kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def verify_signature(self, signedtext, cert_file=None, cert_type='pem', node_name=NODE_NAME, node_id=None, id_attr=''): """ Verifies the signature of a XML document. :param signedtext: The XML document as a string :param cert_file: The public key that was used to sign the document :para...	[ "def", "verify_signature", "(", "self", ",", "signedtext", ",", "cert_file", "=", "None", ",", "cert_type", "=", "'pem'", ",", "node_name", "=", "NODE_NAME", ",", "node_id", "=", "None", ",", "id_attr", "=", "''", ")", ":", "# This is only for testing purposes...	42.571429	18.428571
def all_thumbnails(path, recursive=True, prefix=None, subdir=None): """ Return a dictionary referencing all files which match the thumbnail format. Each key is a source image filename, relative to path. Each value is a list of dictionaries as explained in `thumbnails_for_file`. """ if prefix is...	[ "def", "all_thumbnails", "(", "path", ",", "recursive", "=", "True", ",", "prefix", "=", "None", ",", "subdir", "=", "None", ")", ":", "if", "prefix", "is", "None", ":", "prefix", "=", "settings", ".", "THUMBNAIL_PREFIX", "if", "subdir", "is", "None", ...	40.235294	16.901961
def valid_url(url): """Validate url. :rtype: str :return: url :param str url: package homepage url. """ regex = re.compile( r'^(?:http)s?://' r'(?:(?:[A-Z0-9](?:[A-Z0-9-]{0,61}[A-Z0-9])?\.)+' r'(?:[A-Z]{2,6}\.?\|[A-Z0-9-]{2,}\.?))' r'(?:/?\|[/?]\S+)$', re.IGNORECA...	[ "def", "valid_url", "(", "url", ")", ":", "regex", "=", "re", ".", "compile", "(", "r'^(?:http)s?://'", "r'(?:(?:[A-Z0-9](?:[A-Z0-9-]{0,61}[A-Z0-9])?\\.)+'", "r'(?:[A-Z]{2,6}\\.?\|[A-Z0-9-]{2,}\\.?))'", "r'(?:/?\|[/?]\\S+)$'", ",", "re", ".", "IGNORECASE", ")", "if", "not",...	26.875	17.6875
def run(self, config, workflow_id, signal, *, data=None): """ Run the dag by calling the tasks in the correct order. Args: config (Config): Reference to the configuration object from which the settings for the dag are retrieved. workflow_id (str): Th...	[ "def", "run", "(", "self", ",", "config", ",", "workflow_id", ",", "signal", ",", "*", ",", "data", "=", "None", ")", ":", "graph", "=", "self", ".", "make_graph", "(", "self", ".", "_schema", ")", "# pre-checks", "self", ".", "validate", "(", "graph...	46.657143	22
def relative_path(path, from_file): """ Return the relative path of a file or directory, specified as ``path`` relative to (the parent directory of) ``from_file``. This method is intented to be called with ``__file__`` as second argument. The returned path is relative to the current working di...	[ "def", "relative_path", "(", "path", ",", "from_file", ")", ":", "if", "path", "is", "None", ":", "return", "None", "abs_path_target", "=", "absolute_path", "(", "path", ",", "from_file", ")", "abs_path_cwd", "=", "os", ".", "getcwd", "(", ")", "if", "is...	32.805556	19.194444
def computeAccuracyEnding(predictions, truths, iterations, resets=None, randoms=None, num=None, sequenceCounter=None): """ Compute accuracy on the sequence ending """ accuracy = [] numIteration = [] numSequences = [] for i in xrange(len(predictions) - 1): if nu...	[ "def", "computeAccuracyEnding", "(", "predictions", ",", "truths", ",", "iterations", ",", "resets", "=", "None", ",", "randoms", "=", "None", ",", "num", "=", "None", ",", "sequenceCounter", "=", "None", ")", ":", "accuracy", "=", "[", "]", "numIteration"...	26.714286	16.571429
def validate(self, value): """ Applies the validation criteria. Returns value, new value, or None if invalid. """ try: coord.Angle(value, unit=self.unit) return value except ValueError: return None	[ "def", "validate", "(", "self", ",", "value", ")", ":", "try", ":", "coord", ".", "Angle", "(", "value", ",", "unit", "=", "self", ".", "unit", ")", "return", "value", "except", "ValueError", ":", "return", "None" ]	27.2	10.8
def _get_table_rows(parent_table, table_name, row_name): """ Inconsistent behavior: {'TABLE_intf': [{'ROW_intf': { vs {'TABLE_mac_address': {'ROW_mac_address': [{ vs {'TABLE_vrf': {'ROW_vrf': {'TABLE_adj': {'ROW_adj': { """ if parent_table is None:...	[ "def", "_get_table_rows", "(", "parent_table", ",", "table_name", ",", "row_name", ")", ":", "if", "parent_table", "is", "None", ":", "return", "[", "]", "_table", "=", "parent_table", ".", "get", "(", "table_name", ")", "_table_rows", "=", "[", "]", "if",...	35.4	11.9
def pack_sources(sources, normalize=True): ''' Accepts list of dicts (or a string representing a list of dicts) and packs the key/value pairs into a single dict. ``'[{"foo": "salt://foo.rpm"}, {"bar": "salt://bar.rpm"}]'`` would become ``{"foo": "salt://foo.rpm", "bar": "salt://bar.rpm"}`` nor...	[ "def", "pack_sources", "(", "sources", ",", "normalize", "=", "True", ")", ":", "if", "normalize", "and", "'pkg.normalize_name'", "in", "__salt__", ":", "_normalize_name", "=", "__salt__", "[", "'pkg.normalize_name'", "]", "else", ":", "_normalize_name", "=", "l...	36.644444	25.355556
def list(declared, undeclared): """List configured queues.""" queues = current_queues.queues.values() if declared: queues = filter(lambda queue: queue.exists, queues) elif undeclared: queues = filter(lambda queue: not queue.exists, queues) queue_names = [queue.routing_key for queue i...	[ "def", "list", "(", "declared", ",", "undeclared", ")", ":", "queues", "=", "current_queues", ".", "queues", ".", "values", "(", ")", "if", "declared", ":", "queues", "=", "filter", "(", "lambda", "queue", ":", "queue", ".", "exists", ",", "queues", ")...	36.272727	14.363636
def obtain_to(filename): """ Return the digital elevation map projected to the lat lon matrix coordenates. Keyword arguments: filename -- the name of a netcdf file. """ root, _ = nc.open(filename) lat, lon = nc.getvar(root, 'lat')[0,:], nc.getvar(root, 'lon')[0,:] nc.close(root) ret...	[ "def", "obtain_to", "(", "filename", ")", ":", "root", ",", "_", "=", "nc", ".", "open", "(", "filename", ")", "lat", ",", "lon", "=", "nc", ".", "getvar", "(", "root", ",", "'lat'", ")", "[", "0", ",", ":", "]", ",", "nc", ".", "getvar", "("...	30	17.454545
def reports_list(request): ''' Lists all of the reports currently available. ''' reports = [] for report in get_all_reports(): reports.append({ "name": report.__name__, "url": reverse(report), "description": report.__doc__, }) reports.sort(key=lambd...	[ "def", "reports_list", "(", "request", ")", ":", "reports", "=", "[", "]", "for", "report", "in", "get_all_reports", "(", ")", ":", "reports", ".", "append", "(", "{", "\"name\"", ":", "report", ".", "__name__", ",", "\"url\"", ":", "reverse", "(", "re...	23.210526	22.578947
def validate_id(request): """Validate request id.""" if 'id' in request: correct_id = isinstance( request['id'], (string_types, int, None), ) error = 'Incorrect identifier' assert correct_id, error	[ "def", "validate_id", "(", "request", ")", ":", "if", "'id'", "in", "request", ":", "correct_id", "=", "isinstance", "(", "request", "[", "'id'", "]", ",", "(", "string_types", ",", "int", ",", "None", ")", ",", ")", "error", "=", "'Incorrect identifier'...	25.3	13.7
def cmd_ADSB(self, args): '''adsb command parser''' usage = "usage: adsb <set>" if len(args) == 0: print(usage) return if args[0] == "status": print("total threat count: %u active threat count: %u" % (len(self.threat_vehicles), len(s...	[ "def", "cmd_ADSB", "(", "self", ",", "args", ")", ":", "usage", "=", "\"usage: adsb <set>\"", "if", "len", "(", "args", ")", "==", "0", ":", "print", "(", "usage", ")", "return", "if", "args", "[", "0", "]", "==", "\"status\"", ":", "print", "(", "...	48.894737	27.947368
def detail_dict(self): """A more detailed dict that includes the descriptions, sub descriptions, table and columns.""" d = self.dict def aug_col(c): d = c.dict d['stats'] = [s.dict for s in c.stats] return d d['table'] = self.table.dict ...	[ "def", "detail_dict", "(", "self", ")", ":", "d", "=", "self", ".", "dict", "def", "aug_col", "(", "c", ")", ":", "d", "=", "c", ".", "dict", "d", "[", "'stats'", "]", "=", "[", "s", ".", "dict", "for", "s", "in", "c", ".", "stats", "]", "r...	26.133333	21.466667
def _ge_from_le(self, other): """Return a >= b. Computed by @total_ordering from (not a <= b) or (a == b).""" op_result = self.__le__(other) if op_result is NotImplemented: return NotImplemented return not op_result or self == other	[ "def", "_ge_from_le", "(", "self", ",", "other", ")", ":", "op_result", "=", "self", ".", "__le__", "(", "other", ")", "if", "op_result", "is", "NotImplemented", ":", "return", "NotImplemented", "return", "not", "op_result", "or", "self", "==", "other" ]	42	5.666667
def get_ips_from_steamids(self, server_steam_ids, timeout=30): """Resolve IPs from SteamIDs :param server_steam_ids: a list of steamids :type server_steam_ids: list :param timeout: (optional) timeout for request in seconds :type timeout: int :return: map of ips to stea...	[ "def", "get_ips_from_steamids", "(", "self", ",", "server_steam_ids", ",", "timeout", "=", "30", ")", ":", "resp", ",", "error", "=", "self", ".", "_um", ".", "send_and_wait", "(", "\"GameServers.GetServerIPsBySteamID#1\"", ",", "{", "\"server_steamids\"", ":", ...	36.592593	23.148148
def compute(self, inputs, *kwargs): """ Compute based on NeuralVariable. :type inputs: list of NeuralVariable :return: NeuralVariable """ from deepy.core.neural_var import NeuralVariable from deepy.core.graph import graph if type(inputs[0]) != NeuralVar...	[ "def", "compute", "(", "self", ",", "", "inputs", ",", "", "*", "kwargs", ")", ":", "from", "deepy", ".", "core", ".", "neural_var", "import", "NeuralVariable", "from", "deepy", ".", "core", ".", "graph", "import", "graph", "if", "type", "(", "inputs...	37.678571	16.535714
def write_output_files(self,traj): """ The total hydrogen bond count per frame is provided as CSV output file. Each trajectory has a separate file. """ try: os.chdir("analysis") except Exception as e: os.mkdir("analysis") os.chdir("anal...	[ "def", "write_output_files", "(", "self", ",", "traj", ")", ":", "try", ":", "os", ".", "chdir", "(", "\"analysis\"", ")", "except", "Exception", "as", "e", ":", "os", ".", "mkdir", "(", "\"analysis\"", ")", "os", ".", "chdir", "(", "\"analysis\"", ")"...	46.666667	17.583333
def ReleaseClick(cls): ''' 释放按压操作 ''' element = cls._element() action = ActionChains(Web.driver) action.release(element) action.perform()	[ "def", "ReleaseClick", "(", "cls", ")", ":", "element", "=", "cls", ".", "_element", "(", ")", "action", "=", "ActionChains", "(", "Web", ".", "driver", ")", "action", ".", "release", "(", "element", ")", "action", ".", "perform", "(", ")" ]	28	12.857143
