kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def start(self, app): """ Start application. """ app.middlewares.insert(0, debugtoolbar_middleware_factory) self.global_panels = [Panel(self.app) for Panel in self.cfg.global_panels]	[ "def", "start", "(", "self", ",", "app", ")", ":", "app", ".", "middlewares", ".", "insert", "(", "0", ",", "debugtoolbar_middleware_factory", ")", "self", ".", "global_panels", "=", "[", "Panel", "(", "self", ".", "app", ")", "for", "Panel", "in", "se...	50.75	21.75
def string(prompt=None, empty=False): """Prompt a string. Parameters ---------- prompt : str, optional Use an alternative prompt. empty : bool, optional Allow an empty response. Returns ------- str or None A str if the user entered a non-empty string. No...	[ "def", "string", "(", "prompt", "=", "None", ",", "empty", "=", "False", ")", ":", "s", "=", "_prompt_input", "(", "prompt", ")", "if", "empty", "and", "not", "s", ":", "return", "None", "else", ":", "if", "s", ":", "return", "s", "else", ":", "r...	21.96	20.28
def update(self, role_sid=values.unset, last_consumed_message_index=values.unset): """ Update the MemberInstance :param unicode role_sid: The Role assigned to this member. :param unicode last_consumed_message_index: An Integer representing index of the last Message this M...	[ "def", "update", "(", "self", ",", "role_sid", "=", "values", ".", "unset", ",", "last_consumed_message_index", "=", "values", ".", "unset", ")", ":", "return", "self", ".", "_proxy", ".", "update", "(", "role_sid", "=", "role_sid", ",", "last_consumed_messa...	40.866667	22.733333
def manage(self): """ Manage the task to handle restarts, reconfiguration, etc. Returns True to request a shorter period before the next call, False if nothing special is needed. """ log = self._params.get('log', self._discard) if self._stopping: log.debu...	[ "def", "manage", "(", "self", ")", ":", "log", "=", "self", ".", "_params", ".", "get", "(", "'log'", ",", "self", ".", "_discard", ")", "if", "self", ".", "_stopping", ":", "log", ".", "debug", "(", "\"Task '%s', stopping, retrying stop()\"", ",", "self...	42.26087	19.652174
def upload(self, file, name=None, prefix=None, extensions=None, overwrite=False, public=False, random_name=False, **kwargs): """ To upload file :param file: FileStorage object ...	[ "def", "upload", "(", "self", ",", "file", ",", "name", "=", "None", ",", "prefix", "=", "None", ",", "extensions", "=", "None", ",", "overwrite", "=", "False", ",", "public", "=", "False", ",", "random_name", "=", "False", ",", "", "", "kwargs", ...	41.39759	21.542169
def endpoint(self, endpoint): """A decorator to register a function as an endpoint. Example:: @app.endpoint('example.endpoint') def example(): return "example" :param endpoint: the name of the endpoint """ def decorator(f): se...	[ "def", "endpoint", "(", "self", ",", "endpoint", ")", ":", "def", "decorator", "(", "f", ")", ":", "self", ".", "view_functions", "[", "endpoint", "]", "=", "f", "return", "f", "return", "decorator" ]	27.428571	14.714286
def update(self, gradient, step): """Update the search direction given the latest gradient and step""" self.old_gradient = self.gradient self.gradient = gradient N = len(self.gradient) if self.inv_hessian is None: # update the direction self.direction = -s...	[ "def", "update", "(", "self", ",", "gradient", ",", "step", ")", ":", "self", ".", "old_gradient", "=", "self", ".", "gradient", "self", ".", "gradient", "=", "gradient", "N", "=", "len", "(", "self", ".", "gradient", ")", "if", "self", ".", "inv_hes...	38.92	10.6
def translate_func(name, block, args): """Translates functions and all nested functions to Python code. name - name of that function (global functions will be available under var while inline will be available directly under this name ) block - code of the function (with brackets {} ) ...	[ "def", "translate_func", "(", "name", ",", "block", ",", "args", ")", ":", "inline", "=", "name", ".", "startswith", "(", "'PyJsLvalInline'", ")", "real_name", "=", "''", "if", "inline", ":", "name", ",", "real_name", "=", "name", ".", "split", "(", "'...	48.8	17.577778
def from_segment_xml(cls, xml_file, **kwargs): """ Read a ligo.segments.segmentlist from the file object file containing an xml segment table. Parameters ----------- xml_file : file object file object for segment xml file """ # load xmldocumen...	[ "def", "from_segment_xml", "(", "cls", ",", "xml_file", ",", "", "", "kwargs", ")", ":", "# load xmldocument and SegmentDefTable and SegmentTables", "fp", "=", "open", "(", "xml_file", ",", "'r'", ")", "xmldoc", ",", "_", "=", "ligolw_utils", ".", "load_fileob...	42.789474	21.982456
def process_nxml_file(fname, output_fmt='json', outbuf=None, cleanup=True, **kwargs): """Return processor with Statements extracted by reading an NXML file. Parameters ---------- fname : str The path to the NXML file to be read. output_fmt: Optional[str] The ou...	[ "def", "process_nxml_file", "(", "fname", ",", "output_fmt", "=", "'json'", ",", "outbuf", "=", "None", ",", "cleanup", "=", "True", ",", "", "", "kwargs", ")", ":", "sp", "=", "None", "out_fname", "=", "None", "try", ":", "out_fname", "=", "run_spar...	33.085714	21.914286
def execute(self, query, multiparams, params): """Executes a SQL query with optional parameters. query - a SQL query string or any sqlalchemy expression. multiparams/**params - represent bound parameter values to be used in the execution. Typically, the format is a dictionary ...	[ "def", "execute", "(", "self", ",", "query", ",", "", "multiparams", ",", "", "", "params", ")", ":", "coro", "=", "self", ".", "_execute", "(", "query", ",", "", "multiparams", ",", "", "", "params", ")", "return", "_SAConnectionContextManager", ...	30.564103	22.512821
def load_handlers(handler_mapping): """ Given a dictionary mapping which looks like the following, import the objects based on the dotted path and yield the packet type and handler as pairs. If the special string '*' is passed, don't process that, pass it on as it is a wildcard. If an non-...	[ "def", "load_handlers", "(", "handler_mapping", ")", ":", "handlers", "=", "{", "}", "for", "packet_type", ",", "handler", "in", "handler_mapping", ".", "items", "(", ")", ":", "if", "packet_type", "==", "'*'", ":", "Packet", "=", "packet_type", "elif", "i...	28.977273	22.840909
def get_authorisation_url(self, reset=False): """ Initialises the OAuth2 Process by asking the auth server for a login URL. Once called, the user can login by being redirected to the url returned by this function. If there is an error during authorisation, None is returned.""...	[ "def", "get_authorisation_url", "(", "self", ",", "reset", "=", "False", ")", ":", "if", "reset", ":", "self", ".", "auth_url", "=", "None", "if", "not", "self", ".", "auth_url", ":", "try", ":", "oauth", "=", "OAuth2Session", "(", "self", ".", "client...	43.611111	20.944444
def on_left_click(self, event, grid, choices): """ creates popup menu when user clicks on the column if that column is in the list of choices that get a drop-down menu. allows user to edit the column, but only from available values """ row, col = event.GetRow(), event.Get...	[ "def", "on_left_click", "(", "self", ",", "event", ",", "grid", ",", "choices", ")", ":", "row", ",", "col", "=", "event", ".", "GetRow", "(", ")", ",", "event", ".", "GetCol", "(", ")", "if", "col", "==", "0", "and", "self", ".", "grid", ".", ...	46.280702	19.614035
def clear(self): ''' Clear plugin manager state. Registered mimetype functions will be disposed after calling this method. ''' self._mimetype_functions = list(self._default_mimetype_functions) super(MimetypePluginManager, self).clear()	[ "def", "clear", "(", "self", ")", ":", "self", ".", "_mimetype_functions", "=", "list", "(", "self", ".", "_default_mimetype_functions", ")", "super", "(", "MimetypePluginManager", ",", "self", ")", ".", "clear", "(", ")" ]	31.555556	25.333333
def lengths( self ): """ The cell lengths. Args: None Returns: (np.array(a,b,c)): The cell lengths. """ return( np.array( [ math.sqrt( sum( row**2 ) ) for row in self.matrix ] ) )	[ "def", "lengths", "(", "self", ")", ":", "return", "(", "np", ".", "array", "(", "[", "math", ".", "sqrt", "(", "sum", "(", "row", "**", "2", ")", ")", "for", "row", "in", "self", ".", "matrix", "]", ")", ")" ]	22.090909	21.909091
def ignore_warning(warning): """ Ignore any emitted warnings from a function. :param warning: The category of warning to ignore. """ def decorator(func): """ Return a decorated function whose emitted warnings are ignored. """ @wraps(func) def wrapper(args, ...	[ "def", "ignore_warning", "(", "warning", ")", ":", "def", "decorator", "(", "func", ")", ":", "\"\"\"\n Return a decorated function whose emitted warnings are ignored.\n \"\"\"", "@", "wraps", "(", "func", ")", "def", "wrapper", "(", "", "args", ",", "...	26.947368	10.736842
def beacon(config): ''' Scan for the configured services and fire events Example Config .. code-block:: yaml beacons: service: - services: salt-master: {} mysql: {} The config above sets up beacons to check for the salt-master and...	[ "def", "beacon", "(", "config", ")", ":", "ret", "=", "[", "]", "_config", "=", "{", "}", "list", "(", "map", "(", "_config", ".", "update", ",", "config", ")", ")", "for", "service", "in", "_config", ".", "get", "(", "'services'", ",", "{", "}",...	40.380165	23.917355
def to_qasm(self, header: Optional[str] = None, precision: int = 10, qubit_order: ops.QubitOrderOrList = ops.QubitOrder.DEFAULT, ) -> str: """Returns QASM equivalent to the circuit. Args: header: A multi-line string that is pla...	[ "def", "to_qasm", "(", "self", ",", "header", ":", "Optional", "[", "str", "]", "=", "None", ",", "precision", ":", "int", "=", "10", ",", "qubit_order", ":", "ops", ".", "QubitOrderOrList", "=", "ops", ".", "QubitOrder", ".", "DEFAULT", ",", ")", "-...	43.733333	21.533333
def put(self, key, value, minutes): """ Store an item in the cache for a given number of minutes. :param key: The cache key :type key: str :param value: The cache value :type value: mixed :param minutes: The lifetime in minutes of the cached value :type...	[ "def", "put", "(", "self", ",", "key", ",", "value", ",", "minutes", ")", ":", "value", "=", "self", ".", "serialize", "(", "value", ")", "minutes", "=", "max", "(", "1", ",", "minutes", ")", "self", ".", "_redis", ".", "setex", "(", "self", ".",...	26.055556	19.388889
