kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
async def get_cred_def_id(self): """ Get the ledger ID of the object Example: source_id = 'foobar123' schema_name = 'Schema Name' payment_handle = 0 credential_def1 = await CredentialDef.create(source_id, name, schema_id, payment_handle) assert await cred...	[ "async", "def", "get_cred_def_id", "(", "self", ")", ":", "cb", "=", "create_cb", "(", "CFUNCTYPE", "(", "None", ",", "c_uint32", ",", "c_uint32", ",", "c_char_p", ")", ")", "c_handle", "=", "c_uint32", "(", "self", ".", "handle", ")", "cred_def_id", "="...	40.3125	18.8125
def cgnr_prolongation_smoothing(A, T, B, BtBinv, Sparsity_Pattern, maxiter, tol, weighting='local', Cpt_params=None): """Use CGNR to smooth T by solving A T = 0, subject to nullspace and sparsity constraints. Parameters ---------- A : csr_matrix, bsr_matrix SPD s...	[ "def", "cgnr_prolongation_smoothing", "(", "A", ",", "T", ",", "B", ",", "BtBinv", ",", "Sparsity_Pattern", ",", "maxiter", ",", "tol", ",", "weighting", "=", "'local'", ",", "Cpt_params", "=", "None", ")", ":", "# For non-SPD system, apply CG on Normal Equations ...	38.412791	22.325581
def transport_connected(self): """Called when transport has been connected. Send the stream head if initiator. """ with self.lock: if self.initiator: if self._output_state is None: self._initiate()	[ "def", "transport_connected", "(", "self", ")", ":", "with", "self", ".", "lock", ":", "if", "self", ".", "initiator", ":", "if", "self", ".", "_output_state", "is", "None", ":", "self", ".", "_initiate", "(", ")" ]	30	9.888889
def usage_palette(parser): """Show usage and available palettes.""" parser.print_usage() print('') print('available palettes:') for palette in sorted(PALETTE): print(' %-12s' % (palette,)) return 0	[ "def", "usage_palette", "(", "parser", ")", ":", "parser", ".", "print_usage", "(", ")", "print", "(", "''", ")", "print", "(", "'available palettes:'", ")", "for", "palette", "in", "sorted", "(", "PALETTE", ")", ":", "print", "(", "' %-12s'", "%", "(...	25	15.444444
def _store_documentation(self, path, html, overwrite, quiet): """ Stores all documents on the file system. Target location is path. File name is the lowercase name of the document + .rst. """ echo("Storing groundwork application documents\n") echo("Application: %s" ...	[ "def", "_store_documentation", "(", "self", ",", "path", ",", "html", ",", "overwrite", ",", "quiet", ")", ":", "echo", "(", "\"Storing groundwork application documents\\n\"", ")", "echo", "(", "\"Application: %s\"", "%", "self", ".", "app", ".", "name", ")", ...	36.769231	21.261538
def load_plugins(self, plugin_class_name): """ load all available plugins :param plugin_class_name: str, name of plugin class (e.g. 'PreBuildPlugin') :return: dict, bindings for plugins of the plugin_class_name class """ # imp.findmodule('atomic_reactor') doesn't work ...	[ "def", "load_plugins", "(", "self", ",", "plugin_class_name", ")", ":", "# imp.findmodule('atomic_reactor') doesn't work", "plugins_dir", "=", "os", ".", "path", ".", "join", "(", "os", ".", "path", ".", "dirname", "(", "__file__", ")", ",", "'plugins'", ")", ...	48.347826	18.826087
def _getSmallestDifference(inputList, targetVal): ''' Returns the value in inputList that is closest to targetVal Iteratively splits the dataset in two, so it should be pretty fast ''' targetList = inputList[:] retVal = None while True: # If we're down to one value, stop iterati...	[ "def", "_getSmallestDifference", "(", "inputList", ",", "targetVal", ")", ":", "targetList", "=", "inputList", "[", ":", "]", "retVal", "=", "None", "while", "True", ":", "# If we're down to one value, stop iterating", "if", "len", "(", "targetList", ")", "==", ...	30.818182	17.787879
def get_top_tracks(self, limit=None, cacheable=True): """Returns the most played tracks as a sequence of TopItem objects.""" params = {} if limit: params["limit"] = limit doc = _Request(self, "chart.getTopTracks", params).execute(cacheable) seq = [] for nod...	[ "def", "get_top_tracks", "(", "self", ",", "limit", "=", "None", ",", "cacheable", "=", "True", ")", ":", "params", "=", "{", "}", "if", "limit", ":", "params", "[", "\"limit\"", "]", "=", "limit", "doc", "=", "_Request", "(", "self", ",", "\"chart.g...	33.555556	19.777778
def set_precision(cls, precision): """Set the number of decimal places used to report percentages.""" assert 0 <= precision < 10 cls._precision = precision cls._near0 = 1.0 / 10**precision cls._near100 = 100.0 - cls._near0	[ "def", "set_precision", "(", "cls", ",", "precision", ")", ":", "assert", "0", "<=", "precision", "<", "10", "cls", ".", "_precision", "=", "precision", "cls", ".", "_near0", "=", "1.0", "/", "10", "**", "precision", "cls", ".", "_near100", "=", "100.0...	42.833333	3.166667
def run(self): """Compile libfaketime.""" if sys.platform == "linux" or sys.platform == "linux2": libname = 'libfaketime.so.1' libnamemt = 'libfaketimeMT.so.1' elif sys.platform == "darwin": libname = 'libfaketime.1.dylib' libnamemt = 'libfaketimeM...	[ "def", "run", "(", "self", ")", ":", "if", "sys", ".", "platform", "==", "\"linux\"", "or", "sys", ".", "platform", "==", "\"linux2\"", ":", "libname", "=", "'libfaketime.so.1'", "libnamemt", "=", "'libfaketimeMT.so.1'", "elif", "sys", ".", "platform", "==",...	36.591837	19.040816
def fetch_album(self, album_id, terr=KKBOXTerritory.TAIWAN): ''' Fetches an album by given ID. :param album_id: the album ID. :type album_id: str :param terr: the current territory. :return: API response. :rtype: dict See `https://docs-en.kkbox.codes/v1....	[ "def", "fetch_album", "(", "self", ",", "album_id", ",", "terr", "=", "KKBOXTerritory", ".", "TAIWAN", ")", ":", "url", "=", "'https://api.kkbox.com/v1.1/albums/%s'", "%", "album_id", "url", "+=", "'?'", "+", "url_parse", ".", "urlencode", "(", "{", "'territor...	37.333333	22.133333
def getBucketInfo(self, buckets): """See the function description in base.py""" return [EncoderResult(value=0, scalar=0, encoding=numpy.zeros(self.n))]	[ "def", "getBucketInfo", "(", "self", ",", "buckets", ")", ":", "return", "[", "EncoderResult", "(", "value", "=", "0", ",", "scalar", "=", "0", ",", "encoding", "=", "numpy", ".", "zeros", "(", "self", ".", "n", ")", ")", "]" ]	52.333333	14
def create_instance(self, nova, image_name, instance_name, flavor): """Create the specified instance.""" self.log.debug('Creating instance ' '({}\|{}\|{})'.format(instance_name, image_name, flavor)) image = nova.glance.find_image(image_name) flavor = nova.flavors.fin...	[ "def", "create_instance", "(", "self", ",", "nova", ",", "image_name", ",", "instance_name", ",", "flavor", ")", ":", "self", ".", "log", ".", "debug", "(", "'Creating instance '", "'({}\|{}\|{})'", ".", "format", "(", "instance_name", ",", "image_name", ",", ...	38.347826	18.347826
def sasutil(self) -> 'SASutil': """ This methods creates a SASutil object which you can use to run various analytics. See the sasutil.py module. :return: sasutil object """ if not self._loaded_macros: self._loadmacros() self._loaded_macros = True ...	[ "def", "sasutil", "(", "self", ")", "->", "'SASutil'", ":", "if", "not", "self", ".", "_loaded_macros", ":", "self", ".", "_loadmacros", "(", ")", "self", ".", "_loaded_macros", "=", "True", "return", "SASutil", "(", "self", ")" ]	28.166667	15.166667
def verify_signature(self, addr): """ Given an address, verify whether or not it was signed by it """ return verify(virtualchain.address_reencode(addr), self.get_plaintext_to_sign(), self.sig)	[ "def", "verify_signature", "(", "self", ",", "addr", ")", ":", "return", "verify", "(", "virtualchain", ".", "address_reencode", "(", "addr", ")", ",", "self", ".", "get_plaintext_to_sign", "(", ")", ",", "self", ".", "sig", ")" ]	44	18.4
def _ordered_keys(dict_): """ :param dict_: dict of OrderedDict to be processed :return: list of str of keys in the original order or in alphabetical order """ return isinstance(dict_, OrderedDict) and dict_.keys() or \ dict_ and sorted(dict_.keys()) or...	[ "def", "_ordered_keys", "(", "dict_", ")", ":", "return", "isinstance", "(", "dict_", ",", "OrderedDict", ")", "and", "dict_", ".", "keys", "(", ")", "or", "dict_", "and", "sorted", "(", "dict_", ".", "keys", "(", ")", ")", "or", "[", "]" ]	39.5	11.5
def closenessScores(self, expValues, actValues, fractional=True): """ See the function description in base.py """ # Compute the percent error in log space if expValues[0] > 0: expValue = math.log10(expValues[0]) else: expValue = self.minScaledValue if actValues [0] > 0: ...	[ "def", "closenessScores", "(", "self", ",", "expValues", ",", "actValues", ",", "fractional", "=", "True", ")", ":", "# Compute the percent error in log space", "if", "expValues", "[", "0", "]", ">", "0", ":", "expValue", "=", "math", ".", "log10", "(", "exp...	27.862069	16.275862
def connect_mysql(host, port, user, password, database): """Connect to MySQL with retries.""" return pymysql.connect( host=host, port=port, user=user, passwd=password, db=database )	[ "def", "connect_mysql", "(", "host", ",", "port", ",", "user", ",", "password", ",", "database", ")", ":", "return", "pymysql", ".", "connect", "(", "host", "=", "host", ",", "port", "=", "port", ",", "user", "=", "user", ",", "passwd", "=", "passwor...	30.142857	14.428571
def _generatePermEncoderStr(options, encoderDict): """ Generate the string that defines the permutations to apply for a given encoder. Parameters: ----------------------------------------------------------------------- options: experiment params encoderDict: the encoder dict, which gets placed into the des...	[ "def", "_generatePermEncoderStr", "(", "options", ",", "encoderDict", ")", ":", "permStr", "=", "\"\"", "# If it's the encoder for the classifier input, then it's always present so", "# put it in as a dict in the permutations.py file instead of a", "# PermuteEncoder().", "if", "encoder...	32.135338	19.165414
def animation(self, animation): """Setter for animation property. Parameters ---------- animation: str Defines the animation of the spinner """ self._animation = animation self._text = self._get_text(self._text['original'])	[ "def", "animation", "(", "self", ",", "animation", ")", ":", "self", ".", "_animation", "=", "animation", "self", ".", "_text", "=", "self", ".", "_get_text", "(", "self", ".", "_text", "[", "'original'", "]", ")" ]	31.444444	11.444444
def load(self, size): """open and read the file is existent""" if self.exists() and self.isfile(): return eval(open(self).read(size))	[ "def", "load", "(", "self", ",", "size", ")", ":", "if", "self", ".", "exists", "(", ")", "and", "self", ".", "isfile", "(", ")", ":", "return", "eval", "(", "open", "(", "self", ")", ".", "read", "(", "size", ")", ")" ]	39.5	7
