self", ".", "is_heartbeat", "(", "tup", ")", ":", "self", ".", "send_message", "(", "{", "\"command\"", ...	36	0.00246
def getAnalogType(self,num): """ Returns the type of the channel 'num' based on its unit stored in the Comtrade header file. Returns 'V' for a voltage channel and 'I' for a current channel. """ listidx = self.An.index(num) unit = self.uu[listidx] ...	[ "def", "getAnalogType", "(", "self", ",", "num", ")", ":", "listidx", "=", "self", ".", "An", ".", "index", "(", "num", ")", "unit", "=", "self", ".", "uu", "[", "listidx", "]", "if", "unit", "==", "'kV'", "or", "unit", "==", "'V'", ":", "return"...	29.529412	0.009653
def cmp_regs(cpu, should_print=False): """ Compare registers from a remote gdb session to current mcore. :param manticore.core.cpu Cpu: Current cpu :param bool should_print: Whether to print values to stdout :return: Whether or not any differences were detected :rtype: bool """ differin...	[ "def", "cmp_regs", "(", "cpu", ",", "should_print", "=", "False", ")", ":", "differing", "=", "False", "gdb_regs", "=", "gdb", ".", "getCanonicalRegisters", "(", ")", "for", "name", "in", "sorted", "(", "gdb_regs", ")", ":", "vg", "=", "gdb_regs", "[", ...	32.12	0.001209
def traversals(edges, mode='bfs'): """ Given an edge list, generate a sequence of ordered depth first search traversals, using scipy.csgraph routines. Parameters ------------ edges : (n,2) int, undirected edges of a graph mode : str, 'bfs', or 'dfs' Returns ----------- travers...	[ "def", "traversals", "(", "edges", ",", "mode", "=", "'bfs'", ")", ":", "edges", "=", "np", ".", "asanyarray", "(", "edges", ",", "dtype", "=", "np", ".", "int64", ")", "if", "len", "(", "edges", ")", "==", "0", ":", "return", "[", "]", "elif", ...	29.054545	0.000605
def guestfs_conn_ro(disk): """ Open a GuestFS handle and add `disk` in read only mode. Args: disk(disk path): Path to the disk. Yields: guestfs.GuestFS: Open GuestFS handle Raises: :exc:`GuestFSError`: On any guestfs operation failure """ disk_path = os.path.expan...	[ "def", "guestfs_conn_ro", "(", "disk", ")", ":", "disk_path", "=", "os", ".", "path", ".", "expandvars", "(", "disk", ")", "conn", "=", "guestfs", ".", "GuestFS", "(", "python_return_dict", "=", "True", ")", "conn", ".", "add_drive_ro", "(", "disk_path", ...	24.612903	0.001261
def collapse(self): """Collapse a private message or modmail.""" url = self.reddit_session.config['collapse_message'] self.reddit_session.request_json(url, data={'id': self.name})	[ "def", "collapse", "(", "self", ")", ":", "url", "=", "self", ".", "reddit_session", ".", "config", "[", "'collapse_message'", "]", "self", ".", "reddit_session", ".", "request_json", "(", "url", ",", "data", "=", "{", "'id'", ":", "self", ".", "name", ...	50	0.009852
def getLabel(self,form): """A label can be a string, dict (lookup by name) or a callable (passed the form).""" return specialInterpretValue(self.label,self.name,form=form)	[ "def", "getLabel", "(", "self", ",", "form", ")", ":", "return", "specialInterpretValue", "(", "self", ".", "label", ",", "self", ".", "name", ",", "form", "=", "form", ")" ]	61.666667	0.032086
def business_rule_notification_is_blocked(self, hosts, services): # pylint: disable=too-many-locals """Process business rule notifications behaviour. If all problems have been acknowledged, no notifications should be sent if state is not OK. By default, downtimes are ignored, unless expl...	[ "def", "business_rule_notification_is_blocked", "(", "self", ",", "hosts", ",", "services", ")", ":", "# pylint: disable=too-many-locals", "# Walks through problems to check if all items in non ok are", "# acknowledged or in downtime period.", "acknowledged", "=", "0", "for", "src_...	50.305556	0.001625
def data_properties(data, mask=None, background=None): """ Calculate the morphological properties (and centroid) of a 2D array (e.g. an image cutout of an object) using image moments. Parameters ---------- data : array_like or `~astropy.units.Quantity` The 2D array of the image. ma...	[ "def", "data_properties", "(", "data", ",", "mask", "=", "None", ",", "background", "=", "None", ")", ":", "from", ".", ".", "segmentation", "import", "SourceProperties", "# prevent circular imports", "segment_image", "=", "np", ".", "ones", "(", "data", ".", ...	40.722222	0.000666
def get(self, show=True, proxy=None, timeout=0): """ Make Mediawiki, RESTBase, and Wikidata requests for page data some sequence of: - get_parse() - get_query() - get_restbase() - get_wikidata() """ wikibase = self.params.get('wikibase') i...	[ "def", "get", "(", "self", ",", "show", "=", "True", ",", "proxy", "=", "None", ",", "timeout", "=", "0", ")", ":", "wikibase", "=", "self", ".", "params", ".", "get", "(", "'wikibase'", ")", "if", "wikibase", ":", "self", ".", "flags", "[", "'de...	27.46	0.001406
def local_incoming_hook(handler=None, coro=None): """add a callback to run every time a greenlet is about to be switched to :param handler: the callback function, must be a function taking 2 arguments: - an integer indicating whether it is being called as an incoming (1) hook or an o...	[ "def", "local_incoming_hook", "(", "handler", "=", "None", ",", "coro", "=", "None", ")", ":", "if", "handler", "is", "None", ":", "return", "lambda", "h", ":", "local_incoming_hook", "(", "h", ",", "coro", ")", "if", "not", "hasattr", "(", "handler", ...	35.151515	0.000839
def _match_transition(self, transition): """Checks whether a given Transition matches self.names.""" return (self.names == '*' or transition in self.names or transition.name in self.names)	[ "def", "_match_transition", "(", "self", ",", "transition", ")", ":", "return", "(", "self", ".", "names", "==", "'*'", "or", "transition", "in", "self", ".", "names", "or", "transition", ".", "name", "in", "self", ".", "names", ")" ]	46.4	0.008475
def get_counter(self, counter_name, default=0): """Get the value of the named counter from this job. When a job is running, counter values won't be very accurate. Args: counter_name: name of the counter in string. default: default value if the counter doesn't exist. Returns: Value i...	[ "def", "get_counter", "(", "self", ",", "counter_name", ",", "default", "=", "0", ")", ":", "self", ".", "__update_state", "(", ")", "return", "self", ".", "_state", ".", "counters_map", ".", "get", "(", "counter_name", ",", "default", ")" ]	30.785714	0.002252
def _decode_quadratic_biases(quadratic_string, edgelist): """Inverse of _serialize_quadratic_biases Args: quadratic_string (str) : base 64 encoded string of little endian 8 byte floats, one for each of the edges. edgelist (list): a list of edges of the form [(node1, node2), ...]. ...	[ "def", "_decode_quadratic_biases", "(", "quadratic_string", ",", "edgelist", ")", ":", "quadratic_bytes", "=", "base64", ".", "b64decode", "(", "quadratic_string", ")", "return", "{", "tuple", "(", "edge", ")", ":", "bias", "for", "edge", ",", "bias", "in", ...	39.952381	0.002328
def get_as_string_with_default(self, index, default_value): """ Converts array element into a string or returns default value if conversion is not possible. :param index: an index of element to get. :param default_value: the default value :return: string value ot the element o...	[ "def", "get_as_string_with_default", "(", "self", ",", "index", ",", "default_value", ")", ":", "value", "=", "self", "[", "index", "]", "return", "StringConverter", ".", "to_string_with_default", "(", "value", ",", "default_value", ")" ]	39.333333	0.008282
def sendFMS_same(self, CorpNum, PlusFriendID, Sender, Content, AltContent, AltSendType, SndDT, FilePath, ImageURL, KakaoMessages, KakaoButtons, AdsYN=False, UserID=None, RequestNum=None): """ 친구톡 이미지 대량 전송 :param CorpNum: 팝빌회원 사업자번호 :param PlusFriendID: 플러스친구 아이디 ...	[ "def", "sendFMS_same", "(", "self", ",", "CorpNum", ",", "PlusFriendID", ",", "Sender", ",", "Content", ",", "AltContent", ",", "AltSendType", ",", "SndDT", ",", "FilePath", ",", "ImageURL", ",", "KakaoMessages", ",", "KakaoButtons", ",", "AdsYN", "=", "Fals...	38.825397	0.001994
def extract_lookups(value): """Recursively extracts any stack lookups within the data structure. Args: value (one of str, list, dict): a structure that contains lookups to output values Returns: list: list of lookups if any """ lookups = set() if isinstance(value, ...	[ "def", "extract_lookups", "(", "value", ")", ":", "lookups", "=", "set", "(", ")", "if", "isinstance", "(", "value", ",", "basestring", ")", ":", "lookups", "=", "lookups", ".", "union", "(", "extract_lookups_from_string", "(", "value", ")", ")", "elif", ...	30.285714	0.001524
def read(self, size:int=None): """ :param size: number of characters to read from the buffer :return: string that has been read from the buffer """ if size: result = self._buffer[0:size] self._buffer = self._buffer[size:] return result ...	[ "def", "read", "(", "self", ",", "size", ":", "int", "=", "None", ")", ":", "if", "size", ":", "result", "=", "self", ".", "_buffer", "[", "0", ":", "size", "]", "self", ".", "_buffer", "=", "self", ".", "_buffer", "[", "size", ":", "]", "retur...	31	0.012048