def t_heredocvar_ENCAPSED_AND_WHITESPACE(t): r'( [^\n\\${] \| \\. \| \$(?![A-Za-z_{]) \| \{(?!\$) )+\n? \| \\?\n' t.lexer.lineno += t.value.count("\n") t.lexer.pop_state() return t	[ "def", "t_heredocvar_ENCAPSED_AND_WHITESPACE", "(", "t", ")", ":", "t", ".", "lexer", ".", "lineno", "+=", "t", ".", "value", ".", "count", "(", "\"\\n\"", ")", "t", ".", "lexer", ".", "pop_state", "(", ")", "return", "t" ]	37.6	15.6
def reactions_to_files(model, dest, writer, split_subsystem): """Turn the reaction subsystems into their own files. If a subsystem has a number of reactions over the threshold, it gets its own YAML file. All other reactions, those that don't have a subsystem or are in a subsystem that falls below the t...	[ "def", "reactions_to_files", "(", "model", ",", "dest", ",", "writer", ",", "split_subsystem", ")", ":", "def", "safe_file_name", "(", "origin_name", ")", ":", "safe_name", "=", "re", ".", "sub", "(", "r'\\W+'", ",", "'_'", ",", "origin_name", ",", "flags"...	41.085714	18.657143
def sh(cmd): """ Run the given command in a shell. The command should be a single string containing a shell command. If the command contains the names of any local variables enclosed in braces, the actual values of the named variables will be filled in. (Note that this works on variables defi...	[ "def", "sh", "(", "cmd", ")", ":", "# Figure out what local variables are defined in the calling scope.", "import", "inspect", "frame", "=", "inspect", ".", "currentframe", "(", ")", "try", ":", "locals", "=", "frame", ".", "f_back", ".", "f_locals", "finally", ":...	38.967742	24.451613
def list_ptr_records(self, device): """ Returns a list of all PTR records configured for this device. """ device_type = self._resolve_device_type(device) href, svc_name = self._get_ptr_details(device, device_type) uri = "/rdns/%s?href=%s" % (svc_name, href) try: ...	[ "def", "list_ptr_records", "(", "self", ",", "device", ")", ":", "device_type", "=", "self", ".", "_resolve_device_type", "(", "device", ")", "href", ",", "svc_name", "=", "self", ".", "_get_ptr_details", "(", "device", ",", "device_type", ")", "uri", "=", ...	38.357143	14.214286
def sum_by_n(d, w, n): """A utility function to summarize a data array into n values after weighting the array with another weight array w Parameters ---------- d : array (t, 1), numerical values w : array (t, 1), numerical values for weigh...	[ "def", "sum_by_n", "(", "d", ",", "w", ",", "n", ")", ":", "t", "=", "len", "(", "d", ")", "h", "=", "t", "//", "n", "#must be floor!", "d", "=", "d", "*", "w", "return", "np", ".", "array", "(", "[", "sum", "(", "d", "[", "i", ":", "i", ...	24.111111	23.044444
def send(self, packet_buffer): """ send a buffer as a packet to the network interface :param packet_buffer: buffer to send (length shouldn't exceed MAX_INT) """ if self._handle is None: raise self.DeviceIsNotOpen() buffer_length = len(packet_buffer) bu...	[ "def", "send", "(", "self", ",", "packet_buffer", ")", ":", "if", "self", ".", "_handle", "is", "None", ":", "raise", "self", ".", "DeviceIsNotOpen", "(", ")", "buffer_length", "=", "len", "(", "packet_buffer", ")", "buf_send", "=", "ctypes", ".", "cast"...	47.454545	16
def calcFstats(predTst, yTest, p, axis=0): """calculate coefficient of determination. Assumes that axis=0 is time Parameters ---------- predTst : np.array, predicted reponse for yTest yTest : np.array, acxtually observed response for yTest p: float, number of predictors ...	[ "def", "calcFstats", "(", "predTst", ",", "yTest", ",", "p", ",", "axis", "=", "0", ")", ":", "rss", "=", "np", ".", "sum", "(", "(", "yTest", "-", "predTst", ")", "**", "2", ",", "axis", "=", "axis", ")", "tss", "=", "np", ".", "sum", "(", ...	30.32	15.88
def _format_num(self, value): """Return the number value for value, given this field's `num_type`.""" # (value is True or value is False) is ~5x faster than isinstance(value, bool) if value is True or value is False: raise TypeError('value must be a Number, not a boolean.') r...	[ "def", "_format_num", "(", "self", ",", "value", ")", ":", "# (value is True or value is False) is ~5x faster than isinstance(value, bool)", "if", "value", "is", "True", "or", "value", "is", "False", ":", "raise", "TypeError", "(", "'value must be a Number, not a boolean.'"...	56.833333	15.666667
def add_cache(self, namespace, key, query_hash, length, cache): """Add cached values for the specified date range and query""" start = 0 bulk_insert = self.bulk_insert cache_len = len(cache) row = '(%s,%s,%s,%s,%s,%s)' query = 'INSERT INTO gauged_cache ' \ '(n...	[ "def", "add_cache", "(", "self", ",", "namespace", ",", "key", ",", "query_hash", ",", "length", ",", "cache", ")", ":", "start", "=", "0", "bulk_insert", "=", "self", ".", "bulk_insert", "cache_len", "=", "len", "(", "cache", ")", "row", "=", "'(%s,%s...	43.55	11.25
def set_background(self, image=None, path=None, resize=True): """ Set the background image of the Canvas. :param image: background image :type image: PhotoImage :param path: background image path :type path: str :param resize: whether to resize the image ...	[ "def", "set_background", "(", "self", ",", "image", "=", "None", ",", "path", "=", "None", ",", "resize", "=", "True", ")", ":", "if", "not", "image", "and", "not", "path", ":", "raise", "ValueError", "(", "\"You must either pass a PhotoImage object or a path ...	50.233333	22.033333
def init_heat_consumer(self, mq): """ Init openstack heat mq 1. Check if enable listening heat notification 2. Create consumer :param mq: class ternya.mq.MQ """ if not self.enable_component_notification(Openstack.Heat): log.debug("disable listening h...	[ "def", "init_heat_consumer", "(", "self", ",", "mq", ")", ":", "if", "not", "self", ".", "enable_component_notification", "(", "Openstack", ".", "Heat", ")", ":", "log", ".", "debug", "(", "\"disable listening heat notification\"", ")", "return", "for", "i", "...	34.631579	20.421053
def scale_and_crop(im, crop_spec): """ Scale and Crop. """ im = im.crop((crop_spec.x, crop_spec.y, crop_spec.x2, crop_spec.y2)) if crop_spec.width and crop_spec.height: im = im.resize((crop_spec.width, crop_spec.height), resample=Image.ANTIALIAS) return im	[ "def", "scale_and_crop", "(", "im", ",", "crop_spec", ")", ":", "im", "=", "im", ".", "crop", "(", "(", "crop_spec", ".", "x", ",", "crop_spec", ".", "y", ",", "crop_spec", ".", "x2", ",", "crop_spec", ".", "y2", ")", ")", "if", "crop_spec", ".", ...	27.181818	17.545455
def _create_from_owl(self): """ create a standard data object based on CSV file """ self.content['data'] = 'TODO - read OWL from ' + self.input_data lg.record_process('_create_from_owl', 'read ' + self._calc_size_stats() + ' from ' + self.input_data)	[ "def", "_create_from_owl", "(", "self", ")", ":", "self", ".", "content", "[", "'data'", "]", "=", "'TODO - read OWL from '", "+", "self", ".", "input_data", "lg", ".", "record_process", "(", "'_create_from_owl'", ",", "'read '", "+", "self", ".", "_calc_size_...	41.857143	23
def should_cache(self, request, response): """ Given the request and response should it be cached """ if not getattr(request, '_cache_update_cache', False): return False if not response.status_code in getattr(settings, 'BETTERCACHE_CACHEABLE_STATUS', CACHEABLE_STATUS): r...	[ "def", "should_cache", "(", "self", ",", "request", ",", "response", ")", ":", "if", "not", "getattr", "(", "request", ",", "'_cache_update_cache'", ",", "False", ")", ":", "return", "False", "if", "not", "response", ".", "status_code", "in", "getattr", "(...	47.333333	26
def _walk(self): """Loop through all the instructions that are `_todo`.""" while self._todo: args = self._todo.pop(0) self._step(*args)	[ "def", "_walk", "(", "self", ")", ":", "while", "self", ".", "_todo", ":", "args", "=", "self", ".", "_todo", ".", "pop", "(", "0", ")", "self", ".", "_step", "(", "*", "args", ")" ]	34.2	10.8
def random_board(max_x, max_y, load_factor): """Return a random board with given max x and y coords.""" return dict(((randint(0, max_x), randint(0, max_y)), 0) for _ in xrange(int(max_x * max_y / load_factor)))	[ "def", "random_board", "(", "max_x", ",", "max_y", ",", "load_factor", ")", ":", "return", "dict", "(", "(", "(", "randint", "(", "0", ",", "max_x", ")", ",", "randint", "(", "0", ",", "max_y", ")", ")", ",", "0", ")", "for", "_", "in", "xrange",...	57.75	12.25
def _load_yaml_config(path=None): """Open and return the yaml contents.""" furious_yaml_path = path or find_furious_yaml() if furious_yaml_path is None: logging.debug("furious.yaml not found.") return None with open(furious_yaml_path) as yaml_file: return yaml_file.read()	[ "def", "_load_yaml_config", "(", "path", "=", "None", ")", ":", "furious_yaml_path", "=", "path", "or", "find_furious_yaml", "(", ")", "if", "furious_yaml_path", "is", "None", ":", "logging", ".", "debug", "(", "\"furious.yaml not found.\"", ")", "return", "None...	33.888889	12.111111
def modifier_list_id(self, modifier_list_id): """ Sets the modifier_list_id of this CatalogItemModifierListInfo. The ID of the [CatalogModifierList](#type-catalogmodifierlist) controlled by this [CatalogModifierListInfo](#type-catalogmodifierlistinfo). :param modifier_list_id: The modif...	[ "def", "modifier_list_id", "(", "self", ",", "modifier_list_id", ")", ":", "if", "modifier_list_id", "is", "None", ":", "raise", "ValueError", "(", "\"Invalid value for `modifier_list_id`, must not be `None`\"", ")", "if", "len", "(", "modifier_list_id", ")", "<", "1"...	47.666667	31.4
def create_variant(cls, variant, **kwargs): """Create Variant Create a new Variant This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True >>> thread = api.create_variant(variant, async=True) >>> result = thre...	[ "def", "create_variant", "(", "cls", ",", "variant", ",", "", "", "kwargs", ")", ":", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async'", ")", ":", "return", "cls", ".", "_create_variant_with_http_info",...	38.809524	18.333333
def call(self, args=None, kwargs=None, node=None, send_timeout=1000, recv_timeout=5000, zmq_ctx=None): """ Calls a service on a node with req as arguments. if node is None, a node is chosen by zmq. if zmq_ctx is passed, it will use the existing context Uses a REQ socket. Ref : http://api...	[ "def", "call", "(", "self", ",", "args", "=", "None", ",", "kwargs", "=", "None", ",", "node", "=", "None", ",", "send_timeout", "=", "1000", ",", "recv_timeout", "=", "5000", ",", "zmq_ctx", "=", "None", ")", ":", "context", "=", "zmq_ctx", "or", ...	47.425926	27.240741
