kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def searchTag(self,HTAG="#python"): """Set Twitter search or stream criteria for the selection of tweets""" self.t = Twython(app_key =self.app_key , app_secret =self.app_secret , oauth_token =self.oauth_token ...	[ "def", "searchTag", "(", "self", ",", "HTAG", "=", "\"#python\"", ")", ":", "self", ".", "t", "=", "Twython", "(", "app_key", "=", "self", ".", "app_key", ",", "app_secret", "=", "self", ".", "app_secret", ",", "oauth_token", "=", "self", ".", "oauth_t...	54	27.666667
def eigendecompose(tensor, normalise=False): ''' Performs and eigendecomposition of the tensor and orders into descending eigenvalues ''' if normalise: tensor, tensor_norm = normalise_tensor(tensor) else: tensor_norm = 1. eigvals, eigvects = np.linalg.eigh(tensor, UPLO='U') ...	[ "def", "eigendecompose", "(", "tensor", ",", "normalise", "=", "False", ")", ":", "if", "normalise", ":", "tensor", ",", "tensor_norm", "=", "normalise_tensor", "(", "tensor", ")", "else", ":", "tensor_norm", "=", "1.", "eigvals", ",", "eigvects", "=", "np...	28.5	19.5
def trim(self): """Clear not used counters""" for key, value in list(iteritems(self.counters)): if value.empty(): del self.counters[key]	[ "def", "trim", "(", "self", ")", ":", "for", "key", ",", "value", "in", "list", "(", "iteritems", "(", "self", ".", "counters", ")", ")", ":", "if", "value", ".", "empty", "(", ")", ":", "del", "self", ".", "counters", "[", "key", "]" ]	35.2	11
def parse_list(cls, data): """Parse a list of JSON objects into a result set of model instances.""" results = ResultSet() data = data or [] for obj in data: if obj: results.append(cls.parse(obj)) return results	[ "def", "parse_list", "(", "cls", ",", "data", ")", ":", "results", "=", "ResultSet", "(", ")", "data", "=", "data", "or", "[", "]", "for", "obj", "in", "data", ":", "if", "obj", ":", "results", ".", "append", "(", "cls", ".", "parse", "(", "obj",...	33.875	12.625
def match_entries(entries, pattern): """A drop-in replacement for fnmatch.filter that supports pattern variants (ie. {foo,bar}baz = foobaz or barbaz).""" matching = [] for variant in expand_braces(pattern): matching.extend(fnmatch.filter(entries, variant)) return list(_deduplicate(matching...	[ "def", "match_entries", "(", "entries", ",", "pattern", ")", ":", "matching", "=", "[", "]", "for", "variant", "in", "expand_braces", "(", "pattern", ")", ":", "matching", ".", "extend", "(", "fnmatch", ".", "filter", "(", "entries", ",", "variant", ")",...	34.888889	14.111111
def delete(self, bulk=False): """ Delete the object """ meta = self._meta conn = meta['connection'] conn.delete(meta.index, meta.type, meta.id, bulk=bulk)	[ "def", "delete", "(", "self", ",", "bulk", "=", "False", ")", ":", "meta", "=", "self", ".", "_meta", "conn", "=", "meta", "[", "'connection'", "]", "conn", ".", "delete", "(", "meta", ".", "index", ",", "meta", ".", "type", ",", "meta", ".", "id...	28	10
def _update_job(self, target, args, kwargs): """Specify the function this async job is to execute when run.""" target_path, options = get_function_path_and_options(target) assert isinstance(args, (tuple, list)) or args is None assert isinstance(kwargs, dict) or kwargs is None i...	[ "def", "_update_job", "(", "self", ",", "target", ",", "args", ",", "kwargs", ")", ":", "target_path", ",", "options", "=", "get_function_path_and_options", "(", "target", ")", "assert", "isinstance", "(", "args", ",", "(", "tuple", ",", "list", ")", ")", ...	38.454545	21.090909
def dec2hms(dec): """ ADW: This should really be replaced by astropy """ DEGREE = 360. HOUR = 24. MINUTE = 60. SECOND = 3600. dec = float(dec) fhour = dec(HOUR/DEGREE) hour = int(fhour) fminute = (fhour - hour)MINUTE minute = int(fminute) second = (fminut...	[ "def", "dec2hms", "(", "dec", ")", ":", "DEGREE", "=", "360.", "HOUR", "=", "24.", "MINUTE", "=", "60.", "SECOND", "=", "3600.", "dec", "=", "float", "(", "dec", ")", "fhour", "=", "dec", "*", "(", "HOUR", "/", "DEGREE", ")", "hour", "=", "int", ...	19.722222	17.722222
def dpod_port_id_port_id(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") dpod = ET.SubElement(config, "dpod", xmlns="urn:brocade.com:mgmt:brocade-license") port_id = ET.SubElement(dpod, "port-id") port_id = ET.SubElement(port_id, "port-id") ...	[ "def", "dpod_port_id_port_id", "(", "self", ",", "", "", "kwargs", ")", ":", "config", "=", "ET", ".", "Element", "(", "\"config\"", ")", "dpod", "=", "ET", ".", "SubElement", "(", "config", ",", "\"dpod\"", ",", "xmlns", "=", "\"urn:brocade.com:mgmt:bro...	40	13
def delete(self, membershipId): """Delete a membership, by ID. Args: membershipId(basestring): The membership ID. Raises: TypeError: If the parameter types are incorrect. ApiError: If the Webex Teams cloud returns an error. """ check_type(me...	[ "def", "delete", "(", "self", ",", "membershipId", ")", ":", "check_type", "(", "membershipId", ",", "basestring", ")", "# API request", "self", ".", "_session", ".", "delete", "(", "API_ENDPOINT", "+", "'/'", "+", "membershipId", ")" ]	27.733333	21.8
def handle_command_line(): """Display an image for the phrase in sys.argv, if possible""" phrase = ' '.join(sys.argv[1:]) or 'random' try: giphy = get_random_giphy(phrase) except ValueError: sys.stderr.write('Unable to find any GIFs for {!r}\n'.format(phrase)) sys.exit(1) d...	[ "def", "handle_command_line", "(", ")", ":", "phrase", "=", "' '", ".", "join", "(", "sys", ".", "argv", "[", "1", ":", "]", ")", "or", "'random'", "try", ":", "giphy", "=", "get_random_giphy", "(", "phrase", ")", "except", "ValueError", ":", "sys", ...	30.545455	19.818182
def convolve_comb_lines(lines_wave, lines_flux, sigma, crpix1, crval1, cdelt1, naxis1): """Convolve a set of lines of known wavelengths and flux. Parameters ---------- lines_wave : array like Input array with wavelengths lines_flux : array like Input array wi...	[ "def", "convolve_comb_lines", "(", "lines_wave", ",", "lines_flux", ",", "sigma", ",", "crpix1", ",", "crval1", ",", "cdelt1", ",", "naxis1", ")", ":", "# generate wavelengths for output spectrum", "xwave", "=", "crval1", "+", "(", "np", ".", "arange", "(", "n...	29.255814	19.023256
def BE8(value, min_value=None, max_value=None, fuzzable=True, name=None, full_range=False): '''8-bit field, Big endian encoded''' return UInt8(value, min_value=min_value, max_value=max_value, encoder=ENC_INT_BE, fuzzable=fuzzable, name=name, full_range=full_range)	[ "def", "BE8", "(", "value", ",", "min_value", "=", "None", ",", "max_value", "=", "None", ",", "fuzzable", "=", "True", ",", "name", "=", "None", ",", "full_range", "=", "False", ")", ":", "return", "UInt8", "(", "value", ",", "min_value", "=", "min_...	90	50
def _add_explicit_includes(lines, dependencies=None, extralinks=None): """Adds any relevant libraries that need to be explicitly included according to the fortpy configuration file. Libraries are appended to the specified collection of lines. Returns true if relevant libraries were added. """ from f...	[ "def", "_add_explicit_includes", "(", "lines", ",", "dependencies", "=", "None", ",", "extralinks", "=", "None", ")", ":", "from", "fortpy", "import", "config", "import", "sys", "from", "os", "import", "path", "includes", "=", "sys", ".", "modules", "[", "...	39.804878	19.146341
def scale(self, factor, inplace=True): """ Multiplies all branch lengths by factor. """ if not inplace: t = self.copy() else: t = self t._tree.scale_edges(factor) t._dirty = True return t	[ "def", "scale", "(", "self", ",", "factor", ",", "inplace", "=", "True", ")", ":", "if", "not", "inplace", ":", "t", "=", "self", ".", "copy", "(", ")", "else", ":", "t", "=", "self", "t", ".", "_tree", ".", "scale_edges", "(", "factor", ")", "...	27.888889	13.888889
def submit(self, command_line, name = None, array = None, dependencies = [], exec_dir = None, log_dir = None, dry_run = False, stop_on_failure = False, **kwargs): """Submits a job that will be executed on the local machine during a call to "run". All kwargs will simply be ignored.""" # remove duplicate depe...	[ "def", "submit", "(", "self", ",", "command_line", ",", "name", "=", "None", ",", "array", "=", "None", ",", "dependencies", "=", "[", "]", ",", "exec_dir", "=", "None", ",", "log_dir", "=", "None", ",", "dry_run", "=", "False", ",", "stop_on_failure",...	44.318182	31.772727
def _validate(self, value): """ Predicate used to determine if a computed value is valid, True, or not, False. """ if value is None and not self.nullable: self.ctx.errors.invalid('not nullable') return False return True	[ "def", "_validate", "(", "self", ",", "value", ")", ":", "if", "value", "is", "None", "and", "not", "self", ".", "nullable", ":", "self", ".", "ctx", ".", "errors", ".", "invalid", "(", "'not nullable'", ")", "return", "False", "return", "True" ]	31.444444	13.666667
def root(x, k, context=None): """ Return the kth root of x. For k odd and x negative (including -Inf), return a negative number. For k even and x negative (including -Inf), return NaN. The kth root of -0 is defined to be -0, whatever the parity of k. This function is only implemented for nonn...	[ "def", "root", "(", "x", ",", "k", ",", "context", "=", "None", ")", ":", "if", "k", "<", "0", ":", "raise", "ValueError", "(", "\"root function not implemented for negative k\"", ")", "return", "_apply_function_in_current_context", "(", "BigFloat", ",", "mpfr",...	26.809524	23.095238
def batch_augment(x, func, device='/CPU:0'): """ Apply dataset augmentation to a batch of exmaples. :param x: Tensor representing a batch of examples. :param func: Callable implementing dataset augmentation, operating on a single image. :param device: String specifying which device to use. """ with tf...	[ "def", "batch_augment", "(", "x", ",", "func", ",", "device", "=", "'/CPU:0'", ")", ":", "with", "tf", ".", "device", "(", "device", ")", ":", "return", "tf", ".", "map_fn", "(", "func", ",", "x", ")" ]	35.7	12.1
def setup(app): """ Setup for Sphinx extension. :param app: Sphinx application context. """ try: app.info('adding bolditalic role...', nonl=True) app.add_role('bolditalic', bolditalic) app.connect('env-updated', css) app.info(' done') except Exception: ap...	[ "def", "setup", "(", "app", ")", ":", "try", ":", "app", ".", "info", "(", "'adding bolditalic role...'", ",", "nonl", "=", "True", ")", "app", ".", "add_role", "(", "'bolditalic'", ",", "bolditalic", ")", "app", ".", "connect", "(", "'env-updated'", ","...	26.722222	14.611111
def apply_thresholds(input, thresholds, choices): """ Return one of the choices depending on the input position compared to thresholds, for each input. >>> apply_thresholds(np.array([4]), [5, 7], [10, 15, 20]) array([10]) >>> apply_thresholds(np.array([5]), [5, 7], [10, 15, 20]) array([10]) ...	[ "def", "apply_thresholds", "(", "input", ",", "thresholds", ",", "choices", ")", ":", "condlist", "=", "[", "input", "<=", "threshold", "for", "threshold", "in", "thresholds", "]", "if", "len", "(", "condlist", ")", "==", "len", "(", "choices", ")", "-",...	44.272727	23.727273
