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

text stringlengths 75 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 0.18
def target_from_compact(bits): """\ Extract a full target from its compact representation, undoing the transformation x=compact_from_target(t). See compact_from_target() for more information on this 32-bit floating point format.""" size = bits >> 24 word = bits & 0x007fffff if size < 3: ...	[ "def", "target_from_compact", "(", "bits", ")", ":", "size", "=", "bits", ">>", "24", "word", "=", "bits", "&", "0x007fffff", "if", "size", "<", "3", ":", "word", ">>=", "8", "", "(", "3", "-", "size", ")", "else", ":", "word", "<<=", "8", "", ...	31.357143	0.002212
def is_integer(value, coerce_value = False, minimum = None, maximum = None, base = 10, **kwargs): """Indicate whether ``value`` contains a whole number. :param value: The value to evaluate. :param coerce_value: If ``True``, will re...	[ "def", "is_integer", "(", "value", ",", "coerce_value", "=", "False", ",", "minimum", "=", "None", ",", "maximum", "=", "None", ",", "base", "=", "10", ",", "", "", "kwargs", ")", ":", "try", ":", "value", "=", "validators", ".", "integer", "(", ...	38.078431	0.011546
def _create_model(self, X, Y): """ Creates the model given some input data X and Y. """ from sklearn.ensemble import RandomForestRegressor self.X = X self.Y = Y self.model = RandomForestRegressor(bootstrap = self.bootstrap, ...	[ "def", "_create_model", "(", "self", ",", "X", ",", "Y", ")", ":", "from", "sklearn", ".", "ensemble", "import", "RandomForestRegressor", "self", ".", "X", "=", "X", "self", ".", "Y", "=", "Y", "self", ".", "model", "=", "RandomForestRegressor", "(", "...	56	0.026335
def calculate_current_allocation(self): """ Calculates the current allocation % based on the value """ for ac in self.asset_classes: ac.curr_alloc = ac.curr_value * 100 / self.total_amount	[ "def", "calculate_current_allocation", "(", "self", ")", ":", "for", "ac", "in", "self", ".", "asset_classes", ":", "ac", ".", "curr_alloc", "=", "ac", ".", "curr_value", "*", "100", "/", "self", ".", "total_amount" ]	53.25	0.009259
def _run_apps(self, paths): """ Runs apps for the provided paths. """ for path in paths: common.shell_process(path, background=True) time.sleep(0.2)	[ "def", "_run_apps", "(", "self", ",", "paths", ")", ":", "for", "path", "in", "paths", ":", "common", ".", "shell_process", "(", "path", ",", "background", "=", "True", ")", "time", ".", "sleep", "(", "0.2", ")" ]	27.857143	0.00995
def transmissions(self, direction="outgoing", status="all", failed=False): """Get transmissions sent to or from this node. Direction can be "all", "incoming" or "outgoing" (default). Status can be "all" (default), "pending", or "received". failed can be True, False or "all" """ ...	[ "def", "transmissions", "(", "self", ",", "direction", "=", "\"outgoing\"", ",", "status", "=", "\"all\"", ",", "failed", "=", "False", ")", ":", "# check parameters", "if", "direction", "not", "in", "[", "\"incoming\"", ",", "\"outgoing\"", ",", "\"all\"", ...	45.40678	0.002192
def additional_files(self): """Get a list of absolute paths to the additional config files.""" return [os.path.join(f, self.filename) for f in self.additional_dirs]	[ "def", "additional_files", "(", "self", ")", ":", "return", "[", "os", ".", "path", ".", "join", "(", "f", ",", "self", ".", "filename", ")", "for", "f", "in", "self", ".", "additional_dirs", "]" ]	59.333333	0.011111
def channels_create(self, name, **kwargs): """Creates a new public channel, optionally including users.""" return self.__call_api_post('channels.create', name=name, kwargs=kwargs)	[ "def", "channels_create", "(", "self", ",", "name", ",", "", "", "kwargs", ")", ":", "return", "self", ".", "__call_api_post", "(", "'channels.create'", ",", "name", "=", "name", ",", "kwargs", "=", "kwargs", ")" ]	64.333333	0.015385
def bootstrap(v): """ Constructs Monte Carlo simulated data set using the Bootstrap algorithm. Usage: >>> bootstrap(x) where x is either an array or a list of arrays. If it is a list, the code returns the corresponding list of bootst...	[ "def", "bootstrap", "(", "v", ")", ":", "if", "type", "(", "v", ")", "==", "list", ":", "vboot", "=", "[", "]", "# list of boostrapped arrays", "n", "=", "v", "[", "0", "]", ".", "size", "iran", "=", "scipy", ".", "random", ".", "randint", "(", "...	27.888889	0.043646
def prune(self, dir): """Filter out files from 'dir/'.""" match = translate_pattern(os.path.join(dir, '**')) return self._remove_files(match.match)	[ "def", "prune", "(", "self", ",", "dir", ")", ":", "match", "=", "translate_pattern", "(", "os", ".", "path", ".", "join", "(", "dir", ",", "'**'", ")", ")", "return", "self", ".", "_remove_files", "(", "match", ".", "match", ")" ]	42	0.011696
def _evaluate_selection_mask(self, name="default", i1=None, i2=None, selection=None, cache=False): """Internal use, ignores the filter""" i1 = i1 or 0 i2 = i2 or len(self) scope = scopes._BlockScopeSelection(self, i1, i2, selection, cache=cache) return scope.evaluate(name)	[ "def", "_evaluate_selection_mask", "(", "self", ",", "name", "=", "\"default\"", ",", "i1", "=", "None", ",", "i2", "=", "None", ",", "selection", "=", "None", ",", "cache", "=", "False", ")", ":", "i1", "=", "i1", "or", "0", "i2", "=", "i2", "or",...	51.333333	0.01278
def _get_channels(self): """ 获取channel列表 """ self._channel_list = [ # {'name': '红心兆赫', 'channel_id': -3}, {'name': '我的私人兆赫', 'channel_id': 0}, {'name': '每日私人歌单', 'channel_id': -2}, {'name': '豆瓣精选兆赫', 'channel_id': -10}, # 心情 / 场...	[ "def", "_get_channels", "(", "self", ")", ":", "self", ".", "_channel_list", "=", "[", "# {'name': '红心兆赫', 'channel_id': -3},", "{", "'name'", ":", "'我的私人兆赫', 'channel_i", "d", ": 0},", "", "", "", "", "{", "'name'", ":", "'每日私人歌单', 'channel_i", "d", ": -2},", ...	40.553191	0.001025
def btc_make_p2sh_address( script_hex ): """ Make a P2SH address from a hex script """ h = hashing.bin_hash160(binascii.unhexlify(script_hex)) addr = bin_hash160_to_address(h, version_byte=multisig_version_byte) return addr	[ "def", "btc_make_p2sh_address", "(", "script_hex", ")", ":", "h", "=", "hashing", ".", "bin_hash160", "(", "binascii", ".", "unhexlify", "(", "script_hex", ")", ")", "addr", "=", "bin_hash160_to_address", "(", "h", ",", "version_byte", "=", "multisig_version_byt...	34.428571	0.012146
def extend_node_list(acc, new): """Extend accumulator with Node(s) from new""" if new is None: new = [] elif not isinstance(new, list): new = [new] return acc + new	[ "def", "extend_node_list", "(", "acc", ",", "new", ")", ":", "if", "new", "is", "None", ":", "new", "=", "[", "]", "elif", "not", "isinstance", "(", "new", ",", "list", ")", ":", "new", "=", "[", "new", "]", "return", "acc", "+", "new" ]	30.571429	0.009091
def update(self, virtual_interfaces): """ Method to update Virtual Interfaces :param Virtual Interfaces: List containing Virtual Interfaces desired to updated :return: None """ data = {'virtual_interfaces': virtual_interfaces} virtual_interfaces_ids = [str(env.g...	[ "def", "update", "(", "self", ",", "virtual_interfaces", ")", ":", "data", "=", "{", "'virtual_interfaces'", ":", "virtual_interfaces", "}", "virtual_interfaces_ids", "=", "[", "str", "(", "env", ".", "get", "(", "'id'", ")", ")", "for", "env", "in", "virt...	37.692308	0.011952
def _compute(self): """ The main method of the class, which computes an MCS given its over-approximation. The over-approximation is defined by a model for the hard part of the formula obtained in :func:`compute`. The method is essentially a simple loop going over...	[ "def", "_compute", "(", "self", ")", ":", "# unless clause D checks are used, test one literal at a time", "# and add it either to satisfied of backbone assumptions", "i", "=", "0", "while", "i", "<", "len", "(", "self", ".", "setd", ")", ":", "if", "self", ".", "ucld...	44.891892	0.001768
def next_update(self): """Compute the next expected update date, given the frequency and last_update. Return None if the frequency is not handled. """ delta = None if self.frequency == 'daily': delta = timedelta(days=1) elif self.frequency == 'weekly'...	[ "def", "next_update", "(", "self", ")", ":", "delta", "=", "None", "if", "self", ".", "frequency", "==", "'daily'", ":", "delta", "=", "timedelta", "(", "days", "=", "1", ")", "elif", "self", ".", "frequency", "==", "'weekly'", ":", "delta", "=", "ti...	36.515152	0.001617
def _check_pwm_list(pwm_list): """Check the input validity """ for pwm in pwm_list: if not isinstance(pwm, PWM): raise TypeError("element {0} of pwm_list is not of type PWM".format(pwm)) return True	[ "def", "_check_pwm_list", "(", "pwm_list", ")", ":", "for", "pwm", "in", "pwm_list", ":", "if", "not", "isinstance", "(", "pwm", ",", "PWM", ")", ":", "raise", "TypeError", "(", "\"element {0} of pwm_list is not of type PWM\"", ".", "format", "(", "pwm", ")", ...	32.571429	0.008547
def mark_locations(h,section,locs,markspec='or',**kwargs): """ Marks one or more locations on along a section. Could be used to mark the location of a recording or electrical stimulation. Args: h = hocObject to interface with neuron section = reference to section locs = float be...	[ "def", "mark_locations", "(", "h", ",", "section", ",", "locs", ",", "markspec", "=", "'or'", ",", "", "", "kwargs", ")", ":", "# get list of cartesian coordinates specifying section path", "xyz", "=", "get_section_path", "(", "h", ",", "section", ")", "(", ...	32.675676	0.013655
def find_command(cmd, path=None, pathext=None): """ Taken `from Django http://bit.ly/1njB3Y9>`_. """ if path is None: path = os.environ.get('PATH', '').split(os.pathsep) if isinstance(path, string_types): path = [path] # check if there are path extensions for Windows executables...	[ "def", "find_command", "(", "cmd", ",", "path", "=", "None", ",", "pathext", "=", "None", ")", ":", "if", "path", "is", "None", ":", "path", "=", "os", ".", "environ", ".", "get", "(", "'PATH'", ",", "''", ")", ".", "split", "(", "os", ".", "pa...	29.1	0.001109
def get_max_drawdown_underwater(underwater): """ Determines peak, valley, and recovery dates given an 'underwater' DataFrame. An underwater DataFrame is a DataFrame that has precomputed rolling drawdown. Parameters ---------- underwater : pd.Series Underwater returns (rolling dr...	[ "def", "get_max_drawdown_underwater", "(", "underwater", ")", ":", "valley", "=", "np", ".", "argmin", "(", "underwater", ")", "# end of the period", "# Find first 0", "peak", "=", "underwater", "[", ":", "valley", "]", "[", "underwater", "[", ":", "valley", "...	27.5	0.001098