def getpexts(lsp): ''' Get information from pext planes. This might or might not work, use with caution! Parameters: ----------- lsp : .lsp string Returns a list of dicts with information for all pext planes ''' lines=lsp.split('\n'); #unfortunately regex doesn't work ...	[ "def", "getpexts", "(", "lsp", ")", ":", "lines", "=", "lsp", ".", "split", "(", "'\\n'", ")", "#unfortunately regex doesn't work here", "lns", ",", "planens", "=", "zip", "(", "", "[", "(", "i", ",", "int", "(", "re", ".", "search", "(", "'^ extract...	28.06	18.34
def truncate_html(html, args, *kwargs): """Truncates HTML string. :param html: The HTML string or parsed element tree (with :func:`html5lib.parse`). :param kwargs: Similar with :class:`.filters.TruncationFilter`. :return: The truncated HTML string. """ if hasattr(html, 'getc...	[ "def", "truncate_html", "(", "html", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "if", "hasattr", "(", "html", ",", "'getchildren'", ")", ":", "etree", "=", "html", "else", ":", "etree", "=", "html5lib", ".", "parse", "(", "html", ")", "wa...	28.130435	17.434783
def update(self, webhook_url=values.unset, friendly_name=values.unset, reachability_webhooks_enabled=values.unset, acl_enabled=values.unset): """ Update the ServiceInstance :param unicode webhook_url: A URL that will receive event updates when objects are manipulat...	[ "def", "update", "(", "self", ",", "webhook_url", "=", "values", ".", "unset", ",", "friendly_name", "=", "values", ".", "unset", ",", "reachability_webhooks_enabled", "=", "values", ".", "unset", ",", "acl_enabled", "=", "values", ".", "unset", ")", ":", ...	52.6	28.6
def _get_prereq_datasets(self, comp_id, prereq_nodes, keepables, skip=False): """Get a composite's prerequisites, generating them if needed. Args: comp_id (DatasetID): DatasetID for the composite whose prerequisites are being collected. prereq_no...	[ "def", "_get_prereq_datasets", "(", "self", ",", "comp_id", ",", "prereq_nodes", ",", "keepables", ",", "skip", "=", "False", ")", ":", "prereq_datasets", "=", "[", "]", "delayed_gen", "=", "False", "for", "prereq_node", "in", "prereq_nodes", ":", "prereq_id",...	47.9	25.8
def _parse_plt_segment(self, fptr): """Parse the PLT segment. The packet headers are not parsed, i.e. they remain uninterpreted raw data buffers. Parameters ---------- fptr : file Open file object. Returns ------- PLTSegment ...	[ "def", "_parse_plt_segment", "(", "self", ",", "fptr", ")", ":", "offset", "=", "fptr", ".", "tell", "(", ")", "-", "2", "read_buffer", "=", "fptr", ".", "read", "(", "3", ")", "length", ",", "zplt", "=", "struct", ".", "unpack", "(", "'>HB'", ",",...	24.512821	19.589744
def tags(self): # type: () -> Set[str] """ Tags applied to operation. """ tags = set() if self._tags: tags.update(self._tags) if self.binding: binding_tags = getattr(self.binding, 'tags', None) if binding_tags: t...	[ "def", "tags", "(", "self", ")", ":", "# type: () -> Set[str]", "tags", "=", "set", "(", ")", "if", "self", ".", "_tags", ":", "tags", ".", "update", "(", "self", ".", "_tags", ")", "if", "self", ".", "binding", ":", "binding_tags", "=", "getattr", "...	27.076923	12
def iterpackages(self): """ Return an iterator over all the packages in the PackageStore. """ pkgdir = os.path.join(self._path, self.PKG_DIR) if not os.path.isdir(pkgdir): return for team in sub_dirs(pkgdir): for user in sub_dirs(self.team_path(tea...	[ "def", "iterpackages", "(", "self", ")", ":", "pkgdir", "=", "os", ".", "path", ".", "join", "(", "self", ".", "_path", ",", "self", ".", "PKG_DIR", ")", "if", "not", "os", ".", "path", ".", "isdir", "(", "pkgdir", ")", ":", "return", "for", "tea...	47	18.384615
def values(self): """Gets the parameter values :returns: dict of inputs: \| 'nfft': int -- length, in samples, of FFT chunks \| 'window': str -- name of window to apply to FFT chunks \| 'overlap': float -- percent overlap of windows """ s...	[ "def", "values", "(", "self", ")", ":", "self", ".", "vals", "[", "'nfft'", "]", "=", "self", ".", "ui", ".", "nfftSpnbx", ".", "value", "(", ")", "self", ".", "vals", "[", "'window'", "]", "=", "str", "(", "self", ".", "ui", ".", "windowCmbx", ...	42.833333	19.916667
def update(self, x_list=list(), y_list=list()): """ update interpolation data :param list(float) x_list: x values :param list(float) y_list: y values """ if not y_list: for x in x_list: if x in self.x_list: i = self.x_list.i...	[ "def", "update", "(", "self", ",", "x_list", "=", "list", "(", ")", ",", "y_list", "=", "list", "(", ")", ")", ":", "if", "not", "y_list", ":", "for", "x", "in", "x_list", ":", "if", "x", "in", "self", ".", "x_list", ":", "i", "=", "self", "....	38.25	9.45
def fpsInformation(self,args): '''fps command''' invalidStr = 'Invalid number of arguments. Usage horizon-fps set <fps> or horizon-fps get. Set fps to zero to get unrestricted framerate.' if len(args)>0: if args[0] == "get": '''Get the current framerate.''' ...	[ "def", "fpsInformation", "(", "self", ",", "args", ")", ":", "invalidStr", "=", "'Invalid number of arguments. Usage horizon-fps set <fps> or horizon-fps get. Set fps to zero to get unrestricted framerate.'", "if", "len", "(", "args", ")", ">", "0", ":", "if", "args", "[", ...	41.428571	16.214286
def __response(self,stanza): """Handle successful disco response. :Parameters: - `stanza`: the stanza received. :Types: - `stanza`: `pyxmpp.stanza.Stanza`""" try: d=self.disco_class(stanza.get_query()) self.got_it(d) except ValueEr...	[ "def", "__response", "(", "self", ",", "stanza", ")", ":", "try", ":", "d", "=", "self", ".", "disco_class", "(", "stanza", ".", "get_query", "(", ")", ")", "self", ".", "got_it", "(", "d", ")", "except", "ValueError", ",", "e", ":", "self", ".", ...	28.416667	15
def _reap_payloads(self): """Clean up all finished payloads""" for thread in self._threads.copy(): # CapturingThread.join will throw if thread.join(timeout=0): self._threads.remove(thread) self._logger.debug('reaped thread %s', thread)	[ "def", "_reap_payloads", "(", "self", ")", ":", "for", "thread", "in", "self", ".", "_threads", ".", "copy", "(", ")", ":", "# CapturingThread.join will throw", "if", "thread", ".", "join", "(", "timeout", "=", "0", ")", ":", "self", ".", "_threads", "."...	43	7.285714
def _ingest_source(self, source, ps, force=None): """Ingest a single source""" from ambry.bundle.process import call_interval try: from ambry.orm.exc import NotFoundError if not source.is_partition and source.datafile.exists: if not source.datafile.is_...	[ "def", "_ingest_source", "(", "self", ",", "source", ",", "ps", ",", "force", "=", "None", ")", ":", "from", "ambry", ".", "bundle", ".", "process", "import", "call_interval", "try", ":", "from", "ambry", ".", "orm", ".", "exc", "import", "NotFoundError"...	38.569892	25.83871
def encode(self, x): """ Encode given input. """ if not self.encoding_network: self.encoding_network = NeuralNetwork(self.input_dim, self.input_tensor) self.encoding_network.input_variables = self.input_variables for layer in self.encoding_layes: ...	[ "def", "encode", "(", "self", ",", "x", ")", ":", "if", "not", "self", ".", "encoding_network", ":", "self", ".", "encoding_network", "=", "NeuralNetwork", "(", "self", ".", "input_dim", ",", "self", ".", "input_tensor", ")", "self", ".", "encoding_network...	42.6	15.6
def checktype(self, elt, ps): '''See if the type of the "elt" element is what we're looking for. Return the element's type. Parameters: elt -- the DOM element being parsed ps -- the ParsedSoap object. ''' typeName = _find_type(elt) if typeName is N...	[ "def", "checktype", "(", "self", ",", "elt", ",", "ps", ")", ":", "typeName", "=", "_find_type", "(", "elt", ")", "if", "typeName", "is", "None", "or", "typeName", "==", "\"\"", ":", "return", "(", "None", ",", "None", ")", "# Parse the QNAME.", "prefi...	38.444444	15.851852
def account_lists(self, id): """ Get all of the logged-in users lists which the specified user is a member of. Returns a list of `list dicts`_. """ id = self.__unpack_id(id) params = self.__generate_params(locals(), ['id']) url = '/api/v1/accounts...	[ "def", "account_lists", "(", "self", ",", "id", ")", ":", "id", "=", "self", ".", "__unpack_id", "(", "id", ")", "params", "=", "self", ".", "__generate_params", "(", "locals", "(", ")", ",", "[", "'id'", "]", ")", "url", "=", "'/api/v1/accounts/{0}/li...	35.545455	13.727273
def iter_referents_tuples(self): """ Generates target sets (as tuples of indicies) that are compatible with the current beliefstate.""" tlow, thigh = self['targetset_arity'].get_tuple() clow, chigh = self['contrast_arity'].get_tuple() singletons = list([int(i) for i,_ in self.ite...	[ "def", "iter_referents_tuples", "(", "self", ")", ":", "tlow", ",", "thigh", "=", "self", "[", "'targetset_arity'", "]", ".", "get_tuple", "(", ")", "clow", ",", "chigh", "=", "self", "[", "'contrast_arity'", "]", ".", "get_tuple", "(", ")", "singletons", ...	50.923077	14.692308
def tfds_dir(): """Path to tensorflow_datasets directory.""" return os.path.dirname(os.path.dirname(os.path.dirname(__file__)))	[ "def", "tfds_dir", "(", ")", ":", "return", "os", ".", "path", ".", "dirname", "(", "os", ".", "path", ".", "dirname", "(", "os", ".", "path", ".", "dirname", "(", "__file__", ")", ")", ")" ]	43	17.666667
def make_purge(parser): """ Remove Ceph packages from remote hosts and purge all data. """ parser.add_argument( 'host', metavar='HOST', nargs='+', help='hosts to purge Ceph from', ) parser.set_defaults( func=purge, )	[ "def", "make_purge", "(", "parser", ")", ":", "parser", ".", "add_argument", "(", "'host'", ",", "metavar", "=", "'HOST'", ",", "nargs", "=", "'+'", ",", "help", "=", "'hosts to purge Ceph from'", ",", ")", "parser", ".", "set_defaults", "(", "func", "=", ...	21.538462	16.769231
def parse_cmdln_opts(parser, cmdln_args): """Rather than have this all clutter main(), let's split this out. Clean arch decision: rather than parsing sys.argv directly, pass sys.argv[1:] to this function (or any iterable for testing.) """ parser.set_defaults( hosts=[], cert=None, ...	[ "def", "parse_cmdln_opts", "(", "parser", ",", "cmdln_args", ")", ":", "parser", ".", "set_defaults", "(", "hosts", "=", "[", "]", ",", "cert", "=", "None", ",", "log_level", "=", "logging", ".", "INFO", ",", "output_dir", "=", "None", ",", "output_file"...	37.108696	20.666667