def lastname(random=random, args, *kwargs): """ Return a first name! >>> mock_random.seed(0) >>> lastname(random=mock_random) 'chimp' >>> mock_random.seed(1) >>> lastname(random=mock_random, capitalize=True) 'Wonderful' >>> mock_random.seed(2) >>> lastname(random=mock_random, ...	[ "def", "lastname", "(", "random", "=", "random", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "types", "=", "[", "\"{noun}\"", ",", "\"{adjective}\"", ",", "\"{noun}{second_noun}\"", ",", "\"{adjective}{noun}\"", ",", "\"{adjective}{plural}\"", ",", "\...	34.2	22.333333
def render_latex_sub_super( name, subs=None, supers=None, translate_symbols=True, sep=','): r'''Assemble a string from the primary name and the given sub- and superscripts:: >>> render_latex_sub_super(name='alpha', subs=['mu', 'nu'], supers=[2]) '\\alpha_{\\mu,\\nu}^{2}' >>> re...	[ "def", "render_latex_sub_super", "(", "name", ",", "subs", "=", "None", ",", "supers", "=", "None", ",", "translate_symbols", "=", "True", ",", "sep", "=", "','", ")", ":", "if", "subs", "is", "None", ":", "subs", "=", "[", "]", "if", "supers", "is",...	34.378378	20.972973
def holtWintersConfidenceBands(requestContext, seriesList, delta=3): """ Performs a Holt-Winters forecast using the series as input data and plots upper and lower bands with the predicted forecast deviations. """ previewSeconds = 7 * 86400 # 7 days # ignore original data and pull new, including...	[ "def", "holtWintersConfidenceBands", "(", "requestContext", ",", "seriesList", ",", "delta", "=", "3", ")", ":", "previewSeconds", "=", "7", "*", "86400", "# 7 days", "# ignore original data and pull new, including our preview", "newContext", "=", "requestContext", ".", ...	44.296296	18.407407
def find_modules(import_path, include_packages=False, recursive=False): """Finds all the modules below a package. This can be useful to automatically import all views / controllers so that their metaclasses / function decorators have a chance to register themselves on the application. Packages are...	[ "def", "find_modules", "(", "import_path", ",", "include_packages", "=", "False", ",", "recursive", "=", "False", ")", ":", "module", "=", "import_string", "(", "import_path", ")", "path", "=", "getattr", "(", "module", ",", "\"__path__\"", ",", "None", ")",...	43.266667	20.766667
def cli(env, keyword, package_type): """List packages that can be ordered via the placeOrder API. :: # List out all packages for ordering slcli order package-list # List out all packages with "server" in the name slcli order package-list --keyword server # Select onl...	[ "def", "cli", "(", "env", ",", "keyword", ",", "package_type", ")", ":", "manager", "=", "ordering", ".", "OrderingManager", "(", "env", ".", "client", ")", "table", "=", "formatting", ".", "Table", "(", "COLUMNS", ")", "_filter", "=", "{", "'type'", "...	28.676471	20.176471
def close(self, code: int = None, reason: str = None) -> None: """Closes the WebSocket connection.""" if not self.server_terminated: if not self.stream.closed(): if code is None and reason is not None: code = 1000 # "normal closure" status code ...	[ "def", "close", "(", "self", ",", "code", ":", "int", "=", "None", ",", "reason", ":", "str", "=", "None", ")", "->", "None", ":", "if", "not", "self", ".", "server_terminated", ":", "if", "not", "self", ".", "stream", ".", "closed", "(", ")", ":...	43.75	11.607143
def set_vm_status(status, name=None, vmid=None): ''' Convenience function for setting VM status ''' log.debug('Set status to %s for %s (%s)', status, name, vmid) if vmid is not None: log.debug('set_vm_status: via ID - VMID %s (%s): %s', vmid, name, status) vmobj = ...	[ "def", "set_vm_status", "(", "status", ",", "name", "=", "None", ",", "vmid", "=", "None", ")", ":", "log", ".", "debug", "(", "'Set status to %s for %s (%s)'", ",", "status", ",", "name", ",", "vmid", ")", "if", "vmid", "is", "not", "None", ":", "log"...	34.903226	21.741935
def get_contact(self, msisdn): """ Returns the WhatsApp ID for the given MSISDN """ response = self.session.post( urllib_parse.urljoin(self.api_url, "/v1/contacts"), json={"blocking": "wait", "contacts": [msisdn]}, ) response.raise_for_status() ...	[ "def", "get_contact", "(", "self", ",", "msisdn", ")", ":", "response", "=", "self", ".", "session", ".", "post", "(", "urllib_parse", ".", "urljoin", "(", "self", ".", "api_url", ",", "\"/v1/contacts\"", ")", ",", "json", "=", "{", "\"blocking\"", ":", ...	36.692308	12.846154
def get_body(name): """Retrieve the Body structure of a JPL .bsp file object Args: name (str) Return: :py:class:`~beyond.constants.Body` """ body = Pck()[name] body.propagate = lambda date: get_orbit(name, date) return body	[ "def", "get_body", "(", "name", ")", ":", "body", "=", "Pck", "(", ")", "[", "name", "]", "body", ".", "propagate", "=", "lambda", "date", ":", "get_orbit", "(", "name", ",", "date", ")", "return", "body" ]	21.5	20.25
def handle_symbol_search(self, call_id, payload): """Handler for symbol search results""" self.log.debug('handle_symbol_search: in %s', Pretty(payload)) syms = payload["syms"] qfList = [] for sym in syms: p = sym.get("pos") if p: item = se...	[ "def", "handle_symbol_search", "(", "self", ",", "call_id", ",", "payload", ")", ":", "self", ".", "log", ".", "debug", "(", "'handle_symbol_search: in %s'", ",", "Pretty", "(", "payload", ")", ")", "syms", "=", "payload", "[", "\"syms\"", "]", "qfList", "...	42.8	19
def get(context, request, username=None): """Plone users route """ user_ids = [] # Don't allow anonymous users to query a user other than themselves if api.is_anonymous(): username = "current" # query all users if no username was given if username is None: user_ids = api.ge...	[ "def", "get", "(", "context", ",", "request", ",", "username", "=", "None", ")", ":", "user_ids", "=", "[", "]", "# Don't allow anonymous users to query a user other than themselves", "if", "api", ".", "is_anonymous", "(", ")", ":", "username", "=", "\"current\"",...	28.657143	15.142857
def _regexp(filename): """Get a list of patterns from a file and make a regular expression.""" lines = _get_resource_content(filename).decode('utf-8').splitlines() return re.compile('\|'.join(lines))	[ "def", "_regexp", "(", "filename", ")", ":", "lines", "=", "_get_resource_content", "(", "filename", ")", ".", "decode", "(", "'utf-8'", ")", ".", "splitlines", "(", ")", "return", "re", ".", "compile", "(", "'\|'", ".", "join", "(", "lines", ")", ")" ]	51.75	13
def apply(f, args): """Apply function f to the arguments provided. The last argument must always be coercible to a Seq. Intermediate arguments are not modified. For example: (apply max [1 2 3]) ;=> 3 (apply max 4 [1 2 3]) ;=> 4""" final = list(args[:-1]) try: last = ar...	[ "def", "apply", "(", "f", ",", "args", ")", ":", "final", "=", "list", "(", "args", "[", ":", "-", "1", "]", ")", "try", ":", "last", "=", "args", "[", "-", "1", "]", "except", "TypeError", "as", "e", ":", "logger", ".", "debug", "(", "\"Igno...	25.526316	19.947368
def intersection(self, other, sort=False): """ Form the intersection of two MultiIndex objects. Parameters ---------- other : MultiIndex or array / Index of tuples sort : False or None, default False Sort the resulting MultiIndex if possible .. v...	[ "def", "intersection", "(", "self", ",", "other", ",", "sort", "=", "False", ")", ":", "self", ".", "_validate_sort_keyword", "(", "sort", ")", "self", ".", "_assert_can_do_setop", "(", "other", ")", "other", ",", "result_names", "=", "self", ".", "_conver...	31.071429	19.309524
async def connect(self, next_time=None): """Connect with store :return: a coroutine and therefore it must be awaited """ if self.status in can_connect: loop = self._loop if loop.is_running(): self.status = StatusType.connecting awa...	[ "async", "def", "connect", "(", "self", ",", "next_time", "=", "None", ")", ":", "if", "self", ".", "status", "in", "can_connect", ":", "loop", "=", "self", ".", "_loop", "if", "loop", ".", "is_running", "(", ")", ":", "self", ".", "status", "=", "...	33.8	9.8
def uniquify(model): ''' Remove all duplicate relationships ''' seen = set() to_remove = set() for ix, (o, r, t, a) in model: hashable_link = (o, r, t) + tuple(sorted(a.items())) #print(hashable_link) if hashable_link in seen: to_remove.add(ix) seen.ad...	[ "def", "uniquify", "(", "model", ")", ":", "seen", "=", "set", "(", ")", "to_remove", "=", "set", "(", ")", "for", "ix", ",", "(", "o", ",", "r", ",", "t", ",", "a", ")", "in", "model", ":", "hashable_link", "=", "(", "o", ",", "r", ",", "t...	24.133333	18.533333
def escapeUnderscores(self): """ Escape underscores so that the markdown is correct """ new_metrics = [] for m in self.metrics: m['name'] = m['name'].replace("_", "\_") new_metrics.append(m) self.metrics = new_metrics	[ "def", "escapeUnderscores", "(", "self", ")", ":", "new_metrics", "=", "[", "]", "for", "m", "in", "self", ".", "metrics", ":", "m", "[", "'name'", "]", "=", "m", "[", "'name'", "]", ".", "replace", "(", "\"_\"", ",", "\"\\_\"", ")", "new_metrics", ...	31.222222	9
def handle_event(self, packet): """Handle incoming packet from rflink gateway.""" if packet.get('command'): task = self.send_command_ack(packet['id'], packet['command']) self.loop.create_task(task)	[ "def", "handle_event", "(", "self", ",", "packet", ")", ":", "if", "packet", ".", "get", "(", "'command'", ")", ":", "task", "=", "self", ".", "send_command_ack", "(", "packet", "[", "'id'", "]", ",", "packet", "[", "'command'", "]", ")", "self", "."...	46.6	10
def getSectionByOffset(self, offset): """ Given an offset in the file, tries to determine the section this offset belong to. @type offset: int @param offset: Offset value. @rtype: int @return: An index, starting at 0, that represents the section the give...	[ "def", "getSectionByOffset", "(", "self", ",", "offset", ")", ":", "index", "=", "-", "1", "for", "i", "in", "range", "(", "len", "(", "self", ".", "sectionHeaders", ")", ")", ":", "if", "(", "offset", "<", "self", ".", "sectionHeaders", "[", "i", ...	37.0625	23.5625
def _get_dns_cname(name, link=False): """ Looks for associated domain zone, nameservers and linked record name until no more linked record name was found for the given fully qualified record name or the CNAME lookup was disabled, and then returns the parameters as a tuple. """ ...	[ "def", "_get_dns_cname", "(", "name", ",", "link", "=", "False", ")", ":", "resolver", "=", "dns", ".", "resolver", ".", "Resolver", "(", ")", "resolver", ".", "lifetime", "=", "1", "domain", "=", "dns", ".", "resolver", ".", "zone_for_name", "(", "nam...	46	18.5625
