kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def GetParsersInformation(cls): """Retrieves the parsers information. Returns: list[tuple[str, str]]: parser names and descriptions. """ parsers_information = [] for _, parser_class in cls.GetParsers(): description = getattr(parser_class, 'DESCRIPTION', '') parsers_information.app...	[ "def", "GetParsersInformation", "(", "cls", ")", ":", "parsers_information", "=", "[", "]", "for", "_", ",", "parser_class", "in", "cls", ".", "GetParsers", "(", ")", ":", "description", "=", "getattr", "(", "parser_class", ",", "'DESCRIPTION'", ",", "''", ...	31.5	17.333333
def get_message_dict(self): """ Generate the various parts of the message and return them in a dictionary, suitable for passing directly as keyword arguments to ``django.core.mail.send_mail()``. By default, the following values are returned: * ``from_email`` * ...	[ "def", "get_message_dict", "(", "self", ")", ":", "if", "not", "self", ".", "is_valid", "(", ")", ":", "raise", "ValueError", "(", "\"Message cannot be sent from invalid contact form\"", ")", "message_dict", "=", "{", "}", "for", "message_part", "in", "(", "'fro...	29.777778	21.111111
def queue_message(self, message): """Queue a message to be sent later. This operation should be followed up with send_pending_messages. :param message: The message to be sent. :type message: ~azure.servicebus.common.message.Message Example: .. literalinclude:: ../e...	[ "def", "queue_message", "(", "self", ",", "message", ")", ":", "if", "not", "self", ".", "running", ":", "self", ".", "open", "(", ")", "if", "self", ".", "session_id", "and", "not", "message", ".", "properties", ".", "group_id", ":", "message", ".", ...	36.173913	18.652174
def delete_folder(self, id, force=None): """ Delete folder. Remove the specified folder. You can only delete empty folders unless you set the 'force' flag """ path = {} data = {} params = {} # REQUIRED - PATH - id """ID""" ...	[ "def", "delete_folder", "(", "self", ",", "id", ",", "force", "=", "None", ")", ":", "path", "=", "{", "}", "data", "=", "{", "}", "params", "=", "{", "}", "# REQUIRED - PATH - id\r", "\"\"\"ID\"\"\"", "path", "[", "\"id\"", "]", "=", "id", "# OPTIONAL...	34.590909	24.318182
def set(self, value): """ Sets the value of the object :param value: A byte string """ if not isinstance(value, byte_cls): raise TypeError(unwrap( ''' %s value must be a byte string, not %s ''', ...	[ "def", "set", "(", "self", ",", "value", ")", ":", "if", "not", "isinstance", "(", "value", ",", "byte_cls", ")", ":", "raise", "TypeError", "(", "unwrap", "(", "'''\n %s value must be a byte string, not %s\n '''", ",", "type_name", "("...	24.44	14.6
def plot_movie_of_trajectory2d_with_matplotlib( obs, plane='xy', figsize=6, grid=True, wireframe=False, max_count=None, angle=None, noaxis=False, interval=0.16, repeat_delay=3000, stride=1, rotate=None, legend=True, output=None, crf=10, bitrate='1M', plot_range=None, **kwargs): """ ...	[ "def", "plot_movie_of_trajectory2d_with_matplotlib", "(", "obs", ",", "plane", "=", "'xy'", ",", "figsize", "=", "6", ",", "grid", "=", "True", ",", "wireframe", "=", "False", ",", "max_count", "=", "None", ",", "angle", "=", "None", ",", "noaxis", "=", ...	36.352381	18.066667
def decorator(func): r"""Makes the passed decorators to support optional args. """ def wrapper(__decorated__=None, Args, KwArgs): if __decorated__ is None: # the decorator has some optional arguments. return lambda _func: func(_func, Args, *KwArgs) else: return func(__decorated__, Args,...	[ "def", "decorator", "(", "func", ")", ":", "def", "wrapper", "(", "__decorated__", "=", "None", ",", "", "Args", ",", "", "*", "KwArgs", ")", ":", "if", "__decorated__", "is", "None", ":", "# the decorator has some optional arguments.", "return", "lambda", ...	31.818182	19.272727
def checkConditions(self,verbose=False,verbose_reference=False,public_call=False): ''' This method checks whether the instance's type satisfies the growth impatience condition (GIC), return impatience condition (RIC), absolute impatience condition (AIC), weak return impatience condition ...	[ "def", "checkConditions", "(", "self", ",", "verbose", "=", "False", ",", "verbose_reference", "=", "False", ",", "public_call", "=", "False", ")", ":", "if", "self", ".", "cycles", "!=", "0", "or", "self", ".", "T_cycle", ">", "1", ":", "if", "verbose...	53.442623	40
def char_offsets_to_xpaths(html, char_offsets): '''Converts HTML and a sequence of char offsets to xpath offsets. Returns a generator of :class:`streamcorpus.XpathRange` objects in correspondences with the sequence of ``char_offsets`` given. Namely, each ``XpathRange`` should address precisely the same...	[ "def", "char_offsets_to_xpaths", "(", "html", ",", "char_offsets", ")", ":", "html", "=", "uni", "(", "html", ")", "parser", "=", "XpathTextCollector", "(", ")", "prev_end", "=", "0", "prev_progress", "=", "True", "for", "start", ",", "end", "in", "char_of...	43.517647	21.047059
async def recv_multipart(self): """ Read from all the associated sockets. :returns: A list of tuples (socket, frames) for each socket that returned a result. """ if not self._sockets: return [] results = [] async def recv_and_store(socke...	[ "async", "def", "recv_multipart", "(", "self", ")", ":", "if", "not", "self", ".", "_sockets", ":", "return", "[", "]", "results", "=", "[", "]", "async", "def", "recv_and_store", "(", "socket", ")", ":", "frames", "=", "await", "socket", ".", "recv_mu...	25.03125	19.21875
def other_punctuation(): """Match other punctuation. Match other punctuation to split on; punctuation that naturally inserts a break in speech. """ punc = ''.join( set(symbols.ALL_PUNC) - set(symbols.TONE_MARKS) - set(symbols.PERIOD_COMMA) - set(symbols.COLON)) ...	[ "def", "other_punctuation", "(", ")", ":", "punc", "=", "''", ".", "join", "(", "set", "(", "symbols", ".", "ALL_PUNC", ")", "-", "set", "(", "symbols", ".", "TONE_MARKS", ")", "-", "set", "(", "symbols", ".", "PERIOD_COMMA", ")", "-", "set", "(", ...	27.133333	15.4
def xcom_pull( self, task_ids=None, dag_id=None, key=XCOM_RETURN_KEY, include_prior_dates=False): """ Pull XComs that optionally meet certain criteria. The default value for `key` limits the search to XComs that were returned b...	[ "def", "xcom_pull", "(", "self", ",", "task_ids", "=", "None", ",", "dag_id", "=", "None", ",", "key", "=", "XCOM_RETURN_KEY", ",", "include_prior_dates", "=", "False", ")", ":", "if", "dag_id", "is", "None", ":", "dag_id", "=", "self", ".", "dag_id", ...	41.94	22.26
def multiply(df, new_column, column_1, column_2): """ DEPRECATED - use `formula` instead """ return _basic_math_operation(df, new_column, column_1, column_2, op='mul')	[ "def", "multiply", "(", "df", ",", "new_column", ",", "column_1", ",", "column_2", ")", ":", "return", "_basic_math_operation", "(", "df", ",", "new_column", ",", "column_1", ",", "column_2", ",", "op", "=", "'mul'", ")" ]	36	9.6
def devpiserver_cmdline_run(xom): ''' Load theme when `theme` parameter is 'semantic-ui'. ''' if xom.config.args.theme == 'semantic-ui': xom.config.args.theme = resource_filename('devpi_semantic_ui', '') xom.log.info("Semantic UI Theme loaded")	[ "def", "devpiserver_cmdline_run", "(", "xom", ")", ":", "if", "xom", ".", "config", ".", "args", ".", "theme", "==", "'semantic-ui'", ":", "xom", ".", "config", ".", "args", ".", "theme", "=", "resource_filename", "(", "'devpi_semantic_ui'", ",", "''", ")"...	38.571429	19.428571
def _build_js(inputs, outputs, name, implementation, support_code): """Creates a BigQuery SQL UDF javascript object. Args: inputs: a list of (name, type) tuples representing the schema of input. outputs: a list of (name, type) tuples representing the schema of the output. name: the name of th...	[ "def", "_build_js", "(", "inputs", ",", "outputs", ",", "name", ",", "implementation", ",", "support_code", ")", ":", "# Construct a comma-separated list of input field names", "# For example, field1,field2,...", "input_fields", "=", "json", ".", "dumps", "(", "[", "f",...	51.230769	26.5
def description_from_content(self): """ Returns the first block or sentence of the first content-like field. """ description = "" # Use the first RichTextField, or TextField if none found. for field_type in (RichTextField, models.TextField): if not des...	[ "def", "description_from_content", "(", "self", ")", ":", "description", "=", "\"\"", "# Use the first RichTextField, or TextField if none found.", "for", "field_type", "in", "(", "RichTextField", ",", "models", ".", "TextField", ")", ":", "if", "not", "description", ...	42.111111	16.444444
def FromMany(cls, samples): """Constructs a single sample that best represents a list of samples. Args: samples: An iterable collection of `IOSample` instances. Returns: An `IOSample` instance representing `samples`. Raises: ValueError: If `samples` is empty. """ if not samp...	[ "def", "FromMany", "(", "cls", ",", "samples", ")", ":", "if", "not", "samples", ":", "raise", "ValueError", "(", "\"Empty `samples` argument\"", ")", "return", "IOSample", "(", "timestamp", "=", "max", "(", "sample", ".", "timestamp", "for", "sample", "in",...	30.210526	22
def is_union_type(type_): """ Checks if the given type is a union type. :param type_: The type to check :return: True if the type is a union type, otherwise False :rtype: bool """ if is_typing_type(type_) and hasattr(type_, "__origin__"): # NOTE: union types can only be from typing mod...	[ "def", "is_union_type", "(", "type_", ")", ":", "if", "is_typing_type", "(", "type_", ")", "and", "hasattr", "(", "type_", ",", "\"__origin__\"", ")", ":", "# NOTE: union types can only be from typing module", "return", "type_", ".", "__origin__", "in", "_get_types"...	32.333333	19
def register_handler(self, handler): """ Register a new namespace handler. """ self._handlers[handler.namespace] = handler handler.registered(self)	[ "def", "register_handler", "(", "self", ",", "handler", ")", ":", "self", ".", "_handlers", "[", "handler", ".", "namespace", "]", "=", "handler", "handler", ".", "registered", "(", "self", ")" ]	33.6	12.6
def DownloadFile(ID, season=None, mission='k2', cadence='lc', filename=None, clobber=False): ''' Download a given :py:mod:`everest` file from MAST. :param str mission: The mission name. Default `k2` :param str cadence: The light curve cadence. Default `lc` :param str filename: The ...	[ "def", "DownloadFile", "(", "ID", ",", "season", "=", "None", ",", "mission", "=", "'k2'", ",", "cadence", "=", "'lc'", ",", "filename", "=", "None", ",", "clobber", "=", "False", ")", ":", "# Get season", "if", "season", "is", "None", ":", "season", ...	33.891304	20.021739
