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
async def create_subprocess_with_handle(command, display_handle, , shell=False, cwd, *kwargs): '''Writes subproces...	[ "async", "def", "create_subprocess_with_handle", "(", "command", ",", "display_handle", ",", "", ",", "shell", "=", "False", ",", "cwd", ",", "", "*", "kwargs", ")", ":", "# We're going to get chunks of bytes from the subprocess, and it's possible", "# that one of those...	41.014706	0.00035
def filesys_decode(path): """ Ensure that the given path is decoded, NONE when no expected encoding works """ if isinstance(path, six.text_type): return path fs_enc = sys.getfilesystemencoding() or 'utf-8' candidates = fs_enc, 'utf-8' for enc in candidates: try: ...	[ "def", "filesys_decode", "(", "path", ")", ":", "if", "isinstance", "(", "path", ",", "six", ".", "text_type", ")", ":", "return", "path", "fs_enc", "=", "sys", ".", "getfilesystemencoding", "(", ")", "or", "'utf-8'", "candidates", "=", "fs_enc", ",", "'...	22.882353	0.002469
def add_loom(self, other_file: str, key: str = None, fill_values: Dict[str, np.ndarray] = None, batch_size: int = 1000, convert_attrs: bool = False, include_graphs: bool = False) -> None: """ Add the content of another loom file Args: other_file: filename of the loom file to append key: ...	[ "def", "add_loom", "(", "self", ",", "other_file", ":", "str", ",", "key", ":", "str", "=", "None", ",", "fill_values", ":", "Dict", "[", "str", ",", "np", ".", "ndarray", "]", "=", "None", ",", "batch_size", ":", "int", "=", "1000", ",", "convert_...	55.293333	0.021796
def _push_status(data, item): ''' Process a status update from a docker push, updating the data structure ''' status = item['status'].lower() if 'id' in item: if 'already pushed' in status or 'already exists' in status: # Layer already exists already_pushed = data.set...	[ "def", "_push_status", "(", "data", ",", "item", ")", ":", "status", "=", "item", "[", "'status'", "]", ".", "lower", "(", ")", "if", "'id'", "in", "item", ":", "if", "'already pushed'", "in", "status", "or", "'already exists'", "in", "status", ":", "#...	40.875	0.001495
def push(i): """ Input: { (repo_uoa) - repo UOA, if needed module_uoa - module UOA data_uoa - data UOA (filename) - local filename or (cid[0]) (extra_path) ...	[ "def", "push", "(", "i", ")", ":", "# Check if global writing is allowed", "r", "=", "check_writing", "(", "{", "}", ")", "if", "r", "[", "'return'", "]", ">", "0", ":", "return", "r", "o", "=", "i", ".", "get", "(", "'out'", ",", "''", ")", "ruoa"...	25.794521	0.037075
def get_oldest_commit(self): ''' Get oldest commit involving this file :returns: Oldest commit ''' return self.git.get_commits(self.content.source_path, self.follow)[-1]	[ "def", "get_oldest_commit", "(", "self", ")", ":", "return", "self", ".", "git", ".", "get_commits", "(", "self", ".", "content", ".", "source_path", ",", "self", ".", "follow", ")", "[", "-", "1", "]" ]	29.142857	0.009524
def _get_vsan_datastore(si, cluster_name): '''Retrieves the vsan_datastore''' log.trace('Retrieving vsan datastore') vsan_datastores = [ds for ds in __salt__['vsphere.list_datastores_via_proxy']( service_instance=si) if ds['type'] == ...	[ "def", "_get_vsan_datastore", "(", "si", ",", "cluster_name", ")", ":", "log", ".", "trace", "(", "'Retrieving vsan datastore'", ")", "vsan_datastores", "=", "[", "ds", "for", "ds", "in", "__salt__", "[", "'vsphere.list_datastores_via_proxy'", "]", "(", "service_i...	38.357143	0.001818
def normalized_per_object(image, labels): """Normalize the intensities of each object to the [0, 1] range.""" nobjects = labels.max() objects = np.arange(nobjects + 1) lmin, lmax = scind.extrema(image, labels, objects)[:2] # Divisor is the object's max - min, or 1 if they are the same. divisor =...	[ "def", "normalized_per_object", "(", "image", ",", "labels", ")", ":", "nobjects", "=", "labels", ".", "max", "(", ")", "objects", "=", "np", ".", "arange", "(", "nobjects", "+", "1", ")", "lmin", ",", "lmax", "=", "scind", ".", "extrema", "(", "imag...	49.222222	0.002217
def listen_on(self, trigger: str, **kwargs) -> callable: """ This is a simple decorator for registering a callback for an event. You can also use 'register_listener'. A list with all possible options is available via LISTEN_ON_OPTIONS. :param trigger: Currently supported options: 'univer...	[ "def", "listen_on", "(", "self", ",", "trigger", ":", "str", ",", "", "", "kwargs", ")", "->", "callable", ":", "def", "decorator", "(", "f", ")", ":", "self", ".", "register_listener", "(", "trigger", ",", "f", ",", "", "", "kwargs", ")", "ret...	48.7	0.008065
def create_tag(self, tag_name=None, properties): """Creates a tag and adds it to the tag table of the TextBuffer. :param str tag_name: Name of the new tag, or None :param properties: Keyword list of properties and their values :returns: A new tag....	[ "def", "create_tag", "(", "self", ",", "tag_name", "=", "None", ",", "", "", "properties", ")", ":", "tag", "=", "Gtk", ".", "TextTag", "(", "name", "=", "tag_name", ",", "", "", "properties", ")", "self", ".", "_get_or_create_tag_table", "(", ")",...	35.538462	0.002107
def right(self): """ Entry is right sibling of current directory entry """ return self.source.directory[self.right_sibling_id] \ if self.right_sibling_id != NOSTREAM else None	[ "def", "right", "(", "self", ")", ":", "return", "self", ".", "source", ".", "directory", "[", "self", ".", "right_sibling_id", "]", "if", "self", ".", "right_sibling_id", "!=", "NOSTREAM", "else", "None" ]	35.666667	0.009132
def parse_mark_duplicate_metrics(fn): """ Parse the output from Picard's MarkDuplicates and return as pandas Series. Parameters ---------- filename : str of filename or file handle Filename of the Picard output you want to parse. Returns ------- metrics : pandas.Series ...	[ "def", "parse_mark_duplicate_metrics", "(", "fn", ")", ":", "with", "open", "(", "fn", ")", "as", "f", ":", "lines", "=", "[", "x", ".", "strip", "(", ")", ".", "split", "(", "'\\t'", ")", "for", "x", "in", "f", ".", "readlines", "(", ")", "]", ...	26.137931	0.001272
def notify(self, message, priority='normal', timeout=0, block=False): """ opens notification popup. :param message: message to print :type message: str :param priority: priority string, used to format the popup: currently, 'normal' and 'error' are define...	[ "def", "notify", "(", "self", ",", "message", ",", "priority", "=", "'normal'", ",", "timeout", "=", "0", ",", "block", "=", "False", ")", ":", "def", "build_line", "(", "msg", ",", "prio", ")", ":", "cols", "=", "urwid", ".", "Columns", "(", "[", ...	43.057692	0.000873
def extract_table(html): soup = BeautifulSoup(html,'lxml') table = soup.find("table", attrs={"class":"basic_table"}) if table is None: return table return table '''# The first tr contains the field names. datasets = [] for row in table.find_all("tr"): dataset = list((td...	[ "def", "extract_table", "(", "html", ")", ":", "soup", "=", "BeautifulSoup", "(", "html", ",", "'lxml'", ")", "table", "=", "soup", ".", "find", "(", "\"table\"", ",", "attrs", "=", "{", "\"class\"", ":", "\"basic_table\"", "}", ")", "if", "table", "is...	31.705882	0.010811
def solve(self, lam): '''Solves the GFL for a fixed value of lambda.''' s = weighted_graphtf_poisson(self.nnodes, self.obs, lam, self.Dk.shape[0], self.Dk.shape[1], self.Dk.nnz, self.Dk.row.astype('int32'), self.Dk.col.astype('int32'), se...	[ "def", "solve", "(", "self", ",", "lam", ")", ":", "s", "=", "weighted_graphtf_poisson", "(", "self", ".", "nnodes", ",", "self", ".", "obs", ",", "lam", ",", "self", ".", "Dk", ".", "shape", "[", "0", "]", ",", "self", ".", "Dk", ".", "shape", ...	56.555556	0.015474
def did_you_mean(message: str, user_input: str, choices: Sequence[str]) -> str: """ Given a list of choices and an invalid user input, display the closest items in the list that match the input. """ if not choices: return message else: result = { difflib.SequenceMatcher(...	[ "def", "did_you_mean", "(", "message", ":", "str", ",", "user_input", ":", "str", ",", "choices", ":", "Sequence", "[", "str", "]", ")", "->", "str", ":", "if", "not", "choices", ":", "return", "message", "else", ":", "result", "=", "{", "difflib", "...	34	0.002045
def find_all( source, substring, start=None, end=None, overlap=False ): """Return every location a substring can be found in a source string. source The source string to search. start Start offset to read from (default: start) end End offset to stop reading at (default: end) ...	[ "def", "find_all", "(", "source", ",", "substring", ",", "start", "=", "None", ",", "end", "=", "None", ",", "overlap", "=", "False", ")", ":", "return", "[", "x", "for", "x", "in", "find_all_iter", "(", "source", ",", "substring", ",", "start", ",",...	29.1875	0.010373
def main(self, args=None, prog_name=None, complete_var=None, standalone_mode=True, **extra): """This is the way to invoke a script with all the bells and whistles as a command line application. This will always terminate the application after a call. If this is not wanted, ``Syste...	[ "def", "main", "(", "self", ",", "args", "=", "None", ",", "prog_name", "=", "None", ",", "complete_var", "=", "None", ",", "standalone_mode", "=", "True", ",", "", "", "extra", ")", ":", "# If we are in Python 3, we will verify that the environment is", "# sa...	45.952381	0.000761
def _defaultReducePartitions(self): """ Returns the default number of partitions to use during reduce tasks (e.g., groupBy). If spark.default.parallelism is set, then we'll use the value from SparkContext defaultParallelism, otherwise we'll use the number of partitions in this RDD. ...	[ "def", "_defaultReducePartitions", "(", "self", ")", ":", "if", "self", ".", "ctx", ".", "_conf", ".", "contains", "(", "\"spark.default.parallelism\"", ")", ":", "return", "self", ".", "ctx", ".", "defaultParallelism", "else", ":", "return", "self", ".", "g...	49.785714	0.009859
def hotp(key, counter, digits=6): """ These test vectors come from RFC-4226 (https://tools.ietf.org/html/rfc4226#page-32). >>> key = b'12345678901234567890' >>> for c in range(10): ... hotp(key, c) '755224' '287082' '359152' '969429' '338314' '254676' '287922' ...	[ "def", "hotp", "(", "key", ",", "counter", ",", "digits", "=", "6", ")", ":", "msg", "=", "struct", ".", "pack", "(", "'>Q'", ",", "counter", ")", "hs", "=", "hmac", ".", "new", "(", "key", ",", "msg", ",", "hashlib", ".", "sha1", ")", ".", "...	24.68	0.00156
