kejian/codesearchnet-python-rebalanced · Datasets at Hugging Face

text stringlengths 75 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 0.18
def get_client_kwargs(self): """Get kwargs for use with the methods in :mod:`nailgun.client`. This method returns a dict of attributes that can be unpacked and used as kwargs via the ``**`` operator. For example:: cfg = ServerConfig.get() client.get(cfg.url + '/api/v2',...	[ "def", "get_client_kwargs", "(", "self", ")", ":", "config", "=", "vars", "(", "self", ")", ".", "copy", "(", ")", "config", ".", "pop", "(", "'url'", ")", "config", ".", "pop", "(", "'version'", ",", "None", ")", "return", "config" ]	38.76	0.002014
def catch_exception(exception, message=None): """A decorator that gracefully handles exceptions, exiting with :py:obj:`exit_codes.OTHER_FAILURE`. """ def decorator(f): @click.pass_context def new_func(ctx, args, kwargs): try: return ctx.invoke(f, args, **k...	[ "def", "catch_exception", "(", "exception", ",", "message", "=", "None", ")", ":", "def", "decorator", "(", "f", ")", ":", "@", "click", ".", "pass_context", "def", "new_func", "(", "ctx", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "try", ...	38.8	0.001678
def find_bounds(model): """ Return the median upper and lower bound of the metabolic model. Bounds can vary from model to model. Cobrapy defaults to (-1000, 1000) but this may not be the case for merged or autogenerated models. In these cases, this function is used to iterate over all the bounds of...	[ "def", "find_bounds", "(", "model", ")", ":", "lower_bounds", "=", "np", ".", "asarray", "(", "[", "rxn", ".", "lower_bound", "for", "rxn", "in", "model", ".", "reactions", "]", ",", "dtype", "=", "float", ")", "upper_bounds", "=", "np", ".", "asarray"...	40.896552	0.000824
def sample_discrete_from_log(p_log,axis=0,dtype=np.int32): 'samples log probability array along specified axis' cumvals = np.exp(p_log - np.expand_dims(p_log.max(axis),axis)).cumsum(axis) # cumlogaddexp thesize = np.array(p_log.shape) thesize[axis] = 1 randvals = random(size=thesize) * \ ...	[ "def", "sample_discrete_from_log", "(", "p_log", ",", "axis", "=", "0", ",", "dtype", "=", "np", ".", "int32", ")", ":", "cumvals", "=", "np", ".", "exp", "(", "p_log", "-", "np", ".", "expand_dims", "(", "p_log", ".", "max", "(", "axis", ")", ",",...	53.666667	0.022403
def from_spherical_coords(theta_phi, phi=None): """Return the quaternion corresponding to these spherical coordinates Assumes the spherical coordinates correspond to the quaternion R via R = exp(phiz/2) exp(theta*y/2) The angles naturally must be in radians for this to make any sense. Not...	[ "def", "from_spherical_coords", "(", "theta_phi", ",", "phi", "=", "None", ")", ":", "# Figure out the input angles from either type of input", "if", "phi", "is", "None", ":", "theta_phi", "=", "np", ".", "asarray", "(", "theta_phi", ",", "dtype", "=", "np", "."...	41.056604	0.002244
def make_safe_filename_from_url(self, url): '''return a version of url safe for use as a filename''' r = re.compile("([^a-zA-Z0-9_.-])") filename = r.sub(lambda m : "%" + str(hex(ord(str(m.group(1))))).upper(), url) return filename	[ "def", "make_safe_filename_from_url", "(", "self", ",", "url", ")", ":", "r", "=", "re", ".", "compile", "(", "\"([^a-zA-Z0-9_.-])\"", ")", "filename", "=", "r", ".", "sub", "(", "lambda", "m", ":", "\"%\"", "+", "str", "(", "hex", "(", "ord", "(", "...	51.8	0.015209
def dump(self, f, indent=''): """Dump this section and its children to a file-like object""" print(("%s&%s %s" % (indent, self.__name, self.section_parameters)).rstrip(), file=f) self.dump_children(f, indent) print("%s&END %s" % (indent, self.__name), file=f)	[ "def", "dump", "(", "self", ",", "f", ",", "indent", "=", "''", ")", ":", "print", "(", "(", "\"%s&%s %s\"", "%", "(", "indent", ",", "self", ".", "__name", ",", "self", ".", "section_parameters", ")", ")", ".", "rstrip", "(", ")", ",", "file", "...	57.4	0.010309
def get_name_by_preorder( self, preorder_hash ): """ Given a name preorder hash, get the associated name record. (It may be expired or revoked) """ cur = self.db.cursor() return namedb_get_name_by_preorder_hash( cur, preorder_hash )	[ "def", "get_name_by_preorder", "(", "self", ",", "preorder_hash", ")", ":", "cur", "=", "self", ".", "db", ".", "cursor", "(", ")", "return", "namedb_get_name_by_preorder_hash", "(", "cur", ",", "preorder_hash", ")" ]	39.142857	0.021429
def inverse_transform(self, sequences): """Transform a list of sequences from internal indexing into labels Parameters ---------- sequences : list List of sequences, each of which is one-dimensional array of integers in ``0, ..., n_states_ - 1``. ...	[ "def", "inverse_transform", "(", "self", ",", "sequences", ")", ":", "sequences", "=", "list_of_1d", "(", "sequences", ")", "inverse_mapping", "=", "{", "v", ":", "k", "for", "k", ",", "v", "in", "self", ".", "mapping_", ".", "items", "(", ")", "}", ...	31.678571	0.002188
def load_from_file(cfg_file): """Load the configuration from a file Parameters ---------- cfg_file: str Path to configuration file Returns ------- cfg : CaseInsensitiveDict Dictionary with configuration parameters """ path = pathlib.Path(cfg_file).resolve() wi...	[ "def", "load_from_file", "(", "cfg_file", ")", ":", "path", "=", "pathlib", ".", "Path", "(", "cfg_file", ")", ".", "resolve", "(", ")", "with", "path", ".", "open", "(", "'r'", ")", "as", "f", ":", "code", "=", "f", ".", "readlines", "(", ")", "...	32.6	0.000662
def list(self, params): """ Retrieve all tasks Returns all tasks available to the user, according to the parameters provided If you ask for tasks without any parameter provided Base API will return you both floating and related** tasks Although you can narrow the search ...	[ "def", "list", "(", "self", ",", "", "", "params", ")", ":", "_", ",", "_", ",", "tasks", "=", "self", ".", "http_client", ".", "get", "(", "\"/tasks\"", ",", "params", "=", "params", ")", "return", "tasks" ]	41.8125	0.008772
def users(self): """ Property for accessing :class:`UserManager` instance, which is used to manage users. :rtype: yagocd.resources.user.UserManager """ if self._user_manager is None: self._user_manager = UserManager(session=self._session) return self._user_ma...	[ "def", "users", "(", "self", ")", ":", "if", "self", ".", "_user_manager", "is", "None", ":", "self", ".", "_user_manager", "=", "UserManager", "(", "session", "=", "self", ".", "_session", ")", "return", "self", ".", "_user_manager" ]	35.222222	0.009231
def raw_sensor_count(self): """ Returns the raw integer ADC count from the sensor Note: Must be divided depending on the max. sensor resolution to get floating point celsius :returns: the raw value from the sensor ADC :rtype: int :raises...	[ "def", "raw_sensor_count", "(", "self", ")", ":", "# two complement bytes, MSB comes after LSB!", "bytes", "=", "self", ".", "raw_sensor_strings", "[", "1", "]", ".", "split", "(", ")", "# Convert from 16 bit hex string into int", "int16", "=", "int", "(", "bytes", ...	32.48	0.002392
def textvalidation(self, warnonly=None): """Run text validation on this element. Checks whether any text redundancy is consistent and whether offsets are valid. Parameters: warnonly (bool): Warn only (True) or raise exceptions (False). If set to None then this value will be determined based...	[ "def", "textvalidation", "(", "self", ",", "warnonly", "=", "None", ")", ":", "if", "warnonly", "is", "None", "and", "self", ".", "doc", "and", "self", ".", "doc", ".", "version", ":", "warnonly", "=", "(", "checkversion", "(", "self", ".", "doc", "....	69.355556	0.012954
def make_driveritem_deviceitem_devicename(device_name, condition='is', negate=False, preserve_case=False): """ Create a node for DriverItem/DeviceItem/DeviceName :return: A IndicatorItem represented as an Element node """ document = 'DriverItem' search = 'DriverItem/DeviceItem/DeviceName' ...	[ "def", "make_driveritem_deviceitem_devicename", "(", "device_name", ",", "condition", "=", "'is'", ",", "negate", "=", "False", ",", "preserve_case", "=", "False", ")", ":", "document", "=", "'DriverItem'", "search", "=", "'DriverItem/DeviceItem/DeviceName'", "content...	43.615385	0.008636
def duty_cycle(self): """16 bit value that dictates how much of one cycle is high (1) versus low (0). 0xffff will always be high, 0 will always be low and 0x7fff will be half high and then half low.""" pwm = self._pca.pwm_regs[self._index] if pwm[0] == 0x1000: return 0xfff...	[ "def", "duty_cycle", "(", "self", ")", ":", "pwm", "=", "self", ".", "_pca", ".", "pwm_regs", "[", "self", ".", "_index", "]", "if", "pwm", "[", "0", "]", "==", "0x1000", ":", "return", "0xffff", "return", "pwm", "[", "1", "]", "<<", "4" ]	48.857143	0.011494
def histograms(self, analytes=None, bins=25, logy=False, filt=False, colourful=True): """ Plot histograms of analytes. Parameters ---------- analytes : optional, array_like or str The analyte(s) to plot. Defaults to all analytes. bins : int...	[ "def", "histograms", "(", "self", ",", "analytes", "=", "None", ",", "bins", "=", "25", ",", "logy", "=", "False", ",", "filt", "=", "False", ",", "colourful", "=", "True", ")", ":", "if", "analytes", "is", "None", ":", "analytes", "=", "self", "."...	33.394737	0.002297
def from_fault_data(cls, edges, mesh_spacing): """ Create and return a fault surface using fault source data. :param edges: A list of at least two horizontal edges of the surface as instances of :class:`openquake.hazardlib.geo.line.Line`. The list should be i...	[ "def", "from_fault_data", "(", "cls", ",", "edges", ",", "mesh_spacing", ")", ":", "cls", ".", "check_fault_data", "(", "edges", ",", "mesh_spacing", ")", "surface_nodes", "=", "[", "complex_fault_node", "(", "edges", ")", "]", "mean_length", "=", "numpy", "...	43.291667	0.000941
def get_interface_detail_output_interface_ifHCOutUcastPkts(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") get_interface_detail = ET.Element("get_interface_detail") config = get_interface_detail output = ET.SubElement(get_interface_detail, "outpu...	[ "def", "get_interface_detail_output_interface_ifHCOutUcastPkts", "(", "self", ",", "", "", "kwargs", ")", ":", "config", "=", "ET", ".", "Element", "(", "\"config\"", ")", "get_interface_detail", "=", "ET", ".", "Element", "(", "\"get_interface_detail\"", ")", "...	50.470588	0.002288
def suspended_ticket_delete(self, id, kwargs): "https://developer.zendesk.com/rest_api/docs/core/suspended_tickets#delete-suspended-ticket" api_path = "/api/v2/suspended_tickets/{id}.json" api_path = api_path.format(id=id) return self.call(api_path, method="DELETE", kwargs)	[ "def", "suspended_ticket_delete", "(", "self", ",", "id", ",", "", "", "kwargs", ")", ":", "api_path", "=", "\"/api/v2/suspended_tickets/{id}.json\"", "api_path", "=", "api_path", ".", "format", "(", "id", "=", "id", ")", "return", "self", ".", "call", "("...	61.2	0.009677
def limit(self, r=5): """ Limit selection to a range in the main dataframe """ try: self.df = self.df[:r] except Exception as e: self.err(e, "Can not limit data")	[ "def", "limit", "(", "self", ",", "r", "=", "5", ")", ":", "try", ":", "self", ".", "df", "=", "self", ".", "df", "[", ":", "r", "]", "except", "Exception", "as", "e", ":", "self", ".", "err", "(", "e", ",", "\"Can not limit data\"", ")" ]	27.375	0.00885
def mappability(args): """ %prog mappability reference.fasta Generate 50mer mappability for reference genome. Commands are based on gem mapper. See instructions: <https://github.com/xuefzhao/Reference.Mappability> """ p = OptionParser(mappability.__doc__) p.add_option("--mer", default=5...	[ "def", "mappability", "(", "args", ")", ":", "p", "=", "OptionParser", "(", "mappability", ".", "__doc__", ")", "p", ".", "add_option", "(", "\"--mer\"", ",", "default", "=", "50", ",", "type", "=", "\"int\"", ",", "help", "=", "\"User mer size\"", ")", ...	26.833333	0.001498
def _restore_slim(self, variables): """ Restore from tf-slim file (usually a ImageNet pre-trained model). """ variables_to_restore = self.get_variables_in_checkpoint_file(self.flags['RESTORE_SLIM_FILE']) variables_to_restore = {self.name_in_checkpoint(v): v for v in variables if (self.name_in_ch...	[ "def", "_restore_slim", "(", "self", ",", "variables", ")", ":", "variables_to_restore", "=", "self", ".", "get_variables_in_checkpoint_file", "(", "self", ".", "flags", "[", "'RESTORE_SLIM_FILE'", "]", ")", "variables_to_restore", "=", "{", "self", ".", "name_in_...	70.9	0.008357
def _get_backend_router(self, locations, item): """Returns valid router options for ordering a dedicated host.""" mask = ''' id, hostname ''' cpu_count = item['capacity'] for capacity in item['bundleItems']: for category in capacity['categorie...	[ "def", "_get_backend_router", "(", "self", ",", "locations", ",", "item", ")", ":", "mask", "=", "'''\n id,\n hostname\n '''", "cpu_count", "=", "item", "[", "'capacity'", "]", "for", "capacity", "in", "item", "[", "'bundleItems'", "]", ...	43.644068	0.001899
def __fetch_issue_data(self, issue_id): """Get data associated to an issue""" raw_issue = self.client.issue(issue_id) issue = json.loads(raw_issue) return issue	[ "def", "__fetch_issue_data", "(", "self", ",", "issue_id", ")", ":", "raw_issue", "=", "self", ".", "client", ".", "issue", "(", "issue_id", ")", "issue", "=", "json", ".", "loads", "(", "raw_issue", ")", "return", "issue" ]	26.857143	0.010309