def insert_column(self, name, data, colnum=None): """ Insert a new column. parameters ---------- name: string The column name data: The data to write into the new column. colnum: int, optional The column number for the new colu...	[ "def", "insert_column", "(", "self", ",", "name", ",", "data", ",", "colnum", "=", "None", ")", ":", "if", "name", "in", "self", ".", "_colnames", ":", "raise", "ValueError", "(", "\"column '%s' already exists\"", "%", "name", ")", "if", "IS_PY3", "and", ...	32.196429	0.001076
def with_column(self, label, values, *rest): """Return a new table with an additional or replaced column. Args: ``label`` (str): The column label. If an existing label is used, the existing column will be replaced in the new table. ``values`` (single value or se...	[ "def", "with_column", "(", "self", ",", "label", ",", "values", ",", "*", "rest", ")", ":", "# Ensure that if with_column is called instead of with_columns;", "# no error is raised.", "if", "rest", ":", "return", "self", ".", "with_columns", "(", "label", ",", "valu...	37.79661	0.001311
def get_tokenizer(fhp # type: Optional[field_formats.FieldHashingProperties] ): # type: (...) -> Callable[[Text, Optional[Text]], Iterable[Text]] """ Get tokeniser function from the hash settings. This function takes a FieldHashingProperties object. It returns a function that...	[ "def", "get_tokenizer", "(", "fhp", "# type: Optional[field_formats.FieldHashingProperties]", ")", ":", "# type: (...) -> Callable[[Text, Optional[Text]], Iterable[Text]]", "def", "dummy", "(", "word", ",", "ignore", "=", "None", ")", ":", "# type: (Text, Optional[Text]) -> Itera...	32.309091	0.000546
async def get_codec(self): """Get codec settings.""" act = self.service.action("X_GetCodec") res = await act.async_call() return res	[ "async", "def", "get_codec", "(", "self", ")", ":", "act", "=", "self", ".", "service", ".", "action", "(", "\"X_GetCodec\"", ")", "res", "=", "await", "act", ".", "async_call", "(", ")", "return", "res" ]	32	0.012195
def _pastorestr(ins): ''' Stores a string value into a memory address. It copies content of 2nd operand (string), into 1st, reallocating dynamic memory for the 1st str. These instruction DOES ALLOW inmediate strings for the 2nd parameter, starting with '#'. ''' output = _paddr(ins.quad[1]) t...	[ "def", "_pastorestr", "(", "ins", ")", ":", "output", "=", "_paddr", "(", "ins", ".", "quad", "[", "1", "]", ")", "temporal", "=", "False", "value", "=", "ins", ".", "quad", "[", "2", "]", "indirect", "=", "value", "[", "0", "]", "==", "'*'", "...	28.340426	0.000726
def process_raw_data(cls, raw_data): """Create a new model using raw API response.""" properties = raw_data["properties"] raw_content = properties.get("addressSpace", None) if raw_content is not None: address_space = AddressSpace.from_raw_data(raw_content) proper...	[ "def", "process_raw_data", "(", "cls", ",", "raw_data", ")", ":", "properties", "=", "raw_data", "[", "\"properties\"", "]", "raw_content", "=", "properties", ".", "get", "(", "\"addressSpace\"", ",", "None", ")", "if", "raw_content", "is", "not", "None", ":...	42.12	0.001857
def invoke(stage, async, dry_run, config_file, args): """Invoke the lambda function.""" config = _load_config(config_file) if stage is None: stage = config['devstage'] cfn = boto3.client('cloudformation') lmb = boto3.client('lambda') try: stack = cfn.describe_stacks(StackName=c...	[ "def", "invoke", "(", "stage", ",", "async", ",", "dry_run", ",", "config_file", ",", "args", ")", ":", "config", "=", "_load_config", "(", "config_file", ")", "if", "stage", "is", "None", ":", "stage", "=", "config", "[", "'devstage'", "]", "cfn", "="...	36.232143	0.00144
def iter_open(cls, name=None, interface_class=None, interface_subclass=None, interface_protocol=None, serial_number=None, port_path=None, default_timeout_ms=None): """Find and yield locally connected devices that match. Note that devices are opened (and interfaces claimd) as the...	[ "def", "iter_open", "(", "cls", ",", "name", "=", "None", ",", "interface_class", "=", "None", ",", "interface_subclass", "=", "None", ",", "interface_protocol", "=", "None", ",", "serial_number", "=", "None", ",", "port_path", "=", "None", ",", "default_tim...	38.5	0.008442
def camel2snake(name:str)->str: "Change `name` from camel to snake style." s1 = re.sub(_camel_re1, r'\1_\2', name) return re.sub(_camel_re2, r'\1_\2', s1).lower()	[ "def", "camel2snake", "(", "name", ":", "str", ")", "->", "str", ":", "s1", "=", "re", ".", "sub", "(", "_camel_re1", ",", "r'\\1_\\2'", ",", "name", ")", "return", "re", ".", "sub", "(", "_camel_re2", ",", "r'\\1_\\2'", ",", "s1", ")", ".", "lower...	42.75	0.017241
def get_ratings(self): """get_ratings() Returns a Vote QuerySet for this rating field.""" return Vote.objects.filter(content_type=self.get_content_type(), object_id=self.instance.pk, key=self.field.key)	[ "def", "get_ratings", "(", "self", ")", ":", "return", "Vote", ".", "objects", ".", "filter", "(", "content_type", "=", "self", ".", "get_content_type", "(", ")", ",", "object_id", "=", "self", ".", "instance", ".", "pk", ",", "key", "=", "self", ".", ...	46.2	0.017021
def get_default_recipients(self): ''' Overrides EmailRecipientMixin ''' if self.email: return [self.email,] if self.finalRegistration: return [self.finalRegistration.customer.email,] elif self.temporaryRegistration: return [self.temporaryRegistration.e...	[ "def", "get_default_recipients", "(", "self", ")", ":", "if", "self", ".", "email", ":", "return", "[", "self", ".", "email", ",", "]", "if", "self", ".", "finalRegistration", ":", "return", "[", "self", ".", "finalRegistration", ".", "customer", ".", "e...	37.333333	0.014535
def _get_valid_formats(): ''' Calls SoX help for a lists of audio formats available with the current install of SoX. Returns: -------- formats : list List of audio file extensions that SoX can process. ''' if NO_SOX: return [] so = subprocess.check_output(['sox', '-h']...	[ "def", "_get_valid_formats", "(", ")", ":", "if", "NO_SOX", ":", "return", "[", "]", "so", "=", "subprocess", ".", "check_output", "(", "[", "'sox'", ",", "'-h'", "]", ")", "if", "type", "(", "so", ")", "is", "not", "str", ":", "so", "=", "str", ...	24.952381	0.001838
def func_info(task, n_runs, metadata, img, config): """ Generate a paragraph describing T2*-weighted functional scans. Parameters ---------- task : :obj:`str` The name of the task. n_runs : :obj:`int` The number of runs acquired for this task. metadata : :obj:`dict` ...	[ "def", "func_info", "(", "task", ",", "n_runs", ",", "metadata", ",", "img", ",", "config", ")", ":", "if", "metadata", ".", "get", "(", "'MultibandAccelerationFactor'", ",", "1", ")", ">", "1", ":", "mb_str", "=", "'; MB factor={}'", ".", "format", "(",...	34.676768	0.001133
def call_actions(self, event, args, kwargs): """Call each function in self._actions after setting self._event.""" self._event = event for func in self._actions: func(event, args, **kwargs)	[ "def", "call_actions", "(", "self", ",", "event", ",", "", "args", ",", "", "", "kwargs", ")", ":", "self", ".", "_event", "=", "event", "for", "func", "in", "self", ".", "_actions", ":", "func", "(", "event", ",", "", "args", ",", "", "", ...	37.333333	0.008734
def _get_uncertainties(self, star_group_size): """ Retrieve uncertainties on fitted parameters from the fitter object. Parameters ---------- star_group_size : int Number of stars in the given group. Returns ------- unc_tab : `~astropy...	[ "def", "_get_uncertainties", "(", "self", ",", "star_group_size", ")", ":", "unc_tab", "=", "Table", "(", ")", "for", "param_name", "in", "self", ".", "psf_model", ".", "param_names", ":", "if", "not", "self", ".", "psf_model", ".", "fixed", "[", "param_na...	37.272727	0.001585
def disconnect(self): """ disconnect a client. """ logger.info("disconnecting snap7 client") result = self.library.Cli_Disconnect(self.pointer) check_error(result, context="client") return result	[ "def", "disconnect", "(", "self", ")", ":", "logger", ".", "info", "(", "\"disconnecting snap7 client\"", ")", "result", "=", "self", ".", "library", ".", "Cli_Disconnect", "(", "self", ".", "pointer", ")", "check_error", "(", "result", ",", "context", "=", ...	30.625	0.011905
def fit(self, X, y, num_training_samples=None): """Use correlation data to train a model. First compute the correlation of the input data, and then normalize within subject if more than one sample in one subject, and then fit to a model defined by self.clf. Parameters ...	[ "def", "fit", "(", "self", ",", "X", ",", "y", ",", "num_training_samples", "=", "None", ")", ":", "time1", "=", "time", ".", "time", "(", ")", "assert", "len", "(", "X", ")", "==", "len", "(", "y", ")", ",", "'the number of samples must be equal to th...	39.962025	0.000618
def execute_command(command): """Execute a command and return its output""" command = shlex.split(command) try: process = subprocess.Popen( command, stdin=subprocess.PIPE, stdout=subprocess.PIPE, stderr=subprocess.PIPE, ) except FileNotFou...	[ "def", "execute_command", "(", "command", ")", ":", "command", "=", "shlex", ".", "split", "(", "command", ")", "try", ":", "process", "=", "subprocess", ".", "Popen", "(", "command", ",", "stdin", "=", "subprocess", ".", "PIPE", ",", "stdout", "=", "s...	34.684211	0.001477
def _extract_phot_from_exposure( expIdIndex, log, cachePath, settings): """* extract phot from exposure* Key Arguments: - ``expIdIndex`` -- index of the exposure to extract the dophot photometry from. A tuple of expId and integer MJD - ``cachePath`` -- path t...	[ "def", "_extract_phot_from_exposure", "(", "expIdIndex", ",", "log", ",", "cachePath", ",", "settings", ")", ":", "log", ".", "info", "(", "'starting the ``_extract_phot_from_exposure`` method'", ")", "global", "exposureIds", "expId", "=", "exposureIds", "[", "expIdIn...	27.076503	0.001168
async def github_request(session, api_token, query=None, mutation=None, variables=None): """Send a request to the GitHub v4 (GraphQL) API. The request is asynchronous, with asyncio. Parameters ---------- session : `aiohttp.ClientSession` Your application's aiohttp ...	[ "async", "def", "github_request", "(", "session", ",", "api_token", ",", "query", "=", "None", ",", "mutation", "=", "None", ",", "variables", "=", "None", ")", ":", "payload", "=", "{", "}", "if", "query", "is", "not", "None", ":", "payload", "[", "...	36.520833	0.000556
