kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def isKeyboardShown(self): ''' Whether the keyboard is displayed. ''' self.__checkTransport() dim = self.shell('dumpsys input_method') if dim: # FIXME: API >= 15 ? return "mInputShown=true" in dim return False	[ "def", "isKeyboardShown", "(", "self", ")", ":", "self", ".", "__checkTransport", "(", ")", "dim", "=", "self", ".", "shell", "(", "'dumpsys input_method'", ")", "if", "dim", ":", "# FIXME: API >= 15 ?", "return", "\"mInputShown=true\"", "in", "dim", "return", ...	25.454545	17.090909
def scene_name(sequence_number, scene_id, name): """Create a scene.name message""" return MessageWriter().string("scene.name").uint64(sequence_number).uint32(scene_id).string(name).get()	[ "def", "scene_name", "(", "sequence_number", ",", "scene_id", ",", "name", ")", ":", "return", "MessageWriter", "(", ")", ".", "string", "(", "\"scene.name\"", ")", ".", "uint64", "(", "sequence_number", ")", ".", "uint32", "(", "scene_id", ")", ".", "stri...	66.666667	26.333333
def show_url(context, **kwargs): """Return the show feed URL with different protocol.""" if len(kwargs) != 2: raise TemplateSyntaxError(_('"show_url" tag takes exactly two keyword arguments.')) request = context['request'] current_site = get_current_site(request) url = add_domain(current_sit...	[ "def", "show_url", "(", "context", ",", "", "", "kwargs", ")", ":", "if", "len", "(", "kwargs", ")", "!=", "2", ":", "raise", "TemplateSyntaxError", "(", "_", "(", "'\"show_url\" tag takes exactly two keyword arguments.'", ")", ")", "request", "=", "context"...	50.75	16.375
def sync(self): """ Syncs the information for this settings out to the file system. """ if self._customFormat: self._customFormat.save(self.fileName()) else: super(XSettings, self).sync()	[ "def", "sync", "(", "self", ")", ":", "if", "self", ".", "_customFormat", ":", "self", ".", "_customFormat", ".", "save", "(", "self", ".", "fileName", "(", ")", ")", "else", ":", "super", "(", "XSettings", ",", "self", ")", ".", "sync", "(", ")" ]	31.375	13.125
def tshift(self, periods=1, freq=None, axis=0): """ Shift the time index, using the index's frequency if available. Parameters ---------- periods : int Number of periods to move, can be positive or negative freq : DateOffset, timedelta, or time rule string, d...	[ "def", "tshift", "(", "self", ",", "periods", "=", "1", ",", "freq", "=", "None", ",", "axis", "=", "0", ")", ":", "index", "=", "self", ".", "_get_axis", "(", "axis", ")", "if", "freq", "is", "None", ":", "freq", "=", "getattr", "(", "index", ...	32.821429	21.25
def get_default_plugin(cls): ''' Return a default plugin. ''' from importlib import import_module from django.conf import settings default_plugin = getattr(settings, 'ACCESS_DEFAULT_PLUGIN', "access.plugins.DjangoAccessPlugin") if default_plugin not in cls.default...	[ "def", "get_default_plugin", "(", "cls", ")", ":", "from", "importlib", "import", "import_module", "from", "django", ".", "conf", "import", "settings", "default_plugin", "=", "getattr", "(", "settings", ",", "'ACCESS_DEFAULT_PLUGIN'", ",", "\"access.plugins.DjangoAcce...	47.2	18.4
def domain_capabilities(emulator=None, arch=None, machine=None, domain=None, **kwargs): ''' Return the domain capabilities given an emulator, architecture, machine or virtualization type. .. versionadded:: 2019.2.0 :param emulator: return the capabilities for the given emulator binary :param arch:...	[ "def", "domain_capabilities", "(", "emulator", "=", "None", ",", "arch", "=", "None", ",", "machine", "=", "None", ",", "domain", "=", "None", ",", "", "", "kwargs", ")", ":", "conn", "=", "__get_conn", "(", "", "", "kwargs", ")", "result", "=", ...	36.371429	31.8
def node_dependencies(context: Context): """ Updates node.js dependencies """ args = ['--loglevel', {0: 'silent', 1: 'warn', 2: 'info'}[context.verbosity]] if not context.use_colour: args.append('--color false') args.append('install') return context.shell('npm', *args)	[ "def", "node_dependencies", "(", "context", ":", "Context", ")", ":", "args", "=", "[", "'--loglevel'", ",", "{", "0", ":", "'silent'", ",", "1", ":", "'warn'", ",", "2", ":", "'info'", "}", "[", "context", ".", "verbosity", "]", "]", "if", "not", ...	33	8.777778
def remove_lib(lib_name): """remove library. :param lib_name: library name (e.g. 'PS2Keyboard') :rtype: None """ targ_dlib = libraries_dir() / lib_name log.debug('remove %s', targ_dlib) targ_dlib.rmtree()	[ "def", "remove_lib", "(", "lib_name", ")", ":", "targ_dlib", "=", "libraries_dir", "(", ")", "/", "lib_name", "log", ".", "debug", "(", "'remove %s'", ",", "targ_dlib", ")", "targ_dlib", ".", "rmtree", "(", ")" ]	22.5	15.6
def getPk(self): ''' getPk - @see ForeignLinkData.getPk ''' if not self.pk or None in self.pk: for i in range( len(self.pk) ): if self.pk[i]: continue if self.obj[i] and self.obj[i]._id: self.pk[i] = self.obj[i]._id return self.pk	[ "def", "getPk", "(", "self", ")", ":", "if", "not", "self", ".", "pk", "or", "None", "in", "self", ".", "pk", ":", "for", "i", "in", "range", "(", "len", "(", "self", ".", "pk", ")", ")", ":", "if", "self", ".", "pk", "[", "i", "]", ":", ...	19.384615	20.615385
def p_expr_assign(p): '''expr : variable EQUALS expr \| variable EQUALS AND expr''' if len(p) == 5: p[0] = ast.Assignment(p[1], p[4], True, lineno=p.lineno(2)) else: p[0] = ast.Assignment(p[1], p[3], False, lineno=p.lineno(2))	[ "def", "p_expr_assign", "(", "p", ")", ":", "if", "len", "(", "p", ")", "==", "5", ":", "p", "[", "0", "]", "=", "ast", ".", "Assignment", "(", "p", "[", "1", "]", ",", "p", "[", "4", "]", ",", "True", ",", "lineno", "=", "p", ".", "linen...	37	19
def get_breadcrumbs(url, request=None): """ Given a url returns a list of breadcrumbs, which are each a tuple of (name, url). """ from wave.reverse import preserve_builtin_query_params from wave.settings import api_settings from wave.views import APIView view_name_func = api_settings.VI...	[ "def", "get_breadcrumbs", "(", "url", ",", "request", "=", "None", ")", ":", "from", "wave", ".", "reverse", "import", "preserve_builtin_query_params", "from", "wave", ".", "settings", "import", "api_settings", "from", "wave", ".", "views", "import", "APIView", ...	37.377358	17.830189
def rise(self, crd, ev='5deg'): """This method will give the rise/set hour-angles of a source. It needs the position in the frame, and a time. If the latter is not set, the current time will be used. :param crd: a direction measure :param ev: the elevation limit as a quantity or...	[ "def", "rise", "(", "self", ",", "crd", ",", "ev", "=", "'5deg'", ")", ":", "if", "not", "is_measure", "(", "crd", ")", ":", "raise", "TypeError", "(", "'No rise/set coordinates specified'", ")", "ps", "=", "self", ".", "_getwhere", "(", ")", "self", "...	41.206897	13.827586
def run(self, graph, universe=None): """Run the contained protocol on a seed graph. :param pybel.BELGraph graph: The seed BEL graph :param pybel.BELGraph universe: Allows just-in-time setting of the universe in case it wasn't set before. Defaults to the g...	[ "def", "run", "(", "self", ",", "graph", ",", "universe", "=", "None", ")", ":", "self", ".", "universe", "=", "universe", "or", "graph", ".", "copy", "(", ")", "return", "self", ".", "_run_helper", "(", "graph", ".", "copy", "(", ")", ",", "self",...	49.363636	20.545455
def get_ref_chain(self, ref_limit=100): """Get a chain of Dataset objects. Starts with r, then goes to r.reference (if exists), then to r.reference.reference, etc. until we hit ``ref_limit`` or a reference loop. Parameters ---------- ref_limit : int, optional (d...	[ "def", "get_ref_chain", "(", "self", ",", "ref_limit", "=", "100", ")", ":", "head", "=", "self", "ref_chain", "=", "set", "(", ")", "while", "len", "(", "ref_chain", ")", "<", "ref_limit", ":", "if", "isinstance", "(", "head", ",", "Dataset", ")", "...	30.482759	15.827586
def get_raw_query(self): """Returns the raw query to use for current search, based on the base query + update query """ query = self.base_query.copy() search_query = self.search_query.copy() query.update(search_query) # Add sorting criteria sorting = self...	[ "def", "get_raw_query", "(", "self", ")", ":", "query", "=", "self", ".", "base_query", ".", "copy", "(", ")", "search_query", "=", "self", ".", "search_query", ".", "copy", "(", ")", "query", ".", "update", "(", "search_query", ")", "# Add sorting criteri...	36.631579	13.210526
def getSiblings(self, textId: str, subreference: Union[str, BaseReference]) -> Tuple[BaseReference, BaseReference]: """ Retrieve the siblings of a textual node :param textId: CtsTextMetadata Identifier :type textId: str :param subreference: CapitainsCtsPassage Reference :type su...	[ "def", "getSiblings", "(", "self", ",", "textId", ":", "str", ",", "subreference", ":", "Union", "[", "str", ",", "BaseReference", "]", ")", "->", "Tuple", "[", "BaseReference", ",", "BaseReference", "]", ":", "raise", "NotImplementedError", "(", ")" ]	39.727273	17.181818
def get_filter(self, name=constants.STRING_FILTER): """Get the filter on the source. :param name: The name of the filter. This will be encoded as an AMQP Symbol. By default this is set to b'apache.org:selector-filter:string'. :type name: bytes """ try: filte...	[ "def", "get_filter", "(", "self", ",", "name", "=", "constants", ".", "STRING_FILTER", ")", ":", "try", ":", "filter_key", "=", "c_uamqp", ".", "symbol_value", "(", "name", ")", "return", "self", ".", "_address", ".", "filter_set", "[", "filter_key", "]", ...	38.916667	18.5
def clear_assessment(self): """Clears the assessment. raise: NoAccess - ``Metadata.isRequired()`` or ``Metadata.isReadOnly()`` is ``true`` compliance: mandatory -- This method must be implemented. """ # Implemented from template for osid.resource.ResourceForm...	[ "def", "clear_assessment", "(", "self", ")", ":", "# Implemented from template for osid.resource.ResourceForm.clear_avatar_template", "if", "(", "self", ".", "get_assessment_metadata", "(", ")", ".", "is_read_only", "(", ")", "or", "self", ".", "get_assessment_metadata", ...	42.615385	20.461538
def bisect_right(a, x, lo=0, hi=None): """Return the index where to insert item x in list a, assuming a is sorted. The return value i is such that all e in a[:i] have e <= x, and all e in a[i:] have e > x. So if x already appears in the list, a.insert(x) will insert just after the rightmost x already ...	[ "def", "bisect_right", "(", "a", ",", "x", ",", "lo", "=", "0", ",", "hi", "=", "None", ")", ":", "if", "lo", "<", "0", ":", "raise", "ValueError", "(", "'lo must be non-negative'", ")", "if", "hi", "is", "None", ":", "hi", "=", "len", "(", "a", ...	31.8	20.6
def awaitAnyTermination(self, timeout=None): """Wait until any of the queries on the associated SQLContext has terminated since the creation of the context, or since :func:`resetTerminated()` was called. If any query was terminated with an exception, then the exception will be thrown. If...	[ "def", "awaitAnyTermination", "(", "self", ",", "timeout", "=", "None", ")", ":", "if", "timeout", "is", "not", "None", ":", "if", "not", "isinstance", "(", "timeout", ",", "(", "int", ",", "float", ")", ")", "or", "timeout", "<", "0", ":", "raise", ...	63.884615	36
def get(self, key, failobj=None, exact=0): """Returns failobj if key is not found or is ambiguous""" if not exact: try: key = self.getfullkey(key) except KeyError: return failobj return self.data.get(key,failobj)	[ "def", "get", "(", "self", ",", "key", ",", "failobj", "=", "None", ",", "exact", "=", "0", ")", ":", "if", "not", "exact", ":", "try", ":", "key", "=", "self", ".", "getfullkey", "(", "key", ")", "except", "KeyError", ":", "return", "failobj", "...	28.5	15
def cleanup(self): """ Remove those pending exits if: a) they are the return exits of non-returning SimProcedures b) they are the return exits of non-returning syscalls b) they are the return exits of non-returning functions :return: None """ pending_exi...	[ "def", "cleanup", "(", "self", ")", ":", "pending_exits_to_remove", "=", "defaultdict", "(", "list", ")", "for", "func_addr", "in", "self", ".", "_updated_functions", ":", "if", "func_addr", "not", "in", "self", ".", "_jobs", ":", "continue", "jobs", "=", ...	38.363636	18.272727
def _dictify(self, doc): """Transforms the replies to a regular Python dict with strings and datetimes. Tested with BankID version 2.5 return data. :param doc: The response as interpreted by :py:mod:`zeep`. :returns: The response parsed to a dict. :rtype: dict ...	[ "def", "_dictify", "(", "self", ",", "doc", ")", ":", "return", "{", "k", ":", "(", "self", ".", "_dictify", "(", "doc", "[", "k", "]", ")", "if", "hasattr", "(", "doc", "[", "k", "]", ",", "\"_xsd_type\"", ")", "else", "doc", "[", "k", "]", ...	29.6	21.6
def fake_lens_path_set(lens_path, value, obj): """ Simulates R.set with a lens_path since we don't have lens functions :param lens_path: Array of string paths :param value: The value to set at the lens path :param obj: Object containing the given path :return: The value at the path or None "...	[ "def", "fake_lens_path_set", "(", "lens_path", ",", "value", ",", "obj", ")", ":", "segment", "=", "head", "(", "lens_path", ")", "obj_copy", "=", "copy", ".", "copy", "(", "obj", ")", "def", "set_array_index", "(", "i", ",", "v", ",", "l", ")", ":",...	30.906977	17.186047