def merge(cls, edge1, edge2): """ Merges multi-color information from two supplied :class:`BGEdge` instances into a new :class:`BGEdge` Since :class:`BGEdge` represents an undirected edge, created edge's vertices are assign according to the order in first supplied edge. Accounts for subclassin...	[ "def", "merge", "(", "cls", ",", "edge1", ",", "edge2", ")", ":", "if", "edge1", ".", "vertex1", "!=", "edge2", ".", "vertex1", "and", "edge1", ".", "vertex1", "!=", "edge2", ".", "vertex2", ":", "raise", "ValueError", "(", "\"Edges to be merged do not con...	62.65	35.15
def doc_open(): """Build the HTML docs and open them in a web browser.""" doc_index = os.path.join(DOCS_DIRECTORY, 'build', 'html', 'index.html') if sys.platform == 'darwin': # Mac OS X subprocess.check_call(['open', doc_index]) elif sys.platform == 'win32': # Windows sub...	[ "def", "doc_open", "(", ")", ":", "doc_index", "=", "os", ".", "path", ".", "join", "(", "DOCS_DIRECTORY", ",", "'build'", ",", "'html'", ",", "'index.html'", ")", "if", "sys", ".", "platform", "==", "'darwin'", ":", "# Mac OS X", "subprocess", ".", "che...	39.625	16.4375
def fold(self, strand, temp=37.0, dangles=2, nolp=False, nogu=False, noclosinggu=False, constraints=None, canonicalbponly=False, partition=False, pfscale=None, imfeelinglucky=False, gquad=False): '''Run the RNAfold command and retrieve the result in a dictionary. :param strand...	[ "def", "fold", "(", "self", ",", "strand", ",", "temp", "=", "37.0", ",", "dangles", "=", "2", ",", "nolp", "=", "False", ",", "nogu", "=", "False", ",", "noclosinggu", "=", "False", ",", "constraints", "=", "None", ",", "canonicalbponly", "=", "Fals...	45.613208	21.009434
def apply_one_hot_encoding(self, one_hot_encoding): """Apply one hot encoding to generate a specific config. Arguments: one_hot_encoding (list): A list of one hot encodings, 1 for each parameter. The shape of each encoding should match that ``ParameterSpace`...	[ "def", "apply_one_hot_encoding", "(", "self", ",", "one_hot_encoding", ")", ":", "config", "=", "{", "}", "for", "ps", ",", "one_hot", "in", "zip", "(", "self", ".", "param_list", ",", "one_hot_encoding", ")", ":", "index", "=", "np", ".", "argmax", "(",...	34.705882	19.470588
def instantiate(self, extra_args): """ Instantiate the model """ input_block = self.input_block.instantiate() backbone = self.backbone.instantiate(extra_args) return QRainbowModel( input_block=input_block, backbone=backbone, action_space=extra_arg...	[ "def", "instantiate", "(", "self", ",", "", "", "extra_args", ")", ":", "input_block", "=", "self", ".", "input_block", ".", "instantiate", "(", ")", "backbone", "=", "self", ".", "backbone", ".", "instantiate", "(", "", "", "extra_args", ")", "retur...	34.733333	13.2
def _check_attributes(self, attributes, extra=None): """Check if attributes given to the constructor can be used to instanciate a valid node.""" extra = extra or () unknown_keys = set(attributes) - set(self._possible_attributes) - set(extra) if unknown_keys: logger.wa...	[ "def", "_check_attributes", "(", "self", ",", "attributes", ",", "extra", "=", "None", ")", ":", "extra", "=", "extra", "or", "(", ")", "unknown_keys", "=", "set", "(", "attributes", ")", "-", "set", "(", "self", ".", "_possible_attributes", ")", "-", ...	52.625	16.625
def _get_variant_regions(items): """Retrieve variant regions defined in any of the input items. """ return list(filter(lambda x: x is not None, [tz.get_in(("config", "algorithm", "variant_regions"), data) for data in items if tz.get_in([...	[ "def", "_get_variant_regions", "(", "items", ")", ":", "return", "list", "(", "filter", "(", "lambda", "x", ":", "x", "is", "not", "None", ",", "[", "tz", ".", "get_in", "(", "(", "\"config\"", ",", "\"algorithm\"", ",", "\"variant_regions\"", ")", ",", ...	54.142857	17.428571
def build_docker_build_command(configuration): """ Translate a declarative docker `configuration` to a `docker build` command. Parameters ---------- configuration : dict configuration Returns ------- args : list sequence of command line arguments to build an image "...	[ "def", "build_docker_build_command", "(", "configuration", ")", ":", "parts", "=", "configuration", ".", "pop", "(", "'docker'", ",", "'docker'", ")", ".", "split", "(", ")", "parts", ".", "append", "(", "'build'", ")", "build", "=", "configuration", ".", ...	27.413793	23.965517
def next_code_is_indented(lines): """Is the next unescaped line indented?""" for line in lines: if _BLANK_LINE.match(line) or _PY_COMMENT.match(line): continue return _PY_INDENTED.match(line) return False	[ "def", "next_code_is_indented", "(", "lines", ")", ":", "for", "line", "in", "lines", ":", "if", "_BLANK_LINE", ".", "match", "(", "line", ")", "or", "_PY_COMMENT", ".", "match", "(", "line", ")", ":", "continue", "return", "_PY_INDENTED", ".", "match", ...	34	13.142857
def xml(self): """ Get xml representation of the object. @return: The root node. @rtype: L{Element} """ root = Element('Security', ns=wssens) root.set('mustUnderstand', str(self.mustUnderstand).lower()) for t in self.tokens: root.append(t.xml()...	[ "def", "xml", "(", "self", ")", ":", "root", "=", "Element", "(", "'Security'", ",", "ns", "=", "wssens", ")", "root", ".", "set", "(", "'mustUnderstand'", ",", "str", "(", "self", ".", "mustUnderstand", ")", ".", "lower", "(", ")", ")", "for", "t"...	30.090909	11.545455
def error(self, s, pos): """Show text and a caret under that. For example: x = 2y + z ^ """ print("Lexical error:") print("%s" % s[:pos+10]) # + 10 for trailing context print("%s^" % (" "*(pos-1))) for t in self.rv: print(t) raise SystemExit	[ "def", "error", "(", "self", ",", "s", ",", "pos", ")", ":", "print", "(", "\"Lexical error:\"", ")", "print", "(", "\"%s\"", "%", "s", "[", ":", "pos", "+", "10", "]", ")", "# + 10 for trailing context", "print", "(", "\"%s^\"", "%", "(", "\" \"", "...	28.6	13.6
def btc_script_serialize(_script): """ Given a deserialized script (i.e. an array of Nones, ints, and strings), or an existing script, turn it back into a hex script Based on code from pybitcointools (https://github.com/vbuterin/pybitcointools) by Vitalik Buterin """ script = _script if...	[ "def", "btc_script_serialize", "(", "_script", ")", ":", "script", "=", "_script", "if", "encoding", ".", "json_is_base", "(", "_script", ",", "16", ")", ":", "# hex-to-bin all hex strings in this script", "script", "=", "encoding", ".", "json_changebase", "(", "_...	41.333333	23.066667
def destroy_venv(env_path, venvscache=None): """Destroy a venv.""" # remove the venv itself in disk logger.debug("Destroying virtualenv at: %s", env_path) shutil.rmtree(env_path, ignore_errors=True) # remove venv from cache if venvscache is not None: venvscache.remove(env_path)	[ "def", "destroy_venv", "(", "env_path", ",", "venvscache", "=", "None", ")", ":", "# remove the venv itself in disk", "logger", ".", "debug", "(", "\"Destroying virtualenv at: %s\"", ",", "env_path", ")", "shutil", ".", "rmtree", "(", "env_path", ",", "ignore_errors...	33.666667	11.111111
def create_timeline(self, timeline, scope_identifier, hub_name, plan_id): """CreateTimeline. :param :class:`<Timeline> <azure.devops.v5_0.task.models.Timeline>` timeline: :param str scope_identifier: The project GUID to scope the request :param str hub_name: The name of the server hub: "...	[ "def", "create_timeline", "(", "self", ",", "timeline", ",", "scope_identifier", ",", "hub_name", ",", "plan_id", ")", ":", "route_values", "=", "{", "}", "if", "scope_identifier", "is", "not", "None", ":", "route_values", "[", "'scopeIdentifier'", "]", "=", ...	58.909091	24.954545
def _format_results(_keywords, combined_keywords, split, scores): """ :param keywords:dict of keywords:scores :param combined_keywords:list of word/s """ combined_keywords.sort(key=lambda w: _get_average_score(w, _keywords), reverse=True) if scores: return [(word, _get_average_score(word...	[ "def", "_format_results", "(", "_keywords", ",", "combined_keywords", ",", "split", ",", "scores", ")", ":", "combined_keywords", ".", "sort", "(", "key", "=", "lambda", "w", ":", "_get_average_score", "(", "w", ",", "_keywords", ")", ",", "reverse", "=", ...	40.090909	17.363636
def manage_view(request, semester, profile=None): """ View all members' preferences. This view also includes forms to create an entire semester's worth of weekly workshifts. """ page_name = "Manage Workshift" pools = WorkshiftPool.objects.filter(semester=semester) full_management = utils.can...	[ "def", "manage_view", "(", "request", ",", "semester", ",", "profile", "=", "None", ")", ":", "page_name", "=", "\"Manage Workshift\"", "pools", "=", "WorkshiftPool", ".", "objects", ".", "filter", "(", "semester", "=", "semester", ")", "full_management", "=",...	35.839506	17.691358
def discover(url, timeout=None): """Discover the hub url and topic url of a given url. Firstly, by inspecting the page's headers, secondarily by inspecting the content for link tags. timeout determines how long to wait for the url to load. It defaults to 3. """ resp = get_content({'REQUEST_TIMEOUT...	[ "def", "discover", "(", "url", ",", "timeout", "=", "None", ")", ":", "resp", "=", "get_content", "(", "{", "'REQUEST_TIMEOUT'", ":", "timeout", "}", ",", "url", ")", "parser", "=", "LinkParser", "(", ")", "parser", ".", "hub_url", "=", "(", "resp", ...	38	24.238095
def unsubscribe_all(self, callback=False): """Send an unsubscribe for all active subscriptions""" futures = ((f, r) for f, r in self._requests.items() if isinstance(r, Subscribe) and f not in self._pending_unsubscribes) if futures: for future, re...	[ "def", "unsubscribe_all", "(", "self", ",", "callback", "=", "False", ")", ":", "futures", "=", "(", "(", "f", ",", "r", ")", "for", "f", ",", "r", "in", "self", ".", "_requests", ".", "items", "(", ")", "if", "isinstance", "(", "r", ",", "Subscr...	46.166667	13
def change_dir(directory): """ Wraps a function to run in a given directory. """ def cd_decorator(func): @wraps(func) def wrapper(args, kwargs): org_path = os.getcwd() os.chdir(directory) func(args, **kwargs) os.chdir(org_path) return wrapper return cd_decorator	[ "def", "change_dir", "(", "directory", ")", ":", "def", "cd_decorator", "(", "func", ")", ":", "@", "wraps", "(", "func", ")", "def", "wrapper", "(", "", "args", ",", "", "*", "kwargs", ")", ":", "org_path", "=", "os", ".", "getcwd", "(", ")", ...	21.428571	14.571429
def generate_bytecode_from_obb(obb: object, previous: bytes) -> bytes: """ Generates a bytecode from an object. :param obb: The object to generate. :param previous: The previous bytecode to use when generating subobjects. :return: The generated bytecode. """ # Generates bytecode from a spec...	[ "def", "generate_bytecode_from_obb", "(", "obb", ":", "object", ",", "previous", ":", "bytes", ")", "->", "bytes", ":", "# Generates bytecode from a specified object, be it a validator or an int or bytes even.", "if", "isinstance", "(", "obb", ",", "pyte", ".", "superclas...	44.521739	20.608696