def rpr(s): """Create a representation of a Unicode string that can be used in both Python 2 and Python 3k, allowing for use of the u() function""" if s is None: return 'None' seen_unicode = False results = [] for cc in s: ccn = ord(cc) if ccn >= 32 and ccn < 127: ...	[ "def", "rpr", "(", "s", ")", ":", "if", "s", "is", "None", ":", "return", "'None'", "seen_unicode", "=", "False", "results", "=", "[", "]", "for", "cc", "in", "s", ":", "ccn", "=", "ord", "(", "cc", ")", "if", "ccn", ">=", "32", "and", "ccn", ...	31.806452	11.806452
def element_background_color_should_be(self, locator, expected): """Verifies the element identified by `locator` has the expected background color (it verifies the CSS attribute background-color). Color should be in RGBA format. Example of rgba format: rgba(RED, GREEN, BLUE, ALPHA) \| Argument \| *Descripti...	[ "def", "element_background_color_should_be", "(", "self", ",", "locator", ",", "expected", ")", ":", "self", ".", "_info", "(", "\"Verifying element '%s' has background color '%s'\"", "%", "(", "locator", ",", "expected", ")", ")", "self", ".", "_check_element_css_val...	45.692308	24.076923
def parse_division(l, c, line, root_node, last_section_node): """ Extracts a division node from a line :param l: The line number (starting from 0) :param c: The column number :param line: The line string (without indentation) :param root_node: The document root node. :return: tuple(last...	[ "def", "parse_division", "(", "l", ",", "c", ",", "line", ",", "root_node", ",", "last_section_node", ")", ":", "name", "=", "line", "name", "=", "name", ".", "replace", "(", "\".\"", ",", "\"\"", ")", "# trim whitespaces/tabs between XXX and DIVISION", "token...	30.730769	16.192308
def setAll(self, pairs): """ Set multiple parameters, passed as a list of key-value pairs. :param pairs: list of key-value pairs to set """ for (k, v) in pairs: self.set(k, v) return self	[ "def", "setAll", "(", "self", ",", "pairs", ")", ":", "for", "(", "k", ",", "v", ")", "in", "pairs", ":", "self", ".", "set", "(", "k", ",", "v", ")", "return", "self" ]	26.666667	16
def set_payload(self, payload): """Set stanza payload to a single item. All current stanza content of will be dropped. Marks the stanza dirty. :Parameters: - `payload`: XML element or stanza payload object to use :Types: - `payload`: :etree:`ElementTree....	[ "def", "set_payload", "(", "self", ",", "payload", ")", ":", "if", "isinstance", "(", "payload", ",", "ElementClass", ")", ":", "self", ".", "_payload", "=", "[", "XMLPayload", "(", "payload", ")", "]", "elif", "isinstance", "(", "payload", ",", "StanzaP...	34.333333	16.111111
def generate(self): ''' Generate noise samples. Returns: `np.ndarray` of samples. ''' sampled_arr = np.zeros((self.__batch_size, self.__channel, self.__seq_len, self.__dim)) for batch in range(self.__batch_size): for i in range(...	[ "def", "generate", "(", "self", ")", ":", "sampled_arr", "=", "np", ".", "zeros", "(", "(", "self", ".", "__batch_size", ",", "self", ".", "__channel", ",", "self", ".", "__seq_len", ",", "self", ".", "__dim", ")", ")", "for", "batch", "in", "range",...	42.37931	23.413793
def output(output_id, name, value_class=NumberValue): """Add output to controller""" def _init(): return value_class( name, input_id=output_id, is_input=False, index=-1 ) def _decorator(cls): seta...	[ "def", "output", "(", "output_id", ",", "name", ",", "value_class", "=", "NumberValue", ")", ":", "def", "_init", "(", ")", ":", "return", "value_class", "(", "name", ",", "input_id", "=", "output_id", ",", "is_input", "=", "False", ",", "index", "=", ...	29.615385	12.846154
def _add_hypotheses_assuming_new_stroke(self, new_stroke, stroke_nr, new_beam): """ Get new guesses by assuming new_stroke is a new symbol. Parameters ----...	[ "def", "_add_hypotheses_assuming_new_stroke", "(", "self", ",", "new_stroke", ",", "stroke_nr", ",", "new_beam", ")", ":", "guesses", "=", "single_clf", ".", "predict", "(", "{", "'data'", ":", "[", "new_stroke", "]", ",", "'id'", ":", "None", "}", ")", "[...	45	14.698113
def restart_with_reloader(): """Create a new process and a subprocess in it with the same arguments as this one. """ cwd = os.getcwd() args = _get_args_for_reloading() new_environ = os.environ.copy() new_environ["SANIC_SERVER_RUNNING"] = "true" cmd = " ".join(args) worker_process = P...	[ "def", "restart_with_reloader", "(", ")", ":", "cwd", "=", "os", ".", "getcwd", "(", ")", "args", "=", "_get_args_for_reloading", "(", ")", "new_environ", "=", "os", ".", "environ", ".", "copy", "(", ")", "new_environ", "[", "\"SANIC_SERVER_RUNNING\"", "]", ...	30.5	13.625
def _printM(self, messages): """print a list of strings - for the mom used only by stats printout""" if len(messages) == 2: print(Style.BRIGHT + messages[0] + Style.RESET_ALL + Fore.BLUE + messages[1] + Style.RESET_ALL) else: print("Not implemented")	[ "def", "_printM", "(", "self", ",", "messages", ")", ":", "if", "len", "(", "messages", ")", "==", "2", ":", "print", "(", "Style", ".", "BRIGHT", "+", "messages", "[", "0", "]", "+", "Style", ".", "RESET_ALL", "+", "Fore", ".", "BLUE", "+", "mes...	44.285714	13.857143
def getIndices(self): """Returns a generator function over all the existing indexes @returns A generator function over all rhe Index objects""" for indexName in self.neograph.nodes.indexes.keys(): indexObject = self.neograph.nodes.indexes.get(indexName) yield Index(index...	[ "def", "getIndices", "(", "self", ")", ":", "for", "indexName", "in", "self", ".", "neograph", ".", "nodes", ".", "indexes", ".", "keys", "(", ")", ":", "indexObject", "=", "self", ".", "neograph", ".", "nodes", ".", "indexes", ".", "get", "(", "inde...	56.1	22.3
def ensure_utf8(image_tag): """wrapper for ensuring image_tag returns utf8-encoded str on Python 2""" if py3compat.PY3: # nothing to do on Python 3 return image_tag def utf8_image_tag(args, kwargs): s = image_tag(args, **kwargs) if isinstance(s, unicode): ...	[ "def", "ensure_utf8", "(", "image_tag", ")", ":", "if", "py3compat", ".", "PY3", ":", "# nothing to do on Python 3", "return", "image_tag", "def", "utf8_image_tag", "(", "", "args", ",", "", "", "kwargs", ")", ":", "s", "=", "image_tag", "(", "", "args...	31.083333	12
def route(self, path=None, method='GET', callback=None, name=None, apply=None, skip=None, **config): """ A decorator to bind a function to a request URL. Example:: @app.route('/hello/:name') def hello(name): return 'Hello %s' % name ...	[ "def", "route", "(", "self", ",", "path", "=", "None", ",", "method", "=", "'GET'", ",", "callback", "=", "None", ",", "name", "=", "None", ",", "apply", "=", "None", ",", "skip", "=", "None", ",", "", "", "config", ")", ":", "if", "callable", ...	51.348837	21.744186
def submit_recording(raw_data_json): """Submit a recording to the database on write-math.com. Parameters ---------- raw_data_json : str Raw data in JSON format Raises ------ requests.exceptions.ConnectionError If the internet connection is lost. """ url = "http://ww...	[ "def", "submit_recording", "(", "raw_data_json", ")", ":", "url", "=", "\"http://www.martin-thoma.de/write-math/classify/index.php\"", "headers", "=", "{", "'User-Agent'", ":", "'Mozilla/5.0'", ",", "'Content-Type'", ":", "'application/x-www-form-urlencoded'", "}", "payload",...	29.590909	18.272727
def format(self, record): ''' Format the log record to include exc_info if the handler is enabled for a specific log level ''' formatted_record = super(ExcInfoOnLogLevelFormatMixIn, self).format(record) exc_info_on_loglevel = getattr(record, 'exc_info_on_loglevel', None) ...	[ "def", "format", "(", "self", ",", "record", ")", ":", "formatted_record", "=", "super", "(", "ExcInfoOnLogLevelFormatMixIn", ",", "self", ")", ".", "format", "(", "record", ")", "exc_info_on_loglevel", "=", "getattr", "(", "record", ",", "'exc_info_on_loglevel'...	54.134615	29.711538
def dumps(self, cnf, **kwargs): """ Dump config 'cnf' to a string. :param cnf: Configuration data to dump :param kwargs: optional keyword parameters to be sanitized :: dict :return: string represents the configuration """ kwargs = anyconfig.utils.filter_options(...	[ "def", "dumps", "(", "self", ",", "cnf", ",", "", "", "kwargs", ")", ":", "kwargs", "=", "anyconfig", ".", "utils", ".", "filter_options", "(", "self", ".", "_dump_opts", ",", "kwargs", ")", "return", "self", ".", "dump_to_string", "(", "cnf", ",", ...	34.909091	16.727273
def _run_server(self): """ 启动 HTTP Server """ try: if __conf__.DEBUG: self._webapp.listen(self._port) else: server = HTTPServer(self._webapp) server.bind(self._port) server.start(0) ...	[ "def", "_run_server", "(", "self", ")", ":", "try", ":", "if", "__conf__", ".", "DEBUG", ":", "self", ".", "_webapp", ".", "listen", "(", "self", ".", "_port", ")", "else", ":", "server", "=", "HTTPServer", "(", "self", ".", "_webapp", ")", "server",...	27.2	11.466667
def get_ddo(self, ont_id: str) -> dict: """ This interface is used to get a DDO object in the from of dict. :param ont_id: the unique ID for identity. :return: a description object of ONT ID in the from of dict. """ args = dict(ontid=ont_id.encode('utf-8')) invok...	[ "def", "get_ddo", "(", "self", ",", "ont_id", ":", "str", ")", "->", "dict", ":", "args", "=", "dict", "(", "ontid", "=", "ont_id", ".", "encode", "(", "'utf-8'", ")", ")", "invoke_code", "=", "build_vm", ".", "build_native_invoke_code", "(", "self", "...	48.428571	22.285714
def xception_exit(inputs): """Xception exit flow.""" with tf.variable_scope("xception_exit"): x = inputs x_shape = x.get_shape().as_list() if x_shape[1] is None or x_shape[2] is None: length_float = tf.to_float(tf.shape(x)[1]) length_float *= tf.to_float(tf.shape(x)[2]) spatial_dim_flo...	[ "def", "xception_exit", "(", "inputs", ")", ":", "with", "tf", ".", "variable_scope", "(", "\"xception_exit\"", ")", ":", "x", "=", "inputs", "x_shape", "=", "x", ".", "get_shape", "(", ")", ".", "as_list", "(", ")", "if", "x_shape", "[", "1", "]", "...	43.952381	15.904762
def parent(self, index): """ Reimplements the :meth:`QAbstractItemModel.parent` method. :param index: Index. :type index: QModelIndex :return: Parent. :rtype: QModelIndex """ if not index.isValid(): return QModelIndex() node = self.g...	[ "def", "parent", "(", "self", ",", "index", ")", ":", "if", "not", "index", ".", "isValid", "(", ")", ":", "return", "QModelIndex", "(", ")", "node", "=", "self", ".", "get_node", "(", "index", ")", "parent_node", "=", "node", ".", "parent", "if", ...	26.478261	17.869565
