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

text stringlengths 75 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 0.18
def listLastFires(self, args, *kwargs): """ Get information about recent hook fires This endpoint will return information about the the last few times this hook has been fired, including whether the hook was fired successfully or not This method gives output: ``v1/list-lastFi...	[ "def", "listLastFires", "(", "self", ",", "", "args", ",", "", "", "kwargs", ")", ":", "return", "self", ".", "_makeApiCall", "(", "self", ".", "funcinfo", "[", "\"listLastFires\"", "]", ",", "", "args", ",", "", "", "kwargs", ")" ]	35.692308	0.008403
def errcat(self): ''' List the posts to be modified. ''' post_recs = MPost.query_random(limit=1000) outrecs = [] errrecs = [] idx = 0 for postinfo in post_recs: if idx > 16: break cat = MPost2Catalog.get_first_catego...	[ "def", "errcat", "(", "self", ")", ":", "post_recs", "=", "MPost", ".", "query_random", "(", "limit", "=", "1000", ")", "outrecs", "=", "[", "]", "errrecs", "=", "[", "]", "idx", "=", "0", "for", "postinfo", "in", "post_recs", ":", "if", "idx", ">"...	31.766667	0.002037
def number_independent_conservation_relations(model): """ Return the number of conserved metabolite pools. This number is given by the left null space of the stoichiometric matrix. Parameters ---------- model : cobra.Model The metabolic model under investigation. """ s_matrix,...	[ "def", "number_independent_conservation_relations", "(", "model", ")", ":", "s_matrix", ",", "_", ",", "_", "=", "con_helpers", ".", "stoichiometry_matrix", "(", "model", ".", "metabolites", ",", "model", ".", "reactions", ")", "ln_matrix", "=", "con_helpers", "...	27.882353	0.002041
def virtual_memory(): ''' .. versionadded:: 2014.7.0 Return a dict that describes statistics about system memory usage. .. note:: This function is only available in psutil version 0.6.0 and above. CLI Example: .. code-block:: bash salt '*' ps.virtual_memory ''' if p...	[ "def", "virtual_memory", "(", ")", ":", "if", "psutil", ".", "version_info", "<", "(", "0", ",", "6", ",", "0", ")", ":", "msg", "=", "'virtual_memory is only available in psutil 0.6.0 or greater'", "raise", "CommandExecutionError", "(", "msg", ")", "return", "d...	25	0.001927
def pad(x, paddings, dim_name, name=None): """Slice operation. Args: x: a list of Tensors paddings: list of integers of size 2, padding size before and after for dim. dim_name: string, name for the padding dim name: an optional string Returns: a Tensor with shape extended by output_shape for ...	[ "def", "pad", "(", "x", ",", "paddings", ",", "dim_name", ",", "name", "=", "None", ")", ":", "return", "PadOperation", "(", "x", ",", "paddings", ",", "dim_name", ",", "name", "=", "name", ")", ".", "outputs", "[", "0", "]" ]	30.923077	0.009662
def run(cli_args): """ Split the functionality into 2 methods. One for parsing the cli and one that runs the application. """ from .core import Core c = Core( source_file=cli_args["--data-file"], schema_files=cli_args["--schema-file"], extensions=cli_args['--extension']...	[ "def", "run", "(", "cli_args", ")", ":", "from", ".", "core", "import", "Core", "c", "=", "Core", "(", "source_file", "=", "cli_args", "[", "\"--data-file\"", "]", ",", "schema_files", "=", "cli_args", "[", "\"--schema-file\"", "]", ",", "extensions", "=",...	30.315789	0.001684
def issues(self, start=None): """Get the issues from pagination""" payload = self.__build_payload(size=self.items_per_page, operation=True, startdate=start) path = self.__get_url_project() return self.__fetch_items(path=path, payload=payload)	[ "def", "issues", "(", "self", ",", "start", "=", "None", ")", ":", "payload", "=", "self", ".", "__build_payload", "(", "size", "=", "self", ".", "items_per_page", ",", "operation", "=", "True", ",", "startdate", "=", "start", ")", "path", "=", "self",...	45	0.010909
def is_objective_required(self, objective_id=None, required_objective_id=None): """Tests if an objective is required before proceeding with an objective. arg: objective_id (osid.id.Id): Id of the dependent Objective arg: required_objective_id (osid.id.Id): Id of the required ...	[ "def", "is_objective_required", "(", "self", ",", "objective_id", "=", "None", ",", "required_objective_id", "=", "None", ")", ":", "if", "objective_id", "is", "None", "or", "required_objective_id", "is", "None", ":", "raise", "NullArgument", "(", ")", "requisit...	48.772727	0.001828
def resource(self): """ :class:`~zhmcclient.BaseResource`: The Python resource object of the resource these metric values apply to. Raises: :exc:`~zhmcclient.NotFound`: No resource found for this URI in the management scope of the HMC. """ if sel...	[ "def", "resource", "(", "self", ")", ":", "if", "self", ".", "_resource", "is", "not", "None", ":", "return", "self", ".", "_resource", "resource_class", "=", "self", ".", "metric_group_definition", ".", "resource_class", "resource_uri", "=", "self", ".", "r...	35.571429	0.000782
def flip_flip(self, point): """ Sometimes we 'flipped' the X/Y coordinates of the image during processing. This function takes an (x,y) location from the processing pipeline and returns the x/y location relative to the original reference frame. (Correctly checks if the coordinate is f...	[ "def", "flip_flip", "(", "self", ",", "point", ")", ":", "x", ",", "y", "=", "point", "if", "self", ".", "reading", ".", "compute_inverted", "(", ")", ":", "naxis1", "=", "self", ".", "reading", ".", "obs", ".", "header", ".", "get", "(", "self", ...	47.814815	0.009112
def changed_locations(a, include_first): """ Compute indices of values in ``a`` that differ from the previous value. Parameters ---------- a : np.ndarray The array on which to indices of change. include_first : bool Whether or not to consider the first index of the array as "cha...	[ "def", "changed_locations", "(", "a", ",", "include_first", ")", ":", "if", "a", ".", "ndim", ">", "1", ":", "raise", "ValueError", "(", "\"indices_of_changed_values only supports 1D arrays.\"", ")", "indices", "=", "flatnonzero", "(", "diff", "(", "a", ")", "...	27.642857	0.001248
def get_orders_info(self, symbol, states:list, types:list=None, start_date=None, end_date=None, _from=None, direct=None, size=No...	[ "def", "get_orders_info", "(", "self", ",", "symbol", ",", "states", ":", "list", ",", "types", ":", "list", "=", "None", ",", "start_date", "=", "None", ",", "end_date", "=", "None", ",", "_from", "=", "None", ",", "direct", "=", "None", ",", "size"...	34.404762	0.01144
def handle(self, args, options): """Handle the management command.""" if mon is None: sys.stderr.write(MISSING) else: mon.run(*options)	[ "def", "handle", "(", "self", ",", "", "args", ",", "", "", "options", ")", ":", "if", "mon", "is", "None", ":", "sys", ".", "stderr", ".", "write", "(", "MISSING", ")", "else", ":", "mon", ".", "run", "(", "", "*", "options", ")" ]	30.333333	0.010695
def export_context(cls, context): """ Export the specified context to be capable context transferring :param context: context to export :return: tuple """ if context is None: return result = [(x.context_name(), x.context_value()) for x in context] result.reverse() return tuple(result)	[ "def", "export_context", "(", "cls", ",", "context", ")", ":", "if", "context", "is", "None", ":", "return", "result", "=", "[", "(", "x", ".", "context_name", "(", ")", ",", "x", ".", "context_value", "(", ")", ")", "for", "x", "in", "context", "]...	26.818182	0.036066
def delete(collection_name, spec, safe, last_error_args, opts, flags=0): """Get a delete message. `opts` is a CodecOptions. `flags` is a bit vector that may contain the SingleRemove flag or not: http://docs.mongodb.org/meta-driver/latest/legacy/mongodb-wire-protocol/#op-delete """ ...	[ "def", "delete", "(", "collection_name", ",", "spec", ",", "safe", ",", "last_error_args", ",", "opts", ",", "flags", "=", "0", ")", ":", "data", "=", "_ZERO_32", "data", "+=", "bson", ".", "_make_c_string", "(", "collection_name", ")", "data", "+=", "st...	40.590909	0.001094
def basic_color(code): """ 16 colors supported """ def inner(text, rl=False): """ Every raw_input with color sequences should be called with rl=True to avoid readline messed up the length calculation """ c = code if rl: return "\001\033[%sm\002%s\001\0...	[ "def", "basic_color", "(", "code", ")", ":", "def", "inner", "(", "text", ",", "rl", "=", "False", ")", ":", "\"\"\" Every raw_input with color sequences should be called with\n rl=True to avoid readline messed up the length calculation\n \"\"\"", "c", "=", "code"...	29.357143	0.002358
def twilio_SMS(self, from_, to, body): """ Send an SMS message from your `twilio`_ account. .. _twilio: https://www.twilio.com/ Login will be performed using stored credentials. * stored credential name: TWILIO_ACCOUNT_SID * *stored credential name: TWILIO_AU...	[ "def", "twilio_SMS", "(", "self", ",", "from_", ",", "to", ",", "body", ")", ":", "logging", ".", "debug", "(", "'Texting from Twilio'", ")", "client", "=", "TwilioRestClient", "(", "self", ".", "_credentials", "[", "'TWILIO_ACCOUNT_SID'", "]", ",", "self", ...	41.166667	0.01088
def regress(self, method = 'lstsq'): """regress performs linear least squares regression of the designmatrix on the data. :param method: method, or backend to be used for the regression analysis. :type method: string, one of ['lstsq', 'sm_ols'] :returns: instance variables ...	[ "def", "regress", "(", "self", ",", "method", "=", "'lstsq'", ")", ":", "if", "method", "is", "'lstsq'", ":", "self", ".", "betas", ",", "residuals_sum", ",", "rank", ",", "s", "=", "LA", ".", "lstsq", "(", "self", ".", "design_matrix", ".", "T", "...	64.956522	0.011873
def build_highlight_objects(html, highlights, uniformize_html=True): '''converts a dict of pretty_name --> [tuple(string, score), ...] to `Highlight` objects as specified above. ''' if uniformize_html: try: html = uniform_html(html.encode('utf-8')).decode('utf-8') except Exc...	[ "def", "build_highlight_objects", "(", "html", ",", "highlights", ",", "uniformize_html", "=", "True", ")", ":", "if", "uniformize_html", ":", "try", ":", "html", "=", "uniform_html", "(", "html", ".", "encode", "(", "'utf-8'", ")", ")", ".", "decode", "("...	34.84375	0.000873
def _brace_key(self, key): """ key: 'x' -> '{x}' """ if isinstance(key, six.integer_types): t = str key = t(key) else: t = type(key) return t(u'{') + key + t(u'}')	[ "def", "_brace_key", "(", "self", ",", "key", ")", ":", "if", "isinstance", "(", "key", ",", "six", ".", "integer_types", ")", ":", "t", "=", "str", "key", "=", "t", "(", "key", ")", "else", ":", "t", "=", "type", "(", "key", ")", "return", "t"...	23.8	0.008097
def execute(self, triple_map, output, kwargs): """Method executes mapping between CSV source and output RDF args: triple_map(SimpleNamespace): Triple Map """ subject = self.generate_term(term_map=triple_map.subjectMap, kwargs)...	[ "def", "execute", "(", "self", ",", "triple_map", ",", "output", ",", "", "", "kwargs", ")", ":", "subject", "=", "self", ".", "generate_term", "(", "term_map", "=", "triple_map", ".", "subjectMap", ",", "", "", "kwargs", ")", "start_size", "=", "l...	41.878049	0.002277
def _UpdateProcessStatus( self, process_status, identifier, status, pid, used_memory, display_name, number_of_consumed_sources, number_of_produced_sources, number_of_consumed_events, number_of_produced_events, number_of_consumed_event_tags, number_of_produced_event_tags, number_of_consumed...	[ "def", "_UpdateProcessStatus", "(", "self", ",", "process_status", ",", "identifier", ",", "status", ",", "pid", ",", "used_memory", ",", "display_name", ",", "number_of_consumed_sources", ",", "number_of_produced_sources", ",", "number_of_consumed_events", ",", "number...	44.967742	0.001053
def nlmsg_type(self, value): """Message content setter.""" self.bytearray[self._get_slicers(1)] = bytearray(c_uint16(value or 0))	[ "def", "nlmsg_type", "(", "self", ",", "value", ")", ":", "self", ".", "bytearray", "[", "self", ".", "_get_slicers", "(", "1", ")", "]", "=", "bytearray", "(", "c_uint16", "(", "value", "or", "0", ")", ")" ]	47.666667	0.013793
def to_local_time(timestamp): """Convert a datatime object from UTC time to local time. Adopted from: http://stackoverflow.com/questions/4770297/python-convert-utc-datetime-string-to-local-datetime Parameters ---------- timestamp : string Default string representation of timestamps exp...	[ "def", "to_local_time", "(", "timestamp", ")", ":", "utc", "=", "dt", ".", "datetime", ".", "strptime", "(", "timestamp", ",", "'%Y-%m-%dT%H:%M:%S.%f'", ")", "# Get UTC and local time zone", "from_zone", "=", "tz", ".", "gettz", "(", "'UTC'", ")", "to_zone", "...	27.148148	0.001318
def _guess(kwargs): """ Adds types, actions, etc. to given argument specification. For example, ``default=3`` implies ``type=int``. :param arg: a :class:`argh.utils.Arg` instance """ guessed = {} # Parser actions that accept argument 'type' TYPE_AWARE_ACTIONS = 'store', 'append' #...	[ "def", "_guess", "(", "kwargs", ")", ":", "guessed", "=", "{", "}", "# Parser actions that accept argument 'type'", "TYPE_AWARE_ACTIONS", "=", "'store'", ",", "'append'", "# guess type/action from default value", "value", "=", "kwargs", ".", "get", "(", "'default'", "...	35.766667	0.000907