def ProcessNewBlock(self, block): """ Processes a block on the blockchain. This should be done in a sequential order, ie block 4 should be only processed after block 3. Args: block: (neo.Core.Block) a block on the blockchain. """ added = set() change...	[ "def", "ProcessNewBlock", "(", "self", ",", "block", ")", ":", "added", "=", "set", "(", ")", "changed", "=", "set", "(", ")", "deleted", "=", "set", "(", ")", "try", ":", "# go through the list of transactions in the block and enumerate", "# over their outputs", ...	41.320988	0.002334
def open_file(default_dir='~', extensions=None, title='Choose a file', multiple_files=False, directory=False): '''Start the native file dialog for opening file(s). Starts the system native file dialog in order to open a file (or multiple files). The toolkit used for each platform: +-------------------------...	[ "def", "open_file", "(", "default_dir", "=", "'~'", ",", "extensions", "=", "None", ",", "title", "=", "'Choose a file'", ",", "multiple_files", "=", "False", ",", "directory", "=", "False", ")", ":", "default_dir", "=", "os", ".", "path", ".", "expanduser...	24.803493	0.030636
def add(self, num_iid, properties, quantity, price, session, outer_id=None, item_price=None, lang=None): '''taobao.item.sku.add 添加SKU 新增一个sku到num_iid指定的商品中传入的iid所对应的商品必须属于当前会话的用户''' request = TOPRequest('taobao.item.sku.add') request['num_iid'] = num_iid request['proper...	[ "def", "add", "(", "self", ",", "num_iid", ",", "properties", ",", "quantity", ",", "price", ",", "session", ",", "outer_id", "=", "None", ",", "item_price", "=", "None", ",", "lang", "=", "None", ")", ":", "request", "=", "TOPRequest", "(", "'taobao.i...	39.882353	0.014409
def maximum_hline_bundle(self, y0, x0, x1): """Compute a maximum set of horizontal lines in the unit cells ``(x,y0)`` for :math:`x0 \leq x \leq x1`. INPUTS: y0,x0,x1: int OUTPUT: list of lists of qubits """ x_range = range(x0, x1 + 1) if x0 < x1 ...	[ "def", "maximum_hline_bundle", "(", "self", ",", "y0", ",", "x0", ",", "x1", ")", ":", "x_range", "=", "range", "(", "x0", ",", "x1", "+", "1", ")", "if", "x0", "<", "x1", "else", "range", "(", "x0", ",", "x1", "-", "1", ",", "-", "1", ")", ...	35.846154	0.01046
def type_list(signature, doc, header): """ Construct a list of types, preferring type annotations to docstrings if they are available. Parameters ---------- signature : Signature Signature of thing doc : list of tuple Numpydoc's type list section Returns ------- ...	[ "def", "type_list", "(", "signature", ",", "doc", ",", "header", ")", ":", "lines", "=", "[", "]", "docced", "=", "set", "(", ")", "lines", ".", "append", "(", "header", ")", "try", ":", "for", "names", ",", "types", ",", "description", "in", "doc"...	36.295082	0.00044
def transpose(self, args, *kwargs): """ Transpose index and columns. Reflect the DataFrame over its main diagonal by writing rows as columns and vice-versa. The property :attr:`.T` is an accessor to the method :meth:`transpose`. Parameters ---------- c...	[ "def", "transpose", "(", "self", ",", "", "args", ",", "", "", "kwargs", ")", ":", "nv", ".", "validate_transpose", "(", "args", ",", "dict", "(", ")", ")", "return", "super", "(", ")", ".", "transpose", "(", "1", ",", "0", ",", "", "*", "k...	27.835052	0.000715
def get_as_map(self, key): """ Converts map element into an AnyValueMap or returns empty AnyValueMap if conversion is not possible. :param key: a key of element to get. :return: AnyValueMap value of the element or empty AnyValueMap if conversion is not supported. """ if...	[ "def", "get_as_map", "(", "self", ",", "key", ")", ":", "if", "key", "==", "None", ":", "map", "=", "{", "}", "for", "(", "k", ",", "v", ")", "in", "self", ".", "items", "(", ")", ":", "map", "[", "k", "]", "=", "v", "return", "map", "else"...	32.6875	0.009294
def get_link_or_none(pattern_name, request, view_kwargs=None): """ Helper that generate URL prom pattern name and kwargs and check if current request has permission to open the URL. If not None is returned. Args: pattern_name (str): slug which is used for view registratin to pattern req...	[ "def", "get_link_or_none", "(", "pattern_name", ",", "request", ",", "view_kwargs", "=", "None", ")", ":", "from", "is_core", ".", "patterns", "import", "reverse_pattern", "pattern", "=", "reverse_pattern", "(", "pattern_name", ")", "assert", "pattern", "is", "n...	36.454545	0.00243
def stream(self, handler, whenDone=None): """ Fetches data from river streams and feeds them into the given function. :param handler: (function) passed headers [list] and row [list] of the data for one time step, for every row of data """ self._createConfluence() headers = ["...	[ "def", "stream", "(", "self", ",", "handler", ",", "whenDone", "=", "None", ")", ":", "self", ".", "_createConfluence", "(", ")", "headers", "=", "[", "\"timestamp\"", "]", "+", "self", ".", "getStreamIds", "(", ")", "for", "row", "in", "self", ".", ...	35.384615	0.008475
def blum_blum_shub(seed, amount, prime0, prime1): """Creates pseudo-number generator :param seed: seeder :param amount: amount of number to generate :param prime0: one prime number :param prime1: the second prime number :return: pseudo-number generator """ if amount == 0: return...	[ "def", "blum_blum_shub", "(", "seed", ",", "amount", ",", "prime0", ",", "prime1", ")", ":", "if", "amount", "==", "0", ":", "return", "[", "]", "assert", "(", "prime0", "%", "4", "==", "3", "and", "prime1", "%", "4", "==", "3", ")", "# primes must...	25.375	0.001582
def unregisterView(viewType, location='Central'): """ Unregisteres the given view type from the inputed location. :param viewType \| <subclass of XView> """ XView._registry.get(location, {}).pop(viewType.viewName(), None) XView.dispatch(location).emit('unregi...	[ "def", "unregisterView", "(", "viewType", ",", "location", "=", "'Central'", ")", ":", "XView", ".", "_registry", ".", "get", "(", "location", ",", "{", "}", ")", ".", "pop", "(", "viewType", ".", "viewName", "(", ")", ",", "None", ")", "XView", ".",...	43.125	0.008523
def eagle(args): """ %prog eagle fastafile """ p = OptionParser(eagle.__doc__) p.add_option("--share", default="/usr/local/share/EAGLE/", help="Default EAGLE share path") add_sim_options(p) opts, args = p.parse_args(args) if len(args) != 1: sys.exit(not p.print...	[ "def", "eagle", "(", "args", ")", ":", "p", "=", "OptionParser", "(", "eagle", ".", "__doc__", ")", "p", ".", "add_option", "(", "\"--share\"", ",", "default", "=", "\"/usr/local/share/EAGLE/\"", ",", "help", "=", "\"Default EAGLE share path\"", ")", "add_sim_...	37.103093	0.002436
def _get_tns_search_results( self): """ query the tns and result the response """ self.log.info('starting the ``_get_tns_search_results`` method') try: response = requests.get( url="http://wis-tns.weizmann.ac.il/search", ...	[ "def", "_get_tns_search_results", "(", "self", ")", ":", "self", ".", "log", ".", "info", "(", "'starting the ``_get_tns_search_results`` method'", ")", "try", ":", "response", "=", "requests", ".", "get", "(", "url", "=", "\"http://wis-tns.weizmann.ac.il/search\"", ...	38.875	0.001255
def main(args,parser,subparser): '''the list command corresponds with listing images for an external resource. This is different from listing images that are local to the database, which should be done with "images" ''' from sregistry.main import get_client cli = get_client(quiet=args.quie...	[ "def", "main", "(", "args", ",", "parser", ",", "subparser", ")", ":", "from", "sregistry", ".", "main", "import", "get_client", "cli", "=", "get_client", "(", "quiet", "=", "args", ".", "quiet", ")", "for", "query", "in", "args", ".", "query", ":", ...	32.923077	0.011364
def get_proxies(): """Get available proxies to use with requests library.""" proxies = getproxies() filtered_proxies = {} for key, value in proxies.items(): if key.startswith('http://'): if not value.startswith('http://'): filtered_proxies[key] = 'http://{0}'.format(v...	[ "def", "get_proxies", "(", ")", ":", "proxies", "=", "getproxies", "(", ")", "filtered_proxies", "=", "{", "}", "for", "key", ",", "value", "in", "proxies", ".", "items", "(", ")", ":", "if", "key", ".", "startswith", "(", "'http://'", ")", ":", "if"...	37	0.002398
def update_indel(self, nucmer_snp): '''Indels are reported over multiple lines, 1 base insertion or deletion per line. This method extends the current variant by 1 base if it's an indel and adjacent to the new SNP and returns True. If the current variant is a SNP, does nothing and returns False''' new_v...	[ "def", "update_indel", "(", "self", ",", "nucmer_snp", ")", ":", "new_variant", "=", "Variant", "(", "nucmer_snp", ")", "if", "self", ".", "var_type", "not", "in", "[", "INS", ",", "DEL", "]", "or", "self", ".", "var_type", "!=", "new_variant", ".", "v...	49.086957	0.009557
def update(self, list_id, segment_id, data): """ updates an existing list segment. """ return self._mc_client._patch(url=self._build_path(list_id, 'segments', segment_id), data=data)	[ "def", "update", "(", "self", ",", "list_id", ",", "segment_id", ",", "data", ")", ":", "return", "self", ".", "_mc_client", ".", "_patch", "(", "url", "=", "self", ".", "_build_path", "(", "list_id", ",", "'segments'", ",", "segment_id", ")", ",", "da...	42	0.014019
def run_interrupted(self): """ Runs custodian in a interuppted mode, which sets up and validates jobs but doesn't run the executable Returns: number of remaining jobs Raises: ValidationError: if a job fails validation ReturnCodeError: if the ...	[ "def", "run_interrupted", "(", "self", ")", ":", "start", "=", "datetime", ".", "datetime", ".", "now", "(", ")", "try", ":", "cwd", "=", "os", ".", "getcwd", "(", ")", "v", "=", "sys", ".", "version", ".", "replace", "(", "\"\\n\"", ",", "\" \"", ...	43.5	0.000624
def reverb(self, reverberance=50, hf_damping=50, room_scale=100, stereo_depth=100, pre_delay=20, wet_gain=0, wet_only=False): """reverb takes 7 parameters: reverberance, high-freqnency damping, room ...	[ "def", "reverb", "(", "self", ",", "reverberance", "=", "50", ",", "hf_damping", "=", "50", ",", "room_scale", "=", "100", ",", "stereo_depth", "=", "100", ",", "pre_delay", "=", "20", ",", "wet_gain", "=", "0", ",", "wet_only", "=", "False", ")", ":...	35.190476	0.011858
def _init_idxs_float(self, usr_hdrs): """List of indexes whose values will be floats.""" self.idxs_float = [ Idx for Hdr, Idx in self.hdr2idx.items() if Hdr in usr_hdrs and Hdr in self.float_hdrs]	[ "def", "_init_idxs_float", "(", "self", ",", "usr_hdrs", ")", ":", "self", ".", "idxs_float", "=", "[", "Idx", "for", "Hdr", ",", "Idx", "in", "self", ".", "hdr2idx", ".", "items", "(", ")", "if", "Hdr", "in", "usr_hdrs", "and", "Hdr", "in", "self", ...	55.25	0.013393
