kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def lookup_tag(name): """Look up a tag based on its key. Returns a DmapTag.""" return next((_TAGS[t] for t in _TAGS if t == name), DmapTag(_read_unknown, 'unknown tag'))	[ "def", "lookup_tag", "(", "name", ")", ":", "return", "next", "(", "(", "_TAGS", "[", "t", "]", "for", "t", "in", "_TAGS", "if", "t", "==", "name", ")", ",", "DmapTag", "(", "_read_unknown", ",", "'unknown tag'", ")", ")" ]	47.5	12
def value(self): # type: () -> bytes """Binary value content.""" v = self.file return v.open("rb").read() if v is not None else v	[ "def", "value", "(", "self", ")", ":", "# type: () -> bytes", "v", "=", "self", ".", "file", "return", "v", ".", "open", "(", "\"rb\"", ")", ".", "read", "(", ")", "if", "v", "is", "not", "None", "else", "v" ]	31.4	14.8
def download(self, job_id, destination=None, timeout=DEFAULT_TIMEOUT, retries=DEFAULT_RETRIES): """ Downloads all screenshots for given job_id to `destination` folder. If `destination` is None, then screenshots will be saved in current directory. """ self._retries_num = 0 ...	[ "def", "download", "(", "self", ",", "job_id", ",", "destination", "=", "None", ",", "timeout", "=", "DEFAULT_TIMEOUT", ",", "retries", "=", "DEFAULT_RETRIES", ")", ":", "self", ".", "_retries_num", "=", "0", "sleep", "(", "timeout", ")", "self", ".", "s...	46.222222	22.222222
def format_camel_case(text): """ Example:: ThisIsVeryGood 中文文档将文本格式化为各单词首字母大写, 拼接而成的长变量名。 """ text = text.strip() if len(text) == 0: # if empty string, return it raise ValueError("can not be empty string!") else: text = text.lower() # lower all char ...	[ "def", "format_camel_case", "(", "text", ")", ":", "text", "=", "text", ".", "strip", "(", ")", "if", "len", "(", "text", ")", "==", "0", ":", "# if empty string, return it", "raise", "ValueError", "(", "\"can not be empty string!\"", ")", "else", ":", "text...	25.1	16.566667
def __get_base_path(self): """Return the file's directory and file name, with the suffix stripped.""" entry = self.get() return SCons.Subst.SpecialAttrWrapper(SCons.Util.splitext(entry.get_path())[0], entry.name + "_base")	[ "def", "__get_base_path", "(", "self", ")", ":", "entry", "=", "self", ".", "get", "(", ")", "return", "SCons", ".", "Subst", ".", "SpecialAttrWrapper", "(", "SCons", ".", "Util", ".", "splitext", "(", "entry", ".", "get_path", "(", ")", ")", "[", "0...	49	16.833333
def handle_oauth1_response(self, args): """Handles an oauth1 authorization response.""" client = self.make_client() client.verifier = args.get('oauth_verifier') tup = session.get('%s_oauthtok' % self.name) if not tup: raise OAuthException( 'Token not f...	[ "def", "handle_oauth1_response", "(", "self", ",", "args", ")", ":", "client", "=", "self", ".", "make_client", "(", ")", "client", ".", "verifier", "=", "args", ".", "get", "(", "'oauth_verifier'", ")", "tup", "=", "session", ".", "get", "(", "'%s_oauth...	36.1	13
def connected_to(self, vertex_id): """ Parameters ----------- vertex_id : int Get what `vertex_id` is connected to. Returns ----------- int\|None, the vertex id connected to the input `vertex_id` in this edge, as long as `vertex_id` is ...	[ "def", "connected_to", "(", "self", ",", "vertex_id", ")", ":", "if", "vertex_id", "not", "in", "self", ".", "edge", ":", "return", "None", "connected_to", "=", "(", "self", ".", "edge", "[", "1", "]", "if", "self", ".", "edge", "[", "0", "]", "=="...	31.111111	14.777778
def predict_expectation(self, X): """ Compute the expected lifetime, E[T], using covariates X. Parameters ---------- X: a (n,d) covariate numpy array or DataFrame If a DataFrame, columns can be in any order. If a numpy array, columns must be in the ...	[ "def", "predict_expectation", "(", "self", ",", "X", ")", ":", "index", "=", "_get_index", "(", "X", ")", "t", "=", "self", ".", "_index", "return", "pd", ".", "DataFrame", "(", "trapz", "(", "self", ".", "predict_survival_function", "(", "X", ")", "["...	35.6875	19.8125
def check_address(cls, *, chat: typing.Union[str, int, None] = None, user: typing.Union[str, int, None] = None) -> (typing.Union[str, int], typing.Union[str, int]): """ In all storage's methods chat or user is always required. If one of them is not pro...	[ "def", "check_address", "(", "cls", ",", "*", ",", "chat", ":", "typing", ".", "Union", "[", "str", ",", "int", ",", "None", "]", "=", "None", ",", "user", ":", "typing", ".", "Union", "[", "str", ",", "int", ",", "None", "]", "=", "None", ")",...	38	24.380952
def call_external_subprocess(command_list, stdin_filename=None, stdout_filename=None, stderr_filename=None, env=None): """Run the command and arguments in the command_list. Will search the system PATH for commands to execute, but no shell is started. Redirects any...	[ "def", "call_external_subprocess", "(", "command_list", ",", "stdin_filename", "=", "None", ",", "stdout_filename", "=", "None", ",", "stderr_filename", "=", "None", ",", "env", "=", "None", ")", ":", "if", "stdin_filename", ":", "stdin", "=", "open", "(", "...	42.642857	20.25
def two_way_information_gain(X, Y, Z, base=2): """Calculates the two-way information gain between three variables, I(X;Y;Z), in the given base IG(X;Y;Z) indicates the information gained about variable Z by the joint variable X_Y, after removing the information that X and Y have about Z individually. Thus, ...	[ "def", "two_way_information_gain", "(", "X", ",", "Y", ",", "Z", ",", "base", "=", "2", ")", ":", "X_Y", "=", "[", "'{}{}'", ".", "format", "(", "x", ",", "y", ")", "for", "x", ",", "y", "in", "zip", "(", "X", ",", "Y", ")", "]", "return", ...	43.607143	25.607143
def main(): """ main function """ # get options and arguments (parser, options, args) = init_parser() # initialize result variable result = None # check for values which are always needed if not options.user: parser.error("No user given.") if not options.secret: parser....	[ "def", "main", "(", ")", ":", "# get options and arguments", "(", "parser", ",", "options", ",", "args", ")", "=", "init_parser", "(", ")", "# initialize result variable", "result", "=", "None", "# check for values which are always needed", "if", "not", "options", "...	31.902439	18.658537
def filter_all_contents(value: ecore.EPackage, type_): """Returns `eAllContents(type_)`.""" return (c for c in value.eAllContents() if isinstance(c, type_))	[ "def", "filter_all_contents", "(", "value", ":", "ecore", ".", "EPackage", ",", "type_", ")", ":", "return", "(", "c", "for", "c", "in", "value", ".", "eAllContents", "(", ")", "if", "isinstance", "(", "c", ",", "type_", ")", ")" ]	56.666667	15.333333
def print_debug(self, text, indent=0): """Only prints debug info on screen when self.debug == True.""" if self.debug: if indent > 0: print(" "self.debug, text) self.debug += indent if indent <= 0: print(" "self.debug, text)	[ "def", "print_debug", "(", "self", ",", "text", ",", "indent", "=", "0", ")", ":", "if", "self", ".", "debug", ":", "if", "indent", ">", "0", ":", "print", "(", "\" \"", "*", "self", ".", "debug", ",", "text", ")", "self", ".", "debug", "+=", "...	37.75	7.625
def enqueue(self, message, *, delay=None): """Enqueue a message. Parameters: message(Message): The message to enqueue. delay(int): The minimum amount of time, in milliseconds, to delay the message by. Raises: QueueNotFound: If the queue the message is ...	[ "def", "enqueue", "(", "self", ",", "message", ",", "*", ",", "delay", "=", "None", ")", ":", "queue_name", "=", "message", ".", "queue_name", "if", "delay", "is", "not", "None", ":", "queue_name", "=", "dq_name", "(", "queue_name", ")", "message_eta", ...	31.833333	15.1
def FindLiteral(self, pattern, data): """Search the data for a hit.""" pattern = utils.Xor(pattern, self.xor_in_key) offset = 0 while 1: # We assume here that data.find does not make a copy of pattern. offset = data.find(pattern, offset) if offset < 0: break yield (off...	[ "def", "FindLiteral", "(", "self", ",", "pattern", ",", "data", ")", ":", "pattern", "=", "utils", ".", "Xor", "(", "pattern", ",", "self", ".", "xor_in_key", ")", "offset", "=", "0", "while", "1", ":", "# We assume here that data.find does not make a copy of ...	23.466667	22
def check_pause(self): """ Call at regular intervals within long running tasks to add pause breakpoints. :return: time that the task was paused for, always 0.0 if it didn't pause :rtype: float """ # todo task_runner vs model pause_time = 0.0 sleep_time =...	[ "def", "check_pause", "(", "self", ")", ":", "# todo task_runner vs model", "pause_time", "=", "0.0", "sleep_time", "=", "0.1", "if", "self", ".", "model", ".", "tasks_paused", ":", "while", "self", ".", "model", ".", "tasks_paused", ":", "sleep", "(", "paus...	30.5625	16.8125
def __stringify_body(self, request_or_response): ''' this method reference from httprunner ''' headers = self.__track_info['{}_headers'.format(request_or_response)] body = self.__track_info.get('{}_body'.format(request_or_response)) if isinstance(body, CaseInsensitiveDict): ...	[ "def", "__stringify_body", "(", "self", ",", "request_or_response", ")", ":", "headers", "=", "self", ".", "__track_info", "[", "'{}_headers'", ".", "format", "(", "request_or_response", ")", "]", "body", "=", "self", ".", "__track_info", ".", "get", "(", "'...	42.866667	20.6
def make_split(self, split_name, val_indices=None, train_pct=0.8, field_name=None): """ Splits the dataset into train and test according to the given attribute. The split is saved with the dataset for future access. Parameters ---------- split_name : str name...	[ "def", "make_split", "(", "self", ",", "split_name", ",", "val_indices", "=", "None", ",", "train_pct", "=", "0.8", ",", "field_name", "=", "None", ")", ":", "# check train percentage", "if", "train_pct", "<", "0", "or", "train_pct", ">", "1", ":", "raise"...	39.778761	17.345133
def check_configuration_string( self, config_string, is_job=True, external_name=False ): """ Check whether the given job or task configuration string is well-formed (if ``is_bstring`` is ``True``) and it has all the required parameters....	[ "def", "check_configuration_string", "(", "self", ",", "config_string", ",", "is_job", "=", "True", ",", "external_name", "=", "False", ")", ":", "if", "is_job", ":", "self", ".", "log", "(", "u\"Checking job configuration string\"", ")", "else", ":", "self", ...	44.976744	20.604651