def retrieve_token(self, token): """ Retrieve Token details for a specific Token. Args: token: The identifier of the token. Returns: """ headers = self.client._get_private_headers() endpoint = '/tokens/{}'.format(token) return self.client._...	[ "def", "retrieve_token", "(", "self", ",", "token", ")", ":", "headers", "=", "self", ".", "client", ".", "_get_private_headers", "(", ")", "endpoint", "=", "'/tokens/{}'", ".", "format", "(", "token", ")", "return", "self", ".", "client", ".", "_get", "...	25.714286	0.008043
def _calculate_sun_vector(self): """Calculate sun vector for this sun.""" z_axis = Vector3(0., 0., -1.) x_axis = Vector3(1., 0., 0.) north_vector = Vector3(0., 1., 0.) # rotate north vector based on azimuth, altitude, and north _sun_vector = north_vector \ .r...	[ "def", "_calculate_sun_vector", "(", "self", ")", ":", "z_axis", "=", "Vector3", "(", "0.", ",", "0.", ",", "-", "1.", ")", "x_axis", "=", "Vector3", "(", "1.", ",", "0.", ",", "0.", ")", "north_vector", "=", "Vector3", "(", "0.", ",", "1.", ",", ...	36.954545	0.002398
def pre_filter(self): """ Return rTorrent condition to speed up data transfer. """ if self._name in self.PRE_FILTER_FIELDS: return '"{}={},value={}"'.format( self._rt_cmp, self.PRE_FILTER_FIELDS[self._name], int(self._value)) return ''	[ "def", "pre_filter", "(", "self", ")", ":", "if", "self", ".", "_name", "in", "self", ".", "PRE_FILTER_FIELDS", ":", "return", "'\"{}={},value={}\"'", ".", "format", "(", "self", ".", "_rt_cmp", ",", "self", ".", "PRE_FILTER_FIELDS", "[", "self", ".", "_na...	41.714286	0.010067
def _generate_union_serializer(self, union): """Emits the serialize method for the serialization object for the given union.""" union_name = fmt_class_prefix(union) with self.block_func( func='serialize', args=fmt_func_args_declaration([('valueObj', ...	[ "def", "_generate_union_serializer", "(", "self", ",", "union", ")", ":", "union_name", "=", "fmt_class_prefix", "(", "union", ")", "with", "self", ".", "block_func", "(", "func", "=", "'serialize'", ",", "args", "=", "fmt_func_args_declaration", "(", "[", "("...	43.236111	0.00157
def _dotify(cls, data): """Add dots.""" return ''.join(char if char in cls.PRINTABLE_DATA else '.' for char in data)	[ "def", "_dotify", "(", "cls", ",", "data", ")", ":", "return", "''", ".", "join", "(", "char", "if", "char", "in", "cls", ".", "PRINTABLE_DATA", "else", "'.'", "for", "char", "in", "data", ")" ]	40.666667	0.016129
def get_dates(feed: "Feed", *, as_date_obj: bool = False) -> List[str]: """ Return a list of dates for which the given "Feed" is valid, which could be the empty list if the "Feed" has no calendar information. Parameters ---------- feed : "Feed" as_date_obj : boolean If ``True``, the...	[ "def", "get_dates", "(", "feed", ":", "\"Feed\"", ",", "*", ",", "as_date_obj", ":", "bool", "=", "False", ")", "->", "List", "[", "str", "]", ":", "dates", "=", "[", "]", "if", "feed", ".", "calendar", "is", "not", "None", "and", "not", "feed", ...	32.977273	0.000669
def upload(self, force=False): """ Uploads a notebook :param force: True/False :returns {} """ self.package and self.release try: return self.aserver_api.upload(self.username, self.project, self.version, basename(...	[ "def", "upload", "(", "self", ",", "force", "=", "False", ")", ":", "self", ".", "package", "and", "self", ".", "release", "try", ":", "return", "self", ".", "aserver_api", ".", "upload", "(", "self", ".", "username", ",", "self", ".", "project", ","...	42.1	0.010453
def authorization_code(self, request, data, client): """ Handle ``grant_type=authorization_code`` requests as defined in :rfc:`4.1.3`. """ grant = self.get_authorization_code_grant(request, request.POST, client) if constants.SINGLE_ACCESS_TOKEN: ...	[ "def", "authorization_code", "(", "self", ",", "request", ",", "data", ",", "client", ")", ":", "grant", "=", "self", ".", "get_authorization_code_grant", "(", "request", ",", "request", ".", "POST", ",", "client", ")", "if", "constants", ".", "SINGLE_ACCESS...	39.176471	0.010264
def _run_seq(self, size): """ Send the contents of self['SEQ'] to the chip and wait until it finishes. """ # Write the sequence to the sequence generator (hw driver) self['SEQ'].write(size) #write pattern to memory self['SEQ'].set_size(size) # set size...	[ "def", "_run_seq", "(", "self", ",", "size", ")", ":", "# Write the sequence to the sequence generator (hw driver)", "self", "[", "'SEQ'", "]", ".", "write", "(", "size", ")", "#write pattern to memory", "self", "[", "'SEQ'", "]", ".", "set_size", "(", "size", "...	32.470588	0.019366
def _update_lhs(lhs, xCore, zCore, new_lhs): """ Function to be called from the project()""" # TODO: Use intermediate variable to use 5 nested loops instead of 6. r_old_x, n, r_x = xCore.shape num_obj, r_old_z, n, r_z = zCore.shape for idx in range(num_obj): for val in range(n): ...	[ "def", "_update_lhs", "(", "lhs", ",", "xCore", ",", "zCore", ",", "new_lhs", ")", ":", "# TODO: Use intermediate variable to use 5 nested loops instead of 6.", "r_old_x", ",", "n", ",", "r_x", "=", "xCore", ".", "shape", "num_obj", ",", "r_old_z", ",", "n", ","...	52.866667	0.001239
def gen_all_voltages_for_injections(self, injections_raw): """For a given set of current injections AB, generate all possible unique potential measurements. After Noel and Xu, 1991, for N electrodes, the number of possible voltage dipoles for a given current dipole is :math:`(N - 2)(N -...	[ "def", "gen_all_voltages_for_injections", "(", "self", ",", "injections_raw", ")", ":", "injections", "=", "injections_raw", ".", "astype", "(", "int", ")", "N", "=", "self", ".", "nr_electrodes", "all_quadpoles", "=", "[", "]", "for", "idipole", "in", "inject...	35.951613	0.00131
def submit(self, timestamp): """Internal instance method to submit this task for running immediately. Does not handle any iteration, end-date, etc., processing.""" Channel(RUN_TASK_CHANNEL).send({'id':self.pk, 'ts': timestamp.timestamp()})	[ "def", "submit", "(", "self", ",", "timestamp", ")", ":", "Channel", "(", "RUN_TASK_CHANNEL", ")", ".", "send", "(", "{", "'id'", ":", "self", ".", "pk", ",", "'ts'", ":", "timestamp", ".", "timestamp", "(", ")", "}", ")" ]	65	0.019011
def reset_globals(version=None, loop=None): """ Reinitialize the global singletons with a given API version. :param version: 1 or 2. If `None`, pulled from the `useProtocolApiV2` advanced setting. """ global containers global instruments global labware global robot g...	[ "def", "reset_globals", "(", "version", "=", "None", ",", "loop", "=", "None", ")", ":", "global", "containers", "global", "instruments", "global", "labware", "global", "robot", "global", "reset", "global", "modules", "global", "hardware", "robot", ",", "reset...	29.125	0.002079
def convert_convolution(node, **kwargs): """Map MXNet's convolution operator attributes to onnx's Conv operator and return the created node. """ name, input_nodes, attrs = get_inputs(node, kwargs) kernel_dims = list(parse_helper(attrs, "kernel")) stride_dims = list(parse_helper(attrs, "stride",...	[ "def", "convert_convolution", "(", "node", ",", "", "", "kwargs", ")", ":", "name", ",", "input_nodes", ",", "attrs", "=", "get_inputs", "(", "node", ",", "kwargs", ")", "kernel_dims", "=", "list", "(", "parse_helper", "(", "attrs", ",", "\"kernel\"", ...	29.555556	0.001214
def count_unique_sequences( allele_reads, max_prefix_size=None, max_suffix_size=None): """ Given a list of AlleleRead objects, extracts all unique (prefix, allele, suffix) sequences and associate each with the number of reads that contain that sequence. """ groups = group...	[ "def", "count_unique_sequences", "(", "allele_reads", ",", "max_prefix_size", "=", "None", ",", "max_suffix_size", "=", "None", ")", ":", "groups", "=", "group_unique_sequences", "(", "allele_reads", ",", "max_prefix_size", "=", "max_prefix_size", ",", "max_suffix_siz...	31.411765	0.001818
def get_summary(content): """Gets the summary of a license from tldrlegal.com""" soup = BeautifulSoup(content, "html.parser") summary = soup.find_all(attrs={ 'class': re.compile(r".\bsummary-content\b.")}) if summary[0].p.string is None: return summary[0].p.p.getText() return summary[0].p.getText...	[ "def", "get_summary", "(", "content", ")", ":", "soup", "=", "BeautifulSoup", "(", "content", ",", "\"html.parser\"", ")", "summary", "=", "soup", ".", "find_all", "(", "attrs", "=", "{", "'class'", ":", "re", ".", "compile", "(", "r\".*\\bsummary-content\\b...	34.888889	0.018634
def ProgChunks(list_, chunksize, nInput=None, **kwargs): """ Yeilds an iterator in chunks and computes progress Progress version of ut.ichunks Args: list_ (list): chunksize (?): nInput (None): (default = None) Kwargs: length, freq Returns: ProgressIter:...	[ "def", "ProgChunks", "(", "list_", ",", "chunksize", ",", "nInput", "=", "None", ",", "", "", "kwargs", ")", ":", "if", "nInput", "is", "None", ":", "nInput", "=", "len", "(", "list_", ")", "n_chunks", "=", "get_num_chunks", "(", "nInput", ",", "ch...	27.309524	0.000842
def delete_source(self, id, **kwargs): # noqa: E501 """Delete metadata (description and tags) for a specific source # noqa: E501 # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread ...	[ "def", "delete_source", "(", "self", ",", "id", ",", "", "", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async_req'", ")", ":", "return", "self", ".", "delete_source_...	41.857143	0.002225
def update(self, reseed): """ Update that snowflake! :param reseed: Whether we are in the normal reseed cycle or not. """ self._screen.print_at(" ", self._x, self._y) cell = None for _ in range(self._rate): self._y += 1 cell = self._screen...	[ "def", "update", "(", "self", ",", "reseed", ")", ":", "self", ".", "_screen", ".", "print_at", "(", "\" \"", ",", "self", ".", "_x", ",", "self", ".", "_y", ")", "cell", "=", "None", "for", "_", "in", "range", "(", "self", ".", "_rate", ")", "...	39.090909	0.002269
def __get_libpath(self): '''Return the absolute path to the MeCab library. On Windows, the path to the system dictionary is used to deduce the path to libmecab.dll. Otherwise, mecab-config is used find the libmecab shared object or dynamic library (*NIX or Mac OS, respec...	[ "def", "__get_libpath", "(", "self", ")", ":", "libp", "=", "os", ".", "getenv", "(", "self", ".", "MECAB_PATH", ")", "if", "libp", ":", "return", "os", ".", "path", ".", "abspath", "(", "libp", ")", "else", ":", "plat", "=", "sys", ".", "platform"...	40.6	0.00074
def next(self): """Iterator protocol: get next item or raise StopIteration.""" if self._fut is None: self._fut = self._iter.getq() try: try: # The future result is set by this class's _extended_callback # method. # pylint: disable=unpacking-non-sequence (ent, ...	[ "def", "next", "(", "self", ")", ":", "if", "self", ".", "_fut", "is", "None", ":", "self", ".", "_fut", "=", "self", ".", "_iter", ".", "getq", "(", ")", "try", ":", "try", ":", "# The future result is set by this class's _extended_callback", "# method.", ...	28.789474	0.00885
def url(self, var, default=NOTSET): """ :rtype: urlparse.ParseResult """ return self.get_value(var, cast=urlparse, default=default, parse_default=True)	[ "def", "url", "(", "self", ",", "var", ",", "default", "=", "NOTSET", ")", ":", "return", "self", ".", "get_value", "(", "var", ",", "cast", "=", "urlparse", ",", "default", "=", "default", ",", "parse_default", "=", "True", ")" ]	35.8	0.016393
def from_string(contents): """ Creates GaussianInput from a string. Args: contents: String representing an Gaussian input file. Returns: GaussianInput object """ lines = [l.strip() for l in contents.split("\n")] link0_patt = re.compile(r...	[ "def", "from_string", "(", "contents", ")", ":", "lines", "=", "[", "l", ".", "strip", "(", ")", "for", "l", "in", "contents", ".", "split", "(", "\"\\n\"", ")", "]", "link0_patt", "=", "re", ".", "compile", "(", "r\"^(%.+)\\s=\\s(.+)\"", ")", "link0...	35.507937	0.001305
def time_report(self, include_overhead=False, header=None, include_server=True, digits=4): """ Returns a str table of the times for this api call :param include_overhead: bool if True include information from overhead, such as the time for...	[ "def", "time_report", "(", "self", ",", "include_overhead", "=", "False", ",", "header", "=", "None", ",", "include_server", "=", "True", ",", "digits", "=", "4", ")", ":", "try", ":", "self", ".", "_timestamps", ".", "setdefault", "(", "'report'", ",", ...	48.064935	0.001324
async def create_vm(self, preset_name: str, image: str, flavor: str, security_groups: List=None, userdata: Dict=None, key_name: str=None, availability_zone: str=None, subnets: List=None) -> Any: """ Create (boot) a new server. :arg string preset_n...	[ "async", "def", "create_vm", "(", "self", ",", "preset_name", ":", "str", ",", "image", ":", "str", ",", "flavor", ":", "str", ",", "security_groups", ":", "List", "=", "None", ",", "userdata", ":", "Dict", "=", "None", ",", "key_name", ":", "str", "...	48.285714	0.017408