def status(self, obj): """Get the wifi interface status.""" reply = self._send_cmd_to_wpas(obj['name'], 'STATUS', True) result = reply.split('\n') status = '' for l in result: if l.startswith('wpa_state='): status = l[10:] return stat...	[ "def", "status", "(", "self", ",", "obj", ")", ":", "reply", "=", "self", ".", "_send_cmd_to_wpas", "(", "obj", "[", "'name'", "]", ",", "'STATUS'", ",", "True", ")", "result", "=", "reply", ".", "split", "(", "'\\n'", ")", "status", "=", "''", "fo...	30.272727	17.181818
async def get_my_did_with_meta(wallet_handle: int, did: str) -> str: """ Get DID metadata and verkey stored in the wallet. :param wallet_handle: wallet handler (created by open_wallet). :param did: The DID to retrieve metadata. :return: DID with verkey and metadata. """ logger = logging.ge...	[ "async", "def", "get_my_did_with_meta", "(", "wallet_handle", ":", "int", ",", "did", ":", "str", ")", "->", "str", ":", "logger", "=", "logging", ".", "getLogger", "(", "__name__", ")", "logger", ".", "debug", "(", "\"get_my_did_with_meta: >>> wallet_handle: %r...	34.966667	19.966667
def endpoint(self): """ The endpoint for this route. """ if self._endpoint: return self._endpoint elif self._controller_cls: endpoint = f'{snake_case(self._controller_cls.__name__)}.{self.method_name}' return endpoint if not self.bp_name else f...	[ "def", "endpoint", "(", "self", ")", ":", "if", "self", ".", "_endpoint", ":", "return", "self", ".", "_endpoint", "elif", "self", ".", "_controller_cls", ":", "endpoint", "=", "f'{snake_case(self._controller_cls.__name__)}.{self.method_name}'", "return", "endpoint", ...	40.333333	16.166667
def UNas(self, to='name_short'): """ Return UN member states in the specified classification Parameters ---------- to : str, optional Output classification (valid str for an index of country_data file), default: name_short Returns -------...	[ "def", "UNas", "(", "self", ",", "to", "=", "'name_short'", ")", ":", "if", "isinstance", "(", "to", ",", "str", ")", ":", "to", "=", "[", "to", "]", "return", "self", ".", "data", "[", "self", ".", "data", ".", "UNmember", ">", "0", "]", "[", ...	24.888889	19.222222
def build_byte_align_buff(bits): """Pad the left side of a bitarray with 0s to align its length with byte boundaries. Args: bits: A bitarray to be padded and aligned. Returns: A newly aligned bitarray. """ bitmod = len(bits)%8 if bitmod == 0: rdiff = bitarray() else...	[ "def", "build_byte_align_buff", "(", "bits", ")", ":", "bitmod", "=", "len", "(", "bits", ")", "%", "8", "if", "bitmod", "==", "0", ":", "rdiff", "=", "bitarray", "(", ")", "else", ":", "#KEEP bitarray", "rdiff", "=", "bitarray", "(", "8", "-", "bitm...	24.294118	17.764706
def get_resource_pools(service_instance, resource_pool_names, datacenter_name=None, get_all_resource_pools=False): ''' Retrieves resource pool objects service_instance The service instance object to query the vCenter resource_pool_names Resource pool names d...	[ "def", "get_resource_pools", "(", "service_instance", ",", "resource_pool_names", ",", "datacenter_name", "=", "None", ",", "get_all_resource_pools", "=", "False", ")", ":", "properties", "=", "[", "'name'", "]", "if", "not", "resource_pool_names", ":", "resource_po...	33.511111	24.888889
def _special_value_maxLength(em, newValue=NOT_PROVIDED): ''' _special_value_maxLength - Handle the special "maxLength" property @param em <AdvancedTag> - The tag element @param newValue - Default NOT_PROVIDED, if provided will use that value instead of the current ...	[ "def", "_special_value_maxLength", "(", "em", ",", "newValue", "=", "NOT_PROVIDED", ")", ":", "if", "newValue", "is", "NOT_PROVIDED", ":", "if", "not", "em", ".", "hasAttribute", "(", "'maxlength'", ")", ":", "return", "-", "1", "curValue", "=", "em", ".",...	35.142857	30.428571
def attach(self, engine, metric_names=None, output_transform=None, event_name=Events.ITERATION_COMPLETED, closing_event_name=Events.EPOCH_COMPLETED): """ Attaches the progress bar to an engine object. Args: engine (Engine): engine object. me...	[ "def", "attach", "(", "self", ",", "engine", ",", "metric_names", "=", "None", ",", "output_transform", "=", "None", ",", "event_name", "=", "Events", ".", "ITERATION_COMPLETED", ",", "closing_event_name", "=", "Events", ".", "EPOCH_COMPLETED", ")", ":", "desc...	58.064516	32
def remove_class(self, cls): """ Remove a XSO class `cls` from parsing. This method raises :class:`KeyError` with the classes :attr:`TAG` attribute as argument if removing fails because the class is not registered. """ del self._tag_map[cls.TAG] del self._class_ma...	[ "def", "remove_class", "(", "self", ",", "cls", ")", ":", "del", "self", ".", "_tag_map", "[", "cls", ".", "TAG", "]", "del", "self", ".", "_class_map", "[", "cls", "]" ]	39.875	13.625
def _left_motion(self, event): """Function bound to move event for marker canvas""" iid = self.current_iid if iid is None: return marker = self._markers[iid] if marker["move"] is False: return delta = marker["finish"] - marker["start"] # Li...	[ "def", "_left_motion", "(", "self", ",", "event", ")", ":", "iid", "=", "self", ".", "current_iid", "if", "iid", "is", "None", ":", "return", "marker", "=", "self", ".", "_markers", "[", "iid", "]", "if", "marker", "[", "\"move\"", "]", "is", "False"...	51.64	20.653333
def get_deps_manager(self, args, *kwargs): """ Return instance of the dependancies manager using given args and kwargs Add 'silent_key_error' option in kwargs if not given. """ if 'silent_key_error' not in kwargs: kwargs['silent_key_error'] = self.silent_key_error ...	[ "def", "get_deps_manager", "(", "self", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "if", "'silent_key_error'", "not", "in", "kwargs", ":", "kwargs", "[", "'silent_key_error'", "]", "=", "self", ".", "silent_key_error", "return", "self", ".", "dep...	40.111111	15.444444
def random_get_instance() -> tcod.random.Random: """Return the default Random instance. Returns: Random: A Random instance using the default random number generator. """ return tcod.random.Random._new_from_cdata( ffi.cast("mersenne_data_t*", lib.TCOD_random_get_instance()) )	[ "def", "random_get_instance", "(", ")", "->", "tcod", ".", "random", ".", "Random", ":", "return", "tcod", ".", "random", ".", "Random", ".", "_new_from_cdata", "(", "ffi", ".", "cast", "(", "\"mersenne_data_t*\"", ",", "lib", ".", "TCOD_random_get_instance", ...	33.777778	20.111111
def read_samples(self, sr=None, offset=0, duration=None): """ Read the samples of the utterance. Args: sr (int): If None uses the sampling rate given by the track, otherwise resamples to the given sampling rate. offset (float): Offset in seconds to ...	[ "def", "read_samples", "(", "self", ",", "sr", "=", "None", ",", "offset", "=", "0", ",", "duration", "=", "None", ")", ":", "read_duration", "=", "self", ".", "duration", "if", "offset", ">", "0", "and", "read_duration", "is", "not", "None", ":", "r...	33.0625	19.5
def from_inline(cls: Type[WS2PEndpointType], inline: str) -> WS2PEndpointType: """ Return WS2PEndpoint instance from endpoint string :param inline: Endpoint string :return: """ m = WS2PEndpoint.re_inline.match(inline) if m is None: raise MalformedDocu...	[ "def", "from_inline", "(", "cls", ":", "Type", "[", "WS2PEndpointType", "]", ",", "inline", ":", "str", ")", "->", "WS2PEndpointType", ":", "m", "=", "WS2PEndpoint", ".", "re_inline", ".", "match", "(", "inline", ")", "if", "m", "is", "None", ":", "rai...	31.411765	15.411765
def discard(self, element): """Remove an element. Do not raise an exception if absent.""" key = self._transform(element) if key in self._elements: del self._elements[key]	[ "def", "discard", "(", "self", ",", "element", ")", ":", "key", "=", "self", ".", "_transform", "(", "element", ")", "if", "key", "in", "self", ".", "_elements", ":", "del", "self", ".", "_elements", "[", "key", "]" ]	40.6	5.4
def bin2hexline(data, add_addr=True, width=16): """ Format binary data to a Hex-Editor like format... e.g.: with open("C:\Python27\python.exe", "rb") as f: data = f.read(150) print("\n".join(bin2hexline(data, width=16))) 0000 4d 5a 90 00 03 00 00 00 04 00 00 00 ff ff 00 00 MZ............	[ "def", "bin2hexline", "(", "data", ",", "add_addr", "=", "True", ",", "width", "=", "16", ")", ":", "assert", "isinstance", "(", "data", ",", "binary_type", ")", ",", "(", "\"is type: %s and not bytes/str: %s\"", "%", "(", "type", "(", "data", ")", ",", ...	30.896552	21.586207
def get_all_attribute_value( self, tag_name, attribute, format_value=True, **attribute_filter ): """ Yields all the attribute values in xml files which match with the tag name and the specific attribute :param str tag_name: specify the tag name :param str attribute: specify ...	[ "def", "get_all_attribute_value", "(", "self", ",", "tag_name", ",", "attribute", ",", "format_value", "=", "True", ",", "", "", "attribute_filter", ")", ":", "tags", "=", "self", ".", "find_tags", "(", "tag_name", ",", "", "", "attribute_filter", ")", ...	41.722222	21.055556
def DoxyEmitter(source, target, env): """Doxygen Doxyfile emitter""" # possible output formats and their default values and output locations output_formats = { "HTML": ("YES", "html"), "LATEX": ("YES", "latex"), "RTF": ("NO", "rtf"), "MAN": ("YES", "man"), "XML": ("NO", "xml"), ...	[ "def", "DoxyEmitter", "(", "source", ",", "target", ",", "env", ")", ":", "# possible output formats and their default values and output locations", "output_formats", "=", "{", "\"HTML\"", ":", "(", "\"YES\"", ",", "\"html\"", ")", ",", "\"LATEX\"", ":", "(", "\"YES...	29.536585	17.512195
def _average_precision(self, rec, prec): """ calculate average precision Params: ---------- rec : numpy.array cumulated recall prec : numpy.array cumulated precision Returns: ---------- ap as float """ # app...	[ "def", "_average_precision", "(", "self", ",", "rec", ",", "prec", ")", ":", "# append sentinel values at both ends", "mrec", "=", "np", ".", "concatenate", "(", "(", "[", "0.", "]", ",", "rec", ",", "[", "1.", "]", ")", ")", "mpre", "=", "np", ".", ...	27.857143	15.428571
def handleOneClientMsg(self, wrappedMsg): """ Validate and process a client message :param wrappedMsg: a message from a client """ try: vmsg = self.validateClientMsg(wrappedMsg) if vmsg: self.unpackClientMsg(*vmsg) except BlowUp: ...	[ "def", "handleOneClientMsg", "(", "self", ",", "wrappedMsg", ")", ":", "try", ":", "vmsg", "=", "self", ".", "validateClientMsg", "(", "wrappedMsg", ")", "if", "vmsg", ":", "self", ".", "unpackClientMsg", "(", "*", "vmsg", ")", "except", "BlowUp", ":", "...	30.894737	13.736842