async def send_rpc(self, conn_id, address, rpc_id, payload, timeout): """Asynchronously send an RPC to this IOTile device Args: conn_id (int): A unique identifier that will refer to this connection address (int): the address of the tile that we wish to send the RPC to ...	[ "async", "def", "send_rpc", "(", "self", ",", "conn_id", ",", "address", ",", "rpc_id", ",", "payload", ",", "timeout", ")", ":", "self", ".", "_ensure_connection", "(", "conn_id", ",", "True", ")", "dev", "=", "self", ".", "_get_property", "(", "conn_id...	42.692308	24.692308
def _url(self, path: str) -> str: """ Computes the URL for a resource located at a given path on the server. """ url = "{}/{}".format(self.__base_url, path) logger.debug("transformed path [%s] into url: %s", path, url) return url	[ "def", "_url", "(", "self", ",", "path", ":", "str", ")", "->", "str", ":", "url", "=", "\"{}/{}\"", ".", "format", "(", "self", ".", "__base_url", ",", "path", ")", "logger", ".", "debug", "(", "\"transformed path [%s] into url: %s\"", ",", "path", ",",...	38.714286	15.285714
def notify(self): """Notify the client. The function passed to ``App.respond`` will get called. """ if flask.has_request_context(): emit(_NAME + str(self._uuid)) else: sio = flask.current_app.extensions['socketio'] sio.emit(_NAME + str(self._u...	[ "def", "notify", "(", "self", ")", ":", "if", "flask", ".", "has_request_context", "(", ")", ":", "emit", "(", "_NAME", "+", "str", "(", "self", ".", "_uuid", ")", ")", "else", ":", "sio", "=", "flask", ".", "current_app", ".", "extensions", "[", "...	30.909091	14
def schedule_enabled(): ''' Check the status of automatic update scheduling. :return: True if scheduling is enabled, False if disabled :rtype: bool CLI Example: .. code-block:: bash salt '*' softwareupdate.schedule_enabled ''' cmd = ['softwareupdate', '--schedule'] ret = ...	[ "def", "schedule_enabled", "(", ")", ":", "cmd", "=", "[", "'softwareupdate'", ",", "'--schedule'", "]", "ret", "=", "salt", ".", "utils", ".", "mac_utils", ".", "execute_return_result", "(", "cmd", ")", "enabled", "=", "ret", ".", "split", "(", ")", "["...	22.3	26.1
def docs_init_to_class(self): """If found a __init__ method's docstring and the class without any docstring, so set the class docstring with __init__one, and let __init__ without docstring. :returns: True if done :rtype: boolean """ result = False if not...	[ "def", "docs_init_to_class", "(", "self", ")", ":", "result", "=", "False", "if", "not", "self", ".", "parsed", ":", "self", ".", "_parse", "(", ")", "einit", "=", "[", "]", "eclass", "=", "[", "]", "for", "e", "in", "self", ".", "docs_list", ":", ...	36.848485	14.545455
def _prepare_init_params_from_job_description(cls, job_details, model_channel_name=None): """Convert the job description to init params that can be handled by the class constructor Args: job_details: the returned job details from a describe_training_job API call. model_channel_n...	[ "def", "_prepare_init_params_from_job_description", "(", "cls", ",", "job_details", ",", "model_channel_name", "=", "None", ")", ":", "init_params", "=", "super", "(", "Estimator", ",", "cls", ")", ".", "_prepare_init_params_from_job_description", "(", "job_details", ...	45.066667	33.133333
def is_university(addr): # type: (Union[str, unicode]) -> bool """ Check if provided email has a university domain - either in .edu domain (except public sercices like england.edu or australia.edu) - or in .edu.TLD (non-US based institutions, like edu.au) - or listed in a public list of uni...	[ "def", "is_university", "(", "addr", ")", ":", "# type: (Union[str, unicode]) -> bool", "addr_domain", "=", "domain", "(", "addr", ")", "if", "not", "addr_domain", ":", "# invalid email", "return", "False", "chunks", "=", "addr_domain", ".", "split", "(", "\".\"",...	40.363636	20.181818
def _get_bit(self, n, hash_bytes): """ Determines if the n-th bit of passed bytes is 1 or 0. Arguments: hash_bytes - List of hash byte values for which the n-th bit value should be checked. Each element of the list should be an integer from 0 to 255. Retu...	[ "def", "_get_bit", "(", "self", ",", "n", ",", "hash_bytes", ")", ":", "if", "hash_bytes", "[", "n", "//", "8", "]", ">>", "int", "(", "8", "-", "(", "(", "n", "%", "8", ")", "+", "1", ")", ")", "&", "1", "==", "1", ":", "return", "True", ...	25.631579	25.526316
def json_rpc_format(self): """ return the Exception data in a format for JSON-RPC """ error = { 'name': smart_text(self.__class__.__name__), 'code': self.code, 'message': "%s: %s" % (smart_text(self.__class__.__name__), smart_text(self.message)), ...	[ "def", "json_rpc_format", "(", "self", ")", ":", "error", "=", "{", "'name'", ":", "smart_text", "(", "self", ".", "__class__", ".", "__name__", ")", ",", "'code'", ":", "self", ".", "code", ",", "'message'", ":", "\"%s: %s\"", "%", "(", "smart_text", ...	29.473684	19.368421
def configure(self, reboot=1): """ Assigns a name to the server accessible from user space. Note, we add the name to /etc/hosts since not all programs use /etc/hostname to reliably identify the server hostname. """ r = self.local_renderer for ip, hostname in self...	[ "def", "configure", "(", "self", ",", "reboot", "=", "1", ")", ":", "r", "=", "self", ".", "local_renderer", "for", "ip", ",", "hostname", "in", "self", ".", "iter_hostnames", "(", ")", ":", "self", ".", "vprint", "(", "'ip/hostname:'", ",", "ip", ",...	44.333333	16.111111
def post_execute(self): """ Gets executed after the actual execution. :return: None if successful, otherwise error message :rtype: str """ result = super(Sink, self).post_execute() if result is None: self._input = None return result	[ "def", "post_execute", "(", "self", ")", ":", "result", "=", "super", "(", "Sink", ",", "self", ")", ".", "post_execute", "(", ")", "if", "result", "is", "None", ":", "self", ".", "_input", "=", "None", "return", "result" ]	27.181818	14.454545
def atlasdb_open( path ): """ Open the atlas db. Return a connection. Return None if it doesn't exist """ if not os.path.exists(path): log.debug("Atlas DB doesn't exist at %s" % path) return None con = sqlite3.connect( path, isolation_level=None ) con.row_factory = atlas...	[ "def", "atlasdb_open", "(", "path", ")", ":", "if", "not", "os", ".", "path", ".", "exists", "(", "path", ")", ":", "log", ".", "debug", "(", "\"Atlas DB doesn't exist at %s\"", "%", "path", ")", "return", "None", "con", "=", "sqlite3", ".", "connect", ...	25.923077	13.923077
def train_async(input_dir, batch_size, max_steps, output_dir, checkpoint=None, cloud=None): """Train model. The output can be used for batch prediction or online deployment. Args: input_dir: A directory path containing preprocessed results. Can be local or GCS path. batch_size: size of batch used for train...	[ "def", "train_async", "(", "input_dir", ",", "batch_size", ",", "max_steps", ",", "output_dir", ",", "checkpoint", "=", "None", ",", "cloud", "=", "None", ")", ":", "with", "warnings", ".", "catch_warnings", "(", ")", ":", "warnings", ".", "simplefilter", ...	47.619048	28.285714
def _wait_for_outputs(self, timeout=-1): """wait for the 'status=idle' message that indicates we have all outputs """ if not self._success: # don't wait on errors return tic = time.time() while not all(md['outputs_ready'] for md in self._metadata): ...	[ "def", "_wait_for_outputs", "(", "self", ",", "timeout", "=", "-", "1", ")", ":", "if", "not", "self", ".", "_success", ":", "# don't wait on errors", "return", "tic", "=", "time", ".", "time", "(", ")", "while", "not", "all", "(", "md", "[", "'outputs...	39.916667	13.166667
def _set_show_firmware_version(self, v, load=False): """ Setter method for show_firmware_version, mapped from YANG variable /brocade_firmware_ext_rpc/show_firmware_version (rpc) If this variable is read-only (config: false) in the source YANG file, then _set_show_firmware_version is considered as a priv...	[ "def", "_set_show_firmware_version", "(", "self", ",", "v", ",", "load", "=", "False", ")", ":", "if", "hasattr", "(", "v", ",", "\"_utype\"", ")", ":", "v", "=", "v", ".", "_utype", "(", "v", ")", "try", ":", "t", "=", "YANGDynClass", "(", "v", ...	75.041667	36.833333
def ExceptionHook(exctype, value, tb): ''' A custom exception handler that logs errors to file. ''' for line in traceback.format_exception_only(exctype, value): log.error(line.replace('\n', '')) for line in traceback.format_tb(tb): log.error(line.replace('\n', '')) sys.__except...	[ "def", "ExceptionHook", "(", "exctype", ",", "value", ",", "tb", ")", ":", "for", "line", "in", "traceback", ".", "format_exception_only", "(", "exctype", ",", "value", ")", ":", "log", ".", "error", "(", "line", ".", "replace", "(", "'\\n'", ",", "''"...	30.545455	17.454545
def format_price_commas(price): """ Formats prices, rounding (i.e. to the nearest whole number of pounds) with commas """ if price is None: return None if price >= 0: return jinja2.Markup('£{:,.2f}'.format(price)) else: return jinja2.Markup('-£{:,.2f}'.format(...	[ "def", "format_price_commas", "(", "price", ")", ":", "if", "price", "is", "None", ":", "return", "None", "if", "price", ">=", "0", ":", "return", "jinja2", ".", "Markup", "(", "'£{:,.2f}'", ".", "format", "(", "price", ")", ")", "else", ":", "re...	31.9	18.9
def post(self, request, bot_id, format=None): """ Add a new chat state --- serializer: TelegramChatStateSerializer responseMessages: - code: 401 message: Not authenticated - code: 400 message: Not valid request """ ...	[ "def", "post", "(", "self", ",", "request", ",", "bot_id", ",", "format", "=", "None", ")", ":", "return", "super", "(", "TelegramChatStateList", ",", "self", ")", ".", "post", "(", "request", ",", "bot_id", ",", "format", ")" ]	31.916667	11.75
def copy_path_to_clipboard(self): """ Copies the file path to the clipboard """ path = self.get_current_path() QtWidgets.QApplication.clipboard().setText(path) debug('path copied: %s' % path)	[ "def", "copy_path_to_clipboard", "(", "self", ")", ":", "path", "=", "self", ".", "get_current_path", "(", ")", "QtWidgets", ".", "QApplication", ".", "clipboard", "(", ")", ".", "setText", "(", "path", ")", "debug", "(", "'path copied: %s'", "%", "path", ...	33.285714	4.428571
def _latch_file_info(self): """Internal function to update the dictionaries keeping track of input and output files """ self.files.file_dict.clear() self.files.latch_file_info(self.args)	[ "def", "_latch_file_info", "(", "self", ")", ":", "self", ".", "files", ".", "file_dict", ".", "clear", "(", ")", "self", ".", "files", ".", "latch_file_info", "(", "self", ".", "args", ")" ]	36.833333	4.833333