def evaluate_cut(uncut_subsystem, cut, unpartitioned_ces): """Compute the system irreducibility for a given cut. Args: uncut_subsystem (Subsystem): The subsystem without the cut applied. cut (Cut): The cut to evaluate. unpartitioned_ces (CauseEffectStructure): The cause-effect structure...	[ "def", "evaluate_cut", "(", "uncut_subsystem", ",", "cut", ",", "unpartitioned_ces", ")", ":", "log", ".", "debug", "(", "'Evaluating %s...'", ",", "cut", ")", "cut_subsystem", "=", "uncut_subsystem", ".", "apply_cut", "(", "cut", ")", "if", "config", ".", "...	33.210526	20.052632
def saddr(address): """Return a string representation for an address. The address paramater can be a pipe name, an IP address tuple, or a socket address. The return value is always a ``str`` instance. """ if isinstance(address, six.string_types): return address elif isinstance(ad...	[ "def", "saddr", "(", "address", ")", ":", "if", "isinstance", "(", "address", ",", "six", ".", "string_types", ")", ":", "return", "address", "elif", "isinstance", "(", "address", ",", "tuple", ")", "and", "len", "(", "address", ")", ">=", "2", "and", ...	37.75	20.5
async def parse_response(self): """ :py:func:`asyncio.coroutine` Parsing full server response (all lines). :return: (code, lines) :rtype: (:py:class:`aioftp.Code`, :py:class:`list` of :py:class:`str`) :raises aioftp.StatusCodeError: if received code does not matches al...	[ "async", "def", "parse_response", "(", "self", ")", ":", "code", ",", "rest", "=", "await", "self", ".", "parse_line", "(", ")", "info", "=", "[", "rest", "]", "curr_code", "=", "code", "while", "rest", ".", "startswith", "(", "\"-\"", ")", "or", "no...	34.333333	16.5
def _render(template, callable_, args, data, as_unicode=False): """create a Context and return the string output of the given template and template callable.""" if as_unicode: buf = util.FastEncodingBuffer(as_unicode=True) elif template.bytestring_passthrough: buf = compat.StringIO() ...	[ "def", "_render", "(", "template", ",", "callable_", ",", "args", ",", "data", ",", "as_unicode", "=", "False", ")", ":", "if", "as_unicode", ":", "buf", "=", "util", ".", "FastEncodingBuffer", "(", "as_unicode", "=", "True", ")", "elif", "template", "."...	40.25	14.1
def directive_SPACE(self, label, params): """ label SPACE num Allocate space on the stack. `num` is the number of bytes to allocate """ # TODO allow equations params = params.strip() try: self.convert_to_integer(params) except ValueError: ...	[ "def", "directive_SPACE", "(", "self", ",", "label", ",", "params", ")", ":", "# TODO allow equations", "params", "=", "params", ".", "strip", "(", ")", "try", ":", "self", ".", "convert_to_integer", "(", "params", ")", "except", "ValueError", ":", "warnings...	30.210526	16.842105
def evaluate(self, verbose=False, decode=True, passes=None, num_threads=1, apply_experimental=True): """Evaluates by creating an Index containing evaluated data. See `LazyResult` Returns ------- Index Index with evaluated data. """ if self.start == ...	[ "def", "evaluate", "(", "self", ",", "verbose", "=", "False", ",", "decode", "=", "True", ",", "passes", "=", "None", ",", "num_threads", "=", "1", ",", "apply_experimental", "=", "True", ")", ":", "if", "self", ".", "start", "==", "0", "and", "self"...	33.647059	26.882353
def adjustFiles(rec, op): # type: (Any, Union[Callable[..., Any], partial[Any]]) -> None """Apply a mapping function to each File path in the object `rec`.""" if isinstance(rec, MutableMapping): if rec.get("class") == "File": rec["path"] = op(rec["path"]) for d in rec: ...	[ "def", "adjustFiles", "(", "rec", ",", "op", ")", ":", "# type: (Any, Union[Callable[..., Any], partial[Any]]) -> None", "if", "isinstance", "(", "rec", ",", "MutableMapping", ")", ":", "if", "rec", ".", "get", "(", "\"class\"", ")", "==", "\"File\"", ":", "rec"...	38.818182	13.272727
def end(self): """End the roaster control process via thread signal. This simply sends an exit signal to the thread, and shuts it down. In order to stop monitoring, call the `set_monitor` method with false. :returns: None """ self._process.shutdown() self._roast...	[ "def", "end", "(", "self", ")", ":", "self", ".", "_process", ".", "shutdown", "(", ")", "self", ".", "_roasting", "=", "False", "self", ".", "_roast", "[", "'date'", "]", "=", "now_date", "(", "str", "=", "True", ")" ]	33.636364	20.181818
def _reap_msg_frames(self, method_frame): ''' Support method to reap header frame and body from current frame buffer. Used in processing of basic.return, basic.deliver, and basic.get_ok. Will return a pair (<header frame>, <body>), or re-queue current frames and raise a FrameUnde...	[ "def", "_reap_msg_frames", "(", "self", ",", "method_frame", ")", ":", "# No need to assert that is instance of Header or Content frames", "# because failure to access as such will result in exception that", "# channel will pick up and handle accordingly.", "header_frame", "=", "self", "...	41.90625	19.21875
def setData(self, index, value, role=Qt.DisplayRole): """Set the value to the index position depending on Qt::ItemDataRole and data type of the column Args: index (QtCore.QModelIndex): Index to define column and row. value (object): new value. role (Qt::ItemDataRole)...	[ "def", "setData", "(", "self", ",", "index", ",", "value", ",", "role", "=", "Qt", ".", "DisplayRole", ")", ":", "if", "not", "index", ".", "isValid", "(", ")", "or", "not", "self", ".", "editable", ":", "return", "False", "if", "value", "!=", "ind...	37.353846	21.892308
def abort_request(self, stream, ident, parent): """abort a specifig msg by id""" msg_ids = parent['content'].get('msg_ids', None) if isinstance(msg_ids, basestring): msg_ids = [msg_ids] if not msg_ids: self.abort_queues() for mid in msg_ids: se...	[ "def", "abort_request", "(", "self", ",", "stream", ",", "ident", ",", "parent", ")", ":", "msg_ids", "=", "parent", "[", "'content'", "]", ".", "get", "(", "'msg_ids'", ",", "None", ")", "if", "isinstance", "(", "msg_ids", ",", "basestring", ")", ":",...	37.857143	11.571429
def subscribe(ws): """WebSocket endpoint, used for liveupdates""" while ws is not None: gevent.sleep(0.1) try: message = ws.receive() # expect function name to subscribe to if message: stream.register(ws, message) except WebSocketError: ...	[ "def", "subscribe", "(", "ws", ")", ":", "while", "ws", "is", "not", "None", ":", "gevent", ".", "sleep", "(", "0.1", ")", "try", ":", "message", "=", "ws", ".", "receive", "(", ")", "# expect function name to subscribe to", "if", "message", ":", "stream...	32.2	16.4
def atualizar_software_sat(self): """Sobrepõe :meth:`~satcfe.base.FuncoesSAT.atualizar_software_sat`. :return: Uma resposta SAT padrão. :rtype: satcfe.resposta.padrao.RespostaSAT """ resp = self._http_post('atualizarsoftwaresat') conteudo = resp.json() return Res...	[ "def", "atualizar_software_sat", "(", "self", ")", ":", "resp", "=", "self", ".", "_http_post", "(", "'atualizarsoftwaresat'", ")", "conteudo", "=", "resp", ".", "json", "(", ")", "return", "RespostaSAT", ".", "atualizar_software_sat", "(", "conteudo", ".", "g...	40.888889	12.888889
def delete_video_transcript(video_id, language_code): """ Delete transcript for an existing video. Arguments: video_id: id identifying the video to which the transcript is associated. language_code: language code of a video transcript. """ video_transcript = VideoTranscript.get_or_n...	[ "def", "delete_video_transcript", "(", "video_id", ",", "language_code", ")", ":", "video_transcript", "=", "VideoTranscript", ".", "get_or_none", "(", "video_id", ",", "language_code", ")", "if", "video_transcript", ":", "# delete the transcript content from storage.", "...	43.333333	19.6
def create_arch(configuration, tasks_fs, context, course_factory): """ Helper that can start a simple complete INGInious arch locally if needed, or a client to a remote backend. Intended to be used on command line, makes uses of exit() and the logger inginious.frontend. :param configuration: configurati...	[ "def", "create_arch", "(", "configuration", ",", "tasks_fs", ",", "context", ",", "course_factory", ")", ":", "logger", "=", "logging", ".", "getLogger", "(", "\"inginious.frontend\"", ")", "backend_link", "=", "configuration", ".", "get", "(", "\"backend\"", ",...	53.155172	31.413793
def get_xml_root(xml_file): """Returns XML root.""" try: xml_root = etree.parse(os.path.expanduser(xml_file), NO_BLANKS_PARSER).getroot() # pylint: disable=broad-except except Exception as err: raise Dump2PolarionException("Failed to parse XML file '{}': {}".format(xml_file, err)) re...	[ "def", "get_xml_root", "(", "xml_file", ")", ":", "try", ":", "xml_root", "=", "etree", ".", "parse", "(", "os", ".", "path", ".", "expanduser", "(", "xml_file", ")", ",", "NO_BLANKS_PARSER", ")", ".", "getroot", "(", ")", "# pylint: disable=broad-except", ...	40.75	23.375
def _scale_fig_size(figsize, textsize, rows=1, cols=1): """Scale figure properties according to rows and cols. Parameters ---------- figsize : float or None Size of figure in inches textsize : float or None fontsize rows : int Number of rows cols : int Number...	[ "def", "_scale_fig_size", "(", "figsize", ",", "textsize", ",", "rows", "=", "1", ",", "cols", "=", "1", ")", ":", "params", "=", "mpl", ".", "rcParams", "rc_width", ",", "rc_height", "=", "tuple", "(", "params", "[", "\"figure.figsize\"", "]", ")", "r...	29.061538	16.492308
def install_bundle(self, name, path=None): # type: (str, str) -> Bundle """ Installs the bundle with the given name Note: Before Pelix 0.5.0, this method returned the ID of the installed bundle, instead of the Bundle object. WARNING: The behavior of the loading pr...	[ "def", "install_bundle", "(", "self", ",", "name", ",", "path", "=", "None", ")", ":", "# type: (str, str) -> Bundle", "with", "self", ".", "__bundles_lock", ":", "# A bundle can't be installed twice", "for", "bundle", "in", "self", ".", "__bundles", ".", "values"...	37.26087	17.144928
def plot_brillouin_zone_from_kpath(kpath, ax=None, **kwargs): """ Gives the plot (as a matplotlib object) of the symmetry line path in the Brillouin Zone. Args: kpath (HighSymmKpath): a HighSymmKPath object ax: matplotlib :class:`Axes` or None if a new figure should be created. ...	[ "def", "plot_brillouin_zone_from_kpath", "(", "kpath", ",", "ax", "=", "None", ",", "", "", "kwargs", ")", ":", "lines", "=", "[", "[", "kpath", ".", "kpath", "[", "'kpoints'", "]", "[", "k", "]", "for", "k", "in", "p", "]", "for", "p", "in", "...	35.944444	22.611111