def create_api_pool(self): """Get an instance of Api Pool services facade.""" return ApiPool( self.networkapi_url, self.user, self.password, self.user_ldap)	[ "def", "create_api_pool", "(", "self", ")", ":", "return", "ApiPool", "(", "self", ".", "networkapi_url", ",", "self", ".", "user", ",", "self", ".", "password", ",", "self", ".", "user_ldap", ")" ]	30.571429	0.009091
def validateInterfaceName(n): """ Verifies that the supplied name is a valid DBus Interface name. Throws an L{error.MarshallingError} if the format is invalid @type n: C{string} @param n: A DBus interface name """ try: if '.' not in n: raise Exception('At least two compo...	[ "def", "validateInterfaceName", "(", "n", ")", ":", "try", ":", "if", "'.'", "not", "in", "n", ":", "raise", "Exception", "(", "'At least two components required'", ")", "if", "'..'", "in", "n", ":", "raise", "Exception", "(", "'\"..\" not allowed in interface n...	38.814815	0.000931
def _build_latex_array(self, aliases=None): """Returns an array of strings containing \\LaTeX for this circuit. If aliases is not None, aliases contains a dict mapping the current qubits in the circuit to new qubit names. We will deduce the register names and sizes from aliases. ...	[ "def", "_build_latex_array", "(", "self", ",", "aliases", "=", "None", ")", ":", "columns", "=", "1", "# Rename qregs if necessary", "if", "aliases", ":", "qregdata", "=", "{", "}", "for", "q", "in", "aliases", ".", "values", "(", ")", ":", "if", "q", ...	55.248227	0.001513
def get_results_sig(self): """Get significant results.""" # Only print results when uncorrected p-value < this value. print("{N:7,} of {M:,} results have uncorrected P-values <= {PVAL}=pval\n".format( N=sum(1 for r in self.results_all if r.p_uncorrected < self.args.pval), ...	[ "def", "get_results_sig", "(", "self", ")", ":", "# Only print results when uncorrected p-value < this value.", "print", "(", "\"{N:7,} of {M:,} results have uncorrected P-values <= {PVAL}=pval\\n\"", ".", "format", "(", "N", "=", "sum", "(", "1", "for", "r", "in", "self", ...	52.4	0.009381
def message_info(message): """Return a string describing a message, for debugging purposes.""" method = message.get('method') msgid = message.get('id') error = message.get('error') if method and msgid is not None: return 'method call "{}", id = "{}"'.format(method, msgid) elif method: ...	[ "def", "message_info", "(", "message", ")", ":", "method", "=", "message", ".", "get", "(", "'method'", ")", "msgid", "=", "message", ".", "get", "(", "'id'", ")", "error", "=", "message", ".", "get", "(", "'error'", ")", "if", "method", "and", "msgi...	41.5625	0.001471
def read_tracers_h5(xdmf_file, infoname, snapshot, position): """Extract tracers data from hdf5 files. Args: xdmf_file (:class:`pathlib.Path`): path of the xdmf file. infoname (str): name of information to extract. snapshot (int): snapshot number. position (bool): whether to ext...	[ "def", "read_tracers_h5", "(", "xdmf_file", ",", "infoname", ",", "snapshot", ",", "position", ")", ":", "xdmf_root", "=", "xmlET", ".", "parse", "(", "str", "(", "xdmf_file", ")", ")", ".", "getroot", "(", ")", "tra", "=", "{", "}", "tra", "[", "inf...	44.594595	0.000593
def get_ilwdchar_class(tbl_name, col_name, namespace = globals()): """ Searches this module's namespace for a subclass of _ilwd.ilwdchar whose table_name and column_name attributes match those provided. If a matching subclass is found it is returned; otherwise a new class is defined, added to this module's namespa...	[ "def", "get_ilwdchar_class", "(", "tbl_name", ",", "col_name", ",", "namespace", "=", "globals", "(", ")", ")", ":", "#", "# if the class already exists, retrieve and return it", "#", "key", "=", "(", "str", "(", "tbl_name", ")", ",", "str", "(", "col_name", "...	21.295775	0.037295
def saveSettings( self, settings ): """ Saves the plugin data to the inputed settings system. :param settings \| <QSettings> :return <bool> success """ dataSet = self.dataSet() if ( not dataSet ): return False ...	[ "def", "saveSettings", "(", "self", ",", "settings", ")", ":", "dataSet", "=", "self", ".", "dataSet", "(", ")", "if", "(", "not", "dataSet", ")", ":", "return", "False", "projexui", ".", "saveDataSet", "(", "settings", ",", "self", ".", "uniqueName", ...	26.764706	0.027601
def decode_conjure_bean_type(cls, obj, conjure_type): """Decodes json into a conjure bean type (a plain bean, not enum or union). Args: obj: the json object to decode conjure_type: a class object which is the bean type we're decoding into Returns:...	[ "def", "decode_conjure_bean_type", "(", "cls", ",", "obj", ",", "conjure_type", ")", ":", "deserialized", "=", "{", "}", "# type: Dict[str, Any]", "for", "(", "python_arg_name", ",", "field_definition", ")", "in", "conjure_type", ".", "_fields", "(", ")", ".", ...	41.24	0.001896
def from_file(cls, filename): """Read the configuration parameters from the Yaml file filename.""" try: with open(filename, "r") as fh: return cls.from_dict(yaml.safe_load(fh)) except Exception as exc: print("Error while reading TaskManager parameters from...	[ "def", "from_file", "(", "cls", ",", "filename", ")", ":", "try", ":", "with", "open", "(", "filename", ",", "\"r\"", ")", "as", "fh", ":", "return", "cls", ".", "from_dict", "(", "yaml", ".", "safe_load", "(", "fh", ")", ")", "except", "Exception", ...	43.625	0.008427
def get_aligned_adjacent_coords(x, y): ''' returns the nine clockwise adjacent coordinates on a keypad, where each row is vertically aligned. ''' return [(x-1, y), (x-1, y-1), (x, y-1), (x+1, y-1), (x+1, y), (x+1, y+1), (x, y+1), (x-1, y+1)]	[ "def", "get_aligned_adjacent_coords", "(", "x", ",", "y", ")", ":", "return", "[", "(", "x", "-", "1", ",", "y", ")", ",", "(", "x", "-", "1", ",", "y", "-", "1", ")", ",", "(", "x", ",", "y", "-", "1", ")", ",", "(", "x", "+", "1", ","...	50.6	0.011673
def prime_gen() -> int: # credit to David Eppstein, Wolfgang Beneicke, Paul Hofstra """ A generator for prime numbers starting from 2. """ D = {} yield 2 for q in itertools.islice(itertools.count(3), 0, None, 2): p = D.pop(q, None) if p is None: D[q * q] = 2 * q ...	[ "def", "prime_gen", "(", ")", "->", "int", ":", "# credit to David Eppstein, Wolfgang Beneicke, Paul Hofstra", "D", "=", "{", "}", "yield", "2", "for", "q", "in", "itertools", ".", "islice", "(", "itertools", ".", "count", "(", "3", ")", ",", "0", ",", "No...	25.176471	0.002252
def clear(self): """Clear the console""" if hasattr(self, '_bytes_012'): self._bytes_012.fill(0) self._bytes_345.fill(0) self._text_lines = [] * self._n_rows self._pending_writes = []	[ "def", "clear", "(", "self", ")", ":", "if", "hasattr", "(", "self", ",", "'_bytes_012'", ")", ":", "self", ".", "_bytes_012", ".", "fill", "(", "0", ")", "self", ".", "_bytes_345", ".", "fill", "(", "0", ")", "self", ".", "_text_lines", "=", "[", ...	33.285714	0.008368
def make_vertical_bar(percentage, width=1): """ Draws a vertical bar made of unicode characters. :param value: A value between 0 and 100 :param width: How many characters wide the bar should be. :returns: Bar as a String """ bar = ' _▁▂▃▄▅▆▇█' percentage //= 10 percentage = int(perc...	[ "def", "make_vertical_bar", "(", "percentage", ",", "width", "=", "1", ")", ":", "bar", "=", "' _▁▂▃▄▅▆▇█'", "percentage", "//=", "10", "percentage", "=", "int", "(", "percentage", ")", "if", "percentage", "<", "0", ":", "output", "=", "bar", "[", "0", ...	26.888889	0.001996
def _new_point(self, loglstar, logvol): """Propose points until a new point that satisfies the log-likelihood constraint `loglstar` is found.""" ncall, nupdate = 0, 0 while True: # Get the next point from the queue u, v, logl, nc, blob = self._get_point_value(log...	[ "def", "_new_point", "(", "self", ",", "loglstar", ",", "logvol", ")", ":", "ncall", ",", "nupdate", "=", "0", ",", "0", "while", "True", ":", "# Get the next point from the queue", "u", ",", "v", ",", "logl", ",", "nc", ",", "blob", "=", "self", ".", ...	39.694444	0.001366
def material_to_texture(material): """ Convert a trimesh.visual.texture.Material object into a pyglet- compatible texture object. Parameters -------------- material : trimesh.visual.texture.Material Material to be converted Returns --------------- texture : pyglet.image.Textu...	[ "def", "material_to_texture", "(", "material", ")", ":", "# try to extract a PIL image from material", "if", "hasattr", "(", "material", ",", "'image'", ")", ":", "img", "=", "material", ".", "image", "else", ":", "img", "=", "material", ".", "baseColorTexture", ...	24.973684	0.001014
def scan(self, M): """ LML, fixed-effect sizes, and scale of the candidate set. Parameters ---------- M : array_like Fixed-effects set. Returns ------- lml : float Log of the marginal likelihood. effsizes0 : ndarray ...	[ "def", "scan", "(", "self", ",", "M", ")", ":", "from", "numpy_sugar", ".", "linalg", "import", "ddot", "from", "numpy_sugar", "import", "is_all_finite", "M", "=", "asarray", "(", "M", ",", "float", ")", "if", "M", ".", "shape", "[", "1", "]", "==", ...	31.081633	0.001273
def reformat_record(record): """Repack a record into a cleaner structure for consumption.""" return { "key": record["dynamodb"].get("Keys", None), "new": record["dynamodb"].get("NewImage", None), "old": record["dynamodb"].get("OldImage", None), "meta": { "created_at"...	[ "def", "reformat_record", "(", "record", ")", ":", "return", "{", "\"key\"", ":", "record", "[", "\"dynamodb\"", "]", ".", "get", "(", "\"Keys\"", ",", "None", ")", ",", "\"new\"", ":", "record", "[", "\"dynamodb\"", "]", ".", "get", "(", "\"NewImage\"",...	36.647059	0.001565
def predict(self, X, exposure=None): """ preduct expected value of target given model and input X often this is done via expected value of GAM given input X Parameters --------- X : array-like of shape (n_samples, m_features), default: None containing the inp...	[ "def", "predict", "(", "self", ",", "X", ",", "exposure", "=", "None", ")", ":", "if", "not", "self", ".", "_is_fitted", ":", "raise", "AttributeError", "(", "'GAM has not been fitted. Call fit first.'", ")", "X", "=", "check_X", "(", "X", ",", "n_feats", ...	34.515152	0.001708
def unparse(self, indent_step = 4, max_linelen = 72) : "returns an XML string description of this Introspection tree." out = io.StringIO() def to_string(obj, indent) : tag_name = obj.tag_name attrs = [] for attrname in obj.tag_attrs : attr = ...	[ "def", "unparse", "(", "self", ",", "indent_step", "=", "4", ",", "max_linelen", "=", "72", ")", ":", "out", "=", "io", ".", "StringIO", "(", ")", "def", "to_string", "(", "obj", ",", "indent", ")", ":", "tag_name", "=", "obj", ".", "tag_name", "at...	34.478723	0.017696