def simulateSytematicError(N_SAMPLES=5, N_IMAGES=10, SHOW_DETECTED_PATTERN=True, # GRAYSCALE=False, HEIGHT=500, PLOT_RESULTS=True, PLOT_ERROR_ARRAY=True, CAMERA_PARAM=None, PERSPECTIVE=True, ROTATION=True, R...	[ "def", "simulateSytematicError", "(", "N_SAMPLES", "=", "5", ",", "N_IMAGES", "=", "10", ",", "SHOW_DETECTED_PATTERN", "=", "True", ",", "# GRAYSCALE=False,\r", "HEIGHT", "=", "500", ",", "PLOT_RESULTS", "=", "True", ",", "PLOT_ERROR_ARRAY", "=", "True", ",", ...	38.310249	20.969529
def fix_base(fix_environ): """Activate the base compatibility.""" def _is_android(): import os vm_path = os.sep+"system"+os.sep+"bin"+os.sep+"dalvikvm" if os.path.exists(vm_path) or os.path.exists(os.sep+"system"+vm_path): return True try: import android ...	[ "def", "fix_base", "(", "fix_environ", ")", ":", "def", "_is_android", "(", ")", ":", "import", "os", "vm_path", "=", "os", ".", "sep", "+", "\"system\"", "+", "os", ".", "sep", "+", "\"bin\"", "+", "os", ".", "sep", "+", "\"dalvikvm\"", "if", "os", ...	31.163636	19.163636
def _load_with_overrides(base) -> Dict[str, str]: """ Load an config or write its defaults """ should_write = False overrides = _get_environ_overrides() try: index = json.load((base/_CONFIG_FILENAME).open()) except (OSError, json.JSONDecodeError) as e: sys.stderr.write("Error loading...	[ "def", "_load_with_overrides", "(", "base", ")", "->", "Dict", "[", "str", ",", "str", "]", ":", "should_write", "=", "False", "overrides", "=", "_get_environ_overrides", "(", ")", "try", ":", "index", "=", "json", ".", "load", "(", "(", "base", "/", "...	36.53125	15.84375
def plot_ion_relaxation(self, **kwargs): """ Plot the history of the ion-cell relaxation. kwargs are passed to the plot method of :class:`HistFile` Return `matplotlib` figure or None if hist file is not found. """ with self.ion_task.open_hist() as hist: retur...	[ "def", "plot_ion_relaxation", "(", "self", ",", "", "", "kwargs", ")", ":", "with", "self", ".", "ion_task", ".", "open_hist", "(", ")", "as", "hist", ":", "return", "hist", ".", "plot", "(", "", "", "kwargs", ")", "if", "hist", "else", "None" ]	39	14.333333
def saveSV(fname, X, comments=None, metadata=None, printmetadict=None, dialect=None, delimiter=None, doublequote=True, lineterminator='\n', escapechar = None, quoting=csv.QUOTE_MINIMAL, quotechar='"', skipinitialspace=False, stringifier=None...	[ "def", "saveSV", "(", "fname", ",", "X", ",", "comments", "=", "None", ",", "metadata", "=", "None", ",", "printmetadict", "=", "None", ",", "dialect", "=", "None", ",", "delimiter", "=", "None", ",", "doublequote", "=", "True", ",", "lineterminator", ...	39.536842	23.989474
def _assoc_prop_matches(prop, ref_classname, assoc_classes, result_classes, result_role): """ Test filters of a reference property and its associated entity Returns `True` if matches the criteria. Returns `False` if it does not match. Matches if ref_c...	[ "def", "_assoc_prop_matches", "(", "prop", ",", "ref_classname", ",", "assoc_classes", ",", "result_classes", ",", "result_role", ")", ":", "assert", "prop", ".", "type", "==", "'reference'", "if", "assoc_classes", "and", "ref_classname", "not", "in", "assoc_class...	38	21.578947
def get_status_display(self, **kwargs): """ Define how status is displayed in UIs (add units etc.). """ if 'value' in kwargs: value = kwargs['value'] else: value = self.status if self.show_stdev_seconds: stdev = self.stdev(self.sho...	[ "def", "get_status_display", "(", "self", ",", "", "", "kwargs", ")", ":", "if", "'value'", "in", "kwargs", ":", "value", "=", "kwargs", "[", "'value'", "]", "else", ":", "value", "=", "self", ".", "status", "if", "self", ".", "show_stdev_seconds", "...	29.214286	12.785714
def fetch_pdb(pdbid): """Get the newest entry from the RCSB server for the given PDB ID. Exits with '1' if PDB ID is invalid.""" pdbid = pdbid.lower() write_message('\nChecking status of PDB ID %s ... ' % pdbid) state, current_entry = check_pdb_status(pdbid) # Get state and current PDB ID if state...	[ "def", "fetch_pdb", "(", "pdbid", ")", ":", "pdbid", "=", "pdbid", ".", "lower", "(", ")", "write_message", "(", "'\\nChecking status of PDB ID %s ... '", "%", "pdbid", ")", "state", ",", "current_entry", "=", "check_pdb_status", "(", "pdbid", ")", "# Get state ...	52.347826	24.695652
def get_document_field_display(self, field_name, field): """ Render a link to a document """ document = getattr(self.instance, field_name) if document: return mark_safe( '<a href="%s">%s <span class="meta">(%s, %s)</span></a>' % ( document.url, ...	[ "def", "get_document_field_display", "(", "self", ",", "field_name", ",", "field", ")", ":", "document", "=", "getattr", "(", "self", ".", "instance", ",", "field_name", ")", "if", "document", ":", "return", "mark_safe", "(", "'<a href=\"%s\">%s <span class=\"meta...	41.461538	15.538462
def populate_tree(self, master, parent, element,from_file=False): """Reads xml nodes and populates tree item""" data = WidgetDescr(None, None) data.from_xml_node(element) cname = data.get_class() uniqueid = self.get_unique_id(cname, data.get_id()) data.set_property('id',...	[ "def", "populate_tree", "(", "self", ",", "master", ",", "parent", ",", "element", ",", "from_file", "=", "False", ")", ":", "data", "=", "WidgetDescr", "(", "None", ",", "None", ")", "data", ".", "from_xml_node", "(", "element", ")", "cname", "=", "da...	39.75	18.6
def tabfile2list(fname): "tabfile2list" #dat = mylib1.readfileasmac(fname) #data = string.strip(dat) data = mylib1.readfileasmac(fname) #data = data[:-2]#remove the last return alist = data.split('\r')#since I read it as a mac file blist = alist[1].split('\t') clist = [] for num in ...	[ "def", "tabfile2list", "(", "fname", ")", ":", "#dat = mylib1.readfileasmac(fname)", "#data = string.strip(dat)", "data", "=", "mylib1", ".", "readfileasmac", "(", "fname", ")", "#data = data[:-2]#remove the last return", "alist", "=", "data", ".", "split", "(", "'\\r'"...	32.133333	14.4
def add(i): """ Input: { (repo_uoa) - repo UOA module_uoa - module UOA data_uoa - data UOA (data_uid) - data UID (if uoa is an alias) (data_name) - user friendly data name ...	[ "def", "add", "(", "i", ")", ":", "o", "=", "i", ".", "get", "(", "'out'", ",", "''", ")", "t", "=", "'added'", "ra", "=", "i", ".", "get", "(", "'repo_uoa'", ",", "''", ")", "m", "=", "i", ".", "get", "(", "'module_uoa'", ",", "''", ")", ...	28.589812	21.715818
def _var_uint_field_handler(handler, ctx): """Handler co-routine for variable unsigned integer fields that. Invokes the given ``handler`` function with the read field and context, then immediately yields to the resulting co-routine. """ _, self = yield queue = ctx.queue value = 0 while ...	[ "def", "_var_uint_field_handler", "(", "handler", ",", "ctx", ")", ":", "_", ",", "self", "=", "yield", "queue", "=", "ctx", ".", "queue", "value", "=", "0", "while", "True", ":", "if", "len", "(", "queue", ")", "==", "0", ":", "# We don't know when th...	36.578947	15.578947
async def handler(event): """#ot, #offtopic: Tells the user to move to @TelethonOffTopic.""" await asyncio.wait([ event.delete(), event.respond(OFFTOPIC[event.chat_id], reply_to=event.reply_to_msg_id) ])	[ "async", "def", "handler", "(", "event", ")", ":", "await", "asyncio", ".", "wait", "(", "[", "event", ".", "delete", "(", ")", ",", "event", ".", "respond", "(", "OFFTOPIC", "[", "event", ".", "chat_id", "]", ",", "reply_to", "=", "event", ".", "r...	37.666667	20
def process_git_configs(git_short=''): """Retrieve _application.json_ files from GitLab. Args: git_short (str): Short Git representation of repository, e.g. forrest/core. Returns: collections.defaultdict: Configurations stored for each environment found. """ LOG...	[ "def", "process_git_configs", "(", "git_short", "=", "''", ")", ":", "LOG", ".", "info", "(", "'Processing application.json files from GitLab \"%s\".'", ",", "git_short", ")", "file_lookup", "=", "FileLookup", "(", "git_short", "=", "git_short", ")", "app_configs", ...	41.285714	21.285714
def copy_image(source_region, image_id, name, profile, description=None, **libcloud_kwargs): ''' Copies an image from a source region to the current region. :param source_region: Region to copy the node from. :type source_region: ``str`` :param image_id: Image to copy. :type image_id: ``str`` ...	[ "def", "copy_image", "(", "source_region", ",", "image_id", ",", "name", ",", "profile", ",", "description", "=", "None", ",", "", "", "libcloud_kwargs", ")", ":", "conn", "=", "_get_driver", "(", "profile", "=", "profile", ")", "libcloud_kwargs", "=", "...	31.882353	24.705882
def connect_by_uri(uri): """General URI syntax: mysql://user:passwd@host:port/db?opt1=val1&opt2=val2&... where opt_n is in the list of options supported by MySQLdb: host,user,passwd,db,compress,connect_timeout,read_default_file, read_default_group,unix_socket,port NOTE: the authority...	[ "def", "connect_by_uri", "(", "uri", ")", ":", "puri", "=", "urisup", ".", "uri_help_split", "(", "uri", ")", "params", "=", "__dict_from_query", "(", "puri", "[", "QUERY", "]", ")", "if", "puri", "[", "AUTHORITY", "]", ":", "user", ",", "passwd", ",",...	40.917647	23.188235
def _initLayerCtors(self): ''' Registration for built-in Layer ctors ''' ctors = { 'lmdb': s_lmdblayer.LmdbLayer, 'remote': s_remotelayer.RemoteLayer, } self.layrctors.update(**ctors)	[ "def", "_initLayerCtors", "(", "self", ")", ":", "ctors", "=", "{", "'lmdb'", ":", "s_lmdblayer", ".", "LmdbLayer", ",", "'remote'", ":", "s_remotelayer", ".", "RemoteLayer", ",", "}", "self", ".", "layrctors", ".", "update", "(", "", "", "ctors", ")" ...	27.444444	15.888889
def register_prop(name, handler_get, handler_set): """ register a property handler """ global props_get, props_set if handler_get: props_get[name] = handler_get if handler_set: props_set[name] = handler_set	[ "def", "register_prop", "(", "name", ",", "handler_get", ",", "handler_set", ")", ":", "global", "props_get", ",", "props_set", "if", "handler_get", ":", "props_get", "[", "name", "]", "=", "handler_get", "if", "handler_set", ":", "props_set", "[", "name", "...	26.444444	8.444444
def _set_label(self, which, label, **kwargs): """Private method for setting labels. Args: which (str): The indicator of which part of the plots to adjust. This currently handles `xlabel`/`ylabel`, and `title`. label (str): The label to be added. ...	[ "def", "_set_label", "(", "self", ",", "which", ",", "label", ",", "", "", "kwargs", ")", ":", "prop_default", "=", "{", "'fontsize'", ":", "18", ",", "}", "for", "prop", ",", "default", "in", "prop_default", ".", "items", "(", ")", ":", "kwargs", ...	31.5	19.954545