def speech(self) -> str: """ Report summary designed to be read by a text-to-speech program """ if not self.data: self.update() return speech.metar(self.data, self.units)	[ "def", "speech", "(", "self", ")", "->", "str", ":", "if", "not", "self", ".", "data", ":", "self", ".", "update", "(", ")", "return", "speech", ".", "metar", "(", "self", ".", "data", ",", "self", ".", "units", ")" ]	30.857143	12.285714
def get_security_group_dict(): """Returns dictionary of named security groups {name: securitygroup}.""" client = get_ec2_client() response = client.describe_security_groups() assert is_good_response(response) result = OrderedDict() ec2 = get_ec2_resource() for security_group_response in response['Securi...	[ "def", "get_security_group_dict", "(", ")", ":", "client", "=", "get_ec2_client", "(", ")", "response", "=", "client", ".", "describe_security_groups", "(", ")", "assert", "is_good_response", "(", "response", ")", "result", "=", "OrderedDict", "(", ")", "ec2", ...	37.047619	18.095238
def description(self): """This read-only attribute is a sequence of 7-item sequences. Each of these sequences contains information describing one result column: - name - type_code - display_size (None in current implementation) - internal_size (None in current implement...	[ "def", "description", "(", "self", ")", ":", "# Sleep until we're done or we got the columns", "if", "self", ".", "_columns", "is", "None", ":", "return", "[", "]", "return", "[", "# name, type_code, display_size, internal_size, precision, scale, null_ok", "(", "col", "["...	39.391304	24.043478
def dms_to_degrees(v): """Convert degree/minute/second to decimal degrees.""" d = float(v[0][0]) / float(v[0][1]) m = float(v[1][0]) / float(v[1][1]) s = float(v[2][0]) / float(v[2][1]) return d + (m / 60.0) + (s / 3600.0)	[ "def", "dms_to_degrees", "(", "v", ")", ":", "d", "=", "float", "(", "v", "[", "0", "]", "[", "0", "]", ")", "/", "float", "(", "v", "[", "0", "]", "[", "1", "]", ")", "m", "=", "float", "(", "v", "[", "1", "]", "[", "0", "]", ")", "/...	33.857143	8.714286
def tags(self): """ FEFF job parameters. Returns: Tags """ if "RECIPROCAL" in self.config_dict: if self.small_system: self.config_dict["CIF"] = "{}.cif".format( self.structure.formula.replace(" ", "")) s...	[ "def", "tags", "(", "self", ")", ":", "if", "\"RECIPROCAL\"", "in", "self", ".", "config_dict", ":", "if", "self", ".", "small_system", ":", "self", ".", "config_dict", "[", "\"CIF\"", "]", "=", "\"{}.cif\"", ".", "format", "(", "self", ".", "structure",...	43.357143	19.571429
def run_until(self, endtime, timeunit='minutes', save=True): """ Run a case untile the specifiend endtime """ integrator = self.case.solver.Integrator integrator.rununtil(endtime, timeunit) if save is True: self.case.save()	[ "def", "run_until", "(", "self", ",", "endtime", ",", "timeunit", "=", "'minutes'", ",", "save", "=", "True", ")", ":", "integrator", "=", "self", ".", "case", ".", "solver", ".", "Integrator", "integrator", ".", "rununtil", "(", "endtime", ",", "timeuni...	34.5	8.75
def unit_get(attribute): """Get the unit ID for the remote unit""" _args = ['unit-get', '--format=json', attribute] try: return json.loads(subprocess.check_output(_args).decode('UTF-8')) except ValueError: return None	[ "def", "unit_get", "(", "attribute", ")", ":", "_args", "=", "[", "'unit-get'", ",", "'--format=json'", ",", "attribute", "]", "try", ":", "return", "json", ".", "loads", "(", "subprocess", ".", "check_output", "(", "_args", ")", ".", "decode", "(", "'UT...	34.714286	18.857143
def perplexity(self): """ Compute perplexity for each sample. """ return samplers_lda.perplexity_comp(self.docid, self.tokens, self.tt, self.dt, self.N, self.K, self.samples)	[ "def", "perplexity", "(", "self", ")", ":", "return", "samplers_lda", ".", "perplexity_comp", "(", "self", ".", "docid", ",", "self", ".", "tokens", ",", "self", ".", "tt", ",", "self", ".", "dt", ",", "self", ".", "N", ",", "self", ".", "K", ",", ...	32	20.444444
def _desc_has_data(desc): """Returns true if there is any data set for a particular PhoneNumberDesc.""" if desc is None: return False # Checking most properties since we don't know what's present, since a custom build may have # stripped just one of them (e.g. liteBuild strips exampleNumber). We...	[ "def", "_desc_has_data", "(", "desc", ")", ":", "if", "desc", "is", "None", ":", "return", "False", "# Checking most properties since we don't know what's present, since a custom build may have", "# stripped just one of them (e.g. liteBuild strips exampleNumber). We don't bother checking...	61.363636	27.636364
def set_opcode(self, opcode): """Set the opcode. @param opcode: the opcode @type opcode: int """ self.flags &= 0x87FF self.flags \|= dns.opcode.to_flags(opcode)	[ "def", "set_opcode", "(", "self", ",", "opcode", ")", ":", "self", ".", "flags", "&=", "0x87FF", "self", ".", "flags", "\|=", "dns", ".", "opcode", ".", "to_flags", "(", "opcode", ")" ]	28.714286	7.714286
def mapfivo(ol,args,kwargs): ''' #mapfivo f,i,v,o四元决定 fivo-4-tuple-engine #map_func diff_func(index,value,diff_args) ''' args = list(args) lngth = args.__len__() if(lngth==0): diff_funcs_arr = kwargs['map_funcs'] diff_args_arr ...	[ "def", "mapfivo", "(", "ol", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "args", "=", "list", "(", "args", ")", "lngth", "=", "args", ".", "__len__", "(", ")", "if", "(", "lngth", "==", "0", ")", ":", "diff_funcs_arr", "=", "kwargs", "...	30.3	16.5
def plot_multi(data, cols=None, spacing=.06, color_map=None, plot_kw=None, **kwargs): """ Plot data with multiple scaels together Args: data: DataFrame of data cols: columns to be plotted spacing: spacing between legends color_map: customized colors in map plot_kw: k...	[ "def", "plot_multi", "(", "data", ",", "cols", "=", "None", ",", "spacing", "=", ".06", ",", "color_map", "=", "None", ",", "plot_kw", "=", "None", ",", "", "", "kwargs", ")", ":", "import", "matplotlib", ".", "pyplot", "as", "plt", "from", "pandas...	34.464286	19.75
def none(n, coef): """ Build a matrix of zeros for features that should go unpenalized Parameters ---------- n : int number of splines coef : unused for compatibility with constraints Returns ------- penalty matrix : sparse csc matrix of shape (n,n) """ retu...	[ "def", "none", "(", "n", ",", "coef", ")", ":", "return", "sp", ".", "sparse", ".", "csc_matrix", "(", "np", ".", "zeros", "(", "(", "n", ",", "n", ")", ")", ")" ]	21.625	20.625
def get_error(self, block = True, timeout = None): """ Gets the next error message. Each error message is a 2-tuple of (status, identifier).""" return self._error_queue.get(block = block, timeout = timeout)	[ "def", "get_error", "(", "self", ",", "block", "=", "True", ",", "timeout", "=", "None", ")", ":", "return", "self", ".", "_error_queue", ".", "get", "(", "block", "=", "block", ",", "timeout", "=", "timeout", ")" ]	35.333333	13.666667
def dispatch_write(self, buf): """Augment the buffer with stuff to write when possible""" self.write_buffer += buf if len(self.write_buffer) > self.MAX_BUFFER_SIZE: console_output('Buffer too big ({:d}) for {}\n'.format( len(self.write_buffer), str(self)).encode()) ...	[ "def", "dispatch_write", "(", "self", ",", "buf", ")", ":", "self", ".", "write_buffer", "+=", "buf", "if", "len", "(", "self", ".", "write_buffer", ")", ">", "self", ".", "MAX_BUFFER_SIZE", ":", "console_output", "(", "'Buffer too big ({:d}) for {}\\n'", ".",...	46	13.25
def read(cls, data): """Reads data from URL, Dataframe, JSON string, JSON file or OrderedDict. Args: data: can be a Pandas Dataframe, a JSON string, a JSON file, an OrderedDict or a URL pointing to a JSONstat file. Returns: An object of class...	[ "def", "read", "(", "cls", ",", "data", ")", ":", "if", "isinstance", "(", "data", ",", "pd", ".", "DataFrame", ")", ":", "output", "=", "OrderedDict", "(", "{", "}", ")", "output", "[", "'version'", "]", "=", "'2.0'", "output", "[", "'class'", "]"...	40.809524	17.142857
def url2path(url): """ If url identifies a file on the local host, return the path to the file otherwise raise ValueError. """ scheme, host, path, nul, nul, nul = urlparse(url) if scheme.lower() in ("", "file") and host.lower() in ("", "localhost"): return path raise ValueError(url)	[ "def", "url2path", "(", "url", ")", ":", "scheme", ",", "host", ",", "path", ",", "nul", ",", "nul", ",", "nul", "=", "urlparse", "(", "url", ")", "if", "scheme", ".", "lower", "(", ")", "in", "(", "\"\"", ",", "\"file\"", ")", "and", "host", "...	31.555556	16
def eval(self, exp): "main dispatch for expression evaluation" # todo: this needs an AST-assert that all BaseX descendants are being handled if isinstance(exp,sqparse2.BinX): return evalop(exp.op.op, *map(self.eval, (exp.left, exp.right))) elif isinstance(exp,sqparse2.UnX): return self.eval_unx(exp) ...	[ "def", "eval", "(", "self", ",", "exp", ")", ":", "# todo: this needs an AST-assert that all BaseX descendants are being handled", "if", "isinstance", "(", "exp", ",", "sqparse2", ".", "BinX", ")", ":", "return", "evalop", "(", "exp", ".", "op", ".", "op", ",", ...	65.219512	30.487805
def receive_device_value(self, raw_value: int): """ Set a new value, called from within the joystick implementation class when parsing the event queue. :param raw_value: the raw value from the joystick hardware :internal: """ new_value = self._input_to_raw_value(raw_val...	[ "def", "receive_device_value", "(", "self", ",", "raw_value", ":", "int", ")", ":", "new_value", "=", "self", ".", "_input_to_raw_value", "(", "raw_value", ")", "if", "self", ".", "button", "is", "not", "None", ":", "if", "new_value", ">", "(", "self", "...	42.052632	20.368421
def summarize(group, fs=None, include_source=True): """ Tabulate and write the results of ComparisonBenchmarks to a file or standard out. :param str group: name of the comparison group. :param fs: file-like object (Optional) """ _line_break = '{0:-<120}\n'.format('') ...	[ "def", "summarize", "(", "group", ",", "fs", "=", "None", ",", "include_source", "=", "True", ")", ":", "_line_break", "=", "'{0:-<120}\\n'", ".", "format", "(", "''", ")", "tests", "=", "sorted", "(", "ComparisonBenchmark", ".", "groups", "[", "group", ...	40.469388	17.612245