def max_likelihood(self, data, weights=None, stats=None, lmbda=0.1): """ As an alternative to MCMC with Polya-gamma augmentation, we also implement maximum likelihood learning via gradient descent with autograd. This follows the pybasicbayes convention. :param data: list...	[ "def", "max_likelihood", "(", "self", ",", "data", ",", "weights", "=", "None", ",", "stats", "=", "None", ",", "lmbda", "=", "0.1", ")", ":", "import", "autograd", ".", "numpy", "as", "anp", "from", "autograd", "import", "value_and_grad", ",", "hessian_...	36.929825	0.000925
def _build_cmd(self, args: Union[list, tuple]) -> str: '''Build command.''' cmd = [self.path] cmd.extend(args) return cmd	[ "def", "_build_cmd", "(", "self", ",", "args", ":", "Union", "[", "list", ",", "tuple", "]", ")", "->", "str", ":", "cmd", "=", "[", "self", ".", "path", "]", "cmd", ".", "extend", "(", "args", ")", "return", "cmd" ]	29.8	0.013072
def shape_weights_hidden(self) -> Tuple[int, int, int]: """Shape of the array containing the activation of the hidden neurons. The first integer value is the number of connection between the hidden layers, the second integer value is maximum number of neurons of all hidden layers feedin...	[ "def", "shape_weights_hidden", "(", "self", ")", "->", "Tuple", "[", "int", ",", "int", ",", "int", "]", ":", "if", "self", ".", "nmb_layers", ">", "1", ":", "nmb_neurons", "=", "self", ".", "nmb_neurons", "return", "(", "self", ".", "nmb_layers", "-",...	42.038462	0.001789
def frequency_bins(header): ''' Returnes the frequency-axis lower bin edge values for the spectrogram. ''' center_frequency = 1.0e6header['rf_center_frequency'] if header["number_of_subbands"] > 1: center_frequency += header["subband_spacing_hz"](header["number_of_subbands"]/2.0 - 0.5) return np.ff...	[ "def", "frequency_bins", "(", "header", ")", ":", "center_frequency", "=", "1.0e6", "*", "header", "[", "'rf_center_frequency'", "]", "if", "header", "[", "\"number_of_subbands\"", "]", ">", "1", ":", "center_frequency", "+=", "header", "[", "\"subband_spacing_hz\...	41.307692	0.023679
def _assemble_and_send_request(self): """ Fires off the Fedex request. @warning: NEVER CALL THIS METHOD DIRECTLY. CALL send_request(), WHICH RESIDES ON FedexBaseService AND IS INHERITED. """ # Fire off the query. return self.client.service.getPickupAvailabil...	[ "def", "_assemble_and_send_request", "(", "self", ")", ":", "# Fire off the query.", "return", "self", ".", "client", ".", "service", ".", "getPickupAvailability", "(", "WebAuthenticationDetail", "=", "self", ".", "WebAuthenticationDetail", ",", "ClientDetail", "=", "...	40.153846	0.001871
def filters_apply(self, objects, filters, context): """ Helper function: Applies a list of filters to a list of either statuses or notifications and returns only those matched by none. This function will apply all filters that match the context provided in `context`, i.e. if you...	[ "def", "filters_apply", "(", "self", ",", "objects", ",", "filters", ",", "context", ")", ":", "# Build filter regex", "filter_strings", "=", "[", "]", "for", "keyword_filter", "in", "filters", ":", "if", "not", "context", "in", "keyword_filter", "[", "\"conte...	45.515152	0.008475
def _MigrationFilenameToInt(fname): """Converts migration filename to a migration number.""" base, _ = os.path.splitext(fname) return int(base)	[ "def", "_MigrationFilenameToInt", "(", "fname", ")", ":", "base", ",", "_", "=", "os", ".", "path", ".", "splitext", "(", "fname", ")", "return", "int", "(", "base", ")" ]	36.5	0.026846
def _unique_id(self, prefix): """ Generate a unique (within the graph) identifer internal to graph generation. """ _id = self._id_gen self._id_gen += 1 return prefix + str(_id)	[ "def", "_unique_id", "(", "self", ",", "prefix", ")", ":", "_id", "=", "self", ".", "_id_gen", "self", ".", "_id_gen", "+=", "1", "return", "prefix", "+", "str", "(", "_id", ")" ]	28.125	0.008621
def generate_stop_word_filter(stop_words, language=None): """Builds a stopWordFilter function from the provided list of stop words. The built in `stop_word_filter` is built using this factory and can be used to generate custom `stop_word_filter` for applications or non English languages. """ d...	[ "def", "generate_stop_word_filter", "(", "stop_words", ",", "language", "=", "None", ")", ":", "def", "stop_word_filter", "(", "token", ",", "i", "=", "None", ",", "tokens", "=", "None", ")", ":", "if", "token", "and", "str", "(", "token", ")", "not", ...	34.45	0.001412
def simulate_dynamic(self, order = 0.998, solution = solve_type.FAST, collect_dynamic = False, step = 0.1, int_step = 0.01, threshold_changes = 0.0000001): """! @brief Performs dynamic simulation of the network until stop condition is not reached. Stop condition is defined by input argument 'order'. ...	[ "def", "simulate_dynamic", "(", "self", ",", "order", "=", "0.998", ",", "solution", "=", "solve_type", ".", "FAST", ",", "collect_dynamic", "=", "False", ",", "step", "=", "0.1", ",", "int_step", "=", "0.01", ",", "threshold_changes", "=", "0.0000001", ")...	49.830769	0.019074
def floodFill(points, startx, starty): """ Returns a set of the (x, y) points of a filled in area. `points` is an iterable of (x, y) tuples of an arbitrary shape. `startx` and `starty` mark the starting point (likely inside the arbitrary shape) to begin filling from. >>> drawPoints(polygon(5,...	[ "def", "floodFill", "(", "points", ",", "startx", ",", "starty", ")", ":", "# Note: We're not going to use recursion here because 1) recursion is", "# overrated 2) on a large enough shape it would cause a stackoverflow", "# 3) flood fill doesn't strictly need recursion because it doesn't req...	34.205128	0.001093
def encryption_iv(self): """ Returns the byte string of the initialization vector for the encryption scheme. Only the PBES2 stores the IV in the params. For PBES1, the IV is derived from the KDF and this property will return None. :return: A byte string or None ...	[ "def", "encryption_iv", "(", "self", ")", ":", "encryption_algo", "=", "self", "[", "'algorithm'", "]", ".", "native", "if", "encryption_algo", "in", "set", "(", "[", "'rc2'", ",", "'rc5'", "]", ")", ":", "return", "self", "[", "'parameters'", "]", ".", ...	34.173913	0.001855
def check_aki_richards_convention(cls, edges): """ Verify that surface (as defined by corner points) conforms with Aki and Richard convention (i.e. surface dips right of surface strike) This method doesn't have to be called by hands before creating the surface object, because it...	[ "def", "check_aki_richards_convention", "(", "cls", ",", "edges", ")", ":", "# 1) extract 4 corner points of surface mesh", "# 2) compute cross products between left and right edges and top edge", "# (these define vectors normal to the surface)", "# 3) compute dot products between cross produc...	41.078431	0.000932
def list_issues( self, status=None, tags=None, assignee=None, author=None, milestones=None, priority=None, no_stones=None, since=None, order=None ): """ List all issues of a project. :param status: filters the status of the issues :param tags: file...	[ "def", "list_issues", "(", "self", ",", "status", "=", "None", ",", "tags", "=", "None", ",", "assignee", "=", "None", ",", "author", "=", "None", ",", "milestones", "=", "None", ",", "priority", "=", "None", ",", "no_stones", "=", "None", ",", "sinc...	38.5625	0.001581
def eq(a, b): """ The great missing equivalence function: Guaranteed evaluation to a single bool value. """ if a is b: return True if a is None or b is None: return True if a is None and b is None else False try: e = a == b except ValueError: return False ...	[ "def", "eq", "(", "a", ",", "b", ")", ":", "if", "a", "is", "b", ":", "return", "True", "if", "a", "is", "None", "or", "b", "is", "None", ":", "return", "True", "if", "a", "is", "None", "and", "b", "is", "None", "else", "False", "try", ":", ...	27.162162	0.000961
def inv(self, q_data, max_iterations=100, tollerance=1e-5): """ Inverse Rosenblatt transformation. If possible the transformation is done analytically. If not possible, transformation is approximated using an algorithm that alternates between Newton-Raphson and binary search. ...	[ "def", "inv", "(", "self", ",", "q_data", ",", "max_iterations", "=", "100", ",", "tollerance", "=", "1e-5", ")", ":", "q_data", "=", "numpy", ".", "asfarray", "(", "q_data", ")", "assert", "numpy", ".", "all", "(", "(", "q_data", ">=", "0", ")", "...	43.352941	0.001991
def _setEndpoint(self, location): ''' Set the endpoint after when Salesforce returns the URL after successful login() ''' # suds 0.3.7+ supports multiple wsdl services, but breaks setlocation :( # see https://fedorahosted.org/suds/ticket/261 try: self._sforce.set_options(location = locatio...	[ "def", "_setEndpoint", "(", "self", ",", "location", ")", ":", "# suds 0.3.7+ supports multiple wsdl services, but breaks setlocation :(", "# see https://fedorahosted.org/suds/ticket/261", "try", ":", "self", ".", "_sforce", ".", "set_options", "(", "location", "=", "location...	34	0.016706
def list_nodes(call=None): ''' Return a list of the VMs that are on the provider ''' if call == 'action': raise SaltCloudSystemExit( 'The list_nodes function must be called with -f or --function.' ) nodes = list_nodes_full() ret = {} for instanceId in nodes: ...	[ "def", "list_nodes", "(", "call", "=", "None", ")", ":", "if", "call", "==", "'action'", ":", "raise", "SaltCloudSystemExit", "(", "'The list_nodes function must be called with -f or --function.'", ")", "nodes", "=", "list_nodes_full", "(", ")", "ret", "=", "{", "...	28.409091	0.001548
def remove_locations(node): """ Removes locations from the given AST tree completely """ def fix(node): if 'lineno' in node._attributes and hasattr(node, 'lineno'): del node.lineno if 'col_offset' in node._attributes and hasattr(node, 'col_offset'): del node.col...	[ "def", "remove_locations", "(", "node", ")", ":", "def", "fix", "(", "node", ")", ":", "if", "'lineno'", "in", "node", ".", "_attributes", "and", "hasattr", "(", "node", ",", "'lineno'", ")", ":", "del", "node", ".", "lineno", "if", "'col_offset'", "in...	24.75	0.002433