def add_prefix(self, name, stmt): """Return `name` prepended with correct prefix. If the name is already prefixed, the prefix may be translated to the value obtained from `self.module_prefixes`. Unmodified `name` is returned if we are inside a global grouping. """ if se...	[ "def", "add_prefix", "(", "self", ",", "name", ",", "stmt", ")", ":", "if", "self", ".", "gg_level", ":", "return", "name", "pref", ",", "colon", ",", "local", "=", "name", ".", "partition", "(", "\":\"", ")", "if", "colon", ":", "return", "(", "se...	41.214286	17.357143
def add_group_members(self, members): """Add a new group member to the groups list :param members: member name :type members: str :return: None """ if not isinstance(members, list): members = [members] if not getattr(self, 'group_members', None): ...	[ "def", "add_group_members", "(", "self", ",", "members", ")", ":", "if", "not", "isinstance", "(", "members", ",", "list", ")", ":", "members", "=", "[", "members", "]", "if", "not", "getattr", "(", "self", ",", "'group_members'", ",", "None", ")", ":"...	28.928571	12.571429
def filterAll(self, *kwargs): ''' filterAll aka filterAllAnd - Perform a filter operation on ALL nodes in this collection and all their children. Results must match ALL the filter criteria. for ANY, use the Or methods For just the nodes in this collection, use "filter" or...	[ "def", "filterAll", "(", "self", ",", "", "", "kwargs", ")", ":", "if", "canFilterTags", "is", "False", ":", "raise", "NotImplementedError", "(", "'filter methods requires QueryableList installed, it is not. Either install QueryableList, or try the less-robust \"find\" method, ...	44.884615	37.576923
def _get_3000_galaxies_needing_metadata( self): """ get 3000 galaxies needing metadata Return: - ``len(self.theseIds)`` -- the number of NED IDs returned .. todo :: - update key arguments values and definitions with defaults - update return ...	[ "def", "_get_3000_galaxies_needing_metadata", "(", "self", ")", ":", "self", ".", "log", ".", "debug", "(", "'starting the ``_get_3000_galaxies_needing_metadata`` method'", ")", "tableName", "=", "self", ".", "dbTableName", "# SELECT THE DATA FROM NED TABLE", "self", ".", ...	33.025	20.125
def _set_trap(self, v, load=False): """ Setter method for trap, mapped from YANG variable /snmp_server/enable/trap (container) If this variable is read-only (config: false) in the source YANG file, then _set_trap is considered as a private method. Backends looking to populate this variable should ...	[ "def", "_set_trap", "(", "self", ",", "v", ",", "load", "=", "False", ")", ":", "if", "hasattr", "(", "v", ",", "\"_utype\"", ")", ":", "v", "=", "v", ".", "_utype", "(", "v", ")", "try", ":", "t", "=", "YANGDynClass", "(", "v", ",", "base", ...	70.954545	33
def _load_yaml_config(cls, config_data, filename="(unknown)"): """Load a yaml config file.""" try: config = yaml.safe_load(config_data) except yaml.YAMLError as err: if hasattr(err, 'problem_mark'): mark = err.problem_mark errmsg = ("Inval...	[ "def", "_load_yaml_config", "(", "cls", ",", "config_data", ",", "filename", "=", "\"(unknown)\"", ")", ":", "try", ":", "config", "=", "yaml", ".", "safe_load", "(", "config_data", ")", "except", "yaml", ".", "YAMLError", "as", "err", ":", "if", "hasattr"...	39.363636	16.636364
def get(map_name): """Get an instance of a map by name. Errors if the map doesn't exist.""" if isinstance(map_name, Map): return map_name # Get the list of maps. This isn't at module scope to avoid problems of maps # being defined after this module is imported. maps = get_maps() map_class = maps.get(ma...	[ "def", "get", "(", "map_name", ")", ":", "if", "isinstance", "(", "map_name", ",", "Map", ")", ":", "return", "map_name", "# Get the list of maps. This isn't at module scope to avoid problems of maps", "# being defined after this module is imported.", "maps", "=", "get_maps",...	34.5	19
def originalTextFor(expr, asString=True): """Helper to return the original, untokenized text for a given expression. Useful to restore the parsed fields of an HTML start tag into the raw tag text itself, or to revert separate tokens with intervening whitespace back to the original matching input text. ...	[ "def", "originalTextFor", "(", "expr", ",", "asString", "=", "True", ")", ":", "locMarker", "=", "Empty", "(", ")", ".", "setParseAction", "(", "lambda", "s", ",", "loc", ",", "t", ":", "loc", ")", "endlocMarker", "=", "locMarker", ".", "copy", "(", ...	41.829268	20.487805
def _from_json_list(cls, response_raw, wrapper=None): """ :type response_raw: client.BunqResponseRaw :type wrapper: str\|None :rtype: client.BunqResponse[list[cls]] """ json = response_raw.body_bytes.decode() obj = converter.json_to_class(dict, json) arra...	[ "def", "_from_json_list", "(", "cls", ",", "response_raw", ",", "wrapper", "=", "None", ")", ":", "json", "=", "response_raw", ".", "body_bytes", ".", "decode", "(", ")", "obj", "=", "converter", ".", "json_to_class", "(", "dict", ",", "json", ")", "arra...	36.913043	19.608696
def power_up(self): """ Changes all settings to guarantee the motors will be used at their maximum power. """ for m in self.motors: m.compliant = False m.moving_speed = 0 m.torque_limit = 100.0	[ "def", "power_up", "(", "self", ")", ":", "for", "m", "in", "self", ".", "motors", ":", "m", ".", "compliant", "=", "False", "m", ".", "moving_speed", "=", "0", "m", ".", "torque_limit", "=", "100.0" ]	40	9.5
def typecasted(func): """Decorator that converts arguments via annotations.""" signature = inspect.signature(func).parameters.items() @wraps(func) def wrapper(args, *kwargs): args = list(args) new_args = [] new_kwargs = {} for _, param in signature: convert...	[ "def", "typecasted", "(", "func", ")", ":", "signature", "=", "inspect", ".", "signature", "(", "func", ")", ".", "parameters", ".", "items", "(", ")", "@", "wraps", "(", "func", ")", "def", "wrapper", "(", "", "args", ",", "", "*", "kwargs", ")"...	36.153846	12.230769
def _parse(self, fname, code): """Parse RiveScript code into memory. :param str fname: The arbitrary file name used for syntax reporting. :param []str code: Lines of RiveScript source code to parse. """ # Get the "abstract syntax tree" ast = self._parser.parse(fname, co...	[ "def", "_parse", "(", "self", ",", "fname", ",", "code", ")", ":", "# Get the \"abstract syntax tree\"", "ast", "=", "self", ".", "_parser", ".", "parse", "(", "fname", ",", "code", ")", "# Get all of the \"begin\" type variables: global, var, sub, person, ...", "for"...	42.904762	17.761905
def init_logging( log_dir=tempfile.gettempdir(), format="[%(asctime)s][%(levelname)s] %(name)s:%(lineno)s - %(message)s", level=logging.INFO, ): """Configures logging to output to the provided log_dir. Will use a nested directory whose name is the current timestamp. :param log_dir: The directo...	[ "def", "init_logging", "(", "log_dir", "=", "tempfile", ".", "gettempdir", "(", ")", ",", "format", "=", "\"[%(asctime)s][%(levelname)s] %(name)s:%(lineno)s - %(message)s\"", ",", "level", "=", "logging", ".", "INFO", ",", ")", ":", "if", "not", "Meta", ".", "lo...	33.642857	20.666667
def getPID(self): """ Returns the PID for the associated app (or -1, if no app is associated or the app is not running) """ if self._pid is not None: if not PlatformManager.isPIDValid(self._pid): self._pid = -1 return self._pid return -1	[ "def", "getPID", "(", "self", ")", ":", "if", "self", ".", "_pid", "is", "not", "None", ":", "if", "not", "PlatformManager", ".", "isPIDValid", "(", "self", ".", "_pid", ")", ":", "self", ".", "_pid", "=", "-", "1", "return", "self", ".", "_pid", ...	34.333333	13.111111
def CreateDataTypeMapByType(cls, data_type_definition): """Creates a specific data type map by type indicator. Args: data_type_definition (DataTypeDefinition): data type definition. Returns: DataTypeMap: data type map or None if the date type definition is not available. """ ...	[ "def", "CreateDataTypeMapByType", "(", "cls", ",", "data_type_definition", ")", ":", "data_type_map_class", "=", "cls", ".", "_MAP_PER_DEFINITION", ".", "get", "(", "data_type_definition", ".", "TYPE_INDICATOR", ",", "None", ")", "if", "not", "data_type_map_class", ...	31.875	20.8125
def get_related_fields(model_class, field_name, path=""): """ Get fields for a given model """ if field_name: field, model, direct, m2m = _get_field_by_name(model_class, field_name) if direct: # Direct field try: new_model = _get_remote_field(field).parent...	[ "def", "get_related_fields", "(", "model_class", ",", "field_name", ",", "path", "=", "\"\"", ")", ":", "if", "field_name", ":", "field", ",", "model", ",", "direct", ",", "m2m", "=", "_get_field_by_name", "(", "model_class", ",", "field_name", ")", "if", ...	33.5	19.423077
def mark_module_skipped(self, module_name): """Skip reloading the named module in the future""" try: del self.modules[module_name] except KeyError: pass self.skip_modules[module_name] = True	[ "def", "mark_module_skipped", "(", "self", ",", "module_name", ")", ":", "try", ":", "del", "self", ".", "modules", "[", "module_name", "]", "except", "KeyError", ":", "pass", "self", ".", "skip_modules", "[", "module_name", "]", "=", "True" ]	34.285714	11
def encode_id_header(resource): """ Generate a header for a newly created resource. Assume `id` attribute convention. """ if not hasattr(resource, "id"): return {} return { "X-{}-Id".format( camelize(name_for(resource)) ): str(resource.id), }	[ "def", "encode_id_header", "(", "resource", ")", ":", "if", "not", "hasattr", "(", "resource", ",", "\"id\"", ")", ":", "return", "{", "}", "return", "{", "\"X-{}-Id\"", ".", "format", "(", "camelize", "(", "name_for", "(", "resource", ")", ")", ")", "...	19.666667	17.4
def represent_list(self, data): """If a list has less than 4 items, represent it in inline style (i.e. comma separated, within square brackets). """ node = super(Dumper, self).represent_list(data) length = len(data) if self.default_flow_style is None and length < 4: ...	[ "def", "represent_list", "(", "self", ",", "data", ")", ":", "node", "=", "super", "(", "Dumper", ",", "self", ")", ".", "represent_list", "(", "data", ")", "length", "=", "len", "(", "data", ")", "if", "self", ".", "default_flow_style", "is", "None", ...	40.090909	9.818182
def _get_field(instance, field): """ This is here to support ``MarkupField``. It's a little ugly to have that support baked-in; other option would be to have a generic way (via setting?) to override how attribute values are fetched from content model instances. """ value = getattr(inst...	[ "def", "_get_field", "(", "instance", ",", "field", ")", ":", "value", "=", "getattr", "(", "instance", ",", "field", ")", "if", "hasattr", "(", "value", ",", "'raw'", ")", ":", "value", "=", "value", ".", "raw", "return", "value" ]	30.230769	16.538462