def add_field(self, field): """ Adds a field to this table :param field: This can be a string of a field name, a dict of {'alias': field}, or a ``Field`` instance :type field: str or dict or Field """ field = FieldFactory( field, ) ...	[ "def", "add_field", "(", "self", ",", "field", ")", ":", "field", "=", "FieldFactory", "(", "field", ",", ")", "field", ".", "set_table", "(", "self", ")", "# make sure field is not already added", "field_name", "=", "field", ".", "get_name", "(", ")", "for"...	26.538462	16.923077
def _on_process_finished(self): """ Write the process finished message and emit the `finished` signal. """ exit_code = self._process.exitCode() if self._process.exitStatus() != self._process.NormalExit: exit_code = 139 self._formatter.append_message('\x1b[0m\n...	[ "def", "_on_process_finished", "(", "self", ")", ":", "exit_code", "=", "self", ".", "_process", ".", "exitCode", "(", ")", "if", "self", ".", "_process", ".", "exitStatus", "(", ")", "!=", "self", ".", "_process", ".", "NormalExit", ":", "exit_code", "=...	46	17.818182
def convert_pkt_to_json(pkg): """ convert_pkt_to_json Inspired by: https://gist.githubusercontent.com/cr0hn/1b0c2e672cd0721d3a07/raw/9144676ceb12dbd545e6dce366822bbedde8de2c/pkg_to_json.py This function convert a Scapy packet to JSON :param pkg: A kamene package :type pkg: objects :return:...	[ "def", "convert_pkt_to_json", "(", "pkg", ")", ":", "results", "=", "defaultdict", "(", "dict", ")", "try", ":", "for", "index", "in", "range", "(", "0", ",", "len", "(", "pkg", ")", ")", ":", "layer", "=", "pkg", "[", "index", "]", "# Get layer name...	41.112903	16.185484
def async_call(self, fn, args, *kwargs): """Schedule `fn` to be called by the event loop soon. This function is thread-safe, and is the only way code not on the main thread could interact with nvim api objects. This function can also be called in a synchronous event handler, ...	[ "def", "async_call", "(", "self", ",", "fn", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "call_point", "=", "''", ".", "join", "(", "format_stack", "(", "None", ",", "5", ")", "[", ":", "-", "1", "]", ")", "def", "handler", "(", ")", ...	39.681818	18.318182
def _set_nameserver_fc4s(self, v, load=False): """ Setter method for nameserver_fc4s, mapped from YANG variable /brocade_nameserver_rpc/get_nameserver_detail/output/show_nameserver/nameserver_fc4s (nameserver-fc4s-type) If this variable is read-only (config: false) in the source YANG file, then _set_nam...	[ "def", "_set_nameserver_fc4s", "(", "self", ",", "v", ",", "load", "=", "False", ")", ":", "if", "hasattr", "(", "v", ",", "\"_utype\"", ")", ":", "v", "=", "v", ".", "_utype", "(", "v", ")", "try", ":", "t", "=", "YANGDynClass", "(", "v", ",", ...	78.44	38.96
def start(self): """ Starts this router. At least the IOS image must be set before starting it. """ # trick: we must send sensors and power supplies info after starting the router # otherwise they are not taken into account (Dynamips bug?) yield from Router.start...	[ "def", "start", "(", "self", ")", ":", "# trick: we must send sensors and power supplies info after starting the router", "# otherwise they are not taken into account (Dynamips bug?)", "yield", "from", "Router", ".", "start", "(", "self", ")", "if", "self", ".", "_sensors", "...	40.538462	17.307692
def server_by_name(name, profile=None, *kwargs): ''' Return information about a server name Server Name CLI Example: .. code-block:: bash salt '' nova.server_by_name myserver profile=openstack ''' conn = _auth(profile, **kwargs) return conn.server_by_name(name)	[ "def", "server_by_name", "(", "name", ",", "profile", "=", "None", ",", "", "", "kwargs", ")", ":", "conn", "=", "_auth", "(", "profile", ",", "", "", "kwargs", ")", "return", "conn", ".", "server_by_name", "(", "name", ")" ]	20.066667	24.2
def list_dirnames_in_directory(self, dirname): """List all names of directories that exist at the root of this bucket directory. Note that directories don't exist in S3; rather directories are inferred from path names. Parameters ---------- dirname : `str` ...	[ "def", "list_dirnames_in_directory", "(", "self", ",", "dirname", ")", ":", "prefix", "=", "self", ".", "_create_prefix", "(", "dirname", ")", "dirnames", "=", "[", "]", "for", "obj", "in", "self", ".", "_bucket", ".", "objects", ".", "filter", "(", "Pre...	38.5	20.423077
def find_segments(stops, shape): """Find corresponding shape points for a list of stops and create shape break points. Parameters ---------- stops: stop-sequence (list) List of stop points shape: list of shape points shape-sequence of shape points Returns ------- break_...	[ "def", "find_segments", "(", "stops", ",", "shape", ")", ":", "if", "not", "shape", ":", "return", "[", "]", ",", "0", "break_points", "=", "[", "]", "last_i", "=", "0", "cumul_d", "=", "0", "badness", "=", "0", "d_last_stop", "=", "float", "(", "'...	36.453333	16.826667
def _ResolvePath(self, path, expand_variables=True): """Resolves a Windows path in file system specific format. This function will check if the individual path segments exists within the file system. For this it will prefer the first case sensitive match above a case insensitive match. If no match was ...	[ "def", "_ResolvePath", "(", "self", ",", "path", ",", "expand_variables", "=", "True", ")", ":", "# Allow for paths that start with an environment variable e.g.", "# %SystemRoot%\\file.txt", "if", "path", ".", "startswith", "(", "'%'", ")", ":", "path_segment", ",", "...	37.292683	19.914634
def _parse_attribute_details_file(self, prop=ATTRIBUTES): """ Concatenates a list of Attribute Details data structures parsed from a remote file """ # Parse content from remote file URL, which may be stored in one of two places: # Starting at: contentInfo/MD_FeatureCatalogueDescription/featu...	[ "def", "_parse_attribute_details_file", "(", "self", ",", "prop", "=", "ATTRIBUTES", ")", ":", "# Parse content from remote file URL, which may be stored in one of two places:", "# Starting at: contentInfo/MD_FeatureCatalogueDescription/featureCatalogueCitation", "# ATTRIBUTE: href", ...	42.083333	26.333333
def apply_with(self, _, val, ctx): """ constructor example val: { # header values used in multipart/form-data according to RFC2388 'header': { 'Content-Type': 'text/plain', # according to RFC2388, available values are '7bi...	[ "def", "apply_with", "(", "self", ",", "_", ",", "val", ",", "ctx", ")", ":", "self", ".", "header", "=", "val", ".", "get", "(", "'header'", ",", "{", "}", ")", "self", ".", "data", "=", "val", ".", "get", "(", "'data'", ",", "None", ")", "s...	35	18.52
def _get_tough_method(self, method): """Return a "tough" version of a connection class method. The tough version checks whether the connection is bad (lost) and automatically and transparently tries to reset the connection if this is the case (for instance, the database has been restart...	[ "def", "_get_tough_method", "(", "self", ",", "method", ")", ":", "def", "tough_method", "(", "", "args", ",", "", "*", "kwargs", ")", ":", "transaction", "=", "self", ".", "_transaction", "if", "not", "transaction", ":", "try", ":", "# check whether con...	46.393939	16.818182
def load_classifier(): """Train the intent classifier.""" path = os.path.join(l.TOPDIR, 'clf.pickle') obj = pickle.load(open(path, 'r')) return obj['tfidf_model'], obj['clf'], obj['target_names']	[ "def", "load_classifier", "(", ")", ":", "path", "=", "os", ".", "path", ".", "join", "(", "l", ".", "TOPDIR", ",", "'clf.pickle'", ")", "obj", "=", "pickle", ".", "load", "(", "open", "(", "path", ",", "'r'", ")", ")", "return", "obj", "[", "'tf...	34.5	14.833333
def is_terminal(self, symbol: str) -> bool: """ This function will be called on nodes of a logical form tree, which are either non-terminal symbols that can be expanded or terminal symbols that must be leaf nodes. Returns ``True`` if the given symbol is a terminal symbol. """ ...	[ "def", "is_terminal", "(", "self", ",", "symbol", ":", "str", ")", "->", "bool", ":", "# We special-case 'lambda' here because it behaves weirdly in action sequences.", "return", "(", "symbol", "in", "self", ".", "global_name_mapping", "or", "symbol", "in", "self", "....	53.9	20.7
def namespaced_function(function, global_dict, defaults=None, preserve_context=False): ''' Redefine (clone) a function under a different globals() namespace scope preserve_context: Allow keeping the context taken from orignal namespace, and extend it with globals() taken from ...	[ "def", "namespaced_function", "(", "function", ",", "global_dict", ",", "defaults", "=", "None", ",", "preserve_context", "=", "False", ")", ":", "if", "defaults", "is", "None", ":", "defaults", "=", "function", ".", "__defaults__", "if", "preserve_context", "...	34.16	18.64
def run_vcs_tool(path, action): """If path is a valid VCS repository, run the corresponding VCS tool Supported VCS actions: 'commit', 'browse' Return False if the VCS tool is not installed""" info = get_vcs_info(get_vcs_root(path)) tools = info['actions'][action] for tool, args in tools: ...	[ "def", "run_vcs_tool", "(", "path", ",", "action", ")", ":", "info", "=", "get_vcs_info", "(", "get_vcs_root", "(", "path", ")", ")", "tools", "=", "info", "[", "'actions'", "]", "[", "action", "]", "for", "tool", ",", "args", "in", "tools", ":", "if...	40.25	10.875
def motif3funct_wei(W): ''' Functional motifs are subsets of connection patterns embedded within anatomical motifs. Motif frequency is the frequency of occurrence of motifs around a node. Motif intensity and coherence are weighted generalizations of motif frequency. Parameters ---------- ...	[ "def", "motif3funct_wei", "(", "W", ")", ":", "from", "scipy", "import", "io", "import", "os", "fname", "=", "os", ".", "path", ".", "join", "(", "os", ".", "path", ".", "dirname", "(", "__file__", ")", ",", "motiflib", ")", "mot", "=", "io", ".", ...	33.01087	18.728261
def get_absorbing_atom_symbol_index(absorbing_atom, structure): """ Return the absorbing atom symboll and site index in the given structure. Args: absorbing_atom (str/int): symbol or site index structure (Structure) Returns: str, int: symbol and site index """ if isinst...	[ "def", "get_absorbing_atom_symbol_index", "(", "absorbing_atom", ",", "structure", ")", ":", "if", "isinstance", "(", "absorbing_atom", ",", "str", ")", ":", "return", "absorbing_atom", ",", "structure", ".", "indices_from_symbol", "(", "absorbing_atom", ")", "[", ...	36.294118	21.705882