def is_opposite(self, ns1, id1, ns2, id2): """Return True if two entities are in an "is_opposite" relationship Parameters ---------- ns1 : str Namespace code for an entity. id1 : str URI for an entity. ns2 : str Namespace code for an e...	[ "def", "is_opposite", "(", "self", ",", "ns1", ",", "id1", ",", "ns2", ",", "id2", ")", ":", "u1", "=", "self", ".", "get_uri", "(", "ns1", ",", "id1", ")", "u2", "=", "self", ".", "get_uri", "(", "ns2", ",", "id2", ")", "t1", "=", "rdflib", ...	27.413793	0.00243
def update(cls, id, name, size, quantity, password, sshkey, upgrade, console, snapshot_profile, reset_mysql_password, background): """Update a PaaS instance.""" if not background and not cls.intty(): background = True paas_params = {} if name: paa...	[ "def", "update", "(", "cls", ",", "id", ",", "name", ",", "size", ",", "quantity", ",", "password", ",", "sshkey", ",", "upgrade", ",", "console", ",", "snapshot_profile", ",", "reset_mysql_password", ",", "background", ")", ":", "if", "not", "background",...	29.309524	0.002358
def bufsize_validator(kwargs): """ a validator to prevent a user from saying that they want custom buffering when they're using an in/out object that will be os.dup'd to the process, and has its own buffering. an example is a pipe or a tty. it doesn't make sense to tell them to have a custom buffering...	[ "def", "bufsize_validator", "(", "kwargs", ")", ":", "invalid", "=", "[", "]", "in_ob", "=", "kwargs", ".", "get", "(", "\"in\"", ",", "None", ")", "out_ob", "=", "kwargs", ".", "get", "(", "\"out\"", ",", "None", ")", "in_buf", "=", "kwargs", ".", ...	37.115385	0.00202
def resource_filename_mod_entry_point(module_name, entry_point): """ If a given package declares a namespace and also provide submodules nested at that namespace level, and for whatever reason that module is needed, Python's import mechanism will not have a path associated with that module. However...	[ "def", "resource_filename_mod_entry_point", "(", "module_name", ",", "entry_point", ")", ":", "if", "entry_point", ".", "dist", "is", "None", ":", "# distribution missing is typically caused by mocked entry", "# points from tests; silently falling back to basic lookup", "result", ...	41.612903	0.000758
def view_entries(search_query=None): """View previous entries""" if search_query: expr = Entry.content.search(search_query) else: expr = None query = Entry.query(expr, order_by=Entry.timestamp.desc()) for entry in query: timestamp = entry.timestamp.strftime('%A %B %d, %Y %I:...	[ "def", "view_entries", "(", "search_query", "=", "None", ")", ":", "if", "search_query", ":", "expr", "=", "Entry", ".", "content", ".", "search", "(", "search_query", ")", "else", ":", "expr", "=", "None", "query", "=", "Entry", ".", "query", "(", "ex...	31.521739	0.001339
def supports_spatial_unit_record_type(self, spatial_unit_record_type=None): """Tests if the given spatial unit record type is supported. arg: spatial_unit_record_type (osid.type.Type): a spatial unit record Type return: (boolean) - ``true`` if the type is supported, ``false``...	[ "def", "supports_spatial_unit_record_type", "(", "self", ",", "spatial_unit_record_type", "=", "None", ")", ":", "# Implemented from template for osid.Metadata.supports_coordinate_type", "from", ".", "osid_errors", "import", "IllegalState", ",", "NullArgument", "if", "not", "...	52	0.001988
def to_nodename(string, invalid=None, raise_exc=False): """Makes a Quilt Node name (perhaps an ugly one) out of any string. This should match whatever the current definition of a node name is, as defined in is_nodename(). This isn't an isomorphic change, the original name can't be recovered from t...	[ "def", "to_nodename", "(", "string", ",", "invalid", "=", "None", ",", "raise_exc", "=", "False", ")", ":", "string", "=", "to_identifier", "(", "string", ")", "#TODO: Remove this stanza once keywords are permissible in nodenames", "if", "keyword", ".", "iskeyword", ...	36.886792	0.001495
def submit(self, fn, args, kwargs): """ Internal """ if not self.is_shutdown: return self.cluster.executor.submit(fn, args, **kwargs)	[ "def", "submit", "(", "self", ",", "fn", ",", "", "args", ",", "", "", "kwargs", ")", ":", "if", "not", "self", ".", "is_shutdown", ":", "return", "self", ".", "cluster", ".", "executor", ".", "submit", "(", "fn", ",", "", "args", ",", "*", ...	40.5	0.012121
def http_quote(string): """ Given a unicode string, will do its dandiest to give you back a valid ascii charset string you can use in, say, http headers and the like. """ if isinstance(string, six.text_type): try: import unidecode except ImportError: pass ...	[ "def", "http_quote", "(", "string", ")", ":", "if", "isinstance", "(", "string", ",", "six", ".", "text_type", ")", ":", "try", ":", "import", "unidecode", "except", "ImportError", ":", "pass", "else", ":", "string", "=", "unidecode", ".", "unidecode", "...	33.941176	0.001686
def mk_token(opts, tdata): ''' Mint a new token using the config option hash_type and store tdata with 'token' attribute set to the token. This module uses the hash of random 512 bytes as a token. :param opts: Salt master config options :param tdata: Token data to be stored with 'token' attirbu...	[ "def", "mk_token", "(", "opts", ",", "tdata", ")", ":", "redis_client", "=", "_redis_client", "(", "opts", ")", "if", "not", "redis_client", ":", "return", "{", "}", "hash_type", "=", "getattr", "(", "hashlib", ",", "opts", ".", "get", "(", "'hash_type'"...	34.857143	0.002392
def _urlopen_as_json(self, url, headers=None): """Shorcut for return contents as json""" req = Request(url, headers=headers) return json.loads(urlopen(req).read())	[ "def", "_urlopen_as_json", "(", "self", ",", "url", ",", "headers", "=", "None", ")", ":", "req", "=", "Request", "(", "url", ",", "headers", "=", "headers", ")", "return", "json", ".", "loads", "(", "urlopen", "(", "req", ")", ".", "read", "(", ")...	46	0.010695
def _read_mode_qsopt(self, size, kind): """Read Quick-Start Response option. Positional arguments: * size - int, length of option * kind - int, 27 (Quick-Start Response) Returns: * dict -- extracted Quick-Start Response (QS) option Structure of TCP ...	[ "def", "_read_mode_qsopt", "(", "self", ",", "size", ",", "kind", ")", ":", "rvrr", "=", "self", ".", "_read_binary", "(", "1", ")", "ttld", "=", "self", ".", "_read_unpack", "(", "1", ")", "noun", "=", "self", ".", "_read_fileng", "(", "4", ")", "...	42.093023	0.00108
def msetnx(self, mapping): """Sets the given keys to their respective values. :meth:`~tredis.RedisClient.msetnx` will not perform any operation at all even if just a single key already exists. Because of this semantic :meth:`~tredis.RedisClient.msetnx` can be used in order to se...	[ "def", "msetnx", "(", "self", ",", "mapping", ")", ":", "command", "=", "[", "b'MSETNX'", "]", "for", "key", ",", "value", "in", "mapping", ".", "items", "(", ")", ":", "command", "+=", "[", "key", ",", "value", "]", "return", "self", ".", "_execut...	39.285714	0.001775
def tail_ratio(returns): """Determines the ratio between the right (95%) and left tail (5%). For example, a ratio of 0.25 means that losses are four times as bad as profits. Parameters ---------- returns : pd.Series or np.ndarray Daily returns of the strategy, noncumulative. -...	[ "def", "tail_ratio", "(", "returns", ")", ":", "if", "len", "(", "returns", ")", "<", "1", ":", "return", "np", ".", "nan", "returns", "=", "np", ".", "asanyarray", "(", "returns", ")", "# Be tolerant of nan's", "returns", "=", "returns", "[", "~", "np...	25.214286	0.001364
def add(self, rule: 'functions.ReplacementRule') -> None: """Add a new rule to the replacer. Args: rule: The rule to add. """ self.matcher.add(rule.pattern, rule.replacement)	[ "def", "add", "(", "self", ",", "rule", ":", "'functions.ReplacementRule'", ")", "->", "None", ":", "self", ".", "matcher", ".", "add", "(", "rule", ".", "pattern", ",", "rule", ".", "replacement", ")" ]	28.5	0.008511
def print_markdown(data, title=None): """Print data in GitHub-flavoured Markdown format for issues etc. data (dict or list of tuples): Label/value pairs. title (unicode or None): Title, will be rendered as headline 2. """ markdown = [] for key, value in data.items(): if isinstance(value...	[ "def", "print_markdown", "(", "data", ",", "title", "=", "None", ")", ":", "markdown", "=", "[", "]", "for", "key", ",", "value", "in", "data", ".", "items", "(", ")", ":", "if", "isinstance", "(", "value", ",", "basestring_", ")", "and", "Path", "...	38.428571	0.001815
def get_img(self, url, headers=None, cookies=None, timeout=60, verify=False, proxies=None, allow_redirects=True, params=None): """ get方式获取 img 二进制信息 :param url: 访问Url :param headers: 请求头 :param cookies: 请求cookies :param timeout: 超时时间 :param verify:...	[ "def", "get_img", "(", "self", ",", "url", ",", "headers", "=", "None", ",", "cookies", "=", "None", ",", "timeout", "=", "60", ",", "verify", "=", "False", ",", "proxies", "=", "None", ",", "allow_redirects", "=", "True", ",", "params", "=", "None",...	42.478261	0.008008
def _other_wrapper(self, name, writing): """Wrap a stream attribute in an other_wrapper. Args: name: the name of the stream attribute to wrap. Returns: other_wrapper which is described below. """ io_attr = getattr(self._io, name) def other_wrapper(*...	[ "def", "_other_wrapper", "(", "self", ",", "name", ",", "writing", ")", ":", "io_attr", "=", "getattr", "(", "self", ".", "_io", ",", "name", ")", "def", "other_wrapper", "(", "", "args", ",", "", "*", "kwargs", ")", ":", "\"\"\"Wrap all other calls to...	31.617647	0.001805
def register_signals(self): """Register signals.""" from .models import Collection from .receivers import CollectionUpdater if self.app.config['COLLECTIONS_USE_PERCOLATOR']: from .percolator import collection_inserted_percolator, \ collection_removed_percolat...	[ "def", "register_signals", "(", "self", ")", ":", "from", ".", "models", "import", "Collection", "from", ".", "receivers", "import", "CollectionUpdater", "if", "self", ".", "app", ".", "config", "[", "'COLLECTIONS_USE_PERCOLATOR'", "]", ":", "from", ".", "perc...	49.272727	0.00181
def Lab_to_XYZ(cobj, args, *kwargs): """ Convert from Lab to XYZ """ illum = cobj.get_illuminant_xyz() xyz_y = (cobj.lab_l + 16.0) / 116.0 xyz_x = cobj.lab_a / 500.0 + xyz_y xyz_z = xyz_y - cobj.lab_b / 200.0 if math.pow(xyz_y, 3) > color_constants.CIE_E: xyz_y = math.pow(xyz_...	[ "def", "Lab_to_XYZ", "(", "cobj", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "illum", "=", "cobj", ".", "get_illuminant_xyz", "(", ")", "xyz_y", "=", "(", "cobj", ".", "lab_l", "+", "16.0", ")", "/", "116.0", "xyz_x", "=", "cobj", ".", ...	28.133333	0.002291