def _process_incoming_iq(self, stanza_obj): """ Process an incoming IQ stanza `stanza_obj`. Calls the response handler, spawns a request handler coroutine or drops the stanza while logging a warning if no handler can be found. """ self._logger.debug("incoming iq: %r", sta...	[ "def", "_process_incoming_iq", "(", "self", ",", "stanza_obj", ")", ":", "self", ".", "_logger", ".", "debug", "(", "\"incoming iq: %r\"", ",", "stanza_obj", ")", "if", "stanza_obj", ".", "type_", ".", "is_response", ":", "# iq response", "self", ".", "_logger...	41.679487	0.000601
def manage_file_analysis(args: argparse.Namespace, filename: str, data: object) -> None: """ Take care of the analysis of a datafile """ key = DataStore.hashfile(filename) print('Analyzing {} --> {}'.format(filename, key)) if data.check_key(key): # if exists in database, prepopulate fit...	[ "def", "manage_file_analysis", "(", "args", ":", "argparse", ".", "Namespace", ",", "filename", ":", "str", ",", "data", ":", "object", ")", "->", "None", ":", "key", "=", "DataStore", ".", "hashfile", "(", "filename", ")", "print", "(", "'Analyzing {} -->...	40.666667	0.002288
def create(self, context, request): """/@@API/create: Create new object. Required parameters: - obj_type = portal_type of new object. - obj_path = path of new object, from plone site root. - Not required for obj_type=AnalysisRequest Optionally: ...	[ "def", "create", "(", "self", ",", "context", ",", "request", ")", ":", "savepoint", "=", "transaction", ".", "savepoint", "(", ")", "self", ".", "context", "=", "context", "self", ".", "request", "=", "request", "self", ".", "unused", "=", "[", "x", ...	39.976331	0.001589
def _set_fields(self, json_dict): """ Set this object's attributes specified in json_dict """ for key, value in json_dict.items(): if not key.startswith("_"): setattr(self, key, value)	[ "def", "_set_fields", "(", "self", ",", "json_dict", ")", ":", "for", "key", ",", "value", "in", "json_dict", ".", "items", "(", ")", ":", "if", "not", "key", ".", "startswith", "(", "\"_\"", ")", ":", "setattr", "(", "self", ",", "key", ",", "valu...	44.8	0.008772
def reset(self): """Reset stacks and instruction pointer.""" self.data_stack = stack.Stack() self.return_stack = stack.Stack() self.instruction_pointer = 0 return self	[ "def", "reset", "(", "self", ")", ":", "self", ".", "data_stack", "=", "stack", ".", "Stack", "(", ")", "self", ".", "return_stack", "=", "stack", ".", "Stack", "(", ")", "self", ".", "instruction_pointer", "=", "0", "return", "self" ]	33.666667	0.009662
def post_user_bookmarks_save(self, id, **data): """ POST /users/:id/bookmarks/save/ Adds a new bookmark for the user. Returns ``{"created": true}``. A user is only authorized to save his/her own events. """ return self.post("/users/{0}/bookmarks/save/".format(id)...	[ "def", "post_user_bookmarks_save", "(", "self", ",", "id", ",", "", "", "data", ")", ":", "return", "self", ".", "post", "(", "\"/users/{0}/bookmarks/save/\"", ".", "format", "(", "id", ")", ",", "data", "=", "data", ")" ]	40.625	0.009036
def transform(self, X): """Computes the row principal coordinates of a dataset. Same as calling `row_coordinates`. In most cases you should be using the same dataset as you did when calling the `fit` method. You might however also want to included supplementary data. """ ...	[ "def", "transform", "(", "self", ",", "X", ")", ":", "utils", ".", "validation", ".", "check_is_fitted", "(", "self", ",", "'s_'", ")", "if", "self", ".", "check_input", ":", "utils", ".", "check_array", "(", "X", ")", "return", "self", ".", "row_coord...	41.454545	0.008584
def _index_entities(self): ''' Sets current instance's entities based on the existing index. Note: Only entity key/value pairs common to all rows in all contained Variables are returned. E.g., if a Collection contains Variables extracted from runs 1, 2 and 3 from subject '01', t...	[ "def", "_index_entities", "(", "self", ")", ":", "all_ents", "=", "pd", ".", "DataFrame", ".", "from_records", "(", "[", "v", ".", "entities", "for", "v", "in", "self", ".", "variables", ".", "values", "(", ")", "]", ")", "constant", "=", "all_ents", ...	49	0.002225
def call(self, tag_name: str, args, kwargs): """Convenience method for calling methods with walker.""" if hasattr(self, tag_name): getattr(self, tag_name)(args, **kwargs)	[ "def", "call", "(", "self", ",", "tag_name", ":", "str", ",", "", "args", ",", "", "", "kwargs", ")", ":", "if", "hasattr", "(", "self", ",", "tag_name", ")", ":", "getattr", "(", "self", ",", "tag_name", ")", "(", "", "args", ",", "", ""...	49.75	0.009901
def _get_longest_hl(self, highlights): """ Given a list of highlighted text, returns the longest highlight For example: [ "<em>Muscle</em> <em>atrophy</em>, generalized", "Generalized <em>muscle</em> degeneration", "Diffuse skeletal <em>">muscl...	[ "def", "_get_longest_hl", "(", "self", ",", "highlights", ")", ":", "len_dict", "=", "OrderedDict", "(", ")", "for", "hl", "in", "highlights", ":", "# dummy tags to make it valid xml", "dummy_xml", "=", "\"<p>\"", "+", "hl", "+", "\"</p>\"", "try", ":", "eleme...	33.774194	0.001857
def confidences(cluster, condensed_distances, d): ''' We calculate a per record score that is similar to a standard deviation. The main reason is that these record scores can be used to calculate the standard deviation of an entire cluster, which is a reasonable metric for clusters. ''' sc...	[ "def", "confidences", "(", "cluster", ",", "condensed_distances", ",", "d", ")", ":", "scores", "=", "dict", ".", "fromkeys", "(", "cluster", ",", "0.0", ")", "squared_distances", "=", "condensed_distances", "**", "2", "for", "i", ",", "j", "in", "itertool...	40.35	0.001211
def create_model( self, parent, model, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None, ): """ Creates a model. Returns a Model in the ``response`` field when it completes. When you ...	[ "def", "create_model", "(", "self", ",", "parent", ",", "model", ",", "retry", "=", "google", ".", "api_core", ".", "gapic_v1", ".", "method", ".", "DEFAULT", ",", "timeout", "=", "google", ".", "api_core", ".", "gapic_v1", ".", "method", ".", "DEFAULT",...	40.340426	0.002059
def write_fpga_reg(self, fpga_num, addr, value, cabinet, frame, board): """Write the value of an FPGA (SPI) register. See the SpI/O project's spinnaker_fpga design's `README`_ for a listing of FPGA registers. The SpI/O project can be found on GitHub at: https://github.com/SpiNNakerManch...	[ "def", "write_fpga_reg", "(", "self", ",", "fpga_num", ",", "addr", ",", "value", ",", "cabinet", ",", "frame", ",", "board", ")", ":", "arg1", "=", "addr", "&", "(", "~", "0x3", ")", "arg2", "=", "4", "# Write a 32-bit value", "arg3", "=", "fpga_num",...	41.961538	0.001792
def serve_file(load, fnd): ''' Return a chunk from a file based on the data received ''' if 'env' in load: # "env" is not supported; Use "saltenv". load.pop('env') ret = {'data': '', 'dest': ''} if 'path' not in load or 'loc' not in load or 'saltenv' not in load: ...	[ "def", "serve_file", "(", "load", ",", "fnd", ")", ":", "if", "'env'", "in", "load", ":", "# \"env\" is not supported; Use \"saltenv\".", "load", ".", "pop", "(", "'env'", ")", "ret", "=", "{", "'data'", ":", "''", ",", "'dest'", ":", "''", "}", "if", ...	29.702703	0.001762
def createAlignment(self, resultFormat=dict): """ Run the alignment algorithm. @param resultFormat: Either C{dict} or C{str}, giving the desired result format. @return: If C{resultFormat} is C{dict}, a C{dict} containing information about the match (or C{None}) i...	[ "def", "createAlignment", "(", "self", ",", "resultFormat", "=", "dict", ")", ":", "table", "=", "self", ".", "_initialise", "(", ")", "alignment", "=", "self", ".", "_fillAndTraceback", "(", "table", ")", "output", "=", "alignment", "[", "0", "]", "if",...	40.655172	0.001657
def save_file(self, filename, text): """Save the given text under the given condition filename and the current path. If the current directory is not defined explicitly, the directory name is constructed with the actual simulation end date. If such an directory does not exist, i...	[ "def", "save_file", "(", "self", ",", "filename", ",", "text", ")", ":", "_defaultdir", "=", "self", ".", "DEFAULTDIR", "try", ":", "if", "not", "filename", ".", "endswith", "(", "'.py'", ")", ":", "filename", "+=", "'.py'", "try", ":", "self", ".", ...	39.692308	0.001892
def dfa_complementation(dfa: dict) -> dict: """ Returns a DFA that accepts any word but he ones accepted by the input DFA. Let A be a completed DFA, :math:`Ā = (Σ, S, s_0 , ρ, S − F )` is the DFA that runs A but accepts whatever word A does not. :param dict dfa: input DFA. :return: (dict) re...	[ "def", "dfa_complementation", "(", "dfa", ":", "dict", ")", "->", "dict", ":", "dfa_complement", "=", "dfa_completion", "(", "deepcopy", "(", "dfa", ")", ")", "dfa_complement", "[", "'accepting_states'", "]", "=", "dfa_complement", "[", "'states'", "]", ".", ...	39.857143	0.001751
def p_simple_list(p): '''simple_list : simple_list1 \| simple_list1 AMPERSAND \| simple_list1 SEMICOLON''' tok = p.lexer heredoc.gatherheredocuments(tok) if len(p) == 3 or len(p[1]) > 1: parts = p[1] if len(p) == 3: parts.append(ast.node(k...	[ "def", "p_simple_list", "(", "p", ")", ":", "tok", "=", "p", ".", "lexer", "heredoc", ".", "gatherheredocuments", "(", "tok", ")", "if", "len", "(", "p", ")", "==", "3", "or", "len", "(", "p", "[", "1", "]", ")", ">", "1", ":", "parts", "=", ...	33.65	0.001445
def current_kv_names(self): """Return set of string names of current available Splunk KV collections""" return current_kv_names(self.sci, self.username, self.appname, request=self._request)	[ "def", "current_kv_names", "(", "self", ")", ":", "return", "current_kv_names", "(", "self", ".", "sci", ",", "self", ".", "username", ",", "self", ".", "appname", ",", "request", "=", "self", ".", "_request", ")" ]	67.666667	0.019512
def create_session(self, session_id, register=True): """Creates new session object and returns it. `request` Request that created the session. Will be used to get query string parameters and cookies `register` Should be session registered in a storage. Websoc...	[ "def", "create_session", "(", "self", ",", "session_id", ",", "register", "=", "True", ")", ":", "# TODO: Possible optimization here for settings.get", "s", "=", "self", ".", "_session_kls", "(", "self", ".", "_connection", ",", "self", ",", "session_id", ",", "...	33.095238	0.008392
def quokka_bounding_boxes(size=None, extract=None): """ Returns example bounding boxes on the standard example quokke image. Currently only a single bounding box is returned that covers the quokka. Parameters ---------- size : None or float or tuple of int or tuple of float, optional S...	[ "def", "quokka_bounding_boxes", "(", "size", "=", "None", ",", "extract", "=", "None", ")", ":", "# TODO get rid of this deferred import", "from", "imgaug", ".", "augmentables", ".", "bbs", "import", "BoundingBox", ",", "BoundingBoxesOnImage", "left", ",", "top", ...	34.686275	0.002199
def split_conditional (property): """ If 'property' is conditional property, returns condition and the property, e.g <variant>debug,<toolset>gcc:<inlining>full will become <variant>debug,<toolset>gcc <inlining>full. Otherwise, returns empty string. """ assert isinstance(prope...	[ "def", "split_conditional", "(", "property", ")", ":", "assert", "isinstance", "(", "property", ",", "basestring", ")", "m", "=", "__re_split_conditional", ".", "match", "(", "property", ")", "if", "m", ":", "return", "(", "m", ".", "group", "(", "1", ")...	31.928571	0.01087
def cells_to_series(cells, args): """Convert a CellImpl into a Series. `args` must be a sequence of argkeys. `args` can be longer or shorter then the number of cell's parameters. If shorter, then defaults are filled if any, else raise error. If longer, then redundant args are ignored. """ ...	[ "def", "cells_to_series", "(", "cells", ",", "args", ")", ":", "paramlen", "=", "len", "(", "cells", ".", "formula", ".", "parameters", ")", "is_multidx", "=", "paramlen", ">", "1", "if", "len", "(", "cells", ".", "data", ")", "==", "0", ":", "data",...	28.145161	0.001107
def print_roi(self, loglevel=logging.INFO): """Print information about the spectral and spatial properties of the ROI (sources, diffuse components).""" self.logger.log(loglevel, '\n' + str(self.roi))	[ "def", "print_roi", "(", "self", ",", "loglevel", "=", "logging", ".", "INFO", ")", ":", "self", ".", "logger", ".", "log", "(", "loglevel", ",", "'\\n'", "+", "str", "(", "self", ".", "roi", ")", ")" ]	55	0.008969
def _alarms_present(name, alarms, alarms_from_pillar, region, key, keyid, profile): '''helper method for present. ensure that cloudwatch_alarms are set''' current = __salt__['config.option'](alarms_from_pillar, {}) if alarms: current = salt.utils.dictupdate.update(current, alarms) ret = {'name'...	[ "def", "_alarms_present", "(", "name", ",", "alarms", ",", "alarms_from_pillar", ",", "region", ",", "key", ",", "keyid", ",", "profile", ")", ":", "current", "=", "__salt__", "[", "'config.option'", "]", "(", "alarms_from_pillar", ",", "{", "}", ")", "if"...	46.740741	0.002329