def _coerceSingleRepetition(self, dataSet): """ Make a new liveform with our parameters, and get it to coerce our data for us. """ # make a liveform because there is some logic in _coerced form = LiveForm(lambda **k: None, self.parameters, self.name) return form.f...	[ "def", "_coerceSingleRepetition", "(", "self", ",", "dataSet", ")", ":", "# make a liveform because there is some logic in _coerced", "form", "=", "LiveForm", "(", "lambda", "", "", "k", ":", "None", ",", "self", ".", "parameters", ",", "self", ".", "name", ")...	41.375	15.125
def alias_exists(aliases, indices=None, hosts=None, profile=None): ''' Return a boolean indicating whether given alias exists indices Single or multiple indices separated by comma, use _all to perform the operation on all indices. aliases Alias names separated by comma CLI example:...	[ "def", "alias_exists", "(", "aliases", ",", "indices", "=", "None", ",", "hosts", "=", "None", ",", "profile", "=", "None", ")", ":", "es", "=", "_get_instance", "(", "hosts", ",", "profile", ")", "try", ":", "return", "es", ".", "indices", ".", "exi...	38.7	31
def spkpos(targ, et, ref, abcorr, obs): """ Return the position of a target body relative to an observing body, optionally corrected for light time (planetary aberration) and stellar aberration. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/spkpos_c.html :param targ: Target body name...	[ "def", "spkpos", "(", "targ", ",", "et", ",", "ref", ",", "abcorr", ",", "obs", ")", ":", "targ", "=", "stypes", ".", "stringToCharP", "(", "targ", ")", "ref", "=", "stypes", ".", "stringToCharP", "(", "ref", ")", "abcorr", "=", "stypes", ".", "str...	34.170732	15.97561
def get_default_config(self): """ Returns the default collector settings """ config = super(IPCollector, self).get_default_config() config.update({ 'path': 'ip', 'allowed_names': 'InAddrErrors, InDelivers, InDiscards, ' + 'InHdrErrors, InReceives, InUn...	[ "def", "get_default_config", "(", "self", ")", ":", "config", "=", "super", "(", "IPCollector", ",", "self", ")", ".", "get_default_config", "(", ")", "config", ".", "update", "(", "{", "'path'", ":", "'ip'", ",", "'allowed_names'", ":", "'InAddrErrors, InDe...	37.363636	16.181818
def loadtitlefont(self): """Auxiliary method to load font if not yet done.""" if self.titlefont == None: # print 'the bloody fonts dir is????', fontsdir # print 'pero esto que hace??', os.path.join(fontsdir, "courR18.pil") # /home/vital/Workspace/pyResources/Scientifi...	[ "def", "loadtitlefont", "(", "self", ")", ":", "if", "self", ".", "titlefont", "==", "None", ":", "# print 'the bloody fonts dir is????', fontsdir", "# print 'pero esto que hace??', os.path.join(fontsdir, \"courR18.pil\")", "# /home/vital/Workspace/p...	63.25	26.25
def writeObject(self, obj, output, setReferencePosition=False): """Serializes the given object to the output. Returns output. If setReferencePosition is True, will set the position the object was written. """ def proc_variable_length(format, length): result = b'...	[ "def", "writeObject", "(", "self", ",", "obj", ",", "output", ",", "setReferencePosition", "=", "False", ")", ":", "def", "proc_variable_length", "(", "format", ",", "length", ")", ":", "result", "=", "b''", "if", "length", ">", "0b1110", ":", "result", ...	45	15.391304
def display(self, content = None, settings): """ Perform widget rendering and output the result. """ lines = self.render(content, settings) for l in lines: print(l)	[ "def", "display", "(", "self", ",", "content", "=", "None", ",", "", "", "settings", ")", ":", "lines", "=", "self", ".", "render", "(", "content", ",", "", "", "settings", ")", "for", "l", "in", "lines", ":", "print", "(", "l", ")" ]	30.571429	9.428571
def LinearContrast(alpha=1, per_channel=False, name=None, deterministic=False, random_state=None): """Adjust contrast by scaling each pixel value to ``127 + alpha*(I_ij-127)``. dtype support:: See :func:`imgaug.augmenters.contrast.adjust_contrast_linear`. Parameters ---------- alpha : num...	[ "def", "LinearContrast", "(", "alpha", "=", "1", ",", "per_channel", "=", "False", ",", "name", "=", "None", ",", "deterministic", "=", "False", ",", "random_state", "=", "None", ")", ":", "params1d", "=", "[", "iap", ".", "handle_continuous_param", "(", ...	44.480769	30.673077
def prepack(self, namedstruct, skip_self=False, skip_sub=False): ''' Run prepack ''' if not skip_sub and hasattr(namedstruct, self.name) and hasattr(self.basetypeparser, 'fullprepack'): self.basetypeparser.fullprepack(getattr(namedstruct, self.name)) Parser.prepack(se...	[ "def", "prepack", "(", "self", ",", "namedstruct", ",", "skip_self", "=", "False", ",", "skip_sub", "=", "False", ")", ":", "if", "not", "skip_sub", "and", "hasattr", "(", "namedstruct", ",", "self", ".", "name", ")", "and", "hasattr", "(", "self", "."...	50.142857	32.714286
def config_filename(filename): """ Obtains the first filename found that is included in one of the configuration folders. This function returs the full path for the file. * It is useful for files that are not config-formatted (e.g. hosts files, json, etc.) that will be rea...	[ "def", "config_filename", "(", "filename", ")", ":", "global", "_ETC_PATHS", "if", "filename", ".", "startswith", "(", "'/'", ")", ":", "_LOGGER", ".", "info", "(", "\"using absolute path for filename \\\"%s\\\"\"", "%", "filename", ")", "return", "filename", "imp...	39.565217	22.434783
def geo_name(self): """ Return a name of the state or county, or, for other lowever levels, the name of the level type in the county. :return: """ if self.level == 'county': return str(self.county_name) elif self.level == 'state': return ...	[ "def", "geo_name", "(", "self", ")", ":", "if", "self", ".", "level", "==", "'county'", ":", "return", "str", "(", "self", ".", "county_name", ")", "elif", "self", ".", "level", "==", "'state'", ":", "return", "self", ".", "state_name", "else", ":", ...	28.363636	19.454545
def circular(cls, shape, pixel_scale, radius_arcsec, centre=(0., 0.), invert=False): """Setup a mask where unmasked pixels are within a circle of an input arc second radius and centre. Parameters ---------- shape: (int, int) The (y,x) shape of the mask in units of pixels. ...	[ "def", "circular", "(", "cls", ",", "shape", ",", "pixel_scale", ",", "radius_arcsec", ",", "centre", "=", "(", "0.", ",", "0.", ")", ",", "invert", "=", "False", ")", ":", "mask", "=", "mask_util", ".", "mask_circular_from_shape_pixel_scale_and_radius", "("...	50.722222	23.5
def _jobresult(self, jobid, json=True, headers=None): """Poll the async job result. To be run via in a Thread, the result is put within the result list which is a hack. """ failures = 0 total_time = self.job_timeout or 2**30 remaining = timedelta(seconds=total_t...	[ "def", "_jobresult", "(", "self", ",", "jobid", ",", "json", "=", "True", ",", "headers", "=", "None", ")", ":", "failures", "=", "0", "total_time", "=", "self", ".", "job_timeout", "or", "2", "**", "30", "remaining", "=", "timedelta", "(", "seconds", ...	38.382716	19.098765
def taskfileinfo_task_data(tfi, role): """Return the data for task :param tfi: the :class:`jukeboxcore.filesys.TaskFileInfo` holds the data :type tfi: :class:`jukeboxcore.filesys.TaskFileInfo` :param role: item data role :type role: QtCore.Qt.ItemDataRole :returns: data for the task :rtype:...	[ "def", "taskfileinfo_task_data", "(", "tfi", ",", "role", ")", ":", "task", "=", "tfi", ".", "task", "if", "role", "==", "QtCore", ".", "Qt", ".", "DisplayRole", "or", "role", "==", "QtCore", ".", "Qt", ".", "EditRole", ":", "return", "task", ".", "n...	33.142857	15.142857
def delete_answer(self, answer_id): """Deletes the ``Answer`` identified by the given ``Id``. arg: answer_id (osid.id.Id): the ``Id`` of the ``Answer`` to delete raise: NotFound - an ``Answer`` was not found identified by the given ``Id`` raise: Null...	[ "def", "delete_answer", "(", "self", ",", "answer_id", ")", ":", "# Implemented from template for", "# osid.repository.AssetAdminSession.delete_asset_content_template", "from", "dlkit", ".", "abstract_osid", ".", "id", ".", "primitives", "import", "Id", "as", "ABCId", "fr...	42.315789	18.526316
def yaml_tag_constructor(loader, tag, node): """convert shorthand intrinsic function to full name """ def _f(loader, tag, node): if tag == '!GetAtt': return node.value.split('.') elif type(node) == yaml.SequenceNode: return loader.construct_sequence(node) else...	[ "def", "yaml_tag_constructor", "(", "loader", ",", "tag", ",", "node", ")", ":", "def", "_f", "(", "loader", ",", "tag", ",", "node", ")", ":", "if", "tag", "==", "'!GetAtt'", ":", "return", "node", ".", "value", ".", "split", "(", "'.'", ")", "eli...	27.529412	13.705882
def render_html(self, obj, context=None): """ Generate the 'html' attribute of an oembed resource using a template. Sort of a corollary to the parser's render_oembed method. By default, the current mapping will be passed in as the context. OEmbed templates are stored in...	[ "def", "render_html", "(", "self", ",", "obj", ",", "context", "=", "None", ")", ":", "provided_context", "=", "context", "or", "Context", "(", ")", "context", "=", "RequestContext", "(", "mock_request", "(", ")", ")", "context", ".", "update", "(", "pro...	34.347826	17.304348
def set_string(self, string_options): """Set a series of properties using a string. For example:: 'fred=12, tile' '[fred=12]' """ vo = ffi.cast('VipsObject *', self.pointer) cstr = _to_bytes(string_options) result = vips_lib.vips_object_set_fro...	[ "def", "set_string", "(", "self", ",", "string_options", ")", ":", "vo", "=", "ffi", ".", "cast", "(", "'VipsObject *'", ",", "self", ".", "pointer", ")", "cstr", "=", "_to_bytes", "(", "string_options", ")", "result", "=", "vips_lib", ".", "vips_object_se...	23.466667	20
def unique_(self, col): """ Returns unique values in a column """ try: df = self.df.drop_duplicates(subset=[col], inplace=False) return list(df[col]) except Exception as e: self.err(e, "Can not select unique data")	[ "def", "unique_", "(", "self", ",", "col", ")", ":", "try", ":", "df", "=", "self", ".", "df", ".", "drop_duplicates", "(", "subset", "=", "[", "col", "]", ",", "inplace", "=", "False", ")", "return", "list", "(", "df", "[", "col", "]", ")", "e...	31.333333	11.777778
def parallel_epd_lcdir( lcdir, externalparams, lcfileglob=None, timecols=None, magcols=None, errcols=None, lcformat='hat-sql', lcformatdir=None, epdsmooth_sigclip=3.0, epdsmooth_windowsize=21, epdsmooth_func=smooth_magseries_savgol,...	[ "def", "parallel_epd_lcdir", "(", "lcdir", ",", "externalparams", ",", "lcfileglob", "=", "None", ",", "timecols", "=", "None", ",", "magcols", "=", "None", ",", "errcols", "=", "None", ",", "lcformat", "=", "'hat-sql'", ",", "lcformatdir", "=", "None", ",...	40.175758	27
