kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def remove_job_resolver(self, job_resolver): """Remove job_resolver from the list of job resolvers. Keyword arguments: job_resolver -- Function reference of the job resolver to be removed. """ for i, r in enumerate(self.job_resolvers()): if job_resolver == r: ...	[ "def", "remove_job_resolver", "(", "self", ",", "job_resolver", ")", ":", "for", "i", ",", "r", "in", "enumerate", "(", "self", ".", "job_resolvers", "(", ")", ")", ":", "if", "job_resolver", "==", "r", ":", "del", "self", ".", "_job_resolvers", "[", "...	38.555556	12.888889
def sum(self, array, role = None): """ Return the sum of ``array`` for the members of the entity. ``array`` must have the dimension of the number of persons in the simulation If ``role`` is provided, only the entity member with the given role are taken into account. ...	[ "def", "sum", "(", "self", ",", "array", ",", "role", "=", "None", ")", ":", "self", ".", "entity", ".", "check_role_validity", "(", "role", ")", "self", ".", "members", ".", "check_array_compatible_with_entity", "(", "array", ")", "if", "role", "is", "n...	39.125	22.125
def assign_properties(thing): """Assign properties to an object. When creating something via a post request (e.g. a node), you can pass the properties of the object in the request. This function gets those values from the request and fills in the relevant columns of the table. """ for p in rang...	[ "def", "assign_properties", "(", "thing", ")", ":", "for", "p", "in", "range", "(", "5", ")", ":", "property_name", "=", "\"property\"", "+", "str", "(", "p", "+", "1", ")", "property", "=", "request_parameter", "(", "parameter", "=", "property_name", ",...	38	21.785714
def get_object(self): """ Get the object we are working with. Makes sure get_queryset is called even when in add mode. """ if not self.force_add and self.kwargs.get(self.slug_url_kwarg, None): return super(FormView, self).get_object() else: self.q...	[ "def", "get_object", "(", "self", ")", ":", "if", "not", "self", ".", "force_add", "and", "self", ".", "kwargs", ".", "get", "(", "self", ".", "slug_url_kwarg", ",", "None", ")", ":", "return", "super", "(", "FormView", ",", "self", ")", ".", "get_ob...	29.916667	19.25
def _load_recursive(self, shape, gen): """Recursively create a multidimensional array (as lists of lists) from a bit generator. """ if len(shape) > 0: ans = [] for i in range(shape[0]): ans.append(self._load_recursive(shape[1:], gen)) else:...	[ "def", "_load_recursive", "(", "self", ",", "shape", ",", "gen", ")", ":", "if", "len", "(", "shape", ")", ">", "0", ":", "ans", "=", "[", "]", "for", "i", "in", "range", "(", "shape", "[", "0", "]", ")", ":", "ans", ".", "append", "(", "self...	38.205128	12.282051
def _blocks_to_samples(sig_data, n_samp, fmt): """ Convert uint8 blocks into signal samples for unaligned dat formats. Parameters ---------- sig_data : numpy array The uint8 data blocks. n_samp : int The number of samples contained in the bytes Returns ------- signa...	[ "def", "_blocks_to_samples", "(", "sig_data", ",", "n_samp", ",", "fmt", ")", ":", "if", "fmt", "==", "'212'", ":", "# Easier to process when dealing with whole blocks", "if", "n_samp", "%", "2", ":", "n_samp", "+=", "1", "added_samps", "=", "1", "sig_data", "...	38.480769	24.75
def activities(self, limit=1, event=None): """Return device activity information.""" activities = self._activities or [] # Filter our activity array if requested if event: activities = list( filter( lambda activity: act...	[ "def", "activities", "(", "self", ",", "limit", "=", "1", ",", "event", "=", "None", ")", ":", "activities", "=", "self", ".", "_activities", "or", "[", "]", "# Filter our activity array if requested", "if", "event", ":", "activities", "=", "list", "(", "f...	32.461538	13.923077