def replace(self, new_node): """Replace a node after first checking integrity of node stack.""" cur_node = self.cur_node nodestack = self.nodestack cur = nodestack.pop() prev = nodestack[-1] index = prev[-1] - 1 oldnode, name = prev[-2][index] assert cur[0...	[ "def", "replace", "(", "self", ",", "new_node", ")", ":", "cur_node", "=", "self", ".", "cur_node", "nodestack", "=", "self", ".", "nodestack", "cur", "=", "nodestack", ".", "pop", "(", ")", "prev", "=", "nodestack", "[", "-", "1", "]", "index", "=",...	38.066667	10.866667
def get_subnet_flow_logs_list(current_config, subnet): """ Return the flow logs that cover a given subnet :param current_config: :param subnet: the subnet that the flow logs should cover :return: """ flow_logs_list = [] for flow_log in current_config.flow_logs: if current_config...	[ "def", "get_subnet_flow_logs_list", "(", "current_config", ",", "subnet", ")", ":", "flow_logs_list", "=", "[", "]", "for", "flow_log", "in", "current_config", ".", "flow_logs", ":", "if", "current_config", ".", "flow_logs", "[", "flow_log", "]", "[", "'Resource...	37.357143	18.357143
def art_list(test=False): """ Print all 1-Line arts. :param test : exception test flag :type test : bool :return: None """ for i in sorted(list(art_dic.keys())): try: if test: raise Exception print(i) aprint(i) line() ...	[ "def", "art_list", "(", "test", "=", "False", ")", ":", "for", "i", "in", "sorted", "(", "list", "(", "art_dic", ".", "keys", "(", ")", ")", ")", ":", "try", ":", "if", "test", ":", "raise", "Exception", "print", "(", "i", ")", "aprint", "(", "...	21.5	15.6
def _build_likelihood(self): r""" q_alpha, q_lambda are variational parameters, size N x R This method computes the variational lower bound on the likelihood, which is: E_{q(F)} [ \log p(Y\|F) ] - KL[ q(F) \|\| p(F)] with q(f) = N(f \| K alpha + mean, [K^-1 + ...	[ "def", "_build_likelihood", "(", "self", ")", ":", "K", "=", "self", ".", "kern", ".", "K", "(", "self", ".", "X", ")", "K_alpha", "=", "tf", ".", "matmul", "(", "K", ",", "self", ".", "q_alpha", ")", "f_mean", "=", "K_alpha", "+", "self", ".", ...	44.875	22.03125
def add_units(self, units, factor, latexrepr=None): """ Add new possible units. :arg units: units :type units: :class:`str` :arg factor: multiplication factor to convert new units into base units :type factor: :class:`float` :arg latexr...	[ "def", "add_units", "(", "self", ",", "units", ",", "factor", ",", "latexrepr", "=", "None", ")", ":", "if", "units", "in", "self", ".", "_units", ":", "raise", "ValueError", "(", "'%s already defined'", "%", "units", ")", "if", "factor", "==", "1", ":...	32.954545	16.136364
def unregister_engine(self, ident, msg): """Unregister an engine that explicitly requested to leave.""" try: eid = msg['content']['id'] except: self.log.error("registration::bad engine id for unregistration: %r", ident, exc_info=True) return self.log.i...	[ "def", "unregister_engine", "(", "self", ",", "ident", ",", "msg", ")", ":", "try", ":", "eid", "=", "msg", "[", "'content'", "]", "[", "'id'", "]", "except", ":", "self", ".", "log", ".", "error", "(", "\"registration::bad engine id for unregistration: %r\"...	41	18.461538
def dump_nparray(self, obj, class_name=numpy_ndarray_class_name): """ ``numpy.ndarray`` dumper. """ return {"$" + class_name: self._json_convert(obj.tolist())}	[ "def", "dump_nparray", "(", "self", ",", "obj", ",", "class_name", "=", "numpy_ndarray_class_name", ")", ":", "return", "{", "\"$\"", "+", "class_name", ":", "self", ".", "_json_convert", "(", "obj", ".", "tolist", "(", ")", ")", "}" ]	37.4	11.8
def simulate(self, ts_length=100, random_state=None): r""" Simulate a time series of length ts_length, first drawing .. math:: x_0 \sim N(\mu_0, \Sigma_0) Parameters ---------- ts_length : scalar(int), optional(default=100) The length of the sim...	[ "def", "simulate", "(", "self", ",", "ts_length", "=", "100", ",", "random_state", "=", "None", ")", ":", "random_state", "=", "check_random_state", "(", "random_state", ")", "x0", "=", "multivariate_normal", "(", "self", ".", "mu_0", ".", "flatten", "(", ...	33.609756	22.02439
def update_port_statuses_cfg(self, context, port_ids, status): """Update the operational statuses of a list of router ports. This is called by the Cisco cfg agent to update the status of a list of ports. :param context: contains user information :param port_ids: list of ids of ...	[ "def", "update_port_statuses_cfg", "(", "self", ",", "context", ",", "port_ids", ",", "status", ")", ":", "self", ".", "_l3plugin", ".", "update_router_port_statuses", "(", "context", ",", "port_ids", ",", "status", ")" ]	45.333333	22.5
def update_cache(func): """Decorate functions that modify the internally stored usernotes JSON. Ensures that updates are mirrored onto reddit. Arguments: func: the function being decorated """ @wraps(func) def wrapper(self, args, *kwargs): """The wrapper function.""" ...	[ "def", "update_cache", "(", "func", ")", ":", "@", "wraps", "(", "func", ")", "def", "wrapper", "(", "self", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "\"\"\"The wrapper function.\"\"\"", "lazy", "=", "kwargs", ".", "get", "(", "'lazy'", ","...	25.038462	17.923077
def get_parameter(self, path, default=None, return_group=False): """ Reads hyperparameter from job configuration. If nothing found use given default. :param path: str :param default: * :param return_group: If true and path is a choice_group, we return the dict instead of the gr...	[ "def", "get_parameter", "(", "self", ",", "path", ",", "default", "=", "None", ",", "return_group", "=", "False", ")", ":", "value", "=", "read_parameter_by_path", "(", "self", ".", "job", "[", "'config'", "]", "[", "'parameters'", "]", ",", "path", ",",...	34.333333	27.666667
def process_data(input_file: str, output_file: str, max_path_length: int, max_num_logical_forms: int, ignore_agenda: bool, write_sequences: bool) -> None: """ Reads an NLVR dataset and returns a JSON representation containing s...	[ "def", "process_data", "(", "input_file", ":", "str", ",", "output_file", ":", "str", ",", "max_path_length", ":", "int", ",", "max_num_logical_forms", ":", "int", ",", "ignore_agenda", ":", "bool", ",", "write_sequences", ":", "bool", ")", "->", "None", ":"...	59.383562	26.39726
def get_vmotion_enabled(host, username, password, protocol=None, port=None, host_names=None): ''' Get the VMotion enabled status for a given host or a list of host_names. Returns ``True`` if VMotion is enabled, ``False`` if it is not enabled. host The location of the host. username ...	[ "def", "get_vmotion_enabled", "(", "host", ",", "username", ",", "password", ",", "protocol", "=", "None", ",", "port", "=", "None", ",", "host_names", "=", "None", ")", ":", "service_instance", "=", "salt", ".", "utils", ".", "vmware", ".", "get_service_i...	40.5	30.637931
def camera_trigger_send(self, time_usec, seq, force_mavlink1=False): ''' Camera-IMU triggering and synchronisation message. time_usec : Timestamp for the image frame in microseconds (uint64_t) seq : Image frame sequen...	[ "def", "camera_trigger_send", "(", "self", ",", "time_usec", ",", "seq", ",", "force_mavlink1", "=", "False", ")", ":", "return", "self", ".", "send", "(", "self", ".", "camera_trigger_encode", "(", "time_usec", ",", "seq", ")", ",", "force_mavlink1", "=", ...	50.444444	37.555556
def collect_by_typename(obj_sequence, cache=None): """ collects objects from obj_sequence and stores them into buckets by type name. cache is an optional dict into which we collect the results. """ if cache is None: cache = {} for val in obj_sequence: key = type(val).__name...	[ "def", "collect_by_typename", "(", "obj_sequence", ",", "cache", "=", "None", ")", ":", "if", "cache", "is", "None", ":", "cache", "=", "{", "}", "for", "val", "in", "obj_sequence", ":", "key", "=", "type", "(", "val", ")", ".", "__name__", "bucket", ...	23.35	19.95
def do_work(self, actions_queue, returns_queue, control_queue=None): # pragma: no cover """Main function of the worker. * Get checks * Launch new checks * Manage finished checks :param actions_queue: Global Queue Master->Slave :type actions_queue: Queue.Queue :p...	[ "def", "do_work", "(", "self", ",", "actions_queue", ",", "returns_queue", ",", "control_queue", "=", "None", ")", ":", "# pragma: no cover", "# restore default signal handler for the workers:", "# signal.signal(signal.SIGTERM, signal.SIG_DFL)", "self", ".", "interrupted", "=...	42.432099	22.234568
def get_urls(self): """ Add ``layout_placeholder_data`` URL. """ # See: `fluent_pages.pagetypes.fluentpage.admin.FluentPageAdmin`. urls = super(LayoutAdmin, self).get_urls() my_urls = patterns( '', url( r'^placeholder_data/(?P<id>\d...	[ "def", "get_urls", "(", "self", ")", ":", "# See: `fluent_pages.pagetypes.fluentpage.admin.FluentPageAdmin`.", "urls", "=", "super", "(", "LayoutAdmin", ",", "self", ")", ".", "get_urls", "(", ")", "my_urls", "=", "patterns", "(", "''", ",", "url", "(", "r'^plac...	32.4	16.533333
def identify(text): """Identify whether a string is simplified or traditional Chinese. Returns: None: if there are no recognizd Chinese characters. EITHER: if the test is inconclusive. TRAD: if the text is traditional. SIMP: if the text is simplified. BOTH: the text has ...	[ "def", "identify", "(", "text", ")", ":", "filtered_text", "=", "set", "(", "list", "(", "text", ")", ")", ".", "intersection", "(", "ALL_CHARS", ")", "if", "len", "(", "filtered_text", ")", "is", "0", ":", "return", "None", "if", "filtered_text", ".",...	35.608696	16.695652
def process_events(self): """ Loop through and handle all the queued events. """ for event in sdl2.ext.get_events(): if event.type == sdl2.SDL_MOUSEMOTION: self.example.mouse_position_event(event.motion.x, event.motion.y) elif event.type =...	[ "def", "process_events", "(", "self", ")", ":", "for", "event", "in", "sdl2", ".", "ext", ".", "get_events", "(", ")", ":", "if", "event", ".", "type", "==", "sdl2", ".", "SDL_MOUSEMOTION", ":", "self", ".", "example", ".", "mouse_position_event", "(", ...	42.111111	20.444444
def nvmlShutdown(): r""" /** * Shut down NVML by releasing all GPU resources previously allocated with \ref nvmlInit(). * * For all products. * * This method should be called after NVML work is done, once for each call to \ref nvmlInit() * A reference count of the number of initial...	[ "def", "nvmlShutdown", "(", ")", ":", "#", "# Leave the library loaded, but shutdown the interface", "#", "fn", "=", "_nvmlGetFunctionPointer", "(", "\"nvmlShutdown\"", ")", "ret", "=", "fn", "(", ")", "_nvmlCheckReturn", "(", "ret", ")", "# Atomically update refcount",...	36.060606	27.060606