def _FormatExpression(self, frame, expression): """Evaluates a single watched expression and formats it into a string form. If expression evaluation fails, returns error message string. Args: frame: Python stack frame in which the expression is evaluated. expression: string expression to evalu...	[ "def", "_FormatExpression", "(", "self", ",", "frame", ",", "expression", ")", ":", "rc", ",", "value", "=", "_EvaluateExpression", "(", "frame", ",", "expression", ")", "if", "not", "rc", ":", "message", "=", "_FormatMessage", "(", "value", "[", "'descrip...	35.368421	22.210526
def _dist_version_url(self, dist): """ Get version and homepage for a pkg_resources.Distribution :param dist: the pkg_resources.Distribution to get information for :returns: 2-tuple of (version, homepage URL) :rtype: tuple """ ver = str(dist.version) url ...	[ "def", "_dist_version_url", "(", "self", ",", "dist", ")", ":", "ver", "=", "str", "(", "dist", ".", "version", ")", "url", "=", "None", "for", "line", "in", "dist", ".", "get_metadata_lines", "(", "dist", ".", "PKG_INFO", ")", ":", "line", "=", "lin...	32.722222	14.055556
def wait(self, pattern, timeout=10.0, safe=False, match_kwargs): """Wait till pattern is found or time is out (default: 10s).""" t = time.time() + timeout while time.time() < t: ret = self.exists(pattern, match_kwargs) if ret: return ret ti...	[ "def", "wait", "(", "self", ",", "pattern", ",", "timeout", "=", "10.0", ",", "safe", "=", "False", ",", "", "", "match_kwargs", ")", ":", "t", "=", "time", ".", "time", "(", ")", "+", "timeout", "while", "time", ".", "time", "(", ")", "<", "...	42.3	16.2
def _init_client(self, from_archive=False): """Init client""" return MattermostClient(self.url, self.api_token, max_items=self.max_items, sleep_for_rate=self.sleep_for_rate, min_rate_to_sleep=self.min_rate_t...	[ "def", "_init_client", "(", "self", ",", "from_archive", "=", "False", ")", ":", "return", "MattermostClient", "(", "self", ".", "url", ",", "self", ".", "api_token", ",", "max_items", "=", "self", ".", "max_items", ",", "sleep_for_rate", "=", "self", ".",...	51.222222	21.777778
def diff(self, order=1): """Differentiate a B-spline `order` number of times. Parameters: order: int, >= 0 Returns: lambda `x`: ... that evaluates the `order`-th derivative of `B` at the point `x`. The returned function internally uses __call__, which is 'memoized' for ...	[ "def", "diff", "(", "self", ",", "order", "=", "1", ")", ":", "order", "=", "int", "(", "order", ")", "if", "order", "<", "0", ":", "raise", "ValueError", "(", "\"order must be >= 0, got %d\"", "%", "(", "order", ")", ")", "if", "order", "==", "0", ...	39.447368	29.526316
def set_initial_state(self, initial_state, initial_frames): """Sets the state that will be used on next reset.""" self._initial_state = initial_state self._initial_frames = initial_frames[:, -1, ...] self._should_preprocess_on_reset = False	[ "def", "set_initial_state", "(", "self", ",", "initial_state", ",", "initial_frames", ")", ":", "self", ".", "_initial_state", "=", "initial_state", "self", ".", "_initial_frames", "=", "initial_frames", "[", ":", ",", "-", "1", ",", "...", "]", "self", ".",...	50.4	7.4
def statisticalInefficiencyMultiple(A_kn, fast=False, return_correlation_function=False): """Estimate the statistical inefficiency from multiple stationary timeseries (of potentially differing lengths). Parameters ---------- A_kn : list of np.ndarrays A_kn[k] is the kth timeseries, and A_kn[k][...	[ "def", "statisticalInefficiencyMultiple", "(", "A_kn", ",", "fast", "=", "False", ",", "return_correlation_function", "=", "False", ")", ":", "# Convert A_kn into a list of arrays if it is not in this form already.", "if", "(", "type", "(", "A_kn", ")", "==", "np", ".",...	36.832258	28.464516
def _fetchAllChildren(self): """ Gets all sub directories and files within the current directory. Does not fetch hidden files. """ childItems = [] fileNames = os.listdir(self._fileName) absFileNames = [os.path.join(self._fileName, fn) for fn in fileNames] # A...	[ "def", "_fetchAllChildren", "(", "self", ")", ":", "childItems", "=", "[", "]", "fileNames", "=", "os", ".", "listdir", "(", "self", ".", "_fileName", ")", "absFileNames", "=", "[", "os", ".", "path", ".", "join", "(", "self", ".", "_fileName", ",", ...	42.9	21.45
def clear(self): """Clears all the axes to start fresh.""" for ax in self.flat_grid: for im_h in ax.findobj(AxesImage): im_h.remove()	[ "def", "clear", "(", "self", ")", ":", "for", "ax", "in", "self", ".", "flat_grid", ":", "for", "im_h", "in", "ax", ".", "findobj", "(", "AxesImage", ")", ":", "im_h", ".", "remove", "(", ")" ]	28.833333	14.666667
def create_tab_header_label(tab_name, icons): """Create the tab header labels for notebook tabs. If USE_ICONS_AS_TAB_LABELS is set to True in the gui_config, icons are used as headers. Otherwise, the titles of the tabs are rotated by 90 degrees. :param tab_name: The label text of the tab, written in small ...	[ "def", "create_tab_header_label", "(", "tab_name", ",", "icons", ")", ":", "tooltip_event_box", "=", "Gtk", ".", "EventBox", "(", ")", "tooltip_event_box", ".", "set_tooltip_text", "(", "tab_name", ")", "tab_label", "=", "Gtk", ".", "Label", "(", ")", "if", ...	48.208333	18.375
def write(self, data): """Writes json data to the output directory.""" cnpj, data = data path = os.path.join(self.output, '%s.json' % cnpj) with open(path, 'w') as f: json.dump(data, f, encoding='utf-8')	[ "def", "write", "(", "self", ",", "data", ")", ":", "cnpj", ",", "data", "=", "data", "path", "=", "os", ".", "path", ".", "join", "(", "self", ".", "output", ",", "'%s.json'", "%", "cnpj", ")", "with", "open", "(", "path", ",", "'w'", ")", "as...	34.571429	15
def _parse_operation_bytes(unpacker): """Returns a protobuf message representing the next operation as read from the byte stream in unpacker """ # Check for and parse optional source account field source_account = None if unpacker.unpack_bool(): source_account = unpacker.unpack_fopaque(...	[ "def", "_parse_operation_bytes", "(", "unpacker", ")", ":", "# Check for and parse optional source account field", "source_account", "=", "None", "if", "unpacker", ".", "unpack_bool", "(", ")", ":", "source_account", "=", "unpacker", ".", "unpack_fopaque", "(", "32", ...	31.930818	18.100629
def pack_ip_addr(addr): """Given an IP address tuple like ('1.2.3.4', 47808) return the six-octet string useful for a BACnet address.""" addr, port = addr return socket.inet_aton(addr) + struct.pack('!H', port & _short_mask)	[ "def", "pack_ip_addr", "(", "addr", ")", ":", "addr", ",", "port", "=", "addr", "return", "socket", ".", "inet_aton", "(", "addr", ")", "+", "struct", ".", "pack", "(", "'!H'", ",", "port", "&", "_short_mask", ")" ]	47.2	13.8
def set_scan_target_progress( self, scan_id, target, host, progress): """ Sets host's progress which is part of target. """ self.scan_collection.set_target_progress( scan_id, target, host, progress)	[ "def", "set_scan_target_progress", "(", "self", ",", "scan_id", ",", "target", ",", "host", ",", "progress", ")", ":", "self", ".", "scan_collection", ".", "set_target_progress", "(", "scan_id", ",", "target", ",", "host", ",", "progress", ")" ]	46.8	7
def create_states_geo_zone(cls, states_geo_zone, **kwargs): """Create StatesGeoZone Create a new StatesGeoZone This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True >>> thread = api.create_states_geo_zone(states_geo...	[ "def", "create_states_geo_zone", "(", "cls", ",", "states_geo_zone", ",", "", "", "kwargs", ")", ":", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async'", ")", ":", "return", "cls", ".", "_create_states_g...	43.666667	21.761905
def _charInfo(self, point, padding): """ Displays character info. """ print('{0:0>4X} '.format(point).rjust(padding), ud.name(chr(point), '<code point {0:0>4X}>'.format(point)))	[ "def", "_charInfo", "(", "self", ",", "point", ",", "padding", ")", ":", "print", "(", "'{0:0>4X} '", ".", "format", "(", "point", ")", ".", "rjust", "(", "padding", ")", ",", "ud", ".", "name", "(", "chr", "(", "point", ")", ",", "'<code point {0:0>...	41	17.4
def quote_js(text): '''Quotes text to be used as JavaScript string in HTML templates. The result doesn't contain surrounding quotes.''' if isinstance(text, six.binary_type): text = text.decode('utf-8') # for Jinja2 Markup text = text.replace('\\', '\\\\'); text = text.replace('\n', '\\n'); ...	[ "def", "quote_js", "(", "text", ")", ":", "if", "isinstance", "(", "text", ",", "six", ".", "binary_type", ")", ":", "text", "=", "text", ".", "decode", "(", "'utf-8'", ")", "# for Jinja2 Markup", "text", "=", "text", ".", "replace", "(", "'\\\\'", ","...	40.909091	14
def mavlink_packet(self, msg): '''handle an incoming mavlink packet''' type = msg.get_type() if type == "STATUSTEXT": # say some statustext values if msg.text.startswith("Tuning: "): self.say(msg.text[8:])	[ "def", "mavlink_packet", "(", "self", ",", "msg", ")", ":", "type", "=", "msg", ".", "get_type", "(", ")", "if", "type", "==", "\"STATUSTEXT\"", ":", "# say some statustext values", "if", "msg", ".", "text", ".", "startswith", "(", "\"Tuning: \"", ")", ":"...	37.571429	6.428571
def atlasdb_reset_zonefile_tried_storage( con=None, path=None ): """ For zonefiles that we don't have, re-attempt to fetch them from storage. """ with AtlasDBOpen(con=con, path=path) as dbcon: sql = "UPDATE zonefiles SET tried_storage = ? WHERE present = ?;" args = (0, 0) cur ...	[ "def", "atlasdb_reset_zonefile_tried_storage", "(", "con", "=", "None", ",", "path", "=", "None", ")", ":", "with", "AtlasDBOpen", "(", "con", "=", "con", ",", "path", "=", "path", ")", "as", "dbcon", ":", "sql", "=", "\"UPDATE zonefiles SET tried_storage = ? ...	27.733333	23.333333
def put(self, destination): """ Copy the referenced directory to this path Note: This ignores anything not in the desired directory, given by ``self.dirname``. Args: destination (str): path to put this directory (which must NOT already exist) References: ...	[ "def", "put", "(", "self", ",", "destination", ")", ":", "target", "=", "get_target_path", "(", "destination", ",", "self", ".", "dirname", ")", "valid_paths", "=", "(", "self", ".", "dirname", ",", "'./%s'", "%", "self", ".", "dirname", ")", "with", "...	38.878788	23.151515
def get_motor_position(self, motor_name): """ Gets the motor current position. """ return self.call_remote_api('simxGetJointPosition', self.get_object_handle(motor_name), streaming=True)	[ "def", "get_motor_position", "(", "self", ",", "motor_name", ")", ":", "return", "self", ".", "call_remote_api", "(", "'simxGetJointPosition'", ",", "self", ".", "get_object_handle", "(", "motor_name", ")", ",", "streaming", "=", "True", ")" ]	54	12.4