def set_tab(self, widget, switch=False, title=None): """Add or modify a tab. If widget is not a tab, it will be added. If switch is True, switch to this tab. If title is given, set the tab's title. """ if widget not in self._widgets: self._widgets.append(widget) ...	[ "def", "set_tab", "(", "self", ",", "widget", ",", "switch", "=", "False", ",", "title", "=", "None", ")", ":", "if", "widget", "not", "in", "self", ".", "_widgets", ":", "self", ".", "_widgets", ".", "append", "(", "widget", ")", "self", ".", "_wi...	36.857143	13.714286
def handle_message(self, client_conn, msg): """Handle messages of all types from clients. Parameters ---------- client_conn : ClientConnection object The client connection the message was from. msg : Message object The message to process. """ ...	[ "def", "handle_message", "(", "self", ",", "client_conn", ",", "msg", ")", ":", "# log messages received so that no one else has to", "self", ".", "_logger", ".", "debug", "(", "'received: {0!s}'", ".", "format", "(", "msg", ")", ")", "if", "msg", ".", "mtype", ...	37.125	16.958333
def filter(self, filt, kwargs): """Filter this `TimeSeries` with an IIR or FIR filter Parameters ---------- filt : filter arguments 1, 2, 3, or 4 arguments defining the filter to be applied, - an ``Nx1`` `~numpy.ndarray` of FIR coefficients ...	[ "def", "filter", "(", "self", ",", "", "filt", ",", "", "*", "kwargs", ")", ":", "# parse keyword arguments", "filtfilt", "=", "kwargs", ".", "pop", "(", "'filtfilt'", ",", "False", ")", "# parse filter", "form", ",", "filt", "=", "filter_design", ".", ...	34.031008	22.170543
def _lazy_load_units_by_code(): """Populate dict of units by code iff UNITS_BY_CODE is empty.""" if UNITS_BY_CODE: # already populated return for unit in units.UNITS_BY_NAME.values(): UNITS_BY_CODE[unit.code] = unit	[ "def", "_lazy_load_units_by_code", "(", ")", ":", "if", "UNITS_BY_CODE", ":", "# already populated", "return", "for", "unit", "in", "units", ".", "UNITS_BY_NAME", ".", "values", "(", ")", ":", "UNITS_BY_CODE", "[", "unit", ".", "code", "]", "=", "unit" ]	28.375	15.625
def assert_valid_path(path): """Checks if a path is a correct format that Marathon expects. Raises ValueError if not valid. :param str path: The app id. :rtype: str """ if path is None: return # As seen in: # https://github.com/mesosphere/marathon/blob/0c11661ca2f259f8a903d114ef790...	[ "def", "assert_valid_path", "(", "path", ")", ":", "if", "path", "is", "None", ":", "return", "# As seen in:", "# https://github.com/mesosphere/marathon/blob/0c11661ca2f259f8a903d114ef79023649a6f04b/src/main/scala/mesosphere/marathon/state/PathId.scala#L71", "for", "id", "in", "fil...	38.5625	26.25
def compile(self): """ Compile SQL and return 3-tuple ``(sql, params, keys)``. Example usage:: (sql, params, keys) = sc.compile() for row in cursor.execute(sql, params): record = dict(zip(keys, row)) """ params = self.column_params + sel...	[ "def", "compile", "(", "self", ")", ":", "params", "=", "self", ".", "column_params", "+", "self", ".", "join_params", "+", "self", ".", "params", "if", "self", ".", "limit", "and", "self", ".", "limit", ">=", "0", ":", "self", ".", "sql_limit", "=",...	30.875	15.375
def delete_user(self, user, group): """ Deletes user from group """ if not self.__contains__(group): raise GroupNotExists if not self.is_user_in(user, group): raise UserNotInAGroup self.new_groups.popvalue(group, user)	[ "def", "delete_user", "(", "self", ",", "user", ",", "group", ")", ":", "if", "not", "self", ".", "__contains__", "(", "group", ")", ":", "raise", "GroupNotExists", "if", "not", "self", ".", "is_user_in", "(", "user", ",", "group", ")", ":", "raise", ...	38.285714	4.142857