def arraylike_to_numpy(array_like): """Convert a 1d array-like (e.g,. list, tensor, etc.) to an np.ndarray""" orig_type = type(array_like) # Convert to np.ndarray if isinstance(array_like, np.ndarray): pass elif isinstance(array_like, list): array_like = np.array(array_like) el...	[ "def", "arraylike_to_numpy", "(", "array_like", ")", ":", "orig_type", "=", "type", "(", "array_like", ")", "# Convert to np.ndarray", "if", "isinstance", "(", "array_like", ",", "np", ".", "ndarray", ")", ":", "pass", "elif", "isinstance", "(", "array_like", ...	33.75	17.15625
def has(self, character): ''' Get if character (or character code point) is contained by any range on this range group. :param character: character or unicode code point to look for :type character: str or int :returns: True if character is contained by any range, False ...	[ "def", "has", "(", "self", ",", "character", ")", ":", "if", "not", "self", ":", "return", "False", "character", "=", "character", "if", "isinstance", "(", "character", ",", "int", ")", "else", "ord", "(", "character", ")", "last", "=", "self", "[", ...	38.5625	23.9375
def get_text_path(self): """ Returns the path of the directory containing text if they exist in this dataset. """ for res in self.dsDoc['dataResources']: resPath = res['resPath'] resType = res['resType'] isCollection = res['isCollection'] i...	[ "def", "get_text_path", "(", "self", ")", ":", "for", "res", "in", "self", ".", "dsDoc", "[", "'dataResources'", "]", ":", "resPath", "=", "res", "[", "'resPath'", "]", "resType", "=", "res", "[", "'resType'", "]", "isCollection", "=", "res", "[", "'is...	43.307692	17.615385
def title(self, title=None): """Returns or sets (if a value is provided) the chart's title. :param str title: If given, the chart's title will be set to this. :rtype: ``str``""" if title is None: return self._title else: if not isinstance(title, str): ...	[ "def", "title", "(", "self", ",", "title", "=", "None", ")", ":", "if", "title", "is", "None", ":", "return", "self", ".", "_title", "else", ":", "if", "not", "isinstance", "(", "title", ",", "str", ")", ":", "raise", "TypeError", "(", "\"title must ...	34.5	18.666667
def tempo_account_update_customer_by_id(self, customer_id=1, data=None): """ Updates an Attribute. Caller must have Manage Account Permission. Attribute can be a Category or Customer. :param customer_id: id of Customer record :param data: format is { ...	[ "def", "tempo_account_update_customer_by_id", "(", "self", ",", "customer_id", "=", "1", ",", "data", "=", "None", ")", ":", "if", "data", "is", "None", ":", "return", "\"\"\"Please, set the data as { isNew:boolean\n name:string\...	45	14.35
def parse_phone(phone): """Parses the given phone, or returns ``None`` if it's invalid.""" if isinstance(phone, int): return str(phone) else: phone = re.sub(r'[+()\s-]', '', str(phone)) if phone.isdigit(): return phone	[ "def", "parse_phone", "(", "phone", ")", ":", "if", "isinstance", "(", "phone", ",", "int", ")", ":", "return", "str", "(", "phone", ")", "else", ":", "phone", "=", "re", ".", "sub", "(", "r'[+()\\s-]'", ",", "''", ",", "str", "(", "phone", ")", ...	32.375	14.125
def _asString(self, value): """converts the value as a string""" if sys.version_info[0] == 3: if isinstance(value, str): return value elif isinstance(value, bytes): return value.decode('utf-8') elif sys.version_info[0] == 2: ret...	[ "def", "_asString", "(", "self", ",", "value", ")", ":", "if", "sys", ".", "version_info", "[", "0", "]", "==", "3", ":", "if", "isinstance", "(", "value", ",", "str", ")", ":", "return", "value", "elif", "isinstance", "(", "value", ",", "bytes", "...	37.444444	4.333333
def extract_variants(pattern): """Extract the pattern variants (ie. {foo,bar}baz = foobaz or barbaz).""" v1, v2 = pattern.find('{'), pattern.find('}') if v1 > -1 and v2 > v1: variations = pattern[v1+1:v2].split(',') variants = [pattern[:v1] + v + pattern[v2+1:] for v in variations] else:...	[ "def", "extract_variants", "(", "pattern", ")", ":", "v1", ",", "v2", "=", "pattern", ".", "find", "(", "'{'", ")", ",", "pattern", ".", "find", "(", "'}'", ")", "if", "v1", ">", "-", "1", "and", "v2", ">", "v1", ":", "variations", "=", "pattern"...	42.333333	13.111111
def __get_doc_block_lines(self): """ Returns the start and end line of the DOcBlock of the stored routine code. """ line1 = None line2 = None i = 0 for line in self._routine_source_code_lines: if re.match(r'\s/\\*', line): line1 = i ...	[ "def", "__get_doc_block_lines", "(", "self", ")", ":", "line1", "=", "None", "line2", "=", "None", "i", "=", "0", "for", "line", "in", "self", ".", "_routine_source_code_lines", ":", "if", "re", ".", "match", "(", "r'\\s/\\\\*'", ",", "line", ")", ":",...	23.571429	20.52381
def _from_dict(cls, _dict): """Initialize a Tables object from a json dictionary.""" args = {} if 'location' in _dict: args['location'] = Location._from_dict(_dict.get('location')) if 'text' in _dict: args['text'] = _dict.get('text') if 'section_title' in ...	[ "def", "_from_dict", "(", "cls", ",", "_dict", ")", ":", "args", "=", "{", "}", "if", "'location'", "in", "_dict", ":", "args", "[", "'location'", "]", "=", "Location", ".", "_from_dict", "(", "_dict", ".", "get", "(", "'location'", ")", ")", "if", ...	39.333333	13.757576
def export_to_pem(self, private_key=False, password=False): """Exports keys to a data buffer suitable to be stored as a PEM file. Either the public or the private key can be exported to a PEM file. For private keys the PKCS#8 format is used. If a password is provided the best encryption ...	[ "def", "export_to_pem", "(", "self", ",", "private_key", "=", "False", ",", "password", "=", "False", ")", ":", "e", "=", "serialization", ".", "Encoding", ".", "PEM", "if", "private_key", ":", "if", "not", "self", ".", "has_private", ":", "raise", "Inva...	53.264706	20.794118
def plot_T_dependent_property(self, Tmin=None, Tmax=None, methods=[], pts=50, only_valid=True, order=0): # pragma: no cover r'''Method to create a plot of the property vs temperature according to either a specified list of methods, or user methods (if set), or all ...	[ "def", "plot_T_dependent_property", "(", "self", ",", "Tmin", "=", "None", ",", "Tmax", "=", "None", ",", "methods", "=", "[", "]", ",", "pts", "=", "50", ",", "only_valid", "=", "True", ",", "order", "=", "0", ")", ":", "# pragma: no cover", "# This f...	48.269663	21.280899
def _get_what_to_read_next(fp, previously_read_position, chunk_size): """Return information on which file pointer position to read from and how many bytes. Args: fp past_read_positon (int): The file pointer position that has been read previously chunk_size(int): ideal io chunk_size ...	[ "def", "_get_what_to_read_next", "(", "fp", ",", "previously_read_position", ",", "chunk_size", ")", ":", "seek_position", "=", "max", "(", "previously_read_position", "-", "chunk_size", ",", "0", ")", "read_size", "=", "chunk_size", "# examples: say, our new_lines are ...	43.516129	25.580645
def get_routing_tuples(cls): '''A generator of (rule, callback) tuples.''' for callback in cls.callbacks: ep_name = '{}.{}'.format(cls.api.__name__, callback.__name__) yield (Rule(cls.endpoint_path, endpoint=ep_name, methods=callbac...	[ "def", "get_routing_tuples", "(", "cls", ")", ":", "for", "callback", "in", "cls", ".", "callbacks", ":", "ep_name", "=", "'{}.{}'", ".", "format", "(", "cls", ".", "api", ".", "__name__", ",", "callback", ".", "__name__", ")", "yield", "(", "Rule", "(...	44.625	11.125
def full_task(self, token_id, presented_pronunciation, pronunciation, pronunciation_probability, warn=True, default=True): """Provide the prediction of the full task. This function is used to predict the probability of a given pronunciation being reported for a given token. :...	[ "def", "full_task", "(", "self", ",", "token_id", ",", "presented_pronunciation", ",", "pronunciation", ",", "pronunciation_probability", ",", "warn", "=", "True", ",", "default", "=", "True", ")", ":", "if", "pronunciation_probability", "is", "not", "None", "an...	52.244444	34.022222
def _notifications(self): """ Get the number of unread notifications. """ if not self.username or not self.auth_token: if not self.notification_warning: self.py3.notify_user( "Github module needs username and " "auth_tok...	[ "def", "_notifications", "(", "self", ")", ":", "if", "not", "self", ".", "username", "or", "not", "self", ".", "auth_token", ":", "if", "not", "self", ".", "notification_warning", ":", "self", ".", "py3", ".", "notify_user", "(", "\"Github module needs user...	36.795918	17
def _filter_data(self, pattern): ''' Removes parameters which match the pattern from the config data ''' removed = [] filtered = [] for param in self.data: if not param[0].startswith(pattern): filtered.append(param) else: ...	[ "def", "_filter_data", "(", "self", ",", "pattern", ")", ":", "removed", "=", "[", "]", "filtered", "=", "[", "]", "for", "param", "in", "self", ".", "data", ":", "if", "not", "param", "[", "0", "]", ".", "startswith", "(", "pattern", ")", ":", "...	29.769231	16.230769
def deprecated(message=None): """A decorator for deprecated functions""" def _decorator(func, message=message): if message is None: message = '%s is deprecated' % func.__name__ def newfunc(args, *kwds): warnings.warn(message, DeprecationWarning, stacklevel=2) ...	[ "def", "deprecated", "(", "message", "=", "None", ")", ":", "def", "_decorator", "(", "func", ",", "message", "=", "message", ")", ":", "if", "message", "is", "None", ":", "message", "=", "'%s is deprecated'", "%", "func", ".", "__name__", "def", "newfun...	34.909091	14
def BitVecSym( name: str, size: int, annotations: Annotations = None ) -> z3.BitVecRef: """Creates a new bit vector with a symbolic value.""" return z3.BitVec(name, size)	[ "def", "BitVecSym", "(", "name", ":", "str", ",", "size", ":", "int", ",", "annotations", ":", "Annotations", "=", "None", ")", "->", "z3", ".", "BitVecRef", ":", "return", "z3", ".", "BitVec", "(", "name", ",", "size", ")" ]	38.8	13.8
def _fit_gpu(self, Ciu_host, Cui_host, show_progress=True): """ specialized training on the gpu. copies inputs to/from cuda device """ if not implicit.cuda.HAS_CUDA: raise ValueError("No CUDA extension has been built, can't train on GPU.") if self.dtype == np.float64: lo...	[ "def", "_fit_gpu", "(", "self", ",", "Ciu_host", ",", "Cui_host", ",", "show_progress", "=", "True", ")", ":", "if", "not", "implicit", ".", "cuda", ".", "HAS_CUDA", ":", "raise", "ValueError", "(", "\"No CUDA extension has been built, can't train on GPU.\"", ")",...	47.736842	23.263158
