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 _set_rules(self, group, rules): """Implementation detail""" group.clear() for rule in rules: self._add_rule(group, *rule) self.invalidate()	[ "def", "_set_rules", "(", "self", ",", "group", ",", "rules", ")", ":", "group", ".", "clear", "(", ")", "for", "rule", "in", "rules", ":", "self", ".", "_add_rule", "(", "group", ",", "*", "rule", ")", "self", ".", "invalidate", "(", ")" ]	22.75	0.010582
def replace_unicode(cls, replacement_string): """This method will iterate over every character in ``replacement_string`` and see if it mathces any of the unicode codepoints that we recognize. If it does then it will replace that codepoint with an image just like ``replace``. NOT...	[ "def", "replace_unicode", "(", "cls", ",", "replacement_string", ")", ":", "e", "=", "cls", "(", ")", "output", "=", "[", "]", "surrogate_character", "=", "None", "if", "settings", ".", "EMOJI_REPLACE_HTML_ENTITIES", ":", "replacement_string", "=", "cls", ".",...	37.22	0.001047
def xresnet50_2(pretrained=False, kwargs): """Constructs a XResNet-50 model. Args: pretrained (bool): If True, returns a model pre-trained on ImageNet """ model = XResNet(Bottleneck, [3, 4, 6, 3], kwargs) if pretrained: model.load_state_dict(model_zoo.load_url(model_urls['xresnet50'])) ...	[ "def", "xresnet50_2", "(", "pretrained", "=", "False", ",", "", "", "kwargs", ")", ":", "model", "=", "XResNet", "(", "Bottleneck", ",", "[", "3", ",", "4", ",", "6", ",", "3", "]", ",", "", "", "kwargs", ")", "if", "pretrained", ":", "model"...	36.444444	0.008929
def init_group(self, group, chunk_size, compression=None, compression_opts=None): """Initializes a HDF5 group compliant with the stored data. This method creates the datasets 'items', 'labels', 'features' and 'index' and leaves them empty. :param h5py.Group group: Th...	[ "def", "init_group", "(", "self", ",", "group", ",", "chunk_size", ",", "compression", "=", "None", ",", "compression_opts", "=", "None", ")", ":", "create_index", "(", "group", ",", "chunk_size", ")", "self", ".", "_entries", "[", "'items'", "]", ".", "...	40.171429	0.002083
def myself(self): """ Return a :class:`Context` referring to the current process. """ return self.context_class( router=self, context_id=mitogen.context_id, name='self', )	[ "def", "myself", "(", "self", ")", ":", "return", "self", ".", "context_class", "(", "router", "=", "self", ",", "context_id", "=", "mitogen", ".", "context_id", ",", "name", "=", "'self'", ",", ")" ]	26.555556	0.008097
def open_file(filename, mode='r', encoding=None, errors='strict', lazy=False, atomic=False): """This is similar to how the :class:`File` works but for manual usage. Files are opened non lazy by default. This can open regular files as well as stdin/stdout if ``'-'`` is passed. If stdin/s...	[ "def", "open_file", "(", "filename", ",", "mode", "=", "'r'", ",", "encoding", "=", "None", ",", "errors", "=", "'strict'", ",", "lazy", "=", "False", ",", "atomic", "=", "False", ")", ":", "if", "lazy", ":", "return", "LazyFile", "(", "filename", ",...	41.967742	0.001503
def loadTex(self,name,category): """ Loads the texture of the given name and category. All textures currently must be PNG files, although support for more formats may be added soon. If the texture cannot be found, a missing texture will instead be returned. See :py:meth...	[ "def", "loadTex", "(", "self", ",", "name", ",", "category", ")", ":", "try", ":", "img", "=", "pyglet", ".", "image", ".", "load", "(", "self", ".", "resourceNameToPath", "(", "name", ",", "\".png\"", ")", ")", "except", "FileNotFoundError", ":", "img...	54.735294	0.014784
def createEditor(self, delegate, parent, option): """ Creates a ChoiceCtiEditor. For the parameters see the AbstractCti constructor documentation. """ return FontChoiceCtiEditor(self, delegate, parent=parent)	[ "def", "createEditor", "(", "self", ",", "delegate", ",", "parent", ",", "option", ")", ":", "return", "FontChoiceCtiEditor", "(", "self", ",", "delegate", ",", "parent", "=", "parent", ")" ]	48	0.008197
def load_commodities(self): """ Load the commodities for Amounts in this object. """ if isinstance(self.amount, Amount): self.amount = Amount("{0:.8f} {1}".format(self.amount.to_double(), self.currency)) else: self.amount = Amount("{0:.8f} {1}".format(self...	[ "def", "load_commodities", "(", "self", ")", ":", "if", "isinstance", "(", "self", ".", "amount", ",", "Amount", ")", ":", "self", ".", "amount", "=", "Amount", "(", "\"{0:.8f} {1}\"", ".", "format", "(", "self", ".", "amount", ".", "to_double", "(", "...	42.125	0.011628
def find_dependencies(self, depslock_file_path, property_validate=True, deps_content=None): """ Find all dependencies by package :param depslock_file_path: :param property_validate: for `root` packages we need check property, bad if we find packages from `lock` file, :param deps_...	[ "def", "find_dependencies", "(", "self", ",", "depslock_file_path", ",", "property_validate", "=", "True", ",", "deps_content", "=", "None", ")", ":", "self", ".", "_raw", "=", "[", "x", "for", "x", "in", "self", ".", "_downloader", ".", "common_parser", "...	61.076923	0.009926
def _tree_line(self, no_type: bool = False) -> str: """Return the receiver's contribution to tree diagram.""" return super()._tree_line() + ("!" if self.presence else "")	[ "def", "_tree_line", "(", "self", ",", "no_type", ":", "bool", "=", "False", ")", "->", "str", ":", "return", "super", "(", ")", ".", "_tree_line", "(", ")", "+", "(", "\"!\"", "if", "self", ".", "presence", "else", "\"\"", ")" ]	61.333333	0.010753
def get_list(self, name, default=None): """Retrieves an environment variable as a list. Note that while implicit access of environment variables containing tuples will return tuples, using this method will coerce tuples to lists. Args: name (str): The case-insensiti...	[ "def", "get_list", "(", "self", ",", "name", ",", "default", "=", "None", ")", ":", "if", "name", "not", "in", "self", ":", "if", "default", "is", "not", "None", ":", "return", "default", "raise", "EnvironmentError", ".", "not_found", "(", "self", ".",...	36.333333	0.001986
def create(self, data): """Creates new entry in mongo database """ q = self.history.insert_one(data).inserted_id logging.debug(self.history.find_one({"_id":q}))	[ "def", "create", "(", "self", ",", "data", ")", ":", "q", "=", "self", ".", "history", ".", "insert_one", "(", "data", ")", ".", "inserted_id", "logging", ".", "debug", "(", "self", ".", "history", ".", "find_one", "(", "{", "\"_id\"", ":", "q", "}...	33.2	0.047059
def SvcDoRun(self) -> None: """ Called when the service is started. """ # No need to self.ReportServiceStatus(win32service.SERVICE_RUNNING); # that is done by the framework (see win32serviceutil.py). # Similarly, no need to report a SERVICE_STOP_PENDING on exit. #...	[ "def", "SvcDoRun", "(", "self", ")", "->", "None", ":", "# No need to self.ReportServiceStatus(win32service.SERVICE_RUNNING);", "# that is done by the framework (see win32serviceutil.py).", "# Similarly, no need to report a SERVICE_STOP_PENDING on exit.", "# noinspection PyUnresolvedReferences...	46.043478	0.00185
def ckcov(ck, idcode, needav, level, tol, timsys, cover=None): """ Find the coverage window for a specified object in a specified CK file. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/ckcov_c.html :param ck: Name of CK file. :type ck: str :param idcode: ID code of object. :type ...	[ "def", "ckcov", "(", "ck", ",", "idcode", ",", "needav", ",", "level", ",", "tol", ",", "timsys", ",", "cover", "=", "None", ")", ":", "ck", "=", "stypes", ".", "stringToCharP", "(", "ck", ")", "idcode", "=", "ctypes", ".", "c_int", "(", "idcode", ...	36.194444	0.000747
def thaw_args(subparsers): """Add command line options for the thaw operation""" thaw_parser = subparsers.add_parser('thaw') thaw_parser.add_argument('--gpg-password-path', dest='gpg_pass_path', help='Vault path of GPG passphrase location') thaw_...	[ "def", "thaw_args", "(", "subparsers", ")", ":", "thaw_parser", "=", "subparsers", ".", "add_parser", "(", "'thaw'", ")", "thaw_parser", ".", "add_argument", "(", "'--gpg-password-path'", ",", "dest", "=", "'gpg_pass_path'", ",", "help", "=", "'Vault path of GPG p...	46.125	0.001328
def conn_aws(cred, crid): """Establish connection to AWS service.""" driver = get_driver(Provider.EC2) try: aws_obj = driver(cred['aws_access_key_id'], cred['aws_secret_access_key'], region=cred['aws_default_region']) except SSLError as e: ...	[ "def", "conn_aws", "(", "cred", ",", "crid", ")", ":", "driver", "=", "get_driver", "(", "Provider", ".", "EC2", ")", "try", ":", "aws_obj", "=", "driver", "(", "cred", "[", "'aws_access_key_id'", "]", ",", "cred", "[", "'aws_secret_access_key'", "]", ",...	40.5	0.002012
def open_graph(self, args): """open a vcg graph """ self._stream.write("%sgraph:{\n" % self._indent) self._inc_indent() self._write_attributes(GRAPH_ATTRS, args)	[ "def", "open_graph", "(", "self", ",", "", "", "args", ")", ":", "self", ".", "_stream", ".", "write", "(", "\"%sgraph:{\\n\"", "%", "self", ".", "_indent", ")", "self", ".", "_inc_indent", "(", ")", "self", ".", "_write_attributes", "(", "GRAPH_ATTRS"...	33.333333	0.009756
def detect_Concordia(dat_orig, s_freq, time, opts): """Spindle detection, experimental Concordia method. Similar to Moelle 2011 and Nir2011. Parameters ---------- dat_orig : ndarray (dtype='float') vector with the data for one channel s_freq : float sampling frequency opts :...	[ "def", "detect_Concordia", "(", "dat_orig", ",", "s_freq", ",", "time", ",", "opts", ")", ":", "dat_det", "=", "transform_signal", "(", "dat_orig", ",", "s_freq", ",", "'butter'", ",", "opts", ".", "det_butter", ")", "dat_det", "=", "transform_signal", "(", ...	35.375	0.000382
def with_respect_to(self): """ Returns a dict to use as a filter for ordering operations containing the original ``Meta.order_with_respect_to`` value if provided. If the field is a Generic Relation, the dict returned contains names and values for looking up the relation's...	[ "def", "with_respect_to", "(", "self", ")", ":", "try", ":", "name", "=", "self", ".", "order_with_respect_to", "value", "=", "getattr", "(", "self", ",", "name", ")", "except", "AttributeError", ":", "# No ``order_with_respect_to`` specified on the model.", "return...	42.8	0.002286