def start(self, app): """ Start application. """ app.middlewares.insert(0, debugtoolbar_middleware_factory) self.global_panels = [Panel(self.app) for Panel in self.cfg.global_panels]

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50.75

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def string(prompt=None, empty=False): """Prompt a string. Parameters ---------- prompt : str, optional Use an alternative prompt. empty : bool, optional Allow an empty response. Returns ------- str or None A str if the user entered a non-empty string. No...

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21.96

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def update(self, role_sid=values.unset, last_consumed_message_index=values.unset): """ Update the MemberInstance :param unicode role_sid: The Role assigned to this member. :param unicode last_consumed_message_index: An Integer representing index of the last Message this M...

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40.866667

22.733333

def manage(self): """ Manage the task to handle restarts, reconfiguration, etc. Returns True to request a shorter period before the next call, False if nothing special is needed. """ log = self._params.get('log', self._discard) if self._stopping: log.debu...

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42.26087

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def upload(self, file, name=None, prefix=None, extensions=None, overwrite=False, public=False, random_name=False, **kwargs): """ To upload file :param file: FileStorage object ...

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41.39759

21.542169

def endpoint(self, endpoint): """A decorator to register a function as an endpoint. Example:: @app.endpoint('example.endpoint') def example(): return "example" :param endpoint: the name of the endpoint """ def decorator(f): se...

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27.428571

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def update(self, gradient, step): """Update the search direction given the latest gradient and step""" self.old_gradient = self.gradient self.gradient = gradient N = len(self.gradient) if self.inv_hessian is None: # update the direction self.direction = -s...

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38.92

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def translate_func(name, block, args): """Translates functions and all nested functions to Python code. name - name of that function (global functions will be available under var while inline will be available directly under this name ) block - code of the function (*with* brackets {} ) ...

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48.8

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def from_segment_xml(cls, xml_file, **kwargs): """ Read a ligo.segments.segmentlist from the file object file containing an xml segment table. Parameters ----------- xml_file : file object file object for segment xml file """ # load xmldocumen...

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42.789474

21.982456

def process_nxml_file(fname, output_fmt='json', outbuf=None, cleanup=True, **kwargs): """Return processor with Statements extracted by reading an NXML file. Parameters ---------- fname : str The path to the NXML file to be read. output_fmt: Optional[str] The ou...

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33.085714

21.914286

def execute(self, query, *multiparams, **params): """Executes a SQL query with optional parameters. query - a SQL query string or any sqlalchemy expression. *multiparams/**params - represent bound parameter values to be used in the execution. Typically, the format is a dictionary ...

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30.564103

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def load_handlers(handler_mapping): """ Given a dictionary mapping which looks like the following, import the objects based on the dotted path and yield the packet type and handler as pairs. If the special string '*' is passed, don't process that, pass it on as it is a wildcard. If an non-...

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28.977273

22.840909

def get_authorisation_url(self, reset=False): """ Initialises the OAuth2 Process by asking the auth server for a login URL. Once called, the user can login by being redirected to the url returned by this function. If there is an error during authorisation, None is returned.""...

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43.611111

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def on_left_click(self, event, grid, choices): """ creates popup menu when user clicks on the column if that column is in the list of choices that get a drop-down menu. allows user to edit the column, but only from available values """ row, col = event.GetRow(), event.Get...

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46.280702

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def clear(self): ''' Clear plugin manager state. Registered mimetype functions will be disposed after calling this method. ''' self._mimetype_functions = list(self._default_mimetype_functions) super(MimetypePluginManager, self).clear()

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31.555556

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def lengths( self ): """ The cell lengths. Args: None Returns: (np.array(a,b,c)): The cell lengths. """ return( np.array( [ math.sqrt( sum( row**2 ) ) for row in self.matrix ] ) )

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22.090909

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def ignore_warning(warning): """ Ignore any emitted warnings from a function. :param warning: The category of warning to ignore. """ def decorator(func): """ Return a decorated function whose emitted warnings are ignored. """ @wraps(func) def wrapper(*args, *...

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26.947368

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def beacon(config): ''' Scan for the configured services and fire events Example Config .. code-block:: yaml beacons: service: - services: salt-master: {} mysql: {} The config above sets up beacons to check for the salt-master and...

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40.380165

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def to_qasm(self, header: Optional[str] = None, precision: int = 10, qubit_order: ops.QubitOrderOrList = ops.QubitOrder.DEFAULT, ) -> str: """Returns QASM equivalent to the circuit. Args: header: A multi-line string that is pla...

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43.733333

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def put(self, key, value, minutes): """ Store an item in the cache for a given number of minutes. :param key: The cache key :type key: str :param value: The cache value :type value: mixed :param minutes: The lifetime in minutes of the cached value :type...

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26.055556

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def t_heredocvar_ENCAPSED_AND_WHITESPACE(t): r'( [^\n\\${] | \\. | \$(?![A-Za-z_{]) | \{(?!\$) )+\n? | \\?\n' t.lexer.lineno += t.value.count("\n") t.lexer.pop_state() return t

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37.6

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def reactions_to_files(model, dest, writer, split_subsystem): """Turn the reaction subsystems into their own files. If a subsystem has a number of reactions over the threshold, it gets its own YAML file. All other reactions, those that don't have a subsystem or are in a subsystem that falls below the t...