def readVersion(self): """ Read the document version. :: <designspace format="3"> """ ds = self.root.findall("[@format]")[0] raw_format = ds.attrib['format'] try: self.documentFormatVersion = int(raw_format) except ValueError: #...	[ "def", "readVersion", "(", "self", ")", ":", "ds", "=", "self", ".", "root", ".", "findall", "(", "\"[@format]\"", ")", "[", "0", "]", "raw_format", "=", "ds", ".", "attrib", "[", "'format'", "]", "try", ":", "self", ".", "documentFormatVersion", "=", ...	35.916667	14.166667
def _stringifyKeys(d): """ Return a copy of C{d} with C{str} keys. @type d: C{dict} with C{unicode} keys. @rtype: C{dict} with C{str} keys. """ return dict((k.encode('ascii'), v) for (k, v) in d.iteritems())	[ "def", "_stringifyKeys", "(", "d", ")", ":", "return", "dict", "(", "(", "k", ".", "encode", "(", "'ascii'", ")", ",", "v", ")", "for", "(", "k", ",", "v", ")", "in", "d", ".", "iteritems", "(", ")", ")" ]	28.25	11.75
def struct_from_value( cls, name, volume, channel_list=None, mute=False, device=None ): 'Same arguments as with class instance init.' chan_map = c.PA_CHANNEL_MAP() if not channel_list: c.pa.channel_map_init_mono(chan_map) else: if not is_str(channel_list): channel_list = b','.join(map(c.force_bytes, c...	[ "def", "struct_from_value", "(", "cls", ",", "name", ",", "volume", ",", "channel_list", "=", "None", ",", "mute", "=", "False", ",", "device", "=", "None", ")", ":", "chan_map", "=", "c", ".", "PA_CHANNEL_MAP", "(", ")", "if", "not", "channel_list", "...	41.4375	12.4375
def delete(self, name): """ Handle deletion race condition present in Django prior to 1.4 https://code.djangoproject.com/ticket/16108 """ try: super(StaticCompilerFileStorage, self).delete(name) except OSError, e: if e.errno != errno.ENOENT: ...	[ "def", "delete", "(", "self", ",", "name", ")", ":", "try", ":", "super", "(", "StaticCompilerFileStorage", ",", "self", ")", ".", "delete", "(", "name", ")", "except", "OSError", ",", "e", ":", "if", "e", ".", "errno", "!=", "errno", ".", "ENOENT", ...	32.6	14.2
def _process_organism_dbxref(self, limit): """ This is the mapping between the flybase organisms and external identifier "FBsp". We will want to use the NCBITaxon as the primary, if possible, but will default to a blank node/internal id if that is all that is available Bu...	[ "def", "_process_organism_dbxref", "(", "self", ",", "limit", ")", ":", "if", "self", ".", "test_mode", ":", "graph", "=", "self", ".", "testgraph", "else", ":", "graph", "=", "self", ".", "graph", "model", "=", "Model", "(", "graph", ")", "line_counter"...	37.732143	18.446429
def _longest_contig(self, contig_set, contig_lengths): '''Returns the name of the longest contig, from the set of names contig_set. contig_lengths is expected to be a dictionary of contig name => length.''' longest_name = None max_length = -1 for name in contig_set: ...	[ "def", "_longest_contig", "(", "self", ",", "contig_set", ",", "contig_lengths", ")", ":", "longest_name", "=", "None", "max_length", "=", "-", "1", "for", "name", "in", "contig_set", ":", "if", "contig_lengths", "[", "name", "]", ">", "max_length", ":", "...	44.5	15.666667
def get_tree_root(self): """ Returns the absolute root node of current tree structure.""" root = self while root.up is not None: root = root.up return root	[ "def", "get_tree_root", "(", "self", ")", ":", "root", "=", "self", "while", "root", ".", "up", "is", "not", "None", ":", "root", "=", "root", ".", "up", "return", "root" ]	32.333333	13
def tic(self): """Start collecting stats for current batch. Call before calling forward.""" if self.step % self.interval == 0: for exe in self.exes: for array in exe.arg_arrays: array.wait_to_read() for array in exe.aux_arrays: ...	[ "def", "tic", "(", "self", ")", ":", "if", "self", ".", "step", "%", "self", ".", "interval", "==", "0", ":", "for", "exe", "in", "self", ".", "exes", ":", "for", "array", "in", "exe", ".", "arg_arrays", ":", "array", ".", "wait_to_read", "(", ")...	35.833333	6.75