def avail_locations(call=None): ''' Return available Packet datacenter locations. CLI Example: .. code-block:: bash salt-cloud --list-locations packet-provider salt-cloud -f avail_locations packet-provider ''' if call == 'action': raise SaltCloudException( ...	[ "def", "avail_locations", "(", "call", "=", "None", ")", ":", "if", "call", "==", "'action'", ":", "raise", "SaltCloudException", "(", "'The avail_locations function must be called with -f or --function.'", ")", "vm_", "=", "get_configured_provider", "(", ")", "manager"...	23.6	24.24
def scope(self, args, kwargs): # type: (Any, **Any) -> Scope """Return a single scope based on the provided name. If additional `keyword=value` arguments are provided, these are added to the request parameters. Please refer to the documentation of the KE-chain API for additional que...	[ "def", "scope", "(", "self", ",", "", "args", ",", "", "", "kwargs", ")", ":", "# type: (Any, *Any) -> Scope", "_scopes", "=", "self", ".", "scopes", "(", "", "args", ",", "", "", "kwargs", ")", "if", "len", "(", "_scopes", ")", "==", "0", ...	40.631579	22.789474
def libvlc_video_set_format_callbacks(mp, setup, cleanup): '''Set decoded video chroma and dimensions. This only works in combination with L{libvlc_video_set_callbacks}(). @param mp: the media player. @param setup: callback to select the video format (cannot be NULL). @param cleanup: callback to rel...	[ "def", "libvlc_video_set_format_callbacks", "(", "mp", ",", "setup", ",", "cleanup", ")", ":", "f", "=", "_Cfunctions", ".", "get", "(", "'libvlc_video_set_format_callbacks'", ",", "None", ")", "or", "_Cfunction", "(", "'libvlc_video_set_format_callbacks'", ",", "("...	54.25	23.75
def process(self): """ Call the function with the args/kwds and tell the ApplyResult that its result is ready. Correctly handles the exceptions happening during the execution of the function """ try: result = self._func(self._args, *self._kwds) excep...	[ "def", "process", "(", "self", ")", ":", "try", ":", "result", "=", "self", ".", "_func", "(", "", "self", ".", "_args", ",", "", "*", "self", ".", "_kwds", ")", "except", ":", "self", ".", "_result", ".", "_set_exception", "(", ")", "else", ":...	34.25	16.083333
def purge_old_logs(delete_before_days=7): """ Purges old logs from the database table """ delete_before_date = timezone.now() - timedelta(days=delete_before_days) logs_deleted = Log.objects.filter( created_on__lte=delete_before_date).delete() return logs_deleted	[ "def", "purge_old_logs", "(", "delete_before_days", "=", "7", ")", ":", "delete_before_date", "=", "timezone", ".", "now", "(", ")", "-", "timedelta", "(", "days", "=", "delete_before_days", ")", "logs_deleted", "=", "Log", ".", "objects", ".", "filter", "("...	35.875	8.875
def delete(self, resource_id, kwargs): """ Deletes a resource by ID. """ return self.client._delete(self._url(resource_id), kwargs)	[ "def", "delete", "(", "self", ",", "resource_id", ",", "", "", "kwargs", ")", ":", "return", "self", ".", "client", ".", "_delete", "(", "self", ".", "_url", "(", "resource_id", ")", ",", "", "", "kwargs", ")" ]	27.166667	12.5
def post_handler_err(self, function_arn, invocation_id, handler_err): """ Post the error message from executing the function handler for :code:`function_arn` with specifid :code:`invocation_id` :param function_arn: Arn of the Lambda function which has the handler error message. ...	[ "def", "post_handler_err", "(", "self", ",", "function_arn", ",", "invocation_id", ",", "handler_err", ")", ":", "url", "=", "self", ".", "_get_work_url", "(", "function_arn", ")", "runtime_logger", ".", "info", "(", "'Posting handler error for invocation id [{}] to {...	37.419355	26.322581
def similarity_transformation(rot, mat): """ R x M x R^-1 """ return np.dot(rot, np.dot(mat, np.linalg.inv(rot)))	[ "def", "similarity_transformation", "(", "rot", ",", "mat", ")", ":", "return", "np", ".", "dot", "(", "rot", ",", "np", ".", "dot", "(", "mat", ",", "np", ".", "linalg", ".", "inv", "(", "rot", ")", ")", ")" ]	39.666667	5
def iter_causes(self): """Iterate over all causes.""" curr = self._cause while curr is not None: yield curr curr = curr._cause	[ "def", "iter_causes", "(", "self", ")", ":", "curr", "=", "self", ".", "_cause", "while", "curr", "is", "not", "None", ":", "yield", "curr", "curr", "=", "curr", ".", "_cause" ]	28.166667	11.5
def get_conductivity(self, output='eigs', doping_levels=True, relaxation_time=1e-14): """ Gives the conductivity (1/Ohm*m) in either a full 3x3 tensor form, as 3 eigenvalues, or as the average value (trace/3.0) If doping_levels=True, the results are g...	[ "def", "get_conductivity", "(", "self", ",", "output", "=", "'eigs'", ",", "doping_levels", "=", "True", ",", "relaxation_time", "=", "1e-14", ")", ":", "return", "BoltztrapAnalyzer", ".", "_format_to_output", "(", "self", ".", "_cond", ",", "self", ".", "_c...	50.918919	22.486486
def get_project(self) -> str: """Get the ihc project""" xdoc = self.connection.soap_action('/ws/ControllerService', 'getIHCProject', "") if xdoc: base64data = xdoc.find( './SOAP-ENV:Body/ns1:getIHCProject1/ns1:data', ...	[ "def", "get_project", "(", "self", ")", "->", "str", ":", "xdoc", "=", "self", ".", "connection", ".", "soap_action", "(", "'/ws/ControllerService'", ",", "'getIHCProject'", ",", "\"\"", ")", "if", "xdoc", ":", "base64data", "=", "xdoc", ".", "find", "(", ...	42.928571	15.714286
def __flags(self): """ Internal method. Turns arguments into flags. """ flags = [] if self._capture: flags.append("-capture") if self._spy: flags.append("-spy") if self._dbpath: flags += ["-db-path", self._dbpath] fl...	[ "def", "__flags", "(", "self", ")", ":", "flags", "=", "[", "]", "if", "self", ".", "_capture", ":", "flags", ".", "append", "(", "\"-capture\"", ")", "if", "self", ".", "_spy", ":", "flags", ".", "append", "(", "\"-spy\"", ")", "if", "self", ".", ...	32.145455	11.563636
def add(self, num): """ Adds num to the current value """ try: val = self.value() + num except: val = num self.set(max(0, val))	[ "def", "add", "(", "self", ",", "num", ")", ":", "try", ":", "val", "=", "self", ".", "value", "(", ")", "+", "num", "except", ":", "val", "=", "num", "self", ".", "set", "(", "max", "(", "0", ",", "val", ")", ")" ]	21.222222	12.333333
def kms_encrypt(value, key, aws_config=None): """Encrypt and value with KMS key. Args: value (str): value to encrypt key (str): key id or alias aws_config (optional[dict]): aws credentials dict of arguments passed into boto3 session example: aws_c...	[ "def", "kms_encrypt", "(", "value", ",", "key", ",", "aws_config", "=", "None", ")", ":", "aws_config", "=", "aws_config", "or", "{", "}", "aws", "=", "boto3", ".", "session", ".", "Session", "(", "", "", "aws_config", ")", "client", "=", "aws", "....	35.681818	14.727273
def create_for_rectangle(self, x, y, width, height): """ Create a new surface that is a rectangle within this surface. All operations drawn to this surface are then clipped and translated onto the target surface. Nothing drawn via this sub-surface outside of its bounds is...	[ "def", "create_for_rectangle", "(", "self", ",", "x", ",", "y", ",", "width", ",", "height", ")", ":", "return", "Surface", ".", "_from_pointer", "(", "cairo", ".", "cairo_surface_create_for_rectangle", "(", "self", ".", "_pointer", ",", "x", ",", "y", ","...	38.272727	19.863636
def disconnect(self, callback=None): """ Disconnect the callback from this group. See :func:`connect() <vispy.event.EmitterGroup.connect>` and :func:`EventEmitter.connect() <vispy.event.EventEmitter.connect>` for more information. """ ret = EventEmitter.disconnect(self, c...	[ "def", "disconnect", "(", "self", ",", "callback", "=", "None", ")", ":", "ret", "=", "EventEmitter", ".", "disconnect", "(", "self", ",", "callback", ")", "if", "len", "(", "self", ".", "_callbacks", ")", "==", "0", ":", "self", ".", "_connect_emitter...	41.8	11.9
def generate_files(path='', ext='', level=None, dirs=False, files=True, verbosity=0): """ Recursively generate files (and thier stats) in the indicated directory Filter by the indicated file name extension (ext) Args: path (str): Root/base path to search. ext (str or list of str): File n...	[ "def", "generate_files", "(", "path", "=", "''", ",", "ext", "=", "''", ",", "level", "=", "None", ",", "dirs", "=", "False", ",", "files", "=", "True", ",", "verbosity", "=", "0", ")", ":", "path", "=", "expand_path", "(", "path", "or", "'.'", "...	56.752809	32.123596
def fastrcnn_Xconv1fc_head(feature, num_convs, norm=None): """ Args: feature (NCHW): num_classes(int): num_category + 1 num_convs (int): number of conv layers norm (str or None): either None or 'GN' Returns: 2D head feature """ assert norm in [None, 'GN'], no...	[ "def", "fastrcnn_Xconv1fc_head", "(", "feature", ",", "num_convs", ",", "norm", "=", "None", ")", ":", "assert", "norm", "in", "[", "None", ",", "'GN'", "]", ",", "norm", "l", "=", "feature", "with", "argscope", "(", "Conv2D", ",", "data_format", "=", ...	41.666667	21.333333
def _add_torus_extrude_lines( self, irad, orad, lcar=None, R=numpy.eye(3), x0=numpy.array([0.0, 0.0, 0.0]) ): """Create Gmsh code for the torus in the x-y plane under the coordinate transformation .. math:: \\hat{x} = R x + x_0. :param irad: inner radius of the ...	[ "def", "_add_torus_extrude_lines", "(", "self", ",", "irad", ",", "orad", ",", "lcar", "=", "None", ",", "R", "=", "numpy", ".", "eye", "(", "3", ")", ",", "x0", "=", "numpy", ".", "array", "(", "[", "0.0", ",", "0.0", ",", "0.0", "]", ")", ")"...	38.396552	20.017241
def say( text = None, preference_program = "festival", background = False, silent = True, filepath = None ): """ Say specified text to speakers or to file, as specified. Determine the program to use based on the specified program preference...	[ "def", "say", "(", "text", "=", "None", ",", "preference_program", "=", "\"festival\"", ",", "background", "=", "False", ",", "silent", "=", "True", ",", "filepath", "=", "None", ")", ":", "if", "not", "text", ":", "if", "not", "silent", ":", "print", ...	36.928571	13.952381
def seq(): """ Counts up sequentially from a number based on the current time :rtype int: """ current_frame = inspect.currentframe().f_back trace_string = "" while current_frame.f_back: trace_string = trace_string + current_frame.f_back.f_code.co_name current_frame = cu...	[ "def", "seq", "(", ")", ":", "current_frame", "=", "inspect", ".", "currentframe", "(", ")", ".", "f_back", "trace_string", "=", "\"\"", "while", "current_frame", ".", "f_back", ":", "trace_string", "=", "trace_string", "+", "current_frame", ".", "f_back", "...	31.25	16.416667
def import_boundary_event_to_graph(diagram_graph, process_id, process_attributes, element): """ Adds to graph the new element that represents BPMN boundary event. Boundary event inherits sequence of eventDefinitionRef from Event type. Separate methods for each event type are required sin...	[ "def", "import_boundary_event_to_graph", "(", "diagram_graph", ",", "process_id", ",", "process_attributes", ",", "element", ")", ":", "element_id", "=", "element", ".", "getAttribute", "(", "consts", ".", "Consts", ".", "id", ")", "boundary_event_definitions", "=",...	67.137931	38.172414
def _decode_v2(value): """ Decode ':' and '$' characters encoded by `_encode`. """ if re.search(r'(?<!\$):', value): raise ValueError("Unescaped ':' in the encoded string") decode_colons = value.replace('$:', ':') if re.search(r'(?<!\$)(\$\$)*\$([^$]\|\Z)', decode_colons): raise...	[ "def", "_decode_v2", "(", "value", ")", ":", "if", "re", ".", "search", "(", "r'(?<!\\$):'", ",", "value", ")", ":", "raise", "ValueError", "(", "\"Unescaped ':' in the encoded string\"", ")", "decode_colons", "=", "value", ".", "replace", "(", "'$:'", ",", ...	33.25	15.583333
def get_tr(self): """Returns the top right border of the cell""" cell_above = CellBorders(self.cell_attributes, *self.cell.get_above_key_rect()) return cell_above.get_r()	[ "def", "get_tr", "(", "self", ")", ":", "cell_above", "=", "CellBorders", "(", "self", ".", "cell_attributes", ",", "*", "self", ".", "cell", ".", "get_above_key_rect", "(", ")", ")", "return", "cell_above", ".", "get_r", "(", ")" ]	37.166667	18.166667
def find_birthdays(request): """Return information on user birthdays.""" today = date.today() custom = False yr_inc = 0 if "birthday_month" in request.GET and "birthday_day" in request.GET: try: mon = int(request.GET["birthday_month"]) day = int(request.GET["birthday_...	[ "def", "find_birthdays", "(", "request", ")", ":", "today", "=", "date", ".", "today", "(", ")", "custom", "=", "False", "yr_inc", "=", "0", "if", "\"birthday_month\"", "in", "request", ".", "GET", "and", "\"birthday_day\"", "in", "request", ".", "GET", ...	36.085714	18.742857
