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 copy(self): """ Return a copy of the limit """ return Limit(self.scan_limit, self.item_limit, self.min_scan_limit, self.strict, self.filter)	[ "def", "copy", "(", "self", ")", ":", "return", "Limit", "(", "self", ".", "scan_limit", ",", "self", ".", "item_limit", ",", "self", ".", "min_scan_limit", ",", "self", ".", "strict", ",", "self", ".", "filter", ")" ]	44.5	0.01105
def extract_references_from_wets(wet_files, metadata_dir, out_dir, tmp_dir=None): """Extract references from WET files into sharded output files.""" # Setup output files shard_files = make_ref_shard_files(out_dir) num_refs = 0 for i, wet_file in enumerate(wet_files): num_...	[ "def", "extract_references_from_wets", "(", "wet_files", ",", "metadata_dir", ",", "out_dir", ",", "tmp_dir", "=", "None", ")", ":", "# Setup output files", "shard_files", "=", "make_ref_shard_files", "(", "out_dir", ")", "num_refs", "=", "0", "for", "i", ",", "...	30.557692	0.015244
def quiver( x, y, z, u, v, w, size=default_size * 10, size_selected=default_size_selected * 10, color=default_color, color_selected=default_color_selected, marker="arrow", **kwargs ): """Create a quiver plot, which is like a scatter plot but with arrows pointing in th...	[ "def", "quiver", "(", "x", ",", "y", ",", "z", ",", "u", ",", "v", ",", "w", ",", "size", "=", "default_size", "", "10", ",", "size_selected", "=", "default_size_selected", "", "10", ",", "color", "=", "default_color", ",", "color_selected", "=", "...	24.94	0.001543
def __set_amount(self, value): ''' Sets the amount of the payment operation. @param value:float ''' try: self.__amount = quantize(Decimal(str(value))) except: raise ValueError('Invalid amount value')	[ "def", "__set_amount", "(", "self", ",", "value", ")", ":", "try", ":", "self", ".", "__amount", "=", "quantize", "(", "Decimal", "(", "str", "(", "value", ")", ")", ")", "except", ":", "raise", "ValueError", "(", "'Invalid amount value'", ")" ]	29.222222	0.01107
def transform(self, X): """Use the model to transform new data to Shared Response space Parameters ---------- X : list of 2D arrays, element i has shape=[voxels_i, timepoints_i] Each element in the list contains the fMRI data of one subject. Returns -------...	[ "def", "transform", "(", "self", ",", "X", ")", ":", "# Check if the model exist", "if", "hasattr", "(", "self", ",", "'w_'", ")", "is", "False", ":", "raise", "NotFittedError", "(", "\"The model fit has not been run yet.\"", ")", "# Check the number of subjects", "...	35.2	0.00158
def conditionally_trigger(context, dag_run_obj): """This function decides whether or not to Trigger the remote DAG""" c_p = context['params']['condition_param'] print("Controller DAG : conditionally_trigger = {}".format(c_p)) if context['params']['condition_param']: dag_run_obj.payload = {'messa...	[ "def", "conditionally_trigger", "(", "context", ",", "dag_run_obj", ")", ":", "c_p", "=", "context", "[", "'params'", "]", "[", "'condition_param'", "]", "print", "(", "\"Controller DAG : conditionally_trigger = {}\"", ".", "format", "(", "c_p", ")", ")", "if", ...	51.625	0.002381
def new_job( self, task, person, tank, target_host, target_port, loadscheme=None, detailed_time=None, notify_list=None, trace=False): """ :return: job_nr, upload_token :rtype: ...	[ "def", "new_job", "(", "self", ",", "task", ",", "person", ",", "tank", ",", "target_host", ",", "target_port", ",", "loadscheme", "=", "None", ",", "detailed_time", "=", "None", ",", "notify_list", "=", "None", ",", "trace", "=", "False", ")", ":", "i...	35.431373	0.002154
def buckets(self, start, end): ''' Calculate the buckets within a starting and ending timestamp. ''' rval = [ self.to_bucket(start) ] step = 1 # In theory there's already been a check that end>start # TODO: Not a fan of an unbound while loop here while True: bucket = self.to_bucke...	[ "def", "buckets", "(", "self", ",", "start", ",", "end", ")", ":", "rval", "=", "[", "self", ".", "to_bucket", "(", "start", ")", "]", "step", "=", "1", "# In theory there's already been a check that end>start", "# TODO: Not a fan of an unbound while loop here", "wh...	26.35	0.029304
def chi_p_from_spherical(mass1, mass2, spin1_a, spin1_azimuthal, spin1_polar, spin2_a, spin2_azimuthal, spin2_polar): """Returns the effective precession spin using spins in spherical coordinates. """ spin1x, spin1y, _ = _spherical_to_cartesian( spin1_a, spin1_azimuthal,...	[ "def", "chi_p_from_spherical", "(", "mass1", ",", "mass2", ",", "spin1_a", ",", "spin1_azimuthal", ",", "spin1_polar", ",", "spin2_a", ",", "spin2_azimuthal", ",", "spin2_polar", ")", ":", "spin1x", ",", "spin1y", ",", "_", "=", "_spherical_to_cartesian", "(", ...	48.3	0.002033
def serialize(self, data, fmt='%10.7E'): """ Serialize a collection of ground motion fields to XML. :param data: An iterable of "GMF set" objects. Each "GMF set" object should: * have an `investigation_time` attribute * have an `stochastic_event_...	[ "def", "serialize", "(", "self", ",", "data", ",", "fmt", "=", "'%10.7E'", ")", ":", "gmf_set_nodes", "=", "[", "]", "for", "gmf_set", "in", "data", ":", "gmf_set_node", "=", "Node", "(", "'gmfSet'", ")", "if", "gmf_set", ".", "investigation_time", ":", ...	38.888889	0.001115
def load_SUEWS_Forcing_met_df_pattern(path_input, forcingfile_met_pattern): """Short summary. Parameters ---------- forcingfile_met_pattern : type Description of parameter `forcingfile_met_pattern`. Returns ------- type Description of returned object. """ # list o...	[ "def", "load_SUEWS_Forcing_met_df_pattern", "(", "path_input", ",", "forcingfile_met_pattern", ")", ":", "# list of met forcing files", "path_input", "=", "path_input", ".", "resolve", "(", ")", "# forcingfile_met_pattern = os.path.abspath(forcingfile_met_pattern)", "list_file_MetF...	31.227273	0.00047
def parseArgs(): # pragma: no cover """Parses the command line options and arguments. :returns: A :py:class:`argparse.Namespace` object created by the :py:mod:`argparse` module. It contains the values of the different options. ===================== ====== =====================...	[ "def", "parseArgs", "(", ")", ":", "# pragma: no cover", "# The INPUT files", "group", "=", "parser", ".", "add_argument_group", "(", "\"Input File\"", ")", "group", ".", "add_argument", "(", "\"--file\"", ",", "type", "=", "str", ",", "metavar", "=", "\"FILE\""...	43.166667	0.000472
def _translate_language_name(self, language_name): """ Translate a human readable langauge name into its Ideone integer representation. Keyword Arguments ----------------- * langauge_name: a string of the language (e.g. "c++") Returns ------- A...	[ "def", "_translate_language_name", "(", "self", ",", "language_name", ")", ":", "languages", "=", "self", ".", "languages", "(", ")", "language_id", "=", "None", "# Check for exact match first including the whole version", "# string", "for", "ideone_index", ",", "ideone...	37.203125	0.002046
def deltas(self): """ Dictionary of relative offsets. The keys in the result are pairs of keys from the offset vector, (a, b), and the values are the relative offsets, (offset[b] - offset[a]). Raises ValueError if the offsetvector is empty (WARNING: this behaviour might change in the future). Example: ...	[ "def", "deltas", "(", "self", ")", ":", "# FIXME: instead of raising ValueError when the", "# offsetvector is empty this should return an empty", "# dictionary. the inverse, .fromdeltas() accepts", "# empty dictionaries", "# NOTE: the arithmetic used to construct the offsets", "# must mat...	35.948718	0.024306
def create(conversion_finder, parsed_att: Any, attribute_type: Type[Any], errors: Dict[Type, Exception] = None): """ Helper method provided because we actually can't put that in the constructor, it creates a bug in Nose tests https://github.com/nose-devs/nose/issues/725 :param parsed_at...	[ "def", "create", "(", "conversion_finder", ",", "parsed_att", ":", "Any", ",", "attribute_type", ":", "Type", "[", "Any", "]", ",", "errors", ":", "Dict", "[", "Type", ",", "Exception", "]", "=", "None", ")", ":", "if", "conversion_finder", "is", "None",...	59.76	0.008564
def do_d(self, line): """Send the Master a DoubleBitBinaryInput (group 4) value of DETERMINED_ON. Command syntax is: d index""" index = self.index_from_line(line) if index: self.application.apply_update(opendnp3.DoubleBitBinary(opendnp3.DoubleBit.DETERMINED_ON), index)	[ "def", "do_d", "(", "self", ",", "line", ")", ":", "index", "=", "self", ".", "index_from_line", "(", "line", ")", "if", "index", ":", "self", ".", "application", ".", "apply_update", "(", "opendnp3", ".", "DoubleBitBinary", "(", "opendnp3", ".", "Double...	60.2	0.013115
def run_command(command, capture=None, check=False, encoding='utf-8', shell=False, env=None): """This function provides a convenient API wrapping subprocess.Popen. Captured output is guaranteed not to deadlock, but will still reside in memory in the end. :param command: The command to run in a subprocess. ...	[ "def", "run_command", "(", "command", ",", "capture", "=", "None", ",", "check", "=", "False", ",", "encoding", "=", "'utf-8'", ",", "shell", "=", "False", ",", "env", "=", "None", ")", ":", "if", "shell", "==", "'detect'", ":", "shell", "=", "NEED_S...	40.047619	0.002321
async def removeKeyPair(self, args, kwargs): """ Ensure a KeyPair for a given worker type does not exist Ensure that a keypair of a given name does not exist. This method is ``experimental`` """ return await self._makeApiCall(self.funcinfo["removeKeyPair"], args, *...	[ "async", "def", "removeKeyPair", "(", "self", ",", "", "args", ",", "", "", "kwargs", ")", ":", "return", "await", "self", ".", "_makeApiCall", "(", "self", ".", "funcinfo", "[", "\"removeKeyPair\"", "]", ",", "", "args", ",", "", "", "kwargs", ...	31.9	0.009146
def _compute_valid(self): r"""Determines if the current surface is "valid". Does this by checking if the Jacobian of the map from the reference triangle is everywhere positive. Returns: bool: Flag indicating if the current surface is valid. Raises: NotI...	[ "def", "_compute_valid", "(", "self", ")", ":", "if", "self", ".", "_dimension", "!=", "2", ":", "raise", "NotImplementedError", "(", "\"Validity check only implemented in R^2\"", ")", "poly_sign", "=", "None", "if", "self", ".", "_degree", "==", "1", ":", "# ...	39.314286	0.001418
def tee(iterable, n=2): """Return n independent iterators from a single iterable. Once tee() has made a split, the original iterable should not be used anywhere else; otherwise, the iterable could get advanced without the tee objects being informed. This itertool may require significant auxiliary ...	[ "def", "tee", "(", "iterable", ",", "n", "=", "2", ")", ":", "tees", "=", "tuple", "(", "AsyncTeeIterable", "(", "iterable", ")", "for", "_", "in", "range", "(", "n", ")", ")", "for", "tee", "in", "tees", ":", "tee", ".", "_siblings", "=", "tees"...	36.333333	0.00149