def _mint_new_ott_ids(self, how_many=1): """ ASSUMES the caller holds the _doc_counter_lock ! Checks the current int value of the next ottid, reserves a block of {how_many} ids, advances the counter to the next available value, stores the counter in a file in case the server is restarted...	[ "def", "_mint_new_ott_ids", "(", "self", ",", "how_many", "=", "1", ")", ":", "first_minted_id", "=", "self", ".", "_next_ott_id", "self", ".", "_next_ott_id", "=", "first_minted_id", "+", "how_many", "content", "=", "u'{\"next_ott_id\": %d}\\n'", "%", "self", "...	57.352941	0.002018
def info(ctx): """ Display status of OpenPGP application. """ controller = ctx.obj['controller'] click.echo('OpenPGP version: %d.%d.%d' % controller.version) retries = controller.get_remaining_pin_tries() click.echo('PIN tries remaining: {}'.format(retries.pin)) click.echo('Reset code tr...	[ "def", "info", "(", "ctx", ")", ":", "controller", "=", "ctx", ".", "obj", "[", "'controller'", "]", "click", ".", "echo", "(", "'OpenPGP version: %d.%d.%d'", "%", "controller", ".", "version", ")", "retries", "=", "controller", ".", "get_remaining_pin_tries",...	39.52381	0.001176
def _generate_ids(self, document, content): """Generate unique ids for html elements in page content so that it's possible to link to them. """ existing_ids = content.xpath('//*/@id') elements = [ 'p', 'dl', 'dt', 'dd', 'table', 'div', 'section', 'figure', ...	[ "def", "_generate_ids", "(", "self", ",", "document", ",", "content", ")", ":", "existing_ids", "=", "content", ".", "xpath", "(", "'//*/@id'", ")", "elements", "=", "[", "'p'", ",", "'dl'", ",", "'dt'", ",", "'dd'", ",", "'table'", ",", "'div'", ",", ...	43.782609	0.000971
def get_default_ref(repo): """Return a `github.GitRef` object for the HEAD of the default branch. Parameters ---------- repo: github.Repository.Repository repo to get default branch head ref from Returns ------- head : :class:`github.GitRef` instance Raises ------ gith...	[ "def", "get_default_ref", "(", "repo", ")", ":", "assert", "isinstance", "(", "repo", ",", "github", ".", "Repository", ".", "Repository", ")", ",", "type", "(", "repo", ")", "# XXX this probably should be resolved via repos.yaml", "default_branch", "=", "repo", "...	30.030303	0.000978
def _get_main_language(): """ returns the main language :return: """ try: main_language = TransLanguage.objects.filter(main_language=True).get() return main_language.code except TransLanguage.DoesNotExist: return 'es'	[ "def", "_get_main_language", "(", ")", ":", "try", ":", "main_language", "=", "TransLanguage", ".", "objects", ".", "filter", "(", "main_language", "=", "True", ")", ".", "get", "(", ")", "return", "main_language", ".", "code", "except", "TransLanguage", "."...	29.2	0.009967
def parse_mimetype(mimetype: str) -> MimeType: """Parses a MIME type into its components. mimetype is a MIME type string. Returns a MimeType object. Example: >>> parse_mimetype('text/html; charset=utf-8') MimeType(type='text', subtype='html', suffix='', parameters={'charset': 'u...	[ "def", "parse_mimetype", "(", "mimetype", ":", "str", ")", "->", "MimeType", ":", "if", "not", "mimetype", ":", "return", "MimeType", "(", "type", "=", "''", ",", "subtype", "=", "''", ",", "suffix", "=", "''", ",", "parameters", "=", "MultiDictProxy", ...	32.210526	0.000793
def authorize_security_group( self, group_name=None, group_id=None, source_group_name="", source_group_owner_id="", ip_protocol="", from_port="", to_port="", cidr_ip=""): """ There are two ways to use C{authorize_security_group}: 1) associate an existing group (source group) ...	[ "def", "authorize_security_group", "(", "self", ",", "group_name", "=", "None", ",", "group_id", "=", "None", ",", "source_group_name", "=", "\"\"", ",", "source_group_owner_id", "=", "\"\"", ",", "ip_protocol", "=", "\"\"", ",", "from_port", "=", "\"\"", ",",...	45.984127	0.001352
def check_mailfy(self, query, kwargs={}): """ Verifying a mailfy query in this platform. This might be redefined in any class inheriting from Platform. The only condition is that any of this should return a dictionary as defined. Args: ----- query: The eleme...	[ "def", "check_mailfy", "(", "self", ",", "query", ",", "kwargs", "=", "{", "}", ")", ":", "import", "re", "import", "requests", "s", "=", "requests", ".", "Session", "(", ")", "# Getting the first response to grab the csrf_token", "r1", "=", "s", ".", "get",...	30.416667	0.00177
def matchesEachOf(cntxt: Context, T: RDFGraph, expr: ShExJ.EachOf, _: DebugContext) -> bool: """ expr is an EachOf and there is some partition of T into T1, T2,… such that for every expression expr1, expr2,… in shapeExprs, matches(Tn, exprn, m). """ return EachOfEvaluator(cntxt, T, expr).evaluate(cnt...	[ "def", "matchesEachOf", "(", "cntxt", ":", "Context", ",", "T", ":", "RDFGraph", ",", "expr", ":", "ShExJ", ".", "EachOf", ",", "_", ":", "DebugContext", ")", "->", "bool", ":", "return", "EachOfEvaluator", "(", "cntxt", ",", "T", ",", "expr", ")", "...	53	0.009288
def setHoverBackground( self, column, brush ): """ Returns the brush to use when coloring when the user hovers over the item for the given column. :param column \| <int> brush \| <QtGui.QBrush) """ self._hoverBackground[column] = Q...	[ "def", "setHoverBackground", "(", "self", ",", "column", ",", "brush", ")", ":", "self", ".", "_hoverBackground", "[", "column", "]", "=", "QtGui", ".", "QBrush", "(", "brush", ")" ]	36.666667	0.014793
def polyline(document, coords): "polyline with more then 2 vertices" points = [] for i in range(0, len(coords), 2): points.append("%s,%s" % (coords[i], coords[i+1])) return setattribs( document.createElement('polyline'), points = ' '.join(points), )	[ "def", "polyline", "(", "document", ",", "coords", ")", ":", "points", "=", "[", "]", "for", "i", "in", "range", "(", "0", ",", "len", "(", "coords", ")", ",", "2", ")", ":", "points", ".", "append", "(", "\"%s,%s\"", "%", "(", "coords", "[", "...	25.3	0.049618
def auto_detect(self, args): """Check for already Slackware binary packages exist """ suffixes = [ ".tgz", ".txz", ".tbz", ".tlz" ] if (not args[0].startswith("-") and args[0] not in self.commands and args[0].endswit...	[ "def", "auto_detect", "(", "self", ",", "args", ")", ":", "suffixes", "=", "[", "\".tgz\"", ",", "\".txz\"", ",", "\".tbz\"", ",", "\".tlz\"", "]", "if", "(", "not", "args", "[", "0", "]", ".", "startswith", "(", "\"-\"", ")", "and", "args", "[", "...	34.625	0.002342
def prepare_logfile(filename: str) -> str: """Prepare an empty log file eventually and return its absolute path. When passing the "filename" `stdout`, \|prepare_logfile\| does not prepare any file and just returns `stdout`: >>> from hydpy.exe.commandtools import prepare_logfile >>> prepare_logfile('...	[ "def", "prepare_logfile", "(", "filename", ":", "str", ")", "->", "str", ":", "if", "filename", "==", "'stdout'", ":", "return", "filename", "if", "filename", "==", "'default'", ":", "filename", "=", "datetime", ".", "datetime", ".", "now", "(", ")", "."...	35.555556	0.000608
def add_device_with_name_location_timezone( self, model, serial, name, location, ...	[ "def", "add_device_with_name_location_timezone", "(", "self", ",", "model", ",", "serial", ",", "name", ",", "location", ",", "timezone", ")", ":", "retval", "=", "None", "retval", "=", "self", ".", "add_location_timezone_to_device", "(", "self", ".", "rename_de...	35.458333	0.010297
def list_math_multiplication(a, b): """! @brief Multiplication of two lists. @details Each element from list 'a' is multiplied by element from list 'b' accordingly. @param[in] a (list): List of elements that supports mathematic multiplication. @param[in] b (list): List of elements that su...	[ "def", "list_math_multiplication", "(", "a", ",", "b", ")", ":", "return", "[", "a", "[", "i", "]", "*", "b", "[", "i", "]", "for", "i", "in", "range", "(", "len", "(", "a", ")", ")", "]" ]	41	0.017893
def fit_delta_ts(data, time_s): """Fits gaussians to delta t for each PMT pair. Parameters ---------- data: 2d np.array: x = PMT combinations (465), y = time, entry = frequency time_s: length of data taking in seconds Returns ------- numpy arrays with rates and means for all PMT combin...	[ "def", "fit_delta_ts", "(", "data", ",", "time_s", ")", ":", "data", "=", "data", "/", "time_s", "xs", "=", "np", ".", "arange", "(", "-", "20", ",", "21", ")", "def", "gaussian", "(", "x", ",", "mean", ",", "sigma", ",", "rate", ",", "offset", ...	26.424242	0.001106
def getFullname(self): """Person's Fullname """ fn = self.getFirstname() mi = self.getMiddleinitial() md = self.getMiddlename() sn = self.getSurname() fullname = "" if fn or sn: if mi and md: fullname = "%s %s %s %s" % ( ...	[ "def", "getFullname", "(", "self", ")", ":", "fn", "=", "self", ".", "getFirstname", "(", ")", "mi", "=", "self", ".", "getMiddleinitial", "(", ")", "md", "=", "self", ".", "getMiddlename", "(", ")", "sn", "=", "self", ".", "getSurname", "(", ")", ...	32.862069	0.002039
def rmd_options_to_metadata(options): """ Parse rmd options and return a metadata dictionary :param options: :return: """ options = re.split(r'\s\|,', options, 1) if len(options) == 1: language = options[0] chunk_options = [] else: language, others = options ...	[ "def", "rmd_options_to_metadata", "(", "options", ")", ":", "options", "=", "re", ".", "split", "(", "r'\\s\|,'", ",", "options", ",", "1", ")", "if", "len", "(", "options", ")", "==", "1", ":", "language", "=", "options", "[", "0", "]", "chunk_options"...	30.641026	0.001622
def reflect_well(value, bounds): """Given some boundaries, reflects the value until it falls within both boundaries. This is done iteratively, reflecting left off of the `boundaries.max`, then right off of the `boundaries.min`, etc. Parameters ---------- value : float The value to apply...	[ "def", "reflect_well", "(", "value", ",", "bounds", ")", ":", "while", "value", "not", "in", "bounds", ":", "value", "=", "bounds", ".", "_max", ".", "reflect_left", "(", "value", ")", "value", "=", "bounds", ".", "_min", ".", "reflect_right", "(", "va...	33.73913	0.001253
def wait(self, wait_interval=None, wait_time=None): """ Poll the server periodically until the action has either completed or errored out and return its final state. If ``wait_time`` is exceeded, a `WaitTimeoutError` (containing the action's most recently fetched state) is raise...	[ "def", "wait", "(", "self", ",", "wait_interval", "=", "None", ",", "wait_time", "=", "None", ")", ":", "return", "next", "(", "self", ".", "doapi_manager", ".", "wait_actions", "(", "[", "self", "]", ",", "wait_interval", ",", "wait_time", ")", ")" ]	49.5	0.002123