def load_hdf5(path): """Load data from a HDF5 file. Args: path (str): A path to the HDF5 format file containing data. dense (boolean): An optional variable indicating if the return matrix should be dense. By default, it is false. Returns: Data matrix X and...	[ "def", "load_hdf5", "(", "path", ")", ":", "with", "h5py", ".", "File", "(", "path", ",", "'r'", ")", "as", "f", ":", "is_sparse", "=", "f", "[", "'issparse'", "]", "[", "...", "]", "if", "is_sparse", ":", "shape", "=", "tuple", "(", "f", "[", ...	28.307692	19.807692
def send_response(self, transaction): """ Handles the Blocks option in a outgoing response. :type transaction: Transaction :param transaction: the transaction that owns the response :rtype : Transaction :return: the edited transaction """ host, port = tra...	[ "def", "send_response", "(", "self", ",", "transaction", ")", ":", "host", ",", "port", "=", "transaction", ".", "request", ".", "source", "key_token", "=", "hash", "(", "str", "(", "host", ")", "+", "str", "(", "port", ")", "+", "str", "(", "transac...	38.487805	22.634146
def docx_preprocess(docx, batch=False): """ Load docx files from local filepath if not already b64 encoded """ if batch: return [docx_preprocess(doc, batch=False) for doc in docx] if os.path.isfile(docx): # a filepath is provided, read and encode return b64encode(open(docx, ...	[ "def", "docx_preprocess", "(", "docx", ",", "batch", "=", "False", ")", ":", "if", "batch", ":", "return", "[", "docx_preprocess", "(", "doc", ",", "batch", "=", "False", ")", "for", "doc", "in", "docx", "]", "if", "os", ".", "path", ".", "isfile", ...	30.384615	15.769231
def query_recent_edited(timstamp, kind='1'): ''' Query posts recently update. ''' return TabPost.select().where( (TabPost.kind == kind) & (TabPost.time_update > timstamp) ).order_by( TabPost.time_update.desc() )	[ "def", "query_recent_edited", "(", "timstamp", ",", "kind", "=", "'1'", ")", ":", "return", "TabPost", ".", "select", "(", ")", ".", "where", "(", "(", "TabPost", ".", "kind", "==", "kind", ")", "&", "(", "TabPost", ".", "time_update", ">", "timstamp",...	28.6	13
def reconstruct_mds(edm, all_points, completion='optspace', mask=None, method='geometric', print_out=False, n=1): """ Reconstruct point set using MDS and matrix completion algorithms. """ from .point_set import dm_from_edm from .mds import MDS N = all_points.shape[0] d = all_points.shape[1] ...	[ "def", "reconstruct_mds", "(", "edm", ",", "all_points", ",", "completion", "=", "'optspace'", ",", "mask", "=", "None", ",", "method", "=", "'geometric'", ",", "print_out", "=", "False", ",", "n", "=", "1", ")", ":", "from", ".", "point_set", "import", ...	44	15.407407
def events_this_week(context): """ Displays a week's worth of events. Starts week with Monday, unless today is Sunday. """ request = context['request'] home = request.site.root_page cal = CalendarPage.objects.live().descendant_of(home).first() calUrl = cal.get_url(request) if cal else None...	[ "def", "events_this_week", "(", "context", ")", ":", "request", "=", "context", "[", "'request'", "]", "home", "=", "request", ".", "site", ".", "root_page", "cal", "=", "CalendarPage", ".", "objects", ".", "live", "(", ")", ".", "descendant_of", "(", "h...	37.038462	11.961538
def _determine_filtered_package_requirements(self): """ Parse the configuration file for [blacklist]packages Returns ------- list of packaging.requirements.Requirement For all PEP440 package specifiers """ filtered_requirements = set() try: ...	[ "def", "_determine_filtered_package_requirements", "(", "self", ")", ":", "filtered_requirements", "=", "set", "(", ")", "try", ":", "lines", "=", "self", ".", "configuration", "[", "\"blacklist\"", "]", "[", "\"packages\"", "]", "package_lines", "=", "lines", "...	35.809524	14.095238
def _distributeCells(numCellsPop): ''' distribute cells across compute nodes using round-robin''' from .. import sim hostCells = {} for i in range(sim.nhosts): hostCells[i] = [] for i in range(numCellsPop): hostCells[sim.nextHost].append(i) sim.next...	[ "def", "_distributeCells", "(", "numCellsPop", ")", ":", "from", ".", ".", "import", "sim", "hostCells", "=", "{", "}", "for", "i", "in", "range", "(", "sim", ".", "nhosts", ")", ":", "hostCells", "[", "i", "]", "=", "[", "]", "for", "i", "in", "...	30.722222	21.944444
def add_listener(self, event_name: str, listener: Callable): """Add a listener.""" self.listeners[event_name].append(listener) return self	[ "def", "add_listener", "(", "self", ",", "event_name", ":", "str", ",", "listener", ":", "Callable", ")", ":", "self", ".", "listeners", "[", "event_name", "]", ".", "append", "(", "listener", ")", "return", "self" ]	39.75	13
def is_writeable(value, kwargs): """Indicate whether ``value`` is a writeable file. .. caution:: This validator does NOT** work correctly on a Windows file system. This is due to the vagaries of how Windows manages its file system and the various ways in which it can man...	[ "def", "is_writeable", "(", "value", ",", "", "", "kwargs", ")", ":", "if", "sys", ".", "platform", "in", "[", "'win32'", ",", "'cygwin'", "]", ":", "raise", "NotImplementedError", "(", "'not supported on Windows'", ")", "try", ":", "validators", ".", "w...	36.493151	27.109589
def simplex_compute_potentials(self, t, root): ''' API: simplex_compute_potentials(self, t, root) Description: Computes node potentials for a minimum cost flow problem and stores them as node attribute 'potential'. Based on pseudocode given in Netw...	[ "def", "simplex_compute_potentials", "(", "self", ",", "t", ",", "root", ")", ":", "self", ".", "get_node", "(", "root", ")", ".", "set_attr", "(", "'potential'", ",", "0", ")", "j", "=", "t", ".", "get_node", "(", "root", ")", ".", "get_attr", "(", ...	44.033333	18.633333
def sg_cast(tensor, opt): r"""Casts a tensor to a new type. See `tf.cast()` in tensorflow. Args: tensor: A `Tensor` or `SparseTensor` (automatically given by chain). opt: dtype : The destination type. name : If provided, it replaces current tensor's name Returns: ...	[ "def", "sg_cast", "(", "tensor", ",", "opt", ")", ":", "assert", "opt", ".", "dtype", "is", "not", "None", ",", "'dtype is mandatory.'", "return", "tf", ".", "cast", "(", "tensor", ",", "opt", ".", "dtype", ",", "name", "=", "opt", ".", "name", ")" ]	30	20.875
def p_expression_Xnor(self, p): 'expression : expression XNOR expression' p[0] = Xnor(p[1], p[3], lineno=p.lineno(1)) p.set_lineno(0, p.lineno(1))	[ "def", "p_expression_Xnor", "(", "self", ",", "p", ")", ":", "p", "[", "0", "]", "=", "Xnor", "(", "p", "[", "1", "]", ",", "p", "[", "3", "]", ",", "lineno", "=", "p", ".", "lineno", "(", "1", ")", ")", "p", ".", "set_lineno", "(", "0", ...	41.75	8.25
def xml_to_bytes(element, pretty_print=False): """Wrapper for etree.tostring, that takes care of unsupported pretty_print option and prepends an encoding header.""" if use_lxml: xml = etree.tostring( element, encoding="UTF-8", xml_declaration=True, pretty_print=pretty_print ) ...	[ "def", "xml_to_bytes", "(", "element", ",", "pretty_print", "=", "False", ")", ":", "if", "use_lxml", ":", "xml", "=", "etree", ".", "tostring", "(", "element", ",", "encoding", "=", "\"UTF-8\"", ",", "xml_declaration", "=", "True", ",", "pretty_print", "=...	40.928571	21.071429
def __emulate_axis(self, axis_changes, timeval=None): """Make the axis events use the Linux style format.""" events = [] for axis in axis_changes: code, value = self.__map_axis(axis) event = self.create_event_object( "Absolute", code, ...	[ "def", "__emulate_axis", "(", "self", ",", "axis_changes", ",", "timeval", "=", "None", ")", ":", "events", "=", "[", "]", "for", "axis", "in", "axis_changes", ":", "code", ",", "value", "=", "self", ".", "__map_axis", "(", "axis", ")", "event", "=", ...	34.5	11.5
def set_hint_style(self, hint_style): """Changes the :ref:`HINT_STYLE` for the font options object. This controls whether to fit font outlines to the pixel grid, and if so, whether to optimize for fidelity or contrast. """ cairo.cairo_font_options_set_hint_style(self._pointer, h...	[ "def", "set_hint_style", "(", "self", ",", "hint_style", ")", ":", "cairo", ".", "cairo_font_options_set_hint_style", "(", "self", ".", "_pointer", ",", "hint_style", ")", "self", ".", "_check_status", "(", ")" ]	44	17.75
def request_timeout(self, timeout): """ Context manager implements opportunity to change request timeout in current context :param timeout: :return: """ timeout = self._prepare_timeout(timeout) token = self._ctx_timeout.set(timeout) try: yield...	[ "def", "request_timeout", "(", "self", ",", "timeout", ")", ":", "timeout", "=", "self", ".", "_prepare_timeout", "(", "timeout", ")", "token", "=", "self", ".", "_ctx_timeout", ".", "set", "(", "timeout", ")", "try", ":", "yield", "finally", ":", "self"...	28.307692	17.538462
def read_instances(self): """ Read `.dsb/instances.yaml` Populates `self.cluster` """ logger.debug('Reading instances from: %s', self.instances_path) if os.path.exists(self.instances_path): with open(self.instances_path, 'r') as f: list_ = yaml...	[ "def", "read_instances", "(", "self", ")", ":", "logger", ".", "debug", "(", "'Reading instances from: %s'", ",", "self", ".", "instances_path", ")", "if", "os", ".", "path", ".", "exists", "(", "self", ".", "instances_path", ")", ":", "with", "open", "(",...	40.6	12.2
def set_org_processor(request): """ Simple context processor that automatically sets 'org' on the context if it is present in the request. """ if getattr(request, "org", None): org = request.org pattern_bg = org.backgrounds.filter(is_active=True, background_type="P") pattern_...	[ "def", "set_org_processor", "(", "request", ")", ":", "if", "getattr", "(", "request", ",", "\"org\"", ",", "None", ")", ":", "org", "=", "request", ".", "org", "pattern_bg", "=", "org", ".", "backgrounds", ".", "filter", "(", "is_active", "=", "True", ...	39	20.333333
def resources_from_resource_arguments(default_num_cpus, default_num_gpus, default_resources, runtime_num_cpus, runtime_num_gpus, runtime_resources): """Determine a task's resource requirements. Args: default_num_cpus: The defau...	[ "def", "resources_from_resource_arguments", "(", "default_num_cpus", ",", "default_num_gpus", ",", "default_resources", ",", "runtime_num_cpus", ",", "runtime_num_gpus", ",", "runtime_resources", ")", ":", "if", "runtime_resources", "is", "not", "None", ":", "resources", ...	38.511628	20.767442