def __fill_buffer(self, size=0): """Fills the internal buffer. Args: size: Number of bytes to read. Will be clamped to [self.__buffer_size, MAX_BLOB_FETCH_SIZE]. """ read_size = min(max(size, self.__buffer_size), MAX_BLOB_FETCH_SIZE) self.__buffer = fetch_data(self.__blob_key, self._...	[ "def", "__fill_buffer", "(", "self", ",", "size", "=", "0", ")", ":", "read_size", "=", "min", "(", "max", "(", "size", ",", "self", ".", "__buffer_size", ")", ",", "MAX_BLOB_FETCH_SIZE", ")", "self", ".", "__buffer", "=", "fetch_data", "(", "self", "....	35.461538	0.002114
def all_finite(self,X): """returns true if X is finite, false, otherwise""" # Adapted from sklearn utils: _assert_all_finite(X) # First try an O(n) time, O(1) space solution for the common case that # everything is finite; fall back to O(n) space np.isfinite to prevent # false po...	[ "def", "all_finite", "(", "self", ",", "X", ")", ":", "# Adapted from sklearn utils: _assert_all_finite(X)", "# First try an O(n) time, O(1) space solution for the common case that", "# everything is finite; fall back to O(n) space np.isfinite to prevent", "# false positives from overflow in s...	56.692308	0.009346
def find_python(): """Search for Python automatically""" python = ( _state.get("pythonExecutable") or # Support for multiple executables. next(( exe for exe in os.getenv("PYBLISH_QML_PYTHON_EXECUTABLE", "").split(os.pathsep) if os.path.isfile(exe)), N...	[ "def", "find_python", "(", ")", ":", "python", "=", "(", "_state", ".", "get", "(", "\"pythonExecutable\"", ")", "or", "# Support for multiple executables.", "next", "(", "(", "exe", "for", "exe", "in", "os", ".", "getenv", "(", "\"PYBLISH_QML_PYTHON_EXECUTABLE\...	26.047619	0.001764
def get_entities_query(namespace, workspace, etype, page=1, page_size=100, sort_direction="asc", filter_terms=None): """Paginated version of get_entities_with_type. Args: namespace (str): project to which workspace belongs workspace (str): Workspace...	[ "def", "get_entities_query", "(", "namespace", ",", "workspace", ",", "etype", ",", "page", "=", "1", ",", "page_size", "=", "100", ",", "sort_direction", "=", "\"asc\"", ",", "filter_terms", "=", "None", ")", ":", "# Initial parameters for pagination", "params"...	29	0.009346
def _auth_required(method, validator): """Decorate a HTTP verb method and check the request is authenticated :param method: a tornado.web.RequestHandler method :param validator: a token validation coroutine, that should return True/False depending if token is or is not valid """ @gen.coroutine ...	[ "def", "_auth_required", "(", "method", ",", "validator", ")", ":", "@", "gen", ".", "coroutine", "@", "functools", ".", "wraps", "(", "method", ")", "def", "wrapper", "(", "self", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "token", "=", ...	32.875	0.001232
def _compute(self): """Compute r min max and labels position""" delta = 2 * pi / self._len if self._len else 0 self._x_pos = [.5 * pi + i * delta for i in range(self._len + 1)] for serie in self.all_series: serie.points = [(v, self._x_pos[i]) for i...	[ "def", "_compute", "(", "self", ")", ":", "delta", "=", "2", "", "pi", "/", "self", ".", "_len", "if", "self", ".", "_len", "else", "0", "self", ".", "_x_pos", "=", "[", ".5", "", "pi", "+", "i", "*", "delta", "for", "i", "in", "range", "("...	38.961538	0.001927
def _regex_flags_from_bits(self, bits): """Return the textual equivalent of numerically encoded regex flags.""" flags = 'ilmsuxa' return ''.join(flags[i - 1] if (1 << i) & bits else '' for i in range(1, len(flags) + 1))	[ "def", "_regex_flags_from_bits", "(", "self", ",", "bits", ")", ":", "flags", "=", "'ilmsuxa'", "return", "''", ".", "join", "(", "flags", "[", "i", "-", "1", "]", "if", "(", "1", "<<", "i", ")", "&", "bits", "else", "''", "for", "i", "in", "rang...	60	0.012346
def initialize_particle(rng, domain, fitness_function): """ Initializes a particle within a domain. Args: rng: numpy.random.RandomState: The random number generator. domain: cipy.problems.core.Domain: The domain of the problem. Returns: cipy.algorithms.pso.Particle: A new, fully ini...	[ "def", "initialize_particle", "(", "rng", ",", "domain", ",", "fitness_function", ")", ":", "position", "=", "rng", ".", "uniform", "(", "domain", ".", "lower", ",", "domain", ".", "upper", ",", "domain", ".", "dimension", ")", "fitness", "=", "fitness_fun...	41.5	0.001473
def list_motors(name_pattern=Motor.SYSTEM_DEVICE_NAME_CONVENTION, *kwargs): """ This is a generator function that enumerates all tacho motors that match the provided arguments. Parameters: name_pattern: pattern that device name should match. For example, 'motor'. Default value: '*...	[ "def", "list_motors", "(", "name_pattern", "=", "Motor", ".", "SYSTEM_DEVICE_NAME_CONVENTION", ",", "", "", "kwargs", ")", ":", "class_path", "=", "abspath", "(", "Device", ".", "DEVICE_ROOT_PATH", "+", "'/'", "+", "Motor", ".", "SYSTEM_CLASS_NAME", ")", "re...	45.444444	0.002395
def GetAttachmentIdFromMediaId(media_id): """Gets attachment id from media id. :param str media_id: :return: The attachment id from the media id. :rtype: str """ altchars = '+-' if not six.PY2: altchars = altchars.encode('utf-8') # altchars for '+' and '/'. We keep '+' ...	[ "def", "GetAttachmentIdFromMediaId", "(", "media_id", ")", ":", "altchars", "=", "'+-'", "if", "not", "six", ".", "PY2", ":", "altchars", "=", "altchars", ".", "encode", "(", "'utf-8'", ")", "# altchars for '+' and '/'. We keep '+' but replace '/' with '-'", "buffer",...	29.76	0.001302
def set_error_callback(cbfun): ''' Sets the error callback. Wrapper for: GLFWerrorfun glfwSetErrorCallback(GLFWerrorfun cbfun); ''' global _error_callback previous_callback = _error_callback if cbfun is None: cbfun = 0 c_cbfun = _GLFWerrorfun(cbfun) _error_callback =...	[ "def", "set_error_callback", "(", "cbfun", ")", ":", "global", "_error_callback", "previous_callback", "=", "_error_callback", "if", "cbfun", "is", "None", ":", "cbfun", "=", "0", "c_cbfun", "=", "_GLFWerrorfun", "(", "cbfun", ")", "_error_callback", "=", "(", ...	28.411765	0.002004
def _merge(d, u): """Merge two dictionaries (or DotDicts) together. Args: d: The dictionary/DotDict to merge into. u: The source of the data to merge. """ for k, v in u.items(): # if we have a mapping, recursively merge the values if isinstance(v, collections.Mapping...	[ "def", "_merge", "(", "d", ",", "u", ")", ":", "for", "k", ",", "v", "in", "u", ".", "items", "(", ")", ":", "# if we have a mapping, recursively merge the values", "if", "isinstance", "(", "v", ",", "collections", ".", "Mapping", ")", ":", "d", "[", "...	34.821429	0.000998
def interpolate_xml_array(data, low_res_coords, shape, chunks): """Interpolate arbitrary size dataset to a full sized grid.""" xpoints, ypoints = low_res_coords return interpolate_xarray_linear(xpoints, ypoints, data, shape, chunks=chunks)	[ "def", "interpolate_xml_array", "(", "data", ",", "low_res_coords", ",", "shape", ",", "chunks", ")", ":", "xpoints", ",", "ypoints", "=", "low_res_coords", "return", "interpolate_xarray_linear", "(", "xpoints", ",", "ypoints", ",", "data", ",", "shape", ",", ...	52	0.011364
def coarsen(self, dim: Optional[Mapping[Hashable, int]] = None, boundary: str = 'exact', side: Union[str, Mapping[Hashable, str]] = 'left', coord_func: str = 'mean', **dim_kwargs: int): """ Coarsen object. Parameters ------...	[ "def", "coarsen", "(", "self", ",", "dim", ":", "Optional", "[", "Mapping", "[", "Hashable", ",", "int", "]", "]", "=", "None", ",", "boundary", ":", "str", "=", "'exact'", ",", "side", ":", "Union", "[", "str", ",", "Mapping", "[", "Hashable", ","...	38.564516	0.002447
def get_fileinfo(self, name: str): ''' get a `FileInfo` for a file (without create actual file). ''' return FileInfo(os.path.join(self._path, name))	[ "def", "get_fileinfo", "(", "self", ",", "name", ":", "str", ")", ":", "return", "FileInfo", "(", "os", ".", "path", ".", "join", "(", "self", ".", "_path", ",", "name", ")", ")" ]	35.2	0.011111
def searchPhotos(self, title, kwargs): """ Search for a photo. See :func:`~plexapi.library.LibrarySection.search()` for usage. """ return self.search(libtype='photo', title=title, kwargs)	[ "def", "searchPhotos", "(", "self", ",", "title", ",", "", "", "kwargs", ")", ":", "return", "self", ".", "search", "(", "libtype", "=", "'photo'", ",", "title", "=", "title", ",", "", "", "kwargs", ")" ]	68.333333	0.014493
def create(self, index, doc_type, body, id=None, params=None): """ Adds a typed JSON document in a specific index, making it searchable. Behind the scenes this method calls index(..., op_type='create') `<http://elasticsearch.org/guide/reference/api/index_/>`_ :arg index: The nam...	[ "def", "create", "(", "self", ",", "index", ",", "doc_type", ",", "body", ",", "id", "=", "None", ",", "params", "=", "None", ")", ":", "result", "=", "yield", "self", ".", "index", "(", "index", ",", "doc_type", ",", "body", ",", "id", "=", "id"...	51.115385	0.001477
def install(self): """Create folder and copy agent and metrics scripts to remote host""" logger.info( "Installing monitoring agent at %s@%s...", self.username, self.host) # create remote temp dir cmd = self.python + ' -c "import tempfile; print tempfi...	[ "def", "install", "(", "self", ")", ":", "logger", ".", "info", "(", "\"Installing monitoring agent at %s@%s...\"", ",", "self", ".", "username", ",", "self", ".", "host", ")", "# create remote temp dir", "cmd", "=", "self", ".", "python", "+", "' -c \"import te...	41.1875	0.001693
def setRGB(self, pixel, r, g, b): """Set single pixel using individual RGB values instead of tuple""" self._set_base(pixel, (r, g, b))	[ "def", "setRGB", "(", "self", ",", "pixel", ",", "r", ",", "g", ",", "b", ")", ":", "self", ".", "_set_base", "(", "pixel", ",", "(", "r", ",", "g", ",", "b", ")", ")" ]	49.333333	0.013333
def create_asset_content(self, asset_content_form=None): """Creates new ``AssetContent`` for a given asset. arg: asset_content_form (osid.repository.AssetContentForm): the form for this ``AssetContent`` return: (osid.repository.AssetContent) - the new ``AssetC...	[ "def", "create_asset_content", "(", "self", ",", "asset_content_form", "=", "None", ")", ":", "if", "isinstance", "(", "asset_content_form", ",", "AssetContentForm", ")", ":", "asset_content", "=", "self", ".", "_provider_session", ".", "create_asset_content", "(", ...	46.419355	0.002042