def zone_compare(timezone): ''' Compares the given timezone name with the system timezone name. Checks the hash sum between the given timezone, and the one set in /etc/localtime. Returns True if names and hash sums match, and False if not. Mostly useful for running state checks. .. versionchang...	[ "def", "zone_compare", "(", "timezone", ")", ":", "if", "'Solaris'", "in", "__grains__", "[", "'os_family'", "]", "or", "'AIX'", "in", "__grains__", "[", "'os_family'", "]", ":", "return", "timezone", "==", "get_zone", "(", ")", "if", "'FreeBSD'", "in", "_...	31.434783	22.478261
def _read_ssh_config(ssh_host, ssh_config_file, ssh_username=None, ssh_pkey=None, ssh_port=None, ssh_proxy=None, compression=None, logger=None): ...	[ "def", "_read_ssh_config", "(", "ssh_host", ",", "ssh_config_file", ",", "ssh_username", "=", "None", ",", "ssh_pkey", "=", "None", ",", "ssh_port", "=", "None", ",", "ssh_proxy", "=", "None", ",", "compression", "=", "None", ",", "logger", "=", "None", ")...	41.338983	15.745763
def create_screenshot(self, app_id, filename, position=1): """Add a screenshot to the web app identified by by ``app_id``. Screenshots are ordered by ``position``. :returns: HttpResponse: * status_code (int) 201 is successful * content (dict) containing screenshot data ...	[ "def", "create_screenshot", "(", "self", ",", "app_id", ",", "filename", ",", "position", "=", "1", ")", ":", "# prepare file for upload", "with", "open", "(", "filename", ",", "'rb'", ")", "as", "s_file", ":", "s_content", "=", "s_file", ".", "read", "(",...	36.863636	11.863636
def transform(self, X, lenscale=None): """ Apply the RBF to X. Parameters ---------- X: ndarray (N, d) array of observations where N is the number of samples, and d is the dimensionality of X. lenscale: scalar or ndarray, optional scal...	[ "def", "transform", "(", "self", ",", "X", ",", "lenscale", "=", "None", ")", ":", "N", ",", "d", "=", "X", ".", "shape", "lenscale", "=", "self", ".", "_check_dim", "(", "d", ",", "lenscale", ")", "den", "=", "(", "2", "", "lenscale", "*", "...	31.291667	20.708333
def get_apps(exclude=(), append=(), current={'apps': INSTALLED_APPS}): """ Returns INSTALLED_APPS without the apps listed in exclude and with the apps listed in append. The use of a mutable dict is intentional, in order to preserve the state of the INSTALLED_APPS tuple across multiple settings file...	[ "def", "get_apps", "(", "exclude", "=", "(", ")", ",", "append", "=", "(", ")", ",", "current", "=", "{", "'apps'", ":", "INSTALLED_APPS", "}", ")", ":", "current", "[", "'apps'", "]", "=", "tuple", "(", "[", "a", "for", "a", "in", "current", "["...	34.923077	22.153846
def store(self, data, key=None, args, *kwargs): """ Cache the list :param list data: List of objects to cache """ list.__init__(self, data) self._store_items(self._cache_key(key))	[ "def", "store", "(", "self", ",", "data", ",", "key", "=", "None", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "list", ".", "__init__", "(", "self", ",", "data", ")", "self", ".", "_store_items", "(", "self", ".", "_cache_key", "(", "key...	31.428571	11
def _bsecurate_cli_component_file_refs(args): '''Handles the component-file-refs subcommand''' data = curate.component_file_refs(args.files) s = '' for cfile, cdata in data.items(): s += cfile + '\n' rows = [] for el, refs in cdata: rows.append((' ' + el, ' '.joi...	[ "def", "_bsecurate_cli_component_file_refs", "(", "args", ")", ":", "data", "=", "curate", ".", "component_file_refs", "(", "args", ".", "files", ")", "s", "=", "''", "for", "cfile", ",", "cdata", "in", "data", ".", "items", "(", ")", ":", "s", "+=", "...	27.428571	20.142857
def _complete_path(path=None): """Perform completion of filesystem path. https://stackoverflow.com/questions/5637124/tab-completion-in-pythons-raw-input """ if not path: return _listdir('.') dirname, rest = os.path.split(path) tmp = dirname if dirname else '.' res = [p for p ...	[ "def", "_complete_path", "(", "path", "=", "None", ")", ":", "if", "not", "path", ":", "return", "_listdir", "(", "'.'", ")", "dirname", ",", "rest", "=", "os", ".", "path", ".", "split", "(", "path", ")", "tmp", "=", "dirname", "if", "dirname", "e...	41.529412	14.235294
def _document_by_attribute(self, kind, condition=None): """ Helper method to return the document only if it has an attribute that's an instance of the given kind, and passes the condition. """ doc = self.document if doc: for attr in doc.attributes: ...	[ "def", "_document_by_attribute", "(", "self", ",", "kind", ",", "condition", "=", "None", ")", ":", "doc", "=", "self", ".", "document", "if", "doc", ":", "for", "attr", "in", "doc", ".", "attributes", ":", "if", "isinstance", "(", "attr", ",", "kind",...	38.666667	12.5
def fit(self, X, y=None, init=None): """ Computes the position of the points in the embedding space Parameters ---------- X : array, shape=[n_samples, n_features], or [n_samples, n_samples] \ if dissimilarity='precomputed' Input data. ...	[ "def", "fit", "(", "self", ",", "X", ",", "y", "=", "None", ",", "init", "=", "None", ")", ":", "self", ".", "fit_transform", "(", "X", ",", "init", "=", "init", ")", "return", "self" ]	36.0625	19.5625
def pages_siblings_menu(context, page, url='/'): """Get the parent page of the given page and render a nested list of its child pages. Good for rendering a secondary menu. :param page: the page where to start the menu from. :param url: not used anymore. """ lang = context.get('lang', pages_sett...	[ "def", "pages_siblings_menu", "(", "context", ",", "page", ",", "url", "=", "'/'", ")", ":", "lang", "=", "context", ".", "get", "(", "'lang'", ",", "pages_settings", ".", "PAGE_DEFAULT_LANGUAGE", ")", "page", "=", "get_page_from_string_or_id", "(", "page", ...	36.411765	16
def route_exists(destination_cidr_block, route_table_name=None, route_table_id=None, gateway_id=None, instance_id=None, interface_id=None, tags=None, region=None, key=None, keyid=None, profile=None, vpc_peering_connection_id=None): ''' Checks if a route exists. .. versiona...	[ "def", "route_exists", "(", "destination_cidr_block", ",", "route_table_name", "=", "None", ",", "route_table_id", "=", "None", ",", "gateway_id", "=", "None", ",", "instance_id", "=", "None", ",", "interface_id", "=", "None", ",", "tags", "=", "None", ",", ...	41.878788	30.69697
def deploy(target): """Deploys the package and documentation. Proceeds in the following steps: 1. Ensures proper environment variables are set and checks that we are on Circle CI 2. Tags the repository with the new version 3. Creates a standard distribution and a wheel 4. Updates version.py to...	[ "def", "deploy", "(", "target", ")", ":", "# Ensure proper environment", "if", "not", "os", ".", "getenv", "(", "CIRCLECI_ENV_VAR", ")", ":", "# pragma: no cover", "raise", "EnvironmentError", "(", "'Must be on CircleCI to run this script'", ")", "current_branch", "=", ...	39.768293	24.060976
def imsave(path, img, channel_first=False, as_uint16=False, auto_scale=True): """ Save image by pypng module. Args: path (str): output filename img (numpy.ndarray): Image array to save. Image shape is considered as (height, width, channel) by default. channel_first: This...	[ "def", "imsave", "(", "path", ",", "img", ",", "channel_first", "=", "False", ",", "as_uint16", "=", "False", ",", "auto_scale", "=", "True", ")", ":", "img", "=", "_imsave_before", "(", "img", ",", "channel_first", ",", "auto_scale", ")", "if", "auto_sc...	45.277778	28.944444
def assign_moving_mean_variance( mean_var, variance_var, value, decay, name=None): """Compute exponentially weighted moving {mean,variance} of a streaming value. The `value` updated exponentially weighted moving `mean_var` and `variance_var` are given by the following recurrence relations: ```python var...	[ "def", "assign_moving_mean_variance", "(", "mean_var", ",", "variance_var", ",", "value", ",", "decay", ",", "name", "=", "None", ")", ":", "with", "tf", ".", "compat", ".", "v1", ".", "name_scope", "(", "name", ",", "\"assign_moving_mean_variance\"", ",", "...	44.4125	22.25
def p_deploy_sentence(self, t): """deploy_sentence : DEPLOY VAR NUMBER \| DEPLOY VAR NUMBER VAR""" if len(t) == 4: t[0] = deploy(t[2], t[3], line=t.lineno(1)) else: t[0] = deploy(t[2], t[3], t[4], line=t.lineno(1))	[ "def", "p_deploy_sentence", "(", "self", ",", "t", ")", ":", "if", "len", "(", "t", ")", "==", "4", ":", "t", "[", "0", "]", "=", "deploy", "(", "t", "[", "2", "]", ",", "t", "[", "3", "]", ",", "line", "=", "t", ".", "lineno", "(", "1", ...	35.25	16.125
def following_key(key): """ Returns the key immediately following the input key - based on the Java implementation found in org.apache.accumulo.core.data.Key, function followingKey(PartialKey part) :param key: the key to be followed :return: a key that immediately follows the input key """ i...	[ "def", "following_key", "(", "key", ")", ":", "if", "key", ".", "timestamp", "is", "not", "None", ":", "key", ".", "timestamp", "-=", "1", "elif", "key", ".", "colVisibility", "is", "not", "None", ":", "key", ".", "colVisibility", "=", "following_array",...	41.111111	14.222222
def get_portchannel_info_by_intf_output_lacp_actor_max_deskew(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") get_portchannel_info_by_intf = ET.Element("get_portchannel_info_by_intf") config = get_portchannel_info_by_intf output = ET.SubElement(g...	[ "def", "get_portchannel_info_by_intf_output_lacp_actor_max_deskew", "(", "self", ",", "", "", "kwargs", ")", ":", "config", "=", "ET", ".", "Element", "(", "\"config\"", ")", "get_portchannel_info_by_intf", "=", "ET", ".", "Element", "(", "\"get_portchannel_info_by_...	47.076923	18.076923
def check( state, unused=False, style=False, ignore=None, args=None, **kwargs ): """Checks for security vulnerabilities and against PEP 508 markers provided in Pipfile.""" from ..core import do_check do_check( three=state.three, python=state.python, system=st...	[ "def", "check", "(", "state", ",", "unused", "=", "False", ",", "style", "=", "False", ",", "ignore", "=", "None", ",", "args", "=", "None", ",", "", "", "kwargs", ")", ":", "from", ".", ".", "core", "import", "do_check", "do_check", "(", "three"...	21.1	21.6