def normalized(beta, beta_list): """归一化函数 Keyword arguments: beta -- 当前文本行的beta值，float类型 beta_list -- 标题候选队列的beta队列，list类型 Return: result -- 归一化结果，区间【0，1】 """ if len(beta_list) <= 2: # beta_list元素小于等于2时，根据jiaccard相似度公式进行判定 ...	[ "def", "normalized", "(", "beta", ",", "beta_list", ")", ":", "if", "len", "(", "beta_list", ")", "<=", "2", ":", "# beta_list元素小于等于2时，根据jiaccard相似度公式进行判定", "return", "1", "try", ":", "result", "=", "(", "beta", "-", "min", "(", "beta_list", ")", ")", "/...	27.647059	0.002058
def get_user_id(username): """ Returns the user id to a given user name. Returns ``None`` if the user does not exist. :param username: User name. :type username: unicode :return: User id. :rtype: int """ uid = single_line_stdout('id -u {0}'.format(username), expected_errors=(1,), shell=...	[ "def", "get_user_id", "(", "username", ")", ":", "uid", "=", "single_line_stdout", "(", "'id -u {0}'", ".", "format", "(", "username", ")", ",", "expected_errors", "=", "(", "1", ",", ")", ",", "shell", "=", "False", ")", "return", "check_int", "(", "uid...	31.090909	0.008523
def _fill_sample_count(self, node): """Counts and fills sample counts inside call tree.""" node['sampleCount'] += sum( self._fill_sample_count(child) for child in node['children']) return node['sampleCount']	[ "def", "_fill_sample_count", "(", "self", ",", "node", ")", ":", "node", "[", "'sampleCount'", "]", "+=", "sum", "(", "self", ".", "_fill_sample_count", "(", "child", ")", "for", "child", "in", "node", "[", "'children'", "]", ")", "return", "node", "[", ...	47.8	0.00823
def df_numeric_column(min_value=0, max_value=1, num_rows=100): """Generate a numeric column with random data Args: min_value (float): Minimum value (default = 0) max_value (float): Maximum value (default = 1) num_rows (int): The number of rows to generate (default = 100)...	[ "def", "df_numeric_column", "(", "min_value", "=", "0", ",", "max_value", "=", "1", ",", "num_rows", "=", "100", ")", ":", "# Generate numeric column", "return", "pd", ".", "Series", "(", "np", ".", "random", ".", "uniform", "(", "min_value", ",", "max_val...	46.888889	0.002326
def draw_spectra(md, ds): """ Generate best-fit spectra for all the test objects Parameters ---------- md: model The Cannon spectral model ds: Dataset Dataset object Returns ------- best_fluxes: ndarray The best-fit test fluxes best_ivars: The ...	[ "def", "draw_spectra", "(", "md", ",", "ds", ")", ":", "coeffs_all", ",", "covs", ",", "scatters", ",", "red_chisqs", ",", "pivots", ",", "label_vector", "=", "model", ".", "model", "nstars", "=", "len", "(", "dataset", ".", "test_SNR", ")", "cannon_flux...	28.133333	0.010309
def meryl(args): """ %prog meryl folder Run meryl on Illumina reads. """ p = OptionParser(meryl.__doc__) p.add_option("-k", default=19, type="int", help="Kmer size") p.set_cpus() opts, args = p.parse_args(args) if len(args) != 1: sys.exit(not p.print_help()) folder, = ...	[ "def", "meryl", "(", "args", ")", ":", "p", "=", "OptionParser", "(", "meryl", ".", "__doc__", ")", "p", ".", "add_option", "(", "\"-k\"", ",", "default", "=", "19", ",", "type", "=", "\"int\"", ",", "help", "=", "\"Kmer size\"", ")", "p", ".", "se...	27.567568	0.001894
def save_file(self): """Saves the notebook to a file""" with open(self.write_file, 'w') as out_nb: json.dump(self.work_notebook, out_nb, indent=2)	[ "def", "save_file", "(", "self", ")", ":", "with", "open", "(", "self", ".", "write_file", ",", "'w'", ")", "as", "out_nb", ":", "json", ".", "dump", "(", "self", ".", "work_notebook", ",", "out_nb", ",", "indent", "=", "2", ")" ]	42.75	0.011494
def remove_specification(self, name): """ Remove a specification that matches a query parameter. No checks for the specified or any parameter are made regarding specification removing :param name: parameter name to remove :return: None """ if name in self.__specs: self.__specs.pop(name)	[ "def", "remove_specification", "(", "self", ",", "name", ")", ":", "if", "name", "in", "self", ".", "__specs", ":", "self", ".", "__specs", ".", "pop", "(", "name", ")" ]	32.777778	0.033003
def genty(target_cls): """ This decorator takes the information provided by @genty_dataset, @genty_dataprovider, and @genty_repeat and generates the corresponding test methods. :param target_cls: Test class whose test methods have been decorated. :type target_cls: `class` ""...	[ "def", "genty", "(", "target_cls", ")", ":", "tests", "=", "_expand_tests", "(", "target_cls", ")", "tests_with_datasets", "=", "_expand_datasets", "(", "tests", ")", "tests_with_datasets_and_repeats", "=", "_expand_repeats", "(", "tests_with_datasets", ")", "_add_new...	31.222222	0.001727
def _hm_form_message( self, thermostat_id, protocol, source, function, start, payload ): """Forms a message payload, excluding CRC""" if protocol == constants.HMV3_ID: start_low = (start & cons...	[ "def", "_hm_form_message", "(", "self", ",", "thermostat_id", ",", "protocol", ",", "source", ",", "function", ",", "start", ",", "payload", ")", ":", "if", "protocol", "==", "constants", ".", "HMV3_ID", ":", "start_low", "=", "(", "start", "&", "constants...	35.157895	0.002185
def _prepare_polib_files(files_dict, filename, languages, locale_root, po_files_path, header): """ Prepare polib file object for writing/reading from them. Create directories and write header if needed. For each language, ensure there's a translation file named "filename" in the...	[ "def", "_prepare_polib_files", "(", "files_dict", ",", "filename", ",", "languages", ",", "locale_root", ",", "po_files_path", ",", "header", ")", ":", "files_dict", "[", "filename", "]", "=", "{", "}", "for", "lang", "in", "languages", ":", "file_path", "="...	42.55	0.001149
def create(cls, cli, sp, ip_port, ip_address, netmask=None, v6_prefix_length=None, gateway=None, vlan_id=None): """ Creates a replication interface. :param cls: this class. :param cli: the rest cli. :param sp: `UnityStorageProcessor` object. Storage processor on w...	[ "def", "create", "(", "cls", ",", "cli", ",", "sp", ",", "ip_port", ",", "ip_address", ",", "netmask", "=", "None", ",", "v6_prefix_length", "=", "None", ",", "gateway", "=", "None", ",", "vlan_id", "=", "None", ")", ":", "req_body", "=", "cli", ".",...	48.344828	0.002098
def QA_fetch_get_globalfuture_list(ip=None, port=None): """[summary] Keyword Arguments: ip {[type]} -- [description] (default: {None}) port {[type]} -- [description] (default: {None}) 14 3 伦敦金属 LM 15 3 伦敦石油 IP 16 3 纽约商...	[ "def", "QA_fetch_get_globalfuture_list", "(", "ip", "=", "None", ",", "port", "=", "None", ")", ":", "global", "extension_market_list", "extension_market_list", "=", "QA_fetch_get_extensionmarket_list", "(", ")", "if", "extension_market_list", "is", "None", "else", "e...	36.04	0.002162
def itemByPath( self, path, includeRoot = False ): """ Loads the items for the given path. :param path \| <str> includeRoot \| <bool> """ sep = self.separator() path = nativestring(path).strip(sep) if ( not path ): ...	[ "def", "itemByPath", "(", "self", ",", "path", ",", "includeRoot", "=", "False", ")", ":", "sep", "=", "self", ".", "separator", "(", ")", "path", "=", "nativestring", "(", "path", ")", ".", "strip", "(", "sep", ")", "if", "(", "not", "path", ")", ...	28.878788	0.02335
def get_parent_ps(self): """ Return a :class:`ParameterSet` of all Parameters in the same :class:`phoebe.frontend.bundle.Bundle` which share the same meta-tags (except qualifier, twig, uniquetwig) :return: the parent :class:`ParameterSet` """ if self._bundle is N...	[ "def", "get_parent_ps", "(", "self", ")", ":", "if", "self", ".", "_bundle", "is", "None", ":", "return", "None", "metawargs", "=", "{", "k", ":", "v", "for", "k", ",", "v", "in", "self", ".", "meta", ".", "items", "(", ")", "if", "k", "not", "...	34.857143	0.00998
def create_volume(self, name=None, driver=None, driver_opts=None, labels=None): """ Create and register a named volume Args: name (str): Name of the volume driver (str): Name of the driver used to create the volume driver_opts (dict): Dr...	[ "def", "create_volume", "(", "self", ",", "name", "=", "None", ",", "driver", "=", "None", ",", "driver_opts", "=", "None", ",", "labels", "=", "None", ")", ":", "url", "=", "self", ".", "_url", "(", "'/volumes/create'", ")", "if", "driver_opts", "is",...	34.254902	0.001669
def send_signal_to_gdb(self, signal_input): """Send signal name (case insensitive) or number to gdb subprocess gdbmi.send_signal_to_gdb(2) # valid gdbmi.send_signal_to_gdb('sigint') # also valid gdbmi.send_signal_to_gdb('SIGINT') # also valid raises ValueError if signal_input...	[ "def", "send_signal_to_gdb", "(", "self", ",", "signal_input", ")", ":", "try", ":", "signal", "=", "int", "(", "signal_input", ")", "except", "Exception", ":", "signal", "=", "SIGNAL_NAME_TO_NUM", ".", "get", "(", "signal_input", ".", "upper", "(", ")", "...	36.44	0.002139
def explode(self): """ Try to resolve each timeperiod :return: None """ for t_id in self.items: timeperiod = self.items[t_id] timeperiod.explode()	[ "def", "explode", "(", "self", ")", ":", "for", "t_id", "in", "self", ".", "items", ":", "timeperiod", "=", "self", ".", "items", "[", "t_id", "]", "timeperiod", ".", "explode", "(", ")" ]	22.555556	0.009479
def json(func): "Decorator to make JSON views simpler" def wrapper(self, request, args, kwargs): try: response = { "success": True, "data": func(self, request, args, **kwargs) } except GargoyleException, exc: response = { ...	[ "def", "json", "(", "func", ")", ":", "def", "wrapper", "(", "self", ",", "request", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "try", ":", "response", "=", "{", "\"success\"", ":", "True", ",", "\"data\"", ":", "func", "(", "self", ","...	30.5	0.000993
def check_env_cache(opts, env_cache): ''' Returns cached env names, if present. Otherwise returns None. ''' if not os.path.isfile(env_cache): return None try: with salt.utils.files.fopen(env_cache, 'rb') as fp_: log.trace('Returning env cache data from %s', env_cache) ...	[ "def", "check_env_cache", "(", "opts", ",", "env_cache", ")", ":", "if", "not", "os", ".", "path", ".", "isfile", "(", "env_cache", ")", ":", "return", "None", "try", ":", "with", "salt", ".", "utils", ".", "files", ".", "fopen", "(", "env_cache", ",...	33.571429	0.00207
def getImage(path, dockerfile, tag): '''Check if an image with a given tag exists. If not, build an image from using a given dockerfile in a given path, tagging it with a given tag. No extra side effects. Handles and reraises BuildError, TypeError, and APIError exceptions. ''' image = getImageBy...	[ "def", "getImage", "(", "path", ",", "dockerfile", ",", "tag", ")", ":", "image", "=", "getImageByTag", "(", "tag", ")", "if", "not", "image", ":", "# Build an Image using the dockerfile in the path", "try", ":", "image", "=", "client", ".", "images", ".", "...	33.259259	0.001082