def best_representative(d1, d2): """ Given two objects each coerced to the most specific type possible, return the one of the least restrictive type. >>> best_representative(Decimal('-37.5'), Decimal('0.9999')) Decimal('-99.9999') >>> best_representative(None, Decimal('6.1')) Decimal('6.1')...	[ "def", "best_representative", "(", "d1", ",", "d2", ")", ":", "if", "hasattr", "(", "d2", ",", "'strip'", ")", "and", "not", "d2", ".", "strip", "(", ")", ":", "return", "d1", "if", "d1", "is", "None", ":", "return", "d2", "elif", "d2", "is", "No...	33.309524	0.002083
def get_dataset(dataset_id,**kwargs): """ Get a single dataset, by ID """ user_id = int(kwargs.get('user_id')) if dataset_id is None: return None try: dataset_rs = db.DBSession.query(Dataset.id, Dataset.type, Dataset.unit_id, ...	[ "def", "get_dataset", "(", "dataset_id", ",", "", "", "kwargs", ")", ":", "user_id", "=", "int", "(", "kwargs", ".", "get", "(", "'user_id'", ")", ")", "if", "dataset_id", "is", "None", ":", "return", "None", "try", ":", "dataset_rs", "=", "db", "....	34.840909	0.015228
def extract_constant(code, symbol, default=-1): """Extract the constant value of 'symbol' from 'code' If the name 'symbol' is bound to a constant value by the Python code object 'code', return that value. If 'symbol' is bound to an expression, return 'default'. Otherwise, return 'None'. Return v...	[ "def", "extract_constant", "(", "code", ",", "symbol", ",", "default", "=", "-", "1", ")", ":", "if", "symbol", "not", "in", "code", ".", "co_names", ":", "# name's not there, can't possibly be an assignment", "return", "None", "name_idx", "=", "list", "(", "c...	32.676471	0.000874
def acquire_lock(self, name): """ Wait for a lock with name. This will prevent other processes from acquiring the lock with the name while it is held. Thus they will wait in the position where they are acquiring the lock until the process that has it releases it. ...	[ "def", "acquire_lock", "(", "self", ",", "name", ")", ":", "if", "self", ".", "_remotelib", ":", "try", ":", "while", "not", "self", ".", "_remotelib", ".", "run_keyword", "(", "'acquire_lock'", ",", "[", "name", ",", "self", ".", "_my_id", "]", ",", ...	42.578947	0.002418
def mkstemp(args, kwargs): """ Context manager similar to tempfile.NamedTemporaryFile except the file is not deleted on close, and only the filepath is returned .. warnings:: Unlike tempfile.mkstemp, this is not secure """ fd, filename = tempfile.mkstemp(args, **kwargs) os.close(fd) try: yield f...	[ "def", "mkstemp", "(", "", "args", ",", "", "", "kwargs", ")", ":", "fd", ",", "filename", "=", "tempfile", ".", "mkstemp", "(", "", "args", ",", "", "", "kwargs", ")", "os", ".", "close", "(", "fd", ")", "try", ":", "yield", "filename", ...	29.25	0.019337
def common_parent(coords, parent_zoom): """ Return the common parent for coords Also check that all coords do indeed share the same parent coordinate. """ parent = None for coord in coords: assert parent_zoom <= coord.zoom coord_parent = coord.zoomTo(parent_zoom).container() ...	[ "def", "common_parent", "(", "coords", ",", "parent_zoom", ")", ":", "parent", "=", "None", "for", "coord", "in", "coords", ":", "assert", "parent_zoom", "<=", "coord", ".", "zoom", "coord_parent", "=", "coord", ".", "zoomTo", "(", "parent_zoom", ")", ".",...	30	0.00202
def walk( self, fs, # type: FS path="/", # type: Text namespaces=None, # type: Optional[Collection[Text]] ): # type: (...) -> Iterator[Step] """Walk the directory structure of a filesystem. Arguments: fs (FS): A filesystem instance. ...	[ "def", "walk", "(", "self", ",", "fs", ",", "# type: FS", "path", "=", "\"/\"", ",", "# type: Text", "namespaces", "=", "None", ",", "# type: Optional[Collection[Text]]", ")", ":", "# type: (...) -> Iterator[Step]", "_path", "=", "abspath", "(", "normpath", "(", ...	40.170213	0.002068
def get_numeric_feature_names(example): """Returns a list of feature names for float and int64 type features. Args: example: An example. Returns: A list of strings of the names of numeric features. """ numeric_features = ('float_list', 'int64_list') features = get_example_features(example) retur...	[ "def", "get_numeric_feature_names", "(", "example", ")", ":", "numeric_features", "=", "(", "'float_list'", ",", "'int64_list'", ")", "features", "=", "get_example_features", "(", "example", ")", "return", "sorted", "(", "[", "feature_name", "for", "feature_name", ...	29.333333	0.011013
def _do_identity_policy_create(args): """Executes the 'policy create' subcommand. Given a key file, and a series of entries, it generates a batch of sawtooth_identity transactions in a BatchList instance. The BatchList is either stored to a file or submitted to a validator, depending on the supplied CL...	[ "def", "_do_identity_policy_create", "(", "args", ")", ":", "signer", "=", "_read_signer", "(", "args", ".", "key", ")", "txns", "=", "[", "_create_policy_txn", "(", "signer", ",", "args", ".", "name", ",", "args", ".", "rule", ")", "]", "batch", "=", ...	37.061224	0.000536
def write_facades(captures, options): """ Write the Facades to the appropriate _client<version>.py """ for version in sorted(captures.keys()): filename = "{}/_client{}.py".format(options.output_dir, version) with open(filename, "w") as f: f.write(HEADER) f.write(...	[ "def", "write_facades", "(", "captures", ",", "options", ")", ":", "for", "version", "in", "sorted", "(", "captures", ".", "keys", "(", ")", ")", ":", "filename", "=", "\"{}/_client{}.py\"", ".", "format", "(", "options", ".", "output_dir", ",", "version",...	39.882353	0.001441
def fulfill(self, agreement_id, amount, receiver_address, sender_address, lock_condition_id, release_condition_id, account): """ Fulfill the escrow reward condition. :param agreement_...	[ "def", "fulfill", "(", "self", ",", "agreement_id", ",", "amount", ",", "receiver_address", ",", "sender_address", ",", "lock_condition_id", ",", "release_condition_id", ",", "account", ")", ":", "return", "self", ".", "_fulfill", "(", "agreement_id", ",", "amou...	33.833333	0.008621
def setContentsMargins(self, left, top, right, bottom): """ Sets the contents margins for this node to the inputed values. :param left \| <int> top \| <int> right \| <int> bottom \| <int> """ self._ma...	[ "def", "setContentsMargins", "(", "self", ",", "left", ",", "top", ",", "right", ",", "bottom", ")", ":", "self", ".", "_margins", "=", "(", "left", ",", "top", ",", "right", ",", "bottom", ")", "self", ".", "adjustTitleFont", "(", ")" ]	34.272727	0.010336
def mongodb_drop_database(database_name): """Drop Database""" try: mongodb_client_url = getattr(settings, 'MONGODB_CLIENT', 'mongodb://localhost:27017/') mc = MongoClient(mongodb_client_url,document_class=OrderedDict) mc.drop_database(database_name) ...	[ "def", "mongodb_drop_database", "(", "database_name", ")", ":", "try", ":", "mongodb_client_url", "=", "getattr", "(", "settings", ",", "'MONGODB_CLIENT'", ",", "'mongodb://localhost:27017/'", ")", "mc", "=", "MongoClient", "(", "mongodb_client_url", ",", "document_cl...	31.133333	0.008316
def _in(self, *lst): """Build out the in clause. Using _in due to shadowing for in""" self.terms.append('in (%s)' % ', '.join(['"%s"' % x for x in lst])) return self	[ "def", "_in", "(", "self", ",", "*", "lst", ")", ":", "self", ".", "terms", ".", "append", "(", "'in (%s)'", "%", "', '", ".", "join", "(", "[", "'\"%s\"'", "%", "x", "for", "x", "in", "lst", "]", ")", ")", "return", "self" ]	46.5	0.010582
def parse(args): """Parse command-line arguments. Arguments may consist of any combination of directories, files, and options.""" import argparse parser = argparse.ArgumentParser( add_help=False, description="Remove spam and advertising from subtitle files.", usage="%(prog)s [O...	[ "def", "parse", "(", "args", ")", ":", "import", "argparse", "parser", "=", "argparse", ".", "ArgumentParser", "(", "add_help", "=", "False", ",", "description", "=", "\"Remove spam and advertising from subtitle files.\"", ",", "usage", "=", "\"%(prog)s [OPTION]... TA...	28.015873	0.000547
def flp_nonlinear_soco(I,J,d,M,f,c): """flp_nonlinear_soco -- use Parameters: - I: set of customers - J: set of facilities - d[i]: demand for product i - M[j]: capacity of facility j - f[j]: fixed cost for using a facility in point j - c[i,j]: unit cost of servic...	[ "def", "flp_nonlinear_soco", "(", "I", ",", "J", ",", "d", ",", "M", ",", "f", ",", "c", ")", ":", "model", "=", "Model", "(", "\"nonlinear flp -- soco formulation\"", ")", "x", ",", "X", ",", "u", "=", "{", "}", ",", "{", "}", ",", "{", "}", "...	38.411765	0.026886
def delocate_tree_libs(lib_dict, lib_path, root_path): """ Move needed libraries in `lib_dict` into `lib_path` `lib_dict` has keys naming libraries required by the files in the corresponding value. Call the keys, "required libs". Call the values "requiring objects". Copy all the required libs to...	[ "def", "delocate_tree_libs", "(", "lib_dict", ",", "lib_path", ",", "root_path", ")", ":", "copied_libs", "=", "{", "}", "delocated_libs", "=", "set", "(", ")", "copied_basenames", "=", "set", "(", ")", "rp_root_path", "=", "realpath", "(", "root_path", ")",...	45.56	0.000859
def applet_rename(object_id, input_params={}, always_retry=True, **kwargs): """ Invokes the /applet-xxxx/rename API method. For more info, see: https://wiki.dnanexus.com/API-Specification-v1.0.0/Name#API-method%3A-%2Fclass-xxxx%2Frename """ return DXHTTPRequest('/%s/rename' % object_id, input_param...	[ "def", "applet_rename", "(", "object_id", ",", "input_params", "=", "{", "}", ",", "always_retry", "=", "True", ",", "", "", "kwargs", ")", ":", "return", "DXHTTPRequest", "(", "'/%s/rename'", "%", "object_id", ",", "input_params", ",", "always_retry", "="...	50.428571	0.008357
def find(self, args): """ Find a node in the tree. If the node is not found it is added first and then returned. :param args: a tuple :return: returns the node """ curr_node = self.__root return self.__traverse(curr_node, 0, args)	[ "def", "find", "(", "self", ",", "", "args", ")", ":", "curr_node", "=", "self", ".", "__root", "return", "self", ".", "__traverse", "(", "curr_node", ",", "0", ",", "", "args", ")" ]	31.333333	0.010345
def __mesh_coords(ax_type, coords, n, **kwargs): '''Compute axis coordinates''' if coords is not None: if len(coords) < n: raise ParameterError('Coordinate shape mismatch: ' '{}<{}'.format(len(coords), n)) return coords coord_map = {'linear': __...	[ "def", "__mesh_coords", "(", "ax_type", ",", "coords", ",", "n", ",", "", "", "kwargs", ")", ":", "if", "coords", "is", "not", "None", ":", "if", "len", "(", "coords", ")", "<", "n", ":", "raise", "ParameterError", "(", "'Coordinate shape mismatch: '",...	36.15625	0.000842