def quantize(arr, min_val, max_val, levels, dtype=np.int64): """Quantize an array of (-inf, inf) to [0, levels-1]. Args: arr (ndarray): Input array. min_val (scalar): Minimum value to be clipped. max_val (scalar): Maximum value to be clipped. levels (int): Quantization levels. ...	[ "def", "quantize", "(", "arr", ",", "min_val", ",", "max_val", ",", "levels", ",", "dtype", "=", "np", ".", "int64", ")", ":", "if", "not", "(", "isinstance", "(", "levels", ",", "int", ")", "and", "levels", ">", "1", ")", ":", "raise", "ValueError...	34.884615	0.001073
def solvate(solute, solvent, n_solvent, box, overlap=0.2, seed=12345, edge=0.2, fix_orientation=False, temp_file=None): """Solvate a compound in a box of solvent using packmol. Parameters ---------- solute : mb.Compound Compound to be placed in a box and solvated. solvent : mb.C...	[ "def", "solvate", "(", "solute", ",", "solvent", ",", "n_solvent", ",", "box", ",", "overlap", "=", "0.2", ",", "seed", "=", "12345", ",", "edge", "=", "0.2", ",", "fix_orientation", "=", "False", ",", "temp_file", "=", "None", ")", ":", "_check_packmo...	35.354167	0.00086
def create_listeners(name, listeners, region=None, key=None, keyid=None, profile=None): ''' Create listeners on an ELB. CLI example: .. code-block:: bash salt myminion boto_elb.create_listeners myelb '[["HTTPS", "HTTP", 443, 80, "arn:aws:iam::11 11111:server-certificate/...	[ "def", "create_listeners", "(", "name", ",", "listeners", ",", "region", "=", "None", ",", "key", "=", "None", ",", "keyid", "=", "None", ",", "profile", "=", "None", ")", ":", "conn", "=", "_get_conn", "(", "region", "=", "region", ",", "key", "=", ...	36.148148	0.001996
def url_fix(s, charset='utf-8'): r"""Sometimes you get an URL by a user that just isn't a real URL because it contains unsafe characters like ' ' and so on. This function can fix some of the problems in a similar way browsers handle data entered by the user: >>> url_fix(u'http://de.wikipedia.org/wi...	[ "def", "url_fix", "(", "s", ",", "charset", "=", "'utf-8'", ")", ":", "scheme", ",", "netloc", ",", "path", ",", "qs", ",", "anchor", "=", "url_parse", "(", "to_unicode", "(", "s", ",", "charset", ",", "'replace'", ")", ")", "path", "=", "url_quote",...	48.941176	0.002358
def with_filter(self, filter): ''' Returns a new service which will process requests with the specified filter. Filtering operations can include logging, automatic retrying, etc... The filter is a lambda which receives the HTTPRequest and another lambda. The filter can perform an...	[ "def", "with_filter", "(", "self", ",", "filter", ")", ":", "res", "=", "copy", ".", "deepcopy", "(", "self", ")", "old_filter", "=", "self", ".", "_filter", "def", "new_filter", "(", "request", ")", ":", "return", "filter", "(", "request", ",", "old_f...	39.095238	0.002378
def refresh(self): """刷新 Question object 的属性. 例如回答数增加了, 先调用 ``refresh()`` 再访问 answer_num 属性, 可获得更新后的答案数量. :return: None """ super().refresh() self._html = None self._title = None self._details = None self._answer_num = None ...	[ "def", "refresh", "(", "self", ")", ":", "super", "(", ")", ".", "refresh", "(", ")", "self", ".", "_html", "=", "None", "self", ".", "_title", "=", "None", "self", ".", "_details", "=", "None", "self", ".", "_answer_num", "=", "None", "self", ".",...	26.4375	0.011416
def set_account_username(self, account, old_username, new_username): """ Account's username was changed. """ luser = self._get_account(old_username) rename(luser, database=self._database, uid=new_username)	[ "def", "set_account_username", "(", "self", ",", "account", ",", "old_username", ",", "new_username", ")", ":", "luser", "=", "self", ".", "_get_account", "(", "old_username", ")", "rename", "(", "luser", ",", "database", "=", "self", ".", "_database", ",", ...	56.5	0.008734
def string(self, writesize=None): ''' Looks like a file handle ''' if not self.finished: self.finished = True return self.content return ''	[ "def", "string", "(", "self", ",", "writesize", "=", "None", ")", ":", "if", "not", "self", ".", "finished", ":", "self", ".", "finished", "=", "True", "return", "self", ".", "content", "return", "''" ]	24.5	0.009852
def air_range(self) -> Union[int, float]: """ Does not include upgrades """ if self._weapons: weapon = next( (weapon for weapon in self._weapons if weapon.type in {TargetType.Air.value, TargetType.Any.value}), None, ) if weapon: ...	[ "def", "air_range", "(", "self", ")", "->", "Union", "[", "int", ",", "float", "]", ":", "if", "self", ".", "_weapons", ":", "weapon", "=", "next", "(", "(", "weapon", "for", "weapon", "in", "self", ".", "_weapons", "if", "weapon", ".", "type", "in...	35.6	0.008219
def deregister_all(self, *events): """ Deregisters all handler functions, or those registered against the given event(s). """ if events: for event in events: self._handler_dict[event] = [] else: self._handler_dict = {}	[ "def", "deregister_all", "(", "self", ",", "*", "events", ")", ":", "if", "events", ":", "for", "event", "in", "events", ":", "self", ".", "_handler_dict", "[", "event", "]", "=", "[", "]", "else", ":", "self", ".", "_handler_dict", "=", "{", "}" ]	32.222222	0.010067
def main( gpu:Param("GPU to run on", str)=None, lr: Param("Learning rate", float)=1e-3, size: Param("Size (px: 128,192,224)", int)=128, debias_mom: Param("Debias statistics", bool)=False, debias_sqr: Param("Debias statistics", bool)=False, opt: Param("Optimizer: 'adam','g...	[ "def", "main", "(", "gpu", ":", "Param", "(", "\"GPU to run on\"", ",", "str", ")", "=", "None", ",", "lr", ":", "Param", "(", "\"Learning rate\"", ",", "float", ")", "=", "1e-3", ",", "size", ":", "Param", "(", "\"Size (px: 128,192,224)\"", ",", "int", ...	47.146341	0.024328
async def trigger_event(self, event, *args): """Dispatch an event to the proper handler method. In the most common usage, this method is not overloaded by subclasses, as it performs the routing of events to methods. However, this method can be overriden if special dispatching rules are ...	[ "async", "def", "trigger_event", "(", "self", ",", "event", ",", "*", "args", ")", ":", "handler_name", "=", "'on_'", "+", "event", "if", "hasattr", "(", "self", ",", "handler_name", ")", ":", "handler", "=", "getattr", "(", "self", ",", "handler_name", ...	41.285714	0.002255
def return_hdr(self): """Return the header for further use. Returns ------- subj_id : str subject identification code start_time : datetime start time of the dataset s_freq : float sampling frequency chan_name : list of str ...	[ "def", "return_hdr", "(", "self", ")", ":", "# information contained in .erd", "orig", "=", "self", ".", "_hdr", "[", "'erd'", "]", "if", "orig", "[", "'patient_id'", "]", ":", "subj_id", "=", "orig", "[", "'patient_id'", "]", "else", ":", "subj_id", "=", ...	34.560606	0.001279
def set_keyspace(self, keyspace): """ Change the keyspace which will be used for subsequent requests to this CassandraClusterPool, and return a Deferred that will fire once it can be verified that connections can successfully use that keyspace. If something goes wrong trying to ...	[ "def", "set_keyspace", "(", "self", ",", "keyspace", ")", ":", "# push a real set_keyspace on some (any) connection; the idea is that", "# if it succeeds there, it is likely to succeed everywhere, and vice", "# versa. don't bother waiting for all connections to change- some of", "# them may b...	49.344828	0.001371
def get_environ(self, sock): """Create WSGI environ entries to be merged into each request.""" cipher = sock.cipher() ssl_environ = { "wsgi.url_scheme": "https", "HTTPS": "on", 'SSL_PROTOCOL': cipher[1], 'SSL_CIPHER': cipher[0] ## SSL_VE...	[ "def", "get_environ", "(", "self", ",", "sock", ")", ":", "cipher", "=", "sock", ".", "cipher", "(", ")", "ssl_environ", "=", "{", "\"wsgi.url_scheme\"", ":", "\"https\"", ",", "\"HTTPS\"", ":", "\"on\"", ",", "'SSL_PROTOCOL'", ":", "cipher", "[", "1", "...	39.416667	0.012397
def __get_arg(cls, kwds, kwd): """Internal helper method to parse keywords that may be property names.""" alt_kwd = '_' + kwd if alt_kwd in kwds: return kwds.pop(alt_kwd) if kwd in kwds: obj = getattr(cls, kwd, None) if not isinstance(obj, Property) or isinstance(obj, ModelKey): ...	[ "def", "__get_arg", "(", "cls", ",", "kwds", ",", "kwd", ")", ":", "alt_kwd", "=", "'_'", "+", "kwd", "if", "alt_kwd", "in", "kwds", ":", "return", "kwds", ".", "pop", "(", "alt_kwd", ")", "if", "kwd", "in", "kwds", ":", "obj", "=", "getattr", "(...	34.9	0.011173
def transpose(label, n_semitones): '''Transpose a chord label by some number of semitones Parameters ---------- label : str A chord string n_semitones : float The number of semitones to move `label` Returns ------- label_transpose : str The transposed chord lab...	[ "def", "transpose", "(", "label", ",", "n_semitones", ")", ":", "# Otherwise, split off the note from the modifier", "match", "=", "re", ".", "match", "(", "six", ".", "text_type", "(", "'(?P<note>[A-G][b#])(?P<mod>.)'", ")", ",", "six", ".", "text_type", "(", "...	23	0.001346
def insert(self, data, using_name=True): """Insert one or many records. :param data: dict type data or list of dict :param using_name: if you are using field name in data, please set using_name = True (it's the default), otherwise, False 中文文档插入...	[ "def", "insert", "(", "self", ",", "data", ",", "using_name", "=", "True", ")", ":", "if", "isinstance", "(", "data", ",", "list", ")", ":", "# if iterable, insert one by one", "for", "d", "in", "data", ":", "self", ".", "insert_one", "(", "d", ",", "u...	36.25	0.010084
def clean_outcpd(self): """Hack to act like clean_outcpd on zeta1.TopLevelNode. Take the max element in each to column, set it to 1, and set all the other elements to 0. Only called by inferRowMaxProd() and only needed if an updateRow() has been called since the last clean_outcpd(). """ m = ...	[ "def", "clean_outcpd", "(", "self", ")", ":", "m", "=", "self", ".", "hist_", ".", "toDense", "(", ")", "for", "j", "in", "xrange", "(", "m", ".", "shape", "[", "1", "]", ")", ":", "# For each column.", "cmax", "=", "m", "[", ":", ",", "j", "]"...	39.666667	0.014778
def Prep(self, size, additionalBytes): """ Prep prepares to write an element of `size` after `additional_bytes` have been written, e.g. if you write a string, you need to align such the int length field is aligned to SizeInt32, and the string data follows it directly. If ...	[ "def", "Prep", "(", "self", ",", "size", ",", "additionalBytes", ")", ":", "# Track the biggest thing we've ever aligned to.", "if", "size", ">", "self", ".", "minalign", ":", "self", ".", "minalign", "=", "size", "# Find the amount of alignment needed such that `size` ...	42.08	0.001859
def TargetDirectory(ID, season, relative=False, **kwargs): ''' Returns the location of the :py:mod:`everest` data on disk for a given target. :param ID: The target ID :param int season: The target season number :param bool relative: Relative path? Default :py:obj:`False` ''' if season...	[ "def", "TargetDirectory", "(", "ID", ",", "season", ",", "relative", "=", "False", ",", "", "", "kwargs", ")", ":", "if", "season", "is", "None", ":", "return", "None", "if", "relative", ":", "path", "=", "''", "else", ":", "path", "=", "EVEREST_DA...	27.6	0.001751
def crypto_scalarmult_base(n): """ Computes and returns the scalar product of a standard group element and an integer ``n``. :param n: bytes :rtype: bytes """ q = ffi.new("unsigned char[]", crypto_scalarmult_BYTES) rc = lib.crypto_scalarmult_base(q, n) ensure(rc == 0, 'U...	[ "def", "crypto_scalarmult_base", "(", "n", ")", ":", "q", "=", "ffi", ".", "new", "(", "\"unsigned char[]\"", ",", "crypto_scalarmult_BYTES", ")", "rc", "=", "lib", ".", "crypto_scalarmult_base", "(", "q", ",", "n", ")", "ensure", "(", "rc", "==", "0", "...	26.6875	0.002262
def are_metadata_file_based(layer): """Check if metadata should be read/written to file or our metadata db. Determine which metadata lookup system to use (file base or cache db) based on the layer's provider type. True indicates we should use the datasource as a file and look for a meta...	[ "def", "are_metadata_file_based", "(", "layer", ")", ":", "try", ":", "provider_type", "=", "str", "(", "layer", ".", "providerType", "(", ")", ")", "except", "AttributeError", ":", "raise", "UnsupportedProviderError", "(", "'Could not determine type for provider: %s'...	35.864865	0.001467
def dedent(source, use_tabs=False): """ Minimizes indentation to save precious bytes. Optionally, use_tabs may be specified if you want to use tabulators (\t) instead of spaces. Example:: def foo(bar): test = "This is a test" Will become:: def foo(bar): te...	[ "def", "dedent", "(", "source", ",", "use_tabs", "=", "False", ")", ":", "if", "use_tabs", ":", "indent_char", "=", "'\\t'", "else", ":", "indent_char", "=", "' '", "io_obj", "=", "io", ".", "StringIO", "(", "source", ")", "out", "=", "\"\"", "last_lin...	28.075472	0.000649
def as_iso8601(self): """ example: 00:38:05.210Z """ if self.__time is None: return None return "%s:%s:%s0Z" % (self.__time[:2], self.__time[2:4], self.__time[4:])	[ "def", "as_iso8601", "(", "self", ")", ":", "if", "self", ".", "__time", "is", "None", ":", "return", "None", "return", "\"%s:%s:%s0Z\"", "%", "(", "self", ".", "__time", "[", ":", "2", "]", ",", "self", ".", "__time", "[", "2", ":", "4", "]", ",...	26.125	0.013889