def search(self, ngram): ''' Parameters ---------- ngram str or unicode, string to search for Returns ------- pd.DataFrame, {'texts': <matching texts>, 'categories': <corresponding categories>} ''' mask = self._document_index_mask(ngram) return pd.DataFrame({ 'text': self.get_texts()[mask], ...	[ "def", "search", "(", "self", ",", "ngram", ")", ":", "mask", "=", "self", ".", "_document_index_mask", "(", "ngram", ")", "return", "pd", ".", "DataFrame", "(", "{", "'text'", ":", "self", ".", "get_texts", "(", ")", "[", "mask", "]", ",", "'categor...	23.529412	23.882353
def partial_regardless(__fn, a, *kw): """Wrap a note for injection of a partially applied function, or don't. Use this instead of `partial` when binding a callable that may or may not have annotations. """ return (PARTIAL_REGARDLESS, (__fn, a, tuple(kw.items())))	[ "def", "partial_regardless", "(", "__fn", ",", "", "a", ",", "", "*", "kw", ")", ":", "return", "(", "PARTIAL_REGARDLESS", ",", "(", "__fn", ",", "a", ",", "tuple", "(", "kw", ".", "items", "(", ")", ")", ")", ")" ]	42.857143	16.285714
def predict_mhci_binding(job, peptfile, allele, peplen, univ_options, mhci_options): """ Predict binding for each peptide in `peptfile` to `allele` using the IEDB mhci binding prediction tool. :param toil.fileStore.FileID peptfile: The input peptide fasta :param str allele: Allele to predict bindin...	[ "def", "predict_mhci_binding", "(", "job", ",", "peptfile", ",", "allele", ",", "peplen", ",", "univ_options", ",", "mhci_options", ")", ":", "work_dir", "=", "os", ".", "getcwd", "(", ")", "input_files", "=", "{", "'peptfile.faa'", ":", "peptfile", "}", "...	50.40625	23.59375
def getroot(self): """Build XML object, return the root""" builder = ET.TreeBuilder() self.build(builder) return builder.close()	[ "def", "getroot", "(", "self", ")", ":", "builder", "=", "ET", ".", "TreeBuilder", "(", ")", "self", ".", "build", "(", "builder", ")", "return", "builder", ".", "close", "(", ")" ]	31.2	10.2
def run(command, cwd=None, shell=False, raiseOnError=False): """ Executes a child process and waits for it to complete """ returncode = subprocess.call(command, cwd=cwd, shell=shell) if raiseOnError == True and returncode != 0: raise Exception('child process ' + str(command) + ' failed with exit code ' + s...	[ "def", "run", "(", "command", ",", "cwd", "=", "None", ",", "shell", "=", "False", ",", "raiseOnError", "=", "False", ")", ":", "returncode", "=", "subprocess", ".", "call", "(", "command", ",", "cwd", "=", "cwd", ",", "shell", "=", "shell", ")", "...	43.5	17.5
def _get_options(ret=None): ''' Returns options used for the MySQL connection. ''' defaults = {'host': 'salt', 'user': 'salt', 'pass': 'salt', 'db': 'salt', 'port': 3306, 'ssl_ca': None, 'ssl_cert': None, ...	[ "def", "_get_options", "(", "ret", "=", "None", ")", ":", "defaults", "=", "{", "'host'", ":", "'salt'", ",", "'user'", ":", "'salt'", ",", "'pass'", ":", "'salt'", ",", "'db'", ":", "'salt'", ",", "'port'", ":", "3306", ",", "'ssl_ca'", ":", "None",...	33.578947	16.421053
def _find_valid_block(self, table, worksheet, flags, units, used_cells, start_pos, end_pos): ''' Searches for the next location where a valid block could reside and constructs the block object representing that location. ''' for row_index in range(len(table)): if row_...	[ "def", "_find_valid_block", "(", "self", ",", "table", ",", "worksheet", ",", "flags", ",", "units", ",", "used_cells", ",", "start_pos", ",", "end_pos", ")", ":", "for", "row_index", "in", "range", "(", "len", "(", "table", ")", ")", ":", "if", "row_i...	55.730769	24.346154
def ReadMostRecentClientGraphSeries(self, client_label, report_type ): """See db.Database.""" series_with_timestamps = self.ReadAllClientGraphSeries( client_label, report_type) if not series_with_timestamps: return None...	[ "def", "ReadMostRecentClientGraphSeries", "(", "self", ",", "client_label", ",", "report_type", ")", ":", "series_with_timestamps", "=", "self", ".", "ReadAllClientGraphSeries", "(", "client_label", ",", "report_type", ")", "if", "not", "series_with_timestamps", ":", ...	41.1	12.9
def pinv(a, rcond=None, validate_args=False, name=None): """Compute the Moore-Penrose pseudo-inverse of a matrix. Calculate the [generalized inverse of a matrix]( https://en.wikipedia.org/wiki/Moore%E2%80%93Penrose_inverse) using its singular-value decomposition (SVD) and including all large singular values. ...	[ "def", "pinv", "(", "a", ",", "rcond", "=", "None", ",", "validate_args", "=", "False", ",", "name", "=", "None", ")", ":", "with", "tf", ".", "compat", ".", "v1", ".", "name_scope", "(", "name", ",", "'pinv'", ",", "[", "a", ",", "rcond", "]", ...	38.861789	22.821138
def _descendants(self): """ Scans full list of node descendants. :return: Generator of nodes. """ children = self._children if children is not None: for child in children.values(): yield from child._descendants yield child	[ "def", "_descendants", "(", "self", ")", ":", "children", "=", "self", ".", "_children", "if", "children", "is", "not", "None", ":", "for", "child", "in", "children", ".", "values", "(", ")", ":", "yield", "from", "child", ".", "_descendants", "yield", ...	27.727273	9.181818
def fixup_scipy_ndimage_result(whatever_it_returned): """Convert a result from scipy.ndimage to a numpy array scipy.ndimage has the annoying habit of returning a single, bare value instead of an array if the indexes passed in are of length 1. For instance: scind.maximum(image, labels, [1]) retu...	[ "def", "fixup_scipy_ndimage_result", "(", "whatever_it_returned", ")", ":", "if", "getattr", "(", "whatever_it_returned", ",", "\"__getitem__\"", ",", "False", ")", ":", "return", "np", ".", "array", "(", "whatever_it_returned", ")", "else", ":", "return", "np", ...	39.357143	17.928571
def get_formatter_by_name(_alias, options): """Lookup and instantiate a formatter by alias. Raises ClassNotFound if not found. """ cls = find_formatter_class(_alias) if cls is None: raise ClassNotFound("no formatter found for name %r" % _alias) return cls(options)	[ "def", "get_formatter_by_name", "(", "_alias", ",", "", "", "options", ")", ":", "cls", "=", "find_formatter_class", "(", "_alias", ")", "if", "cls", "is", "None", ":", "raise", "ClassNotFound", "(", "\"no formatter found for name %r\"", "%", "_alias", ")", ...	32.555556	12.777778
def device_unmounted(self, device): """Show unmount notification for specified device object.""" if not self._mounter.is_handleable(device): return self._show_notification( 'device_unmounted', _('Device unmounted'), _('{0.ui_label} unmounted', devi...	[ "def", "device_unmounted", "(", "self", ",", "device", ")", ":", "if", "not", "self", ".", "_mounter", ".", "is_handleable", "(", "device", ")", ":", "return", "self", ".", "_show_notification", "(", "'device_unmounted'", ",", "_", "(", "'Device unmounted'", ...	38.444444	8.888889
def update_process_died_status(self): """ Update the flag indicating whether any process exited and did not provide a result. """ # There is a result pending, the process is no longer alive, yet there is no result in the queue # This means the decoder process has not succesfully produced metric...	[ "def", "update_process_died_status", "(", "self", ")", ":", "# There is a result pending, the process is no longer alive, yet there is no result in the queue", "# This means the decoder process has not succesfully produced metrics", "queue_should_hold_result", "=", "self", ".", "_results_pen...	70.625	34
def repo_is_dirty(self): """ Return true if repo is dirty """ try: subprocess.check_call(['git', 'diff-files', '--quiet'], cwd=self.repo_dir) # Return code is 0 return False except subprocess.CalledProcessError: return True	[ "def", "repo_is_dirty", "(", "self", ")", ":", "try", ":", "subprocess", ".", "check_call", "(", "[", "'git'", ",", "'diff-files'", ",", "'--quiet'", "]", ",", "cwd", "=", "self", ".", "repo_dir", ")", "# Return code is 0", "return", "False", "except", "su...	30.2	14.2
def stop(self): ''' Stop the auth proc. ''' log.info('Stopping auth process') self.__up = False self.socket.close()	[ "def", "stop", "(", "self", ")", ":", "log", ".", "info", "(", "'Stopping auth process'", ")", "self", ".", "__up", "=", "False", "self", ".", "socket", ".", "close", "(", ")" ]	22.428571	17.857143
def _merge_last(values, merge_after, merge_with=' '): ''' Merge values all values after X into the last value ''' if len(values) > merge_after: values = values[0:(merge_after-1)] + [merge_with.join(values[(merge_after-1):])] return values	[ "def", "_merge_last", "(", "values", ",", "merge_after", ",", "merge_with", "=", "' '", ")", ":", "if", "len", "(", "values", ")", ">", "merge_after", ":", "values", "=", "values", "[", "0", ":", "(", "merge_after", "-", "1", ")", "]", "+", "[", "m...	32.5	26.5
def unbuild_month(self, dt): """ Deletes the directory at self.get_build_path. """ self.year = str(dt.year) self.month = str(dt.month) logger.debug("Building %s-%s" % (self.year, self.month)) target_path = os.path.split(self.get_build_path())[0] if self.fs...	[ "def", "unbuild_month", "(", "self", ",", "dt", ")", ":", "self", ".", "year", "=", "str", "(", "dt", ".", "year", ")", "self", ".", "month", "=", "str", "(", "dt", ".", "month", ")", "logger", ".", "debug", "(", "\"Building %s-%s\"", "%", "(", "...	39.545455	9.727273
def cycles_engine(**kwargs): """engine to extract cycles""" logging.info("cycles_engine:") logging.info("Not ready for production") # raise NotImplementedError experiments = kwargs["experiments"] farms = [] barn = "raw_dir" # Its a murder in the red barn - murder in the red barn for ...	[ "def", "cycles_engine", "(", "", "", "kwargs", ")", ":", "logging", ".", "info", "(", "\"cycles_engine:\"", ")", "logging", ".", "info", "(", "\"Not ready for production\"", ")", "# raise NotImplementedError", "experiments", "=", "kwargs", "[", "\"experiments\"", ...	34	19.043478
def get_edge_attr(self, n, m, attr): ''' API: get_edge_attr(self, n, m, attr) Description: Returns attribute attr of edge (n,m). Input: n: Source node name. m: Sink node name. attr: Attribute of edge. Pre: Graph should have ...	[ "def", "get_edge_attr", "(", "self", ",", "n", ",", "m", ",", "attr", ")", ":", "if", "self", ".", "graph_type", "is", "DIRECTED_GRAPH", ":", "return", "self", ".", "edge_attr", "[", "(", "n", ",", "m", ")", "]", "[", "attr", "]", "else", ":", "t...	30.238095	13.666667
def restore_version(self, symbol, as_of, prune_previous_version=True): """ Restore the specified 'symbol' data and metadata to the state of a given version/snapshot/date. Returns a VersionedItem object only with a metadata element. Fast operation: Zero data/segment read/write operations....	[ "def", "restore_version", "(", "self", ",", "symbol", ",", "as_of", ",", "prune_previous_version", "=", "True", ")", ":", "# TODO: This operation is tricky as it may create history branches and lead to corrupted symbols.", "# To avoid this we do concat_rewrite (see Issue #579)", ...	53.06383	31.702128
def update_transfer_config( self, transfer_config, update_mask, authorization_code=None, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None, ): """ Updates a data transfer configuration...	[ "def", "update_transfer_config", "(", "self", ",", "transfer_config", ",", "update_mask", ",", "authorization_code", "=", "None", ",", "retry", "=", "google", ".", "api_core", ".", "gapic_v1", ".", "method", ".", "DEFAULT", ",", "timeout", "=", "google", ".", ...	48.679612	28.718447
async def delete(self): """Delete this Bcache.""" await self._handler.delete( system_id=self.node.system_id, id=self.id)	[ "async", "def", "delete", "(", "self", ")", ":", "await", "self", ".", "_handler", ".", "delete", "(", "system_id", "=", "self", ".", "node", ".", "system_id", ",", "id", "=", "self", ".", "id", ")" ]	36.25	9
def setup_oauth(username, password, basemaps_token_uri, authcfg_id=AUTHCFG_ID, authcfg_name=AUTHCFG_NAME): """Setup oauth configuration to access the BCS API, return authcfg_id on success, None on failure """ cfgjson = { "accessMethod" : 0, "apiKey" : "", "clientId" : "", "clientSecr...	[ "def", "setup_oauth", "(", "username", ",", "password", ",", "basemaps_token_uri", ",", "authcfg_id", "=", "AUTHCFG_ID", ",", "authcfg_name", "=", "AUTHCFG_NAME", ")", ":", "cfgjson", "=", "{", "\"accessMethod\"", ":", "0", ",", "\"apiKey\"", ":", "\"\"", ",",...	34.25	17.9
def autoinc(self): """ Conditionally updates the stack version in the file associated with this config. This handles both official releases (i.e. QA configs), and release candidates. Assumptions about version: - Official release versions are MAJOR.minor, where MAJ...	[ "def", "autoinc", "(", "self", ")", ":", "if", "not", "self", ".", "get", "(", "'autoinc_version'", ")", ":", "return", "oldver", "=", "self", "[", "'version'", "]", "newver", "=", "bump_version_tail", "(", "oldver", ")", "config_path", "=", "self", ".",...	31.291667	20.541667
def delete_element(self, element): """Deletes an element (lazily). :raises: ValueError -- No such element in the priority queue. """ if element not in self.element_finder: raise ValueError("No such element in the priority queue.") entry = self.element_finder[element...	[ "def", "delete_element", "(", "self", ",", "element", ")", ":", "if", "element", "not", "in", "self", ".", "element_finder", ":", "raise", "ValueError", "(", "\"No such element in the priority queue.\"", ")", "entry", "=", "self", ".", "element_finder", "[", "el...	34.4	16.4