def get_characteristic_from_uuid(self, uuid): """Given a characteristic UUID, return a :class:`Characteristic` object containing information about that characteristic Args: uuid (str): a string containing the hex-encoded UUID Returns: None if an error occurs, ot...	[ "def", "get_characteristic_from_uuid", "(", "self", ",", "uuid", ")", ":", "if", "uuid", "in", "self", ".", "uuid_chars", ":", "logger", ".", "debug", "(", "'Returning cached info for char: {}'", ".", "format", "(", "uuid", ")", ")", "return", "self", ".", "...	36.5	0.002225
def version(path): """Obtain the packge version from a python file e.g. pkg/__init__.py See <https://packaging.python.org/en/latest/single_source_version.html>. """ version_file = read(path) version_match = re.search(r"""^__version__ = ['"]([^'"]*)['"]""", version_file,...	[ "def", "version", "(", "path", ")", ":", "version_file", "=", "read", "(", "path", ")", "version_match", "=", "re", ".", "search", "(", "r\"\"\"^__version__ = ['\"]([^'\"]*)['\"]\"\"\"", ",", "version_file", ",", "re", ".", "M", ")", "if", "version_match", ":"...	43.4	0.002257
def search_bm25(cls, term, weights=None, with_score=False, score_alias='score', explicit_ordering=False): """Full-text search for selected `term` using BM25 algorithm.""" return cls._search( term, weights, with_score, score_alias, ...	[ "def", "search_bm25", "(", "cls", ",", "term", ",", "weights", "=", "None", ",", "with_score", "=", "False", ",", "score_alias", "=", "'score'", ",", "explicit_ordering", "=", "False", ")", ":", "return", "cls", ".", "_search", "(", "term", ",", "weights...	35.8	0.008174
def ping(self, callback=None, kwargs): """ Ping request to check status of elasticsearch host """ self.client.fetch( self.mk_req('', method='HEAD', kwargs), callback = callback )	[ "def", "ping", "(", "self", ",", "callback", "=", "None", ",", "", "", "kwargs", ")", ":", "self", ".", "client", ".", "fetch", "(", "self", ".", "mk_req", "(", "''", ",", "method", "=", "'HEAD'", ",", "", "", "kwargs", ")", ",", "callback", ...	29.875	0.01626
def quickplot_ax(ax, data, xmin, xmax, xlabel, title=None, ylabel="Counts", counts=True, percentage=True, highlight=None): ''' TODO: redundant with quickplot(), need to be refactored. ''' if percentage: total_length = sum(data.values()) data = dict((k, v * 100. / total_l...	[ "def", "quickplot_ax", "(", "ax", ",", "data", ",", "xmin", ",", "xmax", ",", "xlabel", ",", "title", "=", "None", ",", "ylabel", "=", "\"Counts\"", ",", "counts", "=", "True", ",", "percentage", "=", "True", ",", "highlight", "=", "None", ")", ":", ...	32.857143	0.002111
def generator_telling_position(self) -> Iterator[Tuple[str, int]]: """ Create a generate that iterates the whole content of the file or string, and also tells which offset is now. :return: An iterator iterating tuples, containing lines of the text stream,... separated by ``'\\n'`` o...	[ "def", "generator_telling_position", "(", "self", ")", "->", "Iterator", "[", "Tuple", "[", "str", ",", "int", "]", "]", ":", "stream", "=", "self", ".", "stream", "# In case that ``self.stream`` is changed.", "stream", ".", "seek", "(", "0", ")", "for", "li...	49	0.009107
def clean_files(files): """Generates tuples with a ``file``-like object and a close indicator. This is a generator of tuples, where the first element is the file object and the second element is a boolean which is True if this module opened the file (and thus should close it). Raises ------ ...	[ "def", "clean_files", "(", "files", ")", ":", "if", "isinstance", "(", "files", ",", "(", "list", ",", "tuple", ")", ")", ":", "for", "f", "in", "files", ":", "yield", "clean_file", "(", "f", ")", "else", ":", "yield", "clean_file", "(", "files", "...	30.190476	0.001529
def dict_merge(dict_left, dict_right, merge_method='take_left_shallow'): """ Merge two dictionaries. This method does NOT modify dict_left or dict_right! Apply this method multiple times if the dictionary is nested. Parameters ---------- dict_left : dict dict_right: dict merge_met...	[ "def", "dict_merge", "(", "dict_left", ",", "dict_right", ",", "merge_method", "=", "'take_left_shallow'", ")", ":", "new_dict", "=", "{", "}", "if", "merge_method", "in", "[", "'take_right_shallow'", ",", "'take_right_deep'", "]", ":", "return", "_dict_merge_righ...	36.289474	0.000353
def getTriples(pointing): """Get all triples of a specified pointing ID. Defaults is to return a complete list triples.""" sql="SELECT id FROM triples t join triple_members m ON t.id=m.triple" sql+=" join bucket.exposure e on e.expnum=m.expnum " sql+=" WHERE pointing=%s group by id order by e.ex...	[ "def", "getTriples", "(", "pointing", ")", ":", "sql", "=", "\"SELECT id FROM triples t join triple_members m ON t.id=m.triple\"", "sql", "+=", "\" join bucket.exposure e on e.expnum=m.expnum \"", "sql", "+=", "\" WHERE pointing=%s group by id order by e.expnum \"", "cfeps", ".", ...	38.6	0.01519
def add_resourcegroupitems(scenario_id, items, scenario=None, **kwargs): """ Get all the items in a group, in a scenario. """ user_id = int(kwargs.get('user_id')) if scenario is None: scenario = _get_scenario(scenario_id, user_id) _check_network_ownership(scenario.network_id, user...	[ "def", "add_resourcegroupitems", "(", "scenario_id", ",", "items", ",", "scenario", "=", "None", ",", "", "", "kwargs", ")", ":", "user_id", "=", "int", "(", "kwargs", ".", "get", "(", "'user_id'", ")", ")", "if", "scenario", "is", "None", ":", "scen...	25.45	0.001894
def objective_to_model(self, x_objective): ''' This function serves as interface between objective input vectors and model input vectors''' x_model = [] for k in range(self.objective_dimensionality): variable = self.space_expanded[k] new_entry = variable.objecti...	[ "def", "objective_to_model", "(", "self", ",", "x_objective", ")", ":", "x_model", "=", "[", "]", "for", "k", "in", "range", "(", "self", ".", "objective_dimensionality", ")", ":", "variable", "=", "self", ".", "space_expanded", "[", "k", "]", "new_entry",...	32.916667	0.009852
def new_message_from_message_type(message_type): """Given an OpenFlow Message Type, return an empty message of that type. Args: messageType (:class:`~pyof.v0x01.common.header.Type`): Python-openflow message. Returns: Empty OpenFlow message of the requested message type. Ra...	[ "def", "new_message_from_message_type", "(", "message_type", ")", ":", "message_type", "=", "str", "(", "message_type", ")", "if", "message_type", "not", "in", "MESSAGE_TYPES", ":", "raise", "ValueError", "(", "'\"{}\" is not known.'", ".", "format", "(", "message_t...	27.695652	0.001517
def create_dataset_version(self, dataset_id): """ Create a new data set version. :param dataset_id: The ID of the dataset for which the version must be bumped. :type dataset_id: int :return: The new dataset version. :rtype: :class:`DatasetVersion` """ fai...	[ "def", "create_dataset_version", "(", "self", ",", "dataset_id", ")", ":", "failure_message", "=", "\"Failed to create dataset version for dataset {}\"", ".", "format", "(", "dataset_id", ")", "number", "=", "self", ".", "_get_success_json", "(", "self", ".", "_post_j...	46.153846	0.00817
def clean(self): """ delete all confirmations for the same content_object and the same field """ EmailConfirmation.objects.filter(content_type=self.content_type, object_id=self.object_id, email_field_name=self.email_field_name).delete()	[ "def", "clean", "(", "self", ")", ":", "EmailConfirmation", ".", "objects", ".", "filter", "(", "content_type", "=", "self", ".", "content_type", ",", "object_id", "=", "self", ".", "object_id", ",", "email_field_name", "=", "self", ".", "email_field_name", ...	44	0.011152
def cast_pars_dict(pars_dict): """Cast the bool and float elements of a parameters dict to the appropriate python types. """ o = {} for pname, pdict in pars_dict.items(): o[pname] = {} for k, v in pdict.items(): if k == 'free': o[pname][k] = bool(int(...	[ "def", "cast_pars_dict", "(", "pars_dict", ")", ":", "o", "=", "{", "}", "for", "pname", ",", "pdict", "in", "pars_dict", ".", "items", "(", ")", ":", "o", "[", "pname", "]", "=", "{", "}", "for", "k", ",", "v", "in", "pdict", ".", "items", "("...	20.761905	0.002193
def _proxy(self): """ Generate an instance context for the instance, the context is capable of performing various actions. All instance actions are proxied to the context :returns: AwsContext for this AwsInstance :rtype: twilio.rest.accounts.v1.credential.aws.AwsContext ...	[ "def", "_proxy", "(", "self", ")", ":", "if", "self", ".", "_context", "is", "None", ":", "self", ".", "_context", "=", "AwsContext", "(", "self", ".", "_version", ",", "sid", "=", "self", ".", "_solution", "[", "'sid'", "]", ",", ")", "return", "s...	41.818182	0.010638
def _validate_sub(claims, subject=None): """Validates that the 'sub' claim is valid. The "sub" (subject) claim identifies the principal that is the subject of the JWT. The claims in a JWT are normally statements about the subject. The subject value MUST either be scoped to be locally unique in th...	[ "def", "_validate_sub", "(", "claims", ",", "subject", "=", "None", ")", ":", "if", "'sub'", "not", "in", "claims", ":", "return", "if", "not", "isinstance", "(", "claims", "[", "'sub'", "]", ",", "string_types", ")", ":", "raise", "JWTClaimsError", "(",...	37.16	0.001049
def on_train_begin(self, **kwargs): "Add the metrics names to the `Recorder`." self.names = ifnone(self.learn.loss_func.metric_names, []) if not self.names: warn('LossMetrics requested but no loss_func.metric_names provided') self.learn.recorder.add_metric_names(self.names)	[ "def", "on_train_begin", "(", "self", ",", "", "", "kwargs", ")", ":", "self", ".", "names", "=", "ifnone", "(", "self", ".", "learn", ".", "loss_func", ".", "metric_names", ",", "[", "]", ")", "if", "not", "self", ".", "names", ":", "warn", "(",...	60.4	0.013072
def set_foregroundcolor(self, color): '''For the specified axes, sets the color of the frame, major ticks, tick labels, axis labels, title and legend ''' ax = self.ax for tl in ax.get_xticklines() + ax.get_yticklines(): tl.set_color(color) for spi...	[ "def", "set_foregroundcolor", "(", "self", ",", "color", ")", ":", "ax", "=", "self", ".", "ax", "for", "tl", "in", "ax", ".", "get_xticklines", "(", ")", "+", "ax", ".", "get_yticklines", "(", ")", ":", "tl", ".", "set_color", "(", "color", ")", "...	37.8125	0.024174
def handle_api_explorer_request(self, request, start_response): """Handler for requests to {base_path}/explorer. This calls start_response and returns the response body. Args: request: An ApiRequest, the request from the user. start_response: A function with semantics defined in PEP-333. ...	[ "def", "handle_api_explorer_request", "(", "self", ",", "request", ",", "start_response", ")", ":", "redirect_url", "=", "self", ".", "_get_explorer_redirect_url", "(", "request", ".", "server", ",", "request", ".", "port", ",", "request", ".", "base_path", ")",...	38.733333	0.001681