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41.085714

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def sh(cmd): """ Run the given command in a shell. The command should be a single string containing a shell command. If the command contains the names of any local variables enclosed in braces, the actual values of the named variables will be filled in. (Note that this works on variables defi...

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38.967742

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def list_ptr_records(self, device): """ Returns a list of all PTR records configured for this device. """ device_type = self._resolve_device_type(device) href, svc_name = self._get_ptr_details(device, device_type) uri = "/rdns/%s?href=%s" % (svc_name, href) try: ...

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38.357143

14.214286

def sum_by_n(d, w, n): """A utility function to summarize a data array into n values after weighting the array with another weight array w Parameters ---------- d : array (t, 1), numerical values w : array (t, 1), numerical values for weigh...

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24.111111

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def send(self, packet_buffer): """ send a buffer as a packet to the network interface :param packet_buffer: buffer to send (length shouldn't exceed MAX_INT) """ if self._handle is None: raise self.DeviceIsNotOpen() buffer_length = len(packet_buffer) bu...

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47.454545

16

def calcFstats(predTst, yTest, p, axis=0): """calculate coefficient of determination. Assumes that axis=0 is time Parameters ---------- predTst : np.array, predicted reponse for yTest yTest : np.array, acxtually observed response for yTest p: float, number of predictors ...

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30.32

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def _format_num(self, value): """Return the number value for value, given this field's `num_type`.""" # (value is True or value is False) is ~5x faster than isinstance(value, bool) if value is True or value is False: raise TypeError('value must be a Number, not a boolean.') r...

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56.833333

15.666667

def add_cache(self, namespace, key, query_hash, length, cache): """Add cached values for the specified date range and query""" start = 0 bulk_insert = self.bulk_insert cache_len = len(cache) row = '(%s,%s,%s,%s,%s,%s)' query = 'INSERT INTO gauged_cache ' \ '(n...

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43.55

11.25

def set_background(self, image=None, path=None, resize=True): """ Set the background image of the Canvas. :param image: background image :type image: PhotoImage :param path: background image path :type path: str :param resize: whether to resize the image ...

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50.233333

22.033333

def init_heat_consumer(self, mq): """ Init openstack heat mq 1. Check if enable listening heat notification 2. Create consumer :param mq: class ternya.mq.MQ """ if not self.enable_component_notification(Openstack.Heat): log.debug("disable listening h...

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34.631579

20.421053

def scale_and_crop(im, crop_spec): """ Scale and Crop. """ im = im.crop((crop_spec.x, crop_spec.y, crop_spec.x2, crop_spec.y2)) if crop_spec.width and crop_spec.height: im = im.resize((crop_spec.width, crop_spec.height), resample=Image.ANTIALIAS) return im

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27.181818

17.545455

def _create_from_owl(self): """ create a standard data object based on CSV file """ self.content['data'] = 'TODO - read OWL from ' + self.input_data lg.record_process('_create_from_owl', 'read ' + self._calc_size_stats() + ' from ' + self.input_data)

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41.857143

23

def should_cache(self, request, response): """ Given the request and response should it be cached """ if not getattr(request, '_cache_update_cache', False): return False if not response.status_code in getattr(settings, 'BETTERCACHE_CACHEABLE_STATUS', CACHEABLE_STATUS): r...

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47.333333

26

def _walk(self): """Loop through all the instructions that are `_todo`.""" while self._todo: args = self._todo.pop(0) self._step(*args)

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34.2

10.8

def random_board(max_x, max_y, load_factor): """Return a random board with given max x and y coords.""" return dict(((randint(0, max_x), randint(0, max_y)), 0) for _ in xrange(int(max_x * max_y / load_factor)))

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57.75

12.25

def _load_yaml_config(path=None): """Open and return the yaml contents.""" furious_yaml_path = path or find_furious_yaml() if furious_yaml_path is None: logging.debug("furious.yaml not found.") return None with open(furious_yaml_path) as yaml_file: return yaml_file.read()

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33.888889

12.111111

def modifier_list_id(self, modifier_list_id): """ Sets the modifier_list_id of this CatalogItemModifierListInfo. The ID of the [CatalogModifierList](#type-catalogmodifierlist) controlled by this [CatalogModifierListInfo](#type-catalogmodifierlistinfo). :param modifier_list_id: The modif...

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47.666667

31.4

def create_variant(cls, variant, **kwargs): """Create Variant Create a new Variant This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True >>> thread = api.create_variant(variant, async=True) >>> result = thre...

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38.809524

18.333333

def call(self, args=None, kwargs=None, node=None, send_timeout=1000, recv_timeout=5000, zmq_ctx=None): """ Calls a service on a node with req as arguments. if node is None, a node is chosen by zmq. if zmq_ctx is passed, it will use the existing context Uses a REQ socket. Ref : http://api...

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47.425926

27.240741

def getpexts(lsp): ''' Get information from pext planes. This might or might not work, use with caution! Parameters: ----------- lsp : .lsp string Returns a list of dicts with information for all pext planes ''' lines=lsp.split('\n'); #unfortunately regex doesn't work ...

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28.06

18.34

def truncate_html(html, *args, **kwargs): """Truncates HTML string. :param html: The HTML string or parsed element tree (with :func:`html5lib.parse`). :param kwargs: Similar with :class:`.filters.TruncationFilter`. :return: The truncated HTML string. """ if hasattr(html, 'getc...

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28.130435

17.434783

def update(self, webhook_url=values.unset, friendly_name=values.unset, reachability_webhooks_enabled=values.unset, acl_enabled=values.unset): """ Update the ServiceInstance :param unicode webhook_url: A URL that will receive event updates when objects are manipulat...

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52.6

28.6

def _get_prereq_datasets(self, comp_id, prereq_nodes, keepables, skip=False): """Get a composite's prerequisites, generating them if needed. Args: comp_id (DatasetID): DatasetID for the composite whose prerequisites are being collected. prereq_no...

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47.9

25.8

def _parse_plt_segment(self, fptr): """Parse the PLT segment. The packet headers are not parsed, i.e. they remain uninterpreted raw data buffers. Parameters ---------- fptr : file Open file object. Returns ------- PLTSegment ...

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24.512821

19.589744

def tags(self): # type: () -> Set[str] """ Tags applied to operation. """ tags = set() if self._tags: tags.update(self._tags) if self.binding: binding_tags = getattr(self.binding, 'tags', None) if binding_tags: t...

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27.076923

12

def iterpackages(self): """ Return an iterator over all the packages in the PackageStore. """ pkgdir = os.path.join(self._path, self.PKG_DIR) if not os.path.isdir(pkgdir): return for team in sub_dirs(pkgdir): for user in sub_dirs(self.team_path(tea...

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47

18.384615

def values(self): """Gets the parameter values :returns: dict of inputs: | *'nfft'*: int -- length, in samples, of FFT chunks | *'window'*: str -- name of window to apply to FFT chunks | *'overlap'*: float -- percent overlap of windows """ s...

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42.833333

19.916667

def update(self, x_list=list(), y_list=list()): """ update interpolation data :param list(float) x_list: x values :param list(float) y_list: y values """ if not y_list: for x in x_list: if x in self.x_list: i = self.x_list.i...

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38.25

9.45

def fpsInformation(self,args): '''fps command''' invalidStr = 'Invalid number of arguments. Usage horizon-fps set <fps> or horizon-fps get. Set fps to zero to get unrestricted framerate.' if len(args)>0: if args[0] == "get": '''Get the current framerate.''' ...

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41.428571

16.214286

def __response(self,stanza): """Handle successful disco response. :Parameters: - `stanza`: the stanza received. :Types: - `stanza`: `pyxmpp.stanza.Stanza`""" try: d=self.disco_class(stanza.get_query()) self.got_it(d) except ValueEr...

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28.416667

15

def _reap_payloads(self): """Clean up all finished payloads""" for thread in self._threads.copy(): # CapturingThread.join will throw if thread.join(timeout=0): self._threads.remove(thread) self._logger.debug('reaped thread %s', thread)

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43

7.285714

def _ingest_source(self, source, ps, force=None): """Ingest a single source""" from ambry.bundle.process import call_interval try: from ambry.orm.exc import NotFoundError if not source.is_partition and source.datafile.exists: if not source.datafile.is_...

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38.569892

25.83871

def encode(self, x): """ Encode given input. """ if not self.encoding_network: self.encoding_network = NeuralNetwork(self.input_dim, self.input_tensor) self.encoding_network.input_variables = self.input_variables for layer in self.encoding_layes: ...

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42.6

15.6

def checktype(self, elt, ps): '''See if the type of the "elt" element is what we're looking for. Return the element's type. Parameters: elt -- the DOM element being parsed ps -- the ParsedSoap object. ''' typeName = _find_type(elt) if typeName is N...

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38.444444

15.851852

def account_lists(self, id): """ Get all of the logged-in users lists which the specified user is a member of. Returns a list of `list dicts`_. """ id = self.__unpack_id(id) params = self.__generate_params(locals(), ['id']) url = '/api/v1/accounts...

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35.545455

13.727273

def iter_referents_tuples(self): """ Generates target sets (as tuples of indicies) that are compatible with the current beliefstate.""" tlow, thigh = self['targetset_arity'].get_tuple() clow, chigh = self['contrast_arity'].get_tuple() singletons = list([int(i) for i,_ in self.ite...

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50.923077

14.692308

def tfds_dir(): """Path to tensorflow_datasets directory.""" return os.path.dirname(os.path.dirname(os.path.dirname(__file__)))

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43

17.666667

def make_purge(parser): """ Remove Ceph packages from remote hosts and purge all data. """ parser.add_argument( 'host', metavar='HOST', nargs='+', help='hosts to purge Ceph from', ) parser.set_defaults( func=purge, )

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21.538462

16.769231

def parse_cmdln_opts(parser, cmdln_args): """Rather than have this all clutter main(), let's split this out. Clean arch decision: rather than parsing sys.argv directly, pass sys.argv[1:] to this function (or any iterable for testing.) """ parser.set_defaults( hosts=[], cert=None, ...

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37.108696

20.666667

def rpr(s): """Create a representation of a Unicode string that can be used in both Python 2 and Python 3k, allowing for use of the u() function""" if s is None: return 'None' seen_unicode = False results = [] for cc in s: ccn = ord(cc) if ccn >= 32 and ccn < 127: ...