def delete_query(self, project, query): """DeleteQuery. [Preview API] Delete a query or a folder. This deletes any permission change on the deleted query or folder and any of its descendants if it is a folder. It is important to note that the deleted permission changes cannot be recovered upon undeletin...	[ "def", "delete_query", "(", "self", ",", "project", ",", "query", ")", ":", "route_values", "=", "{", "}", "if", "project", "is", "not", "None", ":", "route_values", "[", "'project'", "]", "=", "self", ".", "_serialize", ".", "url", "(", "'project'", "...	61.333333	29.2
def AsServer(port=80, services=()): '''port -- services -- list of service instances ''' address = ('', port) sc = ServiceContainer(address, services) sc.serve_forever()	[ "def", "AsServer", "(", "port", "=", "80", ",", "services", "=", "(", ")", ")", ":", "address", "=", "(", "''", ",", "port", ")", "sc", "=", "ServiceContainer", "(", "address", ",", "services", ")", "sc", ".", "serve_forever", "(", ")" ]	27.142857	15.142857
def _spec_fft(self, complex_data): ''' Calculates the DFT of the complex_data along axis = 1. This assumes complex_data is a 2D array. This uses numpy and the code is straight forward np.fft.fftshift( np.fft.fft(complex_data), 1) Note that we automatically shift the FFT frequency bins so that alo...	[ "def", "_spec_fft", "(", "self", ",", "complex_data", ")", ":", "return", "np", ".", "fft", ".", "fftshift", "(", "np", ".", "fft", ".", "fft", "(", "complex_data", ")", ",", "1", ")" ]	45.454545	33.090909
def fill_nulls(self, col: str): """ Fill all null values with NaN values in a column. Null values are ``None`` or en empty string :param col: column name :type col: str :example: ``ds.fill_nulls("mycol")`` """ n = [None, ""] try: self...	[ "def", "fill_nulls", "(", "self", ",", "col", ":", "str", ")", ":", "n", "=", "[", "None", ",", "\"\"", "]", "try", ":", "self", ".", "df", "[", "col", "]", "=", "self", ".", "df", "[", "col", "]", ".", "replace", "(", "n", ",", "nan", ")",...	26.666667	15.733333
def generate(self, local_go_targets): """Automatically generates a Go target graph for the given local go targets. :param iter local_go_targets: The target roots to fill in a target graph for. :raises: :class:`GoTargetGenerator.GenerationError` if any missing targets cannot be generated. """ visite...	[ "def", "generate", "(", "self", ",", "local_go_targets", ")", ":", "visited", "=", "{", "l", ".", "import_path", ":", "l", ".", "address", "for", "l", "in", "local_go_targets", "}", "with", "temporary_dir", "(", ")", "as", "gopath", ":", "for", "local_go...	52	20.75
def entries(self, start = None, end = None): '''Retrieves entries from all people/tasks logged to this project. Can be filtered based on time by specifying start/end datetimes.''' if not start: start = self.earliest_record if not end: end = self.latest_record ...	[ "def", "entries", "(", "self", ",", "start", "=", "None", ",", "end", "=", "None", ")", ":", "if", "not", "start", ":", "start", "=", "self", ".", "earliest_record", "if", "not", "end", ":", "end", "=", "self", ".", "latest_record", "fr", "=", "sta...	34.611111	17.722222
def get_inflators_cn_to_cn(target_year): ''' Calcule l'inflateur de vieillissement à partir des masses de comptabilité nationale. ''' data_year = find_nearest_inferior(data_years, target_year) data_year_cn_aggregates = get_cn_aggregates(data_year)['consoCN_COICOP_{}'.format(data_year)].to_dict()...	[ "def", "get_inflators_cn_to_cn", "(", "target_year", ")", ":", "data_year", "=", "find_nearest_inferior", "(", "data_years", ",", "target_year", ")", "data_year_cn_aggregates", "=", "get_cn_aggregates", "(", "data_year", ")", "[", "'consoCN_COICOP_{}'", ".", "format", ...	48.166667	35
def persistent_object_context_changed(self): """ Override from PersistentObject. """ super().persistent_object_context_changed() def source_registered(source): self.__source = source def source_unregistered(source=None): pass def reference_registered(pr...	[ "def", "persistent_object_context_changed", "(", "self", ")", ":", "super", "(", ")", ".", "persistent_object_context_changed", "(", ")", "def", "source_registered", "(", "source", ")", ":", "self", ".", "__source", "=", "source", "def", "source_unregistered", "("...	49.321429	35.5
def filter(self, model=None, context=None): """ Perform filtering on the model. Will change model in place. :param model: object or dict :param context: object, dict or None :return: None """ if model is None: return # properties self....	[ "def", "filter", "(", "self", ",", "model", "=", "None", ",", "context", "=", "None", ")", ":", "if", "model", "is", "None", ":", "return", "# properties", "self", ".", "filter_properties", "(", "model", ",", "context", "=", "context", ")", "# entities",...	27.555556	17.555556
def configure(server=None, username=None, password=None, tid=None, auto=False): """ Configure tmc.py to use your account. """ if not server and not username and not password and not tid: if Config.has(): if not yn_prompt("Override old configuration", False): return Fa...	[ "def", "configure", "(", "server", "=", "None", ",", "username", "=", "None", ",", "password", "=", "None", ",", "tid", "=", "None", ",", "auto", "=", "False", ")", ":", "if", "not", "server", "and", "not", "username", "and", "not", "password", "and"...	35.245614	15.982456
def run_server(working_dir, foreground=False, expected_snapshots=GENESIS_SNAPSHOT, port=None, api_port=None, use_api=None, use_indexer=None, indexer_url=None, recover=False): """ Run blockstackd. Optionally daemonize. Return 0 on success Return negative on error """ global rpc_server global...	[ "def", "run_server", "(", "working_dir", ",", "foreground", "=", "False", ",", "expected_snapshots", "=", "GENESIS_SNAPSHOT", ",", "port", "=", "None", ",", "api_port", "=", "None", ",", "use_api", "=", "None", ",", "use_indexer", "=", "None", ",", "indexer_...	30.684211	21.921053
def check_pianoroll(arr): """ Return True if the array is a standard piano-roll matrix. Otherwise, return False. Raise TypeError if the input object is not a numpy array. """ if not isinstance(arr, np.ndarray): raise TypeError("`arr` must be of np.ndarray type") if not (np.issubdtype(ar...	[ "def", "check_pianoroll", "(", "arr", ")", ":", "if", "not", "isinstance", "(", "arr", ",", "np", ".", "ndarray", ")", ":", "raise", "TypeError", "(", "\"`arr` must be of np.ndarray type\"", ")", "if", "not", "(", "np", ".", "issubdtype", "(", "arr", ".", ...	31.5625	17.3125
def trace_engine(engine): """Register the event before cursor execute and after cursor execute to the event listner of the engine. """ event.listen(engine, 'before_cursor_execute', _before_cursor_execute) event.listen(engine, 'after_cursor_execute', _after_cursor_execute)	[ "def", "trace_engine", "(", "engine", ")", ":", "event", ".", "listen", "(", "engine", ",", "'before_cursor_execute'", ",", "_before_cursor_execute", ")", "event", ".", "listen", "(", "engine", ",", "'after_cursor_execute'", ",", "_after_cursor_execute", ")" ]	47.833333	13.333333
async def check(self, message: types.Message): """ If deep-linking is passed to the filter result of the matching will be passed as ``deep_link`` to the handler :param message: :return: """ check = await super(CommandStart, self).check(message) if check and self...	[ "async", "def", "check", "(", "self", ",", "message", ":", "types", ".", "Message", ")", ":", "check", "=", "await", "super", "(", "CommandStart", ",", "self", ")", ".", "check", "(", "message", ")", "if", "check", "and", "self", ".", "deep_link", "i...	32.578947	22.578947
def add_grid(self, args, kwargs): """ Create a new Grid and add it as a child widget. All arguments are given to Grid(). """ from .grid import Grid grid = Grid(args, **kwargs) return self.add_widget(grid)	[ "def", "add_grid", "(", "self", ",", "", "args", ",", "", "", "kwargs", ")", ":", "from", ".", "grid", "import", "Grid", "grid", "=", "Grid", "(", "", "args", ",", "", "", "kwargs", ")", "return", "self", ".", "add_widget", "(", "grid", ")"...	28.555556	8.777778
def add_css(self, subdir, file_name_prefix): """Add a css file for this resource. If self.minify is True, checks if the .min.css file exists. If not, falls back to non-minified file. If that file also doesn't exist, IOError is raised. Positional arguments: subdir -- sub directo...	[ "def", "add_css", "(", "self", ",", "subdir", ",", "file_name_prefix", ")", ":", "suffix_maxify", "=", "'.css'", "suffix_minify", "=", "'.min.css'", "if", "self", ".", "minify", "and", "self", ".", "file_exists", "(", "subdir", ",", "file_name_prefix", ",", ...	57.526316	32.947368
def ne_(self, value): ''' Creates a query expression where ``this field != value`` .. note:: The prefered usage is via an operator: ``User.name != value`` ''' if isinstance(value, QueryField): return self.__cached_id != value.__cached_id return self.__comparator(...	[ "def", "ne_", "(", "self", ",", "value", ")", ":", "if", "isinstance", "(", "value", ",", "QueryField", ")", ":", "return", "self", ".", "__cached_id", "!=", "value", ".", "__cached_id", "return", "self", ".", "__comparator", "(", "'$ne'", ",", "value", ...	40.75	22.75
def delete(self, id ): """ Delete a token """ target_url = self.client.get_url('TOKEN', 'DELETE', 'single', {'id':id}) r = self.client.request('DELETE', target_url, headers={'Content-type': 'application/json'}) r.raise_for_status()	[ "def", "delete", "(", "self", ",", "id", ")", ":", "target_url", "=", "self", ".", "client", ".", "get_url", "(", "'TOKEN'", ",", "'DELETE'", ",", "'single'", ",", "{", "'id'", ":", "id", "}", ")", "r", "=", "self", ".", "client", ".", "request", ...	43.166667	28.166667
def _connect_model_signals(model): """Connect signals for a single model.""" dispatch_uid = "%s.post_save" % model._meta.model_name logger.debug("Connecting search index model post_save signal: %s", dispatch_uid) signals.post_save.connect(_on_model_save, sender=model, dispatch_uid=dispatch_uid) disp...	[ "def", "_connect_model_signals", "(", "model", ")", ":", "dispatch_uid", "=", "\"%s.post_save\"", "%", "model", ".", "_meta", ".", "model_name", "logger", ".", "debug", "(", "\"Connecting search index model post_save signal: %s\"", ",", "dispatch_uid", ")", "signals", ...	55.5	24.8
def emit(self, record): """ Throws an error based on the information that the logger reported, given the logging level. :param record \| <logging.LogRecord> """ # if we've already processed this record, ignore it if record in self._recordQueu...	[ "def", "emit", "(", "self", ",", "record", ")", ":", "# if we've already processed this record, ignore it\r", "if", "record", "in", "self", ".", "_recordQueue", ":", "return", "if", "self", ".", "_activeLevels", "and", "not", "record", ".", "levelno", "in", "sel...	30.692308	17.115385