def split(txt, seps): """ Splits a text in a meaningful list of words based on a list of word separators (define in pyqode.core.settings) :param txt: Text to split :param seps: List of words separators :return: A set of words found in the document (excluding ...	[ "def", "split", "(", "txt", ",", "seps", ")", ":", "# replace all possible separators with a default sep", "default_sep", "=", "seps", "[", "0", "]", "for", "sep", "in", "seps", "[", "1", ":", "]", ":", "if", "sep", ":", "txt", "=", "txt", ".", "replace"...	35.434783	13.086957
def forward(self, data_batch, is_train=None): """Split `data_batch` according to workload and run forward on each devices. Parameters ---------- data_batch : DataBatch Or could be any object implementing similar interface. is_train : bool The hint for the...	[ "def", "forward", "(", "self", ",", "data_batch", ",", "is_train", "=", "None", ")", ":", "_load_data", "(", "data_batch", ",", "self", ".", "data_arrays", ",", "self", ".", "data_layouts", ")", "if", "is_train", "is", "None", ":", "is_train", "=", "self...	39.703704	23.444444
def parameters(self): """The cell parameters (lengths and angles)""" length_a = np.linalg.norm(self.matrix[:, 0]) length_b = np.linalg.norm(self.matrix[:, 1]) length_c = np.linalg.norm(self.matrix[:, 2]) alpha = np.arccos(np.dot(self.matrix[:, 1], self.matrix[:, 2]) / (length_b *...	[ "def", "parameters", "(", "self", ")", ":", "length_a", "=", "np", ".", "linalg", ".", "norm", "(", "self", ".", "matrix", "[", ":", ",", "0", "]", ")", "length_b", "=", "np", ".", "linalg", ".", "norm", "(", "self", ".", "matrix", "[", ":", ",...	54.083333	25.25
def cc(self, cc_emails, global_substitutions=None, is_multiple=False, p=0): """Adds Cc objects to the Personalization object :param cc_emails: An Cc or list of Cc objects :type cc_emails: Cc, list(Cc), tuple :param global_substitutions: A dict of substitutions for all recipients ...	[ "def", "cc", "(", "self", ",", "cc_emails", ",", "global_substitutions", "=", "None", ",", "is_multiple", "=", "False", ",", "p", "=", "0", ")", ":", "if", "isinstance", "(", "cc_emails", ",", "list", ")", ":", "for", "email", "in", "cc_emails", ":", ...	46.692308	14.807692
def _psplit(self): """ Split `self` at both north and south poles. :return: A list of split StridedIntervals """ nsplit_list = self._nsplit() psplit_list = [ ] for si in nsplit_list: psplit_list.extend(si._ssplit()) return psplit_list	[ "def", "_psplit", "(", "self", ")", ":", "nsplit_list", "=", "self", ".", "_nsplit", "(", ")", "psplit_list", "=", "[", "]", "for", "si", "in", "nsplit_list", ":", "psplit_list", ".", "extend", "(", "si", ".", "_ssplit", "(", ")", ")", "return", "psp...	21.5	17.785714
def bake_content(request): """Invoke the baking process - trigger post-publication""" ident_hash = request.matchdict['ident_hash'] try: id, version = split_ident_hash(ident_hash) except IdentHashError: raise httpexceptions.HTTPNotFound() if not version: raise httpexceptions....	[ "def", "bake_content", "(", "request", ")", ":", "ident_hash", "=", "request", ".", "matchdict", "[", "'ident_hash'", "]", "try", ":", "id", ",", "version", "=", "split_ident_hash", "(", "ident_hash", ")", "except", "IdentHashError", ":", "raise", "httpexcepti...	34.105263	14.131579
def iter_used_addresses( adapter, # type: BaseAdapter seed, # type: Seed start, # type: int security_level=None, # type: Optional[int] ): # type: (...) -> Generator[Tuple[Address, List[TransactionHash]], None, None] """ Scans the Tangle for used addresses. This is ba...	[ "def", "iter_used_addresses", "(", "adapter", ",", "# type: BaseAdapter", "seed", ",", "# type: Seed", "start", ",", "# type: int", "security_level", "=", "None", ",", "# type: Optional[int]", ")", ":", "# type: (...) -> Generator[Tuple[Address, List[TransactionHash]], None, No...	30.5	20.428571
def textcontent(self, cls='current', correctionhandling=CorrectionHandling.CURRENT): """See :meth:`AbstractElement.textcontent`""" if cls == 'original': correctionhandling = CorrectionHandling.ORIGINAL #backward compatibility if correctionhandling in (CorrectionHandling.CURRENT, CorrectionHandli...	[ "def", "textcontent", "(", "self", ",", "cls", "=", "'current'", ",", "correctionhandling", "=", "CorrectionHandling", ".", "CURRENT", ")", ":", "if", "cls", "==", "'original'", ":", "correctionhandling", "=", "CorrectionHandling", ".", "ORIGINAL", "#backward comp...	60.75	27
async def can_run(self, ctx): """\|coro\| Checks if the command can be executed by checking all the predicates inside the :attr:`.checks` attribute. Parameters ----------- ctx: :class:`.Context` The ctx of the command currently being invoked. Raises ...	[ "async", "def", "can_run", "(", "self", ",", "ctx", ")", ":", "original", "=", "ctx", ".", "command", "ctx", ".", "command", "=", "self", "try", ":", "if", "not", "await", "ctx", ".", "bot", ".", "can_run", "(", "ctx", ")", ":", "raise", "CheckFail...	31.304348	23.304348
def save(cls,instance,filename): """Class method save for saving TracingVariable.""" filename = cls.correct_file_extension(filename) try: with open(filename,'wb') as f: pickle.dump(instance,f,protocol=pickle.HIGHEST_PROTOCOL) except MemoryError as e: ...	[ "def", "save", "(", "cls", ",", "instance", ",", "filename", ")", ":", "filename", "=", "cls", ".", "correct_file_extension", "(", "filename", ")", "try", ":", "with", "open", "(", "filename", ",", "'wb'", ")", "as", "f", ":", "pickle", ".", "dump", ...	49.357143	14.285714
def cprint(string, fg=None, bg=None, end='\n', target=sys.stdout): """Print a colored string to the target handle. fg and bg specify foreground- and background colors, respectively. The remaining keyword arguments are the same as for Python's built-in print function. Colors are returned to their defaul...	[ "def", "cprint", "(", "string", ",", "fg", "=", "None", ",", "bg", "=", "None", ",", "end", "=", "'\\n'", ",", "target", "=", "sys", ".", "stdout", ")", ":", "_color_manager", ".", "set_color", "(", "fg", ",", "bg", ")", "target", ".", "write", "...	38.307692	19.846154
def get_ec2_info(connection, instance_id, region, username=None): """ queries EC2 for details about a particular instance_id """ instance = connection.get_only_instances( filters={'instance_id': instance_id} )[0] data = instance.__dict_...	[ "def", "get_ec2_info", "(", "connection", ",", "instance_id", ",", "region", ",", "username", "=", "None", ")", ":", "instance", "=", "connection", ".", "get_only_instances", "(", "filters", "=", "{", "'instance_id'", ":", "instance_id", "}", ")", "[", "0", ...	26.590909	15.818182
def element_exists(self, element): """ Checks if given element exists. Usage:: >>> plist_file_parser = PlistFileParser("standard.plist") >>> plist_file_parser.parse() True >>> plist_file_parser.element_exists("String A") True ...	[ "def", "element_exists", "(", "self", ",", "element", ")", ":", "if", "not", "self", ".", "__elements", ":", "return", "False", "for", "item", "in", "foundations", ".", "walkers", ".", "dictionaries_walker", "(", "self", ".", "__elements", ")", ":", "path"...	29.548387	20.516129
def map_fit(interface, state, label, inp): """ Function counts occurrences of feature values for every row in given data chunk. For continuous features it returns number of values and it calculates mean and variance for every feature. For discrete features it counts occurrences of labels and values for ...	[ "def", "map_fit", "(", "interface", ",", "state", ",", "label", ",", "inp", ")", ":", "import", "numpy", "as", "np", "combiner", "=", "{", "}", "# combiner used for joining of intermediate pairs", "out", "=", "interface", ".", "output", "(", "0", ")", "# all...	52.780488	26.292683
def _init_optional_attrs(self, optional_attrs): """Prepare to store data from user-desired optional fields. Not loading these optional fields by default saves in space and speed. But allow the possibility for saving these fields, if the user desires, Including: com...	[ "def", "_init_optional_attrs", "(", "self", ",", "optional_attrs", ")", ":", "# Written by DV Klopfenstein", "# Required attributes are always loaded. All others are optionally loaded.", "self", ".", "attrs_req", "=", "[", "'id'", ",", "'alt_id'", ",", "'name'", ",", "'name...	57.428571	24.928571
def make_node(clss, node, *params): ''' This will return a node with a param_list (declared in a function declaration) Parameters: -node: A SymbolPARAMLIST instance or None -params: SymbolPARAMDECL insances ''' if node is None: node = clss() ...	[ "def", "make_node", "(", "clss", ",", "node", ",", "*", "params", ")", ":", "if", "node", "is", "None", ":", "node", "=", "clss", "(", ")", "if", "node", ".", "token", "!=", "'PARAMLIST'", ":", "return", "clss", ".", "make_node", "(", "None", ",", ...	28.166667	17.277778
def disable_gen(self, idx): """ Disable a PV element for TDS Parameters ---------- idx Returns ------- """ self.u[self.uid[idx]] = 0 self.system.dae.factorize = True	[ "def", "disable_gen", "(", "self", ",", "idx", ")", ":", "self", ".", "u", "[", "self", ".", "uid", "[", "idx", "]", "]", "=", "0", "self", ".", "system", ".", "dae", ".", "factorize", "=", "True" ]	16.785714	19.071429
def _ObjectFactory(obj): """Parse a python ``{name: schema}`` dict as an :py:class:`Object` instance. - A property name prepended by "+" is required - A property name prepended by "?" is optional - Any other property is required if :py:attr:`Object.REQUIRED_PROPERTIES` is True else it's optional ...	[ "def", "_ObjectFactory", "(", "obj", ")", ":", "if", "isinstance", "(", "obj", ",", "dict", ")", ":", "optional", ",", "required", "=", "{", "}", ",", "{", "}", "for", "key", ",", "value", "in", "iteritems", "(", "obj", ")", ":", "if", "key", "."...	37.75	9.1
def check_dns_txt(domain, prefix, code): """ Validates a domain by checking that {prefix}={code} is present in the TXT DNS record of the domain to check. Returns true if verification suceeded. """ token = '{}={}'.format(prefix, code) try: for rr in dns.resolver.query(domain, 'TXT'):...	[ "def", "check_dns_txt", "(", "domain", ",", "prefix", ",", "code", ")", ":", "token", "=", "'{}={}'", ".", "format", "(", "prefix", ",", "code", ")", "try", ":", "for", "rr", "in", "dns", ".", "resolver", ".", "query", "(", "domain", ",", "'TXT'", ...	29.4	14.466667
def envs(): ''' Each container configuration can have an environment setting, or defaults to base ''' saltenvs = [] for container in __opts__.get('azurefs', []): saltenvs.append(container.get('saltenv', 'base')) # Remove duplicates return list(set(saltenvs))	[ "def", "envs", "(", ")", ":", "saltenvs", "=", "[", "]", "for", "container", "in", "__opts__", ".", "get", "(", "'azurefs'", ",", "[", "]", ")", ":", "saltenvs", ".", "append", "(", "container", ".", "get", "(", "'saltenv'", ",", "'base'", ")", ")"...	28.9	23.7
def tmDiff2(tm1, tm2, verbosity = 0, relaxSegmentTests =True, checkLearn = True, checkStates = True): """ Given two TM instances, list the difference between them and returns False if there is a difference. This function checks the major parameters. If this passes (and checkLearn is true) it checks ...	[ "def", "tmDiff2", "(", "tm1", ",", "tm2", ",", "verbosity", "=", "0", ",", "relaxSegmentTests", "=", "True", ",", "checkLearn", "=", "True", ",", "checkStates", "=", "True", ")", ":", "# First check basic parameters. If we fail here, don't continue", "if", "sameTM...	39.858491	25.235849
def get_order_container(self, quote_id): """Generate an order container from a quote object. :param quote_id: ID number of target quote """ quote = self.client['Billing_Order_Quote'] container = quote.getRecalculatedOrderContainer(id=quote_id) return container	[ "def", "get_order_container", "(", "self", ",", "quote_id", ")", ":", "quote", "=", "self", ".", "client", "[", "'Billing_Order_Quote'", "]", "container", "=", "quote", ".", "getRecalculatedOrderContainer", "(", "id", "=", "quote_id", ")", "return", "container" ...	33.555556	16
def finalize(self): """Closes socket and terminates context NO-OP if already closed. """ if self._context is not None: if self._socket is not None: self._close_socket(confused=False) self._context.term() self._context = None ...	[ "def", "finalize", "(", "self", ")", ":", "if", "self", ".", "_context", "is", "not", "None", ":", "if", "self", ".", "_socket", "is", "not", "None", ":", "self", ".", "_close_socket", "(", "confused", "=", "False", ")", "self", ".", "_context", ".",...	27.416667	12.416667
def checktype(self, val, kind, **kargs): """Raise TypeError if val does not satisfy kind.""" if not isinstance(val, kind): raise TypeError('Expected {}; got {}'.format( self.str_kind(kind), self.str_valtype(val)))	[ "def", "checktype", "(", "self", ",", "val", ",", "kind", ",", "", "", "kargs", ")", ":", "if", "not", "isinstance", "(", "val", ",", "kind", ")", ":", "raise", "TypeError", "(", "'Expected {}; got {}'", ".", "format", "(", "self", ".", "str_kind", ...	53	10.4