def unsubscribe_all(self): # type: () -> None """Unsubscribe from all topics.""" topics = list(self.topics.keys()) for topic in topics: self.unsubscribe(topic)	[ "def", "unsubscribe_all", "(", "self", ")", ":", "# type: () -> None", "topics", "=", "list", "(", "self", ".", "topics", ".", "keys", "(", ")", ")", "for", "topic", "in", "topics", ":", "self", ".", "unsubscribe", "(", "topic", ")" ]	33	0.014778
def generate_random(self, bits_len=None): """Generates a random value. :param int bits_len: :rtype: int """ bits_len = bits_len or self._bits_random return random().getrandbits(bits_len)	[ "def", "generate_random", "(", "self", ",", "bits_len", "=", "None", ")", ":", "bits_len", "=", "bits_len", "or", "self", ".", "_bits_random", "return", "random", "(", ")", ".", "getrandbits", "(", "bits_len", ")" ]	28.5	0.008511
def from_raw(self, raw: RawScalar) -> Optional[bytes]: """Override superclass method.""" try: return base64.b64decode(raw, validate=True) except TypeError: return None	[ "def", "from_raw", "(", "self", ",", "raw", ":", "RawScalar", ")", "->", "Optional", "[", "bytes", "]", ":", "try", ":", "return", "base64", ".", "b64decode", "(", "raw", ",", "validate", "=", "True", ")", "except", "TypeError", ":", "return", "None" ]	35	0.009302
def transform_coords(self, width, height): """Return the current absolute (x, y) coordinates of the tablet tool event, transformed to screen coordinates and whether they have changed in this event. Note: On some devices, returned value may be negative or larger than the width of the device. See `Out-of-b...	[ "def", "transform_coords", "(", "self", ",", "width", ",", "height", ")", ":", "x", "=", "self", ".", "_libinput", ".", "libinput_event_tablet_tool_get_x_transformed", "(", "self", ".", "_handle", ",", "width", ")", "y", "=", "self", ".", "_libinput", ".", ...	38.346154	0.024462
def figure_grid(figures_grid, row_heights=None, column_widths=None, row_spacing=0.15, column_spacing=0.15, share_xaxis=False, share_yaxis=False): """ Construct a figure from a 2D grid of sub-figures Parameters ...	[ "def", "figure_grid", "(", "figures_grid", ",", "row_heights", "=", "None", ",", "column_widths", "=", "None", ",", "row_spacing", "=", "0.15", ",", "column_spacing", "=", "0.15", ",", "share_xaxis", "=", "False", ",", "share_yaxis", "=", "False", ")", ":", ...	35.932584	0.000304
def scaled_data(self, data_class, x_range=None, y_range=None): """Scale `self.data` as appropriate for the given data encoding (data_class) and return it. An optional `y_range` -- a 2-tuple (lower, upper) -- can be given to specify the y-axis bounds. If not given, the range is i...	[ "def", "scaled_data", "(", "self", ",", "data_class", ",", "x_range", "=", "None", ",", "y_range", "=", "None", ")", ":", "self", ".", "scaled_data_class", "=", "data_class", "# Determine the x-axis range for scaling.", "if", "x_range", "is", "None", ":", "x_ran...	38.212766	0.001086
def _mouse_pointer_moved(self, x, y): '''GUI callback for mouse moved''' self._namespace['MOUSEX'] = x self._namespace['MOUSEY'] = y	[ "def", "_mouse_pointer_moved", "(", "self", ",", "x", ",", "y", ")", ":", "self", ".", "_namespace", "[", "'MOUSEX'", "]", "=", "x", "self", ".", "_namespace", "[", "'MOUSEY'", "]", "=", "y" ]	38.25	0.012821
def model_fields(model, allow_pk=False, only=None, exclude=None, field_args=None, converter=None): """ Generate a dictionary of fields for a given Peewee model. See `model_form` docstring for description of parameters. """ converter = converter or ModelConverter() field_args = ...	[ "def", "model_fields", "(", "model", ",", "allow_pk", "=", "False", ",", "only", "=", "None", ",", "exclude", "=", "None", ",", "field_args", "=", "None", ",", "converter", "=", "None", ")", ":", "converter", "=", "converter", "or", "ModelConverter", "("...	29.571429	0.00117
def map_model(self, new): """ Maps a domain model to the diagram """ logger.debug("Mapping the domain model!") dot = Dot() self.diagram.clear_canvas() for node_mapping in self.nodes: ct = node_mapping.containment_trait logger.debug("Mapping elements con...	[ "def", "map_model", "(", "self", ",", "new", ")", ":", "logger", ".", "debug", "(", "\"Mapping the domain model!\"", ")", "dot", "=", "Dot", "(", ")", "self", ".", "diagram", ".", "clear_canvas", "(", ")", "for", "node_mapping", "in", "self", ".", "nodes...	40.95082	0.002346
def clean_up(self): """Do clean-up before returning buffer""" self.action_buffer = [] self.sources = {} self.doc_to_get = {} self.doc_to_update = []	[ "def", "clean_up", "(", "self", ")", ":", "self", ".", "action_buffer", "=", "[", "]", "self", ".", "sources", "=", "{", "}", "self", ".", "doc_to_get", "=", "{", "}", "self", ".", "doc_to_update", "=", "[", "]" ]	30.5	0.010638
def usernames( self ): """ This function returns the list of unique usernames corresponding to the tweets stored in self. """ try: return list(set([tweet.username for tweet in self])) except: log.error("error -- possibly a problem w...	[ "def", "usernames", "(", "self", ")", ":", "try", ":", "return", "list", "(", "set", "(", "[", "tweet", ".", "username", "for", "tweet", "in", "self", "]", ")", ")", "except", ":", "log", ".", "error", "(", "\"error -- possibly a problem with tweets stored...	29.909091	0.00885
def parser(): """Parse command line arguments, validate them, and return them.""" parser = argparse.ArgumentParser(add_help=False) parser.add_argument('-r', '--read-only', action='store_true', help='open notmuch database in read-only mode') parser.add_argument('-c', '--config', m...	[ "def", "parser", "(", ")", ":", "parser", "=", "argparse", ".", "ArgumentParser", "(", "add_help", "=", "False", ")", "parser", ".", "add_argument", "(", "'-r'", ",", "'--read-only'", ",", "action", "=", "'store_true'", ",", "help", "=", "'open notmuch datab...	53.719298	0.000321
def check_collections_are_supported(saved_model_handler, supported): """Checks that SavedModelHandler only uses supported collections.""" for meta_graph in saved_model_handler.meta_graphs: used_collection_keys = set(meta_graph.collection_def.keys()) unsupported = used_collection_keys - supported if unsu...	[ "def", "check_collections_are_supported", "(", "saved_model_handler", ",", "supported", ")", ":", "for", "meta_graph", "in", "saved_model_handler", ".", "meta_graphs", ":", "used_collection_keys", "=", "set", "(", "meta_graph", ".", "collection_def", ".", "keys", "(",...	58.666667	0.009328
def reorder_sonos_playlist(self, sonos_playlist, tracks, new_pos, update_id=0): """Reorder and/or Remove tracks in a Sonos playlist. The underlying call is quite complex as it can both move a track within the list or delete a track from the playlist. All of this ...	[ "def", "reorder_sonos_playlist", "(", "self", ",", "sonos_playlist", ",", "tracks", ",", "new_pos", ",", "update_id", "=", "0", ")", ":", "# allow either a string 'SQ:10' or an object with item_id attribute.", "object_id", "=", "getattr", "(", "sonos_playlist", ",", "'i...	46.043103	0.00055
def industry_code(self): """ [str] 国民经济行业分类代码，具体可参考“Industry列表” （股票专用） """ try: return self.__dict__["industry_code"] except (KeyError, ValueError): raise AttributeError( "Instrument(order_book_id={}) has no attribute 'industry_code' ".form...	[ "def", "industry_code", "(", "self", ")", ":", "try", ":", "return", "self", ".", "__dict__", "[", "\"industry_code\"", "]", "except", "(", "KeyError", ",", "ValueError", ")", ":", "raise", "AttributeError", "(", "\"Instrument(order_book_id={}) has no attribute 'ind...	34.7	0.008427
def change_active_widget(self, index): """ This is implemented for handling negative values in index for 3d arrays, to give the same behavior as slicing """ string_index = [':']*3 string_index[self.last_dim] = '<font color=red>%i</font>' self.slicing_label....	[ "def", "change_active_widget", "(", "self", ",", "index", ")", ":", "string_index", "=", "[", "':'", "]", "*", "3", "string_index", "[", "self", ".", "last_dim", "]", "=", "'<font color=red>%i</font>'", "self", ".", "slicing_label", ".", "setText", "(", "(",...	44.37037	0.002451
def _TerminateProcessByPid(self, pid): """Terminate a process that's monitored by the engine. Args: pid (int): process identifier (PID). Raises: KeyError: if the process is not registered with and monitored by the engine. """ self._RaiseIfNotRegistered(pid) process = sel...	[ "def", "_TerminateProcessByPid", "(", "self", ",", "pid", ")", ":", "self", ".", "_RaiseIfNotRegistered", "(", "pid", ")", "process", "=", "self", ".", "_processes_per_pid", "[", "pid", "]", "self", ".", "_TerminateProcess", "(", "process", ")", "self", ".",...	25.5	0.002364
def inverted(self): """ Returns an inverted copy of this query. :return <orb.Query> """ out = self.copy() out.setInverted(not self.isInverted()) return out	[ "def", "inverted", "(", "self", ")", ":", "out", "=", "self", ".", "copy", "(", ")", "out", ".", "setInverted", "(", "not", "self", ".", "isInverted", "(", ")", ")", "return", "out" ]	23.111111	0.009259
def get_interfaces(impls): """Get interfaces from their implementations.""" if impls is None: return None elif isinstance(impls, OrderMixin): result = OrderedDict() for name in impls.order: result[name] = impls[name].interface return result elif isinstance(i...	[ "def", "get_interfaces", "(", "impls", ")", ":", "if", "impls", "is", "None", ":", "return", "None", "elif", "isinstance", "(", "impls", ",", "OrderMixin", ")", ":", "result", "=", "OrderedDict", "(", ")", "for", "name", "in", "impls", ".", "order", ":...	26.894737	0.00189
def attrdict(prev, attr_names): """attrdict pipe can extract attribute values of object into a dict. The argument attr_names can be a list or a dict. If attr_names is a list and its item is not a valid attribute of prev's object. It will be excluded from yielded dict. If attr_names is dict and th...	[ "def", "attrdict", "(", "prev", ",", "attr_names", ")", ":", "if", "isinstance", "(", "attr_names", ",", "dict", ")", ":", "for", "obj", "in", "prev", ":", "attr_values", "=", "dict", "(", ")", "for", "name", "in", "attr_names", ".", "keys", "(", ")"...	35.787879	0.000824
def valid_email(emailaddress, domains=GENERIC_DOMAINS): """Checks for a syntactically valid email address.""" # Email address must be at least 6 characters in total. # Assuming noone may have addresses of the type a@com if len(emailaddress) < 6: return False # Address too short. # Split u...	[ "def", "valid_email", "(", "emailaddress", ",", "domains", "=", "GENERIC_DOMAINS", ")", ":", "# Email address must be at least 6 characters in total.", "# Assuming noone may have addresses of the type a@com", "if", "len", "(", "emailaddress", ")", "<", "6", ":", "return", "...	32.821429	0.001057
def xpointerNewRange(self, startindex, end, endindex): """Create a new xmlXPathObjectPtr of type range """ if end is None: end__o = None else: end__o = end._o ret = libxml2mod.xmlXPtrNewRange(self._o, startindex, end__o, endindex) if ret is None:raise treeError('xmlXPtrNewRange()...	[ "def", "xpointerNewRange", "(", "self", ",", "startindex", ",", "end", ",", "endindex", ")", ":", "if", "end", "is", "None", ":", "end__o", "=", "None", "else", ":", "end__o", "=", "end", ".", "_o", "ret", "=", "libxml2mod", ".", "xmlXPtrNewRange", "("...	51.142857	0.016484
def population_counts( self, population_size, weighted=True, include_missing=False, include_transforms_for_dims=None, prune=False, ): """Return counts scaled in proportion to overall population. The return value is a numpy.ndarray object. Count values...	[ "def", "population_counts", "(", "self", ",", "population_size", ",", "weighted", "=", "True", ",", "include_missing", "=", "False", ",", "include_transforms_for_dims", "=", "None", ",", "prune", "=", "False", ",", ")", ":", "population_counts", "=", "[", "sli...	31.931818	0.002072
def _needs_update(self): 'Returns whether the ProgressBar should redraw the line.' if self.poll_interval: delta = timeit.default_timer() - self._last_update_timer poll_status = delta > self.poll_interval.total_seconds() else: delta = 0 poll_status...	[ "def", "_needs_update", "(", "self", ")", ":", "if", "self", ".", "poll_interval", ":", "delta", "=", "timeit", ".", "default_timer", "(", ")", "-", "self", ".", "_last_update_timer", "poll_status", "=", "delta", ">", "self", ".", "poll_interval", ".", "to...	35.166667	0.002307
def expand_benchmark_name(bm_name, bench_groups): """Recursively expand name benchmark names. Args: bm_name: string naming a benchmark or benchmark group. Yields: Names of actual benchmarks, with all group names fully expanded. """ expansion = bench_groups.get(bm_name) if expan...	[ "def", "expand_benchmark_name", "(", "bm_name", ",", "bench_groups", ")", ":", "expansion", "=", "bench_groups", ".", "get", "(", "bm_name", ")", "if", "expansion", ":", "for", "name", "in", "expansion", ":", "for", "name", "in", "expand_benchmark_name", "(", ...	29.1875	0.002075