def verify_signature(self, signedtext, cert_file=None, cert_type='pem', node_name=NODE_NAME, node_id=None, id_attr=''): """ Verifies the signature of a XML document. :param signedtext: The XML document as a string :param cert_file: The public key that was used to sign the document :para...

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42.571429

18.428571

def all_thumbnails(path, recursive=True, prefix=None, subdir=None): """ Return a dictionary referencing all files which match the thumbnail format. Each key is a source image filename, relative to path. Each value is a list of dictionaries as explained in `thumbnails_for_file`. """ if prefix is...

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40.235294

16.901961

def valid_url(url): """Validate url. :rtype: str :return: url :param str url: package homepage url. """ regex = re.compile( r'^(?:http)s?://' r'(?:(?:[A-Z0-9](?:[A-Z0-9-]{0,61}[A-Z0-9])?\.)+' r'(?:[A-Z]{2,6}\.?|[A-Z0-9-]{2,}\.?))' r'(?:/?|[/?]\S+)$', re.IGNORECA...

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26.875

17.6875

def run(self, config, workflow_id, signal, *, data=None): """ Run the dag by calling the tasks in the correct order. Args: config (Config): Reference to the configuration object from which the settings for the dag are retrieved. workflow_id (str): Th...

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46.657143

22

def relative_path(path, from_file): """ Return the relative path of a file or directory, specified as ``path`` relative to (the parent directory of) ``from_file``. This method is intented to be called with ``__file__`` as second argument. The returned path is relative to the current working di...

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32.805556

19.194444

def computeAccuracyEnding(predictions, truths, iterations, resets=None, randoms=None, num=None, sequenceCounter=None): """ Compute accuracy on the sequence ending """ accuracy = [] numIteration = [] numSequences = [] for i in xrange(len(predictions) - 1): if nu...

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26.714286

16.571429

def validate(self, value): """ Applies the validation criteria. Returns value, new value, or None if invalid. """ try: coord.Angle(value, unit=self.unit) return value except ValueError: return None

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27.2

10.8

def _get_table_rows(parent_table, table_name, row_name): """ Inconsistent behavior: {'TABLE_intf': [{'ROW_intf': { vs {'TABLE_mac_address': {'ROW_mac_address': [{ vs {'TABLE_vrf': {'ROW_vrf': {'TABLE_adj': {'ROW_adj': { """ if parent_table is None:...

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35.4

11.9

def pack_sources(sources, normalize=True): ''' Accepts list of dicts (or a string representing a list of dicts) and packs the key/value pairs into a single dict. ``'[{"foo": "salt://foo.rpm"}, {"bar": "salt://bar.rpm"}]'`` would become ``{"foo": "salt://foo.rpm", "bar": "salt://bar.rpm"}`` nor...

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36.644444

25.355556

def list(declared, undeclared): """List configured queues.""" queues = current_queues.queues.values() if declared: queues = filter(lambda queue: queue.exists, queues) elif undeclared: queues = filter(lambda queue: not queue.exists, queues) queue_names = [queue.routing_key for queue i...

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36.272727

14.363636

def obtain_to(filename): """ Return the digital elevation map projected to the lat lon matrix coordenates. Keyword arguments: filename -- the name of a netcdf file. """ root, _ = nc.open(filename) lat, lon = nc.getvar(root, 'lat')[0,:], nc.getvar(root, 'lon')[0,:] nc.close(root) ret...

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30

17.454545

def reports_list(request): ''' Lists all of the reports currently available. ''' reports = [] for report in get_all_reports(): reports.append({ "name": report.__name__, "url": reverse(report), "description": report.__doc__, }) reports.sort(key=lambd...

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23.210526

22.578947

def validate_id(request): """Validate request id.""" if 'id' in request: correct_id = isinstance( request['id'], (string_types, int, None), ) error = 'Incorrect identifier' assert correct_id, error

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25.3

13.7

def cmd_ADSB(self, args): '''adsb command parser''' usage = "usage: adsb <set>" if len(args) == 0: print(usage) return if args[0] == "status": print("total threat count: %u active threat count: %u" % (len(self.threat_vehicles), len(s...

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48.894737

27.947368

def detail_dict(self): """A more detailed dict that includes the descriptions, sub descriptions, table and columns.""" d = self.dict def aug_col(c): d = c.dict d['stats'] = [s.dict for s in c.stats] return d d['table'] = self.table.dict ...

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26.133333

21.466667

def _ge_from_le(self, other): """Return a >= b. Computed by @total_ordering from (not a <= b) or (a == b).""" op_result = self.__le__(other) if op_result is NotImplemented: return NotImplemented return not op_result or self == other

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42

5.666667

def get_ips_from_steamids(self, server_steam_ids, timeout=30): """Resolve IPs from SteamIDs :param server_steam_ids: a list of steamids :type server_steam_ids: list :param timeout: (optional) timeout for request in seconds :type timeout: int :return: map of ips to stea...