def decode(encoded_histogram, b64_wrap=True): '''Decode an encoded histogram and return a new histogram instance that has been initialized with the decoded content Return: a new histogram instance representing the decoded content Exception: TypeError in case of ba...	[ "def", "decode", "(", "encoded_histogram", ",", "b64_wrap", "=", "True", ")", ":", "hdr_payload", "=", "HdrHistogramEncoder", ".", "decode", "(", "encoded_histogram", ",", "b64_wrap", ")", "payload", "=", "hdr_payload", ".", "payload", "histogram", "=", "HdrHist...	49.565217	0.001721
def generate_supplied_intersect_subparser(subparsers): """Adds a sub-command parser to `subparsers` to run an intersect query using the supplied results sets.""" parser = subparsers.add_parser( 'sintersect', description=constants.SUPPLIED_INTERSECT_DESCRIPTION, epilog=constants.SUPPLIED_INTE...	[ "def", "generate_supplied_intersect_subparser", "(", "subparsers", ")", ":", "parser", "=", "subparsers", ".", "add_parser", "(", "'sintersect'", ",", "description", "=", "constants", ".", "SUPPLIED_INTERSECT_DESCRIPTION", ",", "epilog", "=", "constants", ".", "SUPPLI...	49.166667	0.001664
def import_experience(self, experiences): """ Imports experiences. Args: experiences: """ if isinstance(experiences, dict): if self.unique_state: experiences['states'] = dict(state=experiences['states']) if self.unique_action:...	[ "def", "import_experience", "(", "self", ",", "experiences", ")", ":", "if", "isinstance", "(", "experiences", ",", "dict", ")", ":", "if", "self", ".", "unique_state", ":", "experiences", "[", "'states'", "]", "=", "dict", "(", "state", "=", "experiences"...	37.078431	0.001546
def str_arg(d): """formats a function argument prettily not as code dicts are expressed in {key=value} syntax strings are formatted using str in quotes not repr""" if not d: return None if isinstance(d, dict): if len(d) == 2 and d.get('type') == 'text' and 'value' in d: ...	[ "def", "str_arg", "(", "d", ")", ":", "if", "not", "d", ":", "return", "None", "if", "isinstance", "(", "d", ",", "dict", ")", ":", "if", "len", "(", "d", ")", "==", "2", "and", "d", ".", "get", "(", "'type'", ")", "==", "'text'", "and", "'va...	33.217391	0.001272
def relation_get(attribute=None, unit=None, rid=None): """Get relation information""" _args = ['relation-get', '--format=json'] if rid: _args.append('-r') _args.append(rid) _args.append(attribute or '-') if unit: _args.append(unit) try: return json.loads(subproces...	[ "def", "relation_get", "(", "attribute", "=", "None", ",", "unit", "=", "None", ",", "rid", "=", "None", ")", ":", "_args", "=", "[", "'relation-get'", ",", "'--format=json'", "]", "if", "rid", ":", "_args", ".", "append", "(", "'-r'", ")", "_args", ...	28.764706	0.00198
def crontab( state, host, command, present=True, user=None, minute='', hour='', month='', day_of_week='', day_of_month='*', ): ''' Add/remove/update crontab entries. + command: the command for the cron + present: whether this cron command should exist + user: the user whose crontab to m...	[ "def", "crontab", "(", "state", ",", "host", ",", "command", ",", "present", "=", "True", ",", "user", "=", "None", ",", "minute", "=", "''", ",", "hour", "=", "''", ",", "month", "=", "''", ",", "day_of_week", "=", "''", ",", "day_of_month", "...	34.325	0.001062
def _phi2deriv(self,R,z,phi=0.,t=0.): """ NAME: _phi2deriv PURPOSE: evaluate the second azimuthal derivative for this potential INPUT: R - Galactocentric cylindrical radius z - vertical height phi - azimuth t - time ...	[ "def", "_phi2deriv", "(", "self", ",", "R", ",", "z", ",", "phi", "=", "0.", ",", "t", "=", "0.", ")", ":", "if", "not", "self", ".", "isNonAxi", ":", "phi", "=", "0.", "x", ",", "y", ",", "z", "=", "self", ".", "_compute_xyz", "(", "R", ",...	37.59375	0.036467
def update_where(self, col, value, where_col_list, where_value_list): """ updates the array to set cell = value where col_list == val_list """ if type(col) is str: col_ndx = self.get_col_by_name(col) else: col_ndx = col #print('col_ndx = ', col_nd...	[ "def", "update_where", "(", "self", ",", "col", ",", "value", ",", "where_col_list", ",", "where_value_list", ")", ":", "if", "type", "(", "col", ")", "is", "str", ":", "col_ndx", "=", "self", ".", "get_col_by_name", "(", "col", ")", "else", ":", "col_...	42.428571	0.011532
def reset(self): """ Reset/remove all layers, keeping only the initial volume. """ self.layers = {} self.stack = [] self.set_mask() self.n_vox_in_vol = len(np.where(self.current_mask)[0])	[ "def", "reset", "(", "self", ")", ":", "self", ".", "layers", "=", "{", "}", "self", ".", "stack", "=", "[", "]", "self", ".", "set_mask", "(", ")", "self", ".", "n_vox_in_vol", "=", "len", "(", "np", ".", "where", "(", "self", ".", "current_mask...	37	0.008811
def setEnv(self, name, value=None): """ Set an environment variable for the worker process before it is launched. The worker process will typically inherit the environment of the machine it is running on but this method makes it possible to override specific variables in that inherited e...	[ "def", "setEnv", "(", "self", ",", "name", ",", "value", "=", "None", ")", ":", "if", "value", "is", "None", ":", "try", ":", "value", "=", "os", ".", "environ", "[", "name", "]", "except", "KeyError", ":", "raise", "RuntimeError", "(", "\"%s does no...	54.551724	0.008696
def QA_SU_save_option_commodity_min( client=DATABASE, ui_log=None, ui_progress=None ): ''' :param client: :return: ''' # 测试中发现，一起回去，容易出现错误，每次获取一个品种后，更换服务ip继续获取？ _save_option_commodity_cu_min( client=client, ui_log=ui_log, ui_progress=ui...	[ "def", "QA_SU_save_option_commodity_min", "(", "client", "=", "DATABASE", ",", "ui_log", "=", "None", ",", "ui_progress", "=", "None", ")", ":", "# 测试中发现，一起回去，容易出现错误，每次获取一个品种后，更换服务ip继续获取？", "_save_option_commodity_cu_min", "(", "client", "=", "client", ",", "ui_log",...	20.181818	0.001074
def get_full_md5(self, partial_md5, collection): """Support partial/short md5s, return the full md5 with this method""" print 'Notice: Performing slow md5 search...' starts_with = '%s.*' % partial_md5 sample_info = self.database[collection].find_one({'md5': {'$regex' : starts_with}},{'md...	[ "def", "get_full_md5", "(", "self", ",", "partial_md5", ",", "collection", ")", ":", "print", "'Notice: Performing slow md5 search...'", "starts_with", "=", "'%s.*'", "%", "partial_md5", "sample_info", "=", "self", ".", "database", "[", "collection", "]", ".", "fi...	63.333333	0.015584
def cmd_connect(node, cmd_name, node_info): """Connect to node.""" # FUTURE: call function to check for custom connection-info conn_info = "Defaults" conf_mess = ("\r{0}{1} TO{2} {3} using {5}{4}{2} - Confirm [y/N]: ". format(C_STAT[cmd_name.upper()], cmd_name.upper(), C_NORM, ...	[ "def", "cmd_connect", "(", "node", ",", "cmd_name", ",", "node_info", ")", ":", "# FUTURE: call function to check for custom connection-info", "conn_info", "=", "\"Defaults\"", "conf_mess", "=", "(", "\"\\r{0}{1} TO{2} {3} using {5}{4}{2} - Confirm [y/N]: \"", ".", "format", ...	39.866667	0.000816
def lucas_gas(T, Tc, Pc, Zc, MW, dipole=0, CASRN=None): r'''Estimate the viscosity of a gas using an emperical formula developed in several sources, but as discussed in [1]_ as the original sources are in German or merely personal communications with the authors of [1]_. .. math:: \eta = \...	[ "def", "lucas_gas", "(", "T", ",", "Tc", ",", "Pc", ",", "Zc", ",", "MW", ",", "dipole", "=", "0", ",", "CASRN", "=", "None", ")", ":", "Tr", "=", "T", "/", "Tc", "xi", "=", "0.176", "", "(", "Tc", "/", "MW", "*", "3", "/", "(", "Pc", ...	30.765432	0.002333
def items(self): """ Return all merged items as iterator """ if not self.pdata and not self.spills: return iter(self.data.items()) return self._external_items()	[ "def", "items", "(", "self", ")", ":", "if", "not", "self", ".", "pdata", "and", "not", "self", ".", "spills", ":", "return", "iter", "(", "self", ".", "data", ".", "items", "(", ")", ")", "return", "self", ".", "_external_items", "(", ")" ]	38.4	0.010204
def _parse_hostvar_dir(self, inventory_path): """ Parse host_vars dir, if it exists. """ # inventory_path could point to a `hosts` file, or to a dir. So we # construct the location to the `host_vars` differently. if os.path.isdir(inventory_path): path = os.pat...	[ "def", "_parse_hostvar_dir", "(", "self", ",", "inventory_path", ")", ":", "# inventory_path could point to a `hosts` file, or to a dir. So we", "# construct the location to the `host_vars` differently.", "if", "os", ".", "path", ".", "isdir", "(", "inventory_path", ")", ":", ...	40.914286	0.001364
def calculate_tetra_zscore(filename): """Returns TETRA Z-score for the sequence in the passed file. - filename - path to sequence file Calculates mono-, di-, tri- and tetranucleotide frequencies for each sequence, on each strand, and follows Teeling et al. (2004) in calculating a corresponding Z-s...	[ "def", "calculate_tetra_zscore", "(", "filename", ")", ":", "# For the Teeling et al. method, the Z-scores require us to count", "# mono, di, tri and tetranucleotide sequences - these are stored", "# (in order) in the counts tuple", "counts", "=", "(", "collections", ".", "defaultdict", ...	49.192982	0.00035
def coordinatesFromIndex(index, dimensions): """ Translate an index into coordinates, using the given coordinate system. Similar to ``numpy.unravel_index``. :param index: (int) The index of the point. The coordinates are expressed as a single index by using the dimensions as a mixed radix definition...	[ "def", "coordinatesFromIndex", "(", "index", ",", "dimensions", ")", ":", "coordinates", "=", "[", "0", "]", "*", "len", "(", "dimensions", ")", "shifted", "=", "index", "for", "i", "in", "xrange", "(", "len", "(", "dimensions", ")", "-", "1", ",", "...	30.6	0.013942
def check_sla(self, sla, diff_metric): """ Check whether the SLA has passed or failed """ try: if sla.display is '%': diff_val = float(diff_metric['percent_diff']) else: diff_val = float(diff_metric['absolute_diff']) except ValueError: return False if not (sla.c...	[ "def", "check_sla", "(", "self", ",", "sla", ",", "diff_metric", ")", ":", "try", ":", "if", "sla", ".", "display", "is", "'%'", ":", "diff_val", "=", "float", "(", "diff_metric", "[", "'percent_diff'", "]", ")", "else", ":", "diff_val", "=", "float", ...	29.8	0.013015