def implicitly_declare_ro(instructions: List[AbstractInstruction]): """ Implicitly declare a register named ``ro`` for backwards compatibility with Quil 1. There used to be one un-named hunk of classical memory. Now there are variables with declarations. Instead of:: MEASURE 0 [0] You mus...	[ "def", "implicitly_declare_ro", "(", "instructions", ":", "List", "[", "AbstractInstruction", "]", ")", ":", "ro_addrs", ":", "List", "[", "int", "]", "=", "[", "]", "for", "instr", "in", "instructions", ":", "if", "isinstance", "(", "instr", ",", "Declare...	38.925926	27.962963
def depth_december_average_ground_temperature(self, value=None): """Corresponds to IDD Field `depth_december_average_ground_temperature` Args: value (float): value for IDD Field `depth_december_average_ground_temperature` Unit: C if `value` is None it will no...	[ "def", "depth_december_average_ground_temperature", "(", "self", ",", "value", "=", "None", ")", ":", "if", "value", "is", "not", "None", ":", "try", ":", "value", "=", "float", "(", "value", ")", "except", "ValueError", ":", "raise", "ValueError", "(", "'...	38.090909	23.545455
def get_waveform_filter_precondition(approximant, length, delta_f): """Return the data preconditioning factor for this approximant. """ if approximant in _filter_preconditions: return _filter_preconditions[approximant](length, delta_f) else: return None	[ "def", "get_waveform_filter_precondition", "(", "approximant", ",", "length", ",", "delta_f", ")", ":", "if", "approximant", "in", "_filter_preconditions", ":", "return", "_filter_preconditions", "[", "approximant", "]", "(", "length", ",", "delta_f", ")", "else", ...	39.857143	15.571429
def send(sender_instance): """Send a transactional email using SendInBlue API. Site: https://www.sendinblue.com API: https://apidocs.sendinblue.com/ """ m = Mailin( "https://api.sendinblue.com/v2.0", sender_instance._kwargs.get("api_key") ) data = { "to": email_list_...	[ "def", "send", "(", "sender_instance", ")", ":", "m", "=", "Mailin", "(", "\"https://api.sendinblue.com/v2.0\"", ",", "sender_instance", ".", "_kwargs", ".", "get", "(", "\"api_key\"", ")", ")", "data", "=", "{", "\"to\"", ":", "email_list_to_email_dict", "(", ...	38.032258	16.935484
def setup_catalogs( portal, catalogs_definition={}, force_reindex=False, catalogs_extension={}, force_no_reindex=False): """ Setup the given catalogs. Redefines the map between content types and catalogs and then checks the indexes and metacolumns, if one index/column doesn't exist in th...	[ "def", "setup_catalogs", "(", "portal", ",", "catalogs_definition", "=", "{", "}", ",", "force_reindex", "=", "False", ",", "catalogs_extension", "=", "{", "}", ",", "force_no_reindex", "=", "False", ")", ":", "# If not given catalogs_definition, use the LIMS one", ...	40.466667	19.866667
def _bisect(value_and_gradients_function, initial_args, f_lim): """Actual implementation of bisect given initial_args in a _BracketResult.""" def _loop_cond(curr): # TODO(b/112524024): Also take into account max_iterations. return ~tf.reduce_all(input_tensor=curr.stopped) def _loop_body(curr): """Nar...	[ "def", "_bisect", "(", "value_and_gradients_function", ",", "initial_args", ",", "f_lim", ")", ":", "def", "_loop_cond", "(", "curr", ")", ":", "# TODO(b/112524024): Also take into account max_iterations.", "return", "~", "tf", ".", "reduce_all", "(", "input_tensor", ...	49.155556	25.177778
def incident_path(cls, project, incident): """Return a fully-qualified incident string.""" return google.api_core.path_template.expand( "projects/{project}/incidents/{incident}", project=project, incident=incident, )	[ "def", "incident_path", "(", "cls", ",", "project", ",", "incident", ")", ":", "return", "google", ".", "api_core", ".", "path_template", ".", "expand", "(", "\"projects/{project}/incidents/{incident}\"", ",", "project", "=", "project", ",", "incident", "=", "in...	38.571429	11.571429