def get_case(flags): """Parse flags for case sensitivity settings.""" if not bool(flags & CASE_FLAGS): case_sensitive = util.is_case_sensitive() elif flags & FORCECASE: case_sensitive = True else: case_sensitive = False return case_sensitive	[ "def", "get_case", "(", "flags", ")", ":", "if", "not", "bool", "(", "flags", "&", "CASE_FLAGS", ")", ":", "case_sensitive", "=", "util", ".", "is_case_sensitive", "(", ")", "elif", "flags", "&", "FORCECASE", ":", "case_sensitive", "=", "True", "else", "...	27.7	15.3
def decoherence_noise_with_asymmetric_ro(gates: Sequence[Gate], p00=0.975, p11=0.911): """Similar to :py:func:`_decoherence_noise_model`, but with asymmetric readout. For simplicity, we use the default values for T1, T2, gate times, et al. and only allow the specification of readout fidelities. """ ...	[ "def", "decoherence_noise_with_asymmetric_ro", "(", "gates", ":", "Sequence", "[", "Gate", "]", ",", "p00", "=", "0.975", ",", "p11", "=", "0.911", ")", ":", "noise_model", "=", "_decoherence_noise_model", "(", "gates", ")", "aprobs", "=", "np", ".", "array"...	50.363636	17.272727
def parse_cl_args(in_args): """Parse input commandline arguments, handling multiple cases. Returns the main config file and set of kwargs. """ sub_cmds = {"upgrade": install.add_subparser, "runfn": runfn.add_subparser, "graph": graph.add_subparser, "versi...	[ "def", "parse_cl_args", "(", "in_args", ")", ":", "sub_cmds", "=", "{", "\"upgrade\"", ":", "install", ".", "add_subparser", ",", "\"runfn\"", ":", "runfn", ".", "add_subparser", ",", "\"graph\"", ":", "graph", ".", "add_subparser", ",", "\"version\"", ":", ...	54.244681	19.659574
def _compute_ratio(top, bot): """ Make a map that is the ratio of two maps """ data = np.where(bot.data > 0, top.data / bot.data, 0.) return HpxMap(data, top.hpx)	[ "def", "_compute_ratio", "(", "top", ",", "bot", ")", ":", "data", "=", "np", ".", "where", "(", "bot", ".", "data", ">", "0", ",", "top", ".", "data", "/", "bot", ".", "data", ",", "0.", ")", "return", "HpxMap", "(", "data", ",", "top", ".", ...	38	7.4
def _rgb_to_hsv(rgbs): """Convert Nx3 or Nx4 rgb to hsv""" rgbs, n_dim = _check_color_dim(rgbs) hsvs = list() for rgb in rgbs: rgb = rgb[:3] # don't use alpha here idx = np.argmax(rgb) val = rgb[idx] c = val - np.min(rgb) if c == 0: hue = 0 ...	[ "def", "_rgb_to_hsv", "(", "rgbs", ")", ":", "rgbs", ",", "n_dim", "=", "_check_color_dim", "(", "rgbs", ")", "hsvs", "=", "list", "(", ")", "for", "rgb", "in", "rgbs", ":", "rgb", "=", "rgb", "[", ":", "3", "]", "# don't use alpha here", "idx", "=",...	29.962963	13.555556
def gen_keys(keysize=2048): ''' Generate Salt minion keys and return them as PEM file strings ''' # Mandate that keys are at least 2048 in size if keysize < 2048: keysize = 2048 tdir = tempfile.mkdtemp() salt.crypt.gen_keys(tdir, 'minion', keysize) priv_path = os.path.join(tdir,...	[ "def", "gen_keys", "(", "keysize", "=", "2048", ")", ":", "# Mandate that keys are at least 2048 in size", "if", "keysize", "<", "2048", ":", "keysize", "=", "2048", "tdir", "=", "tempfile", ".", "mkdtemp", "(", ")", "salt", ".", "crypt", ".", "gen_keys", "(...	35.111111	17.666667
def add_cats(self, axis, cat_data): ''' Add categories to rows or columns using cat_data array of objects. Each object in cat_data is a dictionary with one key (category title) and value (rows/column names) that have this category. Categories will be added onto the existing categories and will be added in the o...	[ "def", "add_cats", "(", "self", ",", "axis", ",", "cat_data", ")", ":", "for", "inst_data", "in", "cat_data", ":", "categories", ".", "add_cats", "(", "self", ",", "axis", ",", "inst_data", ")" ]	26.387097	31.483871
def get_weights(self): """ Get weights for this layer :return: list of numpy arrays which represent weight and bias """ tensorWeights = callBigDlFunc(self.bigdl_type, "getWeights", self.value) if tensorWeights is not None: return...	[ "def", "get_weights", "(", "self", ")", ":", "tensorWeights", "=", "callBigDlFunc", "(", "self", ".", "bigdl_type", ",", "\"getWeights\"", ",", "self", ".", "value", ")", "if", "tensorWeights", "is", "not", "None", ":", "return", "[", "tensor", ".", "to_nd...	34.846154	16.384615
def loadfile(path, mode=None, filetype=None, **kwargs): """Loads the given file using the appropriate InferenceFile class. If ``filetype`` is not provided, this will try to retreive the ``filetype`` from the file's ``attrs``. If the file does not exist yet, an IOError will be raised if ``filetype`` is ...	[ "def", "loadfile", "(", "path", ",", "mode", "=", "None", ",", "filetype", "=", "None", ",", "", "", "kwargs", ")", ":", "if", "filetype", "is", "None", ":", "# try to read the file to get its filetype", "try", ":", "fileclass", "=", "get_file_type", "(", ...	39.138889	21.833333
def _yield_leaves(self, url, tree): ''' Yields a URL corresponding to a leaf dataset for each dataset described by the catalog :param str url: URL for the current catalog :param lxml.etree.Eleemnt tree: Current XML Tree ''' for leaf in tree.findall('.//{%s}dataset[@urlPat...	[ "def", "_yield_leaves", "(", "self", ",", "url", ",", "tree", ")", ":", "for", "leaf", "in", "tree", ".", "findall", "(", "'.//{%s}dataset[@urlPath]'", "%", "INV_NS", ")", ":", "# Subset by the skips", "name", "=", "leaf", ".", "get", "(", "\"name\"", ")",...	42.75	18.7
def siblings_before(self): """ :return: a list of this node's siblings that occur before this node in the DOM. """ impl_nodelist = self.adapter.get_node_children(self.parent.impl_node) before_nodelist = [] for n in impl_nodelist: if n == self.imp...	[ "def", "siblings_before", "(", "self", ")", ":", "impl_nodelist", "=", "self", ".", "adapter", ".", "get_node_children", "(", "self", ".", "parent", ".", "impl_node", ")", "before_nodelist", "=", "[", "]", "for", "n", "in", "impl_nodelist", ":", "if", "n",...	35.916667	13.083333
def GetPropertyValueEx(self, propertyId: int, ignoreDefaultValue: int) -> Any: """ Call IUIAutomationElement::GetCurrentPropertyValueEx. propertyId: int, a value in class `PropertyId`. ignoreDefaultValue: int, 0 or 1. Return Any, corresponding type according to propertyId. ...	[ "def", "GetPropertyValueEx", "(", "self", ",", "propertyId", ":", "int", ",", "ignoreDefaultValue", ":", "int", ")", "->", "Any", ":", "return", "self", ".", "Element", ".", "GetCurrentPropertyValueEx", "(", "propertyId", ",", "ignoreDefaultValue", ")" ]	62	28.444444
def most_recent_common_ancestor(self, *ts): """Find the MRCA of some tax_ids. Returns the MRCA of the specified tax_ids, or raises ``NoAncestor`` if no ancestor of the specified tax_ids could be found. """ if len(ts) > 200: res = self._large_mrca(ts) else: ...	[ "def", "most_recent_common_ancestor", "(", "self", ",", "*", "ts", ")", ":", "if", "len", "(", "ts", ")", ">", "200", ":", "res", "=", "self", ".", "_large_mrca", "(", "ts", ")", "else", ":", "res", "=", "self", ".", "_small_mrca", "(", "ts", ")", ...	28	17.875
def is_readable(path=None): """ Test if the supplied filesystem path can be read :param path: A filesystem path :return: True if the path is a file that can be read. Otherwise, False """ if os.path.isfile(path) and os.access(path, os.R_OK): return True return False	[ "def", "is_readable", "(", "path", "=", "None", ")", ":", "if", "os", ".", "path", ".", "isfile", "(", "path", ")", "and", "os", ".", "access", "(", "path", ",", "os", ".", "R_OK", ")", ":", "return", "True", "return", "False" ]	32.555556	14.111111
def compute_availabilities(hdf5_file, N_columns, damping, N_processes, rows_sum): """Coordinates the computation and update of the availability matrix for Affinity Propagation clustering. Parameters ---------- hdf5_file : string or file handle Specify access to the hierarchical dat...	[ "def", "compute_availabilities", "(", "hdf5_file", ",", "N_columns", ",", "damping", ",", "N_processes", ",", "rows_sum", ")", ":", "slice_queue", "=", "multiprocessing", ".", "JoinableQueue", "(", ")", "pid_list", "=", "[", "]", "for", "i", "in", "range", "...	35.372093	24.372093
def itemgetters(args): """ Get a handful of items from an iterable. This is just map(itemgetter(...), iterable) with a list comprehension. """ f = itemgetter(args) def inner(l): return [f(x) for x in l] return inner	[ "def", "itemgetters", "(", "", "args", ")", ":", "f", "=", "itemgetter", "(", "", "args", ")", "def", "inner", "(", "l", ")", ":", "return", "[", "f", "(", "x", ")", "for", "x", "in", "l", "]", "return", "inner" ]	18.846154	21.923077
def load_user_from_request(req): """ Just like the Flask.login load_user_from_request If you need to customize the user loading from your database, the FlaskBitjws.get_user_by_key method is the one to modify. :param req: The flask request to load a user based on. """ load_jws_from_request(...	[ "def", "load_user_from_request", "(", "req", ")", ":", "load_jws_from_request", "(", "req", ")", "if", "not", "hasattr", "(", "req", ",", "'jws_header'", ")", "or", "req", ".", "jws_header", "is", "None", "or", "not", "'iat'", "in", "req", ".", "jws_payloa...	37.366667	20.766667
def get_context_data(self, kwargs): """Includes the Gauge slugs and data in the context.""" data = super(GaugesView, self).get_context_data(kwargs) data.update({'gauges': get_r().gauge_slugs()}) return data	[ "def", "get_context_data", "(", "self", ",", "", "", "kwargs", ")", ":", "data", "=", "super", "(", "GaugesView", ",", "self", ")", ".", "get_context_data", "(", "", "", "kwargs", ")", "data", ".", "update", "(", "{", "'gauges'", ":", "get_r", "(...	47.6	12.6
def visit_unaryop(self, node): """return an astroid.UnaryOp node as string""" if node.op == "not": operator = "not " else: operator = node.op return "%s%s" % (operator, self._precedence_parens(node, node.operand))	[ "def", "visit_unaryop", "(", "self", ",", "node", ")", ":", "if", "node", ".", "op", "==", "\"not\"", ":", "operator", "=", "\"not \"", "else", ":", "operator", "=", "node", ".", "op", "return", "\"%s%s\"", "%", "(", "operator", ",", "self", ".", "_p...	37.571429	15.571429
def handle_pagination(self, page_num=None, page_size=None): """ Handle retrieving and processing the next page of results. """ self._response_json = self.get_next_page(page_num=page_num, page_size=page_size) self.update_attrs() self.position = 0 self.values = self.process_page()	[ "def", "handle_pagination", "(", "self", ",", "page_num", "=", "None", ",", "page_size", "=", "None", ")", ":", "self", ".", "_response_json", "=", "self", ".", "get_next_page", "(", "page_num", "=", "page_num", ",", "page_size", "=", "page_size", ")", "se...	52.333333	16