def target_from_compact(bits): """\ Extract a full target from its compact representation, undoing the transformation x=compact_from_target(t). See compact_from_target() for more information on this 32-bit floating point format.""" size = bits >> 24 word = bits & 0x007fffff if size < 3: ...

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def is_integer(value, coerce_value = False, minimum = None, maximum = None, base = 10, **kwargs): """Indicate whether ``value`` contains a whole number. :param value: The value to evaluate. :param coerce_value: If ``True``, will re...

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def _create_model(self, X, Y): """ Creates the model given some input data X and Y. """ from sklearn.ensemble import RandomForestRegressor self.X = X self.Y = Y self.model = RandomForestRegressor(bootstrap = self.bootstrap, ...

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def calculate_current_allocation(self): """ Calculates the current allocation % based on the value """ for ac in self.asset_classes: ac.curr_alloc = ac.curr_value * 100 / self.total_amount

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def _run_apps(self, paths): """ Runs apps for the provided paths. """ for path in paths: common.shell_process(path, background=True) time.sleep(0.2)

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def transmissions(self, direction="outgoing", status="all", failed=False): """Get transmissions sent to or from this node. Direction can be "all", "incoming" or "outgoing" (default). Status can be "all" (default), "pending", or "received". failed can be True, False or "all" """ ...

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def additional_files(self): """Get a list of absolute paths to the additional config files.""" return [os.path.join(f, self.filename) for f in self.additional_dirs]

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def channels_create(self, name, **kwargs): """Creates a new public channel, optionally including users.""" return self.__call_api_post('channels.create', name=name, kwargs=kwargs)

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64.333333

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def bootstrap(v): """ Constructs Monte Carlo simulated data set using the Bootstrap algorithm. Usage: >>> bootstrap(x) where x is either an array or a list of arrays. If it is a list, the code returns the corresponding list of bootst...

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def prune(self, dir): """Filter out files from 'dir/'.""" match = translate_pattern(os.path.join(dir, '**')) return self._remove_files(match.match)

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def _evaluate_selection_mask(self, name="default", i1=None, i2=None, selection=None, cache=False): """Internal use, ignores the filter""" i1 = i1 or 0 i2 = i2 or len(self) scope = scopes._BlockScopeSelection(self, i1, i2, selection, cache=cache) return scope.evaluate(name)

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def _get_channels(self): """ 获取channel列表 """ self._channel_list = [ # {'name': '红心兆赫', 'channel_id': -3}, {'name': '我的私人兆赫', 'channel_id': 0}, {'name': '每日私人歌单', 'channel_id': -2}, {'name': '豆瓣精选兆赫', 'channel_id': -10}, # 心情 / 场...

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def btc_make_p2sh_address( script_hex ): """ Make a P2SH address from a hex script """ h = hashing.bin_hash160(binascii.unhexlify(script_hex)) addr = bin_hash160_to_address(h, version_byte=multisig_version_byte) return addr

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def extend_node_list(acc, new): """Extend accumulator with Node(s) from new""" if new is None: new = [] elif not isinstance(new, list): new = [new] return acc + new

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def update(self, virtual_interfaces): """ Method to update Virtual Interfaces :param Virtual Interfaces: List containing Virtual Interfaces desired to updated :return: None """ data = {'virtual_interfaces': virtual_interfaces} virtual_interfaces_ids = [str(env.g...

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def _compute(self): """ The main method of the class, which computes an MCS given its over-approximation. The over-approximation is defined by a model for the hard part of the formula obtained in :func:`compute`. The method is essentially a simple loop going over...

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def next_update(self): """Compute the next expected update date, given the frequency and last_update. Return None if the frequency is not handled. """ delta = None if self.frequency == 'daily': delta = timedelta(days=1) elif self.frequency == 'weekly'...