def get_category(self, metric): """ Return a string category for the metric. The category is made up of this reporter's prefix and the metric's group and tags. Examples: prefix = 'foo', group = 'bar', tags = {'a': 1, 'b': 2} returns: 'foo.bar.a=1,b=2' ...	[ "def", "get_category", "(", "self", ",", "metric", ")", ":", "tags", "=", "','", ".", "join", "(", "'%s=%s'", "%", "(", "k", ",", "v", ")", "for", "k", ",", "v", "in", "sorted", "(", "metric", ".", "metric_name", ".", "tags", ".", "items", "(", ...	33.714286	18.571429
def _set_bin_view(self, session): """Sets the underlying bin view to match current view""" if self._bin_view == FEDERATED: try: session.use_federated_bin_view() except AttributeError: pass else: try: session.use_...	[ "def", "_set_bin_view", "(", "self", ",", "session", ")", ":", "if", "self", ".", "_bin_view", "==", "FEDERATED", ":", "try", ":", "session", ".", "use_federated_bin_view", "(", ")", "except", "AttributeError", ":", "pass", "else", ":", "try", ":", "sessio...	32	12.5
def smart_generic_inlineformset_factory(model, request, form=ModelForm, formset=BaseGenericInlineFormSet, ct_field='content_type', fk_field='object_id', fields=None, exclude=None, extra=3, can_order=False, can_delete=True, min_num=None, max...	[ "def", "smart_generic_inlineformset_factory", "(", "model", ",", "request", ",", "form", "=", "ModelForm", ",", "formset", "=", "BaseGenericInlineFormSet", ",", "ct_field", "=", "'content_type'", ",", "fk_field", "=", "'object_id'", ",", "fields", "=", "None", ","...	45.075472	23.716981
def create_model(self, model): """Ran when a new model is created.""" for field in model._meta.local_fields: if not isinstance(field, HStoreField): continue self.add_field(model, field)	[ "def", "create_model", "(", "self", ",", "model", ")", ":", "for", "field", "in", "model", ".", "_meta", ".", "local_fields", ":", "if", "not", "isinstance", "(", "field", ",", "HStoreField", ")", ":", "continue", "self", ".", "add_field", "(", "model", ...	29.5	15.25
def _check_perms(obj_name, obj_type, new_perms, cur_perms, access_mode, ret): ''' Helper function used by ``check_perms`` for checking and setting Grant and Deny permissions. Args: obj_name (str): The name or full path to the object obj_type (Optional[str]): Th...	[ "def", "_check_perms", "(", "obj_name", ",", "obj_type", ",", "new_perms", ",", "cur_perms", ",", "access_mode", ",", "ret", ")", ":", "access_mode", "=", "access_mode", ".", "lower", "(", ")", "changes", "=", "{", "}", "for", "user", "in", "new_perms", ...	46.095808	22.802395
def _link_variables_on_expr(self, variable_manager, block, stmt_idx, stmt, expr): """ Link atoms (AIL expressions) in the given expression to corresponding variables identified previously. :param variable_manager: Variable manager of the function. :param ailment.Block block: AIL bloc...	[ "def", "_link_variables_on_expr", "(", "self", ",", "variable_manager", ",", "block", ",", "stmt_idx", ",", "stmt", ",", "expr", ")", ":", "if", "type", "(", "expr", ")", "is", "ailment", ".", "Expr", ".", "Register", ":", "# find a register variable", "reg_...	48.619048	23
def load(self, base_settings): """Merge local settings from file with ``base_settings``. Returns a new settings dict containing the base settings and the loaded settings. Includes: - base settings - settings from extended file(s), if any - settings from file...	[ "def", "load", "(", "self", ",", "base_settings", ")", ":", "is_valid_key", "=", "lambda", "k", ":", "k", ".", "isupper", "(", ")", "and", "not", "k", ".", "startswith", "(", "'_'", ")", "# Base settings, including `LocalSetting`s, loaded from the", "# Django se...	39.615385	21.897436
def _convert_queue_message_xml(message_text, encode_function, key_encryption_key): ''' <?xml version="1.0" encoding="utf-8"?> <QueueMessage> <MessageText></MessageText> </QueueMessage> ''' queue_message_element = ETree.Element('QueueMessage') # Enabled message_text = encode_func...	[ "def", "_convert_queue_message_xml", "(", "message_text", ",", "encode_function", ",", "key_encryption_key", ")", ":", "queue_message_element", "=", "ETree", ".", "Element", "(", "'QueueMessage'", ")", "# Enabled", "message_text", "=", "encode_function", "(", "message_t...	33.208333	25.291667
def join(self, timeout=None): """ Waits for all the tasks to be executed :param timeout: Maximum time to wait (in seconds) :return: True if the queue has been emptied, else False """ if self._queue.empty(): # Nothing to wait for... return True ...	[ "def", "join", "(", "self", ",", "timeout", "=", "None", ")", ":", "if", "self", ".", "_queue", ".", "empty", "(", ")", ":", "# Nothing to wait for...", "return", "True", "elif", "timeout", "is", "None", ":", "# Use the original join", "self", ".", "_queue...	33.368421	12.736842
def _store(self, messages, response, args, *kwargs): """ Delete all messages that are sticky and return the other messages This storage never save objects """ return [message for message in messages if not message.level in STICKY_MESSAGE_LEVELS]	[ "def", "_store", "(", "self", ",", "messages", ",", "response", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "return", "[", "message", "for", "message", "in", "messages", "if", "not", "message", ".", "level", "in", "STICKY_MESSAGE_LEVELS", "]" ]	47	17
def export_to_template(filename, args, exclude=None): """Exports given options to the given filename in INI format. :param filename: Filename to save options to :param dict args: Arguments to export :param list exclude (optional): Exclusion list for options that should not ...	[ "def", "export_to_template", "(", "filename", ",", "args", ",", "exclude", "=", "None", ")", ":", "exclude", "=", "exclude", "or", "[", "]", "exclude", ".", "append", "(", "'config'", ")", "exclude", ".", "append", "(", "'really'", ")", "exclude", ".", ...	37.090909	11
def _single_function_inclusion_filter_builder(func: str) -> NodePredicate: # noqa: D202 """Build a function inclusion filter for a single function.""" def function_inclusion_filter(_: BELGraph, node: BaseEntity) -> bool: """Pass only for a node that has the enclosed function.""" return node.fu...	[ "def", "_single_function_inclusion_filter_builder", "(", "func", ":", "str", ")", "->", "NodePredicate", ":", "# noqa: D202", "def", "function_inclusion_filter", "(", "_", ":", "BELGraph", ",", "node", ":", "BaseEntity", ")", "->", "bool", ":", "\"\"\"Pass only for ...	45.625	21.125
def store(self, filename=None, label=None, desc=None, date=None): """Store object to mat-file. TODO: determine format specification """ date = datetime.now() if date is None else date filename = filename if filename else date.replace(microsecond=0).isoformat() + '.mat' def store...	[ "def", "store", "(", "self", ",", "filename", "=", "None", ",", "label", "=", "None", ",", "desc", "=", "None", ",", "date", "=", "None", ")", ":", "date", "=", "datetime", ".", "now", "(", ")", "if", "date", "is", "None", "else", "date", "filena...	40.15	15.55
def get_connection(self): """ Return a connection from the pool using the `ConnectionSelector` instance. It tries to resurrect eligible connections, forces a resurrection when no connections are availible and passes the list of live connections to the selector instance t...	[ "def", "get_connection", "(", "self", ")", ":", "self", ".", "resurrect", "(", ")", "# no live nodes, resurrect one by force", "if", "not", "self", ".", "connections", ":", "self", ".", "resurrect", "(", "True", ")", "connection", "=", "self", ".", "selector",...	32.789474	21.631579
def u64(self, name, value=None, align=None): """Add an unsigned 8 byte integer field to template. This is an convenience method that simply calls `Uint` keyword with predefined length.""" self.uint(8, name, value, align)	[ "def", "u64", "(", "self", ",", "name", ",", "value", "=", "None", ",", "align", "=", "None", ")", ":", "self", ".", "uint", "(", "8", ",", "name", ",", "value", ",", "align", ")" ]	48.2	8.8
def collapse_nodes(graph, survivor_mapping: Mapping[BaseEntity, Set[BaseEntity]]) -> None: """Collapse all nodes in values to the key nodes, in place. :param pybel.BELGraph graph: A BEL graph :param survivor_mapping: A dictionary with survivors as their keys, and iterables of the corresponding victims as ...	[ "def", "collapse_nodes", "(", "graph", ",", "survivor_mapping", ":", "Mapping", "[", "BaseEntity", ",", "Set", "[", "BaseEntity", "]", "]", ")", "->", "None", ":", "inconsistencies", "=", "surviors_are_inconsistent", "(", "survivor_mapping", ")", "if", "inconsis...	43	26.875
def plot_density(self, plot_limits=None, fixed_inputs=None, resolution=None, plot_raw=False, apply_link=False, visible_dims=None, which_data_ycols='all', levels=35, label='gp density', predict_kw=None, **kwargs): """ Plot the co...	[ "def", "plot_density", "(", "self", ",", "plot_limits", "=", "None", ",", "fixed_inputs", "=", "None", ",", "resolution", "=", "None", ",", "plot_raw", "=", "False", ",", "apply_link", "=", "False", ",", "visible_dims", "=", "None", ",", "which_data_ycols", ...	63.216216	34.189189
def parse_known_args(self, args = None, namespace = None, config_file_contents = None, env_vars = os.environ): """Supports all the same args as the ArgumentParser.parse_args(..), as well as the following additional args. Additional Args: args: a list of args...	[ "def", "parse_known_args", "(", "self", ",", "args", "=", "None", ",", "namespace", "=", "None", ",", "config_file_contents", "=", "None", ",", "env_vars", "=", "os", ".", "environ", ")", ":", "if", "args", "is", "None", ":", "args", "=", "sys", ".", ...	46.006173	21.759259
def newPI(name, content): """Creation of a processing instruction element. Use xmlDocNewPI preferably to get string interning """ ret = libxml2mod.xmlNewPI(name, content) if ret is None:raise treeError('xmlNewPI() failed') return xmlNode(_obj=ret)	[ "def", "newPI", "(", "name", ",", "content", ")", ":", "ret", "=", "libxml2mod", ".", "xmlNewPI", "(", "name", ",", "content", ")", "if", "ret", "is", "None", ":", "raise", "treeError", "(", "'xmlNewPI() failed'", ")", "return", "xmlNode", "(", "_obj", ...	44.166667	7.666667
def to_internal_value(self, value): """Basically, each tag dict must include a full dict with id, name and slug--or else you need to pass in a dict with just a name, which indicated that the Tag doesn't exist, and should be added.""" if "id" in value: tag = Tag.objects.get(i...	[ "def", "to_internal_value", "(", "self", ",", "value", ")", ":", "if", "\"id\"", "in", "value", ":", "tag", "=", "Tag", ".", "objects", ".", "get", "(", "id", "=", "value", "[", "\"id\"", "]", ")", "else", ":", "if", "\"name\"", "not", "in", "value...	42.75	18.55