def listLastFires(self, *args, **kwargs): """ Get information about recent hook fires This endpoint will return information about the the last few times this hook has been fired, including whether the hook was fired successfully or not This method gives output: ``v1/list-lastFi...

[ "def", "listLastFires", "(", "self", ",", "*", "args", ",", "*", "*", "kwargs", ")", ":", "return", "self", ".", "_makeApiCall", "(", "self", ".", "funcinfo", "[", "\"listLastFires\"", "]", ",", "*", "args", ",", "*", "*", "kwargs", ")" ]

35.692308

0.008403

def errcat(self): ''' List the posts to be modified. ''' post_recs = MPost.query_random(limit=1000) outrecs = [] errrecs = [] idx = 0 for postinfo in post_recs: if idx > 16: break cat = MPost2Catalog.get_first_catego...

[ "def", "errcat", "(", "self", ")", ":", "post_recs", "=", "MPost", ".", "query_random", "(", "limit", "=", "1000", ")", "outrecs", "=", "[", "]", "errrecs", "=", "[", "]", "idx", "=", "0", "for", "postinfo", "in", "post_recs", ":", "if", "idx", ">"...

31.766667

0.002037

def number_independent_conservation_relations(model): """ Return the number of conserved metabolite pools. This number is given by the left null space of the stoichiometric matrix. Parameters ---------- model : cobra.Model The metabolic model under investigation. """ s_matrix,...

[ "def", "number_independent_conservation_relations", "(", "model", ")", ":", "s_matrix", ",", "_", ",", "_", "=", "con_helpers", ".", "stoichiometry_matrix", "(", "model", ".", "metabolites", ",", "model", ".", "reactions", ")", "ln_matrix", "=", "con_helpers", "...

27.882353

0.002041

def virtual_memory(): ''' .. versionadded:: 2014.7.0 Return a dict that describes statistics about system memory usage. .. note:: This function is only available in psutil version 0.6.0 and above. CLI Example: .. code-block:: bash salt '*' ps.virtual_memory ''' if p...

[ "def", "virtual_memory", "(", ")", ":", "if", "psutil", ".", "version_info", "<", "(", "0", ",", "6", ",", "0", ")", ":", "msg", "=", "'virtual_memory is only available in psutil 0.6.0 or greater'", "raise", "CommandExecutionError", "(", "msg", ")", "return", "d...

25

0.001927

def pad(x, paddings, dim_name, name=None): """Slice operation. Args: x: a list of Tensors paddings: list of integers of size 2, padding size before and after for dim. dim_name: string, name for the padding dim name: an optional string Returns: a Tensor with shape extended by output_shape for ...

[ "def", "pad", "(", "x", ",", "paddings", ",", "dim_name", ",", "name", "=", "None", ")", ":", "return", "PadOperation", "(", "x", ",", "paddings", ",", "dim_name", ",", "name", "=", "name", ")", ".", "outputs", "[", "0", "]" ]

30.923077

0.009662

def run(cli_args): """ Split the functionality into 2 methods. One for parsing the cli and one that runs the application. """ from .core import Core c = Core( source_file=cli_args["--data-file"], schema_files=cli_args["--schema-file"], extensions=cli_args['--extension']...

[ "def", "run", "(", "cli_args", ")", ":", "from", ".", "core", "import", "Core", "c", "=", "Core", "(", "source_file", "=", "cli_args", "[", "\"--data-file\"", "]", ",", "schema_files", "=", "cli_args", "[", "\"--schema-file\"", "]", ",", "extensions", "=",...

30.315789

0.001684

def issues(self, start=None): """Get the issues from pagination""" payload = self.__build_payload(size=self.items_per_page, operation=True, startdate=start) path = self.__get_url_project() return self.__fetch_items(path=path, payload=payload)

[ "def", "issues", "(", "self", ",", "start", "=", "None", ")", ":", "payload", "=", "self", ".", "__build_payload", "(", "size", "=", "self", ".", "items_per_page", ",", "operation", "=", "True", ",", "startdate", "=", "start", ")", "path", "=", "self",...

45

0.010909

def is_objective_required(self, objective_id=None, required_objective_id=None): """Tests if an objective is required before proceeding with an objective. arg: objective_id (osid.id.Id): Id of the dependent Objective arg: required_objective_id (osid.id.Id): Id of the required ...

[ "def", "is_objective_required", "(", "self", ",", "objective_id", "=", "None", ",", "required_objective_id", "=", "None", ")", ":", "if", "objective_id", "is", "None", "or", "required_objective_id", "is", "None", ":", "raise", "NullArgument", "(", ")", "requisit...

48.772727

0.001828

def resource(self): """ :class:`~zhmcclient.BaseResource`: The Python resource object of the resource these metric values apply to. Raises: :exc:`~zhmcclient.NotFound`: No resource found for this URI in the management scope of the HMC. """ if sel...

[ "def", "resource", "(", "self", ")", ":", "if", "self", ".", "_resource", "is", "not", "None", ":", "return", "self", ".", "_resource", "resource_class", "=", "self", ".", "metric_group_definition", ".", "resource_class", "resource_uri", "=", "self", ".", "r...

35.571429

0.000782

def flip_flip(self, point): """ Sometimes we 'flipped' the X/Y coordinates of the image during processing. This function takes an (x,y) location from the processing pipeline and returns the x/y location relative to the original reference frame. (Correctly checks if the coordinate is f...

[ "def", "flip_flip", "(", "self", ",", "point", ")", ":", "x", ",", "y", "=", "point", "if", "self", ".", "reading", ".", "compute_inverted", "(", ")", ":", "naxis1", "=", "self", ".", "reading", ".", "obs", ".", "header", ".", "get", "(", "self", ...

47.814815

0.009112

def changed_locations(a, include_first): """ Compute indices of values in ``a`` that differ from the previous value. Parameters ---------- a : np.ndarray The array on which to indices of change. include_first : bool Whether or not to consider the first index of the array as "cha...

[ "def", "changed_locations", "(", "a", ",", "include_first", ")", ":", "if", "a", ".", "ndim", ">", "1", ":", "raise", "ValueError", "(", "\"indices_of_changed_values only supports 1D arrays.\"", ")", "indices", "=", "flatnonzero", "(", "diff", "(", "a", ")", "...

27.642857

0.001248

def get_orders_info(self, symbol, states:list, types:list=None, start_date=None, end_date=None, _from=None, direct=None, size=No...

[ "def", "get_orders_info", "(", "self", ",", "symbol", ",", "states", ":", "list", ",", "types", ":", "list", "=", "None", ",", "start_date", "=", "None", ",", "end_date", "=", "None", ",", "_from", "=", "None", ",", "direct", "=", "None", ",", "size"...

34.404762

0.01144

def handle(self, *args, **options): """Handle the management command.""" if mon is None: sys.stderr.write(MISSING) else: mon.run(**options)

[ "def", "handle", "(", "self", ",", "*", "args", ",", "*", "*", "options", ")", ":", "if", "mon", "is", "None", ":", "sys", ".", "stderr", ".", "write", "(", "MISSING", ")", "else", ":", "mon", ".", "run", "(", "*", "*", "options", ")" ]

30.333333

0.010695

def export_context(cls, context): """ Export the specified context to be capable context transferring :param context: context to export :return: tuple """ if context is None: return result = [(x.context_name(), x.context_value()) for x in context] result.reverse() return tuple(result)

[ "def", "export_context", "(", "cls", ",", "context", ")", ":", "if", "context", "is", "None", ":", "return", "result", "=", "[", "(", "x", ".", "context_name", "(", ")", ",", "x", ".", "context_value", "(", ")", ")", "for", "x", "in", "context", "]...

26.818182

0.036066

def delete(collection_name, spec, safe, last_error_args, opts, flags=0): """Get a **delete** message. `opts` is a CodecOptions. `flags` is a bit vector that may contain the SingleRemove flag or not: http://docs.mongodb.org/meta-driver/latest/legacy/mongodb-wire-protocol/#op-delete """ ...

[ "def", "delete", "(", "collection_name", ",", "spec", ",", "safe", ",", "last_error_args", ",", "opts", ",", "flags", "=", "0", ")", ":", "data", "=", "_ZERO_32", "data", "+=", "bson", ".", "_make_c_string", "(", "collection_name", ")", "data", "+=", "st...

40.590909

0.001094

def basic_color(code): """ 16 colors supported """ def inner(text, rl=False): """ Every raw_input with color sequences should be called with rl=True to avoid readline messed up the length calculation """ c = code if rl: return "\001\033[%sm\002%s\001\0...

[ "def", "basic_color", "(", "code", ")", ":", "def", "inner", "(", "text", ",", "rl", "=", "False", ")", ":", "\"\"\" Every raw_input with color sequences should be called with\n rl=True to avoid readline messed up the length calculation\n \"\"\"", "c", "=", "code"...

29.357143

0.002358

def twilio_SMS(self, from_, to, body): """ Send an SMS message from your `twilio`_ account. .. _twilio: https://www.twilio.com/ Login will be performed using stored credentials. * *stored credential name: TWILIO_ACCOUNT_SID* * *stored credential name: TWILIO_AU...

[ "def", "twilio_SMS", "(", "self", ",", "from_", ",", "to", ",", "body", ")", ":", "logging", ".", "debug", "(", "'Texting from Twilio'", ")", "client", "=", "TwilioRestClient", "(", "self", ".", "_credentials", "[", "'TWILIO_ACCOUNT_SID'", "]", ",", "self", ...

41.166667

0.01088

def regress(self, method = 'lstsq'): """regress performs linear least squares regression of the designmatrix on the data. :param method: method, or backend to be used for the regression analysis. :type method: string, one of ['lstsq', 'sm_ols'] :returns: instance variables ...

[ "def", "regress", "(", "self", ",", "method", "=", "'lstsq'", ")", ":", "if", "method", "is", "'lstsq'", ":", "self", ".", "betas", ",", "residuals_sum", ",", "rank", ",", "s", "=", "LA", ".", "lstsq", "(", "self", ".", "design_matrix", ".", "T", "...

64.956522

0.011873

def build_highlight_objects(html, highlights, uniformize_html=True): '''converts a dict of pretty_name --> [tuple(string, score), ...] to `Highlight` objects as specified above. ''' if uniformize_html: try: html = uniform_html(html.encode('utf-8')).decode('utf-8') except Exc...

[ "def", "build_highlight_objects", "(", "html", ",", "highlights", ",", "uniformize_html", "=", "True", ")", ":", "if", "uniformize_html", ":", "try", ":", "html", "=", "uniform_html", "(", "html", ".", "encode", "(", "'utf-8'", ")", ")", ".", "decode", "("...

34.84375

0.000873

def _brace_key(self, key): """ key: 'x' -> '{x}' """ if isinstance(key, six.integer_types): t = str key = t(key) else: t = type(key) return t(u'{') + key + t(u'}')

[ "def", "_brace_key", "(", "self", ",", "key", ")", ":", "if", "isinstance", "(", "key", ",", "six", ".", "integer_types", ")", ":", "t", "=", "str", "key", "=", "t", "(", "key", ")", "else", ":", "t", "=", "type", "(", "key", ")", "return", "t"...

23.8

0.008097

def execute(self, triple_map, output, **kwargs): """Method executes mapping between CSV source and output RDF args: triple_map(SimpleNamespace): Triple Map """ subject = self.generate_term(term_map=triple_map.subjectMap, **kwargs)...

[ "def", "execute", "(", "self", ",", "triple_map", ",", "output", ",", "*", "*", "kwargs", ")", ":", "subject", "=", "self", ".", "generate_term", "(", "term_map", "=", "triple_map", ".", "subjectMap", ",", "*", "*", "kwargs", ")", "start_size", "=", "l...

41.878049

0.002277

def _UpdateProcessStatus( self, process_status, identifier, status, pid, used_memory, display_name, number_of_consumed_sources, number_of_produced_sources, number_of_consumed_events, number_of_produced_events, number_of_consumed_event_tags, number_of_produced_event_tags, number_of_consumed...

[ "def", "_UpdateProcessStatus", "(", "self", ",", "process_status", ",", "identifier", ",", "status", ",", "pid", ",", "used_memory", ",", "display_name", ",", "number_of_consumed_sources", ",", "number_of_produced_sources", ",", "number_of_consumed_events", ",", "number...

44.967742

0.001053

def nlmsg_type(self, value): """Message content setter.""" self.bytearray[self._get_slicers(1)] = bytearray(c_uint16(value or 0))

[ "def", "nlmsg_type", "(", "self", ",", "value", ")", ":", "self", ".", "bytearray", "[", "self", ".", "_get_slicers", "(", "1", ")", "]", "=", "bytearray", "(", "c_uint16", "(", "value", "or", "0", ")", ")" ]

47.666667

0.013793

def to_local_time(timestamp): """Convert a datatime object from UTC time to local time. Adopted from: http://stackoverflow.com/questions/4770297/python-convert-utc-datetime-string-to-local-datetime Parameters ---------- timestamp : string Default string representation of timestamps exp...

[ "def", "to_local_time", "(", "timestamp", ")", ":", "utc", "=", "dt", ".", "datetime", ".", "strptime", "(", "timestamp", ",", "'%Y-%m-%dT%H:%M:%S.%f'", ")", "# Get UTC and local time zone", "from_zone", "=", "tz", ".", "gettz", "(", "'UTC'", ")", "to_zone", "...

27.148148

0.001318

def _guess(kwargs): """ Adds types, actions, etc. to given argument specification. For example, ``default=3`` implies ``type=int``. :param arg: a :class:`argh.utils.Arg` instance """ guessed = {} # Parser actions that accept argument 'type' TYPE_AWARE_ACTIONS = 'store', 'append' #...

[ "def", "_guess", "(", "kwargs", ")", ":", "guessed", "=", "{", "}", "# Parser actions that accept argument 'type'", "TYPE_AWARE_ACTIONS", "=", "'store'", ",", "'append'", "# guess type/action from default value", "value", "=", "kwargs", ".", "get", "(", "'default'", "...