def isKeyboardShown(self): ''' Whether the keyboard is displayed. ''' self.__checkTransport() dim = self.shell('dumpsys input_method') if dim: # FIXME: API >= 15 ? return "mInputShown=true" in dim return False

[ "def", "isKeyboardShown", "(", "self", ")", ":", "self", ".", "__checkTransport", "(", ")", "dim", "=", "self", ".", "shell", "(", "'dumpsys input_method'", ")", "if", "dim", ":", "# FIXME: API >= 15 ?", "return", "\"mInputShown=true\"", "in", "dim", "return", ...

25.454545

17.090909

def scene_name(sequence_number, scene_id, name): """Create a scene.name message""" return MessageWriter().string("scene.name").uint64(sequence_number).uint32(scene_id).string(name).get()

[ "def", "scene_name", "(", "sequence_number", ",", "scene_id", ",", "name", ")", ":", "return", "MessageWriter", "(", ")", ".", "string", "(", "\"scene.name\"", ")", ".", "uint64", "(", "sequence_number", ")", ".", "uint32", "(", "scene_id", ")", ".", "stri...

66.666667

26.333333

def show_url(context, **kwargs): """Return the show feed URL with different protocol.""" if len(kwargs) != 2: raise TemplateSyntaxError(_('"show_url" tag takes exactly two keyword arguments.')) request = context['request'] current_site = get_current_site(request) url = add_domain(current_sit...

[ "def", "show_url", "(", "context", ",", "*", "*", "kwargs", ")", ":", "if", "len", "(", "kwargs", ")", "!=", "2", ":", "raise", "TemplateSyntaxError", "(", "_", "(", "'\"show_url\" tag takes exactly two keyword arguments.'", ")", ")", "request", "=", "context"...

50.75

16.375

def sync(self): """ Syncs the information for this settings out to the file system. """ if self._customFormat: self._customFormat.save(self.fileName()) else: super(XSettings, self).sync()

[ "def", "sync", "(", "self", ")", ":", "if", "self", ".", "_customFormat", ":", "self", ".", "_customFormat", ".", "save", "(", "self", ".", "fileName", "(", ")", ")", "else", ":", "super", "(", "XSettings", ",", "self", ")", ".", "sync", "(", ")" ]

31.375

13.125

def tshift(self, periods=1, freq=None, axis=0): """ Shift the time index, using the index's frequency if available. Parameters ---------- periods : int Number of periods to move, can be positive or negative freq : DateOffset, timedelta, or time rule string, d...

[ "def", "tshift", "(", "self", ",", "periods", "=", "1", ",", "freq", "=", "None", ",", "axis", "=", "0", ")", ":", "index", "=", "self", ".", "_get_axis", "(", "axis", ")", "if", "freq", "is", "None", ":", "freq", "=", "getattr", "(", "index", ...

32.821429

21.25

def get_default_plugin(cls): ''' Return a default plugin. ''' from importlib import import_module from django.conf import settings default_plugin = getattr(settings, 'ACCESS_DEFAULT_PLUGIN', "access.plugins.DjangoAccessPlugin") if default_plugin not in cls.default...

[ "def", "get_default_plugin", "(", "cls", ")", ":", "from", "importlib", "import", "import_module", "from", "django", ".", "conf", "import", "settings", "default_plugin", "=", "getattr", "(", "settings", ",", "'ACCESS_DEFAULT_PLUGIN'", ",", "\"access.plugins.DjangoAcce...

47.2

18.4

def domain_capabilities(emulator=None, arch=None, machine=None, domain=None, **kwargs): ''' Return the domain capabilities given an emulator, architecture, machine or virtualization type. .. versionadded:: 2019.2.0 :param emulator: return the capabilities for the given emulator binary :param arch:...

[ "def", "domain_capabilities", "(", "emulator", "=", "None", ",", "arch", "=", "None", ",", "machine", "=", "None", ",", "domain", "=", "None", ",", "*", "*", "kwargs", ")", ":", "conn", "=", "__get_conn", "(", "*", "*", "kwargs", ")", "result", "=", ...

36.371429

31.8

def node_dependencies(context: Context): """ Updates node.js dependencies """ args = ['--loglevel', {0: 'silent', 1: 'warn', 2: 'info'}[context.verbosity]] if not context.use_colour: args.append('--color false') args.append('install') return context.shell('npm', *args)

[ "def", "node_dependencies", "(", "context", ":", "Context", ")", ":", "args", "=", "[", "'--loglevel'", ",", "{", "0", ":", "'silent'", ",", "1", ":", "'warn'", ",", "2", ":", "'info'", "}", "[", "context", ".", "verbosity", "]", "]", "if", "not", ...

33

8.777778

def remove_lib(lib_name): """remove library. :param lib_name: library name (e.g. 'PS2Keyboard') :rtype: None """ targ_dlib = libraries_dir() / lib_name log.debug('remove %s', targ_dlib) targ_dlib.rmtree()

[ "def", "remove_lib", "(", "lib_name", ")", ":", "targ_dlib", "=", "libraries_dir", "(", ")", "/", "lib_name", "log", ".", "debug", "(", "'remove %s'", ",", "targ_dlib", ")", "targ_dlib", ".", "rmtree", "(", ")" ]

22.5

15.6

def getPk(self): ''' getPk - @see ForeignLinkData.getPk ''' if not self.pk or None in self.pk: for i in range( len(self.pk) ): if self.pk[i]: continue if self.obj[i] and self.obj[i]._id: self.pk[i] = self.obj[i]._id return self.pk

[ "def", "getPk", "(", "self", ")", ":", "if", "not", "self", ".", "pk", "or", "None", "in", "self", ".", "pk", ":", "for", "i", "in", "range", "(", "len", "(", "self", ".", "pk", ")", ")", ":", "if", "self", ".", "pk", "[", "i", "]", ":", ...

19.384615

20.615385

def p_expr_assign(p): '''expr : variable EQUALS expr | variable EQUALS AND expr''' if len(p) == 5: p[0] = ast.Assignment(p[1], p[4], True, lineno=p.lineno(2)) else: p[0] = ast.Assignment(p[1], p[3], False, lineno=p.lineno(2))

[ "def", "p_expr_assign", "(", "p", ")", ":", "if", "len", "(", "p", ")", "==", "5", ":", "p", "[", "0", "]", "=", "ast", ".", "Assignment", "(", "p", "[", "1", "]", ",", "p", "[", "4", "]", ",", "True", ",", "lineno", "=", "p", ".", "linen...

37

19

def get_breadcrumbs(url, request=None): """ Given a url returns a list of breadcrumbs, which are each a tuple of (name, url). """ from wave.reverse import preserve_builtin_query_params from wave.settings import api_settings from wave.views import APIView view_name_func = api_settings.VI...

[ "def", "get_breadcrumbs", "(", "url", ",", "request", "=", "None", ")", ":", "from", "wave", ".", "reverse", "import", "preserve_builtin_query_params", "from", "wave", ".", "settings", "import", "api_settings", "from", "wave", ".", "views", "import", "APIView", ...

37.377358

17.830189

def rise(self, crd, ev='5deg'): """This method will give the rise/set hour-angles of a source. It needs the position in the frame, and a time. If the latter is not set, the current time will be used. :param crd: a direction measure :param ev: the elevation limit as a quantity or...

[ "def", "rise", "(", "self", ",", "crd", ",", "ev", "=", "'5deg'", ")", ":", "if", "not", "is_measure", "(", "crd", ")", ":", "raise", "TypeError", "(", "'No rise/set coordinates specified'", ")", "ps", "=", "self", ".", "_getwhere", "(", ")", "self", "...

41.206897

13.827586

def run(self, graph, universe=None): """Run the contained protocol on a seed graph. :param pybel.BELGraph graph: The seed BEL graph :param pybel.BELGraph universe: Allows just-in-time setting of the universe in case it wasn't set before. Defaults to the g...

[ "def", "run", "(", "self", ",", "graph", ",", "universe", "=", "None", ")", ":", "self", ".", "universe", "=", "universe", "or", "graph", ".", "copy", "(", ")", "return", "self", ".", "_run_helper", "(", "graph", ".", "copy", "(", ")", ",", "self",...

49.363636

20.545455

def get_ref_chain(self, ref_limit=100): """Get a chain of Dataset objects. Starts with r, then goes to r.reference (if exists), then to r.reference.reference, etc. until we hit ``ref_limit`` or a reference loop. Parameters ---------- ref_limit : int, optional (d...

[ "def", "get_ref_chain", "(", "self", ",", "ref_limit", "=", "100", ")", ":", "head", "=", "self", "ref_chain", "=", "set", "(", ")", "while", "len", "(", "ref_chain", ")", "<", "ref_limit", ":", "if", "isinstance", "(", "head", ",", "Dataset", ")", "...

30.482759

15.827586

def get_raw_query(self): """Returns the raw query to use for current search, based on the base query + update query """ query = self.base_query.copy() search_query = self.search_query.copy() query.update(search_query) # Add sorting criteria sorting = self...

[ "def", "get_raw_query", "(", "self", ")", ":", "query", "=", "self", ".", "base_query", ".", "copy", "(", ")", "search_query", "=", "self", ".", "search_query", ".", "copy", "(", ")", "query", ".", "update", "(", "search_query", ")", "# Add sorting criteri...

36.631579

13.210526

def getSiblings(self, textId: str, subreference: Union[str, BaseReference]) -> Tuple[BaseReference, BaseReference]: """ Retrieve the siblings of a textual node :param textId: CtsTextMetadata Identifier :type textId: str :param subreference: CapitainsCtsPassage Reference :type su...

[ "def", "getSiblings", "(", "self", ",", "textId", ":", "str", ",", "subreference", ":", "Union", "[", "str", ",", "BaseReference", "]", ")", "->", "Tuple", "[", "BaseReference", ",", "BaseReference", "]", ":", "raise", "NotImplementedError", "(", ")" ]

39.727273

17.181818

def get_filter(self, name=constants.STRING_FILTER): """Get the filter on the source. :param name: The name of the filter. This will be encoded as an AMQP Symbol. By default this is set to b'apache.org:selector-filter:string'. :type name: bytes """ try: filte...

[ "def", "get_filter", "(", "self", ",", "name", "=", "constants", ".", "STRING_FILTER", ")", ":", "try", ":", "filter_key", "=", "c_uamqp", ".", "symbol_value", "(", "name", ")", "return", "self", ".", "_address", ".", "filter_set", "[", "filter_key", "]", ...

38.916667

18.5

def clear_assessment(self): """Clears the assessment. raise: NoAccess - ``Metadata.isRequired()`` or ``Metadata.isReadOnly()`` is ``true`` *compliance: mandatory -- This method must be implemented.* """ # Implemented from template for osid.resource.ResourceForm...

[ "def", "clear_assessment", "(", "self", ")", ":", "# Implemented from template for osid.resource.ResourceForm.clear_avatar_template", "if", "(", "self", ".", "get_assessment_metadata", "(", ")", ".", "is_read_only", "(", ")", "or", "self", ".", "get_assessment_metadata", ...

42.615385

20.461538

def bisect_right(a, x, lo=0, hi=None): """Return the index where to insert item x in list a, assuming a is sorted. The return value i is such that all e in a[:i] have e <= x, and all e in a[i:] have e > x. So if x already appears in the list, a.insert(x) will insert just after the rightmost x already ...

[ "def", "bisect_right", "(", "a", ",", "x", ",", "lo", "=", "0", ",", "hi", "=", "None", ")", ":", "if", "lo", "<", "0", ":", "raise", "ValueError", "(", "'lo must be non-negative'", ")", "if", "hi", "is", "None", ":", "hi", "=", "len", "(", "a", ...

31.8

20.6

def awaitAnyTermination(self, timeout=None): """Wait until any of the queries on the associated SQLContext has terminated since the creation of the context, or since :func:`resetTerminated()` was called. If any query was terminated with an exception, then the exception will be thrown. If...

[ "def", "awaitAnyTermination", "(", "self", ",", "timeout", "=", "None", ")", ":", "if", "timeout", "is", "not", "None", ":", "if", "not", "isinstance", "(", "timeout", ",", "(", "int", ",", "float", ")", ")", "or", "timeout", "<", "0", ":", "raise", ...

63.884615

36

def get(self, key, failobj=None, exact=0): """Returns failobj if key is not found or is ambiguous""" if not exact: try: key = self.getfullkey(key) except KeyError: return failobj return self.data.get(key,failobj)

[ "def", "get", "(", "self", ",", "key", ",", "failobj", "=", "None", ",", "exact", "=", "0", ")", ":", "if", "not", "exact", ":", "try", ":", "key", "=", "self", ".", "getfullkey", "(", "key", ")", "except", "KeyError", ":", "return", "failobj", "...

28.5

15

def cleanup(self): """ Remove those pending exits if: a) they are the return exits of non-returning SimProcedures b) they are the return exits of non-returning syscalls b) they are the return exits of non-returning functions :return: None """ pending_exi...

[ "def", "cleanup", "(", "self", ")", ":", "pending_exits_to_remove", "=", "defaultdict", "(", "list", ")", "for", "func_addr", "in", "self", ".", "_updated_functions", ":", "if", "func_addr", "not", "in", "self", ".", "_jobs", ":", "continue", "jobs", "=", ...

38.363636

18.272727

def _dictify(self, doc): """Transforms the replies to a regular Python dict with strings and datetimes. Tested with BankID version 2.5 return data. :param doc: The response as interpreted by :py:mod:`zeep`. :returns: The response parsed to a dict. :rtype: dict ...

[ "def", "_dictify", "(", "self", ",", "doc", ")", ":", "return", "{", "k", ":", "(", "self", ".", "_dictify", "(", "doc", "[", "k", "]", ")", "if", "hasattr", "(", "doc", "[", "k", "]", ",", "\"_xsd_type\"", ")", "else", "doc", "[", "k", "]", ...

29.6

21.6

def fake_lens_path_set(lens_path, value, obj): """ Simulates R.set with a lens_path since we don't have lens functions :param lens_path: Array of string paths :param value: The value to set at the lens path :param obj: Object containing the given path :return: The value at the path or None "...