def delete_certificate_issuer(self, certificate_issuer_id, kwargs): # noqa: E501 """Delete certificate issuer. # noqa: E501 Delete a certificate issuer by ID. <br> Example usage:** ``` curl -X DELETE \\ -H 'authorization: <valid access token>' \\ https://api.us-east-1.mbedcloud.com/v3/certificat...	[ "def", "delete_certificate_issuer", "(", "self", ",", "certificate_issuer_id", ",", "", "", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'asynchronous'", ")", ":", "return", ...	62.619048	38.714286
def _ensure_sliding_windows(self, assets, dts, field, is_perspective_after): """ Ensure that there is a Float64Multiply window for each asset that can provide data for the given parameters. If the corresponding window for the (assets, len(dts), field) does...	[ "def", "_ensure_sliding_windows", "(", "self", ",", "assets", ",", "dts", ",", "field", ",", "is_perspective_after", ")", ":", "end", "=", "dts", "[", "-", "1", "]", "size", "=", "len", "(", "dts", ")", "asset_windows", "=", "{", "}", "needed_assets", ...	38.59434	17.990566
def flip_ctrlpts_u(ctrlpts, size_u, size_v): """ Flips a list of 1-dimensional control points from u-row order to v-row order. u-row order: each row corresponds to a list of u values v-row order: each row corresponds to a list of v values :param ctrlpts: control points in u-row order :typ...	[ "def", "flip_ctrlpts_u", "(", "ctrlpts", ",", "size_u", ",", "size_v", ")", ":", "new_ctrlpts", "=", "[", "]", "for", "i", "in", "range", "(", "0", ",", "size_u", ")", ":", "for", "j", "in", "range", "(", "0", ",", "size_v", ")", ":", "temp", "="...	31.434783	16.478261
def getNeighbors(trainingSet, testInstance, k, considerDimensions=None): """ collect the k most similar instances in the trainingSet for a given test instance :param trainingSet: A list of data instances :param testInstance: a single data instance :param k: number of neighbors :param considerDimensions: a...	[ "def", "getNeighbors", "(", "trainingSet", ",", "testInstance", ",", "k", ",", "considerDimensions", "=", "None", ")", ":", "if", "considerDimensions", "is", "None", ":", "considerDimensions", "=", "len", "(", "testInstance", ")", "-", "1", "neighborList", "="...	32.769231	17.230769
def connect(self, host, port): ''' Connect to a host and port. ''' # Clear the connect state immediately since we're no longer connected # at this point. self._connected = False # Only after the socket has connected do we clear this state; closed # must b...	[ "def", "connect", "(", "self", ",", "host", ",", "port", ")", ":", "# Clear the connect state immediately since we're no longer connected", "# at this point.", "self", ".", "_connected", "=", "False", "# Only after the socket has connected do we clear this state; closed", "# must...	49.632653	25.346939
def cli(ctx, feature_id, old_db, old_accession, new_db, new_accession, organism="", sequence=""): """Delete a dbxref from a feature Output: A standard apollo feature dictionary ({"features": [{...}]}) """ return ctx.gi.annotations.update_dbxref(feature_id, old_db, old_accession, new_db, new_accession,...	[ "def", "cli", "(", "ctx", ",", "feature_id", ",", "old_db", ",", "old_accession", ",", "new_db", ",", "new_accession", ",", "organism", "=", "\"\"", ",", "sequence", "=", "\"\"", ")", ":", "return", "ctx", ".", "gi", ".", "annotations", ".", "update_dbxr...	43.875	36.625
def optimize(initial_memory): """ This will remove useless instructions """ global BLOCKS global PROC_COUNTER LABELS.clear() JUMP_LABELS.clear() del MEMORY[:] PROC_COUNTER = 0 cleanupmem(initial_memory) if OPTIONS.optimization.value <= 2: return '\n'.join(x for x in ini...	[ "def", "optimize", "(", "initial_memory", ")", ":", "global", "BLOCKS", "global", "PROC_COUNTER", "LABELS", ".", "clear", "(", ")", "JUMP_LABELS", ".", "clear", "(", ")", "del", "MEMORY", "[", ":", "]", "PROC_COUNTER", "=", "0", "cleanupmem", "(", "initial...	29.090909	23.954545
def is_published(self): """Check fields 980 and 773 to see if the record has already been published. :return: True is published, else False """ field773 = record_get_field_instances(self.record, '773') for f773 in field773: if 'c' in field_get_subfields(f773): ...	[ "def", "is_published", "(", "self", ")", ":", "field773", "=", "record_get_field_instances", "(", "self", ".", "record", ",", "'773'", ")", "for", "f773", "in", "field773", ":", "if", "'c'", "in", "field_get_subfields", "(", "f773", ")", ":", "return", "Tr...	35.3	14
def input_fn(self, mode, hparams, data_dir=None, params=None, config=None, force_repeat=False, prevent_repeat=False, dataset_kwargs=None): """Builds input pipeline for problem. Args: mo...	[ "def", "input_fn", "(", "self", ",", "mode", ",", "hparams", ",", "data_dir", "=", "None", ",", "params", "=", "None", ",", "config", "=", "None", ",", "force_repeat", "=", "False", ",", "prevent_repeat", "=", "False", ",", "dataset_kwargs", "=", "None",...	34.877193	16.245614
def store(self, extractions: List[Extraction], attribute: str, group_by_tags: bool = True) -> None: """ Records extractions in the container, and for each individual extraction inserts a ProvenanceRecord to record where the extraction is stored. Records the "output_segment" in the proven...	[ "def", "store", "(", "self", ",", "extractions", ":", "List", "[", "Extraction", "]", ",", "attribute", ":", "str", ",", "group_by_tags", ":", "bool", "=", "True", ")", "->", "None", ":", "if", "not", "isinstance", "(", "self", ".", "_value", ",", "d...	54.894737	31.026316
def read_tx_opreturn(vout: dict) -> bytes: '''Decode OP_RETURN message from vout[1]''' asm = vout['scriptPubKey']['asm'] n = asm.find('OP_RETURN') if n == -1: raise InvalidNulldataOutput({'error': 'OP_RETURN not found.'}) else: # add 10 because 'OP_RETURN ' is 10 characters ...	[ "def", "read_tx_opreturn", "(", "vout", ":", "dict", ")", "->", "bytes", ":", "asm", "=", "vout", "[", "'scriptPubKey'", "]", "[", "'asm'", "]", "n", "=", "asm", ".", "find", "(", "'OP_RETURN'", ")", "if", "n", "==", "-", "1", ":", "raise", "Invali...	31.529412	17.058824
def get(self): """ Fetches the current state of the alarm from the API and updates the object. """ new_alarm = self.entity.get_alarm(self) if new_alarm: self._add_details(new_alarm._info)	[ "def", "get", "(", "self", ")", ":", "new_alarm", "=", "self", ".", "entity", ".", "get_alarm", "(", "self", ")", "if", "new_alarm", ":", "self", ".", "_add_details", "(", "new_alarm", ".", "_info", ")" ]	30	14.75
def generalize(self, sr, geometries, maxDeviation, deviationUnit): """ The generalize operation is performed on a geometry service resource. The generalize operation simplifies the input geometries using the Do...	[ "def", "generalize", "(", "self", ",", "sr", ",", "geometries", ",", "maxDeviation", ",", "deviationUnit", ")", ":", "url", "=", "self", ".", "_url", "+", "\"/generalize\"", "params", "=", "{", "\"f\"", ":", "\"json\"", ",", "\"sr\"", ":", "sr", ",", "...	49.117647	22.941176
def create_or_update_resource(resource_name, identifier_fields, data, diff=None, profile='pagerduty', subdomain=None, api_key=None): ''' create or update any pagerduty resource Helper method for present(). Determining if two resources are the same is different for different PD resource, so this method ...	[ "def", "create_or_update_resource", "(", "resource_name", ",", "identifier_fields", ",", "data", ",", "diff", "=", "None", ",", "profile", "=", "'pagerduty'", ",", "subdomain", "=", "None", ",", "api_key", "=", "None", ")", ":", "# try to locate the resource by an...	48.763636	30.218182
def url(self): """ Returns the URL for the current transformation, which can be used to retrieve the file. If security is enabled, signature and policy parameters will be included returns [String] ```python transform = client.upload(filepath='/path/to/file') ...	[ "def", "url", "(", "self", ")", ":", "return", "utils", ".", "get_transform_url", "(", "self", ".", "_transformation_tasks", ",", "external_url", "=", "self", ".", "external_url", ",", "handle", "=", "self", ".", "handle", ",", "security", "=", "self", "."...	34	24.111111
def get_function_from_settings(settings_key): """Gets a function from the string path defined in a settings file. Example: # my_app/my_file.py def some_function(): # do something pass # settings.py SOME_FUNCTION = 'my_app.my_file.some_function' > get_function_from_setting...	[ "def", "get_function_from_settings", "(", "settings_key", ")", ":", "renderer_func_str", "=", "getattr", "(", "settings", ",", "settings_key", ",", "None", ")", "if", "not", "renderer_func_str", ":", "return", "None", "module_str", ",", "renderer_func_name", "=", ...	24.892857	21.678571
def cut_off_drivers_of(dstSignal, statements): """ Cut off drivers from statements """ separated = [] stm_filter = [] for stm in statements: stm._clean_signal_meta() d = stm._cut_off_drivers_of(dstSignal) if d is not None: separated.append(d) f = d is...	[ "def", "cut_off_drivers_of", "(", "dstSignal", ",", "statements", ")", ":", "separated", "=", "[", "]", "stm_filter", "=", "[", "]", "for", "stm", "in", "statements", ":", "stm", ".", "_clean_signal_meta", "(", ")", "d", "=", "stm", ".", "_cut_off_drivers_...	25.25	14.625
def fill(self, paths): """ Initialise the tree. paths is a list of strings where each string is the relative path to some file. """ for path in paths: tree = self.tree parts = tuple(path.split('/')) dir_parts = parts[:-1] b...	[ "def", "fill", "(", "self", ",", "paths", ")", ":", "for", "path", "in", "paths", ":", "tree", "=", "self", ".", "tree", "parts", "=", "tuple", "(", "path", ".", "split", "(", "'/'", ")", ")", "dir_parts", "=", "parts", "[", ":", "-", "1", "]",...	33.090909	15.818182
def autodoc_module(module): """Add a short summary of all implemented members to a modules docstring. """ doc = getattr(module, '__doc__') if doc is None: doc = '' members = [] for name, member in inspect.getmembers(module): if ((not name.startswith('_')) and (ins...	[ "def", "autodoc_module", "(", "module", ")", ":", "doc", "=", "getattr", "(", "module", ",", "'__doc__'", ")", "if", "doc", "is", "None", ":", "doc", "=", "''", "members", "=", "[", "]", "for", "name", ",", "member", "in", "inspect", ".", "getmembers...	38.615385	12.538462
def _to_dict(self, node, fast_access=True, short_names=False, nested=False, copy=True, with_links=True): """ Returns a dictionary with pairings of (full) names as keys and instances as values. :param fast_access: If true parameter or result values are returned instead of t...	[ "def", "_to_dict", "(", "self", ",", "node", ",", "fast_access", "=", "True", ",", "short_names", "=", "False", ",", "nested", "=", "False", ",", "copy", "=", "True", ",", "with_links", "=", "True", ")", ":", "if", "(", "fast_access", "or", "short_name...	33.512821	23.717949