def markdown( source: str = None, source_path: str = None, preserve_lines: bool = False, font_size: float = None, **kwargs ): """ Renders the specified source string or source file using markdown and adds the resulting HTML to the notebook display. :param source...	[ "def", "markdown", "(", "source", ":", "str", "=", "None", ",", "source_path", ":", "str", "=", "None", ",", "preserve_lines", ":", "bool", "=", "False", ",", "font_size", ":", "float", "=", "None", ",", "", "", "kwargs", ")", ":", "r", "=", "_ge...	32.348837	0.001396
def find_config(revision): """Locate and return the default config for current revison.""" if not is_git_repo(): return None cfg_path = f"{revision}:.cherry_picker.toml" cmd = "git", "cat-file", "-t", cfg_path try: output = subprocess.check_output(cmd, stderr=subprocess.STDOUT) ...	[ "def", "find_config", "(", "revision", ")", ":", "if", "not", "is_git_repo", "(", ")", ":", "return", "None", "cfg_path", "=", "f\"{revision}:.cherry_picker.toml\"", "cmd", "=", "\"git\"", ",", "\"cat-file\"", ",", "\"-t\"", ",", "cfg_path", "try", ":", "outpu...	33.785714	0.002058
def email_link_expired(self, now=None): """ Check if email link expired """ if not now: now = datetime.datetime.utcnow() return self.email_link_expires < now	[ "def", "email_link_expired", "(", "self", ",", "now", "=", "None", ")", ":", "if", "not", "now", ":", "now", "=", "datetime", ".", "datetime", ".", "utcnow", "(", ")", "return", "self", ".", "email_link_expires", "<", "now" ]	44.5	0.016575
def is_empty_shape(sh: ShExJ.Shape) -> bool: """ Determine whether sh has any value """ return sh.closed is None and sh.expression is None and sh.extra is None and \ sh.semActs is None	[ "def", "is_empty_shape", "(", "sh", ":", "ShExJ", ".", "Shape", ")", "->", "bool", ":", "return", "sh", ".", "closed", "is", "None", "and", "sh", ".", "expression", "is", "None", "and", "sh", ".", "extra", "is", "None", "and", "sh", ".", "semActs", ...	52.25	0.014151
def get_startups_filtered_by(self, filter_='raising'): """ Get startups based on which companies are raising funding """ url = _STARTUP_RAISING.format(c_api=_C_API_BEGINNING, api=_API_VERSION, ...	[ "def", "get_startups_filtered_by", "(", "self", ",", "filter_", "=", "'raising'", ")", ":", "url", "=", "_STARTUP_RAISING", ".", "format", "(", "c_api", "=", "_C_API_BEGINNING", ",", "api", "=", "_API_VERSION", ",", "filter_", "=", "filter_", ",", "at", "=",...	60.5	0.014257
def _process_resp(request_id, response, is_success_func): """ :param request_id: campus url identifying the request :param response: the GET method response object :param is_success_func: the name of the function for verifying a success code :return: True if successful, False otherwise. ...	[ "def", "_process_resp", "(", "request_id", ",", "response", ",", "is_success_func", ")", ":", "if", "response", ".", "status", "!=", "200", ":", "raise", "DataFailureException", "(", "request_id", ",", "response", ".", "status", ",", "response", ".", "reason",...	40.5	0.000928
def print_formatted(datas): """Pretty print JSON DATA Argument: datas: dictionary of data """ if not datas: print("No data") exit(1) if isinstance(datas, list): # get all zones # API /zone without :identifier hr() print('%-20s %-8s %-12s' ...	[ "def", "print_formatted", "(", "datas", ")", ":", "if", "not", "datas", ":", "print", "(", "\"No data\"", ")", "exit", "(", "1", ")", "if", "isinstance", "(", "datas", ",", "list", ")", ":", "# get all zones", "# API /zone without :identifier", "hr", "(", ...	27.546218	0.000294
def p_mp_createClass(p): """mp_createClass : classDeclaration """ # pylint: disable=too-many-branches,too-many-statements,too-many-locals ns = p.parser.handle.default_namespace cc = p[1] try: fixedNS = fixedRefs = fixedSuper = False while not fixedNS or not fix...	[ "def", "p_mp_createClass", "(", "p", ")", ":", "# pylint: disable=too-many-branches,too-many-statements,too-many-locals", "ns", "=", "p", ".", "parser", ".", "handle", ".", "default_namespace", "cc", "=", "p", "[", "1", "]", "try", ":", "fixedNS", "=", "fixedRefs"...	46.4	0.000338
def _call_marginalizevperp(self,o,integrate_method='dopr54_c',*kwargs): """Call the DF, marginalizing over perpendicular velocity""" #Get d, l, vlos l= o.ll(obs=[1.,0.,0.],ro=1.)_DEGTORAD vlos= o.vlos(ro=1.,vo=1.,obs=[1.,0.,0.,0.,0.,0.]) R= o.R(use_physical=False) phi= ...	[ "def", "_call_marginalizevperp", "(", "self", ",", "o", ",", "integrate_method", "=", "'dopr54_c'", ",", "", "", "kwargs", ")", ":", "#Get d, l, vlos", "l", "=", "o", ".", "ll", "(", "obs", "=", "[", "1.", ",", "0.", ",", "0.", "]", ",", "ro", "=...	50.860465	0.027367
def ungrab_keyboard(self, time, onerror = None): """Ungrab a grabbed keyboard and any queued events. See XUngrabKeyboard(3X11).""" request.UngrabKeyboard(display = self.display, onerror = onerror, time = time)	[ "def", "ungrab_keyboard", "(", "self", ",", "time", ",", "onerror", "=", "None", ")", ":", "request", ".", "UngrabKeyboard", "(", "display", "=", "self", ".", "display", ",", "onerror", "=", "onerror", ",", "time", "=", "time", ")" ]	48.333333	0.033898
def _get_fields_info(self, cols, model_schema, filter_rel_fields, **kwargs): """ Returns a dict with fields detail from a marshmallow schema :param cols: list of columns to show info for :param model_schema: Marshmallow model schema :param filter_rel_fields: expe...	[ "def", "_get_fields_info", "(", "self", ",", "cols", ",", "model_schema", ",", "filter_rel_fields", ",", "", "", "kwargs", ")", ":", "ret", "=", "list", "(", ")", "for", "col", "in", "cols", ":", "page", "=", "page_size", "=", "None", "col_args", "="...	38.285714	0.00182
def begin_table(self, column_count): """Begins a table with the given 'column_count', required to automatically create the right amount of columns when adding items to the rows""" self.table_columns = column_count self.table_columns_left = 0 self.write('<table>')	[ "def", "begin_table", "(", "self", ",", "column_count", ")", ":", "self", ".", "table_columns", "=", "column_count", "self", ".", "table_columns_left", "=", "0", "self", ".", "write", "(", "'<table>'", ")" ]	50.166667	0.009804
def log_output(chan): """ logs the output from a remote command the input should be an open channel in the case of synchronous better_exec_command otherwise this will not log anything and simply return to the caller :param chan: :return: """ if hasattr(chan, "recv"): str = chan.recv(1024) ...	[ "def", "log_output", "(", "chan", ")", ":", "if", "hasattr", "(", "chan", ",", "\"recv\"", ")", ":", "str", "=", "chan", ".", "recv", "(", "1024", ")", "msgs", "=", "[", "]", "while", "len", "(", "str", ")", ">", "0", ":", "msgs", ".", "append"...	27.941176	0.014257
def reqMktData( self, contract: Contract, genericTickList: str = '', snapshot: bool = False, regulatorySnapshot: bool = False, mktDataOptions: List[TagValue] = None) -> Ticker: """ Subscribe to tick data or request a snapshot. Returns the Ticker that holds the...	[ "def", "reqMktData", "(", "self", ",", "contract", ":", "Contract", ",", "genericTickList", ":", "str", "=", "''", ",", "snapshot", ":", "bool", "=", "False", ",", "regulatorySnapshot", ":", "bool", "=", "False", ",", "mktDataOptions", ":", "List", "[", ...	46.660714	0.00075
def decode_utf8(f): """Decode a utf-8 string encoded as described in MQTT Version 3.1.1 section 1.5.3 line 177. This is a 16-bit unsigned length followed by a utf-8 encoded string. Parameters ---------- f: file File-like object with read method. Raises ------ UnderflowDeco...	[ "def", "decode_utf8", "(", "f", ")", ":", "decode", "=", "codecs", ".", "getdecoder", "(", "'utf8'", ")", "buf", "=", "f", ".", "read", "(", "FIELD_U16", ".", "size", ")", "if", "len", "(", "buf", ")", "<", "FIELD_U16", ".", "size", ":", "raise", ...	25.340909	0.000864
def add(self, username, user_api, filename=None): """ Add SSH public key to a user's profile. Args: username: Username to attach SSH public key to filename: Filename containing keys to add (optional) Raises: ldap3.core.exceptions.LDAPNoSuchAttributeR...	[ "def", "add", "(", "self", ",", "username", ",", "user_api", ",", "filename", "=", "None", ")", ":", "keys", "=", "API", ".", "__get_keys", "(", "filename", ")", "user", "=", "user_api", ".", "find", "(", "username", ")", "[", "0", "]", "distinguishe...	38.7	0.001681
def get_gravatar(email, size=80, rating='g', default=None, protocol=PROTOCOL): """ Return url for a Gravatar. """ gravatar_protocols = {'http': 'http://www', 'https': 'https://secure'} url = '%s.gravatar.com/avatar/%s' % ( gravatar_protocols[protoco...	[ "def", "get_gravatar", "(", "email", ",", "size", "=", "80", ",", "rating", "=", "'g'", ",", "default", "=", "None", ",", "protocol", "=", "PROTOCOL", ")", ":", "gravatar_protocols", "=", "{", "'http'", ":", "'http://www'", ",", "'https'", ":", "'https:/...	33.875	0.001795
def _download_log(self, url, output_file): """Saves log returned by the message bus.""" logger.info("Saving log %s to %s", url, output_file) def _do_log_download(): try: return self.session.get(url) # pylint: disable=broad-except except Except...	[ "def", "_download_log", "(", "self", ",", "url", ",", "output_file", ")", ":", "logger", ".", "info", "(", "\"Saving log %s to %s\"", ",", "url", ",", "output_file", ")", "def", "_do_log_download", "(", ")", ":", "try", ":", "return", "self", ".", "session...	34.652174	0.002442
def process_json(json_dict): """Return an EidosProcessor by processing a Eidos JSON-LD dict. Parameters ---------- json_dict : dict The JSON-LD dict to be processed. Returns ------- ep : EidosProcessor A EidosProcessor containing the extracted INDRA Statements in it...	[ "def", "process_json", "(", "json_dict", ")", ":", "ep", "=", "EidosProcessor", "(", "json_dict", ")", "ep", ".", "extract_causal_relations", "(", ")", "ep", ".", "extract_correlations", "(", ")", "ep", ".", "extract_events", "(", ")", "return", "ep" ]	24.736842	0.002049
def admin_tools_render_menu_item(context, item, index=None): """ Template tag that renders a given menu item, it takes a ``MenuItem`` instance as unique parameter. """ item.init_with_context(context) context.update({ 'template': item.template, 'item': item, 'index': inde...	[ "def", "admin_tools_render_menu_item", "(", "context", ",", "item", ",", "index", "=", "None", ")", ":", "item", ".", "init_with_context", "(", "context", ")", "context", ".", "update", "(", "{", "'template'", ":", "item", ".", "template", ",", "'item'", "...	31	0.002088