def find_descriptor_schemas(self, schema_file): """Find descriptor schemas in given path.""" if not schema_file.lower().endswith(('.yml', '.yaml')): return [] with open(schema_file) as fn: schemas = yaml.load(fn, Loader=yaml.FullLoader) if not schemas: ...	[ "def", "find_descriptor_schemas", "(", "self", ",", "schema_file", ")", ":", "if", "not", "schema_file", ".", "lower", "(", ")", ".", "endswith", "(", "(", "'.yml'", ",", "'.yaml'", ")", ")", ":", "return", "[", "]", "with", "open", "(", "schema_file", ...	31.789474	18.736842
def remove_all_bucket_notification(self, bucket_name): """ Removes all bucket notification configs configured previously, this call disable event notifications on a bucket. This operation cannot be undone, to set notifications again you should use ``set_bucket_notificatio...	[ "def", "remove_all_bucket_notification", "(", "self", ",", "bucket_name", ")", ":", "is_valid_bucket_name", "(", "bucket_name", ")", "content_bytes", "=", "xml_marshal_bucket_notifications", "(", "{", "}", ")", "headers", "=", "{", "'Content-Length'", ":", "str", "(...	34.846154	15
def __create_heatmap_plot(self): """Method to actually create the heatmap from profile stats.""" # Define the heatmap plot. height = len(self.pyfile.lines) / 3 width = max(map(lambda x: len(x), self.pyfile.lines)) / 8 self.fig, self.ax = plt.subplots(figsize=(width, height)) ...	[ "def", "__create_heatmap_plot", "(", "self", ")", ":", "# Define the heatmap plot.", "height", "=", "len", "(", "self", ".", "pyfile", ".", "lines", ")", "/", "3", "width", "=", "max", "(", "map", "(", "lambda", "x", ":", "len", "(", "x", ")", ",", "...	36.962264	17.924528
def searchRnaQuantificationsInDb( self, rnaQuantificationId=""): """ :param rnaQuantificationId: string restrict search by id :return an array of dictionaries, representing the returned data. """ sql = ("SELECT * FROM RnaQuantification") sql_args = () ...	[ "def", "searchRnaQuantificationsInDb", "(", "self", ",", "rnaQuantificationId", "=", "\"\"", ")", ":", "sql", "=", "(", "\"SELECT * FROM RnaQuantification\"", ")", "sql_args", "=", "(", ")", "if", "len", "(", "rnaQuantificationId", ")", ">", "0", ":", "sql", "...	39.588235	11.588235
def scales(key=None, scales={}): """Creates and switches between context scales. If no key is provided, a new blank context is created. If a key is provided for which a context already exists, the existing context is set as the current context. If a key is provided and no corresponding context ex...	[ "def", "scales", "(", "key", "=", "None", ",", "scales", "=", "{", "}", ")", ":", "old_ctxt", "=", "_context", "[", "'scales'", "]", "if", "key", "is", "None", ":", "# No key provided", "_context", "[", "'scales'", "]", "=", "{", "_get_attribute_dimensio...	35.884615	23.576923
def get(self, hyp_lengths: Union[mx.nd.NDArray, int, float], reference_lengths: Optional[Union[mx.nd.NDArray, int, float]]) -> Union[mx.nd.NDArray, float]: """ Calculate the length penalty for the given vector of lengths. :param hyp_lengths: Hypotheses lengths. :...	[ "def", "get", "(", "self", ",", "hyp_lengths", ":", "Union", "[", "mx", ".", "nd", ".", "NDArray", ",", "int", ",", "float", "]", ",", "reference_lengths", ":", "Optional", "[", "Union", "[", "mx", ".", "nd", ".", "NDArray", ",", "int", ",", "float...	43.714286	24.285714
def articles(self): ''' Tries to scrape the correct articles for singular and plural from vandale.nl. ''' result = [None, None] element = self._first('NN') if element: if re.search('(de\|het/?de\|het);', element, re.U): result[0] = re.findall('(de\|het/?de\|het);', element, re.U)[0].split('/') if re.sear...	[ "def", "articles", "(", "self", ")", ":", "result", "=", "[", "None", ",", "None", "]", "element", "=", "self", ".", "_first", "(", "'NN'", ")", "if", "element", ":", "if", "re", ".", "search", "(", "'(de\|het/?de\|het);'", ",", "element", ",", "re", ...	32.6	21.4
def add_layer2image_int(grid2d, x_pos, y_pos, kernel): """ adds a kernel on the grid2d image at position x_pos, y_pos at integer positions of pixel :param grid2d: 2d pixel grid (i.e. image) :param x_pos: x-position center (pixel coordinate) of the layer to be added :param y_pos: y-position center (p...	[ "def", "add_layer2image_int", "(", "grid2d", ",", "x_pos", ",", "y_pos", ",", "kernel", ")", ":", "nx", ",", "ny", "=", "np", ".", "shape", "(", "kernel", ")", "if", "nx", "%", "2", "==", "0", ":", "raise", "ValueError", "(", "\"kernel needs odd number...	39.638889	18.972222
def languages(self, key, value): """Populate the ``languages`` key.""" languages = self.get('languages', []) values = force_list(value.get('a')) for value in values: for language in RE_LANGUAGE.split(value): try: name = language.strip().capitalize() l...	[ "def", "languages", "(", "self", ",", "key", ",", "value", ")", ":", "languages", "=", "self", ".", "get", "(", "'languages'", ",", "[", "]", ")", "values", "=", "force_list", "(", "value", ".", "get", "(", "'a'", ")", ")", "for", "value", "in", ...	31.285714	17.071429
def recipients(preferences, message, valid_paths, config): """ The main API function. Accepts a fedmsg message as an argument. Returns a dict mapping context names to lists of recipients. """ rule_cache = dict() results = defaultdict(list) notified = set() for preference in preferenc...	[ "def", "recipients", "(", "preferences", ",", "message", ",", "valid_paths", ",", "config", ")", ":", "rule_cache", "=", "dict", "(", ")", "results", "=", "defaultdict", "(", "list", ")", "notified", "=", "set", "(", ")", "for", "preference", "in", "pref...	38	20.25
def pad_trunc(data, maxlen): """ For a given dataset pad with zero vectors or truncate to maxlen """ new_data = [] # Create a vector of 0's the length of our word vectors zero_vector = [] for _ in range(len(data[0][0])): zero_vector.append(0.0) for sample in data: if len(sampl...	[ "def", "pad_trunc", "(", "data", ",", "maxlen", ")", ":", "new_data", "=", "[", "]", "# Create a vector of 0's the length of our word vectors", "zero_vector", "=", "[", "]", "for", "_", "in", "range", "(", "len", "(", "data", "[", "0", "]", "[", "0", "]", ...	28.909091	15.863636
def get_requires(self, ignored=tuple()): """ a map of requirements to what requires it. ignored is an optional list of globbed patterns indicating packages, classes, etc that shouldn't be included in the provides map""" if self._requires is None: self._collect_requires_provi...	[ "def", "get_requires", "(", "self", ",", "ignored", "=", "tuple", "(", ")", ")", ":", "if", "self", ".", "_requires", "is", "None", ":", "self", ".", "_collect_requires_provides", "(", ")", "d", "=", "self", ".", "_requires", "if", "ignored", ":", "d",...	36.923077	14.769231
def post_to_twitter(self, message=None): """Update twitter status, i.e., post a tweet""" consumer = oauth2.Consumer(key=conf.TWITTER_CONSUMER_KEY, secret=conf.TWITTER_CONSUMER_SECRET) token = oauth2.Token(key=conf.TWITTER_ACCESS_TOKEN, secret=conf.TWITTER_ACCES...	[ "def", "post_to_twitter", "(", "self", ",", "message", "=", "None", ")", ":", "consumer", "=", "oauth2", ".", "Consumer", "(", "key", "=", "conf", ".", "TWITTER_CONSUMER_KEY", ",", "secret", "=", "conf", ".", "TWITTER_CONSUMER_SECRET", ")", "token", "=", "...	44.769231	26.115385
def view(self, request): """ Debug Toolbar. """ auth = yield from self.authorize(request) if not auth: raise HTTPForbidden() request_id = request.match_info.get('request_id') state = self.history.get(request_id, None) response = yield from self.app.ps.jinja2...	[ "def", "view", "(", "self", ",", "request", ")", ":", "auth", "=", "yield", "from", "self", ".", "authorize", "(", "request", ")", "if", "not", "auth", ":", "raise", "HTTPForbidden", "(", ")", "request_id", "=", "request", ".", "match_info", ".", "get"...	35.894737	15.368421
def job_data(job_id): '''Get the raw data that the job returned. The mimetype will be the value provided in the metdata for the key ``mimetype``. Results: :rtype: string :statuscode 200: no error :statuscode 403: not authorized to view the job's data :statuscode 404: job id not found ...	[ "def", "job_data", "(", "job_id", ")", ":", "job_dict", "=", "db", ".", "get_job", "(", "job_id", ")", "if", "not", "job_dict", ":", "return", "json", ".", "dumps", "(", "{", "'error'", ":", "'job_id not found'", "}", ")", ",", "404", ",", "headers", ...	36.136364	21.681818
def signature(self): """Create a signature for this method, only in Python > 3.4""" if not use_signature: raise NotImplementedError("Python 3 only.") if self.static: parameters = \ (Parameter(name='cls', kind=Parameter.POSITIONA...	[ "def", "signature", "(", "self", ")", ":", "if", "not", "use_signature", ":", "raise", "NotImplementedError", "(", "\"Python 3 only.\"", ")", "if", "self", ".", "static", ":", "parameters", "=", "(", "Parameter", "(", "name", "=", "'cls'", ",", "kind", "="...	35.290323	17.032258
def _get_cache(cache_file, source_file=None): """Get cached taxonomy using the cPickle module. No check is done at that stage. :param cache_file: full path to the file holding pickled data :param source_file: if we discover the cache is obsolete, we will build a new cache, therefore we need th...	[ "def", "_get_cache", "(", "cache_file", ",", "source_file", "=", "None", ")", ":", "timer_start", "=", "time", ".", "clock", "(", ")", "filestream", "=", "open", "(", "cache_file", ",", "\"rb\"", ")", "try", ":", "cached_data", "=", "cPickle", ".", "load...	35.753846	18.138462
def _create_api(self): """Creates a new CrunchyrollAPI object, initiates it's session and tries to authenticate it either by using saved credentials or the user's username and password. """ if self.options.get("purge_credentials"): self.cache.set("session_id", None, 0...	[ "def", "_create_api", "(", "self", ")", ":", "if", "self", ".", "options", ".", "get", "(", "\"purge_credentials\"", ")", ":", "self", ".", "cache", ".", "set", "(", "\"session_id\"", ",", "None", ",", "0", ")", "self", ".", "cache", ".", "set", "(",...	45.613636	20.863636
def Deserialize(self, reader): """ Deserialize full object. Args: reader (neo.IO.BinaryReader): """ self.DeserializeUnsigned(reader) self.scripts = reader.ReadSerializableArray() self.OnDeserialized()	[ "def", "Deserialize", "(", "self", ",", "reader", ")", ":", "self", ".", "DeserializeUnsigned", "(", "reader", ")", "self", ".", "scripts", "=", "reader", ".", "ReadSerializableArray", "(", ")", "self", ".", "OnDeserialized", "(", ")" ]	23.636364	13.636364
def hook_focus_events(self): """ Install the hooks for focus events. This method may be overridden by subclasses as needed. """ widget = self.widget widget.focusInEvent = self.focusInEvent widget.focusOutEvent = self.focusOutEvent	[ "def", "hook_focus_events", "(", "self", ")", ":", "widget", "=", "self", ".", "widget", "widget", ".", "focusInEvent", "=", "self", ".", "focusInEvent", "widget", ".", "focusOutEvent", "=", "self", ".", "focusOutEvent" ]	30.222222	15.777778