def set_input(self, input_id): """Send Input command.""" req_url = ENDPOINTS["setInput"].format(self.ip_address, self.zone_id) params = {"input": input_id} return request(req_url, params=params)	[ "def", "set_input", "(", "self", ",", "input_id", ")", ":", "req_url", "=", "ENDPOINTS", "[", "\"setInput\"", "]", ".", "format", "(", "self", ".", "ip_address", ",", "self", ".", "zone_id", ")", "params", "=", "{", "\"input\"", ":", "input_id", "}", "...	44.4	0.00885
def list_queues(region, opts=None, user=None): ''' List the queues in the selected region. region Region to list SQS queues for opts : None Any additional options to add to the command line user : None Run hg as a user other than what the minion runs as CLI Example: ...	[ "def", "list_queues", "(", "region", ",", "opts", "=", "None", ",", "user", "=", "None", ")", ":", "out", "=", "_run_aws", "(", "'list-queues'", ",", "region", ",", "opts", ",", "user", ")", "ret", "=", "{", "'retcode'", ":", "0", ",", "'stdout'", ...	19.84	0.001923
def avail_images(conn=None, call=None): ''' List available images for Azure ''' if call == 'action': raise SaltCloudSystemExit( 'The avail_images function must be called with ' '-f or --function, or with the --list-images option' ) if not conn: conn =...	[ "def", "avail_images", "(", "conn", "=", "None", ",", "call", "=", "None", ")", ":", "if", "call", "==", "'action'", ":", "raise", "SaltCloudSystemExit", "(", "'The avail_images function must be called with '", "'-f or --function, or with the --list-images option'", ")", ...	26.947368	0.001887
def sparse_to_matrix(sparse): """ Take a sparse (n,3) list of integer indexes of filled cells, turn it into a dense (m,o,p) matrix. Parameters ----------- sparse: (n,3) int, index of filled cells Returns ------------ dense: (m,o,p) bool, matrix of filled cells """ sparse =...	[ "def", "sparse_to_matrix", "(", "sparse", ")", ":", "sparse", "=", "np", ".", "asanyarray", "(", "sparse", ",", "dtype", "=", "np", ".", "int", ")", "if", "not", "util", ".", "is_shape", "(", "sparse", ",", "(", "-", "1", ",", "3", ")", ")", ":",...	26.037037	0.001372
def msg_curse(self, args=None, max_width=None): """Return the dict to display in the curse interface.""" # Init the return message ret = [] # Only process if stats exist and display plugin enable... if args.disable_process: msg = "PROCESSES DISABLED (press 'z' to dis...	[ "def", "msg_curse", "(", "self", ",", "args", "=", "None", ",", "max_width", "=", "None", ")", ":", "# Init the return message", "ret", "=", "[", "]", "# Only process if stats exist and display plugin enable...", "if", "args", ".", "disable_process", ":", "msg", "...	36.283582	0.001201
def add_number_mapping_from_dict(self, abi, mapping): """ Batch-associate syscall numbers with names of functions present in the underlying SimLibrary :param abi: The abi for which this mapping applies :param mapping: A dict mapping syscall numbers to function names """ ...	[ "def", "add_number_mapping_from_dict", "(", "self", ",", "abi", ",", "mapping", ")", ":", "self", ".", "syscall_number_mapping", "[", "abi", "]", ".", "update", "(", "mapping", ")", "self", ".", "syscall_name_mapping", "[", "abi", "]", ".", "update", "(", ...	50.444444	0.008658
def walk(p, mode='all', **kw): """Wrapper for `os.walk`, yielding `Path` objects. :param p: root of the directory tree to walk. :param mode: 'all\|dirs\|files', defaulting to 'all'. :param kw: Keyword arguments are passed to `os.walk`. :return: Generator for the requested Path objects. """ fo...	[ "def", "walk", "(", "p", ",", "mode", "=", "'all'", ",", "", "", "kw", ")", ":", "for", "dirpath", ",", "dirnames", ",", "filenames", "in", "os", ".", "walk", "(", "as_posix", "(", "p", ")", ",", "", "", "kw", ")", ":", "if", "mode", "in"...	41.266667	0.00158
def _create_genome_builds(self): """ Various resources will map variations to either UCSC (hg*) or to NCBI assemblies. Here we create the equivalences between them. Data taken from: https://genome.ucsc.edu/FAQ/FAQreleases.html#release1 :return: """ # TO...	[ "def", "_create_genome_builds", "(", "self", ")", ":", "# TODO add more species", "graph", "=", "self", ".", "graph", "geno", "=", "Genotype", "(", "graph", ")", "model", "=", "Model", "(", "graph", ")", "LOG", ".", "info", "(", "\"Adding equivalent assembly i...	34.880952	0.001992
def set_elem(elem_ref, elem): """ Sets element referenced by the elem_ref. Returns the elem. :param elem_ref: :param elem: :return: """ if elem_ref is None or elem_ref == elem or not is_elem_ref(elem_ref): return elem elif elem_ref[0] == ElemRefObj: setattr(elem_ref[1],...	[ "def", "set_elem", "(", "elem_ref", ",", "elem", ")", ":", "if", "elem_ref", "is", "None", "or", "elem_ref", "==", "elem", "or", "not", "is_elem_ref", "(", "elem_ref", ")", ":", "return", "elem", "elif", "elem_ref", "[", "0", "]", "==", "ElemRefObj", "...	24.388889	0.002193
def _add_to_ref(self, rec_curr, line, lnum): """Add new fields to the current reference.""" # Written by DV Klopfenstein # Examples of record lines containing ':' include: # id: GO:0000002 # name: mitochondrial genome maintenance # namespace: biological_process ...	[ "def", "_add_to_ref", "(", "self", ",", "rec_curr", ",", "line", ",", "lnum", ")", ":", "# Written by DV Klopfenstein", "# Examples of record lines containing ':' include:", "# id: GO:0000002", "# name: mitochondrial genome maintenance", "# namespace: biological_process", "# ...	45.875	0.001334
def transformer_tall_pretrain_lm_tpu_adafactor_large(): """Hparams for transformer on LM pretraining on TPU, large model.""" hparams = transformer_tall_pretrain_lm_tpu_adafactor() hparams.hidden_size = 1024 hparams.num_heads = 16 hparams.filter_size = 32768 # max fitting in 16G memory is 49152, batch 2 hpa...	[ "def", "transformer_tall_pretrain_lm_tpu_adafactor_large", "(", ")", ":", "hparams", "=", "transformer_tall_pretrain_lm_tpu_adafactor", "(", ")", "hparams", ".", "hidden_size", "=", "1024", "hparams", ".", "num_heads", "=", "16", "hparams", ".", "filter_size", "=", "3...	49.727273	0.019749
def simOnePrd(self): ''' Simulate one period of the fashion victom model for this type. Each agent receives an idiosyncratic preference shock and chooses whether to change styles (using the optimal decision rule). Parameters ---------- none Returns ...	[ "def", "simOnePrd", "(", "self", ")", ":", "pNow", "=", "self", ".", "pNow", "sPrev", "=", "self", ".", "sNow", "J2Pprob", "=", "self", ".", "switchFuncJock", "(", "pNow", ")", "P2Jprob", "=", "self", ".", "switchFuncPunk", "(", "pNow", ")", "Shks", ...	29.68	0.013055
def _is_numeric_data(self, data_type): """Private method for testing text data types.""" dt = DATA_TYPES[data_type] if dt['min'] and dt['max']: if type(self.data) is dt['type'] and dt['min'] < self.data < dt['max']: self.type = data_type.upper() self.l...	[ "def", "_is_numeric_data", "(", "self", ",", "data_type", ")", ":", "dt", "=", "DATA_TYPES", "[", "data_type", "]", "if", "dt", "[", "'min'", "]", "and", "dt", "[", "'max'", "]", ":", "if", "type", "(", "self", ".", "data", ")", "is", "dt", "[", ...	45.625	0.008065
def location_list(arg): """Joins a list of locations into a pipe separated string, handling the various formats supported for lat/lng values. For example: p = [{"lat" : -33.867486, "lng" : 151.206990}, "Sydney"] convert.waypoint(p) # '-33.867486,151.206990\|Sydney' :param arg: The lat/lng l...	[ "def", "location_list", "(", "arg", ")", ":", "if", "isinstance", "(", "arg", ",", "tuple", ")", ":", "# Handle the single-tuple lat/lng case.", "return", "latlng", "(", "arg", ")", "else", ":", "return", "\"\|\"", ".", "join", "(", "[", "latlng", "(", "loc...	28.578947	0.001783
def hit_count(self, request, hitcount): """ Called with a HttpRequest and HitCount object it will return a namedtuple: UpdateHitCountResponse(hit_counted=Boolean, hit_message='Message'). `hit_counted` will be True if the hit was counted and False if it was not. `'hit_m...	[ "def", "hit_count", "(", "self", ",", "request", ",", "hitcount", ")", ":", "UpdateHitCountResponse", "=", "namedtuple", "(", "'UpdateHitCountResponse'", ",", "'hit_counted hit_message'", ")", "# as of Django 1.8.4 empty sessions are not being saved", "# https://code.djangoproj...	43.235294	0.001596
def download_image(self, device_label, image_id, file_name): """ Download image taken by a smartcam Args: device_label (str): device label of camera image_id (str): image id from image series file_name (str): path to file """ response = None t...	[ "def", "download_image", "(", "self", ",", "device_label", ",", "image_id", ",", "file_name", ")", ":", "response", "=", "None", "try", ":", "response", "=", "requests", ".", "get", "(", "urls", ".", "download_image", "(", "self", ".", "_giid", ",", "dev...	38.272727	0.002317