def find_netmiko_dir(): """Check environment first, then default dir""" try: netmiko_base_dir = os.environ["NETMIKO_DIR"] except KeyError: netmiko_base_dir = NETMIKO_BASE_DIR netmiko_base_dir = os.path.expanduser(netmiko_base_dir) if netmiko_base_dir == "/": raise ValueError(...	[ "def", "find_netmiko_dir", "(", ")", ":", "try", ":", "netmiko_base_dir", "=", "os", ".", "environ", "[", "\"NETMIKO_DIR\"", "]", "except", "KeyError", ":", "netmiko_base_dir", "=", "NETMIKO_BASE_DIR", "netmiko_base_dir", "=", "os", ".", "path", ".", "expanduser...	40.545455	0.002193
def Burr(c, k, tag=None): """ A Burr random variate Parameters ---------- c : scalar The first shape parameter k : scalar The second shape parameter """ assert c > 0 and k > 0, 'Burr "c" and "k" parameters must be greater than zero' return uv(ss.burr(c, k), ...	[ "def", "Burr", "(", "c", ",", "k", ",", "tag", "=", "None", ")", ":", "assert", "c", ">", "0", "and", "k", ">", "0", ",", "'Burr \"c\" and \"k\" parameters must be greater than zero'", "return", "uv", "(", "ss", ".", "burr", "(", "c", ",", "k", ")", ...	22.5	0.012195
def abs_urls(data, target_url, image_url): """ Filter for a list of reStructuredText lines that replaces relative link targets and image sources by absolute URLs given the base URLs that should be used (``target_url`` for link targets, ``image_url``for image sources). Returns a list of strings. ...	[ "def", "abs_urls", "(", "data", ",", "target_url", ",", "image_url", ")", ":", "def", "replacer", "(", "regex", ",", "url", ")", ":", "replacement", "=", "r\"\\1 {0}/\\2\"", ".", "format", "(", "url", ".", "rstrip", "(", "\"/\"", ")", ")", "return", "l...	49.285714	0.001422
def lreshape(data, groups, dropna=True, label=None): """ Reshape long-format data to wide. Generalized inverse of DataFrame.pivot Parameters ---------- data : DataFrame groups : dict {new_name : list_of_columns} dropna : boolean, default True Examples -------- >>> data ...	[ "def", "lreshape", "(", "data", ",", "groups", ",", "dropna", "=", "True", ",", "label", "=", "None", ")", ":", "if", "isinstance", "(", "groups", ",", "dict", ")", ":", "keys", "=", "list", "(", "groups", ".", "keys", "(", ")", ")", "values", "=...	27.970588	0.000508
def check_lazy_load_adrespositie(f): ''' Decorator function to lazy load a :class:`Adrespositie`. ''' def wrapper(*args): adrespositie = args[0] if ( adrespositie._geometrie is None or adrespositie._aard is None or adrespositie._metadata is None ...	[ "def", "check_lazy_load_adrespositie", "(", "f", ")", ":", "def", "wrapper", "(", "*", "args", ")", ":", "adrespositie", "=", "args", "[", "0", "]", "if", "(", "adrespositie", ".", "_geometrie", "is", "None", "or", "adrespositie", ".", "_aard", "is", "No...	35.947368	0.001427
def wrap_insecure_channel(insecure_channel_func, tracer=None): """Wrap the grpc.insecure_channel.""" def call(args, kwargs): channel = insecure_channel_func(args, **kwargs) try: target = kwargs.get('target') tracer_interceptor = OpenCensusClientInterceptor(tracer, ta...	[ "def", "wrap_insecure_channel", "(", "insecure_channel_func", ",", "tracer", "=", "None", ")", ":", "def", "call", "(", "", "args", ",", "", "", "kwargs", ")", ":", "channel", "=", "insecure_channel_func", "(", "", "args", ",", "", "", "kwargs", ")...	39.411765	0.001458
def y_fit(self): """ Using the result of the linear least squares, the result of :math:`X_{ij}\\beta_i` """ if self._y_fit is None: self._y_fit = _np.dot(self.X_unweighted, self.beta) return self._y_fit	[ "def", "y_fit", "(", "self", ")", ":", "if", "self", ".", "_y_fit", "is", "None", ":", "self", ".", "_y_fit", "=", "_np", ".", "dot", "(", "self", ".", "X_unweighted", ",", "self", ".", "beta", ")", "return", "self", ".", "_y_fit" ]	35.428571	0.011811
def main(argv=None): ''' Handles command line arguments and gets things started. :param argv: List of arguments, as if specified on the command-line. If None, ``sys.argv[1:]`` is used instead. :type argv: list of str ''' # Get command line arguments parser = argparse.Argume...	[ "def", "main", "(", "argv", "=", "None", ")", ":", "# Get command line arguments", "parser", "=", "argparse", ".", "ArgumentParser", "(", "description", "=", "\"Takes one or more file paths and reports their detected \\\n encodings\"", ",", "formatter_class"...	43.310345	0.000779
def pkcs_emsa_pkcs1_v1_5_encode(M, emLen, h): # section 9.2 of RFC 3447 """ Implements EMSA-PKCS1-V1_5-ENCODE() function described in Sect. 9.2 of RFC 3447. Input: M : message to be encode, an octet string emLen: intended length in octets of the encoded message, at least ...	[ "def", "pkcs_emsa_pkcs1_v1_5_encode", "(", "M", ",", "emLen", ",", "h", ")", ":", "# section 9.2 of RFC 3447", "hLen", "=", "_hashFuncParams", "[", "h", "]", "[", "0", "]", "# 1)", "hFunc", "=", "_hashFuncParams", "[", "h", "]", "[", "1", "]", "H", "=", ...	41.129032	0.002299
def add_child(self, child): """ Adds a branch to the current tree. """ self.children.append(child) child.parent = self self.udepth = max([child.udepth for child in self.children]) + 1	[ "def", "add_child", "(", "self", ",", "child", ")", ":", "self", ".", "children", ".", "append", "(", "child", ")", "child", ".", "parent", "=", "self", "self", ".", "udepth", "=", "max", "(", "[", "child", ".", "udepth", "for", "child", "in", "sel...	32.142857	0.008658
def load_template_help(builtin): """Loads the help for a given template""" help_file = "templates/%s-help.yml" % builtin help_file = resource_filename(__name__, help_file) help_obj = {} if os.path.exists(help_file): help_data = yaml.safe_load(open(help_file)) if 'name' in help_data:...	[ "def", "load_template_help", "(", "builtin", ")", ":", "help_file", "=", "\"templates/%s-help.yml\"", "%", "builtin", "help_file", "=", "resource_filename", "(", "__name__", ",", "help_file", ")", "help_obj", "=", "{", "}", "if", "os", ".", "path", ".", "exist...	29.833333	0.001805
def network_size(value, options=None, version=None): ''' Get the size of a network. ''' ipaddr_filter_out = _filter_ipaddr(value, options=options, version=version) if not ipaddr_filter_out: return if not isinstance(value, (list, tuple, types.GeneratorType)): return _network_size(...	[ "def", "network_size", "(", "value", ",", "options", "=", "None", ",", "version", "=", "None", ")", ":", "ipaddr_filter_out", "=", "_filter_ipaddr", "(", "value", ",", "options", "=", "options", ",", "version", "=", "version", ")", "if", "not", "ipaddr_fil...	31.846154	0.002347
def keelhaul(rest): "Inflict great pain and embarassment on some(one\|thing)" keelee = rest karma.Karma.store.change(keelee, -1) return ( "/me straps %s to a dirty rope, tosses 'em overboard and pulls " "with great speed. Yarrr!" % keelee)	[ "def", "keelhaul", "(", "rest", ")", ":", "keelee", "=", "rest", "karma", ".", "Karma", ".", "store", ".", "change", "(", "keelee", ",", "-", "1", ")", "return", "(", "\"/me straps %s to a dirty rope, tosses 'em overboard and pulls \"", "\"with great speed. Yarrr!\"...	34.285714	0.028455
def make_valid_polygon(shape): """ Make a polygon valid. Polygons can be invalid in many ways, such as self-intersection, self-touching and degeneracy. This process attempts to make a polygon valid while retaining as much of its extent or area as possible. First, we call pyclipper to robustly u...	[ "def", "make_valid_polygon", "(", "shape", ")", ":", "assert", "shape", ".", "geom_type", "==", "'Polygon'", "shape", "=", "make_valid_pyclipper", "(", "shape", ")", "assert", "shape", ".", "is_valid", "return", "shape" ]	38.095238	0.00122
def find(self, requirement, meta_extras=None, prereleases=False): """ Find a distribution and all distributions it depends on. :param requirement: The requirement specifying the distribution to find, or a Distribution instance. :param meta_extras: A list of m...	[ "def", "find", "(", "self", ",", "requirement", ",", "meta_extras", "=", "None", ",", "prereleases", "=", "False", ")", ":", "self", ".", "provided", "=", "{", "}", "self", ".", "dists", "=", "{", "}", "self", ".", "dists_by_name", "=", "{", "}", "...	44.733945	0.000602
def get_adjusted_fermi_level(efermi, cbm, band_structure): """ When running a band structure computations the fermi level needs to be take from the static run that gave the charge density used for the non-self consistent band structure run. Sometimes this fermi level is however a little too low beca...	[ "def", "get_adjusted_fermi_level", "(", "efermi", ",", "cbm", ",", "band_structure", ")", ":", "# make a working copy of band_structure", "bs_working", "=", "BandStructureSymmLine", ".", "from_dict", "(", "band_structure", ".", "as_dict", "(", ")", ")", "if", "bs_work...	44.290323	0.000713
def string_to_float_list(string_var): """Pull comma separated string values out of a text file and converts them to float list""" try: return [float(s) for s in string_var.strip('[').strip(']').split(', ')] except: return [float(s) for s in string_var.strip('[').strip(']'...	[ "def", "string_to_float_list", "(", "string_var", ")", ":", "try", ":", "return", "[", "float", "(", "s", ")", "for", "s", "in", "string_var", ".", "strip", "(", "'['", ")", ".", "strip", "(", "']'", ")", ".", "split", "(", "', '", ")", "]", "excep...	54.666667	0.018018
def create_rule(self, title, symbolizer=None, MinScaleDenominator=None, MaxScaleDenominator=None): """ Create a L{Rule} object on this style. A rule requires a title and symbolizer. If no symbolizer is specified, a PointSymbolizer will be assigned to the rule. @type title:...	[ "def", "create_rule", "(", "self", ",", "title", ",", "symbolizer", "=", "None", ",", "MinScaleDenominator", "=", "None", ",", "MaxScaleDenominator", "=", "None", ")", ":", "elem", "=", "self", ".", "_node", ".", "makeelement", "(", "'{%s}Rule'", "%", "SLD...	38.020833	0.002137
def dock(window): """ Expecting a window to parent into a Nuke panel, that is dockable. """ # Deleting existing dock # There is a bug where existing docks are kept in-memory when closed via UI if self._dock: print("Deleting existing dock...") parent = self._dock dialog = None ...	[ "def", "dock", "(", "window", ")", ":", "# Deleting existing dock", "# There is a bug where existing docks are kept in-memory when closed via UI", "if", "self", ".", "_dock", ":", "print", "(", "\"Deleting existing dock...\"", ")", "parent", "=", "self", ".", "_dock", "di...	36.066667	0.0006
def dict_pick(dictionary, allowed_keys): """ Return a dictionary only with keys found in `allowed_keys` """ return {key: value for key, value in viewitems(dictionary) if key in allowed_keys}	[ "def", "dict_pick", "(", "dictionary", ",", "allowed_keys", ")", ":", "return", "{", "key", ":", "value", "for", "key", ",", "value", "in", "viewitems", "(", "dictionary", ")", "if", "key", "in", "allowed_keys", "}" ]	40.4	0.009709
def get_airmass(self, times=None, solar_position=None, model='kastenyoung1989'): """ Calculate the relative and absolute airmass. Automatically chooses zenith or apparant zenith depending on the selected model. Parameters ---------- times : N...	[ "def", "get_airmass", "(", "self", ",", "times", "=", "None", ",", "solar_position", "=", "None", ",", "model", "=", "'kastenyoung1989'", ")", ":", "if", "solar_position", "is", "None", ":", "solar_position", "=", "self", ".", "get_solarposition", "(", "time...	35.886364	0.00185
def record_replace_field(rec, tag, new_field, field_position_global=None, field_position_local=None): """Replace a field with a new field.""" if field_position_global is None and field_position_local is None: raise InvenioBibRecordFieldError( "A field position is req...	[ "def", "record_replace_field", "(", "rec", ",", "tag", ",", "new_field", ",", "field_position_global", "=", "None", ",", "field_position_local", "=", "None", ")", ":", "if", "field_position_global", "is", "None", "and", "field_position_local", "is", "None", ":", ...	41.944444	0.000647
def fit(self, X, lengths=None): """Estimate model parameters. An initialization step is performed before entering the EM algorithm. If you want to avoid this step for a subset of the parameters, pass proper ``init_params`` keyword argument to estimator's constructor. Pa...	[ "def", "fit", "(", "self", ",", "X", ",", "lengths", "=", "None", ")", ":", "X", "=", "check_array", "(", "X", ")", "self", ".", "_init", "(", "X", ",", "lengths", "=", "lengths", ")", "self", ".", "_check", "(", ")", "self", ".", "monitor_", "...	36.22449	0.001097
def ensure_each_wide_obs_chose_an_available_alternative(obs_id_col, choice_col, availability_vars, wide_data): """ Checks whether or not each ob...	[ "def", "ensure_each_wide_obs_chose_an_available_alternative", "(", "obs_id_col", ",", "choice_col", ",", "availability_vars", ",", "wide_data", ")", ":", "# Determine the various availability values for each observation", "wide_availability_values", "=", "wide_data", "[", "list", ...	45.90566	0.000402
def _exec(self, cmd, url, json_data=None): """ execute a command at the device using the RESTful API :param str cmd: one of the REST commands, e.g. GET or POST :param str url: URL of the REST API the command should be applied to :param dict json_data: json data that should be at...	[ "def", "_exec", "(", "self", ",", "cmd", ",", "url", ",", "json_data", "=", "None", ")", ":", "assert", "(", "cmd", "in", "(", "\"GET\"", ",", "\"POST\"", ",", "\"PUT\"", ",", "\"DELETE\"", ")", ")", "assert", "(", "self", ".", "dev", "is", "not", ...	30.148936	0.001367