def GetParsersInformation(cls): """Retrieves the parsers information. Returns: list[tuple[str, str]]: parser names and descriptions. """ parsers_information = [] for _, parser_class in cls.GetParsers(): description = getattr(parser_class, 'DESCRIPTION', '') parsers_information.app...

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31.5

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def get_message_dict(self): """ Generate the various parts of the message and return them in a dictionary, suitable for passing directly as keyword arguments to ``django.core.mail.send_mail()``. By default, the following values are returned: * ``from_email`` * ...

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29.777778

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def queue_message(self, message): """Queue a message to be sent later. This operation should be followed up with send_pending_messages. :param message: The message to be sent. :type message: ~azure.servicebus.common.message.Message Example: .. literalinclude:: ../e...

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36.173913

18.652174

def delete_folder(self, id, force=None): """ Delete folder. Remove the specified folder. You can only delete empty folders unless you set the 'force' flag """ path = {} data = {} params = {} # REQUIRED - PATH - id """ID""" ...

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def set(self, value): """ Sets the value of the object :param value: A byte string """ if not isinstance(value, byte_cls): raise TypeError(unwrap( ''' %s value must be a byte string, not %s ''', ...

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24.44

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def plot_movie_of_trajectory2d_with_matplotlib( obs, plane='xy', figsize=6, grid=True, wireframe=False, max_count=None, angle=None, noaxis=False, interval=0.16, repeat_delay=3000, stride=1, rotate=None, legend=True, output=None, crf=10, bitrate='1M', plot_range=None, **kwargs): """ ...

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36.352381

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def decorator(func): r"""Makes the passed decorators to support optional args. """ def wrapper(__decorated__=None, *Args, **KwArgs): if __decorated__ is None: # the decorator has some optional arguments. return lambda _func: func(_func, *Args, **KwArgs) else: return func(__decorated__, *Args,...

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31.818182

19.272727

def checkConditions(self,verbose=False,verbose_reference=False,public_call=False): ''' This method checks whether the instance's type satisfies the growth impatience condition (GIC), return impatience condition (RIC), absolute impatience condition (AIC), weak return impatience condition ...

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53.442623

40

def char_offsets_to_xpaths(html, char_offsets): '''Converts HTML and a sequence of char offsets to xpath offsets. Returns a generator of :class:`streamcorpus.XpathRange` objects in correspondences with the sequence of ``char_offsets`` given. Namely, each ``XpathRange`` should address precisely the same...

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43.517647

21.047059

async def recv_multipart(self): """ Read from all the associated sockets. :returns: A list of tuples (socket, frames) for each socket that returned a result. """ if not self._sockets: return [] results = [] async def recv_and_store(socke...

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25.03125

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def other_punctuation(): """Match other punctuation. Match other punctuation to split on; punctuation that naturally inserts a break in speech. """ punc = ''.join( set(symbols.ALL_PUNC) - set(symbols.TONE_MARKS) - set(symbols.PERIOD_COMMA) - set(symbols.COLON)) ...

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27.133333

15.4

def xcom_pull( self, task_ids=None, dag_id=None, key=XCOM_RETURN_KEY, include_prior_dates=False): """ Pull XComs that optionally meet certain criteria. The default value for `key` limits the search to XComs that were returned b...

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41.94

22.26

def multiply(df, new_column, column_1, column_2): """ DEPRECATED - use `formula` instead """ return _basic_math_operation(df, new_column, column_1, column_2, op='mul')

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36

9.6

def devpiserver_cmdline_run(xom): ''' Load theme when `theme` parameter is 'semantic-ui'. ''' if xom.config.args.theme == 'semantic-ui': xom.config.args.theme = resource_filename('devpi_semantic_ui', '') xom.log.info("Semantic UI Theme loaded")

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38.571429

19.428571

def _build_js(inputs, outputs, name, implementation, support_code): """Creates a BigQuery SQL UDF javascript object. Args: inputs: a list of (name, type) tuples representing the schema of input. outputs: a list of (name, type) tuples representing the schema of the output. name: the name of th...

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51.230769

26.5

def description_from_content(self): """ Returns the first block or sentence of the first content-like field. """ description = "" # Use the first RichTextField, or TextField if none found. for field_type in (RichTextField, models.TextField): if not des...

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42.111111

16.444444

def FromMany(cls, samples): """Constructs a single sample that best represents a list of samples. Args: samples: An iterable collection of `IOSample` instances. Returns: An `IOSample` instance representing `samples`. Raises: ValueError: If `samples` is empty. """ if not samp...

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30.210526

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def is_union_type(type_): """ Checks if the given type is a union type. :param type_: The type to check :return: True if the type is a union type, otherwise False :rtype: bool """ if is_typing_type(type_) and hasattr(type_, "__origin__"): # NOTE: union types can only be from typing mod...