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36.592593

23.148148

def compute(self, *inputs, **kwargs): """ Compute based on NeuralVariable. :type inputs: list of NeuralVariable :return: NeuralVariable """ from deepy.core.neural_var import NeuralVariable from deepy.core.graph import graph if type(inputs[0]) != NeuralVar...

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37.678571

16.535714

def write_output_files(self,traj): """ The total hydrogen bond count per frame is provided as CSV output file. Each trajectory has a separate file. """ try: os.chdir("analysis") except Exception as e: os.mkdir("analysis") os.chdir("anal...

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46.666667

17.583333

def ReleaseClick(cls): ''' 释放按压操作 ''' element = cls._element() action = ActionChains(Web.driver) action.release(element) action.perform()

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28

12.857143

def lastname(random=random, *args, **kwargs): """ Return a first name! >>> mock_random.seed(0) >>> lastname(random=mock_random) 'chimp' >>> mock_random.seed(1) >>> lastname(random=mock_random, capitalize=True) 'Wonderful' >>> mock_random.seed(2) >>> lastname(random=mock_random, ...

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34.2

22.333333

def render_latex_sub_super( name, subs=None, supers=None, translate_symbols=True, sep=','): r'''Assemble a string from the primary name and the given sub- and superscripts:: >>> render_latex_sub_super(name='alpha', subs=['mu', 'nu'], supers=[2]) '\\alpha_{\\mu,\\nu}^{2}' >>> re...

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34.378378

20.972973

def holtWintersConfidenceBands(requestContext, seriesList, delta=3): """ Performs a Holt-Winters forecast using the series as input data and plots upper and lower bands with the predicted forecast deviations. """ previewSeconds = 7 * 86400 # 7 days # ignore original data and pull new, including...

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44.296296

18.407407

def find_modules(import_path, include_packages=False, recursive=False): """Finds all the modules below a package. This can be useful to automatically import all views / controllers so that their metaclasses / function decorators have a chance to register themselves on the application. Packages are...

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43.266667

20.766667

def cli(env, keyword, package_type): """List packages that can be ordered via the placeOrder API. :: # List out all packages for ordering slcli order package-list # List out all packages with "server" in the name slcli order package-list --keyword server # Select onl...

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28.676471

20.176471

def close(self, code: int = None, reason: str = None) -> None: """Closes the WebSocket connection.""" if not self.server_terminated: if not self.stream.closed(): if code is None and reason is not None: code = 1000 # "normal closure" status code ...

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43.75

11.607143

def set_vm_status(status, name=None, vmid=None): ''' Convenience function for setting VM status ''' log.debug('Set status to %s for %s (%s)', status, name, vmid) if vmid is not None: log.debug('set_vm_status: via ID - VMID %s (%s): %s', vmid, name, status) vmobj = ...

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34.903226

21.741935

def get_contact(self, msisdn): """ Returns the WhatsApp ID for the given MSISDN """ response = self.session.post( urllib_parse.urljoin(self.api_url, "/v1/contacts"), json={"blocking": "wait", "contacts": [msisdn]}, ) response.raise_for_status() ...

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def get_body(name): """Retrieve the Body structure of a JPL .bsp file object Args: name (str) Return: :py:class:`~beyond.constants.Body` """ body = Pck()[name] body.propagate = lambda date: get_orbit(name, date) return body

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def handle_symbol_search(self, call_id, payload): """Handler for symbol search results""" self.log.debug('handle_symbol_search: in %s', Pretty(payload)) syms = payload["syms"] qfList = [] for sym in syms: p = sym.get("pos") if p: item = se...

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def get(context, request, username=None): """Plone users route """ user_ids = [] # Don't allow anonymous users to query a user other than themselves if api.is_anonymous(): username = "current" # query all users if no username was given if username is None: user_ids = api.ge...

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def _regexp(filename): """Get a list of patterns from a file and make a regular expression.""" lines = _get_resource_content(filename).decode('utf-8').splitlines() return re.compile('|'.join(lines))

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def apply(f, args): """Apply function f to the arguments provided. The last argument must always be coercible to a Seq. Intermediate arguments are not modified. For example: (apply max [1 2 3]) ;=> 3 (apply max 4 [1 2 3]) ;=> 4""" final = list(args[:-1]) try: last = ar...

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def intersection(self, other, sort=False): """ Form the intersection of two MultiIndex objects. Parameters ---------- other : MultiIndex or array / Index of tuples sort : False or None, default False Sort the resulting MultiIndex if possible .. v...

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async def connect(self, next_time=None): """Connect with store :return: a coroutine and therefore it must be awaited """ if self.status in can_connect: loop = self._loop if loop.is_running(): self.status = StatusType.connecting awa...

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def uniquify(model): ''' Remove all duplicate relationships ''' seen = set() to_remove = set() for ix, (o, r, t, a) in model: hashable_link = (o, r, t) + tuple(sorted(a.items())) #print(hashable_link) if hashable_link in seen: to_remove.add(ix) seen.ad...

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def escapeUnderscores(self): """ Escape underscores so that the markdown is correct """ new_metrics = [] for m in self.metrics: m['name'] = m['name'].replace("_", "\_") new_metrics.append(m) self.metrics = new_metrics

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def handle_event(self, packet): """Handle incoming packet from rflink gateway.""" if packet.get('command'): task = self.send_command_ack(packet['id'], packet['command']) self.loop.create_task(task)

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def getSectionByOffset(self, offset): """ Given an offset in the file, tries to determine the section this offset belong to. @type offset: int @param offset: Offset value. @rtype: int @return: An index, starting at 0, that represents the section the give...

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def _get_dns_cname(name, link=False): """ Looks for associated domain zone, nameservers and linked record name until no more linked record name was found for the given fully qualified record name or the CNAME lookup was disabled, and then returns the parameters as a tuple. """ ...

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def merge(cls, edge1, edge2): """ Merges multi-color information from two supplied :class:`BGEdge` instances into a new :class:`BGEdge` Since :class:`BGEdge` represents an undirected edge, created edge's vertices are assign according to the order in first supplied edge. Accounts for subclassin...

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def doc_open(): """Build the HTML docs and open them in a web browser.""" doc_index = os.path.join(DOCS_DIRECTORY, 'build', 'html', 'index.html') if sys.platform == 'darwin': # Mac OS X subprocess.check_call(['open', doc_index]) elif sys.platform == 'win32': # Windows sub...

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def fold(self, strand, temp=37.0, dangles=2, nolp=False, nogu=False, noclosinggu=False, constraints=None, canonicalbponly=False, partition=False, pfscale=None, imfeelinglucky=False, gquad=False): '''Run the RNAfold command and retrieve the result in a dictionary. :param strand...

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def apply_one_hot_encoding(self, one_hot_encoding): """Apply one hot encoding to generate a specific config. Arguments: one_hot_encoding (list): A list of one hot encodings, 1 for each parameter. The shape of each encoding should match that ``ParameterSpace`...

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def instantiate(self, **extra_args): """ Instantiate the model """ input_block = self.input_block.instantiate() backbone = self.backbone.instantiate(**extra_args) return QRainbowModel( input_block=input_block, backbone=backbone, action_space=extra_arg...

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def _check_attributes(self, attributes, extra=None): """Check if attributes given to the constructor can be used to instanciate a valid node.""" extra = extra or () unknown_keys = set(attributes) - set(self._possible_attributes) - set(extra) if unknown_keys: logger.wa...

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def _get_variant_regions(items): """Retrieve variant regions defined in any of the input items. """ return list(filter(lambda x: x is not None, [tz.get_in(("config", "algorithm", "variant_regions"), data) for data in items if tz.get_in([...

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def build_docker_build_command(configuration): """ Translate a declarative docker `configuration` to a `docker build` command. Parameters ---------- configuration : dict configuration Returns ------- args : list sequence of command line arguments to build an image "...

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def next_code_is_indented(lines): """Is the next unescaped line indented?""" for line in lines: if _BLANK_LINE.match(line) or _PY_COMMENT.match(line): continue return _PY_INDENTED.match(line) return False

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13.142857

def xml(self): """ Get xml representation of the object. @return: The root node. @rtype: L{Element} """ root = Element('Security', ns=wssens) root.set('mustUnderstand', str(self.mustUnderstand).lower()) for t in self.tokens: root.append(t.xml()...

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def error(self, s, pos): """Show text and a caret under that. For example: x = 2y + z ^ """ print("Lexical error:") print("%s" % s[:pos+10]) # + 10 for trailing context print("%s^" % (" "*(pos-1))) for t in self.rv: print(t) raise SystemExit

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28.6

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def btc_script_serialize(_script): """ Given a deserialized script (i.e. an array of Nones, ints, and strings), or an existing script, turn it back into a hex script Based on code from pybitcointools (https://github.com/vbuterin/pybitcointools) by Vitalik Buterin """ script = _script if...

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def destroy_venv(env_path, venvscache=None): """Destroy a venv.""" # remove the venv itself in disk logger.debug("Destroying virtualenv at: %s", env_path) shutil.rmtree(env_path, ignore_errors=True) # remove venv from cache if venvscache is not None: venvscache.remove(env_path)

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def create_timeline(self, timeline, scope_identifier, hub_name, plan_id): """CreateTimeline. :param :class:`<Timeline> <azure.devops.v5_0.task.models.Timeline>` timeline: :param str scope_identifier: The project GUID to scope the request :param str hub_name: The name of the server hub: "...

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def _format_results(_keywords, combined_keywords, split, scores): """ :param keywords:dict of keywords:scores :param combined_keywords:list of word/s """ combined_keywords.sort(key=lambda w: _get_average_score(w, _keywords), reverse=True) if scores: return [(word, _get_average_score(word...

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def manage_view(request, semester, profile=None): """ View all members' preferences. This view also includes forms to create an entire semester's worth of weekly workshifts. """ page_name = "Manage Workshift" pools = WorkshiftPool.objects.filter(semester=semester) full_management = utils.can...

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def discover(url, timeout=None): """Discover the hub url and topic url of a given url. Firstly, by inspecting the page's headers, secondarily by inspecting the content for link tags. timeout determines how long to wait for the url to load. It defaults to 3. """ resp = get_content({'REQUEST_TIMEOUT...

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def unsubscribe_all(self, callback=False): """Send an unsubscribe for all active subscriptions""" futures = ((f, r) for f, r in self._requests.items() if isinstance(r, Subscribe) and f not in self._pending_unsubscribes) if futures: for future, re...