def delete_external_account(resource_root, name): """ Delete an external account by name @param resource_root: The root Resource object. @param name: Account name @return: The deleted ApiExternalAccount object """ return call(resource_root.delete, EXTERNAL_ACCOUNT_FETCH_PATH % ("delete", name,), ...	[ "def", "delete_external_account", "(", "resource_root", ",", "name", ")", ":", "return", "call", "(", "resource_root", ".", "delete", ",", "EXTERNAL_ACCOUNT_FETCH_PATH", "%", "(", "\"delete\"", ",", "name", ",", ")", ",", "ApiExternalAccount", ",", "False", ")" ...	34	0.014327
def assign(self, partitions): """Manually assign a list of TopicPartitions to this consumer. Arguments: partitions (list of TopicPartition): Assignment for this instance. Raises: IllegalStateError: If consumer has already called :meth:`~kafka.KafkaConsumer.s...	[ "def", "assign", "(", "self", ",", "partitions", ")", ":", "self", ".", "_subscription", ".", "assign_from_user", "(", "partitions", ")", "self", ".", "_client", ".", "set_topics", "(", "[", "tp", ".", "topic", "for", "tp", "in", "partitions", "]", ")" ]	40.555556	0.001784
def _ps_extract_pid(self, line): """ Extract PID and parent PID from an output line from the PS command """ this_pid = self.regex['pid'].sub(r'\g<1>', line) this_parent = self.regex['parent'].sub(r'\g<1>', line) # Return the main / parent PIDs return this...	[ "def", "_ps_extract_pid", "(", "self", ",", "line", ")", ":", "this_pid", "=", "self", ".", "regex", "[", "'pid'", "]", ".", "sub", "(", "r'\\g<1>'", ",", "line", ")", "this_parent", "=", "self", ".", "regex", "[", "'parent'", "]", ".", "sub", "(", ...	36.555556	0.008902
def crud_handler(Model, name=None, **kwds): """ This action handler factory reaturns an action handler that responds to actions with CRUD types (following nautilus conventions) and performs the necessary mutation on the model's database. Args: Model (nautilus.BaseModel):...	[ "def", "crud_handler", "(", "Model", ",", "name", "=", "None", ",", "", "", "kwds", ")", ":", "# import the necessary modules", "from", "nautilus", ".", "network", ".", "events", "import", "combine_action_handlers", "from", ".", "import", "update_handler", ","...	35.16	0.001107
def analyze(self): """Return a list giving the parameters required by a query.""" class MockBindings(dict): def __contains__(self, key): self[key] = None return True bindings = MockBindings() used = {} ancestor = self.ancestor if isinstance(ancestor, ParameterizedThing): ...	[ "def", "analyze", "(", "self", ")", ":", "class", "MockBindings", "(", "dict", ")", ":", "def", "__contains__", "(", "self", ",", "key", ")", ":", "self", "[", "key", "]", "=", "None", "return", "True", "bindings", "=", "MockBindings", "(", ")", "use...	30	0.008081
def is_processing(self, taskid): ''' return True if taskid is in processing ''' return taskid in self.processing and self.processing[taskid].taskid	[ "def", "is_processing", "(", "self", ",", "taskid", ")", ":", "return", "taskid", "in", "self", ".", "processing", "and", "self", ".", "processing", "[", "taskid", "]", ".", "taskid" ]	35	0.011173
def days_to_liquidate_positions(positions, market_data, max_bar_consumption=0.2, capital_base=1e6, mean_volume_window=5): """ Compute the number of days that would have been required to fully liquidate each posit...	[ "def", "days_to_liquidate_positions", "(", "positions", ",", "market_data", ",", "max_bar_consumption", "=", "0.2", ",", "capital_base", "=", "1e6", ",", "mean_volume_window", "=", "5", ")", ":", "DV", "=", "market_data", "[", "'volume'", "]", "*", "market_data"...	41.396226	0.000445
def _authenticate_user(self, user, password): """ Returns the response of authenticating with the given user and password. """ headers = self._get_headers() params = { 'username': user, 'password': password, 'grant_type': 'p...	[ "def", "_authenticate_user", "(", "self", ",", "user", ",", "password", ")", ":", "headers", "=", "self", ".", "_get_headers", "(", ")", "params", "=", "{", "'username'", ":", "user", ",", "'password'", ":", "password", ",", "'grant_type'", ":", "'password...	34.5	0.00235
def manipulate(self, stored_instance, component_instance): """ Manipulates the component instance :param stored_instance: The iPOPO component StoredInstance :param component_instance: The component instance """ # Store the stored instance self._ipopo_instance = s...	[ "def", "manipulate", "(", "self", ",", "stored_instance", ",", "component_instance", ")", ":", "# Store the stored instance", "self", ".", "_ipopo_instance", "=", "stored_instance", "# Public flags to generate (True for public accessors)", "flags_to_generate", "=", "set", "("...	38.892857	0.001792
def _broadcast_arithmetic(op): """Return ``op(self, other)`` with broadcasting. Parameters ---------- op : string Name of the operator, e.g. ``'__add__'``. Returns ------- broadcast_arithmetic_op : function Function intended to be used as a method for `ProductSpaceVector` ...	[ "def", "_broadcast_arithmetic", "(", "op", ")", ":", "def", "_broadcast_arithmetic_impl", "(", "self", ",", "other", ")", ":", "if", "(", "self", ".", "space", ".", "is_power_space", "and", "other", "in", "self", ".", "space", "[", "0", "]", ")", ":", ...	29.644444	0.000726
def find_matching(cls, path, patterns): """Yield all matching patterns for path.""" for pattern in patterns: if pattern.match(path): yield pattern	[ "def", "find_matching", "(", "cls", ",", "path", ",", "patterns", ")", ":", "for", "pattern", "in", "patterns", ":", "if", "pattern", ".", "match", "(", "path", ")", ":", "yield", "pattern" ]	37.2	0.010526
def _driz_cr(sciImage, virtual_outputs, paramDict): """mask blemishes in dithered data by comparison of an image with a model image and the derivative of the model image. - ``sciImage`` is an imageObject which contains the science data - ``blotImage`` is inferred from the ``sciImage`` object here which...	[ "def", "_driz_cr", "(", "sciImage", ",", "virtual_outputs", ",", "paramDict", ")", ":", "grow", "=", "paramDict", "[", "\"driz_cr_grow\"", "]", "ctegrow", "=", "paramDict", "[", "\"driz_cr_ctegrow\"", "]", "crcorr_list", "=", "[", "]", "cr_mask_dict", "=", "{"...	41.796954	0.000356
def guess_header(array, name=''): """Guess the array header information. Returns a header dict, with class, data type, and size information. """ header = {} if isinstance(array, Sequence) and len(array) == 1: # sequence with only one element, squeeze the array array = array[0] ...	[ "def", "guess_header", "(", "array", ",", "name", "=", "''", ")", ":", "header", "=", "{", "}", "if", "isinstance", "(", "array", ",", "Sequence", ")", "and", "len", "(", "array", ")", "==", "1", ":", "# sequence with only one element, squeeze the array", ...	36.336283	0.000237
def optimize(self, constraints: ConstraintSet, x: BitVec, goal: str, M=10000): """ Iteratively finds the maximum or minimum value for the operation (Normally Operators.UGT or Operators.ULT) :param constraints: constraints to take into account :param x: a symbol or expression ...	[ "def", "optimize", "(", "self", ",", "constraints", ":", "ConstraintSet", ",", "x", ":", "BitVec", ",", "goal", ":", "str", ",", "M", "=", "10000", ")", ":", "assert", "goal", "in", "(", "'maximize'", ",", "'minimize'", ")", "assert", "isinstance", "("...	46.03125	0.002326
def add_action(self, action, sub_menu='Advanced'): """ Adds an action to the editor's context menu. :param action: QAction to add to the context menu. :param sub_menu: The name of a sub menu where to put the action. 'Advanced' by default. If None or empty, the action will be...	[ "def", "add_action", "(", "self", ",", "action", ",", "sub_menu", "=", "'Advanced'", ")", ":", "if", "sub_menu", ":", "try", ":", "mnu", "=", "self", ".", "_sub_menus", "[", "sub_menu", "]", "except", "KeyError", ":", "mnu", "=", "QtWidgets", ".", "QMe...	36.727273	0.002413
def sed_conversion(energy, model_unit, sed): """ Manage conversion between differential spectrum and SED """ model_pt = model_unit.physical_type ones = np.ones(energy.shape) if sed: # SED f_unit = u.Unit("erg/s") if model_pt == "power" or model_pt == "flux" or model_pt...	[ "def", "sed_conversion", "(", "energy", ",", "model_unit", ",", "sed", ")", ":", "model_pt", "=", "model_unit", ".", "physical_type", "ones", "=", "np", ".", "ones", "(", "energy", ".", "shape", ")", "if", "sed", ":", "# SED", "f_unit", "=", "u", ".", ...	30.946429	0.000559
def get_parameter_limits(xval, loglike, cl_limit=0.95, cl_err=0.68269, tol=1E-2, bounds=None): """Compute upper/lower limits, peak position, and 1-sigma errors from a 1-D likelihood function. This function uses the delta-loglikelihood method to evaluate parameter limits by sear...	[ "def", "get_parameter_limits", "(", "xval", ",", "loglike", ",", "cl_limit", "=", "0.95", ",", "cl_err", "=", "0.68269", ",", "tol", "=", "1E-2", ",", "bounds", "=", "None", ")", ":", "dlnl_limit", "=", "onesided_cl_to_dlnl", "(", "cl_limit", ")", "dlnl_er...	33.323944	0.001436