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32.333333

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def register_handler(self, handler): """ Register a new namespace handler. """ self._handlers[handler.namespace] = handler handler.registered(self)

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33.6

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def DownloadFile(ID, season=None, mission='k2', cadence='lc', filename=None, clobber=False): ''' Download a given :py:mod:`everest` file from MAST. :param str mission: The mission name. Default `k2` :param str cadence: The light curve cadence. Default `lc` :param str filename: The ...

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33.891304

20.021739

async def send_rpc(self, conn_id, address, rpc_id, payload, timeout): """Asynchronously send an RPC to this IOTile device Args: conn_id (int): A unique identifier that will refer to this connection address (int): the address of the tile that we wish to send the RPC to ...

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42.692308

24.692308

def _url(self, path: str) -> str: """ Computes the URL for a resource located at a given path on the server. """ url = "{}/{}".format(self.__base_url, path) logger.debug("transformed path [%s] into url: %s", path, url) return url

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38.714286

15.285714

def notify(self): """Notify the client. The function passed to ``App.respond`` will get called. """ if flask.has_request_context(): emit(_NAME + str(self._uuid)) else: sio = flask.current_app.extensions['socketio'] sio.emit(_NAME + str(self._u...

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30.909091

14

def schedule_enabled(): ''' Check the status of automatic update scheduling. :return: True if scheduling is enabled, False if disabled :rtype: bool CLI Example: .. code-block:: bash salt '*' softwareupdate.schedule_enabled ''' cmd = ['softwareupdate', '--schedule'] ret = ...

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22.3

26.1

def docs_init_to_class(self): """If found a __init__ method's docstring and the class without any docstring, so set the class docstring with __init__one, and let __init__ without docstring. :returns: True if done :rtype: boolean """ result = False if not...

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36.848485

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def _prepare_init_params_from_job_description(cls, job_details, model_channel_name=None): """Convert the job description to init params that can be handled by the class constructor Args: job_details: the returned job details from a describe_training_job API call. model_channel_n...

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45.066667

33.133333

def is_university(addr): # type: (Union[str, unicode]) -> bool """ Check if provided email has a university domain - either in .edu domain (except public sercices like england.edu or australia.edu) - or in .edu.TLD (non-US based institutions, like edu.au) - or listed in a public list of uni...

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40.363636

20.181818

def _get_bit(self, n, hash_bytes): """ Determines if the n-th bit of passed bytes is 1 or 0. Arguments: hash_bytes - List of hash byte values for which the n-th bit value should be checked. Each element of the list should be an integer from 0 to 255. Retu...

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25.631579

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def json_rpc_format(self): """ return the Exception data in a format for JSON-RPC """ error = { 'name': smart_text(self.__class__.__name__), 'code': self.code, 'message': "%s: %s" % (smart_text(self.__class__.__name__), smart_text(self.message)), ...

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def configure(self, reboot=1): """ Assigns a name to the server accessible from user space. Note, we add the name to /etc/hosts since not all programs use /etc/hostname to reliably identify the server hostname. """ r = self.local_renderer for ip, hostname in self...

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def post_execute(self): """ Gets executed after the actual execution. :return: None if successful, otherwise error message :rtype: str """ result = super(Sink, self).post_execute() if result is None: self._input = None return result

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def atlasdb_open( path ): """ Open the atlas db. Return a connection. Return None if it doesn't exist """ if not os.path.exists(path): log.debug("Atlas DB doesn't exist at %s" % path) return None con = sqlite3.connect( path, isolation_level=None ) con.row_factory = atlas...

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def train_async(input_dir, batch_size, max_steps, output_dir, checkpoint=None, cloud=None): """Train model. The output can be used for batch prediction or online deployment. Args: input_dir: A directory path containing preprocessed results. Can be local or GCS path. batch_size: size of batch used for train...

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def _wait_for_outputs(self, timeout=-1): """wait for the 'status=idle' message that indicates we have all outputs """ if not self._success: # don't wait on errors return tic = time.time() while not all(md['outputs_ready'] for md in self._metadata): ...

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def _set_show_firmware_version(self, v, load=False): """ Setter method for show_firmware_version, mapped from YANG variable /brocade_firmware_ext_rpc/show_firmware_version (rpc) If this variable is read-only (config: false) in the source YANG file, then _set_show_firmware_version is considered as a priv...

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def ExceptionHook(exctype, value, tb): ''' A custom exception handler that logs errors to file. ''' for line in traceback.format_exception_only(exctype, value): log.error(line.replace('\n', '')) for line in traceback.format_tb(tb): log.error(line.replace('\n', '')) sys.__except...

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def format_price_commas(price): """ Formats prices, rounding (i.e. to the nearest whole number of pounds) with commas """ if price is None: return None if price >= 0: return jinja2.Markup('£{:,.2f}'.format(price)) else: return jinja2.Markup('-£{:,.2f}'.format(...

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def post(self, request, bot_id, format=None): """ Add a new chat state --- serializer: TelegramChatStateSerializer responseMessages: - code: 401 message: Not authenticated - code: 400 message: Not valid request """ ...

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def copy_path_to_clipboard(self): """ Copies the file path to the clipboard """ path = self.get_current_path() QtWidgets.QApplication.clipboard().setText(path) debug('path copied: %s' % path)

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def _latch_file_info(self): """Internal function to update the dictionaries keeping track of input and output files """ self.files.file_dict.clear() self.files.latch_file_info(self.args)

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def simulateSytematicError(N_SAMPLES=5, N_IMAGES=10, SHOW_DETECTED_PATTERN=True, # GRAYSCALE=False, HEIGHT=500, PLOT_RESULTS=True, PLOT_ERROR_ARRAY=True, CAMERA_PARAM=None, PERSPECTIVE=True, ROTATION=True, R...

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def fix_base(fix_environ): """Activate the base compatibility.""" def _is_android(): import os vm_path = os.sep+"system"+os.sep+"bin"+os.sep+"dalvikvm" if os.path.exists(vm_path) or os.path.exists(os.sep+"system"+vm_path): return True try: import android ...

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def _load_with_overrides(base) -> Dict[str, str]: """ Load an config or write its defaults """ should_write = False overrides = _get_environ_overrides() try: index = json.load((base/_CONFIG_FILENAME).open()) except (OSError, json.JSONDecodeError) as e: sys.stderr.write("Error loading...

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def plot_ion_relaxation(self, **kwargs): """ Plot the history of the ion-cell relaxation. kwargs are passed to the plot method of :class:`HistFile` Return `matplotlib` figure or None if hist file is not found. """ with self.ion_task.open_hist() as hist: retur...

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def saveSV(fname, X, comments=None, metadata=None, printmetadict=None, dialect=None, delimiter=None, doublequote=True, lineterminator='\n', escapechar = None, quoting=csv.QUOTE_MINIMAL, quotechar='"', skipinitialspace=False, stringifier=None...

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def _assoc_prop_matches(prop, ref_classname, assoc_classes, result_classes, result_role): """ Test filters of a reference property and its associated entity Returns `True` if matches the criteria. Returns `False` if it does not match. Matches if ref_c...

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def get_status_display(self, **kwargs): """ Define how status is displayed in UIs (add units etc.). """ if 'value' in kwargs: value = kwargs['value'] else: value = self.status if self.show_stdev_seconds: stdev = self.stdev(self.sho...

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def fetch_pdb(pdbid): """Get the newest entry from the RCSB server for the given PDB ID. Exits with '1' if PDB ID is invalid.""" pdbid = pdbid.lower() write_message('\nChecking status of PDB ID %s ... ' % pdbid) state, current_entry = check_pdb_status(pdbid) # Get state and current PDB ID if state...

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52.347826

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def get_document_field_display(self, field_name, field): """ Render a link to a document """ document = getattr(self.instance, field_name) if document: return mark_safe( '<a href="%s">%s <span class="meta">(%s, %s)</span></a>' % ( document.url, ...

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def populate_tree(self, master, parent, element,from_file=False): """Reads xml nodes and populates tree item""" data = WidgetDescr(None, None) data.from_xml_node(element) cname = data.get_class() uniqueid = self.get_unique_id(cname, data.get_id()) data.set_property('id',...

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39.75

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def tabfile2list(fname): "tabfile2list" #dat = mylib1.readfileasmac(fname) #data = string.strip(dat) data = mylib1.readfileasmac(fname) #data = data[:-2]#remove the last return alist = data.split('\r')#since I read it as a mac file blist = alist[1].split('\t') clist = [] for num in ...

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def add(i): """ Input: { (repo_uoa) - repo UOA module_uoa - module UOA data_uoa - data UOA (data_uid) - data UID (if uoa is an alias) (data_name) - user friendly data name ...

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28.589812

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def _var_uint_field_handler(handler, ctx): """Handler co-routine for variable unsigned integer fields that. Invokes the given ``handler`` function with the read field and context, then immediately yields to the resulting co-routine. """ _, self = yield queue = ctx.queue value = 0 while ...

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36.578947

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async def handler(event): """#ot, #offtopic: Tells the user to move to @TelethonOffTopic.""" await asyncio.wait([ event.delete(), event.respond(OFFTOPIC[event.chat_id], reply_to=event.reply_to_msg_id) ])

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def process_git_configs(git_short=''): """Retrieve _application.json_ files from GitLab. Args: git_short (str): Short Git representation of repository, e.g. forrest/core. Returns: collections.defaultdict: Configurations stored for each environment found. """ LOG...

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def copy_image(source_region, image_id, name, profile, description=None, **libcloud_kwargs): ''' Copies an image from a source region to the current region. :param source_region: Region to copy the node from. :type source_region: ``str`` :param image_id: Image to copy. :type image_id: ``str`` ...

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31.882353

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def connect_by_uri(uri): """General URI syntax: mysql://user:passwd@host:port/db?opt1=val1&opt2=val2&... where opt_n is in the list of options supported by MySQLdb: host,user,passwd,db,compress,connect_timeout,read_default_file, read_default_group,unix_socket,port NOTE: the authority...