def main(): """The main entry point, compatible with setuptools.""" # pylint: disable=bad-continuation from optparse import OptionParser, OptionGroup parser = OptionParser(usage="%prog [options] <folder path> ...", version="%s v%s" % (__appname__, __version__)) parser.add_option('-D', '-...	[ "def", "main", "(", ")", ":", "# pylint: disable=bad-continuation", "from", "optparse", "import", "OptionParser", ",", "OptionGroup", "parser", "=", "OptionParser", "(", "usage", "=", "\"%prog [options] <folder path> ...\"", ",", "version", "=", "\"%s v%s\"", "%", "("...	51.045455	25.242424
def smart_unicode(string, encoding='utf-8', strings_only=False, errors='strict'): """ Returns a unicode object representing 's'. Treats bytestrings using the 'encoding' codec. If strings_only is True, don't convert (some) non-string-like objects. """ # if isinstance(s, Promise): # # The...	[ "def", "smart_unicode", "(", "string", ",", "encoding", "=", "'utf-8'", ",", "strings_only", "=", "False", ",", "errors", "=", "'strict'", ")", ":", "# if isinstance(s, Promise):", "# # The input is the result of a gettext_lazy() call.", "# return s", "return", "f...	40	22.181818
def _proc_pax(self, filetar): """Process an extended or global header as described in POSIX.1-2001.""" # Read the header information. buf = filetar.fileobj.read(self._block(self.size)) # A pax header stores supplemental information for either # the following file (extended) or all following files ...	[ "def", "_proc_pax", "(", "self", ",", "filetar", ")", ":", "# Read the header information.", "buf", "=", "filetar", ".", "fileobj", ".", "read", "(", "self", ".", "_block", "(", "self", ".", "size", ")", ")", "# A pax header stores supplemental information for eit...	33.258065	20.322581
def record(self): # type: () -> bytes ''' Generate a string representing the Rock Ridge Alternate Name record. Parameters: None. Returns: String containing the Rock Ridge record. ''' if not self._initialized: raise pycdlibexception.P...	[ "def", "record", "(", "self", ")", ":", "# type: () -> bytes", "if", "not", "self", ".", "_initialized", ":", "raise", "pycdlibexception", ".", "PyCdlibInternalError", "(", "'NM record not yet initialized!'", ")", "return", "b'NM'", "+", "struct", ".", "pack", "("...	35.714286	31.714286
def Pepper(p=0, per_channel=False, name=None, deterministic=False, random_state=None): """ Adds pepper noise to an image, i.e. black-ish pixels. This is similar to dropout, but slower and the black pixels are not uniformly black. dtype support:: See ``imgaug.augmenters.arithmetic.ReplaceEleme...	[ "def", "Pepper", "(", "p", "=", "0", ",", "per_channel", "=", "False", ",", "name", "=", "None", ",", "deterministic", "=", "False", ",", "random_state", "=", "None", ")", ":", "replacement01", "=", "iap", ".", "ForceSign", "(", "iap", ".", "Beta", "...	33.38806	24.58209
def citation_count(papers, key='ayjid', verbose=False): """ Generates citation counts for all of the papers cited by papers. Parameters ---------- papers : list A list of :class:`.Paper` instances. key : str Property to use as node key. Default is 'ayjid' (recommended). verb...	[ "def", "citation_count", "(", "papers", ",", "key", "=", "'ayjid'", ",", "verbose", "=", "False", ")", ":", "if", "verbose", ":", "print", "\"Generating citation counts for \"", "+", "unicode", "(", "len", "(", "papers", ")", ")", "+", "\" papers...\"", "cou...	25	21.896552
def _compute_count_availability(resource, status, previous_status): '''Compute the `check:count-availability` extra value''' count_availability = resource.extras.get('check:count-availability', 1) return count_availability + 1 if status == previous_status else 1	[ "def", "_compute_count_availability", "(", "resource", ",", "status", ",", "previous_status", ")", ":", "count_availability", "=", "resource", ".", "extras", ".", "get", "(", "'check:count-availability'", ",", "1", ")", "return", "count_availability", "+", "1", "i...	67.75	27.75
def _normalize_group_attrs(self, attrs): """Normalize the attributes used to set groups If it's a list of one element, it just become this element. It raises an error if the attribute doesn't exist or if it's multivaluated. """ for key in self.group_attrs_keys: ...	[ "def", "_normalize_group_attrs", "(", "self", ",", "attrs", ")", ":", "for", "key", "in", "self", ".", "group_attrs_keys", ":", "if", "key", "not", "in", "attrs", ":", "raise", "MissingGroupAttr", "(", "key", ")", "if", "type", "(", "attrs", "[", "key", ...	43.142857	9.785714
def _read_stderr(self): """Read the stderr file of the kernel.""" # We need to read stderr_file as bytes to be able to # detect its encoding with chardet f = open(self.stderr_file, 'rb') try: stderr_text = f.read() # This is needed to avoid show...	[ "def", "_read_stderr", "(", "self", ")", ":", "# We need to read stderr_file as bytes to be able to\r", "# detect its encoding with chardet\r", "f", "=", "open", "(", "self", ".", "stderr_file", ",", "'rb'", ")", "try", ":", "stderr_text", "=", "f", ".", "read", "("...	35.217391	17.391304
def apply_trend_constraint(self, limit, dt, distribution_skip=False, **kwargs): """ Constrains change in RV to be less than limit over time dt. Only works if ``dRV`` and ``Plong`` attributes are defined for population. :param limit: Ra...	[ "def", "apply_trend_constraint", "(", "self", ",", "limit", ",", "dt", ",", "distribution_skip", "=", "False", ",", "", "", "kwargs", ")", ":", "if", "type", "(", "limit", ")", "!=", "Quantity", ":", "limit", "=", "limit", "*", "u", ".", "m", "/", ...	34.825	19.175
def cctop_save_xml(jobid, outpath): """Save the CCTOP results file in XML format. Args: jobid (str): Job ID obtained when job was submitted outpath (str): Path to output filename Returns: str: Path to output filename """ status = cctop_check_status(jobid=jobid) if stat...	[ "def", "cctop_save_xml", "(", "jobid", ",", "outpath", ")", ":", "status", "=", "cctop_check_status", "(", "jobid", "=", "jobid", ")", "if", "status", "==", "'Finished'", ":", "result", "=", "'http://cctop.enzim.ttk.mta.hu/php/result.php?jobId={}'", ".", "format", ...	32.5	19.2
async def main(): """Sample code to retrieve the data.""" async with aiohttp.ClientSession() as session: data = Luftdaten(SENSOR_ID, loop, session) await data.get_data() if not await data.validate_sensor(): print("Station is not available:", data.sensor_id) retur...	[ "async", "def", "main", "(", ")", ":", "async", "with", "aiohttp", ".", "ClientSession", "(", ")", "as", "session", ":", "data", "=", "Luftdaten", "(", "SENSOR_ID", ",", "loop", ",", "session", ")", "await", "data", ".", "get_data", "(", ")", "if", "...	35.0625	17.625
def allsame(iterable, eq=operator.eq): """ Determine if all items in a sequence are the same Args: iterable (Iterable): items to determine if they are all the same eq (Callable, optional): function to determine equality (default: operator.eq) Example: >>> allsame([...	[ "def", "allsame", "(", "iterable", ",", "eq", "=", "operator", ".", "eq", ")", ":", "iter_", "=", "iter", "(", "iterable", ")", "try", ":", "first", "=", "next", "(", "iter_", ")", "except", "StopIteration", ":", "return", "True", "return", "all", "(...	24.40625	18.96875
def permission_check(apikey, endpoint): """ return (user, seckey) if url end point is in allowed entry point list """ try: ak = APIKeys.objects.get(apikey=apikey) apitree = cPickle.loads(ak.apitree.encode("ascii")) if apitree.match(endpoint): ...	[ "def", "permission_check", "(", "apikey", ",", "endpoint", ")", ":", "try", ":", "ak", "=", "APIKeys", ".", "objects", ".", "get", "(", "apikey", "=", "apikey", ")", "apitree", "=", "cPickle", ".", "loads", "(", "ak", ".", "apitree", ".", "encode", "...	37.75	14.75
def tojson(o): """ recursive implementation """ try: return json.encode(o) except json.EncodeError: pass try: return o.tojson() except AttributeError as e: pass t = type(o) if isinstance(o, list): return '[%s]' % ', '.join([tojson(e) for e in ...	[ "def", "tojson", "(", "o", ")", ":", "try", ":", "return", "json", ".", "encode", "(", "o", ")", "except", "json", ".", "EncodeError", ":", "pass", "try", ":", "return", "o", ".", "tojson", "(", ")", "except", "AttributeError", "as", "e", ":", "pas...	26.653846	16.807692
def _print_message(self, prefix, message, verbose=True): 'Prints a message and takes care of all sorts of nasty code' # Load up the standard output. output = ['\n', prefix, message['message']] # We have some extra stuff for verbose mode. if verbose: verbose_output =...	[ "def", "_print_message", "(", "self", ",", "prefix", ",", "message", ",", "verbose", "=", "True", ")", ":", "# Load up the standard output.", "output", "=", "[", "'\\n'", ",", "prefix", ",", "message", "[", "'message'", "]", "]", "# We have some extra stuff for ...	40.354839	18.806452
def ean8(self, data, kwargs): """Render given ``data`` as JAN-8/EAN-8** barcode symbology.""" if not re.match(r'\d{8}', data): raise ValueError('JAN-8/EAN-8 symbology requires 8 digits of data; ' 'got {:d} digits: {!r}'.format(len(data), data)) barcode.validat...	[ "def", "ean8", "(", "self", ",", "data", ",", "", "", "kwargs", ")", ":", "if", "not", "re", ".", "match", "(", "r'\\d{8}'", ",", "data", ")", ":", "raise", "ValueError", "(", "'JAN-8/EAN-8 symbology requires 8 digits of data; '", "'got {:d} digits: {!r}'", ...	55	12.857143
def super_parent(self, mol, skip_standardize=False): """Return the super parent of a given molecule. THe super parent is fragment, charge, isotope, stereochemistry and tautomer insensitive. From the input molecule, the largest fragment is taken. This is uncharged and then isotope and stereochem...	[ "def", "super_parent", "(", "self", ",", "mol", ",", "skip_standardize", "=", "False", ")", ":", "if", "not", "skip_standardize", ":", "mol", "=", "self", ".", "standardize", "(", "mol", ")", "# We don't need to get fragment parent, because the charge parent is the la...	51.636364	23.181818
def relStdDev(self, limit=None): """return the relative standard deviation optionally limited to the last limit values""" moments = self.meanAndStdDev(limit) if moments is None: return None return moments[1] / moments[0]	[ "def", "relStdDev", "(", "self", ",", "limit", "=", "None", ")", ":", "moments", "=", "self", ".", "meanAndStdDev", "(", "limit", ")", "if", "moments", "is", "None", ":", "return", "None", "return", "moments", "[", "1", "]", "/", "moments", "[", "0",...	43.166667	7.166667
def generate_brome_config(): """Generate a brome config with default value Returns: config (dict) """ config = {} for key in iter(default_config): for inner_key, value in iter(default_config[key].items()): if key not in config: config[key] = {} ...	[ "def", "generate_brome_config", "(", ")", ":", "config", "=", "{", "}", "for", "key", "in", "iter", "(", "default_config", ")", ":", "for", "inner_key", ",", "value", "in", "iter", "(", "default_config", "[", "key", "]", ".", "items", "(", ")", ")", ...	23.0625	20.3125