def addGene( self, gene_id, gene_label, gene_type=None, gene_description=None ): ''' genes are classes ''' if gene_type is None: gene_type = self.globaltt['gene'] self.model.addClassToGraph(gene_id, gene_label, gene_type, gene_description) return	[ "def", "addGene", "(", "self", ",", "gene_id", ",", "gene_label", ",", "gene_type", "=", "None", ",", "gene_description", "=", "None", ")", ":", "if", "gene_type", "is", "None", ":", "gene_type", "=", "self", ".", "globaltt", "[", "'gene'", "]", "self", ...	33.222222	0.013029
def listdir(self, folder_id='me/skydrive', limit=None, offset=None): 'Get OneDrive object representing list of objects in a folder.' return self(self._api_url_join(folder_id, 'files'), dict(limit=limit, offset=offset))	[ "def", "listdir", "(", "self", ",", "folder_id", "=", "'me/skydrive'", ",", "limit", "=", "None", ",", "offset", "=", "None", ")", ":", "return", "self", "(", "self", ".", "_api_url_join", "(", "folder_id", ",", "'files'", ")", ",", "dict", "(", "limit...	73.333333	0.022523
def to_frame(self, frame, current_frame=None, **kwargs): """ TODO: Parameters ---------- frame : `gala.potential.CFrameBase` The frame to transform to. current_frame : `gala.potential.CFrameBase` (optional) If the Orbit has no associated Hamiltoni...	[ "def", "to_frame", "(", "self", ",", "frame", ",", "current_frame", "=", "None", ",", "", "", "kwargs", ")", ":", "kw", "=", "kwargs", ".", "copy", "(", ")", "# TODO: need a better way to do this!", "from", ".", ".", "potential", ".", "frame", ".", "bu...	31.125	0.001947
def get(self, path, auth=None, **kwargs): """ Manually make a GET request. :param str path: relative url of the request (e.g. `/users/username`) :param auth.Authentication auth: authentication object :param kwargs dict: Extra arguments for the request, as supported by the ...	[ "def", "get", "(", "self", ",", "path", ",", "auth", "=", "None", ",", "", "", "kwargs", ")", ":", "return", "self", ".", "_check_ok", "(", "self", ".", "_get", "(", "path", ",", "auth", "=", "auth", ",", "", "", "kwargs", ")", ")" ]	50.916667	0.008039
def chart(self, x=None, y=None, chart_type=None, opts=None, style=None, label=None, options={}, kwargs): """ Get a chart """ try: self.chart_obj = self._chart(x, y, chart_type, opts, style, label, options=options, kwargs) except Exception as e: self.err(e, self.chart, "Can not create...	[ "def", "chart", "(", "self", ",", "x", "=", "None", ",", "y", "=", "None", ",", "chart_type", "=", "None", ",", "opts", "=", "None", ",", "style", "=", "None", ",", "label", "=", "None", ",", "options", "=", "{", "}", ",", "", "", "kwargs", ...	31.9	0.045732
def find_executable(name, names=None, required=True): """Utility function to find an executable in PATH name: program to find. Use given value if absolute path names: list of additional names. For instance >>> find_executable('sed', names=['gsed']) required: If True, then the function raises a...	[ "def", "find_executable", "(", "name", ",", "names", "=", "None", ",", "required", "=", "True", ")", ":", "path_from_env", "=", "os", ".", "environ", ".", "get", "(", "name", ".", "upper", "(", ")", ")", "if", "path_from_env", "is", "not", "None", ":...	32.814815	0.001096
def add_info_to_exception(err: Exception, info: Dict) -> None: """ Adds an information dictionary to an exception. See http://stackoverflow.com/questions/9157210/how-do-i-raise-the-same-exception-with-a-custom-message-in-python Args: err: the exception to be modified info: ...	[ "def", "add_info_to_exception", "(", "err", ":", "Exception", ",", "info", ":", "Dict", ")", "->", "None", ":", "# noqa", "if", "not", "err", ".", "args", ":", "err", ".", "args", "=", "(", "''", ",", ")", "err", ".", "args", "+=", "(", "info", "...	29.785714	0.002326
def _init_proc(self): """Start processes if not already started""" if not self.proc: self.proc = [ mp.Process(target=self._proc_loop, args=(i, self.alive, self.queue, self.fn)) for i in range(self.num_proc) ] self.alive.value = True ...	[ "def", "_init_proc", "(", "self", ")", ":", "if", "not", "self", ".", "proc", ":", "self", ".", "proc", "=", "[", "mp", ".", "Process", "(", "target", "=", "self", ".", "_proc_loop", ",", "args", "=", "(", "i", ",", "self", ".", "alive", ",", "...	36.5	0.008021
def set_commission(self, us_equities=None, us_futures=None): """Sets the commission models for the simulation. Parameters ---------- us_equities : EquityCommissionModel The commission model to use for trading US equities. us_futures : FutureCommissionModel ...	[ "def", "set_commission", "(", "self", ",", "us_equities", "=", "None", ",", "us_futures", "=", "None", ")", ":", "if", "self", ".", "initialized", ":", "raise", "SetCommissionPostInit", "(", ")", "if", "us_equities", "is", "not", "None", ":", "if", "Equity...	38.944444	0.001392
def _check_cpd_inputs(X, rank): """Checks that inputs to optimization function are appropriate. Parameters ---------- X : ndarray Tensor used for fitting CP decomposition. rank : int Rank of low rank decomposition. Raises ------ ValueError: If inputs are not suited for ...	[ "def", "_check_cpd_inputs", "(", "X", ",", "rank", ")", ":", "if", "X", ".", "ndim", "<", "3", ":", "raise", "ValueError", "(", "\"Array with X.ndim > 2 expected.\"", ")", "if", "rank", "<=", "0", "or", "not", "isinstance", "(", "rank", ",", "int", ")", ...	27.722222	0.001938
def plus(self, a): """ Add. """ return Vector(self.x+a.x, self.y+a.y, self.z+a.z)	[ "def", "plus", "(", "self", ",", "a", ")", ":", "return", "Vector", "(", "self", ".", "x", "+", "a", ".", "x", ",", "self", ".", "y", "+", "a", ".", "y", ",", "self", ".", "z", "+", "a", ".", "z", ")" ]	31.666667	0.020619
def resources(self, type_=None, title=None, **kwargs): """Query for resources limited by either type and/or title or query. This will yield a Resources object for every returned resource. :param type_: (Optional) The resource type. This can be any resource type referenced in\ ...	[ "def", "resources", "(", "self", ",", "type_", "=", "None", ",", "title", "=", "None", ",", "", "", "kwargs", ")", ":", "path", "=", "None", "if", "type_", "is", "not", "None", ":", "type_", "=", "self", ".", "_normalize_resource_type", "(", "type_...	39.731707	0.002397
def curve_to(self, x, y, x2, y2, x3, y3): """draw a curve. (x2, y2) is the middle point of the curve""" self._add_instruction("curve_to", x, y, x2, y2, x3, y3)	[ "def", "curve_to", "(", "self", ",", "x", ",", "y", ",", "x2", ",", "y2", ",", "x3", ",", "y3", ")", ":", "self", ".", "_add_instruction", "(", "\"curve_to\"", ",", "x", ",", "y", ",", "x2", ",", "y2", ",", "x3", ",", "y3", ")" ]	57.666667	0.011429
def _allocate_from_v6_subnet(self, context, net_id, subnet, port_id, reuse_after, ip_address=None, **kwargs): """This attempts to allocate v6 addresses as per RFC2462 and RFC3041. To accomodate this, we effectively treat all v6 assignmen...	[ "def", "_allocate_from_v6_subnet", "(", "self", ",", "context", ",", "net_id", ",", "subnet", ",", "port_id", ",", "reuse_after", ",", "ip_address", "=", "None", ",", "", "", "kwargs", ")", ":", "LOG", ".", "info", "(", "\"Attempting to allocate a v6 address...	48.561644	0.001106
def _get_def_class(self, class_obj, member_name): """ Return the class object in MRO order that defines a member. class_obj: Class object that exposes (but not necessarily defines) the member. I.e. starting point of the search. member_name: Name of the member (method or attri...	[ "def", "_get_def_class", "(", "self", ",", "class_obj", ",", "member_name", ")", ":", "member_obj", "=", "getattr", "(", "class_obj", ",", "member_name", ")", "for", "def_class_obj", "in", "inspect", ".", "getmro", "(", "class_obj", ")", ":", "if", "member_n...	40.291667	0.00202
def _update_secondary_channels(self, p): """Given a process, this method updates the :attr:`~Process.secondary_channels` attribute with the corresponding secondary inputs of that channel. The rationale of the secondary channels is the following: - Start storing any secondar...	[ "def", "_update_secondary_channels", "(", "self", ",", "p", ")", ":", "# Check if the current process has a start of a secondary", "# side channel", "if", "p", ".", "link_start", ":", "logger", ".", "debug", "(", "\"[{}] Found secondary link start: {}\"", ".", "format", "...	44.910448	0.001301
def get_current_span(): """ Access current request context and extract current Span from it. :return: Return current span associated with the current request context. If no request context is present in thread local, or the context has no span, return None. """ # Check agains...	[ "def", "get_current_span", "(", ")", ":", "# Check against the old, ScopeManager-less implementation,", "# for backwards compatibility.", "context", "=", "RequestContextManager", ".", "current_context", "(", ")", "if", "context", "is", "not", "None", ":", "return", "context...	36.9375	0.00165
def concat(variables, dim='concat_dim', positions=None, shortcut=False): """Concatenate variables along a new or existing dimension. Parameters ---------- variables : iterable of Array Arrays to stack together. Each variable is expected to have matching dimensions and shape except for a...	[ "def", "concat", "(", "variables", ",", "dim", "=", "'concat_dim'", ",", "positions", "=", "None", ",", "shortcut", "=", "False", ")", ":", "variables", "=", "list", "(", "variables", ")", "if", "all", "(", "isinstance", "(", "v", ",", "IndexVariable", ...	45.142857	0.00062
def _apply_callables(self, acl, obj=None): """ Iterate over ACEs from :acl: and apply callable principals if any. Principals are passed 3 arguments on call: :ace: Single ACE object that looks like (action, callable, permission or [permission]) :request: C...	[ "def", "_apply_callables", "(", "self", ",", "acl", ",", "obj", "=", "None", ")", ":", "new_acl", "=", "[", "]", "for", "i", ",", "ace", "in", "enumerate", "(", "acl", ")", ":", "principal", "=", "ace", "[", "1", "]", "if", "six", ".", "callable"...	39.535714	0.001764