def stringGetNodeList(self, value): """Parse the value string and build the node list associated. Should produce a flat tree with only TEXTs and ENTITY_REFs. """ ret = libxml2mod.xmlStringGetNodeList(self._o, value) if ret is None:raise treeError('xmlStringGetNodeList() failed') ...	[ "def", "stringGetNodeList", "(", "self", ",", "value", ")", ":", "ret", "=", "libxml2mod", ".", "xmlStringGetNodeList", "(", "self", ".", "_o", ",", "value", ")", "if", "ret", "is", "None", ":", "raise", "treeError", "(", "'xmlStringGetNodeList() failed'", "...	51.857143	0.01084
def find_string(regex, s): """Find a string using a given regular expression. If the string cannot be found, returns None. The regex should contain one matching group, as only the result of the first group is returned. s - The string to search. regex - A string containing the regular expressi...	[ "def", "find_string", "(", "regex", ",", "s", ")", ":", "m", "=", "re", ".", "search", "(", "regex", ",", "s", ")", "if", "m", "is", "None", ":", "return", "None", "return", "m", ".", "groups", "(", ")", "[", "0", "]" ]	30.066667	0.008602
def string_to_response(content_type): """ Wrap a view-like function that returns a string and marshalls it into an HttpResponse with the given Content-Type If the view raises an HttpBadRequestException, it will be converted into an HttpResponseBadRequest. """ def outer_wrapper(req_function):...	[ "def", "string_to_response", "(", "content_type", ")", ":", "def", "outer_wrapper", "(", "req_function", ")", ":", "@", "wraps", "(", "req_function", ")", "def", "newreq", "(", "request", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "try", ":", ...	36.814815	0.00098
def _repr_png_(self): """This is used by ipython to plot inline. """ app.process_events() QApplication.processEvents() img = read_pixels() return bytes(_make_png(img))	[ "def", "_repr_png_", "(", "self", ")", ":", "app", ".", "process_events", "(", ")", "QApplication", ".", "processEvents", "(", ")", "img", "=", "read_pixels", "(", ")", "return", "bytes", "(", "_make_png", "(", "img", ")", ")" ]	26.125	0.009259
def get_captcha(self): """获取验证码数据。 :return: 验证码图片数据。 :rtype: bytes """ self._session.get(Zhihu_URL) r = self._session.get(self._get_captcha_url()) return r.content	[ "def", "get_captcha", "(", "self", ")", ":", "self", ".", "_session", ".", "get", "(", "Zhihu_URL", ")", "r", "=", "self", ".", "_session", ".", "get", "(", "self", ".", "_get_captcha_url", "(", ")", ")", "return", "r", ".", "content" ]	23.555556	0.009091
def timeout(timeout_time, default): ''' Decorate a method so it is required to execute in a given time period, or return a default value. ''' def timeout_function(f): def f2(*args): def timeout_handler(signum, frame): raise MethodTi...	[ "def", "timeout", "(", "timeout_time", ",", "default", ")", ":", "def", "timeout_function", "(", "f", ")", ":", "def", "f2", "(", "*", "args", ")", ":", "def", "timeout_handler", "(", "signum", ",", "frame", ")", ":", "raise", "MethodTimer", ".", "Deco...	36.826087	0.002301
def output(self, _filename): """ _filename is not used Args: _filename(string) """ for contract in self.contracts: txt = "\nContract %s\n"%contract.name table = PrettyTable(["Function", "State variables written", "Conditions on msg...	[ "def", "output", "(", "self", ",", "_filename", ")", ":", "for", "contract", "in", "self", ".", "contracts", ":", "txt", "=", "\"\\nContract %s\\n\"", "%", "contract", ".", "name", "table", "=", "PrettyTable", "(", "[", "\"Function\"", ",", "\"State variable...	42.6875	0.008596
def get_safe_redirect_target(arg='next'): """Get URL to redirect to and ensure that it is local. :param arg: URL argument. :returns: The redirect target or ``None``. """ for target in request.args.get(arg), request.referrer: if target: redirect_uri = urisplit(target) ...	[ "def", "get_safe_redirect_target", "(", "arg", "=", "'next'", ")", ":", "for", "target", "in", "request", ".", "args", ".", "get", "(", "arg", ")", ",", "request", ".", "referrer", ":", "if", "target", ":", "redirect_uri", "=", "urisplit", "(", "target",...	36.473684	0.001406
def set_codes(self, codes): '''Set the country code map for the data. Codes given in a list. i.e. DE - Germany AT - Austria US - United States ''' codemap = '' for cc in codes: cc = cc.upper() if cc in self.__cc...	[ "def", "set_codes", "(", "self", ",", "codes", ")", ":", "codemap", "=", "''", "for", "cc", "in", "codes", ":", "cc", "=", "cc", ".", "upper", "(", ")", "if", "cc", "in", "self", ".", "__ccodes", ":", "codemap", "+=", "cc", "else", ":", "raise", ...	23.736842	0.008529
def get_as_nullable_map(self, key): """ Converts map element into an AnyValueMap or returns None if conversion is not possible. :param key: a key of element to get. :return: AnyValueMap value of the element or None if conversion is not supported. """ value = self.get_as...	[ "def", "get_as_nullable_map", "(", "self", ",", "key", ")", ":", "value", "=", "self", ".", "get_as_object", "(", "key", ")", "return", "AnyValueMap", ".", "from_value", "(", "value", ")" ]	36.8	0.01061
def list_app(self): ''' List the apps. ''' kwd = { 'pager': '', 'title': '' } self.render('user/info_list/list_app.html', kwd=kwd, userinfo=self.userinfo)	[ "def", "list_app", "(", "self", ")", ":", "kwd", "=", "{", "'pager'", ":", "''", ",", "'title'", ":", "''", "}", "self", ".", "render", "(", "'user/info_list/list_app.html'", ",", "kwd", "=", "kwd", ",", "userinfo", "=", "self", ".", "userinfo", ")" ]	23.7	0.00813
def line_search_step(state, value_and_gradients_function, search_direction, grad_tolerance, f_relative_tolerance, x_tolerance, stopping_condition): """Performs the line search step of the BFGS search procedure. Uses hager_zhang line search procedure to compute a suitable s...	[ "def", "line_search_step", "(", "state", ",", "value_and_gradients_function", ",", "search_direction", ",", "grad_tolerance", ",", "f_relative_tolerance", ",", "x_tolerance", ",", "stopping_condition", ")", ":", "line_search_value_grad_func", "=", "_restrict_along_direction",...	49.528736	0.002275
def unpack_img(s, iscolor=-1): """Unpack a MXImageRecord to image. Parameters ---------- s : str String buffer from ``MXRecordIO.read``. iscolor : int Image format option for ``cv2.imdecode``. Returns ------- header : IRHeader Header of the image record. img...	[ "def", "unpack_img", "(", "s", ",", "iscolor", "=", "-", "1", ")", ":", "header", ",", "s", "=", "unpack", "(", "s", ")", "img", "=", "np", ".", "frombuffer", "(", "s", ",", "dtype", "=", "np", ".", "uint8", ")", "assert", "cv2", "is", "not", ...	24.357143	0.00094
def find_xy_peak(img, center=None, sigma=3.0): """ Find the center of the peak of offsets """ # find level of noise in histogram istats = imagestats.ImageStats(img.astype(np.float32), nclip=1, fields='stddev,mode,mean,max,min') if istats.stddev == 0.0: istats =...	[ "def", "find_xy_peak", "(", "img", ",", "center", "=", "None", ",", "sigma", "=", "3.0", ")", ":", "# find level of noise in histogram", "istats", "=", "imagestats", ".", "ImageStats", "(", "img", ".", "astype", "(", "np", ".", "float32", ")", ",", "nclip"...	35.072727	0.000504
def groups_rename(self, room_id, name, **kwargs): """Changes the name of the private group.""" return self.__call_api_post('groups.rename', roomId=room_id, name=name, kwargs=kwargs)	[ "def", "groups_rename", "(", "self", ",", "room_id", ",", "name", ",", "", "", "kwargs", ")", ":", "return", "self", ".", "__call_api_post", "(", "'groups.rename'", ",", "roomId", "=", "room_id", ",", "name", "=", "name", ",", "kwargs", "=", "kwargs", ...	65	0.015228
def writePatternLine(self, step_milliseconds, color, pos, led_number=0): """Write a color & step time color pattern line to RAM :param step_milliseconds: how long for this pattern line to take :param color: LED color :param pos: color pattern line number (0-15) :param led_number...	[ "def", "writePatternLine", "(", "self", ",", "step_milliseconds", ",", "color", ",", "pos", ",", "led_number", "=", "0", ")", ":", "if", "(", "self", ".", "dev", "==", "None", ")", ":", "return", "''", "self", ".", "setLedN", "(", "led_number", ")", ...	47.0625	0.011719
def validate_data_columns(self, data_columns, min_itemsize): """take the input data_columns and min_itemize and create a data columns spec """ if not len(self.non_index_axes): return [] axis, axis_labels = self.non_index_axes[0] info = self.info.get(axis, di...	[ "def", "validate_data_columns", "(", "self", ",", "data_columns", ",", "min_itemsize", ")", ":", "if", "not", "len", "(", "self", ".", "non_index_axes", ")", ":", "return", "[", "]", "axis", ",", "axis_labels", "=", "self", ".", "non_index_axes", "[", "0",...	37.78125	0.001613
def select(self, prompt, options, rofi_args=None, message="", select=None, **kwargs): """Show a list of options and return user selection. This method blocks until the user makes their choice. Parameters ---------- prompt: string The prompt telling the user what the...	[ "def", "select", "(", "self", ",", "prompt", ",", "options", ",", "rofi_args", "=", "None", ",", "message", "=", "\"\"", ",", "select", "=", "None", ",", "", "", "kwargs", ")", ":", "rofi_args", "=", "rofi_args", "or", "[", "]", "# Replace newlines a...	35.681034	0.001175
def p_DictionaryMember(p): """DictionaryMember : Type IDENTIFIER Default ";" """ p[0] = model.DictionaryMember(type=p[1], name=p[2], default=p[3])	[ "def", "p_DictionaryMember", "(", "p", ")", ":", "p", "[", "0", "]", "=", "model", ".", "DictionaryMember", "(", "type", "=", "p", "[", "1", "]", ",", "name", "=", "p", "[", "2", "]", ",", "default", "=", "p", "[", "3", "]", ")" ]	37.25	0.019737
def get_email_context(self,kwargs): ''' Overrides EmailRecipientMixin ''' context = super(Registration,self).get_email_context(kwargs) context.update({ 'first_name': self.customer.first_name, 'last_name': self.customer.last_name, 'registrationComments': se...	[ "def", "get_email_context", "(", "self", ",", "", "", "kwargs", ")", ":", "context", "=", "super", "(", "Registration", ",", "self", ")", ".", "get_email_context", "(", "", "", "kwargs", ")", "context", ".", "update", "(", "{", "'first_name'", ":", ...	40.235294	0.008571
def Enable(self, value): "enable or disable all top menus" for i in range(self.GetMenuCount()): self.EnableTop(i, value)	[ "def", "Enable", "(", "self", ",", "value", ")", ":", "for", "i", "in", "range", "(", "self", ".", "GetMenuCount", "(", ")", ")", ":", "self", ".", "EnableTop", "(", "i", ",", "value", ")" ]	37	0.013245