def get_node(self, ID): """ Returns the node with the given ID or None. """ for node in self.nodes: if node.ID == str(ID): return node return None	[ "def", "get_node", "(", "self", ",", "ID", ")", ":", "for", "node", "in", "self", ".", "nodes", ":", "if", "node", ".", "ID", "==", "str", "(", "ID", ")", ":", "return", "node", "return", "None" ]	28.571429	0.009709
def nunique(self, dropna=True): """ Return number of unique elements in the group. """ ids, _, _ = self.grouper.group_info val = self.obj.get_values() try: sorter = np.lexsort((val, ids)) except TypeError: # catches object dtypes msg = '...	[ "def", "nunique", "(", "self", ",", "dropna", "=", "True", ")", ":", "ids", ",", "_", ",", "_", "=", "self", ".", "grouper", ".", "group_info", "val", "=", "self", ".", "obj", ".", "get_values", "(", ")", "try", ":", "sorter", "=", "np", ".", "...	32.017857	0.001623
def data(self, profile_data): """Set data for the widget. :param profile_data: profile data. :type profile_data: dict It will replace the previous data. """ default_profile = generate_default_profile() self.clear() for hazard in sorted(default_profile.ke...	[ "def", "data", "(", "self", ",", "profile_data", ")", ":", "default_profile", "=", "generate_default_profile", "(", ")", "self", ".", "clear", "(", ")", "for", "hazard", "in", "sorted", "(", "default_profile", ".", "keys", "(", ")", ")", ":", "classificati...	51.439394	0.000578
def get_final_freq(approx, m1, m2, s1z, s2z): """ Returns the LALSimulation function which evaluates the final (highest) frequency for a given approximant using given template parameters. NOTE: TaylorTx and TaylorFx are currently all given an ISCO cutoff !! Parameters ---------- approx ...	[ "def", "get_final_freq", "(", "approx", ",", "m1", ",", "m2", ",", "s1z", ",", "s2z", ")", ":", "lalsim_approx", "=", "lalsimulation", ".", "GetApproximantFromString", "(", "approx", ")", "return", "_vec_get_final_freq", "(", "lalsim_approx", ",", "m1", ",", ...	34.074074	0.001057
def create(self, fail_on_found=False, force_on_exists=False, **kwargs): """Create a notification template. All required configuration-related fields (required according to notification_type) must be provided. There are two types of notification template creation: isolatedly cre...	[ "def", "create", "(", "self", ",", "fail_on_found", "=", "False", ",", "force_on_exists", "=", "False", ",", "", "", "kwargs", ")", ":", "config_item", "=", "self", ".", "_separate", "(", "kwargs", ")", "jt_id", "=", "kwargs", ".", "pop", "(", "'job_...	49.615385	0.002432
def set_model_version(model, version): """ Sets the version of the ONNX model. :param model: instance of an ONNX model :param version: integer containing the version of the model Example: :: from onnxmltools.utils import set_model_version onnx_model = load_model("SqueezeNet.on...	[ "def", "set_model_version", "(", "model", ",", "version", ")", ":", "if", "model", "is", "None", "or", "not", "isinstance", "(", "model", ",", "onnx_proto", ".", "ModelProto", ")", ":", "raise", "ValueError", "(", "\"Model is not a valid ONNX model.\"", ")", "...	33.210526	0.001541
def tag_dssp_data(assembly, loop_assignments=(' ', 'B', 'S', 'T')): """Adds output data from DSSP to an Assembly. A dictionary will be added to the `tags` dictionary of each residue called `dssp_data`, which contains the secondary structure definition, solvent accessibility phi and psi values from ...	[ "def", "tag_dssp_data", "(", "assembly", ",", "loop_assignments", "=", "(", "' '", ",", "'B'", ",", "'S'", ",", "'T'", ")", ")", ":", "dssp_out", "=", "run_dssp", "(", "assembly", ".", "pdb", ",", "path", "=", "False", ")", "dssp_data", "=", "extract_a...	39.390244	0.001208
def present(name, skip_translate=None, ignore_collisions=False, validate_ip_addrs=True, containers=None, reconnect=True, **kwargs): ''' .. versionchanged:: 2018.3.0 Support added for network configuration options other than ``driver...	[ "def", "present", "(", "name", ",", "skip_translate", "=", "None", ",", "ignore_collisions", "=", "False", ",", "validate_ip_addrs", "=", "True", ",", "containers", "=", "None", ",", "reconnect", "=", "True", ",", "", "", "kwargs", ")", ":", "ret", "="...	39.893216	0.000645
def with_rule(self, rule): """ Adds validation rule to this schema. This method returns reference to this exception to implement Builder pattern to chain additional calls. :param rule: a validation rule to be added. :return: this validation schema. """ ...	[ "def", "with_rule", "(", "self", ",", "rule", ")", ":", "self", ".", "rules", "=", "self", ".", "rules", "if", "self", ".", "rules", "!=", "None", "else", "[", "]", "self", ".", "rules", ".", "append", "(", "rule", ")", "return", "self" ]	29.428571	0.009412
def autohelp_directive(dirname, arguments, options, content, lineno, content_offset, block_text, state, state_machine): """produces rst from nose help""" config = Config(parserClass=OptBucket, plugins=BuiltinPluginManager()) parser = config.getParser(TestProgram.us...	[ "def", "autohelp_directive", "(", "dirname", ",", "arguments", ",", "options", ",", "content", ",", "lineno", ",", "content_offset", ",", "block_text", ",", "state", ",", "state_machine", ")", ":", "config", "=", "Config", "(", "parserClass", "=", "OptBucket",...	39.965517	0.001685
def topsort(graph): """ For the given graph, returns a list of nodes in topological order In py3 the behaviour of this function differs from py2, the resulting order will change with every execution in py3 while in py2 the order stays the same :param graph: :return: """ count = defa...	[ "def", "topsort", "(", "graph", ")", ":", "count", "=", "defaultdict", "(", "int", ")", "for", "feature", ",", "node", "in", "graph", ".", "items", "(", ")", ":", "for", "target", "in", "node", ":", "count", "[", "target", "]", "+=", "1", "# conver...	32.961538	0.001134
def update_parser(parser): """Update the parser object for the shell. Arguments: parser: An instance of argparse.ArgumentParser. """ def __stdin(s): if s is None: return None if s == '-': return sys.stdin return open(s, 'r', encoding = 'utf8') ...	[ "def", "update_parser", "(", "parser", ")", ":", "def", "__stdin", "(", "s", ")", ":", "if", "s", "is", "None", ":", "return", "None", "if", "s", "==", "'-'", ":", "return", "sys", ".", "stdin", "return", "open", "(", "s", ",", "'r'", ",", "encod...	32.607143	0.041489
def delete_alert(self, email, alert_id): """ delete user alert """ data = {'email': email, 'alert_id': alert_id} return self.api_delete('alert', data)	[ "def", "delete_alert", "(", "self", ",", "email", ",", "alert_id", ")", ":", "data", "=", "{", "'email'", ":", "email", ",", "'alert_id'", ":", "alert_id", "}", "return", "self", ".", "api_delete", "(", "'alert'", ",", "data", ")" ]	28.571429	0.009709
def network_interface_get(name, resource_group, **kwargs): ''' .. versionadded:: 2019.2.0 Get details about a specific network interface. :param name: The name of the network interface to query. :param resource_group: The resource group name assigned to the network interface. CLI Exa...	[ "def", "network_interface_get", "(", "name", ",", "resource_group", ",", "", "", "kwargs", ")", ":", "netconn", "=", "__utils__", "[", "'azurearm.get_client'", "]", "(", "'network'", ",", "", "", "kwargs", ")", "try", ":", "nic", "=", "netconn", ".", ...	27.533333	0.00117
def cmd(command, args, *kwargs): ''' run commands from __proxy__ :mod:`salt.proxy.onyx<salt.proxy.onyx>` command function from `salt.proxy.onyx` to run args positional args to pass to `command` function kwargs key word arguments to pass to `command` function .. ...	[ "def", "cmd", "(", "command", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "proxy_prefix", "=", "__opts__", "[", "'proxy'", "]", "[", "'proxytype'", "]", "proxy_cmd", "=", "'.'", ".", "join", "(", "[", "proxy_prefix", ",", "command", "]", ")"...	27.827586	0.001198
def resize_image(image, height, width, channels=None, resize_mode=None ): """ Resizes an image and returns it as a np.array Arguments: image -- a PIL.Image or numpy.ndarray height -- height of new image width -- width of new image Keyword Ar...	[ "def", "resize_image", "(", "image", ",", "height", ",", "width", ",", "channels", "=", "None", ",", "resize_mode", "=", "None", ")", ":", "if", "resize_mode", "is", "None", ":", "resize_mode", "=", "'squash'", "if", "resize_mode", "not", "in", "[", "'cr...	41.878378	0.001576
def romanize(text: str, engine: str = "royin") -> str: """ Rendering Thai words in the Latin alphabet or "romanization", using the Royal Thai General System of Transcription (RTGS), which is the official system published by the Royal Institute of Thailand. ถอดเสียงภาษาไทยเป็นอักษรละติน :param st...	[ "def", "romanize", "(", "text", ":", "str", ",", "engine", ":", "str", "=", "\"royin\"", ")", "->", "str", ":", "if", "not", "text", "or", "not", "isinstance", "(", "text", ",", "str", ")", ":", "return", "\"\"", "if", "engine", "==", "\"thai2rom\"",...	43.25	0.002262
def plot_chain(sampler, p=None, **kwargs): """Generate a diagnostic plot of the sampler chains. Parameters ---------- sampler : `emcee.EnsembleSampler` Sampler containing the chains to be plotted. p : int (optional) Index of the parameter to plot. If omitted, all chains are plotted....	[ "def", "plot_chain", "(", "sampler", ",", "p", "=", "None", ",", "", "", "kwargs", ")", ":", "if", "p", "is", "None", ":", "npars", "=", "sampler", ".", "chain", ".", "shape", "[", "-", "1", "]", "for", "pp", "in", "six", ".", "moves", ".", ...	28	0.001279
def fill(self,args): '''Sets a fill color, applying it to new paths.''' self._fillcolor = self.color(args) return self._fillcolor	[ "def", "fill", "(", "self", ",", "", "args", ")", ":", "self", ".", "_fillcolor", "=", "self", ".", "color", "(", "", "args", ")", "return", "self", ".", "_fillcolor" ]	38	0.019355
def check_intraday(estimate, returns, positions, transactions): """ Logic for checking if a strategy is intraday and processing it. Parameters ---------- estimate: boolean or str, optional Approximate returns for intraday strategies. See description in tears.create_full_tear_sheet. ...	[ "def", "check_intraday", "(", "estimate", ",", "returns", ",", "positions", ",", "transactions", ")", ":", "if", "estimate", "==", "'infer'", ":", "if", "positions", "is", "not", "None", "and", "transactions", "is", "not", "None", ":", "if", "detect_intraday...	36.818182	0.000601
def file_delete(context, id, file_id): """file_delete(context, id, path) Delete a job file >>> dcictl job-delete-file [OPTIONS] :param string id: ID of the job to delete file [required] :param string file_id: ID for the file to delete [required] """ dci_file.delete(context, id=file_id) ...	[ "def", "file_delete", "(", "context", ",", "id", ",", "file_id", ")", ":", "dci_file", ".", "delete", "(", "context", ",", "id", "=", "file_id", ")", "result", "=", "dci_file", ".", "delete", "(", "context", ",", "id", "=", "file_id", ")", "utils", "...	31	0.00241
def get_record_status(recid): """ Returns the current status of the record, i.e. current restriction to apply for newly submitted comments, and current commenting round. The restriction to apply can be found in the record metadata, in field(s) defined by config CFG_WEBCOMMENT_RESTRICTION_DATAFIELD....	[ "def", "get_record_status", "(", "recid", ")", ":", "collections_with_rounds", "=", "CFG_WEBCOMMENT_ROUND_DATAFIELD", ".", "keys", "(", ")", "commenting_round", "=", "\"\"", "for", "collection", "in", "collections_with_rounds", ":", "# Find the first collection defines roun...	39.282609	0.00216
def get_global_config(*args): '''Get (a subset of) the global configuration. If no arguments are provided, returns the entire configuration. Otherwise, start with the entire configuration, and get the item named by the first parameter; then search that for the second parameter; and so on. :par...	[ "def", "get_global_config", "(", "*", "args", ")", ":", "global", "_config_cache", "c", "=", "_config_cache", "if", "c", "is", "None", ":", "if", "len", "(", "args", ")", "==", "0", ":", "args", "=", "(", "None", ",", ")", "raise", "KeyError", "(", ...	29.045455	0.001515
def request_announcement_view(request): """The request announcement page.""" if request.method == "POST": form = AnnouncementRequestForm(request.POST) logger.debug(form) logger.debug(form.data) if form.is_valid(): teacher_objs = form.cleaned_data["teachers_requested"...	[ "def", "request_announcement_view", "(", "request", ")", ":", "if", "request", ".", "method", "==", "\"POST\"", ":", "form", "=", "AnnouncementRequestForm", "(", "request", ".", "POST", ")", "logger", ".", "debug", "(", "form", ")", "logger", ".", "debug", ...	39.46	0.001484
def set_computer_desc(desc): ''' Set PRETTY_HOSTNAME value stored in /etc/machine-info This will create the file if it does not exist. If it is unable to create or modify this file returns False. :param str desc: The computer description :return: False on failure. True if successful. CLI E...	[ "def", "set_computer_desc", "(", "desc", ")", ":", "desc", "=", "salt", ".", "utils", ".", "stringutils", ".", "to_unicode", "(", "desc", ")", ".", "replace", "(", "'\"'", ",", "r'\\\"'", ")", ".", "replace", "(", "'\\n'", ",", "r'\\n'", ")", ".", "r...	34.693878	0.001144