35.766667

0.000907

def retrieve_token(self, token): """ Retrieve Token details for a specific Token. Args: token: The identifier of the token. Returns: """ headers = self.client._get_private_headers() endpoint = '/tokens/{}'.format(token) return self.client._...

[ "def", "retrieve_token", "(", "self", ",", "token", ")", ":", "headers", "=", "self", ".", "client", ".", "_get_private_headers", "(", ")", "endpoint", "=", "'/tokens/{}'", ".", "format", "(", "token", ")", "return", "self", ".", "client", ".", "_get", "...

25.714286

0.008043

def _calculate_sun_vector(self): """Calculate sun vector for this sun.""" z_axis = Vector3(0., 0., -1.) x_axis = Vector3(1., 0., 0.) north_vector = Vector3(0., 1., 0.) # rotate north vector based on azimuth, altitude, and north _sun_vector = north_vector \ .r...

[ "def", "_calculate_sun_vector", "(", "self", ")", ":", "z_axis", "=", "Vector3", "(", "0.", ",", "0.", ",", "-", "1.", ")", "x_axis", "=", "Vector3", "(", "1.", ",", "0.", ",", "0.", ")", "north_vector", "=", "Vector3", "(", "0.", ",", "1.", ",", ...

36.954545

0.002398

def pre_filter(self): """ Return rTorrent condition to speed up data transfer. """ if self._name in self.PRE_FILTER_FIELDS: return '"{}={},value={}"'.format( self._rt_cmp, self.PRE_FILTER_FIELDS[self._name], int(self._value)) return ''

[ "def", "pre_filter", "(", "self", ")", ":", "if", "self", ".", "_name", "in", "self", ".", "PRE_FILTER_FIELDS", ":", "return", "'\"{}={},value={}\"'", ".", "format", "(", "self", ".", "_rt_cmp", ",", "self", ".", "PRE_FILTER_FIELDS", "[", "self", ".", "_na...

41.714286

0.010067

def _generate_union_serializer(self, union): """Emits the serialize method for the serialization object for the given union.""" union_name = fmt_class_prefix(union) with self.block_func( func='serialize', args=fmt_func_args_declaration([('valueObj', ...

[ "def", "_generate_union_serializer", "(", "self", ",", "union", ")", ":", "union_name", "=", "fmt_class_prefix", "(", "union", ")", "with", "self", ".", "block_func", "(", "func", "=", "'serialize'", ",", "args", "=", "fmt_func_args_declaration", "(", "[", "("...

43.236111

0.00157

def _dotify(cls, data): """Add dots.""" return ''.join(char if char in cls.PRINTABLE_DATA else '.' for char in data)

[ "def", "_dotify", "(", "cls", ",", "data", ")", ":", "return", "''", ".", "join", "(", "char", "if", "char", "in", "cls", ".", "PRINTABLE_DATA", "else", "'.'", "for", "char", "in", "data", ")" ]

40.666667

0.016129

def get_dates(feed: "Feed", *, as_date_obj: bool = False) -> List[str]: """ Return a list of dates for which the given "Feed" is valid, which could be the empty list if the "Feed" has no calendar information. Parameters ---------- feed : "Feed" as_date_obj : boolean If ``True``, the...

[ "def", "get_dates", "(", "feed", ":", "\"Feed\"", ",", "*", ",", "as_date_obj", ":", "bool", "=", "False", ")", "->", "List", "[", "str", "]", ":", "dates", "=", "[", "]", "if", "feed", ".", "calendar", "is", "not", "None", "and", "not", "feed", ...

32.977273

0.000669

def upload(self, force=False): """ Uploads a notebook :param force: True/False :returns {} """ self.package and self.release try: return self.aserver_api.upload(self.username, self.project, self.version, basename(...

[ "def", "upload", "(", "self", ",", "force", "=", "False", ")", ":", "self", ".", "package", "and", "self", ".", "release", "try", ":", "return", "self", ".", "aserver_api", ".", "upload", "(", "self", ".", "username", ",", "self", ".", "project", ","...

42.1

0.010453

def authorization_code(self, request, data, client): """ Handle ``grant_type=authorization_code`` requests as defined in :rfc:`4.1.3`. """ grant = self.get_authorization_code_grant(request, request.POST, client) if constants.SINGLE_ACCESS_TOKEN: ...

[ "def", "authorization_code", "(", "self", ",", "request", ",", "data", ",", "client", ")", ":", "grant", "=", "self", ".", "get_authorization_code_grant", "(", "request", ",", "request", ".", "POST", ",", "client", ")", "if", "constants", ".", "SINGLE_ACCESS...

39.176471

0.010264

def _run_seq(self, size): """ Send the contents of self['SEQ'] to the chip and wait until it finishes. """ # Write the sequence to the sequence generator (hw driver) self['SEQ'].write(size) #write pattern to memory self['SEQ'].set_size(size) # set size...

[ "def", "_run_seq", "(", "self", ",", "size", ")", ":", "# Write the sequence to the sequence generator (hw driver)", "self", "[", "'SEQ'", "]", ".", "write", "(", "size", ")", "#write pattern to memory", "self", "[", "'SEQ'", "]", ".", "set_size", "(", "size", "...

32.470588

0.019366

def _update_lhs(lhs, xCore, zCore, new_lhs): """ Function to be called from the project()""" # TODO: Use intermediate variable to use 5 nested loops instead of 6. r_old_x, n, r_x = xCore.shape num_obj, r_old_z, n, r_z = zCore.shape for idx in range(num_obj): for val in range(n): ...

[ "def", "_update_lhs", "(", "lhs", ",", "xCore", ",", "zCore", ",", "new_lhs", ")", ":", "# TODO: Use intermediate variable to use 5 nested loops instead of 6.", "r_old_x", ",", "n", ",", "r_x", "=", "xCore", ".", "shape", "num_obj", ",", "r_old_z", ",", "n", ","...

52.866667

0.001239

def gen_all_voltages_for_injections(self, injections_raw): """For a given set of current injections AB, generate all possible unique potential measurements. After Noel and Xu, 1991, for N electrodes, the number of possible voltage dipoles for a given current dipole is :math:`(N - 2)(N -...

[ "def", "gen_all_voltages_for_injections", "(", "self", ",", "injections_raw", ")", ":", "injections", "=", "injections_raw", ".", "astype", "(", "int", ")", "N", "=", "self", ".", "nr_electrodes", "all_quadpoles", "=", "[", "]", "for", "idipole", "in", "inject...

35.951613

0.00131

def submit(self, timestamp): """Internal instance method to submit this task for running immediately. Does not handle any iteration, end-date, etc., processing.""" Channel(RUN_TASK_CHANNEL).send({'id':self.pk, 'ts': timestamp.timestamp()})

[ "def", "submit", "(", "self", ",", "timestamp", ")", ":", "Channel", "(", "RUN_TASK_CHANNEL", ")", ".", "send", "(", "{", "'id'", ":", "self", ".", "pk", ",", "'ts'", ":", "timestamp", ".", "timestamp", "(", ")", "}", ")" ]

65

0.019011

def reset_globals(version=None, loop=None): """ Reinitialize the global singletons with a given API version. :param version: 1 or 2. If `None`, pulled from the `useProtocolApiV2` advanced setting. """ global containers global instruments global labware global robot g...

[ "def", "reset_globals", "(", "version", "=", "None", ",", "loop", "=", "None", ")", ":", "global", "containers", "global", "instruments", "global", "labware", "global", "robot", "global", "reset", "global", "modules", "global", "hardware", "robot", ",", "reset...

29.125

0.002079

def convert_convolution(node, **kwargs): """Map MXNet's convolution operator attributes to onnx's Conv operator and return the created node. """ name, input_nodes, attrs = get_inputs(node, kwargs) kernel_dims = list(parse_helper(attrs, "kernel")) stride_dims = list(parse_helper(attrs, "stride",...

[ "def", "convert_convolution", "(", "node", ",", "*", "*", "kwargs", ")", ":", "name", ",", "input_nodes", ",", "attrs", "=", "get_inputs", "(", "node", ",", "kwargs", ")", "kernel_dims", "=", "list", "(", "parse_helper", "(", "attrs", ",", "\"kernel\"", ...

29.555556

0.001214

def count_unique_sequences( allele_reads, max_prefix_size=None, max_suffix_size=None): """ Given a list of AlleleRead objects, extracts all unique (prefix, allele, suffix) sequences and associate each with the number of reads that contain that sequence. """ groups = group...

[ "def", "count_unique_sequences", "(", "allele_reads", ",", "max_prefix_size", "=", "None", ",", "max_suffix_size", "=", "None", ")", ":", "groups", "=", "group_unique_sequences", "(", "allele_reads", ",", "max_prefix_size", "=", "max_prefix_size", ",", "max_suffix_siz...

31.411765

0.001818

def get_summary(content): """Gets the summary of a license from tldrlegal.com""" soup = BeautifulSoup(content, "html.parser") summary = soup.find_all(attrs={ 'class': re.compile(r".*\bsummary-content\b.*")}) if summary[0].p.string is None: return summary[0].p.p.getText() return summary[0].p.getText...

[ "def", "get_summary", "(", "content", ")", ":", "soup", "=", "BeautifulSoup", "(", "content", ",", "\"html.parser\"", ")", "summary", "=", "soup", ".", "find_all", "(", "attrs", "=", "{", "'class'", ":", "re", ".", "compile", "(", "r\".*\\bsummary-content\\b...

34.888889

0.018634

def ProgChunks(list_, chunksize, nInput=None, **kwargs): """ Yeilds an iterator in chunks and computes progress Progress version of ut.ichunks Args: list_ (list): chunksize (?): nInput (None): (default = None) Kwargs: length, freq Returns: ProgressIter:...

[ "def", "ProgChunks", "(", "list_", ",", "chunksize", ",", "nInput", "=", "None", ",", "*", "*", "kwargs", ")", ":", "if", "nInput", "is", "None", ":", "nInput", "=", "len", "(", "list_", ")", "n_chunks", "=", "get_num_chunks", "(", "nInput", ",", "ch...

27.309524

0.000842

def delete_source(self, id, **kwargs): # noqa: E501 """Delete metadata (description and tags) for a specific source # noqa: E501 # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread ...

[ "def", "delete_source", "(", "self", ",", "id", ",", "*", "*", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async_req'", ")", ":", "return", "self", ".", "delete_source_...

41.857143

0.002225

def update(self, reseed): """ Update that snowflake! :param reseed: Whether we are in the normal reseed cycle or not. """ self._screen.print_at(" ", self._x, self._y) cell = None for _ in range(self._rate): self._y += 1 cell = self._screen...

[ "def", "update", "(", "self", ",", "reseed", ")", ":", "self", ".", "_screen", ".", "print_at", "(", "\" \"", ",", "self", ".", "_x", ",", "self", ".", "_y", ")", "cell", "=", "None", "for", "_", "in", "range", "(", "self", ".", "_rate", ")", "...

39.090909

0.002269

def __get_libpath(self): '''Return the absolute path to the MeCab library. On Windows, the path to the system dictionary is used to deduce the path to libmecab.dll. Otherwise, mecab-config is used find the libmecab shared object or dynamic library (*NIX or Mac OS, respec...

[ "def", "__get_libpath", "(", "self", ")", ":", "libp", "=", "os", ".", "getenv", "(", "self", ".", "MECAB_PATH", ")", "if", "libp", ":", "return", "os", ".", "path", ".", "abspath", "(", "libp", ")", "else", ":", "plat", "=", "sys", ".", "platform"...

40.6

0.00074

def next(self): """Iterator protocol: get next item or raise StopIteration.""" if self._fut is None: self._fut = self._iter.getq() try: try: # The future result is set by this class's _extended_callback # method. # pylint: disable=unpacking-non-sequence (ent, ...

[ "def", "next", "(", "self", ")", ":", "if", "self", ".", "_fut", "is", "None", ":", "self", ".", "_fut", "=", "self", ".", "_iter", ".", "getq", "(", ")", "try", ":", "try", ":", "# The future result is set by this class's _extended_callback", "# method.", ...

28.789474

0.00885

def url(self, var, default=NOTSET): """ :rtype: urlparse.ParseResult """ return self.get_value(var, cast=urlparse, default=default, parse_default=True)

[ "def", "url", "(", "self", ",", "var", ",", "default", "=", "NOTSET", ")", ":", "return", "self", ".", "get_value", "(", "var", ",", "cast", "=", "urlparse", ",", "default", "=", "default", ",", "parse_default", "=", "True", ")" ]

35.8

0.016393

def from_string(contents): """ Creates GaussianInput from a string. Args: contents: String representing an Gaussian input file. Returns: GaussianInput object """ lines = [l.strip() for l in contents.split("\n")] link0_patt = re.compile(r...

[ "def", "from_string", "(", "contents", ")", ":", "lines", "=", "[", "l", ".", "strip", "(", ")", "for", "l", "in", "contents", ".", "split", "(", "\"\\n\"", ")", "]", "link0_patt", "=", "re", ".", "compile", "(", "r\"^(%.+)\\s*=\\s*(.+)\"", ")", "link0...

35.507937

0.001305

def time_report(self, include_overhead=False, header=None, include_server=True, digits=4): """ Returns a str table of the times for this api call :param include_overhead: bool if True include information from overhead, such as the time for...

[ "def", "time_report", "(", "self", ",", "include_overhead", "=", "False", ",", "header", "=", "None", ",", "include_server", "=", "True", ",", "digits", "=", "4", ")", ":", "try", ":", "self", ".", "_timestamps", ".", "setdefault", "(", "'report'", ",", ...

48.064935

0.001324

async def create_vm(self, preset_name: str, image: str, flavor: str, security_groups: List=None, userdata: Dict=None, key_name: str=None, availability_zone: str=None, subnets: List=None) -> Any: """ Create (boot) a new server. :arg string preset_n...