def get_mnl_point_est(orig_model_obj, new_df, boot_id_col, num_params, mnl_spec, mnl_names, mnl_init_vals, mnl_fit_kwargs): """ Calculates the MLE for the des...	[ "def", "get_mnl_point_est", "(", "orig_model_obj", ",", "new_df", ",", "boot_id_col", ",", "num_params", ",", "mnl_spec", ",", "mnl_names", ",", "mnl_init_vals", ",", "mnl_fit_kwargs", ")", ":", "# Get specification and name dictionaries for the mnl model, for the case", "#...	48.369048	0.000241
def table_is_subset_of(entries_a, entries_b): """Check that every key matched by every entry in one table results in the same route when checked against the other table. For example, the table:: >>> from rig.routing_table import Routes >>> table = [ ... RoutingTableEntry({Route...	[ "def", "table_is_subset_of", "(", "entries_a", ",", "entries_b", ")", ":", "# Determine which bits we don't need to explicitly test for", "common_xs", "=", "get_common_xs", "(", "entries_b", ")", "# For every entry in the first table", "for", "entry", "in", "expand_entries", ...	37.065934	0.000289
def __apply_mask(address_packed, mask_packed, nr_bytes): """ Perform a bitwise AND operation on all corresponding bytes between the mask and the provided address. Mask parts set to 0 will become 0 in the anonymized IP address as well :param bytes address_packed: Binary representation of the IP addre...	[ "def", "__apply_mask", "(", "address_packed", ",", "mask_packed", ",", "nr_bytes", ")", ":", "anon_packed", "=", "bytearray", "(", ")", "for", "i", "in", "range", "(", "0", ",", "nr_bytes", ")", ":", "anon_packed", ".", "append", "(", "ord", "(", "mask_p...	40.368421	0.001274
def reversals(series, left=False, right=False): """Iterate reversal points in the series. A reversal point is a point in the series at which the first derivative changes sign. Reversal is undefined at the first (last) point because the derivative before (after) this point is undefined. The first and th...	[ "def", "reversals", "(", "series", ",", "left", "=", "False", ",", "right", "=", "False", ")", ":", "series", "=", "iter", "(", "series", ")", "x_last", ",", "x", "=", "next", "(", "series", ")", ",", "next", "(", "series", ")", "d_last", "=", "(...	28.512821	0.00087
def native(self, value, context=None): """Convert the given string into a list of substrings.""" separator = self.separator.strip() if self.strip and hasattr(self.separator, 'strip') else self.separator value = super().native(value, context) if value is None: return self.cast() if hasattr(value, '...	[ "def", "native", "(", "self", ",", "value", ",", "context", "=", "None", ")", ":", "separator", "=", "self", ".", "separator", ".", "strip", "(", ")", "if", "self", ".", "strip", "and", "hasattr", "(", "self", ".", "separator", ",", "'strip'", ")", ...	31.333333	0.04475
def autocorrelation( data, name, maxlags=100, format='png', reflected=False, suffix='-acf', path='./', fontmap=None, new=True, last=True, rows=1, columns=1, num=1, verbose=1): """ Generate bar plot of the autocorrelation function for a series (usually an MCMC trace). :Arguments: data: P...	[ "def", "autocorrelation", "(", "data", ",", "name", ",", "maxlags", "=", "100", ",", "format", "=", "'png'", ",", "reflected", "=", "False", ",", "suffix", "=", "'-acf'", ",", "path", "=", "'./'", ",", "fontmap", "=", "None", ",", "new", "=", "True",...	28.727273	0.002379
def create(self, data): """Create a new component """ response = self.http.post(str(self), json=data, auth=self.auth) response.raise_for_status() return response.json()	[ "def", "create", "(", "self", ",", "data", ")", ":", "response", "=", "self", ".", "http", ".", "post", "(", "str", "(", "self", ")", ",", "json", "=", "data", ",", "auth", "=", "self", ".", "auth", ")", "response", ".", "raise_for_status", "(", ...	33.833333	0.009615
def max_ver(ver1, ver2): """Returns the greater version of two versions :param ver1: version string 1 :param ver2: version string 2 :return: the greater version of the two :rtype: :class:`VersionInfo` >>> import semver >>> semver.max_ver("1.0.0", "2.0.0") '2.0.0' """ cmp_res = ...	[ "def", "max_ver", "(", "ver1", ",", "ver2", ")", ":", "cmp_res", "=", "compare", "(", "ver1", ",", "ver2", ")", "if", "cmp_res", "==", "0", "or", "cmp_res", "==", "1", ":", "return", "ver1", "else", ":", "return", "ver2" ]	24.117647	0.002347
def numpy_formatter(_, vertices, codes=None): """`NumPy`_ style contour formatter. Contours are returned as a list of Nx2 arrays containing the x and y vertices of the contour line. For filled contours the direction of vertices matters: * CCW (ACW): The vertices give the exterior of a contour pol...	[ "def", "numpy_formatter", "(", "_", ",", "vertices", ",", "codes", "=", "None", ")", ":", "if", "codes", "is", "None", ":", "return", "vertices", "numpy_vertices", "=", "[", "]", "for", "vertices_", ",", "codes_", "in", "zip", "(", "vertices", ",", "co...	35	0.00107
def doc_includes_process(xmldoc, program): """ Return True if the process table in xmldoc includes entries for a program named program. """ return program in lsctables.ProcessTable.get_table(xmldoc).getColumnByName(u"program")	[ "def", "doc_includes_process", "(", "xmldoc", ",", "program", ")", ":", "return", "program", "in", "lsctables", ".", "ProcessTable", ".", "get_table", "(", "xmldoc", ")", ".", "getColumnByName", "(", "u\"program\"", ")" ]	37.666667	0.030303
def read_octet(self): """Read one byte, return as an integer""" self.bitcount = self.bits = 0 return unpack('B', self.input.read(1))[0]	[ "def", "read_octet", "(", "self", ")", ":", "self", ".", "bitcount", "=", "self", ".", "bits", "=", "0", "return", "unpack", "(", "'B'", ",", "self", ".", "input", ".", "read", "(", "1", ")", ")", "[", "0", "]" ]	39	0.012579
def get_radius_normal(lat_radians: float, ell: Ellipsoid = None) -> float: """ Compute normal radius of planetary body Parameters ---------- lat_radians : float latitude in radians ell : Ellipsoid, optional reference ellipsoid Returns ------- radius : float ...	[ "def", "get_radius_normal", "(", "lat_radians", ":", "float", ",", "ell", ":", "Ellipsoid", "=", "None", ")", "->", "float", ":", "if", "ell", "is", "None", ":", "ell", "=", "Ellipsoid", "(", ")", "a", "=", "ell", ".", "a", "b", "=", "ell", ".", ...	19.36	0.001969
def stats_evaluation(stats): """Generate an evaluation for the given pylint ``stats``.""" statement = stats.get('statement') error = stats.get('error', 0) warning = stats.get('warning', 0) refactor = stats.get('refactor', 0) convention = stats.get('convention', 0) if not statement or statem...	[ "def", "stats_evaluation", "(", "stats", ")", ":", "statement", "=", "stats", ".", "get", "(", "'statement'", ")", "error", "=", "stats", ".", "get", "(", "'error'", ",", "0", ")", "warning", "=", "stats", ".", "get", "(", "'warning'", ",", "0", ")",...	33.785714	0.002058
def _postback(self): """Perform PayPal Postback validation.""" return requests.post(self.get_endpoint(), data=b"cmd=_notify-validate&" + self.query.encode("ascii")).content	[ "def", "_postback", "(", "self", ")", ":", "return", "requests", ".", "post", "(", "self", ".", "get_endpoint", "(", ")", ",", "data", "=", "b\"cmd=_notify-validate&\"", "+", "self", ".", "query", ".", "encode", "(", "\"ascii\"", ")", ")", ".", "content"...	62	0.015957
def raftery_lewis(x, q, r, s=.95, epsilon=.001, verbose=1): """ Return the number of iterations needed to achieve a given precision. :Parameters: x : sequence Sampled series. q : float Quantile. r : float Accuracy requested for quantile. ...	[ "def", "raftery_lewis", "(", "x", ",", "q", ",", "r", ",", "s", "=", ".95", ",", "epsilon", "=", ".001", ",", "verbose", "=", "1", ")", ":", "if", "np", ".", "ndim", "(", "x", ")", ">", "1", ":", "return", "[", "raftery_lewis", "(", "y", ",",...	35.5875	0.002392
def execute(self, query, args, consistency): """ Execute a CQL query against the server. :param query: The CQL query to execute :type query: str. :param args: The arguments to substitute :type args: dict. :param consistency: The consistency level :type ...	[ "def", "execute", "(", "self", ",", "query", ",", "args", ",", "consistency", ")", ":", "prep_query", "=", "prepare", "(", "query", ",", "args", ")", "def", "_execute", "(", "client", ")", ":", "exec_d", "=", "client", ".", "execute_cql3_query", "(", "...	36.360656	0.001317
def create_cluster( self, parent, cluster_id, cluster, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None, ): """ Creates a cluster within an instance. Example: >>>...	[ "def", "create_cluster", "(", "self", ",", "parent", ",", "cluster_id", ",", "cluster", ",", "retry", "=", "google", ".", "api_core", ".", "gapic_v1", ".", "method", ".", "DEFAULT", ",", "timeout", "=", "google", ".", "api_core", ".", "gapic_v1", ".", "m...	41.607843	0.002301
def revert_timefactor(cls, values): """The inverse version of method \|Parameter.apply_timefactor\|. See the explanations on method Parameter.apply_timefactor\| to understand the following examples: .. testsetup:: >>> from hydpy import pub >>> del pub.timegrids ...	[ "def", "revert_timefactor", "(", "cls", ",", "values", ")", ":", "if", "cls", ".", "TIME", "is", "True", ":", "return", "values", "/", "cls", ".", "get_timefactor", "(", ")", "if", "cls", ".", "TIME", "is", "False", ":", "return", "values", "*", "cls...	27.75	0.002176
def _send(data): """Send data to the Clowder API. :param data: Dictionary of API data :type data: dict """ url = data.get('url', CLOWDER_API_URL) _validate_data(data) if api_key is not None: data['api_key'] = api_key if 'value' not in data: data['value'] = data.get('s...	[ "def", "_send", "(", "data", ")", ":", "url", "=", "data", ".", "get", "(", "'url'", ",", "CLOWDER_API_URL", ")", "_validate_data", "(", "data", ")", "if", "api_key", "is", "not", "None", ":", "data", "[", "'api_key'", "]", "=", "api_key", "if", "'va...	28.875	0.001047
def write_bytes(self, addr, buf): """Write many bytes to the specified device. buf is a bytearray""" assert self._device is not None, 'Bus must be opened before operations are made against it!' self._select_device(addr) self._device.write(buf)	[ "def", "write_bytes", "(", "self", ",", "addr", ",", "buf", ")", ":", "assert", "self", ".", "_device", "is", "not", "None", ",", "'Bus must be opened before operations are made against it!'", "self", ".", "_select_device", "(", "addr", ")", "self", ".", "_devic...	54.2	0.010909
def _get_scheduler(get=None, collection=None): """Determine the dask scheduler that is being used. None is returned if no dask scheduler is active. See also -------- dask.base.get_scheduler """ try: # dask 0.18.1 and later from dask.base import get_scheduler actual_...	[ "def", "_get_scheduler", "(", "get", "=", "None", ",", "collection", "=", "None", ")", ":", "try", ":", "# dask 0.18.1 and later", "from", "dask", ".", "base", "import", "get_scheduler", "actual_get", "=", "get_scheduler", "(", "get", ",", "collection", ")", ...	29.030303	0.00101