[ "def", "fake_lens_path_set", "(", "lens_path", ",", "value", ",", "obj", ")", ":", "segment", "=", "head", "(", "lens_path", ")", "obj_copy", "=", "copy", ".", "copy", "(", "obj", ")", "def", "set_array_index", "(", "i", ",", "v", ",", "l", ")", ":",...

30.906977

17.186047

def avail_locations(call=None): ''' Return available Packet datacenter locations. CLI Example: .. code-block:: bash salt-cloud --list-locations packet-provider salt-cloud -f avail_locations packet-provider ''' if call == 'action': raise SaltCloudException( ...

[ "def", "avail_locations", "(", "call", "=", "None", ")", ":", "if", "call", "==", "'action'", ":", "raise", "SaltCloudException", "(", "'The avail_locations function must be called with -f or --function.'", ")", "vm_", "=", "get_configured_provider", "(", ")", "manager"...

23.6

24.24

def scope(self, *args, **kwargs): # type: (*Any, **Any) -> Scope """Return a single scope based on the provided name. If additional `keyword=value` arguments are provided, these are added to the request parameters. Please refer to the documentation of the KE-chain API for additional que...

[ "def", "scope", "(", "self", ",", "*", "args", ",", "*", "*", "kwargs", ")", ":", "# type: (*Any, **Any) -> Scope", "_scopes", "=", "self", ".", "scopes", "(", "*", "args", ",", "*", "*", "kwargs", ")", "if", "len", "(", "_scopes", ")", "==", "0", ...

40.631579

22.789474

def libvlc_video_set_format_callbacks(mp, setup, cleanup): '''Set decoded video chroma and dimensions. This only works in combination with L{libvlc_video_set_callbacks}(). @param mp: the media player. @param setup: callback to select the video format (cannot be NULL). @param cleanup: callback to rel...

[ "def", "libvlc_video_set_format_callbacks", "(", "mp", ",", "setup", ",", "cleanup", ")", ":", "f", "=", "_Cfunctions", ".", "get", "(", "'libvlc_video_set_format_callbacks'", ",", "None", ")", "or", "_Cfunction", "(", "'libvlc_video_set_format_callbacks'", ",", "("...

54.25

23.75

def process(self): """ Call the function with the args/kwds and tell the ApplyResult that its result is ready. Correctly handles the exceptions happening during the execution of the function """ try: result = self._func(*self._args, **self._kwds) excep...

[ "def", "process", "(", "self", ")", ":", "try", ":", "result", "=", "self", ".", "_func", "(", "*", "self", ".", "_args", ",", "*", "*", "self", ".", "_kwds", ")", "except", ":", "self", ".", "_result", ".", "_set_exception", "(", ")", "else", ":...

34.25

16.083333

def purge_old_logs(delete_before_days=7): """ Purges old logs from the database table """ delete_before_date = timezone.now() - timedelta(days=delete_before_days) logs_deleted = Log.objects.filter( created_on__lte=delete_before_date).delete() return logs_deleted

[ "def", "purge_old_logs", "(", "delete_before_days", "=", "7", ")", ":", "delete_before_date", "=", "timezone", ".", "now", "(", ")", "-", "timedelta", "(", "days", "=", "delete_before_days", ")", "logs_deleted", "=", "Log", ".", "objects", ".", "filter", "("...

35.875

8.875

def delete(self, resource_id, **kwargs): """ Deletes a resource by ID. """ return self.client._delete(self._url(resource_id), **kwargs)

[ "def", "delete", "(", "self", ",", "resource_id", ",", "*", "*", "kwargs", ")", ":", "return", "self", ".", "client", ".", "_delete", "(", "self", ".", "_url", "(", "resource_id", ")", ",", "*", "*", "kwargs", ")" ]

27.166667

12.5

def post_handler_err(self, function_arn, invocation_id, handler_err): """ Post the error message from executing the function handler for :code:`function_arn` with specifid :code:`invocation_id` :param function_arn: Arn of the Lambda function which has the handler error message. ...

[ "def", "post_handler_err", "(", "self", ",", "function_arn", ",", "invocation_id", ",", "handler_err", ")", ":", "url", "=", "self", ".", "_get_work_url", "(", "function_arn", ")", "runtime_logger", ".", "info", "(", "'Posting handler error for invocation id [{}] to {...

37.419355

26.322581

def similarity_transformation(rot, mat): """ R x M x R^-1 """ return np.dot(rot, np.dot(mat, np.linalg.inv(rot)))

[ "def", "similarity_transformation", "(", "rot", ",", "mat", ")", ":", "return", "np", ".", "dot", "(", "rot", ",", "np", ".", "dot", "(", "mat", ",", "np", ".", "linalg", ".", "inv", "(", "rot", ")", ")", ")" ]

39.666667

5

def iter_causes(self): """Iterate over all causes.""" curr = self._cause while curr is not None: yield curr curr = curr._cause

[ "def", "iter_causes", "(", "self", ")", ":", "curr", "=", "self", ".", "_cause", "while", "curr", "is", "not", "None", ":", "yield", "curr", "curr", "=", "curr", ".", "_cause" ]

28.166667

11.5

def get_conductivity(self, output='eigs', doping_levels=True, relaxation_time=1e-14): """ Gives the conductivity (1/Ohm*m) in either a full 3x3 tensor form, as 3 eigenvalues, or as the average value (trace/3.0) If doping_levels=True, the results are g...

[ "def", "get_conductivity", "(", "self", ",", "output", "=", "'eigs'", ",", "doping_levels", "=", "True", ",", "relaxation_time", "=", "1e-14", ")", ":", "return", "BoltztrapAnalyzer", ".", "_format_to_output", "(", "self", ".", "_cond", ",", "self", ".", "_c...

50.918919

22.486486

def get_project(self) -> str: """Get the ihc project""" xdoc = self.connection.soap_action('/ws/ControllerService', 'getIHCProject', "") if xdoc: base64data = xdoc.find( './SOAP-ENV:Body/ns1:getIHCProject1/ns1:data', ...

[ "def", "get_project", "(", "self", ")", "->", "str", ":", "xdoc", "=", "self", ".", "connection", ".", "soap_action", "(", "'/ws/ControllerService'", ",", "'getIHCProject'", ",", "\"\"", ")", "if", "xdoc", ":", "base64data", "=", "xdoc", ".", "find", "(", ...

42.928571

15.714286

def __flags(self): """ Internal method. Turns arguments into flags. """ flags = [] if self._capture: flags.append("-capture") if self._spy: flags.append("-spy") if self._dbpath: flags += ["-db-path", self._dbpath] fl...

[ "def", "__flags", "(", "self", ")", ":", "flags", "=", "[", "]", "if", "self", ".", "_capture", ":", "flags", ".", "append", "(", "\"-capture\"", ")", "if", "self", ".", "_spy", ":", "flags", ".", "append", "(", "\"-spy\"", ")", "if", "self", ".", ...

32.145455

11.563636

def add(self, num): """ Adds num to the current value """ try: val = self.value() + num except: val = num self.set(max(0, val))

[ "def", "add", "(", "self", ",", "num", ")", ":", "try", ":", "val", "=", "self", ".", "value", "(", ")", "+", "num", "except", ":", "val", "=", "num", "self", ".", "set", "(", "max", "(", "0", ",", "val", ")", ")" ]

21.222222

12.333333

def kms_encrypt(value, key, aws_config=None): """Encrypt and value with KMS key. Args: value (str): value to encrypt key (str): key id or alias aws_config (optional[dict]): aws credentials dict of arguments passed into boto3 session example: aws_c...

[ "def", "kms_encrypt", "(", "value", ",", "key", ",", "aws_config", "=", "None", ")", ":", "aws_config", "=", "aws_config", "or", "{", "}", "aws", "=", "boto3", ".", "session", ".", "Session", "(", "*", "*", "aws_config", ")", "client", "=", "aws", "....

35.681818

14.727273

def create_for_rectangle(self, x, y, width, height): """ Create a new surface that is a rectangle within this surface. All operations drawn to this surface are then clipped and translated onto the target surface. Nothing drawn via this sub-surface outside of its bounds is...

[ "def", "create_for_rectangle", "(", "self", ",", "x", ",", "y", ",", "width", ",", "height", ")", ":", "return", "Surface", ".", "_from_pointer", "(", "cairo", ".", "cairo_surface_create_for_rectangle", "(", "self", ".", "_pointer", ",", "x", ",", "y", ","...

38.272727

19.863636

def disconnect(self, callback=None): """ Disconnect the callback from this group. See :func:`connect() <vispy.event.EmitterGroup.connect>` and :func:`EventEmitter.connect() <vispy.event.EventEmitter.connect>` for more information. """ ret = EventEmitter.disconnect(self, c...

[ "def", "disconnect", "(", "self", ",", "callback", "=", "None", ")", ":", "ret", "=", "EventEmitter", ".", "disconnect", "(", "self", ",", "callback", ")", "if", "len", "(", "self", ".", "_callbacks", ")", "==", "0", ":", "self", ".", "_connect_emitter...

41.8

11.9

def generate_files(path='', ext='', level=None, dirs=False, files=True, verbosity=0): """ Recursively generate files (and thier stats) in the indicated directory Filter by the indicated file name extension (ext) Args: path (str): Root/base path to search. ext (str or list of str): File n...

[ "def", "generate_files", "(", "path", "=", "''", ",", "ext", "=", "''", ",", "level", "=", "None", ",", "dirs", "=", "False", ",", "files", "=", "True", ",", "verbosity", "=", "0", ")", ":", "path", "=", "expand_path", "(", "path", "or", "'.'", "...

56.752809

32.123596

def fastrcnn_Xconv1fc_head(feature, num_convs, norm=None): """ Args: feature (NCHW): num_classes(int): num_category + 1 num_convs (int): number of conv layers norm (str or None): either None or 'GN' Returns: 2D head feature """ assert norm in [None, 'GN'], no...

[ "def", "fastrcnn_Xconv1fc_head", "(", "feature", ",", "num_convs", ",", "norm", "=", "None", ")", ":", "assert", "norm", "in", "[", "None", ",", "'GN'", "]", ",", "norm", "l", "=", "feature", "with", "argscope", "(", "Conv2D", ",", "data_format", "=", ...

41.666667

21.333333

def _add_torus_extrude_lines( self, irad, orad, lcar=None, R=numpy.eye(3), x0=numpy.array([0.0, 0.0, 0.0]) ): """Create Gmsh code for the torus in the x-y plane under the coordinate transformation .. math:: \\hat{x} = R x + x_0. :param irad: inner radius of the ...

[ "def", "_add_torus_extrude_lines", "(", "self", ",", "irad", ",", "orad", ",", "lcar", "=", "None", ",", "R", "=", "numpy", ".", "eye", "(", "3", ")", ",", "x0", "=", "numpy", ".", "array", "(", "[", "0.0", ",", "0.0", ",", "0.0", "]", ")", ")"...

38.396552

20.017241

def say( text = None, preference_program = "festival", background = False, silent = True, filepath = None ): """ Say specified text to speakers or to file, as specified. Determine the program to use based on the specified program preference...

[ "def", "say", "(", "text", "=", "None", ",", "preference_program", "=", "\"festival\"", ",", "background", "=", "False", ",", "silent", "=", "True", ",", "filepath", "=", "None", ")", ":", "if", "not", "text", ":", "if", "not", "silent", ":", "print", ...

36.928571

13.952381

def seq(): """ Counts up sequentially from a number based on the current time :rtype int: """ current_frame = inspect.currentframe().f_back trace_string = "" while current_frame.f_back: trace_string = trace_string + current_frame.f_back.f_code.co_name current_frame = cu...

[ "def", "seq", "(", ")", ":", "current_frame", "=", "inspect", ".", "currentframe", "(", ")", ".", "f_back", "trace_string", "=", "\"\"", "while", "current_frame", ".", "f_back", ":", "trace_string", "=", "trace_string", "+", "current_frame", ".", "f_back", "...

31.25

16.416667

def import_boundary_event_to_graph(diagram_graph, process_id, process_attributes, element): """ Adds to graph the new element that represents BPMN boundary event. Boundary event inherits sequence of eventDefinitionRef from Event type. Separate methods for each event type are required sin...

[ "def", "import_boundary_event_to_graph", "(", "diagram_graph", ",", "process_id", ",", "process_attributes", ",", "element", ")", ":", "element_id", "=", "element", ".", "getAttribute", "(", "consts", ".", "Consts", ".", "id", ")", "boundary_event_definitions", "=",...

67.137931

38.172414

def _decode_v2(value): """ Decode ':' and '$' characters encoded by `_encode`. """ if re.search(r'(?<!\$):', value): raise ValueError("Unescaped ':' in the encoded string") decode_colons = value.replace('$:', ':') if re.search(r'(?<!\$)(\$\$)*\$([^$]|\Z)', decode_colons): raise...

[ "def", "_decode_v2", "(", "value", ")", ":", "if", "re", ".", "search", "(", "r'(?<!\\$):'", ",", "value", ")", ":", "raise", "ValueError", "(", "\"Unescaped ':' in the encoded string\"", ")", "decode_colons", "=", "value", ".", "replace", "(", "'$:'", ",", ...

33.25

15.583333

def get_tr(self): """Returns the top right border of the cell""" cell_above = CellBorders(self.cell_attributes, *self.cell.get_above_key_rect()) return cell_above.get_r()

[ "def", "get_tr", "(", "self", ")", ":", "cell_above", "=", "CellBorders", "(", "self", ".", "cell_attributes", ",", "*", "self", ".", "cell", ".", "get_above_key_rect", "(", ")", ")", "return", "cell_above", ".", "get_r", "(", ")" ]

37.166667

18.166667

def find_birthdays(request): """Return information on user birthdays.""" today = date.today() custom = False yr_inc = 0 if "birthday_month" in request.GET and "birthday_day" in request.GET: try: mon = int(request.GET["birthday_month"]) day = int(request.GET["birthday_...

[ "def", "find_birthdays", "(", "request", ")", ":", "today", "=", "date", ".", "today", "(", ")", "custom", "=", "False", "yr_inc", "=", "0", "if", "\"birthday_month\"", "in", "request", ".", "GET", "and", "\"birthday_day\"", "in", "request", ".", "GET", ...