def searchTag(self,HTAG="#python"): """Set Twitter search or stream criteria for the selection of tweets""" self.t = Twython(app_key =self.app_key , app_secret =self.app_secret , oauth_token =self.oauth_token ...

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54

27.666667

def eigendecompose(tensor, normalise=False): ''' Performs and eigendecomposition of the tensor and orders into descending eigenvalues ''' if normalise: tensor, tensor_norm = normalise_tensor(tensor) else: tensor_norm = 1. eigvals, eigvects = np.linalg.eigh(tensor, UPLO='U') ...

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28.5

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def trim(self): """Clear not used counters""" for key, value in list(iteritems(self.counters)): if value.empty(): del self.counters[key]

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35.2

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def parse_list(cls, data): """Parse a list of JSON objects into a result set of model instances.""" results = ResultSet() data = data or [] for obj in data: if obj: results.append(cls.parse(obj)) return results

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33.875

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def match_entries(entries, pattern): """A drop-in replacement for fnmatch.filter that supports pattern variants (ie. {foo,bar}baz = foobaz or barbaz).""" matching = [] for variant in expand_braces(pattern): matching.extend(fnmatch.filter(entries, variant)) return list(_deduplicate(matching...

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34.888889

14.111111

def delete(self, bulk=False): """ Delete the object """ meta = self._meta conn = meta['connection'] conn.delete(meta.index, meta.type, meta.id, bulk=bulk)

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28

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def _update_job(self, target, args, kwargs): """Specify the function this async job is to execute when run.""" target_path, options = get_function_path_and_options(target) assert isinstance(args, (tuple, list)) or args is None assert isinstance(kwargs, dict) or kwargs is None i...

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38.454545

21.090909

def dec2hms(dec): """ ADW: This should really be replaced by astropy """ DEGREE = 360. HOUR = 24. MINUTE = 60. SECOND = 3600. dec = float(dec) fhour = dec*(HOUR/DEGREE) hour = int(fhour) fminute = (fhour - hour)*MINUTE minute = int(fminute) second = (fminut...

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19.722222

17.722222

def dpod_port_id_port_id(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") dpod = ET.SubElement(config, "dpod", xmlns="urn:brocade.com:mgmt:brocade-license") port_id = ET.SubElement(dpod, "port-id") port_id = ET.SubElement(port_id, "port-id") ...

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40

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def delete(self, membershipId): """Delete a membership, by ID. Args: membershipId(basestring): The membership ID. Raises: TypeError: If the parameter types are incorrect. ApiError: If the Webex Teams cloud returns an error. """ check_type(me...

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27.733333

21.8

def handle_command_line(): """Display an image for the phrase in sys.argv, if possible""" phrase = ' '.join(sys.argv[1:]) or 'random' try: giphy = get_random_giphy(phrase) except ValueError: sys.stderr.write('Unable to find any GIFs for {!r}\n'.format(phrase)) sys.exit(1) d...

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30.545455

19.818182

def convolve_comb_lines(lines_wave, lines_flux, sigma, crpix1, crval1, cdelt1, naxis1): """Convolve a set of lines of known wavelengths and flux. Parameters ---------- lines_wave : array like Input array with wavelengths lines_flux : array like Input array wi...

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29.255814

19.023256

def BE8(value, min_value=None, max_value=None, fuzzable=True, name=None, full_range=False): '''8-bit field, Big endian encoded''' return UInt8(value, min_value=min_value, max_value=max_value, encoder=ENC_INT_BE, fuzzable=fuzzable, name=name, full_range=full_range)

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90

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def _add_explicit_includes(lines, dependencies=None, extralinks=None): """Adds any relevant libraries that need to be explicitly included according to the fortpy configuration file. Libraries are appended to the specified collection of lines. Returns true if relevant libraries were added. """ from f...

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39.804878

19.146341

def scale(self, factor, inplace=True): """ Multiplies all branch lengths by factor. """ if not inplace: t = self.copy() else: t = self t._tree.scale_edges(factor) t._dirty = True return t

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27.888889

13.888889

def submit(self, command_line, name = None, array = None, dependencies = [], exec_dir = None, log_dir = None, dry_run = False, stop_on_failure = False, **kwargs): """Submits a job that will be executed on the local machine during a call to "run". All kwargs will simply be ignored.""" # remove duplicate depe...

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44.318182

31.772727

def _validate(self, value): """ Predicate used to determine if a computed value is valid, True, or not, False. """ if value is None and not self.nullable: self.ctx.errors.invalid('not nullable') return False return True

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31.444444

13.666667

def root(x, k, context=None): """ Return the kth root of x. For k odd and x negative (including -Inf), return a negative number. For k even and x negative (including -Inf), return NaN. The kth root of -0 is defined to be -0, whatever the parity of k. This function is only implemented for nonn...

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26.809524

23.095238

def batch_augment(x, func, device='/CPU:0'): """ Apply dataset augmentation to a batch of exmaples. :param x: Tensor representing a batch of examples. :param func: Callable implementing dataset augmentation, operating on a single image. :param device: String specifying which device to use. """ with tf...

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35.7

12.1

def setup(app): """ Setup for Sphinx extension. :param app: Sphinx application context. """ try: app.info('adding bolditalic role...', nonl=True) app.add_role('bolditalic', bolditalic) app.connect('env-updated', css) app.info(' done') except Exception: ap...