async def create_subprocess_with_handle(command, display_handle, *, shell=False, cwd, **kwargs): '''Writes subproces...

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def filesys_decode(path): """ Ensure that the given path is decoded, NONE when no expected encoding works """ if isinstance(path, six.text_type): return path fs_enc = sys.getfilesystemencoding() or 'utf-8' candidates = fs_enc, 'utf-8' for enc in candidates: try: ...

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def add_loom(self, other_file: str, key: str = None, fill_values: Dict[str, np.ndarray] = None, batch_size: int = 1000, convert_attrs: bool = False, include_graphs: bool = False) -> None: """ Add the content of another loom file Args: other_file: filename of the loom file to append key: ...

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def _push_status(data, item): ''' Process a status update from a docker push, updating the data structure ''' status = item['status'].lower() if 'id' in item: if 'already pushed' in status or 'already exists' in status: # Layer already exists already_pushed = data.set...

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def push(i): """ Input: { (repo_uoa) - repo UOA, if needed module_uoa - module UOA data_uoa - data UOA (filename) - local filename or (cid[0]) (extra_path) ...

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def get_oldest_commit(self): ''' Get oldest commit involving this file :returns: Oldest commit ''' return self.git.get_commits(self.content.source_path, self.follow)[-1]

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def _get_vsan_datastore(si, cluster_name): '''Retrieves the vsan_datastore''' log.trace('Retrieving vsan datastore') vsan_datastores = [ds for ds in __salt__['vsphere.list_datastores_via_proxy']( service_instance=si) if ds['type'] == ...

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def normalized_per_object(image, labels): """Normalize the intensities of each object to the [0, 1] range.""" nobjects = labels.max() objects = np.arange(nobjects + 1) lmin, lmax = scind.extrema(image, labels, objects)[:2] # Divisor is the object's max - min, or 1 if they are the same. divisor =...

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def listen_on(self, trigger: str, **kwargs) -> callable: """ This is a simple decorator for registering a callback for an event. You can also use 'register_listener'. A list with all possible options is available via LISTEN_ON_OPTIONS. :param trigger: Currently supported options: 'univer...

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def create_tag(self, tag_name=None, **properties): """Creates a tag and adds it to the tag table of the TextBuffer. :param str tag_name: Name of the new tag, or None :param **properties: Keyword list of properties and their values :returns: A new tag....

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def right(self): """ Entry is right sibling of current directory entry """ return self.source.directory[self.right_sibling_id] \ if self.right_sibling_id != NOSTREAM else None

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def parse_mark_duplicate_metrics(fn): """ Parse the output from Picard's MarkDuplicates and return as pandas Series. Parameters ---------- filename : str of filename or file handle Filename of the Picard output you want to parse. Returns ------- metrics : pandas.Series ...

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def notify(self, message, priority='normal', timeout=0, block=False): """ opens notification popup. :param message: message to print :type message: str :param priority: priority string, used to format the popup: currently, 'normal' and 'error' are define...

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def extract_table(html): soup = BeautifulSoup(html,'lxml') table = soup.find("table", attrs={"class":"basic_table"}) if table is None: return table return table '''# The first tr contains the field names. datasets = [] for row in table.find_all("tr"): dataset = list((td...

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def solve(self, lam): '''Solves the GFL for a fixed value of lambda.''' s = weighted_graphtf_poisson(self.nnodes, self.obs, lam, self.Dk.shape[0], self.Dk.shape[1], self.Dk.nnz, self.Dk.row.astype('int32'), self.Dk.col.astype('int32'), se...

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def did_you_mean(message: str, user_input: str, choices: Sequence[str]) -> str: """ Given a list of choices and an invalid user input, display the closest items in the list that match the input. """ if not choices: return message else: result = { difflib.SequenceMatcher(...