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31.806452

11.806452

def element_background_color_should_be(self, locator, expected): """Verifies the element identified by `locator` has the expected background color (it verifies the CSS attribute background-color). Color should be in RGBA format. Example of rgba format: rgba(RED, GREEN, BLUE, ALPHA) | *Argument* | *Descripti...

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45.692308

24.076923

def parse_division(l, c, line, root_node, last_section_node): """ Extracts a division node from a line :param l: The line number (starting from 0) :param c: The column number :param line: The line string (without indentation) :param root_node: The document root node. :return: tuple(last...

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30.730769

16.192308

def setAll(self, pairs): """ Set multiple parameters, passed as a list of key-value pairs. :param pairs: list of key-value pairs to set """ for (k, v) in pairs: self.set(k, v) return self

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26.666667

16

def set_payload(self, payload): """Set stanza payload to a single item. All current stanza content of will be dropped. Marks the stanza dirty. :Parameters: - `payload`: XML element or stanza payload object to use :Types: - `payload`: :etree:`ElementTree....

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34.333333

16.111111

def generate(self): ''' Generate noise samples. Returns: `np.ndarray` of samples. ''' sampled_arr = np.zeros((self.__batch_size, self.__channel, self.__seq_len, self.__dim)) for batch in range(self.__batch_size): for i in range(...

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42.37931

23.413793

def output(output_id, name, value_class=NumberValue): """Add output to controller""" def _init(): return value_class( name, input_id=output_id, is_input=False, index=-1 ) def _decorator(cls): seta...

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29.615385

12.846154

def _add_hypotheses_assuming_new_stroke(self, new_stroke, stroke_nr, new_beam): """ Get new guesses by assuming new_stroke is a new symbol. Parameters ----...

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45

14.698113

def restart_with_reloader(): """Create a new process and a subprocess in it with the same arguments as this one. """ cwd = os.getcwd() args = _get_args_for_reloading() new_environ = os.environ.copy() new_environ["SANIC_SERVER_RUNNING"] = "true" cmd = " ".join(args) worker_process = P...

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30.5

13.625

def _printM(self, messages): """print a list of strings - for the mom used only by stats printout""" if len(messages) == 2: print(Style.BRIGHT + messages[0] + Style.RESET_ALL + Fore.BLUE + messages[1] + Style.RESET_ALL) else: print("Not implemented")

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44.285714

13.857143

def getIndices(self): """Returns a generator function over all the existing indexes @returns A generator function over all rhe Index objects""" for indexName in self.neograph.nodes.indexes.keys(): indexObject = self.neograph.nodes.indexes.get(indexName) yield Index(index...

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56.1

22.3

def ensure_utf8(image_tag): """wrapper for ensuring image_tag returns utf8-encoded str on Python 2""" if py3compat.PY3: # nothing to do on Python 3 return image_tag def utf8_image_tag(*args, **kwargs): s = image_tag(*args, **kwargs) if isinstance(s, unicode): ...

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31.083333

12

def route(self, path=None, method='GET', callback=None, name=None, apply=None, skip=None, **config): """ A decorator to bind a function to a request URL. Example:: @app.route('/hello/:name') def hello(name): return 'Hello %s' % name ...

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51.348837

21.744186

def submit_recording(raw_data_json): """Submit a recording to the database on write-math.com. Parameters ---------- raw_data_json : str Raw data in JSON format Raises ------ requests.exceptions.ConnectionError If the internet connection is lost. """ url = "http://ww...

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29.590909

18.272727

def format(self, record): ''' Format the log record to include exc_info if the handler is enabled for a specific log level ''' formatted_record = super(ExcInfoOnLogLevelFormatMixIn, self).format(record) exc_info_on_loglevel = getattr(record, 'exc_info_on_loglevel', None) ...

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54.134615

29.711538

def dumps(self, cnf, **kwargs): """ Dump config 'cnf' to a string. :param cnf: Configuration data to dump :param kwargs: optional keyword parameters to be sanitized :: dict :return: string represents the configuration """ kwargs = anyconfig.utils.filter_options(...

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34.909091

16.727273

def _run_server(self): """ 启动 HTTP Server """ try: if __conf__.DEBUG: self._webapp.listen(self._port) else: server = HTTPServer(self._webapp) server.bind(self._port) server.start(0) ...

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27.2

11.466667

def get_ddo(self, ont_id: str) -> dict: """ This interface is used to get a DDO object in the from of dict. :param ont_id: the unique ID for identity. :return: a description object of ONT ID in the from of dict. """ args = dict(ontid=ont_id.encode('utf-8')) invok...

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48.428571

22.285714

def xception_exit(inputs): """Xception exit flow.""" with tf.variable_scope("xception_exit"): x = inputs x_shape = x.get_shape().as_list() if x_shape[1] is None or x_shape[2] is None: length_float = tf.to_float(tf.shape(x)[1]) length_float *= tf.to_float(tf.shape(x)[2]) spatial_dim_flo...

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43.952381

15.904762

def parent(self, index): """ Reimplements the :meth:`QAbstractItemModel.parent` method. :param index: Index. :type index: QModelIndex :return: Parent. :rtype: QModelIndex """ if not index.isValid(): return QModelIndex() node = self.g...

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26.478261

17.869565

def speech(self) -> str: """ Report summary designed to be read by a text-to-speech program """ if not self.data: self.update() return speech.metar(self.data, self.units)

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30.857143

12.285714

def get_security_group_dict(): """Returns dictionary of named security groups {name: securitygroup}.""" client = get_ec2_client() response = client.describe_security_groups() assert is_good_response(response) result = OrderedDict() ec2 = get_ec2_resource() for security_group_response in response['Securi...

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37.047619

18.095238

def description(self): """This read-only attribute is a sequence of 7-item sequences. Each of these sequences contains information describing one result column: - name - type_code - display_size (None in current implementation) - internal_size (None in current implement...

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39.391304

24.043478

def dms_to_degrees(v): """Convert degree/minute/second to decimal degrees.""" d = float(v[0][0]) / float(v[0][1]) m = float(v[1][0]) / float(v[1][1]) s = float(v[2][0]) / float(v[2][1]) return d + (m / 60.0) + (s / 3600.0)

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33.857143

8.714286

def tags(self): """ FEFF job parameters. Returns: Tags """ if "RECIPROCAL" in self.config_dict: if self.small_system: self.config_dict["CIF"] = "{}.cif".format( self.structure.formula.replace(" ", "")) s...

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43.357143

19.571429

def run_until(self, endtime, timeunit='minutes', save=True): """ Run a case untile the specifiend endtime """ integrator = self.case.solver.Integrator integrator.rununtil(endtime, timeunit) if save is True: self.case.save()

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34.5

8.75

def unit_get(attribute): """Get the unit ID for the remote unit""" _args = ['unit-get', '--format=json', attribute] try: return json.loads(subprocess.check_output(_args).decode('UTF-8')) except ValueError: return None

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34.714286

18.857143

def perplexity(self): """ Compute perplexity for each sample. """ return samplers_lda.perplexity_comp(self.docid, self.tokens, self.tt, self.dt, self.N, self.K, self.samples)

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32

20.444444

def _desc_has_data(desc): """Returns true if there is any data set for a particular PhoneNumberDesc.""" if desc is None: return False # Checking most properties since we don't know what's present, since a custom build may have # stripped just one of them (e.g. liteBuild strips exampleNumber). We...

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61.363636

27.636364

def set_opcode(self, opcode): """Set the opcode. @param opcode: the opcode @type opcode: int """ self.flags &= 0x87FF self.flags |= dns.opcode.to_flags(opcode)

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28.714286

7.714286

def mapfivo(ol,*args,**kwargs): ''' #mapfivo f,i,v,o四元决定 fivo-4-tuple-engine #map_func diff_func(index,value,*diff_args) ''' args = list(args) lngth = args.__len__() if(lngth==0): diff_funcs_arr = kwargs['map_funcs'] diff_args_arr ...

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30.3

16.5

def plot_multi(data, cols=None, spacing=.06, color_map=None, plot_kw=None, **kwargs): """ Plot data with multiple scaels together Args: data: DataFrame of data cols: columns to be plotted spacing: spacing between legends color_map: customized colors in map plot_kw: k...

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34.464286

19.75

def none(n, coef): """ Build a matrix of zeros for features that should go unpenalized Parameters ---------- n : int number of splines coef : unused for compatibility with constraints Returns ------- penalty matrix : sparse csc matrix of shape (n,n) """ retu...

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21.625

20.625

def get_error(self, block = True, timeout = None): """ Gets the next error message. Each error message is a 2-tuple of (status, identifier).""" return self._error_queue.get(block = block, timeout = timeout)

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35.333333

13.666667

def dispatch_write(self, buf): """Augment the buffer with stuff to write when possible""" self.write_buffer += buf if len(self.write_buffer) > self.MAX_BUFFER_SIZE: console_output('Buffer too big ({:d}) for {}\n'.format( len(self.write_buffer), str(self)).encode()) ...

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46

13.25

def read(cls, data): """Reads data from URL, Dataframe, JSON string, JSON file or OrderedDict. Args: data: can be a Pandas Dataframe, a JSON string, a JSON file, an OrderedDict or a URL pointing to a JSONstat file. Returns: An object of class...

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40.809524

17.142857

def url2path(url): """ If url identifies a file on the local host, return the path to the file otherwise raise ValueError. """ scheme, host, path, nul, nul, nul = urlparse(url) if scheme.lower() in ("", "file") and host.lower() in ("", "localhost"): return path raise ValueError(url)

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31.555556

16

def eval(self, exp): "main dispatch for expression evaluation" # todo: this needs an AST-assert that all BaseX descendants are being handled if isinstance(exp,sqparse2.BinX): return evalop(exp.op.op, *map(self.eval, (exp.left, exp.right))) elif isinstance(exp,sqparse2.UnX): return self.eval_unx(exp) ...

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65.219512

30.487805

def receive_device_value(self, raw_value: int): """ Set a new value, called from within the joystick implementation class when parsing the event queue. :param raw_value: the raw value from the joystick hardware :internal: """ new_value = self._input_to_raw_value(raw_val...

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42.052632

20.368421

def summarize(group, fs=None, include_source=True): """ Tabulate and write the results of ComparisonBenchmarks to a file or standard out. :param str group: name of the comparison group. :param fs: file-like object (Optional) """ _line_break = '{0:-<120}\n'.format('') ...

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40.469388

17.612245