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26.722222

14.611111

def apply_thresholds(input, thresholds, choices): """ Return one of the choices depending on the input position compared to thresholds, for each input. >>> apply_thresholds(np.array([4]), [5, 7], [10, 15, 20]) array([10]) >>> apply_thresholds(np.array([5]), [5, 7], [10, 15, 20]) array([10]) ...

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44.272727

23.727273

def evaluate_cut(uncut_subsystem, cut, unpartitioned_ces): """Compute the system irreducibility for a given cut. Args: uncut_subsystem (Subsystem): The subsystem without the cut applied. cut (Cut): The cut to evaluate. unpartitioned_ces (CauseEffectStructure): The cause-effect structure...

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33.210526

20.052632

def saddr(address): """Return a string representation for an address. The *address* paramater can be a pipe name, an IP address tuple, or a socket address. The return value is always a ``str`` instance. """ if isinstance(address, six.string_types): return address elif isinstance(ad...

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37.75

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async def parse_response(self): """ :py:func:`asyncio.coroutine` Parsing full server response (all lines). :return: (code, lines) :rtype: (:py:class:`aioftp.Code`, :py:class:`list` of :py:class:`str`) :raises aioftp.StatusCodeError: if received code does not matches al...

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34.333333

16.5

def _render(template, callable_, args, data, as_unicode=False): """create a Context and return the string output of the given template and template callable.""" if as_unicode: buf = util.FastEncodingBuffer(as_unicode=True) elif template.bytestring_passthrough: buf = compat.StringIO() ...

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40.25

14.1

def directive_SPACE(self, label, params): """ label SPACE num Allocate space on the stack. `num` is the number of bytes to allocate """ # TODO allow equations params = params.strip() try: self.convert_to_integer(params) except ValueError: ...

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30.210526

16.842105

def evaluate(self, verbose=False, decode=True, passes=None, num_threads=1, apply_experimental=True): """Evaluates by creating an Index containing evaluated data. See `LazyResult` Returns ------- Index Index with evaluated data. """ if self.start == ...

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33.647059

26.882353

def adjustFiles(rec, op): # type: (Any, Union[Callable[..., Any], partial[Any]]) -> None """Apply a mapping function to each File path in the object `rec`.""" if isinstance(rec, MutableMapping): if rec.get("class") == "File": rec["path"] = op(rec["path"]) for d in rec: ...

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38.818182

13.272727

def end(self): """End the roaster control process via thread signal. This simply sends an exit signal to the thread, and shuts it down. In order to stop monitoring, call the `set_monitor` method with false. :returns: None """ self._process.shutdown() self._roast...

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33.636364

20.181818

def _reap_msg_frames(self, method_frame): ''' Support method to reap header frame and body from current frame buffer. Used in processing of basic.return, basic.deliver, and basic.get_ok. Will return a pair (<header frame>, <body>), or re-queue current frames and raise a FrameUnde...

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41.90625

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def setData(self, index, value, role=Qt.DisplayRole): """Set the value to the index position depending on Qt::ItemDataRole and data type of the column Args: index (QtCore.QModelIndex): Index to define column and row. value (object): new value. role (Qt::ItemDataRole)...

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def abort_request(self, stream, ident, parent): """abort a specifig msg by id""" msg_ids = parent['content'].get('msg_ids', None) if isinstance(msg_ids, basestring): msg_ids = [msg_ids] if not msg_ids: self.abort_queues() for mid in msg_ids: se...

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37.857143

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def subscribe(ws): """WebSocket endpoint, used for liveupdates""" while ws is not None: gevent.sleep(0.1) try: message = ws.receive() # expect function name to subscribe to if message: stream.register(ws, message) except WebSocketError: ...

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32.2

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def atualizar_software_sat(self): """Sobrepõe :meth:`~satcfe.base.FuncoesSAT.atualizar_software_sat`. :return: Uma resposta SAT padrão. :rtype: satcfe.resposta.padrao.RespostaSAT """ resp = self._http_post('atualizarsoftwaresat') conteudo = resp.json() return Res...

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def delete_video_transcript(video_id, language_code): """ Delete transcript for an existing video. Arguments: video_id: id identifying the video to which the transcript is associated. language_code: language code of a video transcript. """ video_transcript = VideoTranscript.get_or_n...

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43.333333

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def create_arch(configuration, tasks_fs, context, course_factory): """ Helper that can start a simple complete INGInious arch locally if needed, or a client to a remote backend. Intended to be used on command line, makes uses of exit() and the logger inginious.frontend. :param configuration: configurati...

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def get_xml_root(xml_file): """Returns XML root.""" try: xml_root = etree.parse(os.path.expanduser(xml_file), NO_BLANKS_PARSER).getroot() # pylint: disable=broad-except except Exception as err: raise Dump2PolarionException("Failed to parse XML file '{}': {}".format(xml_file, err)) re...

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40.75

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def _scale_fig_size(figsize, textsize, rows=1, cols=1): """Scale figure properties according to rows and cols. Parameters ---------- figsize : float or None Size of figure in inches textsize : float or None fontsize rows : int Number of rows cols : int Number...

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def install_bundle(self, name, path=None): # type: (str, str) -> Bundle """ Installs the bundle with the given name *Note:* Before Pelix 0.5.0, this method returned the ID of the installed bundle, instead of the Bundle object. **WARNING:** The behavior of the loading pr...

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def plot_brillouin_zone_from_kpath(kpath, ax=None, **kwargs): """ Gives the plot (as a matplotlib object) of the symmetry line path in the Brillouin Zone. Args: kpath (HighSymmKpath): a HighSymmKPath object ax: matplotlib :class:`Axes` or None if a new figure should be created. ...

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35.944444

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def replace(self, new_node): """Replace a node after first checking integrity of node stack.""" cur_node = self.cur_node nodestack = self.nodestack cur = nodestack.pop() prev = nodestack[-1] index = prev[-1] - 1 oldnode, name = prev[-2][index] assert cur[0...

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38.066667

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def get_subnet_flow_logs_list(current_config, subnet): """ Return the flow logs that cover a given subnet :param current_config: :param subnet: the subnet that the flow logs should cover :return: """ flow_logs_list = [] for flow_log in current_config.flow_logs: if current_config...

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37.357143

18.357143

def art_list(test=False): """ Print all 1-Line arts. :param test : exception test flag :type test : bool :return: None """ for i in sorted(list(art_dic.keys())): try: if test: raise Exception print(i) aprint(i) line() ...

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21.5

15.6

def _build_likelihood(self): r""" q_alpha, q_lambda are variational parameters, size N x R This method computes the variational lower bound on the likelihood, which is: E_{q(F)} [ \log p(Y|F) ] - KL[ q(F) || p(F)] with q(f) = N(f | K alpha + mean, [K^-1 + ...

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44.875

22.03125

def add_units(self, units, factor, latexrepr=None): """ Add new possible units. :arg units: units :type units: :class:`str` :arg factor: multiplication factor to convert new units into base units :type factor: :class:`float` :arg latexr...

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32.954545

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def unregister_engine(self, ident, msg): """Unregister an engine that explicitly requested to leave.""" try: eid = msg['content']['id'] except: self.log.error("registration::bad engine id for unregistration: %r", ident, exc_info=True) return self.log.i...

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41

18.461538

def dump_nparray(self, obj, class_name=numpy_ndarray_class_name): """ ``numpy.ndarray`` dumper. """ return {"$" + class_name: self._json_convert(obj.tolist())}

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37.4

11.8

def simulate(self, ts_length=100, random_state=None): r""" Simulate a time series of length ts_length, first drawing .. math:: x_0 \sim N(\mu_0, \Sigma_0) Parameters ---------- ts_length : scalar(int), optional(default=100) The length of the sim...

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33.609756

22.02439

def update_port_statuses_cfg(self, context, port_ids, status): """Update the operational statuses of a list of router ports. This is called by the Cisco cfg agent to update the status of a list of ports. :param context: contains user information :param port_ids: list of ids of ...

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45.333333

22.5

def update_cache(func): """Decorate functions that modify the internally stored usernotes JSON. Ensures that updates are mirrored onto reddit. Arguments: func: the function being decorated """ @wraps(func) def wrapper(self, *args, **kwargs): """The wrapper function.""" ...

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25.038462

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def get_parameter(self, path, default=None, return_group=False): """ Reads hyperparameter from job configuration. If nothing found use given default. :param path: str :param default: * :param return_group: If true and path is a choice_group, we return the dict instead of the gr...

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34.333333

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def process_data(input_file: str, output_file: str, max_path_length: int, max_num_logical_forms: int, ignore_agenda: bool, write_sequences: bool) -> None: """ Reads an NLVR dataset and returns a JSON representation containing s...

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59.383562

26.39726

def get_vmotion_enabled(host, username, password, protocol=None, port=None, host_names=None): ''' Get the VMotion enabled status for a given host or a list of host_names. Returns ``True`` if VMotion is enabled, ``False`` if it is not enabled. host The location of the host. username ...

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40.5

30.637931

def camera_trigger_send(self, time_usec, seq, force_mavlink1=False): ''' Camera-IMU triggering and synchronisation message. time_usec : Timestamp for the image frame in microseconds (uint64_t) seq : Image frame sequen...

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50.444444

37.555556

def collect_by_typename(obj_sequence, cache=None): """ collects objects from obj_sequence and stores them into buckets by type name. cache is an optional dict into which we collect the results. """ if cache is None: cache = {} for val in obj_sequence: key = type(val).__name...

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23.35

19.95

def do_work(self, actions_queue, returns_queue, control_queue=None): # pragma: no cover """Main function of the worker. * Get checks * Launch new checks * Manage finished checks :param actions_queue: Global Queue Master->Slave :type actions_queue: Queue.Queue :p...

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42.432099

22.234568

def get_urls(self): """ Add ``layout_placeholder_data`` URL. """ # See: `fluent_pages.pagetypes.fluentpage.admin.FluentPageAdmin`. urls = super(LayoutAdmin, self).get_urls() my_urls = patterns( '', url( r'^placeholder_data/(?P<id>\d...

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32.4

16.533333

def identify(text): """Identify whether a string is simplified or traditional Chinese. Returns: None: if there are no recognizd Chinese characters. EITHER: if the test is inconclusive. TRAD: if the text is traditional. SIMP: if the text is simplified. BOTH: the text has ...

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35.608696

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def process_events(self): """ Loop through and handle all the queued events. """ for event in sdl2.ext.get_events(): if event.type == sdl2.SDL_MOUSEMOTION: self.example.mouse_position_event(event.motion.x, event.motion.y) elif event.type =...