def calculate_frequencies(data, ndim: int, binnings, weights=None, dtype=None) -> Tuple[np.ndarray, np.ndarray, float]: """"Get frequencies and bin errors from the data (n-dimensional variant). Parameters ---------- data : array_like 2D array with ndim columns and row for each entry. ndim :...	[ "def", "calculate_frequencies", "(", "data", ",", "ndim", ":", "int", ",", "binnings", ",", "weights", "=", "None", ",", "dtype", "=", "None", ")", "->", "Tuple", "[", "np", ".", "ndarray", ",", "np", ".", "ndarray", ",", "float", "]", ":", "# TODO: ...	35.184211	0.002183
def set_stream_logger(log_level=logging.DEBUG, format_string=None, logger_name='smc'): """ Stream logger convenience function to log to console :param int log_level: A log level as specified in the `logging` module :param str format_string: Optional format string as specified in the `log...	[ "def", "set_stream_logger", "(", "log_level", "=", "logging", ".", "DEBUG", ",", "format_string", "=", "None", ",", "logger_name", "=", "'smc'", ")", ":", "if", "format_string", "is", "None", ":", "format_string", "=", "LOG_FORMAT", "logger", "=", "logging", ...	33.136364	0.017333
def _pinyin(words, style, heteronym, errors, strict=True): """ :param words: 经过分词处理后的字符串，只包含中文字符或只包含非中文字符，不存在混合的情况。 """ pys = [] # 初步过滤没有拼音的字符 if RE_HANS.match(words): pys = phrase_pinyin(words, style=style, heteronym=heteronym, errors=error...	[ "def", "_pinyin", "(", "words", ",", "style", ",", "heteronym", ",", "errors", ",", "strict", "=", "True", ")", ":", "pys", "=", "[", "]", "# 初步过滤没有拼音的字符", "if", "RE_HANS", ".", "match", "(", "words", ")", ":", "pys", "=", "phrase_pinyin", "(", "word...	28.6875	0.00211
def resample(self, indexer: Optional[Mapping[Hashable, str]] = None, skipna=None, closed: Optional[str] = None, label: Optional[str] = None, base: int = 0, keep_attrs: Optional[bool] = None, loffset=None, **indexer_kwargs: str): ...	[ "def", "resample", "(", "self", ",", "indexer", ":", "Optional", "[", "Mapping", "[", "Hashable", ",", "str", "]", "]", "=", "None", ",", "skipna", "=", "None", ",", "closed", ":", "Optional", "[", "str", "]", "=", "None", ",", "label", ":", "Optio...	43.129032	0.001279
def mass(self,R,z=None,t=0.,forceint=False): """ NAME: mass PURPOSE: evaluate the mass enclosed INPUT: R - Cylindrical Galactocentric radius (can be Quantity) z= (None) vertical height (can be Quantity) t - time (optional; can...	[ "def", "mass", "(", "self", ",", "R", ",", "z", "=", "None", ",", "t", "=", "0.", ",", "forceint", "=", "False", ")", ":", "if", "self", ".", "isNonAxi", ":", "raise", "NotImplementedError", "(", "'mass for non-axisymmetric potentials is not currently supporte...	34.960784	0.016912
def color(cls, value): """task value/score color""" index = bisect(cls.breakpoints, value) return colors.fg(cls.colors_[index])	[ "def", "color", "(", "cls", ",", "value", ")", ":", "index", "=", "bisect", "(", "cls", ".", "breakpoints", ",", "value", ")", "return", "colors", ".", "fg", "(", "cls", ".", "colors_", "[", "index", "]", ")" ]	37	0.013245
def _handleRenderResult(self, request, result): """ Handle the result from `IResource.render`. If the result is a `Deferred` then return `NOT_DONE_YET` and add a callback to write the result to the request when it arrives. """ def _requestFinished(result, cancel): ...	[ "def", "_handleRenderResult", "(", "self", ",", "request", ",", "result", ")", ":", "def", "_requestFinished", "(", "result", ",", "cancel", ")", ":", "cancel", "(", ")", "return", "result", "if", "not", "isinstance", "(", "result", ",", "Deferred", ")", ...	36.615385	0.002047
def next(self): ''' Return the next iteration by popping `chunk_size` from the left and appending `chunk_size` to the right if there's info on the file left to be read. ''' if self.__buffered is None: # Use floor division to force multiplier to an integer ...	[ "def", "next", "(", "self", ")", ":", "if", "self", ".", "__buffered", "is", "None", ":", "# Use floor division to force multiplier to an integer", "multiplier", "=", "self", ".", "__max_in_mem", "//", "self", ".", "__chunk_size", "self", ".", "__buffered", "=", ...	36.153846	0.002073
def segmentlistdict_fromsearchsummary_in(xmldoc, program = None): """ Convenience wrapper for a common case usage of the segmentlistdict class: searches the process table in xmldoc for occurances of a program named program, then scans the search summary table for matching process IDs and constructs a segmentlistd...	[ "def", "segmentlistdict_fromsearchsummary_in", "(", "xmldoc", ",", "program", "=", "None", ")", ":", "stbl", "=", "lsctables", ".", "SearchSummaryTable", ".", "get_table", "(", "xmldoc", ")", "ptbl", "=", "lsctables", ".", "ProcessTable", ".", "get_table", "(", ...	46.4	0.023944
def connection_from_promised_list(data_promise, args=None, kwargs): ''' A version of `connectionFromArray` that takes a promised array, and returns a promised connection. ''' return data_promise.then(lambda data: connection_from_list(data, args, kwargs))	[ "def", "connection_from_promised_list", "(", "data_promise", ",", "args", "=", "None", ",", "", "", "kwargs", ")", ":", "return", "data_promise", ".", "then", "(", "lambda", "data", ":", "connection_from_list", "(", "data", ",", "args", ",", "", "", "k...	45.5	0.010791
def run_scan(): """ show all available partitions """ all_disks = walk_data(sess, oid_hrStorageDescr, helper)[0] print "All available disks at: " + host for disk in all_disks: print "Disk: \t'" + disk + "'" quit()	[ "def", "run_scan", "(", ")", ":", "all_disks", "=", "walk_data", "(", "sess", ",", "oid_hrStorageDescr", ",", "helper", ")", "[", "0", "]", "print", "\"All available disks at: \"", "+", "host", "for", "disk", "in", "all_disks", ":", "print", "\"Disk: \\t'\"", ...	25.7	0.011278
def centroid_2dg(data, error=None, mask=None): """ Calculate the centroid of a 2D array by fitting a 2D Gaussian (plus a constant) to the array. Invalid values (e.g. NaNs or infs) in the ``data`` or ``error`` arrays are automatically masked. The mask for invalid values represents the combinati...	[ "def", "centroid_2dg", "(", "data", ",", "error", "=", "None", ",", "mask", "=", "None", ")", ":", "gfit", "=", "fit_2dgaussian", "(", "data", ",", "error", "=", "error", ",", "mask", "=", "mask", ")", "return", "np", ".", "array", "(", "[", "gfit"...	30.967742	0.00101
def _check_params(self): """Check validity of parameters and raise ValueError if not valid. """ self.n_estimators = int(self.n_estimators) if self.n_estimators <= 0: raise ValueError("n_estimators must be greater than 0 but " "was %r" % self.n_estimators)...	[ "def", "_check_params", "(", "self", ")", ":", "self", ".", "n_estimators", "=", "int", "(", "self", ".", "n_estimators", ")", "if", "self", ".", "n_estimators", "<=", "0", ":", "raise", "ValueError", "(", "\"n_estimators must be greater than 0 but \"", "\"was %...	42.416667	0.00128
def keras_tuples(stream, inputs=None, outputs=None): """Reformat data objects as keras-compatible tuples. For more detail: https://keras.io/models/model/#fit Parameters ---------- stream : iterable Stream of data objects. inputs : string or iterable of strings, None Keys to us...	[ "def", "keras_tuples", "(", "stream", ",", "inputs", "=", "None", ",", "outputs", "=", "None", ")", ":", "flatten_inputs", ",", "flatten_outputs", "=", "False", ",", "False", "if", "inputs", "and", "isinstance", "(", "inputs", ",", "six", ".", "string_type...	33.65	0.000481
def batch(self, num): """ Iterator returning results in batches. When making more general queries that might have larger results, specify a batch result that should be returned with each iteration. :param int num: number of results per iteration :return: iterator...	[ "def", "batch", "(", "self", ",", "num", ")", ":", "self", ".", "_params", ".", "pop", "(", "'limit'", ",", "None", ")", "# Limit and batch are mutually exclusive", "it", "=", "iter", "(", "self", ")", "while", "True", ":", "chunk", "=", "list", "(", "...	36.3125	0.008389
def _getEphemeralMembers(self): """ List of our member variables that we don't need to be saved """ e = BacktrackingTM._getEphemeralMembers(self) if self.makeCells4Ephemeral: e.extend(['cells4']) return e	[ "def", "_getEphemeralMembers", "(", "self", ")", ":", "e", "=", "BacktrackingTM", ".", "_getEphemeralMembers", "(", "self", ")", "if", "self", ".", "makeCells4Ephemeral", ":", "e", ".", "extend", "(", "[", "'cells4'", "]", ")", "return", "e" ]	28.375	0.008547
def __search_text_check_convert(cls, text): """Converts and keeps only words in text deemed to be valid""" text = cls.check_convert_string(text, name='text', no_leading_trailing_whitespace=False) if len(text) > VALIDATION_META_SEARCH_TEXT: raise ValueError("Search text can contain at...	[ "def", "__search_text_check_convert", "(", "cls", ",", "text", ")", ":", "text", "=", "cls", ".", "check_convert_string", "(", "text", ",", "name", "=", "'text'", ",", "no_leading_trailing_whitespace", "=", "False", ")", "if", "len", "(", "text", ")", ">", ...	61.666667	0.008881
def compactor(conf): """ The compactor daemon. This fuction watches the sorted set containing bucket keys that need to be compacted, performing the necessary compaction. :param conf: A turnstile.config.Config instance containing the configuration for the compactor daemon. Note th...	[ "def", "compactor", "(", "conf", ")", ":", "# Get the database handle", "db", "=", "conf", ".", "get_database", "(", "'compactor'", ")", "# Get the limits container", "limit_map", "=", "LimitContainer", "(", "conf", ",", "db", ")", "# Get the compactor configuration",...	34.367647	0.000416
def get_dependencies(requirement, sources): """Get all dependencies for a given install requirement. :param requirement: A requirement :param sources: Pipfile-formatted sources :type sources: list[dict] """ getters = [ _get_dependencies_from_cache, _cached(_get_dependencies_from...	[ "def", "get_dependencies", "(", "requirement", ",", "sources", ")", ":", "getters", "=", "[", "_get_dependencies_from_cache", ",", "_cached", "(", "_get_dependencies_from_json", ",", "sources", "=", "sources", ")", ",", "_cached", "(", "_get_dependencies_from_pip", ...	31.896552	0.001049