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def _check_pwm_list(pwm_list): """Check the input validity """ for pwm in pwm_list: if not isinstance(pwm, PWM): raise TypeError("element {0} of pwm_list is not of type PWM".format(pwm)) return True

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def mark_locations(h,section,locs,markspec='or',**kwargs): """ Marks one or more locations on along a section. Could be used to mark the location of a recording or electrical stimulation. Args: h = hocObject to interface with neuron section = reference to section locs = float be...

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def find_command(cmd, path=None, pathext=None): """ Taken `from Django http://bit.ly/1njB3Y9>`_. """ if path is None: path = os.environ.get('PATH', '').split(os.pathsep) if isinstance(path, string_types): path = [path] # check if there are path extensions for Windows executables...

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def get_max_drawdown_underwater(underwater): """ Determines peak, valley, and recovery dates given an 'underwater' DataFrame. An underwater DataFrame is a DataFrame that has precomputed rolling drawdown. Parameters ---------- underwater : pd.Series Underwater returns (rolling dr...

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def insert_column(self, name, data, colnum=None): """ Insert a new column. parameters ---------- name: string The column name data: The data to write into the new column. colnum: int, optional The column number for the new colu...

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def with_column(self, label, values, *rest): """Return a new table with an additional or replaced column. Args: ``label`` (str): The column label. If an existing label is used, the existing column will be replaced in the new table. ``values`` (single value or se...

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def get_tokenizer(fhp # type: Optional[field_formats.FieldHashingProperties] ): # type: (...) -> Callable[[Text, Optional[Text]], Iterable[Text]] """ Get tokeniser function from the hash settings. This function takes a FieldHashingProperties object. It returns a function that...

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async def get_codec(self): """Get codec settings.""" act = self.service.action("X_GetCodec") res = await act.async_call() return res

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32

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def _pastorestr(ins): ''' Stores a string value into a memory address. It copies content of 2nd operand (string), into 1st, reallocating dynamic memory for the 1st str. These instruction DOES ALLOW inmediate strings for the 2nd parameter, starting with '#'. ''' output = _paddr(ins.quad[1]) t...

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def process_raw_data(cls, raw_data): """Create a new model using raw API response.""" properties = raw_data["properties"] raw_content = properties.get("addressSpace", None) if raw_content is not None: address_space = AddressSpace.from_raw_data(raw_content) proper...

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def invoke(stage, async, dry_run, config_file, args): """Invoke the lambda function.""" config = _load_config(config_file) if stage is None: stage = config['devstage'] cfn = boto3.client('cloudformation') lmb = boto3.client('lambda') try: stack = cfn.describe_stacks(StackName=c...

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def iter_open(cls, name=None, interface_class=None, interface_subclass=None, interface_protocol=None, serial_number=None, port_path=None, default_timeout_ms=None): """Find and yield locally connected devices that match. Note that devices are opened (and interfaces claimd) as the...

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def camel2snake(name:str)->str: "Change `name` from camel to snake style." s1 = re.sub(_camel_re1, r'\1_\2', name) return re.sub(_camel_re2, r'\1_\2', s1).lower()

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def get_ratings(self): """get_ratings() Returns a Vote QuerySet for this rating field.""" return Vote.objects.filter(content_type=self.get_content_type(), object_id=self.instance.pk, key=self.field.key)

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def get_default_recipients(self): ''' Overrides EmailRecipientMixin ''' if self.email: return [self.email,] if self.finalRegistration: return [self.finalRegistration.customer.email,] elif self.temporaryRegistration: return [self.temporaryRegistration.e...

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def _get_valid_formats(): ''' Calls SoX help for a lists of audio formats available with the current install of SoX. Returns: -------- formats : list List of audio file extensions that SoX can process. ''' if NO_SOX: return [] so = subprocess.check_output(['sox', '-h']...

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def func_info(task, n_runs, metadata, img, config): """ Generate a paragraph describing T2*-weighted functional scans. Parameters ---------- task : :obj:`str` The name of the task. n_runs : :obj:`int` The number of runs acquired for this task. metadata : :obj:`dict` ...

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def call_actions(self, event, *args, **kwargs): """Call each function in self._actions after setting self._event.""" self._event = event for func in self._actions: func(event, *args, **kwargs)

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def _get_uncertainties(self, star_group_size): """ Retrieve uncertainties on fitted parameters from the fitter object. Parameters ---------- star_group_size : int Number of stars in the given group. Returns ------- unc_tab : `~astropy...

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def disconnect(self): """ disconnect a client. """ logger.info("disconnecting snap7 client") result = self.library.Cli_Disconnect(self.pointer) check_error(result, context="client") return result

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def fit(self, X, y, num_training_samples=None): """Use correlation data to train a model. First compute the correlation of the input data, and then normalize within subject if more than one sample in one subject, and then fit to a model defined by self.clf. Parameters ...

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def execute_command(command): """Execute a command and return its output""" command = shlex.split(command) try: process = subprocess.Popen( command, stdin=subprocess.PIPE, stdout=subprocess.PIPE, stderr=subprocess.PIPE, ) except FileNotFou...

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def _extract_phot_from_exposure( expIdIndex, log, cachePath, settings): """* extract phot from exposure* **Key Arguments:** - ``expIdIndex`` -- index of the exposure to extract the dophot photometry from. A tuple of expId and integer MJD - ``cachePath`` -- path t...

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async def github_request(session, api_token, query=None, mutation=None, variables=None): """Send a request to the GitHub v4 (GraphQL) API. The request is asynchronous, with asyncio. Parameters ---------- session : `aiohttp.ClientSession` Your application's aiohttp ...

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def ProcessNewBlock(self, block): """ Processes a block on the blockchain. This should be done in a sequential order, ie block 4 should be only processed after block 3. Args: block: (neo.Core.Block) a block on the blockchain. """ added = set() change...

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def open_file(default_dir='~', extensions=None, title='Choose a file', multiple_files=False, directory=False): '''Start the native file dialog for opening file(s). Starts the system native file dialog in order to open a file (or multiple files). The toolkit used for each platform: +-------------------------...

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def add(self, num_iid, properties, quantity, price, session, outer_id=None, item_price=None, lang=None): '''taobao.item.sku.add 添加SKU 新增一个sku到num_iid指定的商品中传入的iid所对应的商品必须属于当前会话的用户''' request = TOPRequest('taobao.item.sku.add') request['num_iid'] = num_iid request['proper...

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def maximum_hline_bundle(self, y0, x0, x1): """Compute a maximum set of horizontal lines in the unit cells ``(x,y0)`` for :math:`x0 \leq x \leq x1`. INPUTS: y0,x0,x1: int OUTPUT: list of lists of qubits """ x_range = range(x0, x1 + 1) if x0 < x1 ...

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def type_list(signature, doc, header): """ Construct a list of types, preferring type annotations to docstrings if they are available. Parameters ---------- signature : Signature Signature of thing doc : list of tuple Numpydoc's type list section Returns ------- ...

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def transpose(self, *args, **kwargs): """ Transpose index and columns. Reflect the DataFrame over its main diagonal by writing rows as columns and vice-versa. The property :attr:`.T` is an accessor to the method :meth:`transpose`. Parameters ---------- c...

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def get_as_map(self, key): """ Converts map element into an AnyValueMap or returns empty AnyValueMap if conversion is not possible. :param key: a key of element to get. :return: AnyValueMap value of the element or empty AnyValueMap if conversion is not supported. """ if...

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def get_link_or_none(pattern_name, request, view_kwargs=None): """ Helper that generate URL prom pattern name and kwargs and check if current request has permission to open the URL. If not None is returned. Args: pattern_name (str): slug which is used for view registratin to pattern req...

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def stream(self, handler, whenDone=None): """ Fetches data from river streams and feeds them into the given function. :param handler: (function) passed headers [list] and row [list] of the data for one time step, for every row of data """ self._createConfluence() headers = ["...

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def blum_blum_shub(seed, amount, prime0, prime1): """Creates pseudo-number generator :param seed: seeder :param amount: amount of number to generate :param prime0: one prime number :param prime1: the second prime number :return: pseudo-number generator """ if amount == 0: return...

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def unregisterView(viewType, location='Central'): """ Unregisteres the given view type from the inputed location. :param viewType | <subclass of XView> """ XView._registry.get(location, {}).pop(viewType.viewName(), None) XView.dispatch(location).emit('unregi...

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def eagle(args): """ %prog eagle fastafile """ p = OptionParser(eagle.__doc__) p.add_option("--share", default="/usr/local/share/EAGLE/", help="Default EAGLE share path") add_sim_options(p) opts, args = p.parse_args(args) if len(args) != 1: sys.exit(not p.print...

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def _get_tns_search_results( self): """ *query the tns and result the response* """ self.log.info('starting the ``_get_tns_search_results`` method') try: response = requests.get( url="http://wis-tns.weizmann.ac.il/search", ...

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def main(args,parser,subparser): '''the list command corresponds with listing images for an external resource. This is different from listing images that are local to the database, which should be done with "images" ''' from sregistry.main import get_client cli = get_client(quiet=args.quie...

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def get_proxies(): """Get available proxies to use with requests library.""" proxies = getproxies() filtered_proxies = {} for key, value in proxies.items(): if key.startswith('http://'): if not value.startswith('http://'): filtered_proxies[key] = 'http://{0}'.format(v...

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def update_indel(self, nucmer_snp): '''Indels are reported over multiple lines, 1 base insertion or deletion per line. This method extends the current variant by 1 base if it's an indel and adjacent to the new SNP and returns True. If the current variant is a SNP, does nothing and returns False''' new_v...

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def update(self, list_id, segment_id, data): """ updates an existing list segment. """ return self._mc_client._patch(url=self._build_path(list_id, 'segments', segment_id), data=data)

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def run_interrupted(self): """ Runs custodian in a interuppted mode, which sets up and validates jobs but doesn't run the executable Returns: number of remaining jobs Raises: ValidationError: if a job fails validation ReturnCodeError: if the ...

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def reverb(self, reverberance=50, hf_damping=50, room_scale=100, stereo_depth=100, pre_delay=20, wet_gain=0, wet_only=False): """reverb takes 7 parameters: reverberance, high-freqnency damping, room ...