def lookup_tag(name): """Look up a tag based on its key. Returns a DmapTag.""" return next((_TAGS[t] for t in _TAGS if t == name), DmapTag(_read_unknown, 'unknown tag'))

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47.5

12

def value(self): # type: () -> bytes """Binary value content.""" v = self.file return v.open("rb").read() if v is not None else v

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31.4

14.8

def download(self, job_id, destination=None, timeout=DEFAULT_TIMEOUT, retries=DEFAULT_RETRIES): """ Downloads all screenshots for given job_id to `destination` folder. If `destination` is None, then screenshots will be saved in current directory. """ self._retries_num = 0 ...

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46.222222

22.222222

def format_camel_case(text): """ Example:: ThisIsVeryGood **中文文档** 将文本格式化为各单词首字母大写, 拼接而成的长变量名。 """ text = text.strip() if len(text) == 0: # if empty string, return it raise ValueError("can not be empty string!") else: text = text.lower() # lower all char ...

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25.1

16.566667

def __get_base_path(self): """Return the file's directory and file name, with the suffix stripped.""" entry = self.get() return SCons.Subst.SpecialAttrWrapper(SCons.Util.splitext(entry.get_path())[0], entry.name + "_base")

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49

16.833333

def handle_oauth1_response(self, args): """Handles an oauth1 authorization response.""" client = self.make_client() client.verifier = args.get('oauth_verifier') tup = session.get('%s_oauthtok' % self.name) if not tup: raise OAuthException( 'Token not f...

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36.1

13

def connected_to(self, vertex_id): """ Parameters ----------- vertex_id : int Get what `vertex_id` is connected to. Returns ----------- int|None, the vertex id connected to the input `vertex_id` in this edge, as long as `vertex_id` is ...

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31.111111

14.777778

def predict_expectation(self, X): """ Compute the expected lifetime, E[T], using covariates X. Parameters ---------- X: a (n,d) covariate numpy array or DataFrame If a DataFrame, columns can be in any order. If a numpy array, columns must be in the ...

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35.6875

19.8125

def check_address(cls, *, chat: typing.Union[str, int, None] = None, user: typing.Union[str, int, None] = None) -> (typing.Union[str, int], typing.Union[str, int]): """ In all storage's methods chat or user is always required. If one of them is not pro...

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38

24.380952

def call_external_subprocess(command_list, stdin_filename=None, stdout_filename=None, stderr_filename=None, env=None): """Run the command and arguments in the command_list. Will search the system PATH for commands to execute, but no shell is started. Redirects any...

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42.642857

20.25

def two_way_information_gain(X, Y, Z, base=2): """Calculates the two-way information gain between three variables, I(X;Y;Z), in the given base IG(X;Y;Z) indicates the information gained about variable Z by the joint variable X_Y, after removing the information that X and Y have about Z individually. Thus, ...

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43.607143

25.607143

def main(): """ main function """ # get options and arguments (parser, options, args) = init_parser() # initialize result variable result = None # check for values which are always needed if not options.user: parser.error("No user given.") if not options.secret: parser....

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31.902439

18.658537

def filter_all_contents(value: ecore.EPackage, type_): """Returns `eAllContents(type_)`.""" return (c for c in value.eAllContents() if isinstance(c, type_))

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56.666667

15.333333

def print_debug(self, text, indent=0): """Only prints debug info on screen when self.debug == True.""" if self.debug: if indent > 0: print(" "*self.debug, text) self.debug += indent if indent <= 0: print(" "*self.debug, text)

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37.75

7.625

def enqueue(self, message, *, delay=None): """Enqueue a message. Parameters: message(Message): The message to enqueue. delay(int): The minimum amount of time, in milliseconds, to delay the message by. Raises: QueueNotFound: If the queue the message is ...

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31.833333

15.1

def FindLiteral(self, pattern, data): """Search the data for a hit.""" pattern = utils.Xor(pattern, self.xor_in_key) offset = 0 while 1: # We assume here that data.find does not make a copy of pattern. offset = data.find(pattern, offset) if offset < 0: break yield (off...

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23.466667

22

def check_pause(self): """ Call at regular intervals within long running tasks to add pause breakpoints. :return: time that the task was paused for, always 0.0 if it didn't pause :rtype: float """ # todo task_runner vs model pause_time = 0.0 sleep_time =...

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30.5625

16.8125

def __stringify_body(self, request_or_response): ''' this method reference from httprunner ''' headers = self.__track_info['{}_headers'.format(request_or_response)] body = self.__track_info.get('{}_body'.format(request_or_response)) if isinstance(body, CaseInsensitiveDict): ...

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42.866667

20.6

def make_split(self, split_name, val_indices=None, train_pct=0.8, field_name=None): """ Splits the dataset into train and test according to the given attribute. The split is saved with the dataset for future access. Parameters ---------- split_name : str name...

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39.778761

17.345133

def check_configuration_string( self, config_string, is_job=True, external_name=False ): """ Check whether the given job or task configuration string is well-formed (if ``is_bstring`` is ``True``) and it has all the required parameters....