def _set_rules(self, group, rules): """Implementation detail""" group.clear() for rule in rules: self._add_rule(group, *rule) self.invalidate()

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def replace_unicode(cls, replacement_string): """This method will iterate over every character in ``replacement_string`` and see if it mathces any of the unicode codepoints that we recognize. If it does then it will replace that codepoint with an image just like ``replace``. NOT...

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def xresnet50_2(pretrained=False, **kwargs): """Constructs a XResNet-50 model. Args: pretrained (bool): If True, returns a model pre-trained on ImageNet """ model = XResNet(Bottleneck, [3, 4, 6, 3], **kwargs) if pretrained: model.load_state_dict(model_zoo.load_url(model_urls['xresnet50'])) ...

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def init_group(self, group, chunk_size, compression=None, compression_opts=None): """Initializes a HDF5 group compliant with the stored data. This method creates the datasets 'items', 'labels', 'features' and 'index' and leaves them empty. :param h5py.Group group: Th...

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def myself(self): """ Return a :class:`Context` referring to the current process. """ return self.context_class( router=self, context_id=mitogen.context_id, name='self', )

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def open_file(filename, mode='r', encoding=None, errors='strict', lazy=False, atomic=False): """This is similar to how the :class:`File` works but for manual usage. Files are opened non lazy by default. This can open regular files as well as stdin/stdout if ``'-'`` is passed. If stdin/s...

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def loadTex(self,name,category): """ Loads the texture of the given name and category. All textures currently must be PNG files, although support for more formats may be added soon. If the texture cannot be found, a missing texture will instead be returned. See :py:meth...

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def createEditor(self, delegate, parent, option): """ Creates a ChoiceCtiEditor. For the parameters see the AbstractCti constructor documentation. """ return FontChoiceCtiEditor(self, delegate, parent=parent)

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def load_commodities(self): """ Load the commodities for Amounts in this object. """ if isinstance(self.amount, Amount): self.amount = Amount("{0:.8f} {1}".format(self.amount.to_double(), self.currency)) else: self.amount = Amount("{0:.8f} {1}".format(self...

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def find_dependencies(self, depslock_file_path, property_validate=True, deps_content=None): """ Find all dependencies by package :param depslock_file_path: :param property_validate: for `root` packages we need check property, bad if we find packages from `lock` file, :param deps_...

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def _tree_line(self, no_type: bool = False) -> str: """Return the receiver's contribution to tree diagram.""" return super()._tree_line() + ("!" if self.presence else "")

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def get_list(self, name, default=None): """Retrieves an environment variable as a list. Note that while implicit access of environment variables containing tuples will return tuples, using this method will coerce tuples to lists. Args: name (str): The case-insensiti...

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def create(self, data): """Creates new entry in mongo database """ q = self.history.insert_one(data).inserted_id logging.debug(self.history.find_one({"_id":q}))

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def SvcDoRun(self) -> None: """ Called when the service is started. """ # No need to self.ReportServiceStatus(win32service.SERVICE_RUNNING); # that is done by the framework (see win32serviceutil.py). # Similarly, no need to report a SERVICE_STOP_PENDING on exit. #...

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def ckcov(ck, idcode, needav, level, tol, timsys, cover=None): """ Find the coverage window for a specified object in a specified CK file. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/ckcov_c.html :param ck: Name of CK file. :type ck: str :param idcode: ID code of object. :type ...

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def thaw_args(subparsers): """Add command line options for the thaw operation""" thaw_parser = subparsers.add_parser('thaw') thaw_parser.add_argument('--gpg-password-path', dest='gpg_pass_path', help='Vault path of GPG passphrase location') thaw_...