def copy(self): """ Return a copy of the limit """ return Limit(self.scan_limit, self.item_limit, self.min_scan_limit, self.strict, self.filter)

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def extract_references_from_wets(wet_files, metadata_dir, out_dir, tmp_dir=None): """Extract references from WET files into sharded output files.""" # Setup output files shard_files = make_ref_shard_files(out_dir) num_refs = 0 for i, wet_file in enumerate(wet_files): num_...

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def quiver( x, y, z, u, v, w, size=default_size * 10, size_selected=default_size_selected * 10, color=default_color, color_selected=default_color_selected, marker="arrow", **kwargs ): """Create a quiver plot, which is like a scatter plot but with arrows pointing in th...

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def __set_amount(self, value): ''' Sets the amount of the payment operation. @param value:float ''' try: self.__amount = quantize(Decimal(str(value))) except: raise ValueError('Invalid amount value')

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def transform(self, X): """Use the model to transform new data to Shared Response space Parameters ---------- X : list of 2D arrays, element i has shape=[voxels_i, timepoints_i] Each element in the list contains the fMRI data of one subject. Returns -------...

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def conditionally_trigger(context, dag_run_obj): """This function decides whether or not to Trigger the remote DAG""" c_p = context['params']['condition_param'] print("Controller DAG : conditionally_trigger = {}".format(c_p)) if context['params']['condition_param']: dag_run_obj.payload = {'messa...

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def new_job( self, task, person, tank, target_host, target_port, loadscheme=None, detailed_time=None, notify_list=None, trace=False): """ :return: job_nr, upload_token :rtype: ...

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def buckets(self, start, end): ''' Calculate the buckets within a starting and ending timestamp. ''' rval = [ self.to_bucket(start) ] step = 1 # In theory there's already been a check that end>start # TODO: Not a fan of an unbound while loop here while True: bucket = self.to_bucke...

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def chi_p_from_spherical(mass1, mass2, spin1_a, spin1_azimuthal, spin1_polar, spin2_a, spin2_azimuthal, spin2_polar): """Returns the effective precession spin using spins in spherical coordinates. """ spin1x, spin1y, _ = _spherical_to_cartesian( spin1_a, spin1_azimuthal,...

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def serialize(self, data, fmt='%10.7E'): """ Serialize a collection of ground motion fields to XML. :param data: An iterable of "GMF set" objects. Each "GMF set" object should: * have an `investigation_time` attribute * have an `stochastic_event_...

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def load_SUEWS_Forcing_met_df_pattern(path_input, forcingfile_met_pattern): """Short summary. Parameters ---------- forcingfile_met_pattern : type Description of parameter `forcingfile_met_pattern`. Returns ------- type Description of returned object. """ # list o...

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def parseArgs(): # pragma: no cover """Parses the command line options and arguments. :returns: A :py:class:`argparse.Namespace` object created by the :py:mod:`argparse` module. It contains the values of the different options. ===================== ====== =====================...

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def _translate_language_name(self, language_name): """ Translate a human readable langauge name into its Ideone integer representation. Keyword Arguments ----------------- * langauge_name: a string of the language (e.g. "c++") Returns ------- A...

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def deltas(self): """ Dictionary of relative offsets. The keys in the result are pairs of keys from the offset vector, (a, b), and the values are the relative offsets, (offset[b] - offset[a]). Raises ValueError if the offsetvector is empty (WARNING: this behaviour might change in the future). Example: ...

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def create(conversion_finder, parsed_att: Any, attribute_type: Type[Any], errors: Dict[Type, Exception] = None): """ Helper method provided because we actually can't put that in the constructor, it creates a bug in Nose tests https://github.com/nose-devs/nose/issues/725 :param parsed_at...

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def do_d(self, line): """Send the Master a DoubleBitBinaryInput (group 4) value of DETERMINED_ON. Command syntax is: d index""" index = self.index_from_line(line) if index: self.application.apply_update(opendnp3.DoubleBitBinary(opendnp3.DoubleBit.DETERMINED_ON), index)

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def run_command(command, capture=None, check=False, encoding='utf-8', shell=False, env=None): """This function provides a convenient API wrapping subprocess.Popen. Captured output is guaranteed not to deadlock, but will still reside in memory in the end. :param command: The command to run in a subprocess. ...