36.085714

18.742857

def search(self, ngram): ''' Parameters ---------- ngram str or unicode, string to search for Returns ------- pd.DataFrame, {'texts': <matching texts>, 'categories': <corresponding categories>} ''' mask = self._document_index_mask(ngram) return pd.DataFrame({ 'text': self.get_texts()[mask], ...

[ "def", "search", "(", "self", ",", "ngram", ")", ":", "mask", "=", "self", ".", "_document_index_mask", "(", "ngram", ")", "return", "pd", ".", "DataFrame", "(", "{", "'text'", ":", "self", ".", "get_texts", "(", ")", "[", "mask", "]", ",", "'categor...

23.529412

23.882353

def partial_regardless(__fn, *a, **kw): """Wrap a note for injection of a partially applied function, or don't. Use this instead of `partial` when binding a callable that may or may not have annotations. """ return (PARTIAL_REGARDLESS, (__fn, a, tuple(kw.items())))

[ "def", "partial_regardless", "(", "__fn", ",", "*", "a", ",", "*", "*", "kw", ")", ":", "return", "(", "PARTIAL_REGARDLESS", ",", "(", "__fn", ",", "a", ",", "tuple", "(", "kw", ".", "items", "(", ")", ")", ")", ")" ]

42.857143

16.285714

def predict_mhci_binding(job, peptfile, allele, peplen, univ_options, mhci_options): """ Predict binding for each peptide in `peptfile` to `allele` using the IEDB mhci binding prediction tool. :param toil.fileStore.FileID peptfile: The input peptide fasta :param str allele: Allele to predict bindin...

[ "def", "predict_mhci_binding", "(", "job", ",", "peptfile", ",", "allele", ",", "peplen", ",", "univ_options", ",", "mhci_options", ")", ":", "work_dir", "=", "os", ".", "getcwd", "(", ")", "input_files", "=", "{", "'peptfile.faa'", ":", "peptfile", "}", "...

50.40625

23.59375

def getroot(self): """Build XML object, return the root""" builder = ET.TreeBuilder() self.build(builder) return builder.close()

[ "def", "getroot", "(", "self", ")", ":", "builder", "=", "ET", ".", "TreeBuilder", "(", ")", "self", ".", "build", "(", "builder", ")", "return", "builder", ".", "close", "(", ")" ]

31.2

10.2

def run(command, cwd=None, shell=False, raiseOnError=False): """ Executes a child process and waits for it to complete """ returncode = subprocess.call(command, cwd=cwd, shell=shell) if raiseOnError == True and returncode != 0: raise Exception('child process ' + str(command) + ' failed with exit code ' + s...

[ "def", "run", "(", "command", ",", "cwd", "=", "None", ",", "shell", "=", "False", ",", "raiseOnError", "=", "False", ")", ":", "returncode", "=", "subprocess", ".", "call", "(", "command", ",", "cwd", "=", "cwd", ",", "shell", "=", "shell", ")", "...

43.5

17.5

def _get_options(ret=None): ''' Returns options used for the MySQL connection. ''' defaults = {'host': 'salt', 'user': 'salt', 'pass': 'salt', 'db': 'salt', 'port': 3306, 'ssl_ca': None, 'ssl_cert': None, ...

[ "def", "_get_options", "(", "ret", "=", "None", ")", ":", "defaults", "=", "{", "'host'", ":", "'salt'", ",", "'user'", ":", "'salt'", ",", "'pass'", ":", "'salt'", ",", "'db'", ":", "'salt'", ",", "'port'", ":", "3306", ",", "'ssl_ca'", ":", "None",...

33.578947

16.421053

def _find_valid_block(self, table, worksheet, flags, units, used_cells, start_pos, end_pos): ''' Searches for the next location where a valid block could reside and constructs the block object representing that location. ''' for row_index in range(len(table)): if row_...

[ "def", "_find_valid_block", "(", "self", ",", "table", ",", "worksheet", ",", "flags", ",", "units", ",", "used_cells", ",", "start_pos", ",", "end_pos", ")", ":", "for", "row_index", "in", "range", "(", "len", "(", "table", ")", ")", ":", "if", "row_i...

55.730769

24.346154

def ReadMostRecentClientGraphSeries(self, client_label, report_type ): """See db.Database.""" series_with_timestamps = self.ReadAllClientGraphSeries( client_label, report_type) if not series_with_timestamps: return None...

[ "def", "ReadMostRecentClientGraphSeries", "(", "self", ",", "client_label", ",", "report_type", ")", ":", "series_with_timestamps", "=", "self", ".", "ReadAllClientGraphSeries", "(", "client_label", ",", "report_type", ")", "if", "not", "series_with_timestamps", ":", ...

41.1

12.9

def pinv(a, rcond=None, validate_args=False, name=None): """Compute the Moore-Penrose pseudo-inverse of a matrix. Calculate the [generalized inverse of a matrix]( https://en.wikipedia.org/wiki/Moore%E2%80%93Penrose_inverse) using its singular-value decomposition (SVD) and including all large singular values. ...

[ "def", "pinv", "(", "a", ",", "rcond", "=", "None", ",", "validate_args", "=", "False", ",", "name", "=", "None", ")", ":", "with", "tf", ".", "compat", ".", "v1", ".", "name_scope", "(", "name", ",", "'pinv'", ",", "[", "a", ",", "rcond", "]", ...

38.861789

22.821138

def _descendants(self): """ Scans full list of node descendants. :return: Generator of nodes. """ children = self._children if children is not None: for child in children.values(): yield from child._descendants yield child

[ "def", "_descendants", "(", "self", ")", ":", "children", "=", "self", ".", "_children", "if", "children", "is", "not", "None", ":", "for", "child", "in", "children", ".", "values", "(", ")", ":", "yield", "from", "child", ".", "_descendants", "yield", ...

27.727273

9.181818

def fixup_scipy_ndimage_result(whatever_it_returned): """Convert a result from scipy.ndimage to a numpy array scipy.ndimage has the annoying habit of returning a single, bare value instead of an array if the indexes passed in are of length 1. For instance: scind.maximum(image, labels, [1]) retu...

[ "def", "fixup_scipy_ndimage_result", "(", "whatever_it_returned", ")", ":", "if", "getattr", "(", "whatever_it_returned", ",", "\"__getitem__\"", ",", "False", ")", ":", "return", "np", ".", "array", "(", "whatever_it_returned", ")", "else", ":", "return", "np", ...

39.357143

17.928571

def get_formatter_by_name(_alias, **options): """Lookup and instantiate a formatter by alias. Raises ClassNotFound if not found. """ cls = find_formatter_class(_alias) if cls is None: raise ClassNotFound("no formatter found for name %r" % _alias) return cls(**options)

[ "def", "get_formatter_by_name", "(", "_alias", ",", "*", "*", "options", ")", ":", "cls", "=", "find_formatter_class", "(", "_alias", ")", "if", "cls", "is", "None", ":", "raise", "ClassNotFound", "(", "\"no formatter found for name %r\"", "%", "_alias", ")", ...

32.555556

12.777778

def device_unmounted(self, device): """Show unmount notification for specified device object.""" if not self._mounter.is_handleable(device): return self._show_notification( 'device_unmounted', _('Device unmounted'), _('{0.ui_label} unmounted', devi...

[ "def", "device_unmounted", "(", "self", ",", "device", ")", ":", "if", "not", "self", ".", "_mounter", ".", "is_handleable", "(", "device", ")", ":", "return", "self", ".", "_show_notification", "(", "'device_unmounted'", ",", "_", "(", "'Device unmounted'", ...

38.444444

8.888889

def update_process_died_status(self): """ Update the flag indicating whether any process exited and did not provide a result. """ # There is a result pending, the process is no longer alive, yet there is no result in the queue # This means the decoder process has not succesfully produced metric...

[ "def", "update_process_died_status", "(", "self", ")", ":", "# There is a result pending, the process is no longer alive, yet there is no result in the queue", "# This means the decoder process has not succesfully produced metrics", "queue_should_hold_result", "=", "self", ".", "_results_pen...

70.625

34

def repo_is_dirty(self): """ Return true if repo is dirty """ try: subprocess.check_call(['git', 'diff-files', '--quiet'], cwd=self.repo_dir) # Return code is 0 return False except subprocess.CalledProcessError: return True

[ "def", "repo_is_dirty", "(", "self", ")", ":", "try", ":", "subprocess", ".", "check_call", "(", "[", "'git'", ",", "'diff-files'", ",", "'--quiet'", "]", ",", "cwd", "=", "self", ".", "repo_dir", ")", "# Return code is 0", "return", "False", "except", "su...

30.2

14.2

def stop(self): ''' Stop the auth proc. ''' log.info('Stopping auth process') self.__up = False self.socket.close()

[ "def", "stop", "(", "self", ")", ":", "log", ".", "info", "(", "'Stopping auth process'", ")", "self", ".", "__up", "=", "False", "self", ".", "socket", ".", "close", "(", ")" ]

22.428571

17.857143

def _merge_last(values, merge_after, merge_with=' '): ''' Merge values all values after X into the last value ''' if len(values) > merge_after: values = values[0:(merge_after-1)] + [merge_with.join(values[(merge_after-1):])] return values

[ "def", "_merge_last", "(", "values", ",", "merge_after", ",", "merge_with", "=", "' '", ")", ":", "if", "len", "(", "values", ")", ">", "merge_after", ":", "values", "=", "values", "[", "0", ":", "(", "merge_after", "-", "1", ")", "]", "+", "[", "m...

32.5

26.5

def unbuild_month(self, dt): """ Deletes the directory at self.get_build_path. """ self.year = str(dt.year) self.month = str(dt.month) logger.debug("Building %s-%s" % (self.year, self.month)) target_path = os.path.split(self.get_build_path())[0] if self.fs...

[ "def", "unbuild_month", "(", "self", ",", "dt", ")", ":", "self", ".", "year", "=", "str", "(", "dt", ".", "year", ")", "self", ".", "month", "=", "str", "(", "dt", ".", "month", ")", "logger", ".", "debug", "(", "\"Building %s-%s\"", "%", "(", "...

39.545455

9.727273

def cycles_engine(**kwargs): """engine to extract cycles""" logging.info("cycles_engine:") logging.info("Not ready for production") # raise NotImplementedError experiments = kwargs["experiments"] farms = [] barn = "raw_dir" # Its a murder in the red barn - murder in the red barn for ...

[ "def", "cycles_engine", "(", "*", "*", "kwargs", ")", ":", "logging", ".", "info", "(", "\"cycles_engine:\"", ")", "logging", ".", "info", "(", "\"Not ready for production\"", ")", "# raise NotImplementedError", "experiments", "=", "kwargs", "[", "\"experiments\"", ...

34

19.043478

def get_edge_attr(self, n, m, attr): ''' API: get_edge_attr(self, n, m, attr) Description: Returns attribute attr of edge (n,m). Input: n: Source node name. m: Sink node name. attr: Attribute of edge. Pre: Graph should have ...

[ "def", "get_edge_attr", "(", "self", ",", "n", ",", "m", ",", "attr", ")", ":", "if", "self", ".", "graph_type", "is", "DIRECTED_GRAPH", ":", "return", "self", ".", "edge_attr", "[", "(", "n", ",", "m", ")", "]", "[", "attr", "]", "else", ":", "t...

30.238095

13.666667

def restore_version(self, symbol, as_of, prune_previous_version=True): """ Restore the specified 'symbol' data and metadata to the state of a given version/snapshot/date. Returns a VersionedItem object only with a metadata element. Fast operation: Zero data/segment read/write operations....

[ "def", "restore_version", "(", "self", ",", "symbol", ",", "as_of", ",", "prune_previous_version", "=", "True", ")", ":", "# TODO: This operation is tricky as it may create history branches and lead to corrupted symbols.", "# To avoid this we do concat_rewrite (see Issue #579)", ...

53.06383

31.702128

def update_transfer_config( self, transfer_config, update_mask, authorization_code=None, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None, ): """ Updates a data transfer configuration...

[ "def", "update_transfer_config", "(", "self", ",", "transfer_config", ",", "update_mask", ",", "authorization_code", "=", "None", ",", "retry", "=", "google", ".", "api_core", ".", "gapic_v1", ".", "method", ".", "DEFAULT", ",", "timeout", "=", "google", ".", ...

48.679612

28.718447

async def delete(self): """Delete this Bcache.""" await self._handler.delete( system_id=self.node.system_id, id=self.id)

[ "async", "def", "delete", "(", "self", ")", ":", "await", "self", ".", "_handler", ".", "delete", "(", "system_id", "=", "self", ".", "node", ".", "system_id", ",", "id", "=", "self", ".", "id", ")" ]

36.25

9

def setup_oauth(username, password, basemaps_token_uri, authcfg_id=AUTHCFG_ID, authcfg_name=AUTHCFG_NAME): """Setup oauth configuration to access the BCS API, return authcfg_id on success, None on failure """ cfgjson = { "accessMethod" : 0, "apiKey" : "", "clientId" : "", "clientSecr...

[ "def", "setup_oauth", "(", "username", ",", "password", ",", "basemaps_token_uri", ",", "authcfg_id", "=", "AUTHCFG_ID", ",", "authcfg_name", "=", "AUTHCFG_NAME", ")", ":", "cfgjson", "=", "{", "\"accessMethod\"", ":", "0", ",", "\"apiKey\"", ":", "\"\"", ",",...

34.25

17.9

def autoinc(self): """ Conditionally updates the stack version in the file associated with this config. This handles both official releases (i.e. QA configs), and release candidates. Assumptions about version: - Official release versions are MAJOR.minor, where MAJ...

[ "def", "autoinc", "(", "self", ")", ":", "if", "not", "self", ".", "get", "(", "'autoinc_version'", ")", ":", "return", "oldver", "=", "self", "[", "'version'", "]", "newver", "=", "bump_version_tail", "(", "oldver", ")", "config_path", "=", "self", ".",...

31.291667

20.541667

def delete_element(self, element): """Deletes an element (lazily). :raises: ValueError -- No such element in the priority queue. """ if element not in self.element_finder: raise ValueError("No such element in the priority queue.") entry = self.element_finder[element...