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44.976744

20.604651

def add_prefix(self, name, stmt): """Return `name` prepended with correct prefix. If the name is already prefixed, the prefix may be translated to the value obtained from `self.module_prefixes`. Unmodified `name` is returned if we are inside a global grouping. """ if se...

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41.214286

17.357143

def add_group_members(self, members): """Add a new group member to the groups list :param members: member name :type members: str :return: None """ if not isinstance(members, list): members = [members] if not getattr(self, 'group_members', None): ...

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28.928571

12.571429

def filterAll(self, **kwargs): ''' filterAll aka filterAllAnd - Perform a filter operation on ALL nodes in this collection and all their children. Results must match ALL the filter criteria. for ANY, use the *Or methods For just the nodes in this collection, use "filter" or...

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44.884615

37.576923

def _get_3000_galaxies_needing_metadata( self): """ get 3000 galaxies needing metadata **Return:** - ``len(self.theseIds)`` -- the number of NED IDs returned .. todo :: - update key arguments values and definitions with defaults - update return ...

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33.025

20.125

def _set_trap(self, v, load=False): """ Setter method for trap, mapped from YANG variable /snmp_server/enable/trap (container) If this variable is read-only (config: false) in the source YANG file, then _set_trap is considered as a private method. Backends looking to populate this variable should ...

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70.954545

33

def _load_yaml_config(cls, config_data, filename="(unknown)"): """Load a yaml config file.""" try: config = yaml.safe_load(config_data) except yaml.YAMLError as err: if hasattr(err, 'problem_mark'): mark = err.problem_mark errmsg = ("Inval...

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39.363636

16.636364

def get(map_name): """Get an instance of a map by name. Errors if the map doesn't exist.""" if isinstance(map_name, Map): return map_name # Get the list of maps. This isn't at module scope to avoid problems of maps # being defined after this module is imported. maps = get_maps() map_class = maps.get(ma...

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34.5

19

def originalTextFor(expr, asString=True): """Helper to return the original, untokenized text for a given expression. Useful to restore the parsed fields of an HTML start tag into the raw tag text itself, or to revert separate tokens with intervening whitespace back to the original matching input text. ...

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41.829268

20.487805

def _from_json_list(cls, response_raw, wrapper=None): """ :type response_raw: client.BunqResponseRaw :type wrapper: str|None :rtype: client.BunqResponse[list[cls]] """ json = response_raw.body_bytes.decode() obj = converter.json_to_class(dict, json) arra...

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36.913043

19.608696

def power_up(self): """ Changes all settings to guarantee the motors will be used at their maximum power. """ for m in self.motors: m.compliant = False m.moving_speed = 0 m.torque_limit = 100.0

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40

9.5

def typecasted(func): """Decorator that converts arguments via annotations.""" signature = inspect.signature(func).parameters.items() @wraps(func) def wrapper(*args, **kwargs): args = list(args) new_args = [] new_kwargs = {} for _, param in signature: convert...

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36.153846

12.230769

def _parse(self, fname, code): """Parse RiveScript code into memory. :param str fname: The arbitrary file name used for syntax reporting. :param []str code: Lines of RiveScript source code to parse. """ # Get the "abstract syntax tree" ast = self._parser.parse(fname, co...

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42.904762

17.761905

def init_logging( log_dir=tempfile.gettempdir(), format="[%(asctime)s][%(levelname)s] %(name)s:%(lineno)s - %(message)s", level=logging.INFO, ): """Configures logging to output to the provided log_dir. Will use a nested directory whose name is the current timestamp. :param log_dir: The directo...

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33.642857

20.666667

def getPID(self): """ Returns the PID for the associated app (or -1, if no app is associated or the app is not running) """ if self._pid is not None: if not PlatformManager.isPIDValid(self._pid): self._pid = -1 return self._pid return -1

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34.333333

13.111111

def CreateDataTypeMapByType(cls, data_type_definition): """Creates a specific data type map by type indicator. Args: data_type_definition (DataTypeDefinition): data type definition. Returns: DataTypeMap: data type map or None if the date type definition is not available. """ ...

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31.875

20.8125

def get_related_fields(model_class, field_name, path=""): """ Get fields for a given model """ if field_name: field, model, direct, m2m = _get_field_by_name(model_class, field_name) if direct: # Direct field try: new_model = _get_remote_field(field).parent...

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33.5

19.423077

def mark_module_skipped(self, module_name): """Skip reloading the named module in the future""" try: del self.modules[module_name] except KeyError: pass self.skip_modules[module_name] = True

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34.285714

11

def encode_id_header(resource): """ Generate a header for a newly created resource. Assume `id` attribute convention. """ if not hasattr(resource, "id"): return {} return { "X-{}-Id".format( camelize(name_for(resource)) ): str(resource.id), }

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19.666667

17.4

def represent_list(self, data): """If a list has less than 4 items, represent it in inline style (i.e. comma separated, within square brackets). """ node = super(Dumper, self).represent_list(data) length = len(data) if self.default_flow_style is None and length < 4: ...

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40.090909

9.818182

def _get_field(instance, field): """ This is here to support ``MarkupField``. It's a little ugly to have that support baked-in; other option would be to have a generic way (via setting?) to override how attribute values are fetched from content model instances. """ value = getattr(inst...

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30.230769

16.538462

def _FormatExpression(self, frame, expression): """Evaluates a single watched expression and formats it into a string form. If expression evaluation fails, returns error message string. Args: frame: Python stack frame in which the expression is evaluated. expression: string expression to evalu...

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35.368421

22.210526

def _dist_version_url(self, dist): """ Get version and homepage for a pkg_resources.Distribution :param dist: the pkg_resources.Distribution to get information for :returns: 2-tuple of (version, homepage URL) :rtype: tuple """ ver = str(dist.version) url ...

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32.722222

14.055556

def wait(self, pattern, timeout=10.0, safe=False, **match_kwargs): """Wait till pattern is found or time is out (default: 10s).""" t = time.time() + timeout while time.time() < t: ret = self.exists(pattern, **match_kwargs) if ret: return ret ti...

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42.3

16.2

def _init_client(self, from_archive=False): """Init client""" return MattermostClient(self.url, self.api_token, max_items=self.max_items, sleep_for_rate=self.sleep_for_rate, min_rate_to_sleep=self.min_rate_t...

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51.222222

21.777778

def diff(self, order=1): """Differentiate a B-spline `order` number of times. Parameters: order: int, >= 0 Returns: **lambda** `x`: ... that evaluates the `order`-th derivative of `B` at the point `x`. The returned function internally uses __call__, which is 'memoized' for ...

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39.447368

29.526316

def set_initial_state(self, initial_state, initial_frames): """Sets the state that will be used on next reset.""" self._initial_state = initial_state self._initial_frames = initial_frames[:, -1, ...] self._should_preprocess_on_reset = False

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50.4

7.4

def statisticalInefficiencyMultiple(A_kn, fast=False, return_correlation_function=False): """Estimate the statistical inefficiency from multiple stationary timeseries (of potentially differing lengths). Parameters ---------- A_kn : list of np.ndarrays A_kn[k] is the kth timeseries, and A_kn[k][...

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36.832258

28.464516

def _fetchAllChildren(self): """ Gets all sub directories and files within the current directory. Does not fetch hidden files. """ childItems = [] fileNames = os.listdir(self._fileName) absFileNames = [os.path.join(self._fileName, fn) for fn in fileNames] # A...

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42.9

21.45

def clear(self): """Clears all the axes to start fresh.""" for ax in self.flat_grid: for im_h in ax.findobj(AxesImage): im_h.remove()

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28.833333

14.666667

def create_tab_header_label(tab_name, icons): """Create the tab header labels for notebook tabs. If USE_ICONS_AS_TAB_LABELS is set to True in the gui_config, icons are used as headers. Otherwise, the titles of the tabs are rotated by 90 degrees. :param tab_name: The label text of the tab, written in small ...

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48.208333

18.375

def write(self, data): """Writes json data to the output directory.""" cnpj, data = data path = os.path.join(self.output, '%s.json' % cnpj) with open(path, 'w') as f: json.dump(data, f, encoding='utf-8')

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34.571429

15

def _parse_operation_bytes(unpacker): """Returns a protobuf message representing the next operation as read from the byte stream in unpacker """ # Check for and parse optional source account field source_account = None if unpacker.unpack_bool(): source_account = unpacker.unpack_fopaque(...

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31.930818

18.100629

def pack_ip_addr(addr): """Given an IP address tuple like ('1.2.3.4', 47808) return the six-octet string useful for a BACnet address.""" addr, port = addr return socket.inet_aton(addr) + struct.pack('!H', port & _short_mask)

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47.2

13.8

def set_scan_target_progress( self, scan_id, target, host, progress): """ Sets host's progress which is part of target. """ self.scan_collection.set_target_progress( scan_id, target, host, progress)

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46.8

7

def create_states_geo_zone(cls, states_geo_zone, **kwargs): """Create StatesGeoZone Create a new StatesGeoZone This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True >>> thread = api.create_states_geo_zone(states_geo...

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43.666667

21.761905

def _charInfo(self, point, padding): """ Displays character info. """ print('{0:0>4X} '.format(point).rjust(padding), ud.name(chr(point), '<code point {0:0>4X}>'.format(point)))

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41

17.4

def quote_js(text): '''Quotes text to be used as JavaScript string in HTML templates. The result doesn't contain surrounding quotes.''' if isinstance(text, six.binary_type): text = text.decode('utf-8') # for Jinja2 Markup text = text.replace('\\', '\\\\'); text = text.replace('\n', '\\n'); ...

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40.909091

14

def mavlink_packet(self, msg): '''handle an incoming mavlink packet''' type = msg.get_type() if type == "STATUSTEXT": # say some statustext values if msg.text.startswith("Tuning: "): self.say(msg.text[8:])

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37.571429

6.428571

def atlasdb_reset_zonefile_tried_storage( con=None, path=None ): """ For zonefiles that we don't have, re-attempt to fetch them from storage. """ with AtlasDBOpen(con=con, path=path) as dbcon: sql = "UPDATE zonefiles SET tried_storage = ? WHERE present = ?;" args = (0, 0) cur ...