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def change_dir(directory): """ Wraps a function to run in a given directory. """ def cd_decorator(func): @wraps(func) def wrapper(*args, **kwargs): org_path = os.getcwd() os.chdir(directory) func(*args, **kwargs) os.chdir(org_path) return wrapper return cd_decorator

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def generate_bytecode_from_obb(obb: object, previous: bytes) -> bytes: """ Generates a bytecode from an object. :param obb: The object to generate. :param previous: The previous bytecode to use when generating subobjects. :return: The generated bytecode. """ # Generates bytecode from a spec...

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def status(self, obj): """Get the wifi interface status.""" reply = self._send_cmd_to_wpas(obj['name'], 'STATUS', True) result = reply.split('\n') status = '' for l in result: if l.startswith('wpa_state='): status = l[10:] return stat...

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async def get_my_did_with_meta(wallet_handle: int, did: str) -> str: """ Get DID metadata and verkey stored in the wallet. :param wallet_handle: wallet handler (created by open_wallet). :param did: The DID to retrieve metadata. :return: DID with verkey and metadata. """ logger = logging.ge...

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def endpoint(self): """ The endpoint for this route. """ if self._endpoint: return self._endpoint elif self._controller_cls: endpoint = f'{snake_case(self._controller_cls.__name__)}.{self.method_name}' return endpoint if not self.bp_name else f...

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def UNas(self, to='name_short'): """ Return UN member states in the specified classification Parameters ---------- to : str, optional Output classification (valid str for an index of country_data file), default: name_short Returns -------...

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24.888889

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def build_byte_align_buff(bits): """Pad the left side of a bitarray with 0s to align its length with byte boundaries. Args: bits: A bitarray to be padded and aligned. Returns: A newly aligned bitarray. """ bitmod = len(bits)%8 if bitmod == 0: rdiff = bitarray() else...

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def get_resource_pools(service_instance, resource_pool_names, datacenter_name=None, get_all_resource_pools=False): ''' Retrieves resource pool objects service_instance The service instance object to query the vCenter resource_pool_names Resource pool names d...

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def _special_value_maxLength(em, newValue=NOT_PROVIDED): ''' _special_value_maxLength - Handle the special "maxLength" property @param em <AdvancedTag> - The tag element @param newValue - Default NOT_PROVIDED, if provided will use that value instead of the current ...

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35.142857

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def attach(self, engine, metric_names=None, output_transform=None, event_name=Events.ITERATION_COMPLETED, closing_event_name=Events.EPOCH_COMPLETED): """ Attaches the progress bar to an engine object. Args: engine (Engine): engine object. me...

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58.064516

32

def remove_class(self, cls): """ Remove a XSO class `cls` from parsing. This method raises :class:`KeyError` with the classes :attr:`TAG` attribute as argument if removing fails because the class is not registered. """ del self._tag_map[cls.TAG] del self._class_ma...

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def _left_motion(self, event): """Function bound to move event for marker canvas""" iid = self.current_iid if iid is None: return marker = self._markers[iid] if marker["move"] is False: return delta = marker["finish"] - marker["start"] # Li...

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51.64

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def get_deps_manager(self, *args, **kwargs): """ Return instance of the dependancies manager using given args and kwargs Add 'silent_key_error' option in kwargs if not given. """ if 'silent_key_error' not in kwargs: kwargs['silent_key_error'] = self.silent_key_error ...

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def random_get_instance() -> tcod.random.Random: """Return the default Random instance. Returns: Random: A Random instance using the default random number generator. """ return tcod.random.Random._new_from_cdata( ffi.cast("mersenne_data_t*", lib.TCOD_random_get_instance()) )

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def read_samples(self, sr=None, offset=0, duration=None): """ Read the samples of the utterance. Args: sr (int): If None uses the sampling rate given by the track, otherwise resamples to the given sampling rate. offset (float): Offset in seconds to ...

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def from_inline(cls: Type[WS2PEndpointType], inline: str) -> WS2PEndpointType: """ Return WS2PEndpoint instance from endpoint string :param inline: Endpoint string :return: """ m = WS2PEndpoint.re_inline.match(inline) if m is None: raise MalformedDocu...

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def discard(self, element): """Remove an element. Do not raise an exception if absent.""" key = self._transform(element) if key in self._elements: del self._elements[key]

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40.6

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def bin2hexline(data, add_addr=True, width=16): """ Format binary data to a Hex-Editor like format... e.g.: with open("C:\Python27\python.exe", "rb") as f: data = f.read(150) print("\n".join(bin2hexline(data, width=16))) 0000 4d 5a 90 00 03 00 00 00 04 00 00 00 ff ff 00 00 MZ............

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def get_all_attribute_value( self, tag_name, attribute, format_value=True, **attribute_filter ): """ Yields all the attribute values in xml files which match with the tag name and the specific attribute :param str tag_name: specify the tag name :param str attribute: specify ...

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def DoxyEmitter(source, target, env): """Doxygen Doxyfile emitter""" # possible output formats and their default values and output locations output_formats = { "HTML": ("YES", "html"), "LATEX": ("YES", "latex"), "RTF": ("NO", "rtf"), "MAN": ("YES", "man"), "XML": ("NO", "xml"), ...

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def _average_precision(self, rec, prec): """ calculate average precision Params: ---------- rec : numpy.array cumulated recall prec : numpy.array cumulated precision Returns: ---------- ap as float """ # app...

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def handleOneClientMsg(self, wrappedMsg): """ Validate and process a client message :param wrappedMsg: a message from a client """ try: vmsg = self.validateClientMsg(wrappedMsg) if vmsg: self.unpackClientMsg(*vmsg) except BlowUp: ...

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30.894737

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def load_hdf5(path): """Load data from a HDF5 file. Args: path (str): A path to the HDF5 format file containing data. dense (boolean): An optional variable indicating if the return matrix should be dense. By default, it is false. Returns: Data matrix X and...

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28.307692

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def send_response(self, transaction): """ Handles the Blocks option in a outgoing response. :type transaction: Transaction :param transaction: the transaction that owns the response :rtype : Transaction :return: the edited transaction """ host, port = tra...

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def docx_preprocess(docx, batch=False): """ Load docx files from local filepath if not already b64 encoded """ if batch: return [docx_preprocess(doc, batch=False) for doc in docx] if os.path.isfile(docx): # a filepath is provided, read and encode return b64encode(open(docx, ...

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30.384615

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def query_recent_edited(timstamp, kind='1'): ''' Query posts recently update. ''' return TabPost.select().where( (TabPost.kind == kind) & (TabPost.time_update > timstamp) ).order_by( TabPost.time_update.desc() )

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28.6

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def reconstruct_mds(edm, all_points, completion='optspace', mask=None, method='geometric', print_out=False, n=1): """ Reconstruct point set using MDS and matrix completion algorithms. """ from .point_set import dm_from_edm from .mds import MDS N = all_points.shape[0] d = all_points.shape[1] ...

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44

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def events_this_week(context): """ Displays a week's worth of events. Starts week with Monday, unless today is Sunday. """ request = context['request'] home = request.site.root_page cal = CalendarPage.objects.live().descendant_of(home).first() calUrl = cal.get_url(request) if cal else None...

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def _determine_filtered_package_requirements(self): """ Parse the configuration file for [blacklist]packages Returns ------- list of packaging.requirements.Requirement For all PEP440 package specifiers """ filtered_requirements = set() try: ...

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35.809524

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def _distributeCells(numCellsPop): ''' distribute cells across compute nodes using round-robin''' from .. import sim hostCells = {} for i in range(sim.nhosts): hostCells[i] = [] for i in range(numCellsPop): hostCells[sim.nextHost].append(i) sim.next...

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30.722222

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def add_listener(self, event_name: str, listener: Callable): """Add a listener.""" self.listeners[event_name].append(listener) return self

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39.75

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def is_writeable(value, **kwargs): """Indicate whether ``value`` is a writeable file. .. caution:: This validator does **NOT** work correctly on a Windows file system. This is due to the vagaries of how Windows manages its file system and the various ways in which it can man...

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36.493151

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def simplex_compute_potentials(self, t, root): ''' API: simplex_compute_potentials(self, t, root) Description: Computes node potentials for a minimum cost flow problem and stores them as node attribute 'potential'. Based on pseudocode given in Netw...

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44.033333

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def sg_cast(tensor, opt): r"""Casts a tensor to a new type. See `tf.cast()` in tensorflow. Args: tensor: A `Tensor` or `SparseTensor` (automatically given by chain). opt: dtype : The destination type. name : If provided, it replaces current tensor's name Returns: ...

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30

20.875

def p_expression_Xnor(self, p): 'expression : expression XNOR expression' p[0] = Xnor(p[1], p[3], lineno=p.lineno(1)) p.set_lineno(0, p.lineno(1))

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41.75

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def xml_to_bytes(element, pretty_print=False): """Wrapper for etree.tostring, that takes care of unsupported pretty_print option and prepends an encoding header.""" if use_lxml: xml = etree.tostring( element, encoding="UTF-8", xml_declaration=True, pretty_print=pretty_print ) ...

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40.928571

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def __emulate_axis(self, axis_changes, timeval=None): """Make the axis events use the Linux style format.""" events = [] for axis in axis_changes: code, value = self.__map_axis(axis) event = self.create_event_object( "Absolute", code, ...

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34.5

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def set_hint_style(self, hint_style): """Changes the :ref:`HINT_STYLE` for the font options object. This controls whether to fit font outlines to the pixel grid, and if so, whether to optimize for fidelity or contrast. """ cairo.cairo_font_options_set_hint_style(self._pointer, h...

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44

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def request_timeout(self, timeout): """ Context manager implements opportunity to change request timeout in current context :param timeout: :return: """ timeout = self._prepare_timeout(timeout) token = self._ctx_timeout.set(timeout) try: yield...

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28.307692

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def read_instances(self): """ Read `.dsb/instances.yaml` Populates `self.cluster` """ logger.debug('Reading instances from: %s', self.instances_path) if os.path.exists(self.instances_path): with open(self.instances_path, 'r') as f: list_ = yaml...

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40.6

12.2

def set_org_processor(request): """ Simple context processor that automatically sets 'org' on the context if it is present in the request. """ if getattr(request, "org", None): org = request.org pattern_bg = org.backgrounds.filter(is_active=True, background_type="P") pattern_...

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39

20.333333

def resources_from_resource_arguments(default_num_cpus, default_num_gpus, default_resources, runtime_num_cpus, runtime_num_gpus, runtime_resources): """Determine a task's resource requirements. Args: default_num_cpus: The defau...

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38.511628

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