def get_client_kwargs(self): """Get kwargs for use with the methods in :mod:`nailgun.client`. This method returns a dict of attributes that can be unpacked and used as kwargs via the ``**`` operator. For example:: cfg = ServerConfig.get() client.get(cfg.url + '/api/v2',...

[ "def", "get_client_kwargs", "(", "self", ")", ":", "config", "=", "vars", "(", "self", ")", ".", "copy", "(", ")", "config", ".", "pop", "(", "'url'", ")", "config", ".", "pop", "(", "'version'", ",", "None", ")", "return", "config" ]

38.76

0.002014

def catch_exception(exception, message=None): """A decorator that gracefully handles exceptions, exiting with :py:obj:`exit_codes.OTHER_FAILURE`. """ def decorator(f): @click.pass_context def new_func(ctx, *args, **kwargs): try: return ctx.invoke(f, *args, **k...

[ "def", "catch_exception", "(", "exception", ",", "message", "=", "None", ")", ":", "def", "decorator", "(", "f", ")", ":", "@", "click", ".", "pass_context", "def", "new_func", "(", "ctx", ",", "*", "args", ",", "*", "*", "kwargs", ")", ":", "try", ...

38.8

0.001678

def find_bounds(model): """ Return the median upper and lower bound of the metabolic model. Bounds can vary from model to model. Cobrapy defaults to (-1000, 1000) but this may not be the case for merged or autogenerated models. In these cases, this function is used to iterate over all the bounds of...

[ "def", "find_bounds", "(", "model", ")", ":", "lower_bounds", "=", "np", ".", "asarray", "(", "[", "rxn", ".", "lower_bound", "for", "rxn", "in", "model", ".", "reactions", "]", ",", "dtype", "=", "float", ")", "upper_bounds", "=", "np", ".", "asarray"...

40.896552

0.000824

def sample_discrete_from_log(p_log,axis=0,dtype=np.int32): 'samples log probability array along specified axis' cumvals = np.exp(p_log - np.expand_dims(p_log.max(axis),axis)).cumsum(axis) # cumlogaddexp thesize = np.array(p_log.shape) thesize[axis] = 1 randvals = random(size=thesize) * \ ...

[ "def", "sample_discrete_from_log", "(", "p_log", ",", "axis", "=", "0", ",", "dtype", "=", "np", ".", "int32", ")", ":", "cumvals", "=", "np", ".", "exp", "(", "p_log", "-", "np", ".", "expand_dims", "(", "p_log", ".", "max", "(", "axis", ")", ",",...

53.666667

0.022403

def from_spherical_coords(theta_phi, phi=None): """Return the quaternion corresponding to these spherical coordinates Assumes the spherical coordinates correspond to the quaternion R via R = exp(phi*z/2) * exp(theta*y/2) The angles naturally must be in radians for this to make any sense. Not...

[ "def", "from_spherical_coords", "(", "theta_phi", ",", "phi", "=", "None", ")", ":", "# Figure out the input angles from either type of input", "if", "phi", "is", "None", ":", "theta_phi", "=", "np", ".", "asarray", "(", "theta_phi", ",", "dtype", "=", "np", "."...

41.056604

0.002244

def make_safe_filename_from_url(self, url): '''return a version of url safe for use as a filename''' r = re.compile("([^a-zA-Z0-9_.-])") filename = r.sub(lambda m : "%" + str(hex(ord(str(m.group(1))))).upper(), url) return filename

[ "def", "make_safe_filename_from_url", "(", "self", ",", "url", ")", ":", "r", "=", "re", ".", "compile", "(", "\"([^a-zA-Z0-9_.-])\"", ")", "filename", "=", "r", ".", "sub", "(", "lambda", "m", ":", "\"%\"", "+", "str", "(", "hex", "(", "ord", "(", "...

51.8

0.015209

def dump(self, f, indent=''): """Dump this section and its children to a file-like object""" print(("%s&%s %s" % (indent, self.__name, self.section_parameters)).rstrip(), file=f) self.dump_children(f, indent) print("%s&END %s" % (indent, self.__name), file=f)

[ "def", "dump", "(", "self", ",", "f", ",", "indent", "=", "''", ")", ":", "print", "(", "(", "\"%s&%s %s\"", "%", "(", "indent", ",", "self", ".", "__name", ",", "self", ".", "section_parameters", ")", ")", ".", "rstrip", "(", ")", ",", "file", "...

57.4

0.010309

def get_name_by_preorder( self, preorder_hash ): """ Given a name preorder hash, get the associated name record. (It may be expired or revoked) """ cur = self.db.cursor() return namedb_get_name_by_preorder_hash( cur, preorder_hash )

[ "def", "get_name_by_preorder", "(", "self", ",", "preorder_hash", ")", ":", "cur", "=", "self", ".", "db", ".", "cursor", "(", ")", "return", "namedb_get_name_by_preorder_hash", "(", "cur", ",", "preorder_hash", ")" ]

39.142857

0.021429

def inverse_transform(self, sequences): """Transform a list of sequences from internal indexing into labels Parameters ---------- sequences : list List of sequences, each of which is one-dimensional array of integers in ``0, ..., n_states_ - 1``. ...

[ "def", "inverse_transform", "(", "self", ",", "sequences", ")", ":", "sequences", "=", "list_of_1d", "(", "sequences", ")", "inverse_mapping", "=", "{", "v", ":", "k", "for", "k", ",", "v", "in", "self", ".", "mapping_", ".", "items", "(", ")", "}", ...

31.678571

0.002188

def load_from_file(cfg_file): """Load the configuration from a file Parameters ---------- cfg_file: str Path to configuration file Returns ------- cfg : CaseInsensitiveDict Dictionary with configuration parameters """ path = pathlib.Path(cfg_file).resolve() wi...

[ "def", "load_from_file", "(", "cfg_file", ")", ":", "path", "=", "pathlib", ".", "Path", "(", "cfg_file", ")", ".", "resolve", "(", ")", "with", "path", ".", "open", "(", "'r'", ")", "as", "f", ":", "code", "=", "f", ".", "readlines", "(", ")", "...

32.6

0.000662

def list(self, **params): """ Retrieve all tasks Returns all tasks available to the user, according to the parameters provided If you ask for tasks without any parameter provided Base API will return you both **floating** and **related** tasks Although you can narrow the search ...

[ "def", "list", "(", "self", ",", "*", "*", "params", ")", ":", "_", ",", "_", ",", "tasks", "=", "self", ".", "http_client", ".", "get", "(", "\"/tasks\"", ",", "params", "=", "params", ")", "return", "tasks" ]

41.8125

0.008772

def users(self): """ Property for accessing :class:`UserManager` instance, which is used to manage users. :rtype: yagocd.resources.user.UserManager """ if self._user_manager is None: self._user_manager = UserManager(session=self._session) return self._user_ma...

[ "def", "users", "(", "self", ")", ":", "if", "self", ".", "_user_manager", "is", "None", ":", "self", ".", "_user_manager", "=", "UserManager", "(", "session", "=", "self", ".", "_session", ")", "return", "self", ".", "_user_manager" ]

35.222222

0.009231

def raw_sensor_count(self): """ Returns the raw integer ADC count from the sensor Note: Must be divided depending on the max. sensor resolution to get floating point celsius :returns: the raw value from the sensor ADC :rtype: int :raises...

[ "def", "raw_sensor_count", "(", "self", ")", ":", "# two complement bytes, MSB comes after LSB!", "bytes", "=", "self", ".", "raw_sensor_strings", "[", "1", "]", ".", "split", "(", ")", "# Convert from 16 bit hex string into int", "int16", "=", "int", "(", "bytes", ...

32.48

0.002392

def textvalidation(self, warnonly=None): """Run text validation on this element. Checks whether any text redundancy is consistent and whether offsets are valid. Parameters: warnonly (bool): Warn only (True) or raise exceptions (False). If set to None then this value will be determined based...

[ "def", "textvalidation", "(", "self", ",", "warnonly", "=", "None", ")", ":", "if", "warnonly", "is", "None", "and", "self", ".", "doc", "and", "self", ".", "doc", ".", "version", ":", "warnonly", "=", "(", "checkversion", "(", "self", ".", "doc", "....

69.355556

0.012954

def make_driveritem_deviceitem_devicename(device_name, condition='is', negate=False, preserve_case=False): """ Create a node for DriverItem/DeviceItem/DeviceName :return: A IndicatorItem represented as an Element node """ document = 'DriverItem' search = 'DriverItem/DeviceItem/DeviceName' ...

[ "def", "make_driveritem_deviceitem_devicename", "(", "device_name", ",", "condition", "=", "'is'", ",", "negate", "=", "False", ",", "preserve_case", "=", "False", ")", ":", "document", "=", "'DriverItem'", "search", "=", "'DriverItem/DeviceItem/DeviceName'", "content...

43.615385

0.008636

def duty_cycle(self): """16 bit value that dictates how much of one cycle is high (1) versus low (0). 0xffff will always be high, 0 will always be low and 0x7fff will be half high and then half low.""" pwm = self._pca.pwm_regs[self._index] if pwm[0] == 0x1000: return 0xfff...

[ "def", "duty_cycle", "(", "self", ")", ":", "pwm", "=", "self", ".", "_pca", ".", "pwm_regs", "[", "self", ".", "_index", "]", "if", "pwm", "[", "0", "]", "==", "0x1000", ":", "return", "0xffff", "return", "pwm", "[", "1", "]", "<<", "4" ]

48.857143

0.011494

def histograms(self, analytes=None, bins=25, logy=False, filt=False, colourful=True): """ Plot histograms of analytes. Parameters ---------- analytes : optional, array_like or str The analyte(s) to plot. Defaults to all analytes. bins : int...

[ "def", "histograms", "(", "self", ",", "analytes", "=", "None", ",", "bins", "=", "25", ",", "logy", "=", "False", ",", "filt", "=", "False", ",", "colourful", "=", "True", ")", ":", "if", "analytes", "is", "None", ":", "analytes", "=", "self", "."...

33.394737

0.002297

def from_fault_data(cls, edges, mesh_spacing): """ Create and return a fault surface using fault source data. :param edges: A list of at least two horizontal edges of the surface as instances of :class:`openquake.hazardlib.geo.line.Line`. The list should be i...

[ "def", "from_fault_data", "(", "cls", ",", "edges", ",", "mesh_spacing", ")", ":", "cls", ".", "check_fault_data", "(", "edges", ",", "mesh_spacing", ")", "surface_nodes", "=", "[", "complex_fault_node", "(", "edges", ")", "]", "mean_length", "=", "numpy", "...

43.291667

0.000941

def get_interface_detail_output_interface_ifHCOutUcastPkts(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") get_interface_detail = ET.Element("get_interface_detail") config = get_interface_detail output = ET.SubElement(get_interface_detail, "outpu...

[ "def", "get_interface_detail_output_interface_ifHCOutUcastPkts", "(", "self", ",", "*", "*", "kwargs", ")", ":", "config", "=", "ET", ".", "Element", "(", "\"config\"", ")", "get_interface_detail", "=", "ET", ".", "Element", "(", "\"get_interface_detail\"", ")", "...

50.470588

0.002288

def suspended_ticket_delete(self, id, **kwargs): "https://developer.zendesk.com/rest_api/docs/core/suspended_tickets#delete-suspended-ticket" api_path = "/api/v2/suspended_tickets/{id}.json" api_path = api_path.format(id=id) return self.call(api_path, method="DELETE", **kwargs)

[ "def", "suspended_ticket_delete", "(", "self", ",", "id", ",", "*", "*", "kwargs", ")", ":", "api_path", "=", "\"/api/v2/suspended_tickets/{id}.json\"", "api_path", "=", "api_path", ".", "format", "(", "id", "=", "id", ")", "return", "self", ".", "call", "("...

61.2

0.009677

def limit(self, r=5): """ Limit selection to a range in the main dataframe """ try: self.df = self.df[:r] except Exception as e: self.err(e, "Can not limit data")

[ "def", "limit", "(", "self", ",", "r", "=", "5", ")", ":", "try", ":", "self", ".", "df", "=", "self", ".", "df", "[", ":", "r", "]", "except", "Exception", "as", "e", ":", "self", ".", "err", "(", "e", ",", "\"Can not limit data\"", ")" ]

27.375

0.00885

def mappability(args): """ %prog mappability reference.fasta Generate 50mer mappability for reference genome. Commands are based on gem mapper. See instructions: <https://github.com/xuefzhao/Reference.Mappability> """ p = OptionParser(mappability.__doc__) p.add_option("--mer", default=5...

[ "def", "mappability", "(", "args", ")", ":", "p", "=", "OptionParser", "(", "mappability", ".", "__doc__", ")", "p", ".", "add_option", "(", "\"--mer\"", ",", "default", "=", "50", ",", "type", "=", "\"int\"", ",", "help", "=", "\"User mer size\"", ")", ...

26.833333

0.001498

def _restore_slim(self, variables): """ Restore from tf-slim file (usually a ImageNet pre-trained model). """ variables_to_restore = self.get_variables_in_checkpoint_file(self.flags['RESTORE_SLIM_FILE']) variables_to_restore = {self.name_in_checkpoint(v): v for v in variables if (self.name_in_ch...

[ "def", "_restore_slim", "(", "self", ",", "variables", ")", ":", "variables_to_restore", "=", "self", ".", "get_variables_in_checkpoint_file", "(", "self", ".", "flags", "[", "'RESTORE_SLIM_FILE'", "]", ")", "variables_to_restore", "=", "{", "self", ".", "name_in_...

70.9

0.008357

def _get_backend_router(self, locations, item): """Returns valid router options for ordering a dedicated host.""" mask = ''' id, hostname ''' cpu_count = item['capacity'] for capacity in item['bundleItems']: for category in capacity['categorie...

[ "def", "_get_backend_router", "(", "self", ",", "locations", ",", "item", ")", ":", "mask", "=", "'''\n id,\n hostname\n '''", "cpu_count", "=", "item", "[", "'capacity'", "]", "for", "capacity", "in", "item", "[", "'bundleItems'", "]", ...