[ "async", "def", "create_vm", "(", "self", ",", "preset_name", ":", "str", ",", "image", ":", "str", ",", "flavor", ":", "str", ",", "security_groups", ":", "List", "=", "None", ",", "userdata", ":", "Dict", "=", "None", ",", "key_name", ":", "str", "...

48.285714

0.017408

def _process_incoming_iq(self, stanza_obj): """ Process an incoming IQ stanza `stanza_obj`. Calls the response handler, spawns a request handler coroutine or drops the stanza while logging a warning if no handler can be found. """ self._logger.debug("incoming iq: %r", sta...

[ "def", "_process_incoming_iq", "(", "self", ",", "stanza_obj", ")", ":", "self", ".", "_logger", ".", "debug", "(", "\"incoming iq: %r\"", ",", "stanza_obj", ")", "if", "stanza_obj", ".", "type_", ".", "is_response", ":", "# iq response", "self", ".", "_logger...

41.679487

0.000601

def manage_file_analysis(args: argparse.Namespace, filename: str, data: object) -> None: """ Take care of the analysis of a datafile """ key = DataStore.hashfile(filename) print('Analyzing {} --> {}'.format(filename, key)) if data.check_key(key): # if exists in database, prepopulate fit...

[ "def", "manage_file_analysis", "(", "args", ":", "argparse", ".", "Namespace", ",", "filename", ":", "str", ",", "data", ":", "object", ")", "->", "None", ":", "key", "=", "DataStore", ".", "hashfile", "(", "filename", ")", "print", "(", "'Analyzing {} -->...

40.666667

0.002288

def create(self, context, request): """/@@API/create: Create new object. Required parameters: - obj_type = portal_type of new object. - obj_path = path of new object, from plone site root. - Not required for obj_type=AnalysisRequest Optionally: ...

[ "def", "create", "(", "self", ",", "context", ",", "request", ")", ":", "savepoint", "=", "transaction", ".", "savepoint", "(", ")", "self", ".", "context", "=", "context", "self", ".", "request", "=", "request", "self", ".", "unused", "=", "[", "x", ...

39.976331

0.001589

def _set_fields(self, json_dict): """ Set this object's attributes specified in json_dict """ for key, value in json_dict.items(): if not key.startswith("_"): setattr(self, key, value)

[ "def", "_set_fields", "(", "self", ",", "json_dict", ")", ":", "for", "key", ",", "value", "in", "json_dict", ".", "items", "(", ")", ":", "if", "not", "key", ".", "startswith", "(", "\"_\"", ")", ":", "setattr", "(", "self", ",", "key", ",", "valu...

44.8

0.008772

def reset(self): """Reset stacks and instruction pointer.""" self.data_stack = stack.Stack() self.return_stack = stack.Stack() self.instruction_pointer = 0 return self

[ "def", "reset", "(", "self", ")", ":", "self", ".", "data_stack", "=", "stack", ".", "Stack", "(", ")", "self", ".", "return_stack", "=", "stack", ".", "Stack", "(", ")", "self", ".", "instruction_pointer", "=", "0", "return", "self" ]

33.666667

0.009662

def post_user_bookmarks_save(self, id, **data): """ POST /users/:id/bookmarks/save/ Adds a new bookmark for the user. Returns ``{"created": true}``. A user is only authorized to save his/her own events. """ return self.post("/users/{0}/bookmarks/save/".format(id)...

[ "def", "post_user_bookmarks_save", "(", "self", ",", "id", ",", "*", "*", "data", ")", ":", "return", "self", ".", "post", "(", "\"/users/{0}/bookmarks/save/\"", ".", "format", "(", "id", ")", ",", "data", "=", "data", ")" ]

40.625

0.009036

def transform(self, X): """Computes the row principal coordinates of a dataset. Same as calling `row_coordinates`. In most cases you should be using the same dataset as you did when calling the `fit` method. You might however also want to included supplementary data. """ ...

[ "def", "transform", "(", "self", ",", "X", ")", ":", "utils", ".", "validation", ".", "check_is_fitted", "(", "self", ",", "'s_'", ")", "if", "self", ".", "check_input", ":", "utils", ".", "check_array", "(", "X", ")", "return", "self", ".", "row_coord...

41.454545

0.008584

def _index_entities(self): ''' Sets current instance's entities based on the existing index. Note: Only entity key/value pairs common to all rows in all contained Variables are returned. E.g., if a Collection contains Variables extracted from runs 1, 2 and 3 from subject '01', t...

[ "def", "_index_entities", "(", "self", ")", ":", "all_ents", "=", "pd", ".", "DataFrame", ".", "from_records", "(", "[", "v", ".", "entities", "for", "v", "in", "self", ".", "variables", ".", "values", "(", ")", "]", ")", "constant", "=", "all_ents", ...

49

0.002225

def call(self, tag_name: str, *args, **kwargs): """Convenience method for calling methods with walker.""" if hasattr(self, tag_name): getattr(self, tag_name)(*args, **kwargs)

[ "def", "call", "(", "self", ",", "tag_name", ":", "str", ",", "*", "args", ",", "*", "*", "kwargs", ")", ":", "if", "hasattr", "(", "self", ",", "tag_name", ")", ":", "getattr", "(", "self", ",", "tag_name", ")", "(", "*", "args", ",", "*", "*"...

49.75

0.009901

def _get_longest_hl(self, highlights): """ Given a list of highlighted text, returns the longest highlight For example: [ "Muscle atrophy, generalized", "Generalized muscle degeneration", "Diffuse skeletal ">muscl...

[ "def", "_get_longest_hl", "(", "self", ",", "highlights", ")", ":", "len_dict", "=", "OrderedDict", "(", ")", "for", "hl", "in", "highlights", ":", "# dummy tags to make it valid xml", "dummy_xml", "=", "\"\"", "+", "hl", "+", "\"\"", "try", ":", "eleme...

33.774194

0.001857

def confidences(cluster, condensed_distances, d): ''' We calculate a per record score that is similar to a standard deviation. The main reason is that these record scores can be used to calculate the standard deviation of an entire cluster, which is a reasonable metric for clusters. ''' sc...

[ "def", "confidences", "(", "cluster", ",", "condensed_distances", ",", "d", ")", ":", "scores", "=", "dict", ".", "fromkeys", "(", "cluster", ",", "0.0", ")", "squared_distances", "=", "condensed_distances", "**", "2", "for", "i", ",", "j", "in", "itertool...

40.35

0.001211

def create_model( self, parent, model, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None, ): """ Creates a model. Returns a Model in the ``response`` field when it completes. When you ...

[ "def", "create_model", "(", "self", ",", "parent", ",", "model", ",", "retry", "=", "google", ".", "api_core", ".", "gapic_v1", ".", "method", ".", "DEFAULT", ",", "timeout", "=", "google", ".", "api_core", ".", "gapic_v1", ".", "method", ".", "DEFAULT",...

40.340426

0.002059

def write_fpga_reg(self, fpga_num, addr, value, cabinet, frame, board): """Write the value of an FPGA (SPI) register. See the SpI/O project's spinnaker_fpga design's `README`_ for a listing of FPGA registers. The SpI/O project can be found on GitHub at: https://github.com/SpiNNakerManch...

[ "def", "write_fpga_reg", "(", "self", ",", "fpga_num", ",", "addr", ",", "value", ",", "cabinet", ",", "frame", ",", "board", ")", ":", "arg1", "=", "addr", "&", "(", "~", "0x3", ")", "arg2", "=", "4", "# Write a 32-bit value", "arg3", "=", "fpga_num",...

41.961538

0.001792

def serve_file(load, fnd): ''' Return a chunk from a file based on the data received ''' if 'env' in load: # "env" is not supported; Use "saltenv". load.pop('env') ret = {'data': '', 'dest': ''} if 'path' not in load or 'loc' not in load or 'saltenv' not in load: ...

[ "def", "serve_file", "(", "load", ",", "fnd", ")", ":", "if", "'env'", "in", "load", ":", "# \"env\" is not supported; Use \"saltenv\".", "load", ".", "pop", "(", "'env'", ")", "ret", "=", "{", "'data'", ":", "''", ",", "'dest'", ":", "''", "}", "if", ...

29.702703

0.001762

def createAlignment(self, resultFormat=dict): """ Run the alignment algorithm. @param resultFormat: Either C{dict} or C{str}, giving the desired result format. @return: If C{resultFormat} is C{dict}, a C{dict} containing information about the match (or C{None}) i...

[ "def", "createAlignment", "(", "self", ",", "resultFormat", "=", "dict", ")", ":", "table", "=", "self", ".", "_initialise", "(", ")", "alignment", "=", "self", ".", "_fillAndTraceback", "(", "table", ")", "output", "=", "alignment", "[", "0", "]", "if",...

40.655172

0.001657

def save_file(self, filename, text): """Save the given text under the given condition filename and the current path. If the current directory is not defined explicitly, the directory name is constructed with the actual simulation end date. If such an directory does not exist, i...

[ "def", "save_file", "(", "self", ",", "filename", ",", "text", ")", ":", "_defaultdir", "=", "self", ".", "DEFAULTDIR", "try", ":", "if", "not", "filename", ".", "endswith", "(", "'.py'", ")", ":", "filename", "+=", "'.py'", "try", ":", "self", ".", ...

39.692308

0.001892

def dfa_complementation(dfa: dict) -> dict: """ Returns a DFA that accepts any word but he ones accepted by the input DFA. Let A be a completed DFA, :math:`Ā = (Σ, S, s_0 , ρ, S − F )` is the DFA that runs A but accepts whatever word A does not. :param dict dfa: input DFA. :return: *(dict)* re...

[ "def", "dfa_complementation", "(", "dfa", ":", "dict", ")", "->", "dict", ":", "dfa_complement", "=", "dfa_completion", "(", "deepcopy", "(", "dfa", ")", ")", "dfa_complement", "[", "'accepting_states'", "]", "=", "dfa_complement", "[", "'states'", "]", ".", ...

39.857143

0.001751

def p_simple_list(p): '''simple_list : simple_list1 | simple_list1 AMPERSAND | simple_list1 SEMICOLON''' tok = p.lexer heredoc.gatherheredocuments(tok) if len(p) == 3 or len(p[1]) > 1: parts = p[1] if len(p) == 3: parts.append(ast.node(k...

[ "def", "p_simple_list", "(", "p", ")", ":", "tok", "=", "p", ".", "lexer", "heredoc", ".", "gatherheredocuments", "(", "tok", ")", "if", "len", "(", "p", ")", "==", "3", "or", "len", "(", "p", "[", "1", "]", ")", ">", "1", ":", "parts", "=", ...

33.65

0.001445

def current_kv_names(self): """Return set of string names of current available Splunk KV collections""" return current_kv_names(self.sci, self.username, self.appname, request=self._request)

[ "def", "current_kv_names", "(", "self", ")", ":", "return", "current_kv_names", "(", "self", ".", "sci", ",", "self", ".", "username", ",", "self", ".", "appname", ",", "request", "=", "self", ".", "_request", ")" ]

67.666667

0.019512

def create_session(self, session_id, register=True): """Creates new session object and returns it. `request` Request that created the session. Will be used to get query string parameters and cookies `register` Should be session registered in a storage. Websoc...

[ "def", "create_session", "(", "self", ",", "session_id", ",", "register", "=", "True", ")", ":", "# TODO: Possible optimization here for settings.get", "s", "=", "self", ".", "_session_kls", "(", "self", ".", "_connection", ",", "self", ",", "session_id", ",", "...

33.095238

0.008392

def quokka_bounding_boxes(size=None, extract=None): """ Returns example bounding boxes on the standard example quokke image. Currently only a single bounding box is returned that covers the quokka. Parameters ---------- size : None or float or tuple of int or tuple of float, optional S...

[ "def", "quokka_bounding_boxes", "(", "size", "=", "None", ",", "extract", "=", "None", ")", ":", "# TODO get rid of this deferred import", "from", "imgaug", ".", "augmentables", ".", "bbs", "import", "BoundingBox", ",", "BoundingBoxesOnImage", "left", ",", "top", ...

34.686275

0.002199

def split_conditional (property): """ If 'property' is conditional property, returns condition and the property, e.g <variant>debug,<toolset>gcc:<inlining>full will become <variant>debug,<toolset>gcc <inlining>full. Otherwise, returns empty string. """ assert isinstance(prope...

[ "def", "split_conditional", "(", "property", ")", ":", "assert", "isinstance", "(", "property", ",", "basestring", ")", "m", "=", "__re_split_conditional", ".", "match", "(", "property", ")", "if", "m", ":", "return", "(", "m", ".", "group", "(", "1", ")...

31.928571

0.01087

def cells_to_series(cells, args): """Convert a CellImpl into a Series. `args` must be a sequence of argkeys. `args` can be longer or shorter then the number of cell's parameters. If shorter, then defaults are filled if any, else raise error. If longer, then redundant args are ignored. """ ...

[ "def", "cells_to_series", "(", "cells", ",", "args", ")", ":", "paramlen", "=", "len", "(", "cells", ".", "formula", ".", "parameters", ")", "is_multidx", "=", "paramlen", ">", "1", "if", "len", "(", "cells", ".", "data", ")", "==", "0", ":", "data",...

28.145161

0.001107

def print_roi(self, loglevel=logging.INFO): """Print information about the spectral and spatial properties of the ROI (sources, diffuse components).""" self.logger.log(loglevel, '\n' + str(self.roi))

[ "def", "print_roi", "(", "self", ",", "loglevel", "=", "logging", ".", "INFO", ")", ":", "self", ".", "logger", ".", "log", "(", "loglevel", ",", "'\\n'", "+", "str", "(", "self", ".", "roi", ")", ")" ]

55

0.008969

def _alarms_present(name, alarms, alarms_from_pillar, region, key, keyid, profile): '''helper method for present. ensure that cloudwatch_alarms are set''' current = __salt__['config.option'](alarms_from_pillar, {}) if alarms: current = salt.utils.dictupdate.update(current, alarms) ret = {'name'...