def read_url(url): """Reads given URL as JSON and returns data as loaded python object.""" logging.debug('reading {url} ...'.format(url=url)) token = os.environ.get("BOKEH_GITHUB_API_TOKEN") headers = {} if token: headers['Authorization'] = 'token %s' % token request = Request(url, heade...	[ "def", "read_url", "(", "url", ")", ":", "logging", ".", "debug", "(", "'reading {url} ...'", ".", "format", "(", "url", "=", "url", ")", ")", "token", "=", "os", ".", "environ", ".", "get", "(", "\"BOKEH_GITHUB_API_TOKEN\"", ")", "headers", "=", "{", ...	40.9	0.002392
def create(vm_): ''' To create a single VM in the VMware environment. Sample profile and arguments that can be specified in it can be found :ref:`here. <vmware-cloud-profile>` CLI Example: .. code-block:: bash salt-cloud -p vmware-centos6.5 vmname ''' try: # Check for...	[ "def", "create", "(", "vm_", ")", ":", "try", ":", "# Check for required profile parameters before sending any API calls.", "if", "(", "vm_", "[", "'profile'", "]", "and", "config", ".", "is_profile_configured", "(", "__opts__", ",", "__active_provider_name__", "or", ...	42.037367	0.002274
def template(args, *kwargs): """ Get a rendered template as a string iterator. You can use a name, a filename or a template string as first parameter. Template rendering arguments can be passed as dictionaries or directly (as keyword arguments). """ tpl = args[0] if args else None for ...	[ "def", "template", "(", "", "args", ",", "", "*", "kwargs", ")", ":", "tpl", "=", "args", "[", "0", "]", "if", "args", "else", "None", "for", "dictarg", "in", "args", "[", "1", ":", "]", ":", "kwargs", ".", "update", "(", "dictarg", ")", "ada...	43.4	0.001803
def filesizeformat(bytes, sep=' '): """ Formats the value like a 'human-readable' file size (i.e. 13 KB, 4.1 MB, 102 B, 2.3 GB etc). Grabbed from Django (http://www.djangoproject.com), slightly modified. :param bytes: size in bytes (as integer) :param sep: string separator between number and a...	[ "def", "filesizeformat", "(", "bytes", ",", "sep", "=", "' '", ")", ":", "try", ":", "bytes", "=", "float", "(", "bytes", ")", "except", "(", "TypeError", ",", "ValueError", ",", "UnicodeDecodeError", ")", ":", "return", "'0%sB'", "%", "sep", "if", "by...	29	0.001192
def math_to_image(s, filename_or_obj, prop=None, dpi=None, format=None): """ Given a math expression, renders it in a closely-clipped bounding box to an image file. s A math expression. The math portion should be enclosed in dollar signs. filename_or_obj A filepath or wri...	[ "def", "math_to_image", "(", "s", ",", "filename_or_obj", ",", "prop", "=", "None", ",", "dpi", "=", "None", ",", "format", "=", "None", ")", ":", "from", "matplotlib", "import", "figure", "# backend_agg supports all of the core output formats", "from", "matplotli...	30.930233	0.000729
def terminate_all(self): """ Terminate all currently running tasks. """ logger.info('Job {0} terminating all currently running tasks'.format(self.name)) for task in self.tasks.itervalues(): if task.started_at and not task.completed_at: task.terminate()	[ "def", "terminate_all", "(", "self", ")", ":", "logger", ".", "info", "(", "'Job {0} terminating all currently running tasks'", ".", "format", "(", "self", ".", "name", ")", ")", "for", "task", "in", "self", ".", "tasks", ".", "itervalues", "(", ")", ":", ...	49.833333	0.009868
def show(self, idx): """ Print the instruction """ print(self.get_name() + " " + self.get_output(idx), end=' ')	[ "def", "show", "(", "self", ",", "idx", ")", ":", "print", "(", "self", ".", "get_name", "(", ")", "+", "\" \"", "+", "self", ".", "get_output", "(", "idx", ")", ",", "end", "=", "' '", ")" ]	27.8	0.013986
def _write_lat_lon(data_out_nc, rivid_lat_lon_z_file): """Add latitude and longitude each netCDF feature Lookup table is a CSV file with rivid, Lat, Lon, columns. Columns must be in that order and these must be the first three columns. """ # only add if user adds ...	[ "def", "_write_lat_lon", "(", "data_out_nc", ",", "rivid_lat_lon_z_file", ")", ":", "# only add if user adds\r", "if", "rivid_lat_lon_z_file", "and", "os", ".", "path", ".", "exists", "(", "rivid_lat_lon_z_file", ")", ":", "# get list of COMIDS\r", "lookup_table", "=", ...	39.367647	0.000729
def parse(self, file_handle): """ parse is the main entry point for an XBRLParser. It takes a file handle. """ xbrl_obj = XBRL() # if no file handle was given create our own if not hasattr(file_handle, 'read'): file_handler = open(file_handle) ...	[ "def", "parse", "(", "self", ",", "file_handle", ")", ":", "xbrl_obj", "=", "XBRL", "(", ")", "# if no file handle was given create our own", "if", "not", "hasattr", "(", "file_handle", ",", "'read'", ")", ":", "file_handler", "=", "open", "(", "file_handle", ...	30.727273	0.001912
def centroid(self): """Returns the envelope centroid as a (x, y) tuple.""" return self.min_x + self.width * 0.5, self.min_y + self.height * 0.5	[ "def", "centroid", "(", "self", ")", ":", "return", "self", ".", "min_x", "+", "self", ".", "width", "", "0.5", ",", "self", ".", "min_y", "+", "self", ".", "height", "", "0.5" ]	52.333333	0.012579
def _lock(self): """Lock the config DB.""" if not self.locked: self.device.cu.lock() self.locked = True	[ "def", "_lock", "(", "self", ")", ":", "if", "not", "self", ".", "locked", ":", "self", ".", "device", ".", "cu", ".", "lock", "(", ")", "self", ".", "locked", "=", "True" ]	27.8	0.013986
def SETNZ(cpu, dest): """ Sets byte if not zero. :param cpu: current CPU. :param dest: destination operand. """ dest.write(Operators.ITEBV(dest.size, cpu.ZF == False, 1, 0))	[ "def", "SETNZ", "(", "cpu", ",", "dest", ")", ":", "dest", ".", "write", "(", "Operators", ".", "ITEBV", "(", "dest", ".", "size", ",", "cpu", ".", "ZF", "==", "False", ",", "1", ",", "0", ")", ")" ]	26.875	0.013514
def precision(self): """Calculates precision :return: Precision of matrix """ true_pos = self.matrix[0][0] false_pos = self.matrix[1][0] return divide(1.0 * true_pos, true_pos + false_pos)	[ "def", "precision", "(", "self", ")", ":", "true_pos", "=", "self", ".", "matrix", "[", "0", "]", "[", "0", "]", "false_pos", "=", "self", ".", "matrix", "[", "1", "]", "[", "0", "]", "return", "divide", "(", "1.0", "*", "true_pos", ",", "true_po...	28.75	0.008439
def dependency_ran(self, test): """Returns an error string if any of the dependencies did not run""" for d in (self.test_name(i) for i in dependencies[test]): if d not in self.ok_results: return "Required test '{}' did not run (does it exist?)".format(d) return None	[ "def", "dependency_ran", "(", "self", ",", "test", ")", ":", "for", "d", "in", "(", "self", ".", "test_name", "(", "i", ")", "for", "i", "in", "dependencies", "[", "test", "]", ")", ":", "if", "d", "not", "in", "self", ".", "ok_results", ":", "re...	52.166667	0.009434
def validate_address(self, address_deets): """Validates a customer address and returns back a collection of address matches.""" request = self._post('addresses/validate', address_deets) return self.responder(request)	[ "def", "validate_address", "(", "self", ",", "address_deets", ")", ":", "request", "=", "self", ".", "_post", "(", "'addresses/validate'", ",", "address_deets", ")", "return", "self", ".", "responder", "(", "request", ")" ]	59.25	0.0125
def repel_text_from_points(x, y, texts, renderer=None, ax=None, expand=(1.2, 1.2), move=False): """ Repel texts from all points specified by x and y while expanding their (texts'!) bounding boxes by expandby (x, y), e.g. (1.2, 1.2) would multiply both width and height by 1.2....	[ "def", "repel_text_from_points", "(", "x", ",", "y", ",", "texts", ",", "renderer", "=", "None", ",", "ax", "=", "None", ",", "expand", "=", "(", "1.2", ",", "1.2", ")", ",", "move", "=", "False", ")", ":", "assert", "len", "(", "x", ")", "==", ...	37.378378	0.001409
def rolling_window(self, dim, window, window_dim, center=False, fill_value=dtypes.NA): """ Make a rolling_window along dim and add a new_dim to the last place. Parameters ---------- dim: str Dimension over which to compute rolling_window ...	[ "def", "rolling_window", "(", "self", ",", "dim", ",", "window", ",", "window_dim", ",", "center", "=", "False", ",", "fill_value", "=", "dtypes", ".", "NA", ")", ":", "if", "fill_value", "is", "dtypes", ".", "NA", ":", "# np.nan is passed", "dtype", ","...	38.06	0.001537
def mangle_package_path(self, files): """Mangle paths for post-UsrMove systems. If the system implements UsrMove, all files will be in '/usr/[s]bin'. This method substitutes all the /[s]bin references in the 'files' list with '/usr/[s]bin'. :param files: the lis...	[ "def", "mangle_package_path", "(", "self", ",", "files", ")", ":", "paths", "=", "[", "]", "def", "transform_path", "(", "path", ")", ":", "# Some packages actually own paths in /bin: in this case,", "# duplicate the path as both the / and /usr version.", "skip_paths", "=",...	36.08	0.00216
def all_joined_units(self): """ A list view of all the units of all relations attached to this :class:`~charms.reactive.endpoints.Endpoint`. This is actually a :class:`~charms.reactive.endpoints.CombinedUnitsView`, so the units will be in order by relation ID and then un...	[ "def", "all_joined_units", "(", "self", ")", ":", "if", "self", ".", "_all_joined_units", "is", "None", ":", "units", "=", "chain", ".", "from_iterable", "(", "rel", ".", "units", "for", "rel", "in", "self", ".", "relations", ")", "self", ".", "_all_join...	51.458333	0.002385