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27.733333

23.333333

def put(self, destination): """ Copy the referenced directory to this path Note: This ignores anything not in the desired directory, given by ``self.dirname``. Args: destination (str): path to put this directory (which must NOT already exist) References: ...

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38.878788

23.151515

def get_motor_position(self, motor_name): """ Gets the motor current position. """ return self.call_remote_api('simxGetJointPosition', self.get_object_handle(motor_name), streaming=True)

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54

12.4

def zone_compare(timezone): ''' Compares the given timezone name with the system timezone name. Checks the hash sum between the given timezone, and the one set in /etc/localtime. Returns True if names and hash sums match, and False if not. Mostly useful for running state checks. .. versionchang...

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31.434783

22.478261

def _read_ssh_config(ssh_host, ssh_config_file, ssh_username=None, ssh_pkey=None, ssh_port=None, ssh_proxy=None, compression=None, logger=None): ...

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41.338983

15.745763

def create_screenshot(self, app_id, filename, position=1): """Add a screenshot to the web app identified by by ``app_id``. Screenshots are ordered by ``position``. :returns: HttpResponse: * status_code (int) 201 is successful * content (dict) containing screenshot data ...

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36.863636

11.863636

def transform(self, X, lenscale=None): """ Apply the RBF to X. Parameters ---------- X: ndarray (N, d) array of observations where N is the number of samples, and d is the dimensionality of X. lenscale: scalar or ndarray, optional scal...

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31.291667

20.708333

def get_apps(exclude=(), append=(), current={'apps': INSTALLED_APPS}): """ Returns INSTALLED_APPS without the apps listed in exclude and with the apps listed in append. The use of a mutable dict is intentional, in order to preserve the state of the INSTALLED_APPS tuple across multiple settings file...

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34.923077

22.153846

def store(self, data, key=None, *args, **kwargs): """ Cache the list :param list data: List of objects to cache """ list.__init__(self, data) self._store_items(self._cache_key(key))

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31.428571

11

def _bsecurate_cli_component_file_refs(args): '''Handles the component-file-refs subcommand''' data = curate.component_file_refs(args.files) s = '' for cfile, cdata in data.items(): s += cfile + '\n' rows = [] for el, refs in cdata: rows.append((' ' + el, ' '.joi...

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27.428571

20.142857

def _complete_path(path=None): """Perform completion of filesystem path. https://stackoverflow.com/questions/5637124/tab-completion-in-pythons-raw-input """ if not path: return _listdir('.') dirname, rest = os.path.split(path) tmp = dirname if dirname else '.' res = [p for p ...

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41.529412

14.235294

def _document_by_attribute(self, kind, condition=None): """ Helper method to return the document only if it has an attribute that's an instance of the given kind, and passes the condition. """ doc = self.document if doc: for attr in doc.attributes: ...

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38.666667

12.5

def fit(self, X, y=None, init=None): """ Computes the position of the points in the embedding space Parameters ---------- X : array, shape=[n_samples, n_features], or [n_samples, n_samples] \ if dissimilarity='precomputed' Input data. ...

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36.0625

19.5625

def pages_siblings_menu(context, page, url='/'): """Get the parent page of the given page and render a nested list of its child pages. Good for rendering a secondary menu. :param page: the page where to start the menu from. :param url: not used anymore. """ lang = context.get('lang', pages_sett...

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36.411765

16

def route_exists(destination_cidr_block, route_table_name=None, route_table_id=None, gateway_id=None, instance_id=None, interface_id=None, tags=None, region=None, key=None, keyid=None, profile=None, vpc_peering_connection_id=None): ''' Checks if a route exists. .. versiona...

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41.878788

30.69697

def deploy(target): """Deploys the package and documentation. Proceeds in the following steps: 1. Ensures proper environment variables are set and checks that we are on Circle CI 2. Tags the repository with the new version 3. Creates a standard distribution and a wheel 4. Updates version.py to...

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39.768293

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def imsave(path, img, channel_first=False, as_uint16=False, auto_scale=True): """ Save image by pypng module. Args: path (str): output filename img (numpy.ndarray): Image array to save. Image shape is considered as (height, width, channel) by default. channel_first: This...

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def assign_moving_mean_variance( mean_var, variance_var, value, decay, name=None): """Compute exponentially weighted moving {mean,variance} of a streaming value. The `value` updated exponentially weighted moving `mean_var` and `variance_var` are given by the following recurrence relations: ```python var...

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def p_deploy_sentence(self, t): """deploy_sentence : DEPLOY VAR NUMBER | DEPLOY VAR NUMBER VAR""" if len(t) == 4: t[0] = deploy(t[2], t[3], line=t.lineno(1)) else: t[0] = deploy(t[2], t[3], t[4], line=t.lineno(1))

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def following_key(key): """ Returns the key immediately following the input key - based on the Java implementation found in org.apache.accumulo.core.data.Key, function followingKey(PartialKey part) :param key: the key to be followed :return: a key that immediately follows the input key """ i...

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def get_portchannel_info_by_intf_output_lacp_actor_max_deskew(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") get_portchannel_info_by_intf = ET.Element("get_portchannel_info_by_intf") config = get_portchannel_info_by_intf output = ET.SubElement(g...

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def check( state, unused=False, style=False, ignore=None, args=None, **kwargs ): """Checks for security vulnerabilities and against PEP 508 markers provided in Pipfile.""" from ..core import do_check do_check( three=state.three, python=state.python, system=st...

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def delete_certificate_issuer(self, certificate_issuer_id, **kwargs): # noqa: E501 """Delete certificate issuer. # noqa: E501 Delete a certificate issuer by ID. <br> **Example usage:** ``` curl -X DELETE \\ -H 'authorization: <valid access token>' \\ https://api.us-east-1.mbedcloud.com/v3/certificat...

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def _ensure_sliding_windows(self, assets, dts, field, is_perspective_after): """ Ensure that there is a Float64Multiply window for each asset that can provide data for the given parameters. If the corresponding window for the (assets, len(dts), field) does...

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def flip_ctrlpts_u(ctrlpts, size_u, size_v): """ Flips a list of 1-dimensional control points from u-row order to v-row order. **u-row order**: each row corresponds to a list of u values **v-row order**: each row corresponds to a list of v values :param ctrlpts: control points in u-row order :typ...

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def getNeighbors(trainingSet, testInstance, k, considerDimensions=None): """ collect the k most similar instances in the trainingSet for a given test instance :param trainingSet: A list of data instances :param testInstance: a single data instance :param k: number of neighbors :param considerDimensions: a...

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def connect(self, host, port): ''' Connect to a host and port. ''' # Clear the connect state immediately since we're no longer connected # at this point. self._connected = False # Only after the socket has connected do we clear this state; closed # must b...

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def cli(ctx, feature_id, old_db, old_accession, new_db, new_accession, organism="", sequence=""): """Delete a dbxref from a feature Output: A standard apollo feature dictionary ({"features": [{...}]}) """ return ctx.gi.annotations.update_dbxref(feature_id, old_db, old_accession, new_db, new_accession,...

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def optimize(initial_memory): """ This will remove useless instructions """ global BLOCKS global PROC_COUNTER LABELS.clear() JUMP_LABELS.clear() del MEMORY[:] PROC_COUNTER = 0 cleanupmem(initial_memory) if OPTIONS.optimization.value <= 2: return '\n'.join(x for x in ini...

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def is_published(self): """Check fields 980 and 773 to see if the record has already been published. :return: True is published, else False """ field773 = record_get_field_instances(self.record, '773') for f773 in field773: if 'c' in field_get_subfields(f773): ...

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def input_fn(self, mode, hparams, data_dir=None, params=None, config=None, force_repeat=False, prevent_repeat=False, dataset_kwargs=None): """Builds input pipeline for problem. Args: mo...

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def store(self, extractions: List[Extraction], attribute: str, group_by_tags: bool = True) -> None: """ Records extractions in the container, and for each individual extraction inserts a ProvenanceRecord to record where the extraction is stored. Records the "output_segment" in the proven...

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def read_tx_opreturn(vout: dict) -> bytes: '''Decode OP_RETURN message from vout[1]''' asm = vout['scriptPubKey']['asm'] n = asm.find('OP_RETURN') if n == -1: raise InvalidNulldataOutput({'error': 'OP_RETURN not found.'}) else: # add 10 because 'OP_RETURN ' is 10 characters ...

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def get(self): """ Fetches the current state of the alarm from the API and updates the object. """ new_alarm = self.entity.get_alarm(self) if new_alarm: self._add_details(new_alarm._info)

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def generalize(self, sr, geometries, maxDeviation, deviationUnit): """ The generalize operation is performed on a geometry service resource. The generalize operation simplifies the input geometries using the Do...

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def create_or_update_resource(resource_name, identifier_fields, data, diff=None, profile='pagerduty', subdomain=None, api_key=None): ''' create or update any pagerduty resource Helper method for present(). Determining if two resources are the same is different for different PD resource, so this method ...

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def url(self): """ Returns the URL for the current transformation, which can be used to retrieve the file. If security is enabled, signature and policy parameters will be included *returns* [String] ```python transform = client.upload(filepath='/path/to/file') ...

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34

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def get_function_from_settings(settings_key): """Gets a function from the string path defined in a settings file. Example: # my_app/my_file.py def some_function(): # do something pass # settings.py SOME_FUNCTION = 'my_app.my_file.some_function' > get_function_from_setting...

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24.892857

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def cut_off_drivers_of(dstSignal, statements): """ Cut off drivers from statements """ separated = [] stm_filter = [] for stm in statements: stm._clean_signal_meta() d = stm._cut_off_drivers_of(dstSignal) if d is not None: separated.append(d) f = d is...

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def fill(self, paths): """ Initialise the tree. paths is a list of strings where each string is the relative path to some file. """ for path in paths: tree = self.tree parts = tuple(path.split('/')) dir_parts = parts[:-1] b...

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def autodoc_module(module): """Add a short summary of all implemented members to a modules docstring. """ doc = getattr(module, '__doc__') if doc is None: doc = '' members = [] for name, member in inspect.getmembers(module): if ((not name.startswith('_')) and (ins...

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def _to_dict(self, node, fast_access=True, short_names=False, nested=False, copy=True, with_links=True): """ Returns a dictionary with pairings of (full) names as keys and instances as values. :param fast_access: If true parameter or result values are returned instead of t...

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