def id_pools_vmac_ranges(self): """ Gets the IdPoolsRanges API Client for VMAC Ranges. Returns: IdPoolsRanges: """ if not self.__id_pools_vmac_ranges: self.__id_pools_vmac_ranges = IdPoolsRanges('vmac', self.__connection) return self.__id_pools_vm...	[ "def", "id_pools_vmac_ranges", "(", "self", ")", ":", "if", "not", "self", ".", "__id_pools_vmac_ranges", ":", "self", ".", "__id_pools_vmac_ranges", "=", "IdPoolsRanges", "(", "'vmac'", ",", "self", ".", "__connection", ")", "return", "self", ".", "__id_pools_v...	32	15.2
def ArcTan2(x: vertex_constructor_param_types, y: vertex_constructor_param_types, label: Optional[str]=None) -> Vertex: """ Calculates the signed angle, in radians, between the positive x-axis and a ray to the point (x, y) from the origin :param x: x coordinate :param y: y coordinate """ re...	[ "def", "ArcTan2", "(", "x", ":", "vertex_constructor_param_types", ",", "y", ":", "vertex_constructor_param_types", ",", "label", ":", "Optional", "[", "str", "]", "=", "None", ")", "->", "Vertex", ":", "return", "Double", "(", "context", ".", "jvm_view", "(...	52.125	36.375
def certify_list( value, certifier=None, min_len=None, max_len=None, required=True, schema=None, include_collections=False, ): """ Certifier for a list. :param list value: The array to be certified. :param func certifier: A function to be called on each value in the iterable to ...	[ "def", "certify_list", "(", "value", ",", "certifier", "=", "None", ",", "min_len", "=", "None", ",", "max_len", "=", "None", ",", "required", "=", "True", ",", "schema", "=", "None", ",", "include_collections", "=", "False", ",", ")", ":", "certify_bool...	34.833333	21.357143
def with_params(self, **kwargs): """Modify various execution parameters of a Pipeline before it runs. This method has no effect in test mode. Args: kwargs: Attributes to modify on this Pipeline instance before it has been executed. Returns: This Pipeline instance, for easy chainin...	[ "def", "with_params", "(", "self", ",", "", "", "kwargs", ")", ":", "if", "_TEST_MODE", ":", "logging", ".", "info", "(", "'Setting runtime parameters for %s#%s: %r'", ",", "self", ",", "self", ".", "pipeline_id", ",", "kwargs", ")", "return", "self", "if"...	31.551724	19.37931
def get_reversed_unification_program(angles, control_indices, target, controls, mode): """ Gets the Program representing the reversed circuit for the decomposition of the uniformly controlled rotations in a unification step. If :math:`n` is the number of control...	[ "def", "get_reversed_unification_program", "(", "angles", ",", "control_indices", ",", "target", ",", "controls", ",", "mode", ")", ":", "if", "mode", "==", "'phase'", ":", "gate", "=", "RZ", "elif", "mode", "==", "'magnitude'", ":", "gate", "=", "RY", "el...	43.295455	22.068182
def _new_stream(self, idx): '''Randomly select and create a new stream. Parameters ---------- idx : int, [0:n_streams - 1] The stream index to replace ''' # Don't activate the stream if the weight is 0 or None if self.stream_weights_[idx]: ...	[ "def", "_new_stream", "(", "self", ",", "idx", ")", ":", "# Don't activate the stream if the weight is 0 or None", "if", "self", ".", "stream_weights_", "[", "idx", "]", ":", "self", ".", "streams_", "[", "idx", "]", "=", "self", ".", "streamers", "[", "idx", ...	30.4375	16.4375
def get_unique_backends(): """Gets the unique backends that are available. Returns: list: Unique available backends. Raises: QiskitError: No backends available. """ backends = IBMQ.backends() unique_hardware_backends = [] unique_names = [] for back in backends: ...	[ "def", "get_unique_backends", "(", ")", ":", "backends", "=", "IBMQ", ".", "backends", "(", ")", "unique_hardware_backends", "=", "[", "]", "unique_names", "=", "[", "]", "for", "back", "in", "backends", ":", "if", "back", ".", "name", "(", ")", "not", ...	31.368421	14.736842