def compact_interval_string(value_list): """Compact a list of integers into a comma-separated string of intervals. Args: value_list: A list of sortable integers such as a list of numbers Returns: A compact string representation, such as "1-5,8,12-15" """ if not value_list: return '' value_li...	[ "def", "compact_interval_string", "(", "value_list", ")", ":", "if", "not", "value_list", ":", "return", "''", "value_list", ".", "sort", "(", ")", "# Start by simply building up a list of separate contiguous intervals", "interval_list", "=", "[", "]", "curr", "=", "[...	25.205882	0.016854
def _gen_file_name(self): ''' Generates a random file name based on self._output_filename_pattern for the output to do file. ''' date = datetime.datetime.now() dt = "{}-{}-{}-{}-{}-{}-{}".format(str(date.year),str(date.month),str(date.day),str(date.hour),str(date.minute),str(date...	[ "def", "_gen_file_name", "(", "self", ")", ":", "date", "=", "datetime", ".", "datetime", ".", "now", "(", ")", "dt", "=", "\"{}-{}-{}-{}-{}-{}-{}\"", ".", "format", "(", "str", "(", "date", ".", "year", ")", ",", "str", "(", "date", ".", "month", ")...	58.285714	0.02657
def get_all(self, paths: Union[str, Sequence[str]]) -> Union[Set[AccessControl], Sequence[Set[AccessControl]]]: """ Gets all the access controls for the entity with the given path. :param path: the path of the entity to find access controls for :return: """	[ "def", "get_all", "(", "self", ",", "paths", ":", "Union", "[", "str", ",", "Sequence", "[", "str", "]", "]", ")", "->", "Union", "[", "Set", "[", "AccessControl", "]", ",", "Sequence", "[", "Set", "[", "AccessControl", "]", "]", "]", ":" ]	48.666667	0.013468
def acquisition_function_withGradients(self, x): """ Returns the acquisition function and its its gradient at x. """ aqu_x = self.acquisition_function(x) aqu_x_grad = self.d_acquisition_function(x) return aqu_x, aqu_x_grad	[ "def", "acquisition_function_withGradients", "(", "self", ",", "x", ")", ":", "aqu_x", "=", "self", ".", "acquisition_function", "(", "x", ")", "aqu_x_grad", "=", "self", ".", "d_acquisition_function", "(", "x", ")", "return", "aqu_x", ",", "aqu_x_grad" ]	38.428571	0.010909
def provider(self, name, history=None): """ Find the provider of the property by I{name}. @param name: The property name. @type name: str @param history: A history of nodes checked to prevent circular hunting. @type history: [L{Properties},..] @return:...	[ "def", "provider", "(", "self", ",", "name", ",", "history", "=", "None", ")", ":", "if", "history", "is", "None", ":", "history", "=", "[", "]", "history", ".", "append", "(", "self", ")", "if", "name", "in", "self", ".", "definitions", ":", "retu...	32.407407	0.00222
def to_timestamp(self, freq=None, how='start'): """ Cast to DatetimeArray/Index. Parameters ---------- freq : string or DateOffset, optional Target frequency. The default is 'D' for week or longer, 'S' otherwise how : {'s', 'e', 'start', 'end'} ...	[ "def", "to_timestamp", "(", "self", ",", "freq", "=", "None", ",", "how", "=", "'start'", ")", ":", "from", "pandas", ".", "core", ".", "arrays", "import", "DatetimeArray", "how", "=", "libperiod", ".", "_validate_end_alias", "(", "how", ")", "end", "=",...	32.775	0.001481
def run(self, h, recalculate=False): """ Run the aggregating algorithm Parameters ---------- h : int How many steps to run the aggregating algorithm on recalculate: boolean Whether to recalculate the predictions or not Returns ...	[ "def", "run", "(", "self", ",", "h", ",", "recalculate", "=", "False", ")", ":", "data", "=", "self", ".", "data", "[", "-", "h", ":", "]", "predictions", "=", "self", ".", "_model_predict_is", "(", "h", ",", "recalculate", "=", "recalculate", ")", ...	43.441176	0.02053
def fromHTML(html, args, kwargs): """ Creates abstraction using HTML :param str html: HTML :return: TreeOfContents object """ source = BeautifulSoup(html, 'html.parser', args, **kwargs) return TOC('[document]', source=source, descendan...	[ "def", "fromHTML", "(", "html", ",", "", "args", ",", "", "", "kwargs", ")", ":", "source", "=", "BeautifulSoup", "(", "html", ",", "'html.parser'", ",", "", "args", ",", "", "", "kwargs", ")", "return", "TOC", "(", "'[document]'", ",", "source...	29.909091	0.011799
def bool(self, var, default=NOTSET): """ :rtype: bool """ return self.get_value(var, cast=bool, default=default)	[ "def", "bool", "(", "self", ",", "var", ",", "default", "=", "NOTSET", ")", ":", "return", "self", ".", "get_value", "(", "var", ",", "cast", "=", "bool", ",", "default", "=", "default", ")" ]	28	0.013889
def complete_english(string): """ >>> complete_english('dont do this') "don't do this" >>> complete_english('doesnt is matched as well') "doesn't is matched as well" """ for x, y in [("dont", "don't"), ("doesnt", "doesn't"), ("wont", "won't"), ...	[ "def", "complete_english", "(", "string", ")", ":", "for", "x", ",", "y", "in", "[", "(", "\"dont\"", ",", "\"don't\"", ")", ",", "(", "\"doesnt\"", ",", "\"doesn't\"", ")", ",", "(", "\"wont\"", ",", "\"won't\"", ")", ",", "(", "\"wasnt\"", ",", "\"...	29.615385	0.010076
def get_user(self, username): """ Get the user details from MAM. """ cmd = ["glsuser", "-u", username, "--raw"] results = self._read_output(cmd) if len(results) == 0: return None elif len(results) > 1: logger.error( "Command returned multi...	[ "def", "get_user", "(", "self", ",", "username", ")", ":", "cmd", "=", "[", "\"glsuser\"", ",", "\"-u\"", ",", "username", ",", "\"--raw\"", "]", "results", "=", "self", ".", "_read_output", "(", "cmd", ")", "if", "len", "(", "results", ")", "==", "0...	35.666667	0.002275
def delete_edge(self, vertex1, vertex2, multicolor, key=None): """ Creates a new :class:`bg.edge.BGEdge` instance from supplied information and deletes it from a perspective of multi-color substitution. If unique identifier ``key`` is not provided, most similar (from perspective of :meth:`bg.multicolor.Multicol...	[ "def", "delete_edge", "(", "self", ",", "vertex1", ",", "vertex2", ",", "multicolor", ",", "key", "=", "None", ")", ":", "self", ".", "__delete_bgedge", "(", "bgedge", "=", "BGEdge", "(", "vertex1", "=", "vertex1", ",", "vertex2", "=", "vertex2", ",", ...	82.9375	0.008197
def main(): """ Main function. """ msg = '' try: songs = parse_argv() if not songs: msg = 'No songs specified' except ValueError as error: msg = str(error) if msg: logger.error('%s: Error: %s', sys.argv[0], msg) return 1 logger.debug('...	[ "def", "main", "(", ")", ":", "msg", "=", "''", "try", ":", "songs", "=", "parse_argv", "(", ")", "if", "not", "songs", ":", "msg", "=", "'No songs specified'", "except", "ValueError", "as", "error", ":", "msg", "=", "str", "(", "error", ")", "if", ...	19.130435	0.002165
def set_address(self, address): """ Set the address. :param address: """ self._query_params += str(QueryParam.ADVANCED) + str(QueryParam.ADDRESS) + address.replace(" ", "+").lower()	[ "def", "set_address", "(", "self", ",", "address", ")", ":", "self", ".", "_query_params", "+=", "str", "(", "QueryParam", ".", "ADVANCED", ")", "+", "str", "(", "QueryParam", ".", "ADDRESS", ")", "+", "address", ".", "replace", "(", "\" \"", ",", "\"+...	36	0.013575
def get_website_endpoint(self): """ Returns the fully qualified hostname to use is you want to access this bucket as a website. This doesn't validate whether the bucket has been correctly configured as a website or not. """ l = [self.name] l.append(S3WebsiteEndpo...	[ "def", "get_website_endpoint", "(", "self", ")", ":", "l", "=", "[", "self", ".", "name", "]", "l", ".", "append", "(", "S3WebsiteEndpointTranslate", ".", "translate_region", "(", "self", ".", "get_location", "(", ")", ")", ")", "l", ".", "append", "(", ...	45.4	0.008639
def callback_show_timeseries(internal_state_string, state_uid, **kwargs): 'Build a timeseries from the internal state' cache_key = _get_cache_key(state_uid) state = cache.get(cache_key) # If nothing in cache, prepopulate if not state: state = {} colour_series = {} colors = {'red'...	[ "def", "callback_show_timeseries", "(", "internal_state_string", ",", "state_uid", ",", "", "", "kwargs", ")", ":", "cache_key", "=", "_get_cache_key", "(", "state_uid", ")", "state", "=", "cache", ".", "get", "(", "cache_key", ")", "# If nothing in cache, prepo...	33.25641	0.009738
def add_content(self, text=None, *markdown_files): """add the content of the file(s) (or the text in string) in HTML body""" for markdown_file in markdown_files: self.markdown_text += self._text_file(markdown_file) if text: self.markdown_text += text	[ "def", "add_content", "(", "self", ",", "text", "=", "None", ",", "*", "markdown_files", ")", ":", "for", "markdown_file", "in", "markdown_files", ":", "self", ".", "markdown_text", "+=", "self", ".", "_text_file", "(", "markdown_file", ")", "if", "text", ...	41.857143	0.010033