[ "def", "delete_element", "(", "self", ",", "element", ")", ":", "if", "element", "not", "in", "self", ".", "element_finder", ":", "raise", "ValueError", "(", "\"No such element in the priority queue.\"", ")", "entry", "=", "self", ".", "element_finder", "[", "el...

34.4

16.4

def split(txt, seps): """ Splits a text in a meaningful list of words based on a list of word separators (define in pyqode.core.settings) :param txt: Text to split :param seps: List of words separators :return: A **set** of words found in the document (excluding ...

[ "def", "split", "(", "txt", ",", "seps", ")", ":", "# replace all possible separators with a default sep", "default_sep", "=", "seps", "[", "0", "]", "for", "sep", "in", "seps", "[", "1", ":", "]", ":", "if", "sep", ":", "txt", "=", "txt", ".", "replace"...

35.434783

13.086957

def forward(self, data_batch, is_train=None): """Split `data_batch` according to workload and run forward on each devices. Parameters ---------- data_batch : DataBatch Or could be any object implementing similar interface. is_train : bool The hint for the...

[ "def", "forward", "(", "self", ",", "data_batch", ",", "is_train", "=", "None", ")", ":", "_load_data", "(", "data_batch", ",", "self", ".", "data_arrays", ",", "self", ".", "data_layouts", ")", "if", "is_train", "is", "None", ":", "is_train", "=", "self...

39.703704

23.444444

def parameters(self): """The cell parameters (lengths and angles)""" length_a = np.linalg.norm(self.matrix[:, 0]) length_b = np.linalg.norm(self.matrix[:, 1]) length_c = np.linalg.norm(self.matrix[:, 2]) alpha = np.arccos(np.dot(self.matrix[:, 1], self.matrix[:, 2]) / (length_b *...

[ "def", "parameters", "(", "self", ")", ":", "length_a", "=", "np", ".", "linalg", ".", "norm", "(", "self", ".", "matrix", "[", ":", ",", "0", "]", ")", "length_b", "=", "np", ".", "linalg", ".", "norm", "(", "self", ".", "matrix", "[", ":", ",...

54.083333

25.25

def cc(self, cc_emails, global_substitutions=None, is_multiple=False, p=0): """Adds Cc objects to the Personalization object :param cc_emails: An Cc or list of Cc objects :type cc_emails: Cc, list(Cc), tuple :param global_substitutions: A dict of substitutions for all recipients ...

[ "def", "cc", "(", "self", ",", "cc_emails", ",", "global_substitutions", "=", "None", ",", "is_multiple", "=", "False", ",", "p", "=", "0", ")", ":", "if", "isinstance", "(", "cc_emails", ",", "list", ")", ":", "for", "email", "in", "cc_emails", ":", ...

46.692308

14.807692

def _psplit(self): """ Split `self` at both north and south poles. :return: A list of split StridedIntervals """ nsplit_list = self._nsplit() psplit_list = [ ] for si in nsplit_list: psplit_list.extend(si._ssplit()) return psplit_list

[ "def", "_psplit", "(", "self", ")", ":", "nsplit_list", "=", "self", ".", "_nsplit", "(", ")", "psplit_list", "=", "[", "]", "for", "si", "in", "nsplit_list", ":", "psplit_list", ".", "extend", "(", "si", ".", "_ssplit", "(", ")", ")", "return", "psp...

21.5

17.785714

def bake_content(request): """Invoke the baking process - trigger post-publication""" ident_hash = request.matchdict['ident_hash'] try: id, version = split_ident_hash(ident_hash) except IdentHashError: raise httpexceptions.HTTPNotFound() if not version: raise httpexceptions....

[ "def", "bake_content", "(", "request", ")", ":", "ident_hash", "=", "request", ".", "matchdict", "[", "'ident_hash'", "]", "try", ":", "id", ",", "version", "=", "split_ident_hash", "(", "ident_hash", ")", "except", "IdentHashError", ":", "raise", "httpexcepti...

34.105263

14.131579

def iter_used_addresses( adapter, # type: BaseAdapter seed, # type: Seed start, # type: int security_level=None, # type: Optional[int] ): # type: (...) -> Generator[Tuple[Address, List[TransactionHash]], None, None] """ Scans the Tangle for used addresses. This is ba...

[ "def", "iter_used_addresses", "(", "adapter", ",", "# type: BaseAdapter", "seed", ",", "# type: Seed", "start", ",", "# type: int", "security_level", "=", "None", ",", "# type: Optional[int]", ")", ":", "# type: (...) -> Generator[Tuple[Address, List[TransactionHash]], None, No...

30.5

20.428571

def textcontent(self, cls='current', correctionhandling=CorrectionHandling.CURRENT): """See :meth:`AbstractElement.textcontent`""" if cls == 'original': correctionhandling = CorrectionHandling.ORIGINAL #backward compatibility if correctionhandling in (CorrectionHandling.CURRENT, CorrectionHandli...

[ "def", "textcontent", "(", "self", ",", "cls", "=", "'current'", ",", "correctionhandling", "=", "CorrectionHandling", ".", "CURRENT", ")", ":", "if", "cls", "==", "'original'", ":", "correctionhandling", "=", "CorrectionHandling", ".", "ORIGINAL", "#backward comp...

60.75

27

async def can_run(self, ctx): """|coro| Checks if the command can be executed by checking all the predicates inside the :attr:`.checks` attribute. Parameters ----------- ctx: :class:`.Context` The ctx of the command currently being invoked. Raises ...

[ "async", "def", "can_run", "(", "self", ",", "ctx", ")", ":", "original", "=", "ctx", ".", "command", "ctx", ".", "command", "=", "self", "try", ":", "if", "not", "await", "ctx", ".", "bot", ".", "can_run", "(", "ctx", ")", ":", "raise", "CheckFail...

31.304348

23.304348

def save(cls,instance,filename): """Class method save for saving TracingVariable.""" filename = cls.correct_file_extension(filename) try: with open(filename,'wb') as f: pickle.dump(instance,f,protocol=pickle.HIGHEST_PROTOCOL) except MemoryError as e: ...

[ "def", "save", "(", "cls", ",", "instance", ",", "filename", ")", ":", "filename", "=", "cls", ".", "correct_file_extension", "(", "filename", ")", "try", ":", "with", "open", "(", "filename", ",", "'wb'", ")", "as", "f", ":", "pickle", ".", "dump", ...

49.357143

14.285714

def cprint(string, fg=None, bg=None, end='\n', target=sys.stdout): """Print a colored string to the target handle. fg and bg specify foreground- and background colors, respectively. The remaining keyword arguments are the same as for Python's built-in print function. Colors are returned to their defaul...

[ "def", "cprint", "(", "string", ",", "fg", "=", "None", ",", "bg", "=", "None", ",", "end", "=", "'\\n'", ",", "target", "=", "sys", ".", "stdout", ")", ":", "_color_manager", ".", "set_color", "(", "fg", ",", "bg", ")", "target", ".", "write", "...

38.307692

19.846154

def get_ec2_info(connection, instance_id, region, username=None): """ queries EC2 for details about a particular instance_id """ instance = connection.get_only_instances( filters={'instance_id': instance_id} )[0] data = instance.__dict_...

[ "def", "get_ec2_info", "(", "connection", ",", "instance_id", ",", "region", ",", "username", "=", "None", ")", ":", "instance", "=", "connection", ".", "get_only_instances", "(", "filters", "=", "{", "'instance_id'", ":", "instance_id", "}", ")", "[", "0", ...

26.590909

15.818182

def element_exists(self, element): """ Checks if given element exists. Usage:: >>> plist_file_parser = PlistFileParser("standard.plist") >>> plist_file_parser.parse() True >>> plist_file_parser.element_exists("String A") True ...

[ "def", "element_exists", "(", "self", ",", "element", ")", ":", "if", "not", "self", ".", "__elements", ":", "return", "False", "for", "item", "in", "foundations", ".", "walkers", ".", "dictionaries_walker", "(", "self", ".", "__elements", ")", ":", "path"...

29.548387

20.516129

def map_fit(interface, state, label, inp): """ Function counts occurrences of feature values for every row in given data chunk. For continuous features it returns number of values and it calculates mean and variance for every feature. For discrete features it counts occurrences of labels and values for ...

[ "def", "map_fit", "(", "interface", ",", "state", ",", "label", ",", "inp", ")", ":", "import", "numpy", "as", "np", "combiner", "=", "{", "}", "# combiner used for joining of intermediate pairs", "out", "=", "interface", ".", "output", "(", "0", ")", "# all...

52.780488

26.292683

def _init_optional_attrs(self, optional_attrs): """Prepare to store data from user-desired optional fields. Not loading these optional fields by default saves in space and speed. But allow the possibility for saving these fields, if the user desires, Including: com...

[ "def", "_init_optional_attrs", "(", "self", ",", "optional_attrs", ")", ":", "# Written by DV Klopfenstein", "# Required attributes are always loaded. All others are optionally loaded.", "self", ".", "attrs_req", "=", "[", "'id'", ",", "'alt_id'", ",", "'name'", ",", "'name...

57.428571

24.928571

def make_node(clss, node, *params): ''' This will return a node with a param_list (declared in a function declaration) Parameters: -node: A SymbolPARAMLIST instance or None -params: SymbolPARAMDECL insances ''' if node is None: node = clss() ...

[ "def", "make_node", "(", "clss", ",", "node", ",", "*", "params", ")", ":", "if", "node", "is", "None", ":", "node", "=", "clss", "(", ")", "if", "node", ".", "token", "!=", "'PARAMLIST'", ":", "return", "clss", ".", "make_node", "(", "None", ",", ...

28.166667

17.277778

def disable_gen(self, idx): """ Disable a PV element for TDS Parameters ---------- idx Returns ------- """ self.u[self.uid[idx]] = 0 self.system.dae.factorize = True

[ "def", "disable_gen", "(", "self", ",", "idx", ")", ":", "self", ".", "u", "[", "self", ".", "uid", "[", "idx", "]", "]", "=", "0", "self", ".", "system", ".", "dae", ".", "factorize", "=", "True" ]

16.785714

19.071429

def _ObjectFactory(obj): """Parse a python ``{name: schema}`` dict as an :py:class:`Object` instance. - A property name prepended by "+" is required - A property name prepended by "?" is optional - Any other property is required if :py:attr:`Object.REQUIRED_PROPERTIES` is True else it's optional ...

[ "def", "_ObjectFactory", "(", "obj", ")", ":", "if", "isinstance", "(", "obj", ",", "dict", ")", ":", "optional", ",", "required", "=", "{", "}", ",", "{", "}", "for", "key", ",", "value", "in", "iteritems", "(", "obj", ")", ":", "if", "key", "."...

37.75

9.1

def check_dns_txt(domain, prefix, code): """ Validates a domain by checking that {prefix}={code} is present in the TXT DNS record of the domain to check. Returns true if verification suceeded. """ token = '{}={}'.format(prefix, code) try: for rr in dns.resolver.query(domain, 'TXT'):...

[ "def", "check_dns_txt", "(", "domain", ",", "prefix", ",", "code", ")", ":", "token", "=", "'{}={}'", ".", "format", "(", "prefix", ",", "code", ")", "try", ":", "for", "rr", "in", "dns", ".", "resolver", ".", "query", "(", "domain", ",", "'TXT'", ...

29.4

14.466667

def envs(): ''' Each container configuration can have an environment setting, or defaults to base ''' saltenvs = [] for container in __opts__.get('azurefs', []): saltenvs.append(container.get('saltenv', 'base')) # Remove duplicates return list(set(saltenvs))

[ "def", "envs", "(", ")", ":", "saltenvs", "=", "[", "]", "for", "container", "in", "__opts__", ".", "get", "(", "'azurefs'", ",", "[", "]", ")", ":", "saltenvs", ".", "append", "(", "container", ".", "get", "(", "'saltenv'", ",", "'base'", ")", ")"...

28.9

23.7

def tmDiff2(tm1, tm2, verbosity = 0, relaxSegmentTests =True, checkLearn = True, checkStates = True): """ Given two TM instances, list the difference between them and returns False if there is a difference. This function checks the major parameters. If this passes (and checkLearn is true) it checks ...

[ "def", "tmDiff2", "(", "tm1", ",", "tm2", ",", "verbosity", "=", "0", ",", "relaxSegmentTests", "=", "True", ",", "checkLearn", "=", "True", ",", "checkStates", "=", "True", ")", ":", "# First check basic parameters. If we fail here, don't continue", "if", "sameTM...

39.858491

25.235849

def get_order_container(self, quote_id): """Generate an order container from a quote object. :param quote_id: ID number of target quote """ quote = self.client['Billing_Order_Quote'] container = quote.getRecalculatedOrderContainer(id=quote_id) return container

[ "def", "get_order_container", "(", "self", ",", "quote_id", ")", ":", "quote", "=", "self", ".", "client", "[", "'Billing_Order_Quote'", "]", "container", "=", "quote", ".", "getRecalculatedOrderContainer", "(", "id", "=", "quote_id", ")", "return", "container" ...

33.555556

16

def finalize(self): """Closes socket and terminates context NO-OP if already closed. """ if self._context is not None: if self._socket is not None: self._close_socket(confused=False) self._context.term() self._context = None ...

[ "def", "finalize", "(", "self", ")", ":", "if", "self", ".", "_context", "is", "not", "None", ":", "if", "self", ".", "_socket", "is", "not", "None", ":", "self", ".", "_close_socket", "(", "confused", "=", "False", ")", "self", ".", "_context", ".",...

27.416667

12.416667

def checktype(self, val, kind, **kargs): """Raise TypeError if val does not satisfy kind.""" if not isinstance(val, kind): raise TypeError('Expected {}; got {}'.format( self.str_kind(kind), self.str_valtype(val)))

[ "def", "checktype", "(", "self", ",", "val", ",", "kind", ",", "*", "*", "kargs", ")", ":", "if", "not", "isinstance", "(", "val", ",", "kind", ")", ":", "raise", "TypeError", "(", "'Expected {}; got {}'", ".", "format", "(", "self", ".", "str_kind", ...

53

10.4