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def conn_aws(cred, crid): """Establish connection to AWS service.""" driver = get_driver(Provider.EC2) try: aws_obj = driver(cred['aws_access_key_id'], cred['aws_secret_access_key'], region=cred['aws_default_region']) except SSLError as e: ...

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def open_graph(self, **args): """open a vcg graph """ self._stream.write("%sgraph:{\n" % self._indent) self._inc_indent() self._write_attributes(GRAPH_ATTRS, **args)

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def detect_Concordia(dat_orig, s_freq, time, opts): """Spindle detection, experimental Concordia method. Similar to Moelle 2011 and Nir2011. Parameters ---------- dat_orig : ndarray (dtype='float') vector with the data for one channel s_freq : float sampling frequency opts :...

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def with_respect_to(self): """ Returns a dict to use as a filter for ordering operations containing the original ``Meta.order_with_respect_to`` value if provided. If the field is a Generic Relation, the dict returned contains names and values for looking up the relation's...

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def normalized(beta, beta_list): """归一化函数 Keyword arguments: beta -- 当前文本行的beta值，float类型 beta_list -- 标题候选队列的beta队列，list类型 Return: result -- 归一化结果，区间【0，1】 """ if len(beta_list) <= 2: # beta_list元素小于等于2时，根据jiaccard相似度公式进行判定 ...

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def get_user_id(username): """ Returns the user id to a given user name. Returns ``None`` if the user does not exist. :param username: User name. :type username: unicode :return: User id. :rtype: int """ uid = single_line_stdout('id -u {0}'.format(username), expected_errors=(1,), shell=...

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def _fill_sample_count(self, node): """Counts and fills sample counts inside call tree.""" node['sampleCount'] += sum( self._fill_sample_count(child) for child in node['children']) return node['sampleCount']

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def df_numeric_column(min_value=0, max_value=1, num_rows=100): """Generate a numeric column with random data Args: min_value (float): Minimum value (default = 0) max_value (float): Maximum value (default = 1) num_rows (int): The number of rows to generate (default = 100)...

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def draw_spectra(md, ds): """ Generate best-fit spectra for all the test objects Parameters ---------- md: model The Cannon spectral model ds: Dataset Dataset object Returns ------- best_fluxes: ndarray The best-fit test fluxes best_ivars: The ...

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def meryl(args): """ %prog meryl folder Run meryl on Illumina reads. """ p = OptionParser(meryl.__doc__) p.add_option("-k", default=19, type="int", help="Kmer size") p.set_cpus() opts, args = p.parse_args(args) if len(args) != 1: sys.exit(not p.print_help()) folder, = ...

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def save_file(self): """Saves the notebook to a file""" with open(self.write_file, 'w') as out_nb: json.dump(self.work_notebook, out_nb, indent=2)

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def remove_specification(self, name): """ Remove a specification that matches a query parameter. No checks for the specified or any parameter are made regarding specification removing :param name: parameter name to remove :return: None """ if name in self.__specs: self.__specs.pop(name)

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def genty(target_cls): """ This decorator takes the information provided by @genty_dataset, @genty_dataprovider, and @genty_repeat and generates the corresponding test methods. :param target_cls: Test class whose test methods have been decorated. :type target_cls: `class` ""...

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def _hm_form_message( self, thermostat_id, protocol, source, function, start, payload ): """Forms a message payload, excluding CRC""" if protocol == constants.HMV3_ID: start_low = (start & cons...

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def _prepare_polib_files(files_dict, filename, languages, locale_root, po_files_path, header): """ Prepare polib file object for writing/reading from them. Create directories and write header if needed. For each language, ensure there's a translation file named "filename" in the...

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def create(cls, cli, sp, ip_port, ip_address, netmask=None, v6_prefix_length=None, gateway=None, vlan_id=None): """ Creates a replication interface. :param cls: this class. :param cli: the rest cli. :param sp: `UnityStorageProcessor` object. Storage processor on w...

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def QA_fetch_get_globalfuture_list(ip=None, port=None): """[summary] Keyword Arguments: ip {[type]} -- [description] (default: {None}) port {[type]} -- [description] (default: {None}) 14 3 伦敦金属 LM 15 3 伦敦石油 IP 16 3 纽约商...

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def itemByPath( self, path, includeRoot = False ): """ Loads the items for the given path. :param path | <str> includeRoot | <bool> """ sep = self.separator() path = nativestring(path).strip(sep) if ( not path ): ...

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def get_parent_ps(self): """ Return a :class:`ParameterSet` of all Parameters in the same :class:`phoebe.frontend.bundle.Bundle` which share the same meta-tags (except qualifier, twig, uniquetwig) :return: the parent :class:`ParameterSet` """ if self._bundle is N...

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def create_volume(self, name=None, driver=None, driver_opts=None, labels=None): """ Create and register a named volume Args: name (str): Name of the volume driver (str): Name of the driver used to create the volume driver_opts (dict): Dr...

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def send_signal_to_gdb(self, signal_input): """Send signal name (case insensitive) or number to gdb subprocess gdbmi.send_signal_to_gdb(2) # valid gdbmi.send_signal_to_gdb('sigint') # also valid gdbmi.send_signal_to_gdb('SIGINT') # also valid raises ValueError if signal_input...

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def explode(self): """ Try to resolve each timeperiod :return: None """ for t_id in self.items: timeperiod = self.items[t_id] timeperiod.explode()

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def json(func): "Decorator to make JSON views simpler" def wrapper(self, request, *args, **kwargs): try: response = { "success": True, "data": func(self, request, *args, **kwargs) } except GargoyleException, exc: response = { ...

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def check_env_cache(opts, env_cache): ''' Returns cached env names, if present. Otherwise returns None. ''' if not os.path.isfile(env_cache): return None try: with salt.utils.files.fopen(env_cache, 'rb') as fp_: log.trace('Returning env cache data from %s', env_cache) ...

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def getImage(path, dockerfile, tag): '''Check if an image with a given tag exists. If not, build an image from using a given dockerfile in a given path, tagging it with a given tag. No extra side effects. Handles and reraises BuildError, TypeError, and APIError exceptions. ''' image = getImageBy...

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def addGene( self, gene_id, gene_label, gene_type=None, gene_description=None ): ''' genes are classes ''' if gene_type is None: gene_type = self.globaltt['gene'] self.model.addClassToGraph(gene_id, gene_label, gene_type, gene_description) return

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def listdir(self, folder_id='me/skydrive', limit=None, offset=None): 'Get OneDrive object representing list of objects in a folder.' return self(self._api_url_join(folder_id, 'files'), dict(limit=limit, offset=offset))

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def to_frame(self, frame, current_frame=None, **kwargs): """ TODO: Parameters ---------- frame : `gala.potential.CFrameBase` The frame to transform to. current_frame : `gala.potential.CFrameBase` (optional) If the Orbit has no associated Hamiltoni...

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def get(self, path, auth=None, **kwargs): """ Manually make a GET request. :param str path: relative url of the request (e.g. `/users/username`) :param auth.Authentication auth: authentication object :param kwargs dict: Extra arguments for the request, as supported by the ...

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def chart(self, x=None, y=None, chart_type=None, opts=None, style=None, label=None, options={}, **kwargs): """ Get a chart """ try: self.chart_obj = self._chart(x, y, chart_type, opts, style, label, options=options, **kwargs) except Exception as e: self.err(e, self.chart, "Can not create...

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def find_executable(name, names=None, required=True): """Utility function to find an executable in PATH name: program to find. Use given value if absolute path names: list of additional names. For instance >>> find_executable('sed', names=['gsed']) required: If True, then the function raises a...

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def add_info_to_exception(err: Exception, info: Dict) -> None: """ Adds an information dictionary to an exception. See http://stackoverflow.com/questions/9157210/how-do-i-raise-the-same-exception-with-a-custom-message-in-python Args: err: the exception to be modified info: ...

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def _init_proc(self): """Start processes if not already started""" if not self.proc: self.proc = [ mp.Process(target=self._proc_loop, args=(i, self.alive, self.queue, self.fn)) for i in range(self.num_proc) ] self.alive.value = True ...

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def set_commission(self, us_equities=None, us_futures=None): """Sets the commission models for the simulation. Parameters ---------- us_equities : EquityCommissionModel The commission model to use for trading US equities. us_futures : FutureCommissionModel ...

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def _check_cpd_inputs(X, rank): """Checks that inputs to optimization function are appropriate. Parameters ---------- X : ndarray Tensor used for fitting CP decomposition. rank : int Rank of low rank decomposition. Raises ------ ValueError: If inputs are not suited for ...

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def plus(self, a): """ Add. """ return Vector(self.x+a.x, self.y+a.y, self.z+a.z)

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def resources(self, type_=None, title=None, **kwargs): """Query for resources limited by either type and/or title or query. This will yield a Resources object for every returned resource. :param type_: (Optional) The resource type. This can be any resource type referenced in\ ...

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def curve_to(self, x, y, x2, y2, x3, y3): """draw a curve. (x2, y2) is the middle point of the curve""" self._add_instruction("curve_to", x, y, x2, y2, x3, y3)

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def _allocate_from_v6_subnet(self, context, net_id, subnet, port_id, reuse_after, ip_address=None, **kwargs): """This attempts to allocate v6 addresses as per RFC2462 and RFC3041. To accomodate this, we effectively treat all v6 assignmen...

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def _get_def_class(self, class_obj, member_name): """ Return the class object in MRO order that defines a member. class_obj: Class object that exposes (but not necessarily defines) the member. I.e. starting point of the search. member_name: Name of the member (method or attri...

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def _update_secondary_channels(self, p): """Given a process, this method updates the :attr:`~Process.secondary_channels` attribute with the corresponding secondary inputs of that channel. The rationale of the secondary channels is the following: - Start storing any secondar...