def dict_to_numpy_dict(obj_dict): """ Convert a dictionary of lists into a dictionary of numpy arrays """ return {key: np.asarray(value) if value is not None else None for key, value in obj_dict.items()}

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43

0.009132

def gen_timeout_resend(attempts): """Generate the time in seconds in which DHCPDISCOVER wil be retransmited. [:rfc:`2131#section-3.1`]:: might retransmit the DHCPREQUEST message four times, for a total delay of 60 seconds [:rfc:`2131#section-4.1`]:: For example, in a 10Mb/sec Eth...

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43.8

0.000894

def select_copula(cls, X): """Select best copula function based on likelihood. Args: X: 2-dimensional `np.ndarray` Returns: tuple: `tuple(CopulaType, float)` best fit and model param. """ frank = Bivariate(CopulaTypes.FRANK) frank.fit(X) ...

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32.58

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def parse(readDataInstance): """ Returns a new L{OptionalHeader} object. @type readDataInstance: L{ReadData} @param readDataInstance: A L{ReadData} object with data to be parsed as a L{OptionalHeader} object. @rtype: L{OptionalHeader} @return: A new L{Op...

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def _parse_configs(self, config): """Builds a dict with information to connect to Clusters. Parses the list of configuration dictionaries passed by the user and builds an internal dict (_clusters) that holds information for creating Clients connecting to Clusters and matching database n...

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def strip(self): """Remove rollbacks, rollforwards, and all non-current files. When distributing a refpkg, you probably want to distribute as small a one as possible. strip removes everything from the refpkg which is not relevant to its current state. """ self._sync_fro...

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def getVersion(): """ Get version from local file. """ with open(os.path.join(REPO_DIR, "VERSION"), "r") as versionFile: return versionFile.read().strip()

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def p_scalar__literal(self, p): """ scalar : B_LITERAL_START scalar_group B_LITERAL_END """ scalar_group = ''.join(p[2]) p[0] = ScalarDispatch('%s\n' % dedent(scalar_group).replace('\n\n\n', '\n'), cast='str')

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def _read_date(settings_file): """Get the data from the settings.xml file Parameters ---------- settings_file : Path path to settings.xml inside open-ephys folder Returns ------- datetime start time of the recordings Notes ----- The start time is present in the...

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def Rzderiv(self,R,Z,phi=0.,t=0.): """ NAME: Rzderiv PURPOSE: evaluate the mixed R,z derivative INPUT: R - Galactocentric radius (can be Quantity) Z - vertical height (can be Quantity) phi - Galactocentric azimuth (can be Quan...

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def _save_table(self, raw=False, cls=None, force_insert=None, force_update=None, using=None, update_fields=None): """ Saves the current instance. """ # Connection aliasing connection = connections[using] create = bool(force_insert or not self.dn) # Prepare field...

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def convert_shaders(convert, shaders): """ Modify shading code so that we can write code once and make it run "everywhere". """ # New version of the shaders out = [] if convert == 'es2': for isfragment, shader in enumerate(shaders): has_version = False has_prec...

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def startup(self): """Startup the ec2 instance """ import boto.ec2 if not self.browser_config.get('launch'): self.warning_log("Skipping launch") return True self.info_log("Starting up") instance = None try: # KEY NAME ...

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def _run(self): """The inside of ``run``'s infinite loop. Separated out so it can be properly unit tested. """ tup = self.read_tuple() self._current_tups = [tup] if self.is_heartbeat(tup): self.send_message({"command": "sync"}) elif self.is_tick(tup):...

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def getAnalogType(self,num): """ Returns the type of the channel 'num' based on its unit stored in the Comtrade header file. Returns 'V' for a voltage channel and 'I' for a current channel. """ listidx = self.An.index(num) unit = self.uu[listidx] ...

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def cmp_regs(cpu, should_print=False): """ Compare registers from a remote gdb session to current mcore. :param manticore.core.cpu Cpu: Current cpu :param bool should_print: Whether to print values to stdout :return: Whether or not any differences were detected :rtype: bool """ differin...

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def traversals(edges, mode='bfs'): """ Given an edge list, generate a sequence of ordered depth first search traversals, using scipy.csgraph routines. Parameters ------------ edges : (n,2) int, undirected edges of a graph mode : str, 'bfs', or 'dfs' Returns ----------- travers...

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29.054545

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def guestfs_conn_ro(disk): """ Open a GuestFS handle and add `disk` in read only mode. Args: disk(disk path): Path to the disk. Yields: guestfs.GuestFS: Open GuestFS handle Raises: :exc:`GuestFSError`: On any guestfs operation failure """ disk_path = os.path.expan...

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def collapse(self): """Collapse a private message or modmail.""" url = self.reddit_session.config['collapse_message'] self.reddit_session.request_json(url, data={'id': self.name})

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def getLabel(self,form): """A label can be a string, dict (lookup by name) or a callable (passed the form).""" return specialInterpretValue(self.label,self.name,form=form)

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61.666667

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def business_rule_notification_is_blocked(self, hosts, services): # pylint: disable=too-many-locals """Process business rule notifications behaviour. If all problems have been acknowledged, no notifications should be sent if state is not OK. By default, downtimes are ignored, unless expl...

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50.305556

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def data_properties(data, mask=None, background=None): """ Calculate the morphological properties (and centroid) of a 2D array (e.g. an image cutout of an object) using image moments. Parameters ---------- data : array_like or `~astropy.units.Quantity` The 2D array of the image. ma...

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40.722222

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def get(self, show=True, proxy=None, timeout=0): """ Make Mediawiki, RESTBase, and Wikidata requests for page data some sequence of: - get_parse() - get_query() - get_restbase() - get_wikidata() """ wikibase = self.params.get('wikibase') i...

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def local_incoming_hook(handler=None, coro=None): """add a callback to run every time a greenlet is about to be switched to :param handler: the callback function, must be a function taking 2 arguments: - an integer indicating whether it is being called as an incoming (1) hook or an o...