async def get_cred_def_id(self): """ Get the ledger ID of the object Example: source_id = 'foobar123' schema_name = 'Schema Name' payment_handle = 0 credential_def1 = await CredentialDef.create(source_id, name, schema_id, payment_handle) assert await cred...

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40.3125

18.8125

def cgnr_prolongation_smoothing(A, T, B, BtBinv, Sparsity_Pattern, maxiter, tol, weighting='local', Cpt_params=None): """Use CGNR to smooth T by solving A T = 0, subject to nullspace and sparsity constraints. Parameters ---------- A : csr_matrix, bsr_matrix SPD s...

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38.412791

22.325581

def transport_connected(self): """Called when transport has been connected. Send the stream head if initiator. """ with self.lock: if self.initiator: if self._output_state is None: self._initiate()

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30

9.888889

def usage_palette(parser): """Show usage and available palettes.""" parser.print_usage() print('') print('available palettes:') for palette in sorted(PALETTE): print(' %-12s' % (palette,)) return 0

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25

15.444444

def _store_documentation(self, path, html, overwrite, quiet): """ Stores all documents on the file system. Target location is **path**. File name is the lowercase name of the document + .rst. """ echo("Storing groundwork application documents\n") echo("Application: %s" ...

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36.769231

21.261538

def load_plugins(self, plugin_class_name): """ load all available plugins :param plugin_class_name: str, name of plugin class (e.g. 'PreBuildPlugin') :return: dict, bindings for plugins of the plugin_class_name class """ # imp.findmodule('atomic_reactor') doesn't work ...

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48.347826

18.826087

def _getSmallestDifference(inputList, targetVal): ''' Returns the value in inputList that is closest to targetVal Iteratively splits the dataset in two, so it should be pretty fast ''' targetList = inputList[:] retVal = None while True: # If we're down to one value, stop iterati...

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30.818182

17.787879

def get_top_tracks(self, limit=None, cacheable=True): """Returns the most played tracks as a sequence of TopItem objects.""" params = {} if limit: params["limit"] = limit doc = _Request(self, "chart.getTopTracks", params).execute(cacheable) seq = [] for nod...

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33.555556

19.777778

def set_precision(cls, precision): """Set the number of decimal places used to report percentages.""" assert 0 <= precision < 10 cls._precision = precision cls._near0 = 1.0 / 10**precision cls._near100 = 100.0 - cls._near0

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42.833333

3.166667

def run(self): """Compile libfaketime.""" if sys.platform == "linux" or sys.platform == "linux2": libname = 'libfaketime.so.1' libnamemt = 'libfaketimeMT.so.1' elif sys.platform == "darwin": libname = 'libfaketime.1.dylib' libnamemt = 'libfaketimeM...

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36.591837

19.040816

def fetch_album(self, album_id, terr=KKBOXTerritory.TAIWAN): ''' Fetches an album by given ID. :param album_id: the album ID. :type album_id: str :param terr: the current territory. :return: API response. :rtype: dict See `https://docs-en.kkbox.codes/v1....

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37.333333

22.133333

def getBucketInfo(self, buckets): """See the function description in base.py""" return [EncoderResult(value=0, scalar=0, encoding=numpy.zeros(self.n))]

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52.333333

14

def create_instance(self, nova, image_name, instance_name, flavor): """Create the specified instance.""" self.log.debug('Creating instance ' '({}|{}|{})'.format(instance_name, image_name, flavor)) image = nova.glance.find_image(image_name) flavor = nova.flavors.fin...

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38.347826

18.347826

def sasutil(self) -> 'SASutil': """ This methods creates a SASutil object which you can use to run various analytics. See the sasutil.py module. :return: sasutil object """ if not self._loaded_macros: self._loadmacros() self._loaded_macros = True ...

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28.166667

15.166667

def verify_signature(self, addr): """ Given an address, verify whether or not it was signed by it """ return verify(virtualchain.address_reencode(addr), self.get_plaintext_to_sign(), self.sig)

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44

18.4

def _ordered_keys(dict_): """ :param dict_: dict of OrderedDict to be processed :return: list of str of keys in the original order or in alphabetical order """ return isinstance(dict_, OrderedDict) and dict_.keys() or \ dict_ and sorted(dict_.keys()) or...

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39.5

11.5

def closenessScores(self, expValues, actValues, fractional=True): """ See the function description in base.py """ # Compute the percent error in log space if expValues[0] > 0: expValue = math.log10(expValues[0]) else: expValue = self.minScaledValue if actValues [0] > 0: ...

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27.862069

16.275862

def connect_mysql(host, port, user, password, database): """Connect to MySQL with retries.""" return pymysql.connect( host=host, port=port, user=user, passwd=password, db=database )

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30.142857

14.428571

def _generatePermEncoderStr(options, encoderDict): """ Generate the string that defines the permutations to apply for a given encoder. Parameters: ----------------------------------------------------------------------- options: experiment params encoderDict: the encoder dict, which gets placed into the des...