[ "def", "_alarms_present", "(", "name", ",", "alarms", ",", "alarms_from_pillar", ",", "region", ",", "key", ",", "keyid", ",", "profile", ")", ":", "current", "=", "__salt__", "[", "'config.option'", "]", "(", "alarms_from_pillar", ",", "{", "}", ")", "if"...

46.740741

0.002329

def unsubscribe_all(self): # type: () -> None """Unsubscribe from all topics.""" topics = list(self.topics.keys()) for topic in topics: self.unsubscribe(topic)

[ "def", "unsubscribe_all", "(", "self", ")", ":", "# type: () -> None", "topics", "=", "list", "(", "self", ".", "topics", ".", "keys", "(", ")", ")", "for", "topic", "in", "topics", ":", "self", ".", "unsubscribe", "(", "topic", ")" ]

33

0.014778

def generate_random(self, bits_len=None): """Generates a random value. :param int bits_len: :rtype: int """ bits_len = bits_len or self._bits_random return random().getrandbits(bits_len)

[ "def", "generate_random", "(", "self", ",", "bits_len", "=", "None", ")", ":", "bits_len", "=", "bits_len", "or", "self", ".", "_bits_random", "return", "random", "(", ")", ".", "getrandbits", "(", "bits_len", ")" ]

28.5

0.008511

def from_raw(self, raw: RawScalar) -> Optional[bytes]: """Override superclass method.""" try: return base64.b64decode(raw, validate=True) except TypeError: return None

[ "def", "from_raw", "(", "self", ",", "raw", ":", "RawScalar", ")", "->", "Optional", "[", "bytes", "]", ":", "try", ":", "return", "base64", ".", "b64decode", "(", "raw", ",", "validate", "=", "True", ")", "except", "TypeError", ":", "return", "None" ]

35

0.009302

def transform_coords(self, width, height): """Return the current absolute (x, y) coordinates of the tablet tool event, transformed to screen coordinates and whether they have changed in this event. Note: On some devices, returned value may be negative or larger than the width of the device. See `Out-of-b...

[ "def", "transform_coords", "(", "self", ",", "width", ",", "height", ")", ":", "x", "=", "self", ".", "_libinput", ".", "libinput_event_tablet_tool_get_x_transformed", "(", "self", ".", "_handle", ",", "width", ")", "y", "=", "self", ".", "_libinput", ".", ...

38.346154

0.024462

def figure_grid(figures_grid, row_heights=None, column_widths=None, row_spacing=0.15, column_spacing=0.15, share_xaxis=False, share_yaxis=False): """ Construct a figure from a 2D grid of sub-figures Parameters ...

[ "def", "figure_grid", "(", "figures_grid", ",", "row_heights", "=", "None", ",", "column_widths", "=", "None", ",", "row_spacing", "=", "0.15", ",", "column_spacing", "=", "0.15", ",", "share_xaxis", "=", "False", ",", "share_yaxis", "=", "False", ")", ":", ...

35.932584

0.000304

def scaled_data(self, data_class, x_range=None, y_range=None): """Scale `self.data` as appropriate for the given data encoding (data_class) and return it. An optional `y_range` -- a 2-tuple (lower, upper) -- can be given to specify the y-axis bounds. If not given, the range is i...

[ "def", "scaled_data", "(", "self", ",", "data_class", ",", "x_range", "=", "None", ",", "y_range", "=", "None", ")", ":", "self", ".", "scaled_data_class", "=", "data_class", "# Determine the x-axis range for scaling.", "if", "x_range", "is", "None", ":", "x_ran...

38.212766

0.001086

def _mouse_pointer_moved(self, x, y): '''GUI callback for mouse moved''' self._namespace['MOUSEX'] = x self._namespace['MOUSEY'] = y

[ "def", "_mouse_pointer_moved", "(", "self", ",", "x", ",", "y", ")", ":", "self", ".", "_namespace", "[", "'MOUSEX'", "]", "=", "x", "self", ".", "_namespace", "[", "'MOUSEY'", "]", "=", "y" ]

38.25

0.012821

def model_fields(model, allow_pk=False, only=None, exclude=None, field_args=None, converter=None): """ Generate a dictionary of fields for a given Peewee model. See `model_form` docstring for description of parameters. """ converter = converter or ModelConverter() field_args = ...

[ "def", "model_fields", "(", "model", ",", "allow_pk", "=", "False", ",", "only", "=", "None", ",", "exclude", "=", "None", ",", "field_args", "=", "None", ",", "converter", "=", "None", ")", ":", "converter", "=", "converter", "or", "ModelConverter", "("...

29.571429

0.00117

def map_model(self, new): """ Maps a domain model to the diagram """ logger.debug("Mapping the domain model!") dot = Dot() self.diagram.clear_canvas() for node_mapping in self.nodes: ct = node_mapping.containment_trait logger.debug("Mapping elements con...

[ "def", "map_model", "(", "self", ",", "new", ")", ":", "logger", ".", "debug", "(", "\"Mapping the domain model!\"", ")", "dot", "=", "Dot", "(", ")", "self", ".", "diagram", ".", "clear_canvas", "(", ")", "for", "node_mapping", "in", "self", ".", "nodes...

40.95082

0.002346

def clean_up(self): """Do clean-up before returning buffer""" self.action_buffer = [] self.sources = {} self.doc_to_get = {} self.doc_to_update = []

[ "def", "clean_up", "(", "self", ")", ":", "self", ".", "action_buffer", "=", "[", "]", "self", ".", "sources", "=", "{", "}", "self", ".", "doc_to_get", "=", "{", "}", "self", ".", "doc_to_update", "=", "[", "]" ]

30.5

0.010638

def usernames( self ): """ This function returns the list of unique usernames corresponding to the tweets stored in self. """ try: return list(set([tweet.username for tweet in self])) except: log.error("error -- possibly a problem w...

[ "def", "usernames", "(", "self", ")", ":", "try", ":", "return", "list", "(", "set", "(", "[", "tweet", ".", "username", "for", "tweet", "in", "self", "]", ")", ")", "except", ":", "log", ".", "error", "(", "\"error -- possibly a problem with tweets stored...

29.909091

0.00885

def parser(): """Parse command line arguments, validate them, and return them.""" parser = argparse.ArgumentParser(add_help=False) parser.add_argument('-r', '--read-only', action='store_true', help='open notmuch database in read-only mode') parser.add_argument('-c', '--config', m...

[ "def", "parser", "(", ")", ":", "parser", "=", "argparse", ".", "ArgumentParser", "(", "add_help", "=", "False", ")", "parser", ".", "add_argument", "(", "'-r'", ",", "'--read-only'", ",", "action", "=", "'store_true'", ",", "help", "=", "'open notmuch datab...

53.719298

0.000321

def check_collections_are_supported(saved_model_handler, supported): """Checks that SavedModelHandler only uses supported collections.""" for meta_graph in saved_model_handler.meta_graphs: used_collection_keys = set(meta_graph.collection_def.keys()) unsupported = used_collection_keys - supported if unsu...

[ "def", "check_collections_are_supported", "(", "saved_model_handler", ",", "supported", ")", ":", "for", "meta_graph", "in", "saved_model_handler", ".", "meta_graphs", ":", "used_collection_keys", "=", "set", "(", "meta_graph", ".", "collection_def", ".", "keys", "(",...

58.666667

0.009328

def reorder_sonos_playlist(self, sonos_playlist, tracks, new_pos, update_id=0): """Reorder and/or Remove tracks in a Sonos playlist. The underlying call is quite complex as it can both move a track within the list or delete a track from the playlist. All of this ...

[ "def", "reorder_sonos_playlist", "(", "self", ",", "sonos_playlist", ",", "tracks", ",", "new_pos", ",", "update_id", "=", "0", ")", ":", "# allow either a string 'SQ:10' or an object with item_id attribute.", "object_id", "=", "getattr", "(", "sonos_playlist", ",", "'i...

46.043103

0.00055

def industry_code(self): """ [str] 国民经济行业分类代码，具体可参考“Industry列表” （股票专用） """ try: return self.__dict__["industry_code"] except (KeyError, ValueError): raise AttributeError( "Instrument(order_book_id={}) has no attribute 'industry_code' ".form...

[ "def", "industry_code", "(", "self", ")", ":", "try", ":", "return", "self", ".", "__dict__", "[", "\"industry_code\"", "]", "except", "(", "KeyError", ",", "ValueError", ")", ":", "raise", "AttributeError", "(", "\"Instrument(order_book_id={}) has no attribute 'ind...

34.7

0.008427

def change_active_widget(self, index): """ This is implemented for handling negative values in index for 3d arrays, to give the same behavior as slicing """ string_index = [':']*3 string_index[self.last_dim] = '%i' self.slicing_label....

[ "def", "change_active_widget", "(", "self", ",", "index", ")", ":", "string_index", "=", "[", "':'", "]", "*", "3", "string_index", "[", "self", ".", "last_dim", "]", "=", "'%i'", "self", ".", "slicing_label", ".", "setText", "(", "(",...

44.37037

0.002451

def _TerminateProcessByPid(self, pid): """Terminate a process that's monitored by the engine. Args: pid (int): process identifier (PID). Raises: KeyError: if the process is not registered with and monitored by the engine. """ self._RaiseIfNotRegistered(pid) process = sel...

[ "def", "_TerminateProcessByPid", "(", "self", ",", "pid", ")", ":", "self", ".", "_RaiseIfNotRegistered", "(", "pid", ")", "process", "=", "self", ".", "_processes_per_pid", "[", "pid", "]", "self", ".", "_TerminateProcess", "(", "process", ")", "self", ".",...

25.5

0.002364

def inverted(self): """ Returns an inverted copy of this query. :return <orb.Query> """ out = self.copy() out.setInverted(not self.isInverted()) return out

[ "def", "inverted", "(", "self", ")", ":", "out", "=", "self", ".", "copy", "(", ")", "out", ".", "setInverted", "(", "not", "self", ".", "isInverted", "(", ")", ")", "return", "out" ]

23.111111

0.009259

def get_interfaces(impls): """Get interfaces from their implementations.""" if impls is None: return None elif isinstance(impls, OrderMixin): result = OrderedDict() for name in impls.order: result[name] = impls[name].interface return result elif isinstance(i...

[ "def", "get_interfaces", "(", "impls", ")", ":", "if", "impls", "is", "None", ":", "return", "None", "elif", "isinstance", "(", "impls", ",", "OrderMixin", ")", ":", "result", "=", "OrderedDict", "(", ")", "for", "name", "in", "impls", ".", "order", ":...

26.894737

0.00189

def attrdict(prev, attr_names): """attrdict pipe can extract attribute values of object into a dict. The argument attr_names can be a list or a dict. If attr_names is a list and its item is not a valid attribute of prev's object. It will be excluded from yielded dict. If attr_names is dict and th...

[ "def", "attrdict", "(", "prev", ",", "attr_names", ")", ":", "if", "isinstance", "(", "attr_names", ",", "dict", ")", ":", "for", "obj", "in", "prev", ":", "attr_values", "=", "dict", "(", ")", "for", "name", "in", "attr_names", ".", "keys", "(", ")"...

35.787879

0.000824

def valid_email(emailaddress, domains=GENERIC_DOMAINS): """Checks for a syntactically valid email address.""" # Email address must be at least 6 characters in total. # Assuming noone may have addresses of the type a@com if len(emailaddress) < 6: return False # Address too short. # Split u...

[ "def", "valid_email", "(", "emailaddress", ",", "domains", "=", "GENERIC_DOMAINS", ")", ":", "# Email address must be at least 6 characters in total.", "# Assuming noone may have addresses of the type a@com", "if", "len", "(", "emailaddress", ")", "<", "6", ":", "return", "...

32.821429

0.001057

def xpointerNewRange(self, startindex, end, endindex): """Create a new xmlXPathObjectPtr of type range """ if end is None: end__o = None else: end__o = end._o ret = libxml2mod.xmlXPtrNewRange(self._o, startindex, end__o, endindex) if ret is None:raise treeError('xmlXPtrNewRange()...

[ "def", "xpointerNewRange", "(", "self", ",", "startindex", ",", "end", ",", "endindex", ")", ":", "if", "end", "is", "None", ":", "end__o", "=", "None", "else", ":", "end__o", "=", "end", ".", "_o", "ret", "=", "libxml2mod", ".", "xmlXPtrNewRange", "("...

51.142857

0.016484

def population_counts( self, population_size, weighted=True, include_missing=False, include_transforms_for_dims=None, prune=False, ): """Return counts scaled in proportion to overall population. The return value is a numpy.ndarray object. Count values...

[ "def", "population_counts", "(", "self", ",", "population_size", ",", "weighted", "=", "True", ",", "include_missing", "=", "False", ",", "include_transforms_for_dims", "=", "None", ",", "prune", "=", "False", ",", ")", ":", "population_counts", "=", "[", "sli...

31.931818

0.002072

def _needs_update(self): 'Returns whether the ProgressBar should redraw the line.' if self.poll_interval: delta = timeit.default_timer() - self._last_update_timer poll_status = delta > self.poll_interval.total_seconds() else: delta = 0 poll_status...

[ "def", "_needs_update", "(", "self", ")", ":", "if", "self", ".", "poll_interval", ":", "delta", "=", "timeit", ".", "default_timer", "(", ")", "-", "self", ".", "_last_update_timer", "poll_status", "=", "delta", ">", "self", ".", "poll_interval", ".", "to...

35.166667

0.002307

def expand_benchmark_name(bm_name, bench_groups): """Recursively expand name benchmark names. Args: bm_name: string naming a benchmark or benchmark group. Yields: Names of actual benchmarks, with all group names fully expanded. """ expansion = bench_groups.get(bm_name) if expan...

[ "def", "expand_benchmark_name", "(", "bm_name", ",", "bench_groups", ")", ":", "expansion", "=", "bench_groups", ".", "get", "(", "bm_name", ")", "if", "expansion", ":", "for", "name", "in", "expansion", ":", "for", "name", "in", "expand_benchmark_name", "(", ...

29.1875

0.002075