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def _match_transition(self, transition): """Checks whether a given Transition matches self.names.""" return (self.names == '*' or transition in self.names or transition.name in self.names)

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46.4

0.008475

def get_counter(self, counter_name, default=0): """Get the value of the named counter from this job. When a job is running, counter values won't be very accurate. Args: counter_name: name of the counter in string. default: default value if the counter doesn't exist. Returns: Value i...

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30.785714

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def _decode_quadratic_biases(quadratic_string, edgelist): """Inverse of _serialize_quadratic_biases Args: quadratic_string (str) : base 64 encoded string of little endian 8 byte floats, one for each of the edges. edgelist (list): a list of edges of the form [(node1, node2), ...]. ...

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def get_as_string_with_default(self, index, default_value): """ Converts array element into a string or returns default value if conversion is not possible. :param index: an index of element to get. :param default_value: the default value :return: string value ot the element o...

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def sendFMS_same(self, CorpNum, PlusFriendID, Sender, Content, AltContent, AltSendType, SndDT, FilePath, ImageURL, KakaoMessages, KakaoButtons, AdsYN=False, UserID=None, RequestNum=None): """ 친구톡 이미지 대량 전송 :param CorpNum: 팝빌회원 사업자번호 :param PlusFriendID: 플러스친구 아이디 ...

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def extract_lookups(value): """Recursively extracts any stack lookups within the data structure. Args: value (one of str, list, dict): a structure that contains lookups to output values Returns: list: list of lookups if any """ lookups = set() if isinstance(value, ...

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def read(self, size:int=None): """ :param size: number of characters to read from the buffer :return: string that has been read from the buffer """ if size: result = self._buffer[0:size] self._buffer = self._buffer[size:] return result ...

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def set_input(self, input_id): """Send Input command.""" req_url = ENDPOINTS["setInput"].format(self.ip_address, self.zone_id) params = {"input": input_id} return request(req_url, params=params)

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def list_queues(region, opts=None, user=None): ''' List the queues in the selected region. region Region to list SQS queues for opts : None Any additional options to add to the command line user : None Run hg as a user other than what the minion runs as CLI Example: ...

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def avail_images(conn=None, call=None): ''' List available images for Azure ''' if call == 'action': raise SaltCloudSystemExit( 'The avail_images function must be called with ' '-f or --function, or with the --list-images option' ) if not conn: conn =...

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def sparse_to_matrix(sparse): """ Take a sparse (n,3) list of integer indexes of filled cells, turn it into a dense (m,o,p) matrix. Parameters ----------- sparse: (n,3) int, index of filled cells Returns ------------ dense: (m,o,p) bool, matrix of filled cells """ sparse =...

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def msg_curse(self, args=None, max_width=None): """Return the dict to display in the curse interface.""" # Init the return message ret = [] # Only process if stats exist and display plugin enable... if args.disable_process: msg = "PROCESSES DISABLED (press 'z' to dis...

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def add_number_mapping_from_dict(self, abi, mapping): """ Batch-associate syscall numbers with names of functions present in the underlying SimLibrary :param abi: The abi for which this mapping applies :param mapping: A dict mapping syscall numbers to function names """ ...

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def walk(p, mode='all', **kw): """Wrapper for `os.walk`, yielding `Path` objects. :param p: root of the directory tree to walk. :param mode: 'all|dirs|files', defaulting to 'all'. :param kw: Keyword arguments are passed to `os.walk`. :return: Generator for the requested Path objects. """ fo...

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def _create_genome_builds(self): """ Various resources will map variations to either UCSC (hg*) or to NCBI assemblies. Here we create the equivalences between them. Data taken from: https://genome.ucsc.edu/FAQ/FAQreleases.html#release1 :return: """ # TO...

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def set_elem(elem_ref, elem): """ Sets element referenced by the elem_ref. Returns the elem. :param elem_ref: :param elem: :return: """ if elem_ref is None or elem_ref == elem or not is_elem_ref(elem_ref): return elem elif elem_ref[0] == ElemRefObj: setattr(elem_ref[1],...

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def _add_to_ref(self, rec_curr, line, lnum): """Add new fields to the current reference.""" # Written by DV Klopfenstein # Examples of record lines containing ':' include: # id: GO:0000002 # name: mitochondrial genome maintenance # namespace: biological_process ...

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def transformer_tall_pretrain_lm_tpu_adafactor_large(): """Hparams for transformer on LM pretraining on TPU, large model.""" hparams = transformer_tall_pretrain_lm_tpu_adafactor() hparams.hidden_size = 1024 hparams.num_heads = 16 hparams.filter_size = 32768 # max fitting in 16G memory is 49152, batch 2 hpa...

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def simOnePrd(self): ''' Simulate one period of the fashion victom model for this type. Each agent receives an idiosyncratic preference shock and chooses whether to change styles (using the optimal decision rule). Parameters ---------- none Returns ...

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def _is_numeric_data(self, data_type): """Private method for testing text data types.""" dt = DATA_TYPES[data_type] if dt['min'] and dt['max']: if type(self.data) is dt['type'] and dt['min'] < self.data < dt['max']: self.type = data_type.upper() self.l...

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def location_list(arg): """Joins a list of locations into a pipe separated string, handling the various formats supported for lat/lng values. For example: p = [{"lat" : -33.867486, "lng" : 151.206990}, "Sydney"] convert.waypoint(p) # '-33.867486,151.206990|Sydney' :param arg: The lat/lng l...

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def hit_count(self, request, hitcount): """ Called with a HttpRequest and HitCount object it will return a namedtuple: UpdateHitCountResponse(hit_counted=Boolean, hit_message='Message'). `hit_counted` will be True if the hit was counted and False if it was not. `'hit_m...

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def download_image(self, device_label, image_id, file_name): """ Download image taken by a smartcam Args: device_label (str): device label of camera image_id (str): image id from image series file_name (str): path to file """ response = None t...

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def delete_external_account(resource_root, name): """ Delete an external account by name @param resource_root: The root Resource object. @param name: Account name @return: The deleted ApiExternalAccount object """ return call(resource_root.delete, EXTERNAL_ACCOUNT_FETCH_PATH % ("delete", name,), ...

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def assign(self, partitions): """Manually assign a list of TopicPartitions to this consumer. Arguments: partitions (list of TopicPartition): Assignment for this instance. Raises: IllegalStateError: If consumer has already called :meth:`~kafka.KafkaConsumer.s...

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def _ps_extract_pid(self, line): """ Extract PID and parent PID from an output line from the PS command """ this_pid = self.regex['pid'].sub(r'\g<1>', line) this_parent = self.regex['parent'].sub(r'\g<1>', line) # Return the main / parent PIDs return this...

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def crud_handler(Model, name=None, **kwds): """ This action handler factory reaturns an action handler that responds to actions with CRUD types (following nautilus conventions) and performs the necessary mutation on the model's database. Args: Model (nautilus.BaseModel):...

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def analyze(self): """Return a list giving the parameters required by a query.""" class MockBindings(dict): def __contains__(self, key): self[key] = None return True bindings = MockBindings() used = {} ancestor = self.ancestor if isinstance(ancestor, ParameterizedThing): ...

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def is_processing(self, taskid): ''' return True if taskid is in processing ''' return taskid in self.processing and self.processing[taskid].taskid

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def days_to_liquidate_positions(positions, market_data, max_bar_consumption=0.2, capital_base=1e6, mean_volume_window=5): """ Compute the number of days that would have been required to fully liquidate each posit...

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def _authenticate_user(self, user, password): """ Returns the response of authenticating with the given user and password. """ headers = self._get_headers() params = { 'username': user, 'password': password, 'grant_type': 'p...

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def manipulate(self, stored_instance, component_instance): """ Manipulates the component instance :param stored_instance: The iPOPO component StoredInstance :param component_instance: The component instance """ # Store the stored instance self._ipopo_instance = s...

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def _broadcast_arithmetic(op): """Return ``op(self, other)`` with broadcasting. Parameters ---------- op : string Name of the operator, e.g. ``'__add__'``. Returns ------- broadcast_arithmetic_op : function Function intended to be used as a method for `ProductSpaceVector` ...

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def find_matching(cls, path, patterns): """Yield all matching patterns for path.""" for pattern in patterns: if pattern.match(path): yield pattern

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def _driz_cr(sciImage, virtual_outputs, paramDict): """mask blemishes in dithered data by comparison of an image with a model image and the derivative of the model image. - ``sciImage`` is an imageObject which contains the science data - ``blotImage`` is inferred from the ``sciImage`` object here which...

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def guess_header(array, name=''): """Guess the array header information. Returns a header dict, with class, data type, and size information. """ header = {} if isinstance(array, Sequence) and len(array) == 1: # sequence with only one element, squeeze the array array = array[0] ...

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def optimize(self, constraints: ConstraintSet, x: BitVec, goal: str, M=10000): """ Iteratively finds the maximum or minimum value for the operation (Normally Operators.UGT or Operators.ULT) :param constraints: constraints to take into account :param x: a symbol or expression ...