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32.135338

19.165414

def animation(self, animation): """Setter for animation property. Parameters ---------- animation: str Defines the animation of the spinner """ self._animation = animation self._text = self._get_text(self._text['original'])

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31.444444

11.444444

def load(self, size): """open and read the file is existent""" if self.exists() and self.isfile(): return eval(open(self).read(size))

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39.5

7

def add_field(self, field): """ Adds a field to this table :param field: This can be a string of a field name, a dict of {'alias': field}, or a ``Field`` instance :type field: str or dict or Field """ field = FieldFactory( field, ) ...

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26.538462

16.923077

def _on_process_finished(self): """ Write the process finished message and emit the `finished` signal. """ exit_code = self._process.exitCode() if self._process.exitStatus() != self._process.NormalExit: exit_code = 139 self._formatter.append_message('\x1b[0m\n...

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46

17.818182

def convert_pkt_to_json(pkg): """ convert_pkt_to_json Inspired by: https://gist.githubusercontent.com/cr0hn/1b0c2e672cd0721d3a07/raw/9144676ceb12dbd545e6dce366822bbedde8de2c/pkg_to_json.py This function convert a Scapy packet to JSON :param pkg: A kamene package :type pkg: objects :return:...

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41.112903

16.185484

def async_call(self, fn, *args, **kwargs): """Schedule `fn` to be called by the event loop soon. This function is thread-safe, and is the only way code not on the main thread could interact with nvim api objects. This function can also be called in a synchronous event handler, ...

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39.681818

18.318182

def _set_nameserver_fc4s(self, v, load=False): """ Setter method for nameserver_fc4s, mapped from YANG variable /brocade_nameserver_rpc/get_nameserver_detail/output/show_nameserver/nameserver_fc4s (nameserver-fc4s-type) If this variable is read-only (config: false) in the source YANG file, then _set_nam...

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78.44

38.96

def start(self): """ Starts this router. At least the IOS image must be set before starting it. """ # trick: we must send sensors and power supplies info after starting the router # otherwise they are not taken into account (Dynamips bug?) yield from Router.start...

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40.538462

17.307692

def server_by_name(name, profile=None, **kwargs): ''' Return information about a server name Server Name CLI Example: .. code-block:: bash salt '*' nova.server_by_name myserver profile=openstack ''' conn = _auth(profile, **kwargs) return conn.server_by_name(name)

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20.066667

24.2

def list_dirnames_in_directory(self, dirname): """List all names of directories that exist at the root of this bucket directory. Note that *directories* don't exist in S3; rather directories are inferred from path names. Parameters ---------- dirname : `str` ...

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38.5

20.423077

def find_segments(stops, shape): """Find corresponding shape points for a list of stops and create shape break points. Parameters ---------- stops: stop-sequence (list) List of stop points shape: list of shape points shape-sequence of shape points Returns ------- break_...

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36.453333

16.826667

def _ResolvePath(self, path, expand_variables=True): """Resolves a Windows path in file system specific format. This function will check if the individual path segments exists within the file system. For this it will prefer the first case sensitive match above a case insensitive match. If no match was ...

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37.292683

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def _parse_attribute_details_file(self, prop=ATTRIBUTES): """ Concatenates a list of Attribute Details data structures parsed from a remote file """ # Parse content from remote file URL, which may be stored in one of two places: # Starting at: contentInfo/MD_FeatureCatalogueDescription/featu...

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def apply_with(self, _, val, ctx): """ constructor example val: { # header values used in multipart/form-data according to RFC2388 'header': { 'Content-Type': 'text/plain', # according to RFC2388, available values are '7bi...

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def _get_tough_method(self, method): """Return a "tough" version of a connection class method. The tough version checks whether the connection is bad (lost) and automatically and transparently tries to reset the connection if this is the case (for instance, the database has been restart...

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def load_classifier(): """Train the intent classifier.""" path = os.path.join(l.TOPDIR, 'clf.pickle') obj = pickle.load(open(path, 'r')) return obj['tfidf_model'], obj['clf'], obj['target_names']

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def is_terminal(self, symbol: str) -> bool: """ This function will be called on nodes of a logical form tree, which are either non-terminal symbols that can be expanded or terminal symbols that must be leaf nodes. Returns ``True`` if the given symbol is a terminal symbol. """ ...

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def namespaced_function(function, global_dict, defaults=None, preserve_context=False): ''' Redefine (clone) a function under a different globals() namespace scope preserve_context: Allow keeping the context taken from orignal namespace, and extend it with globals() taken from ...

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def run_vcs_tool(path, action): """If path is a valid VCS repository, run the corresponding VCS tool Supported VCS actions: 'commit', 'browse' Return False if the VCS tool is not installed""" info = get_vcs_info(get_vcs_root(path)) tools = info['actions'][action] for tool, args in tools: ...

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def motif3funct_wei(W): ''' Functional motifs are subsets of connection patterns embedded within anatomical motifs. Motif frequency is the frequency of occurrence of motifs around a node. Motif intensity and coherence are weighted generalizations of motif frequency. Parameters ---------- ...

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def get_absorbing_atom_symbol_index(absorbing_atom, structure): """ Return the absorbing atom symboll and site index in the given structure. Args: absorbing_atom (str/int): symbol or site index structure (Structure) Returns: str, int: symbol and site index """ if isinst...

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def _coerceSingleRepetition(self, dataSet): """ Make a new liveform with our parameters, and get it to coerce our data for us. """ # make a liveform because there is some logic in _coerced form = LiveForm(lambda **k: None, self.parameters, self.name) return form.f...

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def alias_exists(aliases, indices=None, hosts=None, profile=None): ''' Return a boolean indicating whether given alias exists indices Single or multiple indices separated by comma, use _all to perform the operation on all indices. aliases Alias names separated by comma CLI example:...

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def spkpos(targ, et, ref, abcorr, obs): """ Return the position of a target body relative to an observing body, optionally corrected for light time (planetary aberration) and stellar aberration. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/spkpos_c.html :param targ: Target body name...

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def get_default_config(self): """ Returns the default collector settings """ config = super(IPCollector, self).get_default_config() config.update({ 'path': 'ip', 'allowed_names': 'InAddrErrors, InDelivers, InDiscards, ' + 'InHdrErrors, InReceives, InUn...

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def loadtitlefont(self): """Auxiliary method to load font if not yet done.""" if self.titlefont == None: # print 'the bloody fonts dir is????', fontsdir # print 'pero esto que hace??', os.path.join(fontsdir, "courR18.pil") # /home/vital/Workspace/pyResources/Scientifi...

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def writeObject(self, obj, output, setReferencePosition=False): """Serializes the given object to the output. Returns output. If setReferencePosition is True, will set the position the object was written. """ def proc_variable_length(format, length): result = b'...

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def display(self, content = None, **settings): """ Perform widget rendering and output the result. """ lines = self.render(content, **settings) for l in lines: print(l)

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def LinearContrast(alpha=1, per_channel=False, name=None, deterministic=False, random_state=None): """Adjust contrast by scaling each pixel value to ``127 + alpha*(I_ij-127)``. dtype support:: See :func:`imgaug.augmenters.contrast.adjust_contrast_linear`. Parameters ---------- alpha : num...

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def prepack(self, namedstruct, skip_self=False, skip_sub=False): ''' Run prepack ''' if not skip_sub and hasattr(namedstruct, self.name) and hasattr(self.basetypeparser, 'fullprepack'): self.basetypeparser.fullprepack(getattr(namedstruct, self.name)) Parser.prepack(se...

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def config_filename(filename): """ Obtains the first filename found that is included in one of the configuration folders. This function returs the full path for the file. * It is useful for files that are not config-formatted (e.g. hosts files, json, etc.) that will be rea...

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def geo_name(self): """ Return a name of the state or county, or, for other lowever levels, the name of the level type in the county. :return: """ if self.level == 'county': return str(self.county_name) elif self.level == 'state': return ...

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def circular(cls, shape, pixel_scale, radius_arcsec, centre=(0., 0.), invert=False): """Setup a mask where unmasked pixels are within a circle of an input arc second radius and centre. Parameters ---------- shape: (int, int) The (y,x) shape of the mask in units of pixels. ...

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def _jobresult(self, jobid, json=True, headers=None): """Poll the async job result. To be run via in a Thread, the result is put within the result list which is a hack. """ failures = 0 total_time = self.job_timeout or 2**30 remaining = timedelta(seconds=total_t...

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def taskfileinfo_task_data(tfi, role): """Return the data for task :param tfi: the :class:`jukeboxcore.filesys.TaskFileInfo` holds the data :type tfi: :class:`jukeboxcore.filesys.TaskFileInfo` :param role: item data role :type role: QtCore.Qt.ItemDataRole :returns: data for the task :rtype:...

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def delete_answer(self, answer_id): """Deletes the ``Answer`` identified by the given ``Id``. arg: answer_id (osid.id.Id): the ``Id`` of the ``Answer`` to delete raise: NotFound - an ``Answer`` was not found identified by the given ``Id`` raise: Null...

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def yaml_tag_constructor(loader, tag, node): """convert shorthand intrinsic function to full name """ def _f(loader, tag, node): if tag == '!GetAtt': return node.value.split('.') elif type(node) == yaml.SequenceNode: return loader.construct_sequence(node) else...

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def render_html(self, obj, context=None): """ Generate the 'html' attribute of an oembed resource using a template. Sort of a corollary to the parser's render_oembed method. By default, the current mapping will be passed in as the context. OEmbed templates are stored in...

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def set_string(self, string_options): """Set a series of properties using a string. For example:: 'fred=12, tile' '[fred=12]' """ vo = ffi.cast('VipsObject *', self.pointer) cstr = _to_bytes(string_options) result = vips_lib.vips_object_set_fro...

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def unique_(self, col): """ Returns unique values in a column """ try: df = self.df.drop_duplicates(subset=[col], inplace=False) return list(df[col]) except Exception as e: self.err(e, "Can not select unique data")

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def parallel_epd_lcdir( lcdir, externalparams, lcfileglob=None, timecols=None, magcols=None, errcols=None, lcformat='hat-sql', lcformatdir=None, epdsmooth_sigclip=3.0, epdsmooth_windowsize=21, epdsmooth_func=smooth_magseries_savgol,...