43.644068

0.001899

def __fetch_issue_data(self, issue_id): """Get data associated to an issue""" raw_issue = self.client.issue(issue_id) issue = json.loads(raw_issue) return issue

[ "def", "__fetch_issue_data", "(", "self", ",", "issue_id", ")", ":", "raw_issue", "=", "self", ".", "client", ".", "issue", "(", "issue_id", ")", "issue", "=", "json", ".", "loads", "(", "raw_issue", ")", "return", "issue" ]

26.857143

0.010309

def quantize(arr, min_val, max_val, levels, dtype=np.int64): """Quantize an array of (-inf, inf) to [0, levels-1]. Args: arr (ndarray): Input array. min_val (scalar): Minimum value to be clipped. max_val (scalar): Maximum value to be clipped. levels (int): Quantization levels. ...

[ "def", "quantize", "(", "arr", ",", "min_val", ",", "max_val", ",", "levels", ",", "dtype", "=", "np", ".", "int64", ")", ":", "if", "not", "(", "isinstance", "(", "levels", ",", "int", ")", "and", "levels", ">", "1", ")", ":", "raise", "ValueError...

34.884615

0.001073

def solvate(solute, solvent, n_solvent, box, overlap=0.2, seed=12345, edge=0.2, fix_orientation=False, temp_file=None): """Solvate a compound in a box of solvent using packmol. Parameters ---------- solute : mb.Compound Compound to be placed in a box and solvated. solvent : mb.C...

[ "def", "solvate", "(", "solute", ",", "solvent", ",", "n_solvent", ",", "box", ",", "overlap", "=", "0.2", ",", "seed", "=", "12345", ",", "edge", "=", "0.2", ",", "fix_orientation", "=", "False", ",", "temp_file", "=", "None", ")", ":", "_check_packmo...

35.354167

0.00086

def create_listeners(name, listeners, region=None, key=None, keyid=None, profile=None): ''' Create listeners on an ELB. CLI example: .. code-block:: bash salt myminion boto_elb.create_listeners myelb '[["HTTPS", "HTTP", 443, 80, "arn:aws:iam::11 11111:server-certificate/...

[ "def", "create_listeners", "(", "name", ",", "listeners", ",", "region", "=", "None", ",", "key", "=", "None", ",", "keyid", "=", "None", ",", "profile", "=", "None", ")", ":", "conn", "=", "_get_conn", "(", "region", "=", "region", ",", "key", "=", ...

36.148148

0.001996

def url_fix(s, charset='utf-8'): r"""Sometimes you get an URL by a user that just isn't a real URL because it contains unsafe characters like ' ' and so on. This function can fix some of the problems in a similar way browsers handle data entered by the user: >>> url_fix(u'http://de.wikipedia.org/wi...

[ "def", "url_fix", "(", "s", ",", "charset", "=", "'utf-8'", ")", ":", "scheme", ",", "netloc", ",", "path", ",", "qs", ",", "anchor", "=", "url_parse", "(", "to_unicode", "(", "s", ",", "charset", ",", "'replace'", ")", ")", "path", "=", "url_quote",...

48.941176

0.002358

def with_filter(self, filter): ''' Returns a new service which will process requests with the specified filter. Filtering operations can include logging, automatic retrying, etc... The filter is a lambda which receives the HTTPRequest and another lambda. The filter can perform an...

[ "def", "with_filter", "(", "self", ",", "filter", ")", ":", "res", "=", "copy", ".", "deepcopy", "(", "self", ")", "old_filter", "=", "self", ".", "_filter", "def", "new_filter", "(", "request", ")", ":", "return", "filter", "(", "request", ",", "old_f...

39.095238

0.002378

def refresh(self): """刷新 Question object 的属性. 例如回答数增加了, 先调用 ``refresh()`` 再访问 answer_num 属性, 可获得更新后的答案数量. :return: None """ super().refresh() self._html = None self._title = None self._details = None self._answer_num = None ...

[ "def", "refresh", "(", "self", ")", ":", "super", "(", ")", ".", "refresh", "(", ")", "self", ".", "_html", "=", "None", "self", ".", "_title", "=", "None", "self", ".", "_details", "=", "None", "self", ".", "_answer_num", "=", "None", "self", ".",...

26.4375

0.011416

def set_account_username(self, account, old_username, new_username): """ Account's username was changed. """ luser = self._get_account(old_username) rename(luser, database=self._database, uid=new_username)

[ "def", "set_account_username", "(", "self", ",", "account", ",", "old_username", ",", "new_username", ")", ":", "luser", "=", "self", ".", "_get_account", "(", "old_username", ")", "rename", "(", "luser", ",", "database", "=", "self", ".", "_database", ",", ...

56.5

0.008734

def string(self, writesize=None): ''' Looks like a file handle ''' if not self.finished: self.finished = True return self.content return ''

[ "def", "string", "(", "self", ",", "writesize", "=", "None", ")", ":", "if", "not", "self", ".", "finished", ":", "self", ".", "finished", "=", "True", "return", "self", ".", "content", "return", "''" ]

24.5

0.009852

def air_range(self) -> Union[int, float]: """ Does not include upgrades """ if self._weapons: weapon = next( (weapon for weapon in self._weapons if weapon.type in {TargetType.Air.value, TargetType.Any.value}), None, ) if weapon: ...

[ "def", "air_range", "(", "self", ")", "->", "Union", "[", "int", ",", "float", "]", ":", "if", "self", ".", "_weapons", ":", "weapon", "=", "next", "(", "(", "weapon", "for", "weapon", "in", "self", ".", "_weapons", "if", "weapon", ".", "type", "in...

35.6

0.008219

def deregister_all(self, *events): """ Deregisters all handler functions, or those registered against the given event(s). """ if events: for event in events: self._handler_dict[event] = [] else: self._handler_dict = {}

[ "def", "deregister_all", "(", "self", ",", "*", "events", ")", ":", "if", "events", ":", "for", "event", "in", "events", ":", "self", ".", "_handler_dict", "[", "event", "]", "=", "[", "]", "else", ":", "self", ".", "_handler_dict", "=", "{", "}" ]

32.222222

0.010067

def main( gpu:Param("GPU to run on", str)=None, lr: Param("Learning rate", float)=1e-3, size: Param("Size (px: 128,192,224)", int)=128, debias_mom: Param("Debias statistics", bool)=False, debias_sqr: Param("Debias statistics", bool)=False, opt: Param("Optimizer: 'adam','g...

[ "def", "main", "(", "gpu", ":", "Param", "(", "\"GPU to run on\"", ",", "str", ")", "=", "None", ",", "lr", ":", "Param", "(", "\"Learning rate\"", ",", "float", ")", "=", "1e-3", ",", "size", ":", "Param", "(", "\"Size (px: 128,192,224)\"", ",", "int", ...

47.146341

0.024328

async def trigger_event(self, event, *args): """Dispatch an event to the proper handler method. In the most common usage, this method is not overloaded by subclasses, as it performs the routing of events to methods. However, this method can be overriden if special dispatching rules are ...

[ "async", "def", "trigger_event", "(", "self", ",", "event", ",", "*", "args", ")", ":", "handler_name", "=", "'on_'", "+", "event", "if", "hasattr", "(", "self", ",", "handler_name", ")", ":", "handler", "=", "getattr", "(", "self", ",", "handler_name", ...

41.285714

0.002255

def return_hdr(self): """Return the header for further use. Returns ------- subj_id : str subject identification code start_time : datetime start time of the dataset s_freq : float sampling frequency chan_name : list of str ...

[ "def", "return_hdr", "(", "self", ")", ":", "# information contained in .erd", "orig", "=", "self", ".", "_hdr", "[", "'erd'", "]", "if", "orig", "[", "'patient_id'", "]", ":", "subj_id", "=", "orig", "[", "'patient_id'", "]", "else", ":", "subj_id", "=", ...

34.560606

0.001279

def set_keyspace(self, keyspace): """ Change the keyspace which will be used for subsequent requests to this CassandraClusterPool, and return a Deferred that will fire once it can be verified that connections can successfully use that keyspace. If something goes wrong trying to ...

[ "def", "set_keyspace", "(", "self", ",", "keyspace", ")", ":", "# push a real set_keyspace on some (any) connection; the idea is that", "# if it succeeds there, it is likely to succeed everywhere, and vice", "# versa. don't bother waiting for all connections to change- some of", "# them may b...

49.344828

0.001371

def get_environ(self, sock): """Create WSGI environ entries to be merged into each request.""" cipher = sock.cipher() ssl_environ = { "wsgi.url_scheme": "https", "HTTPS": "on", 'SSL_PROTOCOL': cipher[1], 'SSL_CIPHER': cipher[0] ## SSL_VE...

[ "def", "get_environ", "(", "self", ",", "sock", ")", ":", "cipher", "=", "sock", ".", "cipher", "(", ")", "ssl_environ", "=", "{", "\"wsgi.url_scheme\"", ":", "\"https\"", ",", "\"HTTPS\"", ":", "\"on\"", ",", "'SSL_PROTOCOL'", ":", "cipher", "[", "1", "...

39.416667

0.012397

def __get_arg(cls, kwds, kwd): """Internal helper method to parse keywords that may be property names.""" alt_kwd = '_' + kwd if alt_kwd in kwds: return kwds.pop(alt_kwd) if kwd in kwds: obj = getattr(cls, kwd, None) if not isinstance(obj, Property) or isinstance(obj, ModelKey): ...

[ "def", "__get_arg", "(", "cls", ",", "kwds", ",", "kwd", ")", ":", "alt_kwd", "=", "'_'", "+", "kwd", "if", "alt_kwd", "in", "kwds", ":", "return", "kwds", ".", "pop", "(", "alt_kwd", ")", "if", "kwd", "in", "kwds", ":", "obj", "=", "getattr", "(...

34.9

0.011173

def transpose(label, n_semitones): '''Transpose a chord label by some number of semitones Parameters ---------- label : str A chord string n_semitones : float The number of semitones to move `label` Returns ------- label_transpose : str The transposed chord lab...

[ "def", "transpose", "(", "label", ",", "n_semitones", ")", ":", "# Otherwise, split off the note from the modifier", "match", "=", "re", ".", "match", "(", "six", ".", "text_type", "(", "'(?P<note>[A-G][b#]*)(?P<mod>.*)'", ")", ",", "six", ".", "text_type", "(", "...

23

0.001346

def insert(self, data, using_name=True): """Insert one or many records. :param data: dict type data or list of dict :param using_name: if you are using field name in data, please set using_name = True (it's the default), otherwise, False **中文文档** 插入...

[ "def", "insert", "(", "self", ",", "data", ",", "using_name", "=", "True", ")", ":", "if", "isinstance", "(", "data", ",", "list", ")", ":", "# if iterable, insert one by one", "for", "d", "in", "data", ":", "self", ".", "insert_one", "(", "d", ",", "u...

36.25

0.010084

def clean_outcpd(self): """Hack to act like clean_outcpd on zeta1.TopLevelNode. Take the max element in each to column, set it to 1, and set all the other elements to 0. Only called by inferRowMaxProd() and only needed if an updateRow() has been called since the last clean_outcpd(). """ m = ...

[ "def", "clean_outcpd", "(", "self", ")", ":", "m", "=", "self", ".", "hist_", ".", "toDense", "(", ")", "for", "j", "in", "xrange", "(", "m", ".", "shape", "[", "1", "]", ")", ":", "# For each column.", "cmax", "=", "m", "[", ":", ",", "j", "]"...

39.666667

0.014778

def Prep(self, size, additionalBytes): """ Prep prepares to write an element of `size` after `additional_bytes` have been written, e.g. if you write a string, you need to align such the int length field is aligned to SizeInt32, and the string data follows it directly. If ...

[ "def", "Prep", "(", "self", ",", "size", ",", "additionalBytes", ")", ":", "# Track the biggest thing we've ever aligned to.", "if", "size", ">", "self", ".", "minalign", ":", "self", ".", "minalign", "=", "size", "# Find the amount of alignment needed such that `size` ...

42.08

0.001859

def TargetDirectory(ID, season, relative=False, **kwargs): ''' Returns the location of the :py:mod:`everest` data on disk for a given target. :param ID: The target ID :param int season: The target season number :param bool relative: Relative path? Default :py:obj:`False` ''' if season...

[ "def", "TargetDirectory", "(", "ID", ",", "season", ",", "relative", "=", "False", ",", "*", "*", "kwargs", ")", ":", "if", "season", "is", "None", ":", "return", "None", "if", "relative", ":", "path", "=", "''", "else", ":", "path", "=", "EVEREST_DA...

27.6

0.001751

def crypto_scalarmult_base(n): """ Computes and returns the scalar product of a standard group element and an integer ``n``. :param n: bytes :rtype: bytes """ q = ffi.new("unsigned char[]", crypto_scalarmult_BYTES) rc = lib.crypto_scalarmult_base(q, n) ensure(rc == 0, 'U...

[ "def", "crypto_scalarmult_base", "(", "n", ")", ":", "q", "=", "ffi", ".", "new", "(", "\"unsigned char[]\"", ",", "crypto_scalarmult_BYTES", ")", "rc", "=", "lib", ".", "crypto_scalarmult_base", "(", "q", ",", "n", ")", "ensure", "(", "rc", "==", "0", "...

26.6875

0.002262

def are_metadata_file_based(layer): """Check if metadata should be read/written to file or our metadata db. Determine which metadata lookup system to use (file base or cache db) based on the layer's provider type. True indicates we should use the datasource as a file and look for a meta...

[ "def", "are_metadata_file_based", "(", "layer", ")", ":", "try", ":", "provider_type", "=", "str", "(", "layer", ".", "providerType", "(", ")", ")", "except", "AttributeError", ":", "raise", "UnsupportedProviderError", "(", "'Could not determine type for provider: %s'...

35.864865

0.001467

def dedent(source, use_tabs=False): """ Minimizes indentation to save precious bytes. Optionally, *use_tabs* may be specified if you want to use tabulators (\t) instead of spaces. Example:: def foo(bar): test = "This is a test" Will become:: def foo(bar): te...

[ "def", "dedent", "(", "source", ",", "use_tabs", "=", "False", ")", ":", "if", "use_tabs", ":", "indent_char", "=", "'\\t'", "else", ":", "indent_char", "=", "' '", "io_obj", "=", "io", ".", "StringIO", "(", "source", ")", "out", "=", "\"\"", "last_lin...

28.075472

0.000649

def as_iso8601(self): """ example: 00:38:05.210Z """ if self.__time is None: return None return "%s:%s:%s0Z" % (self.__time[:2], self.__time[2:4], self.__time[4:])

[ "def", "as_iso8601", "(", "self", ")", ":", "if", "self", ".", "__time", "is", "None", ":", "return", "None", "return", "\"%s:%s:%s0Z\"", "%", "(", "self", ".", "__time", "[", ":", "2", "]", ",", "self", ".", "__time", "[", "2", ":", "4", "]", ",...