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def find_all( source, substring, start=None, end=None, overlap=False ): """Return every location a substring can be found in a source string. source The source string to search. start Start offset to read from (default: start) end End offset to stop reading at (default: end) ...

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def main(self, args=None, prog_name=None, complete_var=None, standalone_mode=True, **extra): """This is the way to invoke a script with all the bells and whistles as a command line application. This will always terminate the application after a call. If this is not wanted, ``Syste...

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def _defaultReducePartitions(self): """ Returns the default number of partitions to use during reduce tasks (e.g., groupBy). If spark.default.parallelism is set, then we'll use the value from SparkContext defaultParallelism, otherwise we'll use the number of partitions in this RDD. ...

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def hotp(key, counter, digits=6): """ These test vectors come from RFC-4226 (https://tools.ietf.org/html/rfc4226#page-32). >>> key = b'12345678901234567890' >>> for c in range(10): ... hotp(key, c) '755224' '287082' '359152' '969429' '338314' '254676' '287922' ...

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def create_api_pool(self): """Get an instance of Api Pool services facade.""" return ApiPool( self.networkapi_url, self.user, self.password, self.user_ldap)

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def validateInterfaceName(n): """ Verifies that the supplied name is a valid DBus Interface name. Throws an L{error.MarshallingError} if the format is invalid @type n: C{string} @param n: A DBus interface name """ try: if '.' not in n: raise Exception('At least two compo...

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def _build_latex_array(self, aliases=None): """Returns an array of strings containing \\LaTeX for this circuit. If aliases is not None, aliases contains a dict mapping the current qubits in the circuit to new qubit names. We will deduce the register names and sizes from aliases. ...

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def get_results_sig(self): """Get significant results.""" # Only print results when uncorrected p-value < this value. print("{N:7,} of {M:,} results have uncorrected P-values <= {PVAL}=pval\n".format( N=sum(1 for r in self.results_all if r.p_uncorrected < self.args.pval), ...

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def message_info(message): """Return a string describing a message, for debugging purposes.""" method = message.get('method') msgid = message.get('id') error = message.get('error') if method and msgid is not None: return 'method call "{}", id = "{}"'.format(method, msgid) elif method: ...

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def read_tracers_h5(xdmf_file, infoname, snapshot, position): """Extract tracers data from hdf5 files. Args: xdmf_file (:class:`pathlib.Path`): path of the xdmf file. infoname (str): name of information to extract. snapshot (int): snapshot number. position (bool): whether to ext...

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def get_ilwdchar_class(tbl_name, col_name, namespace = globals()): """ Searches this module's namespace for a subclass of _ilwd.ilwdchar whose table_name and column_name attributes match those provided. If a matching subclass is found it is returned; otherwise a new class is defined, added to this module's namespa...

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def saveSettings( self, settings ): """ Saves the plugin data to the inputed settings system. :param settings | <QSettings> :return <bool> success """ dataSet = self.dataSet() if ( not dataSet ): return False ...

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def decode_conjure_bean_type(cls, obj, conjure_type): """Decodes json into a conjure bean type (a plain bean, not enum or union). Args: obj: the json object to decode conjure_type: a class object which is the bean type we're decoding into Returns:...

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def from_file(cls, filename): """Read the configuration parameters from the Yaml file filename.""" try: with open(filename, "r") as fh: return cls.from_dict(yaml.safe_load(fh)) except Exception as exc: print("Error while reading TaskManager parameters from...

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def get_aligned_adjacent_coords(x, y): ''' returns the nine clockwise adjacent coordinates on a keypad, where each row is vertically aligned. ''' return [(x-1, y), (x-1, y-1), (x, y-1), (x+1, y-1), (x+1, y), (x+1, y+1), (x, y+1), (x-1, y+1)]

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def prime_gen() -> int: # credit to David Eppstein, Wolfgang Beneicke, Paul Hofstra """ A generator for prime numbers starting from 2. """ D = {} yield 2 for q in itertools.islice(itertools.count(3), 0, None, 2): p = D.pop(q, None) if p is None: D[q * q] = 2 * q ...

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def clear(self): """Clear the console""" if hasattr(self, '_bytes_012'): self._bytes_012.fill(0) self._bytes_345.fill(0) self._text_lines = [] * self._n_rows self._pending_writes = []

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def make_vertical_bar(percentage, width=1): """ Draws a vertical bar made of unicode characters. :param value: A value between 0 and 100 :param width: How many characters wide the bar should be. :returns: Bar as a String """ bar = ' _▁▂▃▄▅▆▇█' percentage //= 10 percentage = int(perc...

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def _new_point(self, loglstar, logvol): """Propose points until a new point that satisfies the log-likelihood constraint `loglstar` is found.""" ncall, nupdate = 0, 0 while True: # Get the next point from the queue u, v, logl, nc, blob = self._get_point_value(log...

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def material_to_texture(material): """ Convert a trimesh.visual.texture.Material object into a pyglet- compatible texture object. Parameters -------------- material : trimesh.visual.texture.Material Material to be converted Returns --------------- texture : pyglet.image.Textu...

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def scan(self, M): """ LML, fixed-effect sizes, and scale of the candidate set. Parameters ---------- M : array_like Fixed-effects set. Returns ------- lml : float Log of the marginal likelihood. effsizes0 : ndarray ...

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def reformat_record(record): """Repack a record into a cleaner structure for consumption.""" return { "key": record["dynamodb"].get("Keys", None), "new": record["dynamodb"].get("NewImage", None), "old": record["dynamodb"].get("OldImage", None), "meta": { "created_at"...

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def predict(self, X, exposure=None): """ preduct expected value of target given model and input X often this is done via expected value of GAM given input X Parameters --------- X : array-like of shape (n_samples, m_features), default: None containing the inp...

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def unparse(self, indent_step = 4, max_linelen = 72) : "returns an XML string description of this Introspection tree." out = io.StringIO() def to_string(obj, indent) : tag_name = obj.tag_name attrs = [] for attrname in obj.tag_attrs : attr = ...

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def max_likelihood(self, data, weights=None, stats=None, lmbda=0.1): """ As an alternative to MCMC with Polya-gamma augmentation, we also implement maximum likelihood learning via gradient descent with autograd. This follows the pybasicbayes convention. :param data: list...

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def _build_cmd(self, args: Union[list, tuple]) -> str: '''Build command.''' cmd = [self.path] cmd.extend(args) return cmd

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def shape_weights_hidden(self) -> Tuple[int, int, int]: """Shape of the array containing the activation of the hidden neurons. The first integer value is the number of connection between the hidden layers, the second integer value is maximum number of neurons of all hidden layers feedin...

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def frequency_bins(header): ''' Returnes the frequency-axis lower bin edge values for the spectrogram. ''' center_frequency = 1.0e6*header['rf_center_frequency'] if header["number_of_subbands"] > 1: center_frequency += header["subband_spacing_hz"]*(header["number_of_subbands"]/2.0 - 0.5) return np.ff...

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def _assemble_and_send_request(self): """ Fires off the Fedex request. @warning: NEVER CALL THIS METHOD DIRECTLY. CALL send_request(), WHICH RESIDES ON FedexBaseService AND IS INHERITED. """ # Fire off the query. return self.client.service.getPickupAvailabil...

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def filters_apply(self, objects, filters, context): """ Helper function: Applies a list of filters to a list of either statuses or notifications and returns only those matched by none. This function will apply all filters that match the context provided in `context`, i.e. if you...

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def _MigrationFilenameToInt(fname): """Converts migration filename to a migration number.""" base, _ = os.path.splitext(fname) return int(base)

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def _unique_id(self, prefix): """ Generate a unique (within the graph) identifer internal to graph generation. """ _id = self._id_gen self._id_gen += 1 return prefix + str(_id)

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def generate_stop_word_filter(stop_words, language=None): """Builds a stopWordFilter function from the provided list of stop words. The built in `stop_word_filter` is built using this factory and can be used to generate custom `stop_word_filter` for applications or non English languages. """ d...

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def simulate_dynamic(self, order = 0.998, solution = solve_type.FAST, collect_dynamic = False, step = 0.1, int_step = 0.01, threshold_changes = 0.0000001): """! @brief Performs dynamic simulation of the network until stop condition is not reached. Stop condition is defined by input argument 'order'. ...

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def floodFill(points, startx, starty): """ Returns a set of the (x, y) points of a filled in area. `points` is an iterable of (x, y) tuples of an arbitrary shape. `startx` and `starty` mark the starting point (likely inside the arbitrary shape) to begin filling from. >>> drawPoints(polygon(5,...

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def encryption_iv(self): """ Returns the byte string of the initialization vector for the encryption scheme. Only the PBES2 stores the IV in the params. For PBES1, the IV is derived from the KDF and this property will return None. :return: A byte string or None ...

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def check_aki_richards_convention(cls, edges): """ Verify that surface (as defined by corner points) conforms with Aki and Richard convention (i.e. surface dips right of surface strike) This method doesn't have to be called by hands before creating the surface object, because it...

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def list_issues( self, status=None, tags=None, assignee=None, author=None, milestones=None, priority=None, no_stones=None, since=None, order=None ): """ List all issues of a project. :param status: filters the status of the issues :param tags: file...

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def eq(a, b): """ The great missing equivalence function: Guaranteed evaluation to a single bool value. """ if a is b: return True if a is None or b is None: return True if a is None and b is None else False try: e = a == b except ValueError: return False ...

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def inv(self, q_data, max_iterations=100, tollerance=1e-5): """ Inverse Rosenblatt transformation. If possible the transformation is done analytically. If not possible, transformation is approximated using an algorithm that alternates between Newton-Raphson and binary search. ...

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def _setEndpoint(self, location): ''' Set the endpoint after when Salesforce returns the URL after successful login() ''' # suds 0.3.7+ supports multiple wsdl services, but breaks setlocation :( # see https://fedorahosted.org/suds/ticket/261 try: self._sforce.set_options(location = locatio...