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42.111111

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def nvmlShutdown(): r""" /** * Shut down NVML by releasing all GPU resources previously allocated with \ref nvmlInit(). * * For all products. * * This method should be called after NVML work is done, once for each call to \ref nvmlInit() * A reference count of the number of initial...

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36.060606

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def get_category(self, metric): """ Return a string category for the metric. The category is made up of this reporter's prefix and the metric's group and tags. Examples: prefix = 'foo', group = 'bar', tags = {'a': 1, 'b': 2} returns: 'foo.bar.a=1,b=2' ...

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33.714286

18.571429

def _set_bin_view(self, session): """Sets the underlying bin view to match current view""" if self._bin_view == FEDERATED: try: session.use_federated_bin_view() except AttributeError: pass else: try: session.use_...

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32

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def smart_generic_inlineformset_factory(model, request, form=ModelForm, formset=BaseGenericInlineFormSet, ct_field='content_type', fk_field='object_id', fields=None, exclude=None, extra=3, can_order=False, can_delete=True, min_num=None, max...

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45.075472

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def create_model(self, model): """Ran when a new model is created.""" for field in model._meta.local_fields: if not isinstance(field, HStoreField): continue self.add_field(model, field)

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29.5

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def _check_perms(obj_name, obj_type, new_perms, cur_perms, access_mode, ret): ''' Helper function used by ``check_perms`` for checking and setting Grant and Deny permissions. Args: obj_name (str): The name or full path to the object obj_type (Optional[str]): Th...

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46.095808

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def _link_variables_on_expr(self, variable_manager, block, stmt_idx, stmt, expr): """ Link atoms (AIL expressions) in the given expression to corresponding variables identified previously. :param variable_manager: Variable manager of the function. :param ailment.Block block: AIL bloc...

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48.619048

23

def load(self, base_settings): """Merge local settings from file with ``base_settings``. Returns a new settings dict containing the base settings and the loaded settings. Includes: - base settings - settings from extended file(s), if any - settings from file...

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39.615385

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def _convert_queue_message_xml(message_text, encode_function, key_encryption_key): ''' <?xml version="1.0" encoding="utf-8"?> <QueueMessage> <MessageText></MessageText> </QueueMessage> ''' queue_message_element = ETree.Element('QueueMessage') # Enabled message_text = encode_func...

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33.208333

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def join(self, timeout=None): """ Waits for all the tasks to be executed :param timeout: Maximum time to wait (in seconds) :return: True if the queue has been emptied, else False """ if self._queue.empty(): # Nothing to wait for... return True ...

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33.368421

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def _store(self, messages, response, *args, **kwargs): """ Delete all messages that are sticky and return the other messages This storage never save objects """ return [message for message in messages if not message.level in STICKY_MESSAGE_LEVELS]

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47

17

def export_to_template(filename, args, exclude=None): """Exports given options to the given filename in INI format. :param filename: Filename to save options to :param dict args: Arguments to export :param list exclude (optional): Exclusion list for options that should not ...

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37.090909

11

def _single_function_inclusion_filter_builder(func: str) -> NodePredicate: # noqa: D202 """Build a function inclusion filter for a single function.""" def function_inclusion_filter(_: BELGraph, node: BaseEntity) -> bool: """Pass only for a node that has the enclosed function.""" return node.fu...

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45.625

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def store(self, filename=None, label=None, desc=None, date=None): """Store object to mat-file. TODO: determine format specification """ date = datetime.now() if date is None else date filename = filename if filename else date.replace(microsecond=0).isoformat() + '.mat' def store...

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40.15

15.55

def get_connection(self): """ Return a connection from the pool using the `ConnectionSelector` instance. It tries to resurrect eligible connections, forces a resurrection when no connections are availible and passes the list of live connections to the selector instance t...

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def u64(self, name, value=None, align=None): """Add an unsigned 8 byte integer field to template. This is an convenience method that simply calls `Uint` keyword with predefined length.""" self.uint(8, name, value, align)

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def collapse_nodes(graph, survivor_mapping: Mapping[BaseEntity, Set[BaseEntity]]) -> None: """Collapse all nodes in values to the key nodes, in place. :param pybel.BELGraph graph: A BEL graph :param survivor_mapping: A dictionary with survivors as their keys, and iterables of the corresponding victims as ...

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def plot_density(self, plot_limits=None, fixed_inputs=None, resolution=None, plot_raw=False, apply_link=False, visible_dims=None, which_data_ycols='all', levels=35, label='gp density', predict_kw=None, **kwargs): """ Plot the co...

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def parse_known_args(self, args = None, namespace = None, config_file_contents = None, env_vars = os.environ): """Supports all the same args as the ArgumentParser.parse_args(..), as well as the following additional args. Additional Args: args: a list of args...

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def newPI(name, content): """Creation of a processing instruction element. Use xmlDocNewPI preferably to get string interning """ ret = libxml2mod.xmlNewPI(name, content) if ret is None:raise treeError('xmlNewPI() failed') return xmlNode(_obj=ret)

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44.166667

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def to_internal_value(self, value): """Basically, each tag dict must include a full dict with id, name and slug--or else you need to pass in a dict with just a name, which indicated that the Tag doesn't exist, and should be added.""" if "id" in value: tag = Tag.objects.get(i...

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42.75

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def main(): """The main entry point, compatible with setuptools.""" # pylint: disable=bad-continuation from optparse import OptionParser, OptionGroup parser = OptionParser(usage="%prog [options] <folder path> ...", version="%s v%s" % (__appname__, __version__)) parser.add_option('-D', '-...

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51.045455

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def smart_unicode(string, encoding='utf-8', strings_only=False, errors='strict'): """ Returns a unicode object representing 's'. Treats bytestrings using the 'encoding' codec. If strings_only is True, don't convert (some) non-string-like objects. """ # if isinstance(s, Promise): # # The...

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40

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def _proc_pax(self, filetar): """Process an extended or global header as described in POSIX.1-2001.""" # Read the header information. buf = filetar.fileobj.read(self._block(self.size)) # A pax header stores supplemental information for either # the following file (extended) or all following files ...

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33.258065

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def record(self): # type: () -> bytes ''' Generate a string representing the Rock Ridge Alternate Name record. Parameters: None. Returns: String containing the Rock Ridge record. ''' if not self._initialized: raise pycdlibexception.P...

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35.714286

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def Pepper(p=0, per_channel=False, name=None, deterministic=False, random_state=None): """ Adds pepper noise to an image, i.e. black-ish pixels. This is similar to dropout, but slower and the black pixels are not uniformly black. dtype support:: See ``imgaug.augmenters.arithmetic.ReplaceEleme...

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def citation_count(papers, key='ayjid', verbose=False): """ Generates citation counts for all of the papers cited by papers. Parameters ---------- papers : list A list of :class:`.Paper` instances. key : str Property to use as node key. Default is 'ayjid' (recommended). verb...

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25

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def _compute_count_availability(resource, status, previous_status): '''Compute the `check:count-availability` extra value''' count_availability = resource.extras.get('check:count-availability', 1) return count_availability + 1 if status == previous_status else 1

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67.75

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def _normalize_group_attrs(self, attrs): """Normalize the attributes used to set groups If it's a list of one element, it just become this element. It raises an error if the attribute doesn't exist or if it's multivaluated. """ for key in self.group_attrs_keys: ...

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43.142857

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def _read_stderr(self): """Read the stderr file of the kernel.""" # We need to read stderr_file as bytes to be able to # detect its encoding with chardet f = open(self.stderr_file, 'rb') try: stderr_text = f.read() # This is needed to avoid show...

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35.217391

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def apply_trend_constraint(self, limit, dt, distribution_skip=False, **kwargs): """ Constrains change in RV to be less than limit over time dt. Only works if ``dRV`` and ``Plong`` attributes are defined for population. :param limit: Ra...

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34.825

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def cctop_save_xml(jobid, outpath): """Save the CCTOP results file in XML format. Args: jobid (str): Job ID obtained when job was submitted outpath (str): Path to output filename Returns: str: Path to output filename """ status = cctop_check_status(jobid=jobid) if stat...

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32.5

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async def main(): """Sample code to retrieve the data.""" async with aiohttp.ClientSession() as session: data = Luftdaten(SENSOR_ID, loop, session) await data.get_data() if not await data.validate_sensor(): print("Station is not available:", data.sensor_id) retur...

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35.0625

17.625

def allsame(iterable, eq=operator.eq): """ Determine if all items in a sequence are the same Args: iterable (Iterable): items to determine if they are all the same eq (Callable, optional): function to determine equality (default: operator.eq) Example: >>> allsame([...

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24.40625

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def permission_check(apikey, endpoint): """ return (user, seckey) if url end point is in allowed entry point list """ try: ak = APIKeys.objects.get(apikey=apikey) apitree = cPickle.loads(ak.apitree.encode("ascii")) if apitree.match(endpoint): ...

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37.75

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def tojson(o): """ recursive implementation """ try: return json.encode(o) except json.EncodeError: pass try: return o.tojson() except AttributeError as e: pass t = type(o) if isinstance(o, list): return '[%s]' % ', '.join([tojson(e) for e in ...

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def _print_message(self, prefix, message, verbose=True): 'Prints a message and takes care of all sorts of nasty code' # Load up the standard output. output = ['\n', prefix, message['message']] # We have some extra stuff for verbose mode. if verbose: verbose_output =...

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40.354839

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def ean8(self, data, **kwargs): """Render given ``data`` as **JAN-8/EAN-8** barcode symbology.""" if not re.match(r'\d{8}', data): raise ValueError('JAN-8/EAN-8 symbology requires 8 digits of data; ' 'got {:d} digits: {!r}'.format(len(data), data)) barcode.validat...

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55

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def super_parent(self, mol, skip_standardize=False): """Return the super parent of a given molecule. THe super parent is fragment, charge, isotope, stereochemistry and tautomer insensitive. From the input molecule, the largest fragment is taken. This is uncharged and then isotope and stereochem...

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51.636364

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def relStdDev(self, limit=None): """return the relative standard deviation optionally limited to the last limit values""" moments = self.meanAndStdDev(limit) if moments is None: return None return moments[1] / moments[0]

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def generate_brome_config(): """Generate a brome config with default value Returns: config (dict) """ config = {} for key in iter(default_config): for inner_key, value in iter(default_config[key].items()): if key not in config: config[key] = {} ...

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23.0625

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