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def _init_idxs_float(self, usr_hdrs): """List of indexes whose values will be floats.""" self.idxs_float = [ Idx for Hdr, Idx in self.hdr2idx.items() if Hdr in usr_hdrs and Hdr in self.float_hdrs]

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def is_opposite(self, ns1, id1, ns2, id2): """Return True if two entities are in an "is_opposite" relationship Parameters ---------- ns1 : str Namespace code for an entity. id1 : str URI for an entity. ns2 : str Namespace code for an e...

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def update(cls, id, name, size, quantity, password, sshkey, upgrade, console, snapshot_profile, reset_mysql_password, background): """Update a PaaS instance.""" if not background and not cls.intty(): background = True paas_params = {} if name: paa...

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def bufsize_validator(kwargs): """ a validator to prevent a user from saying that they want custom buffering when they're using an in/out object that will be os.dup'd to the process, and has its own buffering. an example is a pipe or a tty. it doesn't make sense to tell them to have a custom buffering...

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def resource_filename_mod_entry_point(module_name, entry_point): """ If a given package declares a namespace and also provide submodules nested at that namespace level, and for whatever reason that module is needed, Python's import mechanism will not have a path associated with that module. However...

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def view_entries(search_query=None): """View previous entries""" if search_query: expr = Entry.content.search(search_query) else: expr = None query = Entry.query(expr, order_by=Entry.timestamp.desc()) for entry in query: timestamp = entry.timestamp.strftime('%A %B %d, %Y %I:...

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def supports_spatial_unit_record_type(self, spatial_unit_record_type=None): """Tests if the given spatial unit record type is supported. arg: spatial_unit_record_type (osid.type.Type): a spatial unit record Type return: (boolean) - ``true`` if the type is supported, ``false``...

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def to_nodename(string, invalid=None, raise_exc=False): """Makes a Quilt Node name (perhaps an ugly one) out of any string. This should match whatever the current definition of a node name is, as defined in is_nodename(). This isn't an isomorphic change, the original name can't be recovered from t...

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def submit(self, fn, *args, **kwargs): """ Internal """ if not self.is_shutdown: return self.cluster.executor.submit(fn, *args, **kwargs)

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def http_quote(string): """ Given a unicode string, will do its dandiest to give you back a valid ascii charset string you can use in, say, http headers and the like. """ if isinstance(string, six.text_type): try: import unidecode except ImportError: pass ...

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def mk_token(opts, tdata): ''' Mint a new token using the config option hash_type and store tdata with 'token' attribute set to the token. This module uses the hash of random 512 bytes as a token. :param opts: Salt master config options :param tdata: Token data to be stored with 'token' attirbu...

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def _urlopen_as_json(self, url, headers=None): """Shorcut for return contents as json""" req = Request(url, headers=headers) return json.loads(urlopen(req).read())

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def _read_mode_qsopt(self, size, kind): """Read Quick-Start Response option. Positional arguments: * size - int, length of option * kind - int, 27 (Quick-Start Response) Returns: * dict -- extracted Quick-Start Response (QS) option Structure of TCP ...

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def msetnx(self, mapping): """Sets the given keys to their respective values. :meth:`~tredis.RedisClient.msetnx` will not perform any operation at all even if just a single key already exists. Because of this semantic :meth:`~tredis.RedisClient.msetnx` can be used in order to se...

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def tail_ratio(returns): """Determines the ratio between the right (95%) and left tail (5%). For example, a ratio of 0.25 means that losses are four times as bad as profits. Parameters ---------- returns : pd.Series or np.ndarray Daily returns of the strategy, noncumulative. -...

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def add(self, rule: 'functions.ReplacementRule') -> None: """Add a new rule to the replacer. Args: rule: The rule to add. """ self.matcher.add(rule.pattern, rule.replacement)

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def print_markdown(data, title=None): """Print data in GitHub-flavoured Markdown format for issues etc. data (dict or list of tuples): Label/value pairs. title (unicode or None): Title, will be rendered as headline 2. """ markdown = [] for key, value in data.items(): if isinstance(value...

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def get_img(self, url, headers=None, cookies=None, timeout=60, verify=False, proxies=None, allow_redirects=True, params=None): """ get方式获取 img 二进制信息 :param url: 访问Url :param headers: 请求头 :param cookies: 请求cookies :param timeout: 超时时间 :param verify:...

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def _other_wrapper(self, name, writing): """Wrap a stream attribute in an other_wrapper. Args: name: the name of the stream attribute to wrap. Returns: other_wrapper which is described below. """ io_attr = getattr(self._io, name) def other_wrapper(*...

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def register_signals(self): """Register signals.""" from .models import Collection from .receivers import CollectionUpdater if self.app.config['COLLECTIONS_USE_PERCOLATOR']: from .percolator import collection_inserted_percolator, \ collection_removed_percolat...

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def Lab_to_XYZ(cobj, *args, **kwargs): """ Convert from Lab to XYZ """ illum = cobj.get_illuminant_xyz() xyz_y = (cobj.lab_l + 16.0) / 116.0 xyz_x = cobj.lab_a / 500.0 + xyz_y xyz_z = xyz_y - cobj.lab_b / 200.0 if math.pow(xyz_y, 3) > color_constants.CIE_E: xyz_y = math.pow(xyz_...

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def decode(encoded_histogram, b64_wrap=True): '''Decode an encoded histogram and return a new histogram instance that has been initialized with the decoded content Return: a new histogram instance representing the decoded content Exception: TypeError in case of ba...

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def generate_supplied_intersect_subparser(subparsers): """Adds a sub-command parser to `subparsers` to run an intersect query using the supplied results sets.""" parser = subparsers.add_parser( 'sintersect', description=constants.SUPPLIED_INTERSECT_DESCRIPTION, epilog=constants.SUPPLIED_INTE...

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def import_experience(self, experiences): """ Imports experiences. Args: experiences: """ if isinstance(experiences, dict): if self.unique_state: experiences['states'] = dict(state=experiences['states']) if self.unique_action:...

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def str_arg(d): """formats a function argument prettily not as code dicts are expressed in {key=value} syntax strings are formatted using str in quotes not repr""" if not d: return None if isinstance(d, dict): if len(d) == 2 and d.get('type') == 'text' and 'value' in d: ...

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def relation_get(attribute=None, unit=None, rid=None): """Get relation information""" _args = ['relation-get', '--format=json'] if rid: _args.append('-r') _args.append(rid) _args.append(attribute or '-') if unit: _args.append(unit) try: return json.loads(subproces...

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def crontab( state, host, command, present=True, user=None, minute='*', hour='*', month='*', day_of_week='*', day_of_month='*', ): ''' Add/remove/update crontab entries. + command: the command for the cron + present: whether this cron command should exist + user: the user whose crontab to m...

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def _phi2deriv(self,R,z,phi=0.,t=0.): """ NAME: _phi2deriv PURPOSE: evaluate the second azimuthal derivative for this potential INPUT: R - Galactocentric cylindrical radius z - vertical height phi - azimuth t - time ...

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def update_where(self, col, value, where_col_list, where_value_list): """ updates the array to set cell = value where col_list == val_list """ if type(col) is str: col_ndx = self.get_col_by_name(col) else: col_ndx = col #print('col_ndx = ', col_nd...

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def reset(self): """ Reset/remove all layers, keeping only the initial volume. """ self.layers = {} self.stack = [] self.set_mask() self.n_vox_in_vol = len(np.where(self.current_mask)[0])

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def setEnv(self, name, value=None): """ Set an environment variable for the worker process before it is launched. The worker process will typically inherit the environment of the machine it is running on but this method makes it possible to override specific variables in that inherited e...

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def QA_SU_save_option_commodity_min( client=DATABASE, ui_log=None, ui_progress=None ): ''' :param client: :return: ''' # 测试中发现，一起回去，容易出现错误，每次获取一个品种后，更换服务ip继续获取？ _save_option_commodity_cu_min( client=client, ui_log=ui_log, ui_progress=ui...

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def get_full_md5(self, partial_md5, collection): """Support partial/short md5s, return the full md5 with this method""" print 'Notice: Performing slow md5 search...' starts_with = '%s.*' % partial_md5 sample_info = self.database[collection].find_one({'md5': {'$regex' : starts_with}},{'md...

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def cmd_connect(node, cmd_name, node_info): """Connect to node.""" # FUTURE: call function to check for custom connection-info conn_info = "Defaults" conf_mess = ("\r{0}{1} TO{2} {3} using {5}{4}{2} - Confirm [y/N]: ". format(C_STAT[cmd_name.upper()], cmd_name.upper(), C_NORM, ...

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def lucas_gas(T, Tc, Pc, Zc, MW, dipole=0, CASRN=None): r'''Estimate the viscosity of a gas using an emperical formula developed in several sources, but as discussed in [1]_ as the original sources are in German or merely personal communications with the authors of [1]_. .. math:: \eta = \...

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def items(self): """ Return all merged items as iterator """ if not self.pdata and not self.spills: return iter(self.data.items()) return self._external_items()

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def _parse_hostvar_dir(self, inventory_path): """ Parse host_vars dir, if it exists. """ # inventory_path could point to a `hosts` file, or to a dir. So we # construct the location to the `host_vars` differently. if os.path.isdir(inventory_path): path = os.pat...

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def calculate_tetra_zscore(filename): """Returns TETRA Z-score for the sequence in the passed file. - filename - path to sequence file Calculates mono-, di-, tri- and tetranucleotide frequencies for each sequence, on each strand, and follows Teeling et al. (2004) in calculating a corresponding Z-s...

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def coordinatesFromIndex(index, dimensions): """ Translate an index into coordinates, using the given coordinate system. Similar to ``numpy.unravel_index``. :param index: (int) The index of the point. The coordinates are expressed as a single index by using the dimensions as a mixed radix definition...

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def check_sla(self, sla, diff_metric): """ Check whether the SLA has passed or failed """ try: if sla.display is '%': diff_val = float(diff_metric['percent_diff']) else: diff_val = float(diff_metric['absolute_diff']) except ValueError: return False if not (sla.c...

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