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def get_current_span(): """ Access current request context and extract current Span from it. :return: Return current span associated with the current request context. If no request context is present in thread local, or the context has no span, return None. """ # Check agains...

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def concat(variables, dim='concat_dim', positions=None, shortcut=False): """Concatenate variables along a new or existing dimension. Parameters ---------- variables : iterable of Array Arrays to stack together. Each variable is expected to have matching dimensions and shape except for a...

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def _apply_callables(self, acl, obj=None): """ Iterate over ACEs from :acl: and apply callable principals if any. Principals are passed 3 arguments on call: :ace: Single ACE object that looks like (action, callable, permission or [permission]) :request: C...

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def get_mnl_point_est(orig_model_obj, new_df, boot_id_col, num_params, mnl_spec, mnl_names, mnl_init_vals, mnl_fit_kwargs): """ Calculates the MLE for the des...

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def table_is_subset_of(entries_a, entries_b): """Check that every key matched by every entry in one table results in the same route when checked against the other table. For example, the table:: >>> from rig.routing_table import Routes >>> table = [ ... RoutingTableEntry({Route...

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def __apply_mask(address_packed, mask_packed, nr_bytes): """ Perform a bitwise AND operation on all corresponding bytes between the mask and the provided address. Mask parts set to 0 will become 0 in the anonymized IP address as well :param bytes address_packed: Binary representation of the IP addre...

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def reversals(series, left=False, right=False): """Iterate reversal points in the series. A reversal point is a point in the series at which the first derivative changes sign. Reversal is undefined at the first (last) point because the derivative before (after) this point is undefined. The first and th...

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def native(self, value, context=None): """Convert the given string into a list of substrings.""" separator = self.separator.strip() if self.strip and hasattr(self.separator, 'strip') else self.separator value = super().native(value, context) if value is None: return self.cast() if hasattr(value, '...

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def autocorrelation( data, name, maxlags=100, format='png', reflected=False, suffix='-acf', path='./', fontmap=None, new=True, last=True, rows=1, columns=1, num=1, verbose=1): """ Generate bar plot of the autocorrelation function for a series (usually an MCMC trace). :Arguments: data: P...

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def create(self, data): """Create a new component """ response = self.http.post(str(self), json=data, auth=self.auth) response.raise_for_status() return response.json()

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def max_ver(ver1, ver2): """Returns the greater version of two versions :param ver1: version string 1 :param ver2: version string 2 :return: the greater version of the two :rtype: :class:`VersionInfo` >>> import semver >>> semver.max_ver("1.0.0", "2.0.0") '2.0.0' """ cmp_res = ...

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def numpy_formatter(_, vertices, codes=None): """`NumPy`_ style contour formatter. Contours are returned as a list of Nx2 arrays containing the x and y vertices of the contour line. For filled contours the direction of vertices matters: * CCW (ACW): The vertices give the exterior of a contour pol...

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def doc_includes_process(xmldoc, program): """ Return True if the process table in xmldoc includes entries for a program named program. """ return program in lsctables.ProcessTable.get_table(xmldoc).getColumnByName(u"program")

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def read_octet(self): """Read one byte, return as an integer""" self.bitcount = self.bits = 0 return unpack('B', self.input.read(1))[0]

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def get_radius_normal(lat_radians: float, ell: Ellipsoid = None) -> float: """ Compute normal radius of planetary body Parameters ---------- lat_radians : float latitude in radians ell : Ellipsoid, optional reference ellipsoid Returns ------- radius : float ...

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def stats_evaluation(stats): """Generate an evaluation for the given pylint ``stats``.""" statement = stats.get('statement') error = stats.get('error', 0) warning = stats.get('warning', 0) refactor = stats.get('refactor', 0) convention = stats.get('convention', 0) if not statement or statem...

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def _postback(self): """Perform PayPal Postback validation.""" return requests.post(self.get_endpoint(), data=b"cmd=_notify-validate&" + self.query.encode("ascii")).content

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def raftery_lewis(x, q, r, s=.95, epsilon=.001, verbose=1): """ Return the number of iterations needed to achieve a given precision. :Parameters: x : sequence Sampled series. q : float Quantile. r : float Accuracy requested for quantile. ...

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def execute(self, query, args, consistency): """ Execute a CQL query against the server. :param query: The CQL query to execute :type query: str. :param args: The arguments to substitute :type args: dict. :param consistency: The consistency level :type ...

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def create_cluster( self, parent, cluster_id, cluster, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None, ): """ Creates a cluster within an instance. Example: >>>...

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def revert_timefactor(cls, values): """The inverse version of method |Parameter.apply_timefactor|. See the explanations on method Parameter.apply_timefactor| to understand the following examples: .. testsetup:: >>> from hydpy import pub >>> del pub.timegrids ...

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def _send(data): """Send data to the Clowder API. :param data: Dictionary of API data :type data: dict """ url = data.get('url', CLOWDER_API_URL) _validate_data(data) if api_key is not None: data['api_key'] = api_key if 'value' not in data: data['value'] = data.get('s...

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def write_bytes(self, addr, buf): """Write many bytes to the specified device. buf is a bytearray""" assert self._device is not None, 'Bus must be opened before operations are made against it!' self._select_device(addr) self._device.write(buf)

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def _get_scheduler(get=None, collection=None): """Determine the dask scheduler that is being used. None is returned if no dask scheduler is active. See also -------- dask.base.get_scheduler """ try: # dask 0.18.1 and later from dask.base import get_scheduler actual_...

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def calculate_frequencies(data, ndim: int, binnings, weights=None, dtype=None) -> Tuple[np.ndarray, np.ndarray, float]: """"Get frequencies and bin errors from the data (n-dimensional variant). Parameters ---------- data : array_like 2D array with ndim columns and row for each entry. ndim :...

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def set_stream_logger(log_level=logging.DEBUG, format_string=None, logger_name='smc'): """ Stream logger convenience function to log to console :param int log_level: A log level as specified in the `logging` module :param str format_string: Optional format string as specified in the `log...

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def _pinyin(words, style, heteronym, errors, strict=True): """ :param words: 经过分词处理后的字符串，只包含中文字符或只包含非中文字符，不存在混合的情况。 """ pys = [] # 初步过滤没有拼音的字符 if RE_HANS.match(words): pys = phrase_pinyin(words, style=style, heteronym=heteronym, errors=error...

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def resample(self, indexer: Optional[Mapping[Hashable, str]] = None, skipna=None, closed: Optional[str] = None, label: Optional[str] = None, base: int = 0, keep_attrs: Optional[bool] = None, loffset=None, **indexer_kwargs: str): ...

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def mass(self,R,z=None,t=0.,forceint=False): """ NAME: mass PURPOSE: evaluate the mass enclosed INPUT: R - Cylindrical Galactocentric radius (can be Quantity) z= (None) vertical height (can be Quantity) t - time (optional; can...

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def color(cls, value): """task value/score color""" index = bisect(cls.breakpoints, value) return colors.fg(cls.colors_[index])

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def _handleRenderResult(self, request, result): """ Handle the result from `IResource.render`. If the result is a `Deferred` then return `NOT_DONE_YET` and add a callback to write the result to the request when it arrives. """ def _requestFinished(result, cancel): ...

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def next(self): ''' Return the next iteration by popping `chunk_size` from the left and appending `chunk_size` to the right if there's info on the file left to be read. ''' if self.__buffered is None: # Use floor division to force multiplier to an integer ...

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def segmentlistdict_fromsearchsummary_in(xmldoc, program = None): """ Convenience wrapper for a common case usage of the segmentlistdict class: searches the process table in xmldoc for occurances of a program named program, then scans the search summary table for matching process IDs and constructs a segmentlistd...

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def connection_from_promised_list(data_promise, args=None, **kwargs): ''' A version of `connectionFromArray` that takes a promised array, and returns a promised connection. ''' return data_promise.then(lambda data: connection_from_list(data, args, **kwargs))

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def run_scan(): """ show all available partitions """ all_disks = walk_data(sess, oid_hrStorageDescr, helper)[0] print "All available disks at: " + host for disk in all_disks: print "Disk: \t'" + disk + "'" quit()

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def centroid_2dg(data, error=None, mask=None): """ Calculate the centroid of a 2D array by fitting a 2D Gaussian (plus a constant) to the array. Invalid values (e.g. NaNs or infs) in the ``data`` or ``error`` arrays are automatically masked. The mask for invalid values represents the combinati...

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def _check_params(self): """Check validity of parameters and raise ValueError if not valid. """ self.n_estimators = int(self.n_estimators) if self.n_estimators <= 0: raise ValueError("n_estimators must be greater than 0 but " "was %r" % self.n_estimators)...

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def keras_tuples(stream, inputs=None, outputs=None): """Reformat data objects as keras-compatible tuples. For more detail: https://keras.io/models/model/#fit Parameters ---------- stream : iterable Stream of data objects. inputs : string or iterable of strings, None Keys to us...

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def batch(self, num): """ Iterator returning results in batches. When making more general queries that might have larger results, specify a batch result that should be returned with each iteration. :param int num: number of results per iteration :return: iterator...

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def _getEphemeralMembers(self): """ List of our member variables that we don't need to be saved """ e = BacktrackingTM._getEphemeralMembers(self) if self.makeCells4Ephemeral: e.extend(['cells4']) return e

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def __search_text_check_convert(cls, text): """Converts and keeps only words in text deemed to be valid""" text = cls.check_convert_string(text, name='text', no_leading_trailing_whitespace=False) if len(text) > VALIDATION_META_SEARCH_TEXT: raise ValueError("Search text can contain at...

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def compactor(conf): """ The compactor daemon. This fuction watches the sorted set containing bucket keys that need to be compacted, performing the necessary compaction. :param conf: A turnstile.config.Config instance containing the configuration for the compactor daemon. Note th...

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def get_dependencies(requirement, sources): """Get all dependencies for a given install requirement. :param requirement: A requirement :param sources: Pipfile-formatted sources :type sources: list[dict] """ getters = [ _get_dependencies_from_cache, _cached(_get_dependencies_from...

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