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async def removeKeyPair(self, *args, **kwargs): """ Ensure a KeyPair for a given worker type does not exist Ensure that a keypair of a given name does not exist. This method is ``experimental`` """ return await self._makeApiCall(self.funcinfo["removeKeyPair"], *args, *...

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def _compute_valid(self): r"""Determines if the current surface is "valid". Does this by checking if the Jacobian of the map from the reference triangle is everywhere positive. Returns: bool: Flag indicating if the current surface is valid. Raises: NotI...

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39.314286

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def tee(iterable, n=2): """Return n independent iterators from a single iterable. Once tee() has made a split, the original iterable should not be used anywhere else; otherwise, the iterable could get advanced without the tee objects being informed. This itertool may require significant auxiliary ...

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def __fill_buffer(self, size=0): """Fills the internal buffer. Args: size: Number of bytes to read. Will be clamped to [self.__buffer_size, MAX_BLOB_FETCH_SIZE]. """ read_size = min(max(size, self.__buffer_size), MAX_BLOB_FETCH_SIZE) self.__buffer = fetch_data(self.__blob_key, self._...

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35.461538

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def all_finite(self,X): """returns true if X is finite, false, otherwise""" # Adapted from sklearn utils: _assert_all_finite(X) # First try an O(n) time, O(1) space solution for the common case that # everything is finite; fall back to O(n) space np.isfinite to prevent # false po...

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56.692308

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def find_python(): """Search for Python automatically""" python = ( _state.get("pythonExecutable") or # Support for multiple executables. next(( exe for exe in os.getenv("PYBLISH_QML_PYTHON_EXECUTABLE", "").split(os.pathsep) if os.path.isfile(exe)), N...

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26.047619

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def get_entities_query(namespace, workspace, etype, page=1, page_size=100, sort_direction="asc", filter_terms=None): """Paginated version of get_entities_with_type. Args: namespace (str): project to which workspace belongs workspace (str): Workspace...

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0.009346

def _auth_required(method, validator): """Decorate a HTTP verb method and check the request is authenticated :param method: a tornado.web.RequestHandler method :param validator: a token validation coroutine, that should return True/False depending if token is or is not valid """ @gen.coroutine ...

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def _compute(self): """Compute r min max and labels position""" delta = 2 * pi / self._len if self._len else 0 self._x_pos = [.5 * pi + i * delta for i in range(self._len + 1)] for serie in self.all_series: serie.points = [(v, self._x_pos[i]) for i...

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38.961538

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def _regex_flags_from_bits(self, bits): """Return the textual equivalent of numerically encoded regex flags.""" flags = 'ilmsuxa' return ''.join(flags[i - 1] if (1 << i) & bits else '' for i in range(1, len(flags) + 1))

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60

0.012346

def initialize_particle(rng, domain, fitness_function): """ Initializes a particle within a domain. Args: rng: numpy.random.RandomState: The random number generator. domain: cipy.problems.core.Domain: The domain of the problem. Returns: cipy.algorithms.pso.Particle: A new, fully ini...

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def list_motors(name_pattern=Motor.SYSTEM_DEVICE_NAME_CONVENTION, **kwargs): """ This is a generator function that enumerates all tacho motors that match the provided arguments. Parameters: name_pattern: pattern that device name should match. For example, 'motor*'. Default value: '*...

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def GetAttachmentIdFromMediaId(media_id): """Gets attachment id from media id. :param str media_id: :return: The attachment id from the media id. :rtype: str """ altchars = '+-' if not six.PY2: altchars = altchars.encode('utf-8') # altchars for '+' and '/'. We keep '+' ...

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def set_error_callback(cbfun): ''' Sets the error callback. Wrapper for: GLFWerrorfun glfwSetErrorCallback(GLFWerrorfun cbfun); ''' global _error_callback previous_callback = _error_callback if cbfun is None: cbfun = 0 c_cbfun = _GLFWerrorfun(cbfun) _error_callback =...

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def _merge(d, u): """Merge two dictionaries (or DotDicts) together. Args: d: The dictionary/DotDict to merge into. u: The source of the data to merge. """ for k, v in u.items(): # if we have a mapping, recursively merge the values if isinstance(v, collections.Mapping...

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def interpolate_xml_array(data, low_res_coords, shape, chunks): """Interpolate arbitrary size dataset to a full sized grid.""" xpoints, ypoints = low_res_coords return interpolate_xarray_linear(xpoints, ypoints, data, shape, chunks=chunks)

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def coarsen(self, dim: Optional[Mapping[Hashable, int]] = None, boundary: str = 'exact', side: Union[str, Mapping[Hashable, str]] = 'left', coord_func: str = 'mean', **dim_kwargs: int): """ Coarsen object. Parameters ------...

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def get_fileinfo(self, name: str): ''' get a `FileInfo` for a file (without create actual file). ''' return FileInfo(os.path.join(self._path, name))

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def searchPhotos(self, title, **kwargs): """ Search for a photo. See :func:`~plexapi.library.LibrarySection.search()` for usage. """ return self.search(libtype='photo', title=title, **kwargs)

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def create(self, index, doc_type, body, id=None, params=None): """ Adds a typed JSON document in a specific index, making it searchable. Behind the scenes this method calls index(..., op_type='create') `<http://elasticsearch.org/guide/reference/api/index_/>`_ :arg index: The nam...

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def install(self): """Create folder and copy agent and metrics scripts to remote host""" logger.info( "Installing monitoring agent at %s@%s...", self.username, self.host) # create remote temp dir cmd = self.python + ' -c "import tempfile; print tempfi...

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def setRGB(self, pixel, r, g, b): """Set single pixel using individual RGB values instead of tuple""" self._set_base(pixel, (r, g, b))

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def create_asset_content(self, asset_content_form=None): """Creates new ``AssetContent`` for a given asset. arg: asset_content_form (osid.repository.AssetContentForm): the form for this ``AssetContent`` return: (osid.repository.AssetContent) - the new ``AssetC...

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def best_representative(d1, d2): """ Given two objects each coerced to the most specific type possible, return the one of the least restrictive type. >>> best_representative(Decimal('-37.5'), Decimal('0.9999')) Decimal('-99.9999') >>> best_representative(None, Decimal('6.1')) Decimal('6.1')...

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def get_dataset(dataset_id,**kwargs): """ Get a single dataset, by ID """ user_id = int(kwargs.get('user_id')) if dataset_id is None: return None try: dataset_rs = db.DBSession.query(Dataset.id, Dataset.type, Dataset.unit_id, ...

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def extract_constant(code, symbol, default=-1): """Extract the constant value of 'symbol' from 'code' If the name 'symbol' is bound to a constant value by the Python code object 'code', return that value. If 'symbol' is bound to an expression, return 'default'. Otherwise, return 'None'. Return v...

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def acquire_lock(self, name): """ Wait for a lock with name. This will prevent other processes from acquiring the lock with the name while it is held. Thus they will wait in the position where they are acquiring the lock until the process that has it releases it. ...

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def mkstemp(*args, **kwargs): """ Context manager similar to tempfile.NamedTemporaryFile except the file is not deleted on close, and only the filepath is returned .. warnings:: Unlike tempfile.mkstemp, this is not secure """ fd, filename = tempfile.mkstemp(*args, **kwargs) os.close(fd) try: yield f...

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def common_parent(coords, parent_zoom): """ Return the common parent for coords Also check that all coords do indeed share the same parent coordinate. """ parent = None for coord in coords: assert parent_zoom <= coord.zoom coord_parent = coord.zoomTo(parent_zoom).container() ...

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def walk( self, fs, # type: FS path="/", # type: Text namespaces=None, # type: Optional[Collection[Text]] ): # type: (...) -> Iterator[Step] """Walk the directory structure of a filesystem. Arguments: fs (FS): A filesystem instance. ...

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def get_numeric_feature_names(example): """Returns a list of feature names for float and int64 type features. Args: example: An example. Returns: A list of strings of the names of numeric features. """ numeric_features = ('float_list', 'int64_list') features = get_example_features(example) retur...

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def _do_identity_policy_create(args): """Executes the 'policy create' subcommand. Given a key file, and a series of entries, it generates a batch of sawtooth_identity transactions in a BatchList instance. The BatchList is either stored to a file or submitted to a validator, depending on the supplied CL...

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def write_facades(captures, options): """ Write the Facades to the appropriate _client<version>.py """ for version in sorted(captures.keys()): filename = "{}/_client{}.py".format(options.output_dir, version) with open(filename, "w") as f: f.write(HEADER) f.write(...

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def fulfill(self, agreement_id, amount, receiver_address, sender_address, lock_condition_id, release_condition_id, account): """ Fulfill the escrow reward condition. :param agreement_...

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def setContentsMargins(self, left, top, right, bottom): """ Sets the contents margins for this node to the inputed values. :param left | <int> top | <int> right | <int> bottom | <int> """ self._ma...

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def mongodb_drop_database(database_name): """Drop Database""" try: mongodb_client_url = getattr(settings, 'MONGODB_CLIENT', 'mongodb://localhost:27017/') mc = MongoClient(mongodb_client_url,document_class=OrderedDict) mc.drop_database(database_name) ...

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def _in(self, *lst): """Build out the in clause. Using _in due to shadowing for in""" self.terms.append('in (%s)' % ', '.join(['"%s"' % x for x in lst])) return self

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def parse(args): """Parse command-line arguments. Arguments may consist of any combination of directories, files, and options.""" import argparse parser = argparse.ArgumentParser( add_help=False, description="Remove spam and advertising from subtitle files.", usage="%(prog)s [O...

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def flp_nonlinear_soco(I,J,d,M,f,c): """flp_nonlinear_soco -- use Parameters: - I: set of customers - J: set of facilities - d[i]: demand for product i - M[j]: capacity of facility j - f[j]: fixed cost for using a facility in point j - c[i,j]: unit cost of servic...

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def delocate_tree_libs(lib_dict, lib_path, root_path): """ Move needed libraries in `lib_dict` into `lib_path` `lib_dict` has keys naming libraries required by the files in the corresponding value. Call the keys, "required libs". Call the values "requiring objects". Copy all the required libs to...

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def applet_rename(object_id, input_params={}, always_retry=True, **kwargs): """ Invokes the /applet-xxxx/rename API method. For more info, see: https://wiki.dnanexus.com/API-Specification-v1.0.0/Name#API-method%3A-%2Fclass-xxxx%2Frename """ return DXHTTPRequest('/%s/rename' % object_id, input_param...