26.125

0.013889

def find_netmiko_dir(): """Check environment first, then default dir""" try: netmiko_base_dir = os.environ["NETMIKO_DIR"] except KeyError: netmiko_base_dir = NETMIKO_BASE_DIR netmiko_base_dir = os.path.expanduser(netmiko_base_dir) if netmiko_base_dir == "/": raise ValueError(...

[ "def", "find_netmiko_dir", "(", ")", ":", "try", ":", "netmiko_base_dir", "=", "os", ".", "environ", "[", "\"NETMIKO_DIR\"", "]", "except", "KeyError", ":", "netmiko_base_dir", "=", "NETMIKO_BASE_DIR", "netmiko_base_dir", "=", "os", ".", "path", ".", "expanduser...

40.545455

0.002193

def Burr(c, k, tag=None): """ A Burr random variate Parameters ---------- c : scalar The first shape parameter k : scalar The second shape parameter """ assert c > 0 and k > 0, 'Burr "c" and "k" parameters must be greater than zero' return uv(ss.burr(c, k), ...

[ "def", "Burr", "(", "c", ",", "k", ",", "tag", "=", "None", ")", ":", "assert", "c", ">", "0", "and", "k", ">", "0", ",", "'Burr \"c\" and \"k\" parameters must be greater than zero'", "return", "uv", "(", "ss", ".", "burr", "(", "c", ",", "k", ")", ...

22.5

0.012195

def abs_urls(data, target_url, image_url): """ Filter for a list of reStructuredText lines that replaces relative link targets and image sources by absolute URLs given the base URLs that should be used (``target_url`` for link targets, ``image_url``for image sources). Returns a list of strings. ...

[ "def", "abs_urls", "(", "data", ",", "target_url", ",", "image_url", ")", ":", "def", "replacer", "(", "regex", ",", "url", ")", ":", "replacement", "=", "r\"\\1 {0}/\\2\"", ".", "format", "(", "url", ".", "rstrip", "(", "\"/\"", ")", ")", "return", "l...

49.285714

0.001422

def lreshape(data, groups, dropna=True, label=None): """ Reshape long-format data to wide. Generalized inverse of DataFrame.pivot Parameters ---------- data : DataFrame groups : dict {new_name : list_of_columns} dropna : boolean, default True Examples -------- >>> data ...

[ "def", "lreshape", "(", "data", ",", "groups", ",", "dropna", "=", "True", ",", "label", "=", "None", ")", ":", "if", "isinstance", "(", "groups", ",", "dict", ")", ":", "keys", "=", "list", "(", "groups", ".", "keys", "(", ")", ")", "values", "=...

27.970588

0.000508

def check_lazy_load_adrespositie(f): ''' Decorator function to lazy load a :class:`Adrespositie`. ''' def wrapper(*args): adrespositie = args[0] if ( adrespositie._geometrie is None or adrespositie._aard is None or adrespositie._metadata is None ...

[ "def", "check_lazy_load_adrespositie", "(", "f", ")", ":", "def", "wrapper", "(", "*", "args", ")", ":", "adrespositie", "=", "args", "[", "0", "]", "if", "(", "adrespositie", ".", "_geometrie", "is", "None", "or", "adrespositie", ".", "_aard", "is", "No...

35.947368

0.001427

def wrap_insecure_channel(insecure_channel_func, tracer=None): """Wrap the grpc.insecure_channel.""" def call(*args, **kwargs): channel = insecure_channel_func(*args, **kwargs) try: target = kwargs.get('target') tracer_interceptor = OpenCensusClientInterceptor(tracer, ta...

[ "def", "wrap_insecure_channel", "(", "insecure_channel_func", ",", "tracer", "=", "None", ")", ":", "def", "call", "(", "*", "args", ",", "*", "*", "kwargs", ")", ":", "channel", "=", "insecure_channel_func", "(", "*", "args", ",", "*", "*", "kwargs", ")...

39.411765

0.001458

def y_fit(self): """ Using the result of the linear least squares, the result of :math:`X_{ij}\\beta_i` """ if self._y_fit is None: self._y_fit = _np.dot(self.X_unweighted, self.beta) return self._y_fit

[ "def", "y_fit", "(", "self", ")", ":", "if", "self", ".", "_y_fit", "is", "None", ":", "self", ".", "_y_fit", "=", "_np", ".", "dot", "(", "self", ".", "X_unweighted", ",", "self", ".", "beta", ")", "return", "self", ".", "_y_fit" ]

35.428571

0.011811

def main(argv=None): ''' Handles command line arguments and gets things started. :param argv: List of arguments, as if specified on the command-line. If None, ``sys.argv[1:]`` is used instead. :type argv: list of str ''' # Get command line arguments parser = argparse.Argume...

[ "def", "main", "(", "argv", "=", "None", ")", ":", "# Get command line arguments", "parser", "=", "argparse", ".", "ArgumentParser", "(", "description", "=", "\"Takes one or more file paths and reports their detected \\\n encodings\"", ",", "formatter_class"...

43.310345

0.000779

def pkcs_emsa_pkcs1_v1_5_encode(M, emLen, h): # section 9.2 of RFC 3447 """ Implements EMSA-PKCS1-V1_5-ENCODE() function described in Sect. 9.2 of RFC 3447. Input: M : message to be encode, an octet string emLen: intended length in octets of the encoded message, at least ...

[ "def", "pkcs_emsa_pkcs1_v1_5_encode", "(", "M", ",", "emLen", ",", "h", ")", ":", "# section 9.2 of RFC 3447", "hLen", "=", "_hashFuncParams", "[", "h", "]", "[", "0", "]", "# 1)", "hFunc", "=", "_hashFuncParams", "[", "h", "]", "[", "1", "]", "H", "=", ...

41.129032

0.002299

def add_child(self, child): """ Adds a branch to the current tree. """ self.children.append(child) child.parent = self self.udepth = max([child.udepth for child in self.children]) + 1

[ "def", "add_child", "(", "self", ",", "child", ")", ":", "self", ".", "children", ".", "append", "(", "child", ")", "child", ".", "parent", "=", "self", "self", ".", "udepth", "=", "max", "(", "[", "child", ".", "udepth", "for", "child", "in", "sel...

32.142857

0.008658

def load_template_help(builtin): """Loads the help for a given template""" help_file = "templates/%s-help.yml" % builtin help_file = resource_filename(__name__, help_file) help_obj = {} if os.path.exists(help_file): help_data = yaml.safe_load(open(help_file)) if 'name' in help_data:...

[ "def", "load_template_help", "(", "builtin", ")", ":", "help_file", "=", "\"templates/%s-help.yml\"", "%", "builtin", "help_file", "=", "resource_filename", "(", "__name__", ",", "help_file", ")", "help_obj", "=", "{", "}", "if", "os", ".", "path", ".", "exist...

29.833333

0.001805

def network_size(value, options=None, version=None): ''' Get the size of a network. ''' ipaddr_filter_out = _filter_ipaddr(value, options=options, version=version) if not ipaddr_filter_out: return if not isinstance(value, (list, tuple, types.GeneratorType)): return _network_size(...

[ "def", "network_size", "(", "value", ",", "options", "=", "None", ",", "version", "=", "None", ")", ":", "ipaddr_filter_out", "=", "_filter_ipaddr", "(", "value", ",", "options", "=", "options", ",", "version", "=", "version", ")", "if", "not", "ipaddr_fil...

31.846154

0.002347

def keelhaul(rest): "Inflict great pain and embarassment on some(one|thing)" keelee = rest karma.Karma.store.change(keelee, -1) return ( "/me straps %s to a dirty rope, tosses 'em overboard and pulls " "with great speed. Yarrr!" % keelee)

[ "def", "keelhaul", "(", "rest", ")", ":", "keelee", "=", "rest", "karma", ".", "Karma", ".", "store", ".", "change", "(", "keelee", ",", "-", "1", ")", "return", "(", "\"/me straps %s to a dirty rope, tosses 'em overboard and pulls \"", "\"with great speed. Yarrr!\"...

34.285714

0.028455

def make_valid_polygon(shape): """ Make a polygon valid. Polygons can be invalid in many ways, such as self-intersection, self-touching and degeneracy. This process attempts to make a polygon valid while retaining as much of its extent or area as possible. First, we call pyclipper to robustly u...

[ "def", "make_valid_polygon", "(", "shape", ")", ":", "assert", "shape", ".", "geom_type", "==", "'Polygon'", "shape", "=", "make_valid_pyclipper", "(", "shape", ")", "assert", "shape", ".", "is_valid", "return", "shape" ]

38.095238

0.00122

def find(self, requirement, meta_extras=None, prereleases=False): """ Find a distribution and all distributions it depends on. :param requirement: The requirement specifying the distribution to find, or a Distribution instance. :param meta_extras: A list of m...

[ "def", "find", "(", "self", ",", "requirement", ",", "meta_extras", "=", "None", ",", "prereleases", "=", "False", ")", ":", "self", ".", "provided", "=", "{", "}", "self", ".", "dists", "=", "{", "}", "self", ".", "dists_by_name", "=", "{", "}", "...

44.733945

0.000602

def get_adjusted_fermi_level(efermi, cbm, band_structure): """ When running a band structure computations the fermi level needs to be take from the static run that gave the charge density used for the non-self consistent band structure run. Sometimes this fermi level is however a little too low beca...

[ "def", "get_adjusted_fermi_level", "(", "efermi", ",", "cbm", ",", "band_structure", ")", ":", "# make a working copy of band_structure", "bs_working", "=", "BandStructureSymmLine", ".", "from_dict", "(", "band_structure", ".", "as_dict", "(", ")", ")", "if", "bs_work...

44.290323

0.000713

def string_to_float_list(string_var): """Pull comma separated string values out of a text file and converts them to float list""" try: return [float(s) for s in string_var.strip('[').strip(']').split(', ')] except: return [float(s) for s in string_var.strip('[').strip(']'...

[ "def", "string_to_float_list", "(", "string_var", ")", ":", "try", ":", "return", "[", "float", "(", "s", ")", "for", "s", "in", "string_var", ".", "strip", "(", "'['", ")", ".", "strip", "(", "']'", ")", ".", "split", "(", "', '", ")", "]", "excep...

54.666667

0.018018

def create_rule(self, title, symbolizer=None, MinScaleDenominator=None, MaxScaleDenominator=None): """ Create a L{Rule} object on this style. A rule requires a title and symbolizer. If no symbolizer is specified, a PointSymbolizer will be assigned to the rule. @type title:...

[ "def", "create_rule", "(", "self", ",", "title", ",", "symbolizer", "=", "None", ",", "MinScaleDenominator", "=", "None", ",", "MaxScaleDenominator", "=", "None", ")", ":", "elem", "=", "self", ".", "_node", ".", "makeelement", "(", "'{%s}Rule'", "%", "SLD...

38.020833

0.002137

def dock(window): """ Expecting a window to parent into a Nuke panel, that is dockable. """ # Deleting existing dock # There is a bug where existing docks are kept in-memory when closed via UI if self._dock: print("Deleting existing dock...") parent = self._dock dialog = None ...

[ "def", "dock", "(", "window", ")", ":", "# Deleting existing dock", "# There is a bug where existing docks are kept in-memory when closed via UI", "if", "self", ".", "_dock", ":", "print", "(", "\"Deleting existing dock...\"", ")", "parent", "=", "self", ".", "_dock", "di...

36.066667

0.0006

def dict_pick(dictionary, allowed_keys): """ Return a dictionary only with keys found in `allowed_keys` """ return {key: value for key, value in viewitems(dictionary) if key in allowed_keys}

[ "def", "dict_pick", "(", "dictionary", ",", "allowed_keys", ")", ":", "return", "{", "key", ":", "value", "for", "key", ",", "value", "in", "viewitems", "(", "dictionary", ")", "if", "key", "in", "allowed_keys", "}" ]

40.4

0.009709

def get_airmass(self, times=None, solar_position=None, model='kastenyoung1989'): """ Calculate the relative and absolute airmass. Automatically chooses zenith or apparant zenith depending on the selected model. Parameters ---------- times : N...

[ "def", "get_airmass", "(", "self", ",", "times", "=", "None", ",", "solar_position", "=", "None", ",", "model", "=", "'kastenyoung1989'", ")", ":", "if", "solar_position", "is", "None", ":", "solar_position", "=", "self", ".", "get_solarposition", "(", "time...

35.886364

0.00185

def record_replace_field(rec, tag, new_field, field_position_global=None, field_position_local=None): """Replace a field with a new field.""" if field_position_global is None and field_position_local is None: raise InvenioBibRecordFieldError( "A field position is req...

[ "def", "record_replace_field", "(", "rec", ",", "tag", ",", "new_field", ",", "field_position_global", "=", "None", ",", "field_position_local", "=", "None", ")", ":", "if", "field_position_global", "is", "None", "and", "field_position_local", "is", "None", ":", ...

41.944444

0.000647

def fit(self, X, lengths=None): """Estimate model parameters. An initialization step is performed before entering the EM algorithm. If you want to avoid this step for a subset of the parameters, pass proper ``init_params`` keyword argument to estimator's constructor. Pa...

[ "def", "fit", "(", "self", ",", "X", ",", "lengths", "=", "None", ")", ":", "X", "=", "check_array", "(", "X", ")", "self", ".", "_init", "(", "X", ",", "lengths", "=", "lengths", ")", "self", ".", "_check", "(", ")", "self", ".", "monitor_", "...

36.22449

0.001097

def ensure_each_wide_obs_chose_an_available_alternative(obs_id_col, choice_col, availability_vars, wide_data): """ Checks whether or not each ob...

[ "def", "ensure_each_wide_obs_chose_an_available_alternative", "(", "obs_id_col", ",", "choice_col", ",", "availability_vars", ",", "wide_data", ")", ":", "# Determine the various availability values for each observation", "wide_availability_values", "=", "wide_data", "[", "list", ...

45.90566

0.000402

def _exec(self, cmd, url, json_data=None): """ execute a command at the device using the RESTful API :param str cmd: one of the REST commands, e.g. GET or POST :param str url: URL of the REST API the command should be applied to :param dict json_data: json data that should be at...