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def add_action(self, action, sub_menu='Advanced'): """ Adds an action to the editor's context menu. :param action: QAction to add to the context menu. :param sub_menu: The name of a sub menu where to put the action. 'Advanced' by default. If None or empty, the action will be...

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def sed_conversion(energy, model_unit, sed): """ Manage conversion between differential spectrum and SED """ model_pt = model_unit.physical_type ones = np.ones(energy.shape) if sed: # SED f_unit = u.Unit("erg/s") if model_pt == "power" or model_pt == "flux" or model_pt...

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def get_parameter_limits(xval, loglike, cl_limit=0.95, cl_err=0.68269, tol=1E-2, bounds=None): """Compute upper/lower limits, peak position, and 1-sigma errors from a 1-D likelihood function. This function uses the delta-loglikelihood method to evaluate parameter limits by sear...

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def read_url(url): """Reads given URL as JSON and returns data as loaded python object.""" logging.debug('reading {url} ...'.format(url=url)) token = os.environ.get("BOKEH_GITHUB_API_TOKEN") headers = {} if token: headers['Authorization'] = 'token %s' % token request = Request(url, heade...

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def create(vm_): ''' To create a single VM in the VMware environment. Sample profile and arguments that can be specified in it can be found :ref:`here. <vmware-cloud-profile>` CLI Example: .. code-block:: bash salt-cloud -p vmware-centos6.5 vmname ''' try: # Check for...

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def template(*args, **kwargs): """ Get a rendered template as a string iterator. You can use a name, a filename or a template string as first parameter. Template rendering arguments can be passed as dictionaries or directly (as keyword arguments). """ tpl = args[0] if args else None for ...

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def filesizeformat(bytes, sep=' '): """ Formats the value like a 'human-readable' file size (i.e. 13 KB, 4.1 MB, 102 B, 2.3 GB etc). Grabbed from Django (http://www.djangoproject.com), slightly modified. :param bytes: size in bytes (as integer) :param sep: string separator between number and a...

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def math_to_image(s, filename_or_obj, prop=None, dpi=None, format=None): """ Given a math expression, renders it in a closely-clipped bounding box to an image file. *s* A math expression. The math portion should be enclosed in dollar signs. *filename_or_obj* A filepath or wri...

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def terminate_all(self): """ Terminate all currently running tasks. """ logger.info('Job {0} terminating all currently running tasks'.format(self.name)) for task in self.tasks.itervalues(): if task.started_at and not task.completed_at: task.terminate()

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def show(self, idx): """ Print the instruction """ print(self.get_name() + " " + self.get_output(idx), end=' ')

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def _write_lat_lon(data_out_nc, rivid_lat_lon_z_file): """Add latitude and longitude each netCDF feature Lookup table is a CSV file with rivid, Lat, Lon, columns. Columns must be in that order and these must be the first three columns. """ # only add if user adds ...

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def parse(self, file_handle): """ parse is the main entry point for an XBRLParser. It takes a file handle. """ xbrl_obj = XBRL() # if no file handle was given create our own if not hasattr(file_handle, 'read'): file_handler = open(file_handle) ...

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def centroid(self): """Returns the envelope centroid as a (x, y) tuple.""" return self.min_x + self.width * 0.5, self.min_y + self.height * 0.5

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def _lock(self): """Lock the config DB.""" if not self.locked: self.device.cu.lock() self.locked = True

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def SETNZ(cpu, dest): """ Sets byte if not zero. :param cpu: current CPU. :param dest: destination operand. """ dest.write(Operators.ITEBV(dest.size, cpu.ZF == False, 1, 0))

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def precision(self): """Calculates precision :return: Precision of matrix """ true_pos = self.matrix[0][0] false_pos = self.matrix[1][0] return divide(1.0 * true_pos, true_pos + false_pos)

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def dependency_ran(self, test): """Returns an error string if any of the dependencies did not run""" for d in (self.test_name(i) for i in dependencies[test]): if d not in self.ok_results: return "Required test '{}' did not run (does it exist?)".format(d) return None

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def validate_address(self, address_deets): """Validates a customer address and returns back a collection of address matches.""" request = self._post('addresses/validate', address_deets) return self.responder(request)

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def repel_text_from_points(x, y, texts, renderer=None, ax=None, expand=(1.2, 1.2), move=False): """ Repel texts from all points specified by x and y while expanding their (texts'!) bounding boxes by expandby (x, y), e.g. (1.2, 1.2) would multiply both width and height by 1.2....

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def rolling_window(self, dim, window, window_dim, center=False, fill_value=dtypes.NA): """ Make a rolling_window along dim and add a new_dim to the last place. Parameters ---------- dim: str Dimension over which to compute rolling_window ...

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def mangle_package_path(self, files): """Mangle paths for post-UsrMove systems. If the system implements UsrMove, all files will be in '/usr/[s]bin'. This method substitutes all the /[s]bin references in the 'files' list with '/usr/[s]bin'. :param files: the lis...

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def all_joined_units(self): """ A list view of all the units of all relations attached to this :class:`~charms.reactive.endpoints.Endpoint`. This is actually a :class:`~charms.reactive.endpoints.CombinedUnitsView`, so the units will be in order by relation ID and then un...

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def compact_interval_string(value_list): """Compact a list of integers into a comma-separated string of intervals. Args: value_list: A list of sortable integers such as a list of numbers Returns: A compact string representation, such as "1-5,8,12-15" """ if not value_list: return '' value_li...

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def _gen_file_name(self): ''' Generates a random file name based on self._output_filename_pattern for the output to do file. ''' date = datetime.datetime.now() dt = "{}-{}-{}-{}-{}-{}-{}".format(str(date.year),str(date.month),str(date.day),str(date.hour),str(date.minute),str(date...

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def get_all(self, paths: Union[str, Sequence[str]]) -> Union[Set[AccessControl], Sequence[Set[AccessControl]]]: """ Gets all the access controls for the entity with the given path. :param path: the path of the entity to find access controls for :return: """

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def acquisition_function_withGradients(self, x): """ Returns the acquisition function and its its gradient at x. """ aqu_x = self.acquisition_function(x) aqu_x_grad = self.d_acquisition_function(x) return aqu_x, aqu_x_grad

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def provider(self, name, history=None): """ Find the provider of the property by I{name}. @param name: The property name. @type name: str @param history: A history of nodes checked to prevent circular hunting. @type history: [L{Properties},..] @return:...

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def to_timestamp(self, freq=None, how='start'): """ Cast to DatetimeArray/Index. Parameters ---------- freq : string or DateOffset, optional Target frequency. The default is 'D' for week or longer, 'S' otherwise how : {'s', 'e', 'start', 'end'} ...

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def run(self, h, recalculate=False): """ Run the aggregating algorithm Parameters ---------- h : int How many steps to run the aggregating algorithm on recalculate: boolean Whether to recalculate the predictions or not Returns ...

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def fromHTML(html, *args, **kwargs): """ Creates abstraction using HTML :param str html: HTML :return: TreeOfContents object """ source = BeautifulSoup(html, 'html.parser', *args, **kwargs) return TOC('[document]', source=source, descendan...

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def bool(self, var, default=NOTSET): """ :rtype: bool """ return self.get_value(var, cast=bool, default=default)

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def complete_english(string): """ >>> complete_english('dont do this') "don't do this" >>> complete_english('doesnt is matched as well') "doesn't is matched as well" """ for x, y in [("dont", "don't"), ("doesnt", "doesn't"), ("wont", "won't"), ...

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def get_user(self, username): """ Get the user details from MAM. """ cmd = ["glsuser", "-u", username, "--raw"] results = self._read_output(cmd) if len(results) == 0: return None elif len(results) > 1: logger.error( "Command returned multi...

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def delete_edge(self, vertex1, vertex2, multicolor, key=None): """ Creates a new :class:`bg.edge.BGEdge` instance from supplied information and deletes it from a perspective of multi-color substitution. If unique identifier ``key`` is not provided, most similar (from perspective of :meth:`bg.multicolor.Multicol...

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def main(): """ Main function. """ msg = '' try: songs = parse_argv() if not songs: msg = 'No songs specified' except ValueError as error: msg = str(error) if msg: logger.error('%s: Error: %s', sys.argv[0], msg) return 1 logger.debug('...

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def set_address(self, address): """ Set the address. :param address: """ self._query_params += str(QueryParam.ADVANCED) + str(QueryParam.ADDRESS) + address.replace(" ", "+").lower()

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def get_website_endpoint(self): """ Returns the fully qualified hostname to use is you want to access this bucket as a website. This doesn't validate whether the bucket has been correctly configured as a website or not. """ l = [self.name] l.append(S3WebsiteEndpo...

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def callback_show_timeseries(internal_state_string, state_uid, **kwargs): 'Build a timeseries from the internal state' cache_key = _get_cache_key(state_uid) state = cache.get(cache_key) # If nothing in cache, prepopulate if not state: state = {} colour_series = {} colors = {'red'...

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def add_content(self, text=None, *markdown_files): """add the content of the file(s) (or the text in string) in HTML body""" for markdown_file in markdown_files: self.markdown_text += self._text_file(markdown_file) if text: self.markdown_text += text

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