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def find(self, *args): """ Find a node in the tree. If the node is not found it is added first and then returned. :param args: a tuple :return: returns the node """ curr_node = self.__root return self.__traverse(curr_node, 0, *args)

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def __mesh_coords(ax_type, coords, n, **kwargs): '''Compute axis coordinates''' if coords is not None: if len(coords) < n: raise ParameterError('Coordinate shape mismatch: ' '{}<{}'.format(len(coords), n)) return coords coord_map = {'linear': __...

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def get_characteristic_from_uuid(self, uuid): """Given a characteristic UUID, return a :class:`Characteristic` object containing information about that characteristic Args: uuid (str): a string containing the hex-encoded UUID Returns: None if an error occurs, ot...

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def version(path): """Obtain the packge version from a python file e.g. pkg/__init__.py See <https://packaging.python.org/en/latest/single_source_version.html>. """ version_file = read(path) version_match = re.search(r"""^__version__ = ['"]([^'"]*)['"]""", version_file,...

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def search_bm25(cls, term, weights=None, with_score=False, score_alias='score', explicit_ordering=False): """Full-text search for selected `term` using BM25 algorithm.""" return cls._search( term, weights, with_score, score_alias, ...

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def ping(self, callback=None, **kwargs): """ Ping request to check status of elasticsearch host """ self.client.fetch( self.mk_req('', method='HEAD', **kwargs), callback = callback )

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def quickplot_ax(ax, data, xmin, xmax, xlabel, title=None, ylabel="Counts", counts=True, percentage=True, highlight=None): ''' TODO: redundant with quickplot(), need to be refactored. ''' if percentage: total_length = sum(data.values()) data = dict((k, v * 100. / total_l...

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def generator_telling_position(self) -> Iterator[Tuple[str, int]]: """ Create a generate that iterates the whole content of the file or string, and also tells which offset is now. :return: An iterator iterating tuples, containing lines of the text stream,... separated by ``'\\n'`` o...

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def clean_files(files): """Generates tuples with a ``file``-like object and a close indicator. This is a generator of tuples, where the first element is the file object and the second element is a boolean which is True if this module opened the file (and thus should close it). Raises ------ ...

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def dict_merge(dict_left, dict_right, merge_method='take_left_shallow'): """ Merge two dictionaries. This method does NOT modify dict_left or dict_right! Apply this method multiple times if the dictionary is nested. Parameters ---------- dict_left : dict dict_right: dict merge_met...

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def getTriples(pointing): """Get all triples of a specified pointing ID. Defaults is to return a complete list triples.""" sql="SELECT id FROM triples t join triple_members m ON t.id=m.triple" sql+=" join bucket.exposure e on e.expnum=m.expnum " sql+=" WHERE pointing=%s group by id order by e.ex...

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def add_resourcegroupitems(scenario_id, items, scenario=None, **kwargs): """ Get all the items in a group, in a scenario. """ user_id = int(kwargs.get('user_id')) if scenario is None: scenario = _get_scenario(scenario_id, user_id) _check_network_ownership(scenario.network_id, user...

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def objective_to_model(self, x_objective): ''' This function serves as interface between objective input vectors and model input vectors''' x_model = [] for k in range(self.objective_dimensionality): variable = self.space_expanded[k] new_entry = variable.objecti...

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def new_message_from_message_type(message_type): """Given an OpenFlow Message Type, return an empty message of that type. Args: messageType (:class:`~pyof.v0x01.common.header.Type`): Python-openflow message. Returns: Empty OpenFlow message of the requested message type. Ra...

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def create_dataset_version(self, dataset_id): """ Create a new data set version. :param dataset_id: The ID of the dataset for which the version must be bumped. :type dataset_id: int :return: The new dataset version. :rtype: :class:`DatasetVersion` """ fai...

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def clean(self): """ delete all confirmations for the same content_object and the same field """ EmailConfirmation.objects.filter(content_type=self.content_type, object_id=self.object_id, email_field_name=self.email_field_name).delete()

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def cast_pars_dict(pars_dict): """Cast the bool and float elements of a parameters dict to the appropriate python types. """ o = {} for pname, pdict in pars_dict.items(): o[pname] = {} for k, v in pdict.items(): if k == 'free': o[pname][k] = bool(int(...

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def _proxy(self): """ Generate an instance context for the instance, the context is capable of performing various actions. All instance actions are proxied to the context :returns: AwsContext for this AwsInstance :rtype: twilio.rest.accounts.v1.credential.aws.AwsContext ...

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def _validate_sub(claims, subject=None): """Validates that the 'sub' claim is valid. The "sub" (subject) claim identifies the principal that is the subject of the JWT. The claims in a JWT are normally statements about the subject. The subject value MUST either be scoped to be locally unique in th...

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def on_train_begin(self, **kwargs): "Add the metrics names to the `Recorder`." self.names = ifnone(self.learn.loss_func.metric_names, []) if not self.names: warn('LossMetrics requested but no loss_func.metric_names provided') self.learn.recorder.add_metric_names(self.names)

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def set_foregroundcolor(self, color): '''For the specified axes, sets the color of the frame, major ticks, tick labels, axis labels, title and legend ''' ax = self.ax for tl in ax.get_xticklines() + ax.get_yticklines(): tl.set_color(color) for spi...

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def handle_api_explorer_request(self, request, start_response): """Handler for requests to {base_path}/explorer. This calls start_response and returns the response body. Args: request: An ApiRequest, the request from the user. start_response: A function with semantics defined in PEP-333. ...

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def markdown( source: str = None, source_path: str = None, preserve_lines: bool = False, font_size: float = None, **kwargs ): """ Renders the specified source string or source file using markdown and adds the resulting HTML to the notebook display. :param source...

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def find_config(revision): """Locate and return the default config for current revison.""" if not is_git_repo(): return None cfg_path = f"{revision}:.cherry_picker.toml" cmd = "git", "cat-file", "-t", cfg_path try: output = subprocess.check_output(cmd, stderr=subprocess.STDOUT) ...

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def email_link_expired(self, now=None): """ Check if email link expired """ if not now: now = datetime.datetime.utcnow() return self.email_link_expires < now

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def is_empty_shape(sh: ShExJ.Shape) -> bool: """ Determine whether sh has any value """ return sh.closed is None and sh.expression is None and sh.extra is None and \ sh.semActs is None

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def get_startups_filtered_by(self, filter_='raising'): """ Get startups based on which companies are raising funding """ url = _STARTUP_RAISING.format(c_api=_C_API_BEGINNING, api=_API_VERSION, ...

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def _process_resp(request_id, response, is_success_func): """ :param request_id: campus url identifying the request :param response: the GET method response object :param is_success_func: the name of the function for verifying a success code :return: True if successful, False otherwise. ...

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def print_formatted(datas): """Pretty print JSON DATA Argument: datas: dictionary of data """ if not datas: print("No data") exit(1) if isinstance(datas, list): # get all zones # API /zone without :identifier hr() print('%-20s %-8s %-12s' ...

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def p_mp_createClass(p): """mp_createClass : classDeclaration """ # pylint: disable=too-many-branches,too-many-statements,too-many-locals ns = p.parser.handle.default_namespace cc = p[1] try: fixedNS = fixedRefs = fixedSuper = False while not fixedNS or not fix...

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def _call_marginalizevperp(self,o,integrate_method='dopr54_c',**kwargs): """Call the DF, marginalizing over perpendicular velocity""" #Get d, l, vlos l= o.ll(obs=[1.,0.,0.],ro=1.)*_DEGTORAD vlos= o.vlos(ro=1.,vo=1.,obs=[1.,0.,0.,0.,0.,0.]) R= o.R(use_physical=False) phi= ...

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def ungrab_keyboard(self, time, onerror = None): """Ungrab a grabbed keyboard and any queued events. See XUngrabKeyboard(3X11).""" request.UngrabKeyboard(display = self.display, onerror = onerror, time = time)

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def _get_fields_info(self, cols, model_schema, filter_rel_fields, **kwargs): """ Returns a dict with fields detail from a marshmallow schema :param cols: list of columns to show info for :param model_schema: Marshmallow model schema :param filter_rel_fields: expe...

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def begin_table(self, column_count): """Begins a table with the given 'column_count', required to automatically create the right amount of columns when adding items to the rows""" self.table_columns = column_count self.table_columns_left = 0 self.write('<table>')

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def log_output(chan): """ logs the output from a remote command the input should be an open channel in the case of synchronous better_exec_command otherwise this will not log anything and simply return to the caller :param chan: :return: """ if hasattr(chan, "recv"): str = chan.recv(1024) ...

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def reqMktData( self, contract: Contract, genericTickList: str = '', snapshot: bool = False, regulatorySnapshot: bool = False, mktDataOptions: List[TagValue] = None) -> Ticker: """ Subscribe to tick data or request a snapshot. Returns the Ticker that holds the...

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def decode_utf8(f): """Decode a utf-8 string encoded as described in MQTT Version 3.1.1 section 1.5.3 line 177. This is a 16-bit unsigned length followed by a utf-8 encoded string. Parameters ---------- f: file File-like object with read method. Raises ------ UnderflowDeco...

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def add(self, username, user_api, filename=None): """ Add SSH public key to a user's profile. Args: username: Username to attach SSH public key to filename: Filename containing keys to add (optional) Raises: ldap3.core.exceptions.LDAPNoSuchAttributeR...

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def get_gravatar(email, size=80, rating='g', default=None, protocol=PROTOCOL): """ Return url for a Gravatar. """ gravatar_protocols = {'http': 'http://www', 'https': 'https://secure'} url = '%s.gravatar.com/avatar/%s' % ( gravatar_protocols[protoco...

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def _download_log(self, url, output_file): """Saves log returned by the message bus.""" logger.info("Saving log %s to %s", url, output_file) def _do_log_download(): try: return self.session.get(url) # pylint: disable=broad-except except Except...

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def process_json(json_dict): """Return an EidosProcessor by processing a Eidos JSON-LD dict. Parameters ---------- json_dict : dict The JSON-LD dict to be processed. Returns ------- ep : EidosProcessor A EidosProcessor containing the extracted INDRA Statements in it...

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def admin_tools_render_menu_item(context, item, index=None): """ Template tag that renders a given menu item, it takes a ``MenuItem`` instance as unique parameter. """ item.init_with_context(context) context.update({ 'template': item.template, 'item': item, 'index': inde...

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