[ "def", "_exec", "(", "self", ",", "cmd", ",", "url", ",", "json_data", "=", "None", ")", ":", "assert", "(", "cmd", "in", "(", "\"GET\"", ",", "\"POST\"", ",", "\"PUT\"", ",", "\"DELETE\"", ")", ")", "assert", "(", "self", ".", "dev", "is", "not", ...

30.148936

0.001367

def get_node(self, ID): """ Returns the node with the given ID or None. """ for node in self.nodes: if node.ID == str(ID): return node return None

[ "def", "get_node", "(", "self", ",", "ID", ")", ":", "for", "node", "in", "self", ".", "nodes", ":", "if", "node", ".", "ID", "==", "str", "(", "ID", ")", ":", "return", "node", "return", "None" ]

28.571429

0.009709

def nunique(self, dropna=True): """ Return number of unique elements in the group. """ ids, _, _ = self.grouper.group_info val = self.obj.get_values() try: sorter = np.lexsort((val, ids)) except TypeError: # catches object dtypes msg = '...

[ "def", "nunique", "(", "self", ",", "dropna", "=", "True", ")", ":", "ids", ",", "_", ",", "_", "=", "self", ".", "grouper", ".", "group_info", "val", "=", "self", ".", "obj", ".", "get_values", "(", ")", "try", ":", "sorter", "=", "np", ".", "...

32.017857

0.001623

def data(self, profile_data): """Set data for the widget. :param profile_data: profile data. :type profile_data: dict It will replace the previous data. """ default_profile = generate_default_profile() self.clear() for hazard in sorted(default_profile.ke...

[ "def", "data", "(", "self", ",", "profile_data", ")", ":", "default_profile", "=", "generate_default_profile", "(", ")", "self", ".", "clear", "(", ")", "for", "hazard", "in", "sorted", "(", "default_profile", ".", "keys", "(", ")", ")", ":", "classificati...

51.439394

0.000578

def get_final_freq(approx, m1, m2, s1z, s2z): """ Returns the LALSimulation function which evaluates the final (highest) frequency for a given approximant using given template parameters. NOTE: TaylorTx and TaylorFx are currently all given an ISCO cutoff !! Parameters ---------- approx ...

[ "def", "get_final_freq", "(", "approx", ",", "m1", ",", "m2", ",", "s1z", ",", "s2z", ")", ":", "lalsim_approx", "=", "lalsimulation", ".", "GetApproximantFromString", "(", "approx", ")", "return", "_vec_get_final_freq", "(", "lalsim_approx", ",", "m1", ",", ...

34.074074

0.001057

def create(self, fail_on_found=False, force_on_exists=False, **kwargs): """Create a notification template. All required configuration-related fields (required according to notification_type) must be provided. There are two types of notification template creation: isolatedly cre...

[ "def", "create", "(", "self", ",", "fail_on_found", "=", "False", ",", "force_on_exists", "=", "False", ",", "*", "*", "kwargs", ")", ":", "config_item", "=", "self", ".", "_separate", "(", "kwargs", ")", "jt_id", "=", "kwargs", ".", "pop", "(", "'job_...

49.615385

0.002432

def set_model_version(model, version): """ Sets the version of the ONNX model. :param model: instance of an ONNX model :param version: integer containing the version of the model Example: :: from onnxmltools.utils import set_model_version onnx_model = load_model("SqueezeNet.on...

[ "def", "set_model_version", "(", "model", ",", "version", ")", ":", "if", "model", "is", "None", "or", "not", "isinstance", "(", "model", ",", "onnx_proto", ".", "ModelProto", ")", ":", "raise", "ValueError", "(", "\"Model is not a valid ONNX model.\"", ")", "...

33.210526

0.001541

def tag_dssp_data(assembly, loop_assignments=(' ', 'B', 'S', 'T')): """Adds output data from DSSP to an Assembly. A dictionary will be added to the `tags` dictionary of each residue called `dssp_data`, which contains the secondary structure definition, solvent accessibility phi and psi values from ...

[ "def", "tag_dssp_data", "(", "assembly", ",", "loop_assignments", "=", "(", "' '", ",", "'B'", ",", "'S'", ",", "'T'", ")", ")", ":", "dssp_out", "=", "run_dssp", "(", "assembly", ".", "pdb", ",", "path", "=", "False", ")", "dssp_data", "=", "extract_a...

39.390244

0.001208

def present(name, skip_translate=None, ignore_collisions=False, validate_ip_addrs=True, containers=None, reconnect=True, **kwargs): ''' .. versionchanged:: 2018.3.0 Support added for network configuration options other than ``driver...

[ "def", "present", "(", "name", ",", "skip_translate", "=", "None", ",", "ignore_collisions", "=", "False", ",", "validate_ip_addrs", "=", "True", ",", "containers", "=", "None", ",", "reconnect", "=", "True", ",", "*", "*", "kwargs", ")", ":", "ret", "="...

39.893216

0.000645

def with_rule(self, rule): """ Adds validation rule to this schema. This method returns reference to this exception to implement Builder pattern to chain additional calls. :param rule: a validation rule to be added. :return: this validation schema. """ ...

[ "def", "with_rule", "(", "self", ",", "rule", ")", ":", "self", ".", "rules", "=", "self", ".", "rules", "if", "self", ".", "rules", "!=", "None", "else", "[", "]", "self", ".", "rules", ".", "append", "(", "rule", ")", "return", "self" ]

29.428571

0.009412

def autohelp_directive(dirname, arguments, options, content, lineno, content_offset, block_text, state, state_machine): """produces rst from nose help""" config = Config(parserClass=OptBucket, plugins=BuiltinPluginManager()) parser = config.getParser(TestProgram.us...

[ "def", "autohelp_directive", "(", "dirname", ",", "arguments", ",", "options", ",", "content", ",", "lineno", ",", "content_offset", ",", "block_text", ",", "state", ",", "state_machine", ")", ":", "config", "=", "Config", "(", "parserClass", "=", "OptBucket",...

39.965517

0.001685

def topsort(graph): """ For the given graph, returns a list of nodes in topological order In py3 the behaviour of this function differs from py2, the resulting order will change with every execution in py3 while in py2 the order stays the same :param graph: :return: """ count = defa...

[ "def", "topsort", "(", "graph", ")", ":", "count", "=", "defaultdict", "(", "int", ")", "for", "feature", ",", "node", "in", "graph", ".", "items", "(", ")", ":", "for", "target", "in", "node", ":", "count", "[", "target", "]", "+=", "1", "# conver...

32.961538

0.001134

def update_parser(parser): """Update the parser object for the shell. Arguments: parser: An instance of argparse.ArgumentParser. """ def __stdin(s): if s is None: return None if s == '-': return sys.stdin return open(s, 'r', encoding = 'utf8') ...

[ "def", "update_parser", "(", "parser", ")", ":", "def", "__stdin", "(", "s", ")", ":", "if", "s", "is", "None", ":", "return", "None", "if", "s", "==", "'-'", ":", "return", "sys", ".", "stdin", "return", "open", "(", "s", ",", "'r'", ",", "encod...

32.607143

0.041489

def delete_alert(self, email, alert_id): """ delete user alert """ data = {'email': email, 'alert_id': alert_id} return self.api_delete('alert', data)

[ "def", "delete_alert", "(", "self", ",", "email", ",", "alert_id", ")", ":", "data", "=", "{", "'email'", ":", "email", ",", "'alert_id'", ":", "alert_id", "}", "return", "self", ".", "api_delete", "(", "'alert'", ",", "data", ")" ]

28.571429

0.009709

def network_interface_get(name, resource_group, **kwargs): ''' .. versionadded:: 2019.2.0 Get details about a specific network interface. :param name: The name of the network interface to query. :param resource_group: The resource group name assigned to the network interface. CLI Exa...

[ "def", "network_interface_get", "(", "name", ",", "resource_group", ",", "*", "*", "kwargs", ")", ":", "netconn", "=", "__utils__", "[", "'azurearm.get_client'", "]", "(", "'network'", ",", "*", "*", "kwargs", ")", "try", ":", "nic", "=", "netconn", ".", ...

27.533333

0.00117

def cmd(command, *args, **kwargs): ''' run commands from __proxy__ :mod:`salt.proxy.onyx<salt.proxy.onyx>` command function from `salt.proxy.onyx` to run args positional args to pass to `command` function kwargs key word arguments to pass to `command` function .. ...

[ "def", "cmd", "(", "command", ",", "*", "args", ",", "*", "*", "kwargs", ")", ":", "proxy_prefix", "=", "__opts__", "[", "'proxy'", "]", "[", "'proxytype'", "]", "proxy_cmd", "=", "'.'", ".", "join", "(", "[", "proxy_prefix", ",", "command", "]", ")"...

27.827586

0.001198

def resize_image(image, height, width, channels=None, resize_mode=None ): """ Resizes an image and returns it as a np.array Arguments: image -- a PIL.Image or numpy.ndarray height -- height of new image width -- width of new image Keyword Ar...

[ "def", "resize_image", "(", "image", ",", "height", ",", "width", ",", "channels", "=", "None", ",", "resize_mode", "=", "None", ")", ":", "if", "resize_mode", "is", "None", ":", "resize_mode", "=", "'squash'", "if", "resize_mode", "not", "in", "[", "'cr...

41.878378

0.001576

def romanize(text: str, engine: str = "royin") -> str: """ Rendering Thai words in the Latin alphabet or "romanization", using the Royal Thai General System of Transcription (RTGS), which is the official system published by the Royal Institute of Thailand. ถอดเสียงภาษาไทยเป็นอักษรละติน :param st...

[ "def", "romanize", "(", "text", ":", "str", ",", "engine", ":", "str", "=", "\"royin\"", ")", "->", "str", ":", "if", "not", "text", "or", "not", "isinstance", "(", "text", ",", "str", ")", ":", "return", "\"\"", "if", "engine", "==", "\"thai2rom\"",...

43.25

0.002262

def plot_chain(sampler, p=None, **kwargs): """Generate a diagnostic plot of the sampler chains. Parameters ---------- sampler : `emcee.EnsembleSampler` Sampler containing the chains to be plotted. p : int (optional) Index of the parameter to plot. If omitted, all chains are plotted....

[ "def", "plot_chain", "(", "sampler", ",", "p", "=", "None", ",", "*", "*", "kwargs", ")", ":", "if", "p", "is", "None", ":", "npars", "=", "sampler", ".", "chain", ".", "shape", "[", "-", "1", "]", "for", "pp", "in", "six", ".", "moves", ".", ...

28

0.001279

def fill(self,*args): '''Sets a fill color, applying it to new paths.''' self._fillcolor = self.color(*args) return self._fillcolor

[ "def", "fill", "(", "self", ",", "*", "args", ")", ":", "self", ".", "_fillcolor", "=", "self", ".", "color", "(", "*", "args", ")", "return", "self", ".", "_fillcolor" ]

38

0.019355

def check_intraday(estimate, returns, positions, transactions): """ Logic for checking if a strategy is intraday and processing it. Parameters ---------- estimate: boolean or str, optional Approximate returns for intraday strategies. See description in tears.create_full_tear_sheet. ...

[ "def", "check_intraday", "(", "estimate", ",", "returns", ",", "positions", ",", "transactions", ")", ":", "if", "estimate", "==", "'infer'", ":", "if", "positions", "is", "not", "None", "and", "transactions", "is", "not", "None", ":", "if", "detect_intraday...

36.818182

0.000601

def file_delete(context, id, file_id): """file_delete(context, id, path) Delete a job file >>> dcictl job-delete-file [OPTIONS] :param string id: ID of the job to delete file [required] :param string file_id: ID for the file to delete [required] """ dci_file.delete(context, id=file_id) ...

[ "def", "file_delete", "(", "context", ",", "id", ",", "file_id", ")", ":", "dci_file", ".", "delete", "(", "context", ",", "id", "=", "file_id", ")", "result", "=", "dci_file", ".", "delete", "(", "context", ",", "id", "=", "file_id", ")", "utils", "...

31

0.00241

def get_record_status(recid): """ Returns the current status of the record, i.e. current restriction to apply for newly submitted comments, and current commenting round. The restriction to apply can be found in the record metadata, in field(s) defined by config CFG_WEBCOMMENT_RESTRICTION_DATAFIELD....

[ "def", "get_record_status", "(", "recid", ")", ":", "collections_with_rounds", "=", "CFG_WEBCOMMENT_ROUND_DATAFIELD", ".", "keys", "(", ")", "commenting_round", "=", "\"\"", "for", "collection", "in", "collections_with_rounds", ":", "# Find the first collection defines roun...

39.282609

0.00216

def get_global_config(*args): '''Get (a subset of) the global configuration. If no arguments are provided, returns the entire configuration. Otherwise, start with the entire configuration, and get the item named by the first parameter; then search that for the second parameter; and so on. :par...

[ "def", "get_global_config", "(", "*", "args", ")", ":", "global", "_config_cache", "c", "=", "_config_cache", "if", "c", "is", "None", ":", "if", "len", "(", "args", ")", "==", "0", ":", "args", "=", "(", "None", ",", ")", "raise", "KeyError", "(", ...

29.045455

0.001515

def request_announcement_view(request): """The request announcement page.""" if request.method == "POST": form = AnnouncementRequestForm(request.POST) logger.debug(form) logger.debug(form.data) if form.is_valid(): teacher_objs = form.cleaned_data["teachers_requested"...

[ "def", "request_announcement_view", "(", "request", ")", ":", "if", "request", ".", "method", "==", "\"POST\"", ":", "form", "=", "AnnouncementRequestForm", "(", "request", ".", "POST", ")", "logger", ".", "debug", "(", "form", ")", "logger", ".", "debug", ...

39.46

0.001484

def set_computer_desc(desc): ''' Set PRETTY_HOSTNAME value stored in /etc/machine-info This will create the file if it does not exist. If it is unable to create or modify this file returns False. :param str desc: The computer description :return: False on failure. True if successful. CLI E...

[ "def", "set_computer_desc", "(", "desc", ")", ":", "desc", "=", "salt", ".", "utils", ".", "stringutils", ".", "to_unicode", "(", "desc", ")", ".", "replace", "(", "'\"'", ",", "r'\\\"'", ")", ".", "replace", "(", "'\\n'", ",", "r'\\n'", ")", ".", "r...

34.693878

0.001144