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40.917647

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def _initLayerCtors(self): ''' Registration for built-in Layer ctors ''' ctors = { 'lmdb': s_lmdblayer.LmdbLayer, 'remote': s_remotelayer.RemoteLayer, } self.layrctors.update(**ctors)

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27.444444

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def register_prop(name, handler_get, handler_set): """ register a property handler """ global props_get, props_set if handler_get: props_get[name] = handler_get if handler_set: props_set[name] = handler_set

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def _set_label(self, which, label, **kwargs): """Private method for setting labels. Args: which (str): The indicator of which part of the plots to adjust. This currently handles `xlabel`/`ylabel`, and `title`. label (str): The label to be added. ...

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def delete_query(self, project, query): """DeleteQuery. [Preview API] Delete a query or a folder. This deletes any permission change on the deleted query or folder and any of its descendants if it is a folder. It is important to note that the deleted permission changes cannot be recovered upon undeletin...

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61.333333

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def AsServer(port=80, services=()): '''port -- services -- list of service instances ''' address = ('', port) sc = ServiceContainer(address, services) sc.serve_forever()

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27.142857

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def _spec_fft(self, complex_data): ''' Calculates the DFT of the complex_data along axis = 1. This assumes complex_data is a 2D array. This uses numpy and the code is straight forward np.fft.fftshift( np.fft.fft(complex_data), 1) Note that we automatically shift the FFT frequency bins so that alo...

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45.454545

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def fill_nulls(self, col: str): """ Fill all null values with NaN values in a column. Null values are ``None`` or en empty string :param col: column name :type col: str :example: ``ds.fill_nulls("mycol")`` """ n = [None, ""] try: self...

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def generate(self, local_go_targets): """Automatically generates a Go target graph for the given local go targets. :param iter local_go_targets: The target roots to fill in a target graph for. :raises: :class:`GoTargetGenerator.GenerationError` if any missing targets cannot be generated. """ visite...

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52

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def entries(self, start = None, end = None): '''Retrieves entries from all people/tasks logged to this project. Can be filtered based on time by specifying start/end datetimes.''' if not start: start = self.earliest_record if not end: end = self.latest_record ...

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34.611111

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def get_inflators_cn_to_cn(target_year): ''' Calcule l'inflateur de vieillissement à partir des masses de comptabilité nationale. ''' data_year = find_nearest_inferior(data_years, target_year) data_year_cn_aggregates = get_cn_aggregates(data_year)['consoCN_COICOP_{}'.format(data_year)].to_dict()...

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48.166667

35

def persistent_object_context_changed(self): """ Override from PersistentObject. """ super().persistent_object_context_changed() def source_registered(source): self.__source = source def source_unregistered(source=None): pass def reference_registered(pr...

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49.321429

35.5

def filter(self, model=None, context=None): """ Perform filtering on the model. Will change model in place. :param model: object or dict :param context: object, dict or None :return: None """ if model is None: return # properties self....

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def configure(server=None, username=None, password=None, tid=None, auto=False): """ Configure tmc.py to use your account. """ if not server and not username and not password and not tid: if Config.has(): if not yn_prompt("Override old configuration", False): return Fa...

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def run_server(working_dir, foreground=False, expected_snapshots=GENESIS_SNAPSHOT, port=None, api_port=None, use_api=None, use_indexer=None, indexer_url=None, recover=False): """ Run blockstackd. Optionally daemonize. Return 0 on success Return negative on error """ global rpc_server global...

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def check_pianoroll(arr): """ Return True if the array is a standard piano-roll matrix. Otherwise, return False. Raise TypeError if the input object is not a numpy array. """ if not isinstance(arr, np.ndarray): raise TypeError("`arr` must be of np.ndarray type") if not (np.issubdtype(ar...

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def trace_engine(engine): """Register the event before cursor execute and after cursor execute to the event listner of the engine. """ event.listen(engine, 'before_cursor_execute', _before_cursor_execute) event.listen(engine, 'after_cursor_execute', _after_cursor_execute)

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async def check(self, message: types.Message): """ If deep-linking is passed to the filter result of the matching will be passed as ``deep_link`` to the handler :param message: :return: """ check = await super(CommandStart, self).check(message) if check and self...

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def add_grid(self, *args, **kwargs): """ Create a new Grid and add it as a child widget. All arguments are given to Grid(). """ from .grid import Grid grid = Grid(*args, **kwargs) return self.add_widget(grid)

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def add_css(self, subdir, file_name_prefix): """Add a css file for this resource. If self.minify is True, checks if the .min.css file exists. If not, falls back to non-minified file. If that file also doesn't exist, IOError is raised. Positional arguments: subdir -- sub directo...

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def ne_(self, value): ''' Creates a query expression where ``this field != value`` .. note:: The prefered usage is via an operator: ``User.name != value`` ''' if isinstance(value, QueryField): return self.__cached_id != value.__cached_id return self.__comparator(...

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def delete(self, id ): """ Delete a token """ target_url = self.client.get_url('TOKEN', 'DELETE', 'single', {'id':id}) r = self.client.request('DELETE', target_url, headers={'Content-type': 'application/json'}) r.raise_for_status()

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def _connect_model_signals(model): """Connect signals for a single model.""" dispatch_uid = "%s.post_save" % model._meta.model_name logger.debug("Connecting search index model post_save signal: %s", dispatch_uid) signals.post_save.connect(_on_model_save, sender=model, dispatch_uid=dispatch_uid) disp...

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def emit(self, record): """ Throws an error based on the information that the logger reported, given the logging level. :param record | <logging.LogRecord> """ # if we've already processed this record, ignore it if record in self._recordQueu...

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def find_descriptor_schemas(self, schema_file): """Find descriptor schemas in given path.""" if not schema_file.lower().endswith(('.yml', '.yaml')): return [] with open(schema_file) as fn: schemas = yaml.load(fn, Loader=yaml.FullLoader) if not schemas: ...

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def remove_all_bucket_notification(self, bucket_name): """ Removes all bucket notification configs configured previously, this call disable event notifications on a bucket. This operation cannot be undone, to set notifications again you should use ``set_bucket_notificatio...

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def __create_heatmap_plot(self): """Method to actually create the heatmap from profile stats.""" # Define the heatmap plot. height = len(self.pyfile.lines) / 3 width = max(map(lambda x: len(x), self.pyfile.lines)) / 8 self.fig, self.ax = plt.subplots(figsize=(width, height)) ...

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def searchRnaQuantificationsInDb( self, rnaQuantificationId=""): """ :param rnaQuantificationId: string restrict search by id :return an array of dictionaries, representing the returned data. """ sql = ("SELECT * FROM RnaQuantification") sql_args = () ...

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def scales(key=None, scales={}): """Creates and switches between context scales. If no key is provided, a new blank context is created. If a key is provided for which a context already exists, the existing context is set as the current context. If a key is provided and no corresponding context ex...

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def get(self, hyp_lengths: Union[mx.nd.NDArray, int, float], reference_lengths: Optional[Union[mx.nd.NDArray, int, float]]) -> Union[mx.nd.NDArray, float]: """ Calculate the length penalty for the given vector of lengths. :param hyp_lengths: Hypotheses lengths. :...

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def articles(self): ''' Tries to scrape the correct articles for singular and plural from vandale.nl. ''' result = [None, None] element = self._first('NN') if element: if re.search('(de|het/?de|het);', element, re.U): result[0] = re.findall('(de|het/?de|het);', element, re.U)[0].split('/') if re.sear...

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def add_layer2image_int(grid2d, x_pos, y_pos, kernel): """ adds a kernel on the grid2d image at position x_pos, y_pos at integer positions of pixel :param grid2d: 2d pixel grid (i.e. image) :param x_pos: x-position center (pixel coordinate) of the layer to be added :param y_pos: y-position center (p...

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def languages(self, key, value): """Populate the ``languages`` key.""" languages = self.get('languages', []) values = force_list(value.get('a')) for value in values: for language in RE_LANGUAGE.split(value): try: name = language.strip().capitalize() l...

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def recipients(preferences, message, valid_paths, config): """ The main API function. Accepts a fedmsg message as an argument. Returns a dict mapping context names to lists of recipients. """ rule_cache = dict() results = defaultdict(list) notified = set() for preference in preferenc...

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def pad_trunc(data, maxlen): """ For a given dataset pad with zero vectors or truncate to maxlen """ new_data = [] # Create a vector of 0's the length of our word vectors zero_vector = [] for _ in range(len(data[0][0])): zero_vector.append(0.0) for sample in data: if len(sampl...

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def get_requires(self, ignored=tuple()): """ a map of requirements to what requires it. ignored is an optional list of globbed patterns indicating packages, classes, etc that shouldn't be included in the provides map""" if self._requires is None: self._collect_requires_provi...

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def post_to_twitter(self, message=None): """Update twitter status, i.e., post a tweet""" consumer = oauth2.Consumer(key=conf.TWITTER_CONSUMER_KEY, secret=conf.TWITTER_CONSUMER_SECRET) token = oauth2.Token(key=conf.TWITTER_ACCESS_TOKEN, secret=conf.TWITTER_ACCES...

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def view(self, request): """ Debug Toolbar. """ auth = yield from self.authorize(request) if not auth: raise HTTPForbidden() request_id = request.match_info.get('request_id') state = self.history.get(request_id, None) response = yield from self.app.ps.jinja2...

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def job_data(job_id): '''Get the raw data that the job returned. The mimetype will be the value provided in the metdata for the key ``mimetype``. **Results:** :rtype: string :statuscode 200: no error :statuscode 403: not authorized to view the job's data :statuscode 404: job id not found ...

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def signature(self): """Create a signature for this method, only in Python > 3.4""" if not use_signature: raise NotImplementedError("Python 3 only.") if self.static: parameters = \ (Parameter(name='cls', kind=Parameter.POSITIONA...

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def _get_cache(cache_file, source_file=None): """Get cached taxonomy using the cPickle module. No check is done at that stage. :param cache_file: full path to the file holding pickled data :param source_file: if we discover the cache is obsolete, we will build a new cache, therefore we need th...

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def _create_api(self): """Creates a new CrunchyrollAPI object, initiates it's session and tries to authenticate it either by using saved credentials or the user's username and password. """ if self.options.get("purge_credentials"): self.cache.set("session_id", None, 0...

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def Deserialize(self, reader): """ Deserialize full object. Args: reader (neo.IO.BinaryReader): """ self.DeserializeUnsigned(reader) self.scripts = reader.ReadSerializableArray() self.OnDeserialized()

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def hook_focus_events(self): """ Install the hooks for focus events. This method may be overridden by subclasses as needed. """ widget = self.widget widget.focusInEvent = self.focusInEvent widget.focusOutEvent = self.focusOutEvent

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