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def arraylike_to_numpy(array_like): """Convert a 1d array-like (e.g,. list, tensor, etc.) to an np.ndarray""" orig_type = type(array_like) # Convert to np.ndarray if isinstance(array_like, np.ndarray): pass elif isinstance(array_like, list): array_like = np.array(array_like) el...

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def has(self, character): ''' Get if character (or character code point) is contained by any range on this range group. :param character: character or unicode code point to look for :type character: str or int :returns: True if character is contained by any range, False ...

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def get_text_path(self): """ Returns the path of the directory containing text if they exist in this dataset. """ for res in self.dsDoc['dataResources']: resPath = res['resPath'] resType = res['resType'] isCollection = res['isCollection'] i...

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def title(self, title=None): """Returns or sets (if a value is provided) the chart's title. :param str title: If given, the chart's title will be set to this. :rtype: ``str``""" if title is None: return self._title else: if not isinstance(title, str): ...

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def tempo_account_update_customer_by_id(self, customer_id=1, data=None): """ Updates an Attribute. Caller must have Manage Account Permission. Attribute can be a Category or Customer. :param customer_id: id of Customer record :param data: format is { ...

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def parse_phone(phone): """Parses the given phone, or returns ``None`` if it's invalid.""" if isinstance(phone, int): return str(phone) else: phone = re.sub(r'[+()\s-]', '', str(phone)) if phone.isdigit(): return phone

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def _asString(self, value): """converts the value as a string""" if sys.version_info[0] == 3: if isinstance(value, str): return value elif isinstance(value, bytes): return value.decode('utf-8') elif sys.version_info[0] == 2: ret...

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def extract_variants(pattern): """Extract the pattern variants (ie. {foo,bar}baz = foobaz or barbaz).""" v1, v2 = pattern.find('{'), pattern.find('}') if v1 > -1 and v2 > v1: variations = pattern[v1+1:v2].split(',') variants = [pattern[:v1] + v + pattern[v2+1:] for v in variations] else:...

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def __get_doc_block_lines(self): """ Returns the start and end line of the DOcBlock of the stored routine code. """ line1 = None line2 = None i = 0 for line in self._routine_source_code_lines: if re.match(r'\s*/\*\*', line): line1 = i ...

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def _from_dict(cls, _dict): """Initialize a Tables object from a json dictionary.""" args = {} if 'location' in _dict: args['location'] = Location._from_dict(_dict.get('location')) if 'text' in _dict: args['text'] = _dict.get('text') if 'section_title' in ...

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def export_to_pem(self, private_key=False, password=False): """Exports keys to a data buffer suitable to be stored as a PEM file. Either the public or the private key can be exported to a PEM file. For private keys the PKCS#8 format is used. If a password is provided the best encryption ...

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def plot_T_dependent_property(self, Tmin=None, Tmax=None, methods=[], pts=50, only_valid=True, order=0): # pragma: no cover r'''Method to create a plot of the property vs temperature according to either a specified list of methods, or user methods (if set), or all ...

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def _get_what_to_read_next(fp, previously_read_position, chunk_size): """Return information on which file pointer position to read from and how many bytes. Args: fp past_read_positon (int): The file pointer position that has been read previously chunk_size(int): ideal io chunk_size ...

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def get_routing_tuples(cls): '''A generator of (rule, callback) tuples.''' for callback in cls.callbacks: ep_name = '{}.{}'.format(cls.api.__name__, callback.__name__) yield (Rule(cls.endpoint_path, endpoint=ep_name, methods=callbac...

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def full_task(self, token_id, presented_pronunciation, pronunciation, pronunciation_probability, warn=True, default=True): """Provide the prediction of the full task. This function is used to predict the probability of a given pronunciation being reported for a given token. :...

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def _notifications(self): """ Get the number of unread notifications. """ if not self.username or not self.auth_token: if not self.notification_warning: self.py3.notify_user( "Github module needs username and " "auth_tok...

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def _filter_data(self, pattern): ''' Removes parameters which match the pattern from the config data ''' removed = [] filtered = [] for param in self.data: if not param[0].startswith(pattern): filtered.append(param) else: ...

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def deprecated(message=None): """A decorator for deprecated functions""" def _decorator(func, message=message): if message is None: message = '%s is deprecated' % func.__name__ def newfunc(*args, **kwds): warnings.warn(message, DeprecationWarning, stacklevel=2) ...

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def BitVecSym( name: str, size: int, annotations: Annotations = None ) -> z3.BitVecRef: """Creates a new bit vector with a symbolic value.""" return z3.BitVec(name, size)

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38.8

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def _fit_gpu(self, Ciu_host, Cui_host, show_progress=True): """ specialized training on the gpu. copies inputs to/from cuda device """ if not implicit.cuda.HAS_CUDA: raise ValueError("No CUDA extension has been built, can't train on GPU.") if self.dtype == np.float64: lo...

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def get_case(flags): """Parse flags for case sensitivity settings.""" if not bool(flags & CASE_FLAGS): case_sensitive = util.is_case_sensitive() elif flags & FORCECASE: case_sensitive = True else: case_sensitive = False return case_sensitive

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27.7

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def decoherence_noise_with_asymmetric_ro(gates: Sequence[Gate], p00=0.975, p11=0.911): """Similar to :py:func:`_decoherence_noise_model`, but with asymmetric readout. For simplicity, we use the default values for T1, T2, gate times, et al. and only allow the specification of readout fidelities. """ ...

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50.363636

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def parse_cl_args(in_args): """Parse input commandline arguments, handling multiple cases. Returns the main config file and set of kwargs. """ sub_cmds = {"upgrade": install.add_subparser, "runfn": runfn.add_subparser, "graph": graph.add_subparser, "versi...

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54.244681

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def _compute_ratio(top, bot): """ Make a map that is the ratio of two maps """ data = np.where(bot.data > 0, top.data / bot.data, 0.) return HpxMap(data, top.hpx)

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38

7.4

def _rgb_to_hsv(rgbs): """Convert Nx3 or Nx4 rgb to hsv""" rgbs, n_dim = _check_color_dim(rgbs) hsvs = list() for rgb in rgbs: rgb = rgb[:3] # don't use alpha here idx = np.argmax(rgb) val = rgb[idx] c = val - np.min(rgb) if c == 0: hue = 0 ...

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29.962963

13.555556

def gen_keys(keysize=2048): ''' Generate Salt minion keys and return them as PEM file strings ''' # Mandate that keys are at least 2048 in size if keysize < 2048: keysize = 2048 tdir = tempfile.mkdtemp() salt.crypt.gen_keys(tdir, 'minion', keysize) priv_path = os.path.join(tdir,...

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35.111111

17.666667

def add_cats(self, axis, cat_data): ''' Add categories to rows or columns using cat_data array of objects. Each object in cat_data is a dictionary with one key (category title) and value (rows/column names) that have this category. Categories will be added onto the existing categories and will be added in the o...

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26.387097

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def get_weights(self): """ Get weights for this layer :return: list of numpy arrays which represent weight and bias """ tensorWeights = callBigDlFunc(self.bigdl_type, "getWeights", self.value) if tensorWeights is not None: return...

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34.846154

16.384615

def loadfile(path, mode=None, filetype=None, **kwargs): """Loads the given file using the appropriate InferenceFile class. If ``filetype`` is not provided, this will try to retreive the ``filetype`` from the file's ``attrs``. If the file does not exist yet, an IOError will be raised if ``filetype`` is ...

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39.138889

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def _yield_leaves(self, url, tree): ''' Yields a URL corresponding to a leaf dataset for each dataset described by the catalog :param str url: URL for the current catalog :param lxml.etree.Eleemnt tree: Current XML Tree ''' for leaf in tree.findall('.//{%s}dataset[@urlPat...

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42.75

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def siblings_before(self): """ :return: a list of this node's siblings that occur *before* this node in the DOM. """ impl_nodelist = self.adapter.get_node_children(self.parent.impl_node) before_nodelist = [] for n in impl_nodelist: if n == self.imp...

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35.916667

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def GetPropertyValueEx(self, propertyId: int, ignoreDefaultValue: int) -> Any: """ Call IUIAutomationElement::GetCurrentPropertyValueEx. propertyId: int, a value in class `PropertyId`. ignoreDefaultValue: int, 0 or 1. Return Any, corresponding type according to propertyId. ...

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62

28.444444

def most_recent_common_ancestor(self, *ts): """Find the MRCA of some tax_ids. Returns the MRCA of the specified tax_ids, or raises ``NoAncestor`` if no ancestor of the specified tax_ids could be found. """ if len(ts) > 200: res = self._large_mrca(ts) else: ...

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28

17.875

def is_readable(path=None): """ Test if the supplied filesystem path can be read :param path: A filesystem path :return: True if the path is a file that can be read. Otherwise, False """ if os.path.isfile(path) and os.access(path, os.R_OK): return True return False

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32.555556

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def compute_availabilities(hdf5_file, N_columns, damping, N_processes, rows_sum): """Coordinates the computation and update of the availability matrix for Affinity Propagation clustering. Parameters ---------- hdf5_file : string or file handle Specify access to the hierarchical dat...

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35.372093

24.372093

def itemgetters(*args): """ Get a handful of items from an iterable. This is just map(itemgetter(...), iterable) with a list comprehension. """ f = itemgetter(*args) def inner(l): return [f(x) for x in l] return inner

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18.846154

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def load_user_from_request(req): """ Just like the Flask.login load_user_from_request If you need to customize the user loading from your database, the FlaskBitjws.get_user_by_key method is the one to modify. :param req: The flask request to load a user based on. """ load_jws_from_request(...

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37.366667

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def get_context_data(self, **kwargs): """Includes the Gauge slugs and data in the context.""" data = super(GaugesView, self).get_context_data(**kwargs) data.update({'gauges': get_r().gauge_slugs()}) return data

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47.6

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def visit_unaryop(self, node): """return an astroid.UnaryOp node as string""" if node.op == "not": operator = "not " else: operator = node.op return "%s%s" % (operator, self._precedence_parens(node, node.operand))

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37.571429

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def handle_pagination(self, page_num=None, page_size=None): """ Handle retrieving and processing the next page of results. """ self._response_json = self.get_next_page(page_num=page_num, page_size=page_size) self.update_attrs() self.position = 0 self.values = self.process_page()

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52.333333

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