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def list_nodes(call=None): ''' Return a list of the VMs that are on the provider ''' if call == 'action': raise SaltCloudSystemExit( 'The list_nodes function must be called with -f or --function.' ) nodes = list_nodes_full() ret = {} for instanceId in nodes: ...

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def remove_locations(node): """ Removes locations from the given AST tree completely """ def fix(node): if 'lineno' in node._attributes and hasattr(node, 'lineno'): del node.lineno if 'col_offset' in node._attributes and hasattr(node, 'col_offset'): del node.col...

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def _mint_new_ott_ids(self, how_many=1): """ ASSUMES the caller holds the _doc_counter_lock ! Checks the current int value of the next ottid, reserves a block of {how_many} ids, advances the counter to the next available value, stores the counter in a file in case the server is restarted...

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def info(ctx): """ Display status of OpenPGP application. """ controller = ctx.obj['controller'] click.echo('OpenPGP version: %d.%d.%d' % controller.version) retries = controller.get_remaining_pin_tries() click.echo('PIN tries remaining: {}'.format(retries.pin)) click.echo('Reset code tr...

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def _generate_ids(self, document, content): """Generate unique ids for html elements in page content so that it's possible to link to them. """ existing_ids = content.xpath('//*/@id') elements = [ 'p', 'dl', 'dt', 'dd', 'table', 'div', 'section', 'figure', ...

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def get_default_ref(repo): """Return a `github.GitRef` object for the HEAD of the default branch. Parameters ---------- repo: github.Repository.Repository repo to get default branch head ref from Returns ------- head : :class:`github.GitRef` instance Raises ------ gith...

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def _get_main_language(): """ returns the main language :return: """ try: main_language = TransLanguage.objects.filter(main_language=True).get() return main_language.code except TransLanguage.DoesNotExist: return 'es'

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def parse_mimetype(mimetype: str) -> MimeType: """Parses a MIME type into its components. mimetype is a MIME type string. Returns a MimeType object. Example: >>> parse_mimetype('text/html; charset=utf-8') MimeType(type='text', subtype='html', suffix='', parameters={'charset': 'u...

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def authorize_security_group( self, group_name=None, group_id=None, source_group_name="", source_group_owner_id="", ip_protocol="", from_port="", to_port="", cidr_ip=""): """ There are two ways to use C{authorize_security_group}: 1) associate an existing group (source group) ...

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def check_mailfy(self, query, kwargs={}): """ Verifying a mailfy query in this platform. This might be redefined in any class inheriting from Platform. The only condition is that any of this should return a dictionary as defined. Args: ----- query: The eleme...

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def matchesEachOf(cntxt: Context, T: RDFGraph, expr: ShExJ.EachOf, _: DebugContext) -> bool: """ expr is an EachOf and there is some partition of T into T1, T2,… such that for every expression expr1, expr2,… in shapeExprs, matches(Tn, exprn, m). """ return EachOfEvaluator(cntxt, T, expr).evaluate(cnt...

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def setHoverBackground( self, column, brush ): """ Returns the brush to use when coloring when the user hovers over the item for the given column. :param column | <int> brush | <QtGui.QBrush) """ self._hoverBackground[column] = Q...

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def polyline(document, coords): "polyline with more then 2 vertices" points = [] for i in range(0, len(coords), 2): points.append("%s,%s" % (coords[i], coords[i+1])) return setattribs( document.createElement('polyline'), points = ' '.join(points), )

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def auto_detect(self, args): """Check for already Slackware binary packages exist """ suffixes = [ ".tgz", ".txz", ".tbz", ".tlz" ] if (not args[0].startswith("-") and args[0] not in self.commands and args[0].endswit...

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34.625

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def prepare_logfile(filename: str) -> str: """Prepare an empty log file eventually and return its absolute path. When passing the "filename" `stdout`, |prepare_logfile| does not prepare any file and just returns `stdout`: >>> from hydpy.exe.commandtools import prepare_logfile >>> prepare_logfile('...

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def add_device_with_name_location_timezone( self, model, serial, name, location, ...

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def list_math_multiplication(a, b): """! @brief Multiplication of two lists. @details Each element from list 'a' is multiplied by element from list 'b' accordingly. @param[in] a (list): List of elements that supports mathematic multiplication. @param[in] b (list): List of elements that su...

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41

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def fit_delta_ts(data, time_s): """Fits gaussians to delta t for each PMT pair. Parameters ---------- data: 2d np.array: x = PMT combinations (465), y = time, entry = frequency time_s: length of data taking in seconds Returns ------- numpy arrays with rates and means for all PMT combin...

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def getFullname(self): """Person's Fullname """ fn = self.getFirstname() mi = self.getMiddleinitial() md = self.getMiddlename() sn = self.getSurname() fullname = "" if fn or sn: if mi and md: fullname = "%s %s %s %s" % ( ...

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def rmd_options_to_metadata(options): """ Parse rmd options and return a metadata dictionary :param options: :return: """ options = re.split(r'\s|,', options, 1) if len(options) == 1: language = options[0] chunk_options = [] else: language, others = options ...

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def reflect_well(value, bounds): """Given some boundaries, reflects the value until it falls within both boundaries. This is done iteratively, reflecting left off of the `boundaries.max`, then right off of the `boundaries.min`, etc. Parameters ---------- value : float The value to apply...

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def wait(self, wait_interval=None, wait_time=None): """ Poll the server periodically until the action has either completed or errored out and return its final state. If ``wait_time`` is exceeded, a `WaitTimeoutError` (containing the action's most recently fetched state) is raise...

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def stringGetNodeList(self, value): """Parse the value string and build the node list associated. Should produce a flat tree with only TEXTs and ENTITY_REFs. """ ret = libxml2mod.xmlStringGetNodeList(self._o, value) if ret is None:raise treeError('xmlStringGetNodeList() failed') ...

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def find_string(regex, s): """Find a string using a given regular expression. If the string cannot be found, returns None. The regex should contain one matching group, as only the result of the first group is returned. s - The string to search. regex - A string containing the regular expressi...

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def string_to_response(content_type): """ Wrap a view-like function that returns a string and marshalls it into an HttpResponse with the given Content-Type If the view raises an HttpBadRequestException, it will be converted into an HttpResponseBadRequest. """ def outer_wrapper(req_function):...

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def _repr_png_(self): """This is used by ipython to plot inline. """ app.process_events() QApplication.processEvents() img = read_pixels() return bytes(_make_png(img))

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def get_captcha(self): """获取验证码数据。 :return: 验证码图片数据。 :rtype: bytes """ self._session.get(Zhihu_URL) r = self._session.get(self._get_captcha_url()) return r.content

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def timeout(timeout_time, default): ''' Decorate a method so it is required to execute in a given time period, or return a default value. ''' def timeout_function(f): def f2(*args): def timeout_handler(signum, frame): raise MethodTi...

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def output(self, _filename): """ _filename is not used Args: _filename(string) """ for contract in self.contracts: txt = "\nContract %s\n"%contract.name table = PrettyTable(["Function", "State variables written", "Conditions on msg...

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def get_safe_redirect_target(arg='next'): """Get URL to redirect to and ensure that it is local. :param arg: URL argument. :returns: The redirect target or ``None``. """ for target in request.args.get(arg), request.referrer: if target: redirect_uri = urisplit(target) ...

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def set_codes(self, codes): '''Set the country code map for the data. Codes given in a list. i.e. DE - Germany AT - Austria US - United States ''' codemap = '' for cc in codes: cc = cc.upper() if cc in self.__cc...

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def get_as_nullable_map(self, key): """ Converts map element into an AnyValueMap or returns None if conversion is not possible. :param key: a key of element to get. :return: AnyValueMap value of the element or None if conversion is not supported. """ value = self.get_as...

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def list_app(self): ''' List the apps. ''' kwd = { 'pager': '', 'title': '' } self.render('user/info_list/list_app.html', kwd=kwd, userinfo=self.userinfo)

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def line_search_step(state, value_and_gradients_function, search_direction, grad_tolerance, f_relative_tolerance, x_tolerance, stopping_condition): """Performs the line search step of the BFGS search procedure. Uses hager_zhang line search procedure to compute a suitable s...

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def unpack_img(s, iscolor=-1): """Unpack a MXImageRecord to image. Parameters ---------- s : str String buffer from ``MXRecordIO.read``. iscolor : int Image format option for ``cv2.imdecode``. Returns ------- header : IRHeader Header of the image record. img...

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def find_xy_peak(img, center=None, sigma=3.0): """ Find the center of the peak of offsets """ # find level of noise in histogram istats = imagestats.ImageStats(img.astype(np.float32), nclip=1, fields='stddev,mode,mean,max,min') if istats.stddev == 0.0: istats =...

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def groups_rename(self, room_id, name, **kwargs): """Changes the name of the private group.""" return self.__call_api_post('groups.rename', roomId=room_id, name=name, kwargs=kwargs)

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def writePatternLine(self, step_milliseconds, color, pos, led_number=0): """Write a color & step time color pattern line to RAM :param step_milliseconds: how long for this pattern line to take :param color: LED color :param pos: color pattern line number (0-15) :param led_number...

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def validate_data_columns(self, data_columns, min_itemsize): """take the input data_columns and min_itemize and create a data columns spec """ if not len(self.non_index_axes): return [] axis, axis_labels = self.non_index_axes[0] info = self.info.get(axis, di...

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def select(self, prompt, options, rofi_args=None, message="", select=None, **kwargs): """Show a list of options and return user selection. This method blocks until the user makes their choice. Parameters ---------- prompt: string The prompt telling the user what the...

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def p_DictionaryMember(p): """DictionaryMember : Type IDENTIFIER Default ";" """ p[0] = model.DictionaryMember(type=p[1], name=p[2], default=p[3])

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def get_email_context(self,**kwargs): ''' Overrides EmailRecipientMixin ''' context = super(Registration,self).get_email_context(**kwargs) context.update({ 'first_name': self.customer.first_name, 'last_name': self.customer.last_name, 'registrationComments': se...

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def Enable(self, value): "enable or disable all top menus" for i in range(self.GetMenuCount()): self.EnableTop(i, value)

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