def do_exit(*args): ''' We have to override the exit because calling sys.exit will only actually exit the main thread, and as we're in a Xml-rpc server, that won't work. ''' try: import java.lang.System java.lang.System.exit(1) except ImportError: if len(args) =...	[ "def", "do_exit", "(", "*", "args", ")", ":", "try", ":", "import", "java", ".", "lang", ".", "System", "java", ".", "lang", ".", "System", ".", "exit", "(", "1", ")", "except", "ImportError", ":", "if", "len", "(", "args", ")", "==", "1", ":", ...	25.2	25.466667
def set_features(self): """"Merge all psms and peptides""" allpsms_str = readers.generate_psms_multiple_fractions_strings( self.mergefiles, self.ns) allpeps = preparation.merge_peptides(self.mergefiles, self.ns) self.features = {'psm': allpsms_str, 'peptide': allpeps}	[ "def", "set_features", "(", "self", ")", ":", "allpsms_str", "=", "readers", ".", "generate_psms_multiple_fractions_strings", "(", "self", ".", "mergefiles", ",", "self", ".", "ns", ")", "allpeps", "=", "preparation", ".", "merge_peptides", "(", "self", ".", "...	51.166667	17.5
def VEXTRACTF128(cpu, dest, src, offset): """Extract Packed Floating-Point Values Extracts 128-bits of packed floating-point values from the source operand (second operand) at an 128-bit offset from imm8[0] into the destination operand (first operand). The destination may be either an ...	[ "def", "VEXTRACTF128", "(", "cpu", ",", "dest", ",", "src", ",", "offset", ")", ":", "offset", "=", "offset", ".", "read", "(", ")", "dest", ".", "write", "(", "Operators", ".", "EXTRACT", "(", "src", ".", "read", "(", ")", ",", "offset", "*", "1...	48.8	21
def get_job_id_from_name(self, job_name): """Retrieve the first job ID matching the given name""" jobs = self._client.list_jobs(jobQueue=self._queue, jobStatus='RUNNING')['jobSummaryList'] matching_jobs = [job for job in jobs if job['jobName'] == job_name] if matching_jobs: r...	[ "def", "get_job_id_from_name", "(", "self", ",", "job_name", ")", ":", "jobs", "=", "self", ".", "_client", ".", "list_jobs", "(", "jobQueue", "=", "self", ".", "_queue", ",", "jobStatus", "=", "'RUNNING'", ")", "[", "'jobSummaryList'", "]", "matching_jobs",...	57.666667	18.833333
def insert_contribution_entries(database, entries): """Insert a set of records of a contribution report in the provided database. Insert a set of new records into the provided database without checking for conflicting entries. @param database: The MongoDB database to operate on. The contributions ...	[ "def", "insert_contribution_entries", "(", "database", ",", "entries", ")", ":", "entries", "=", "map", "(", "clean_entry", ",", "entries", ")", "database", ".", "contributions", ".", "insert", "(", "entries", ",", "continue_on_error", "=", "True", ")" ]	42.428571	17.714286
def create_event_study_tear_sheet(factor_data, prices=None, avgretplot=(5, 15), rate_of_ret=True, n_bars=50): """ Creates an event study tear sheet for analysis of a specific e...	[ "def", "create_event_study_tear_sheet", "(", "factor_data", ",", "prices", "=", "None", ",", "avgretplot", "=", "(", "5", ",", "15", ")", ",", "rate_of_ret", "=", "True", ",", "n_bars", "=", "50", ")", ":", "long_short", "=", "False", "plotting", ".", "p...	38.766355	20.82243
def update_display(cb, pool, params, plane, qwertz): """ Draws everything. :param cb: Cursebox instance. :type cb: cursebox.Cursebox :param params: Current application parameters. :type params: params.Params :param plane: Plane containing the current Mandelbrot values. :type plane: plan...	[ "def", "update_display", "(", "cb", ",", "pool", ",", "params", ",", "plane", ",", "qwertz", ")", ":", "cb", ".", "clear", "(", ")", "draw_panel", "(", "cb", ",", "pool", ",", "params", ",", "plane", ")", "update_position", "(", "params", ")", "# Upd...	30.882353	16.176471
def one(nodes, or_none=False): """ Assert that there is exactly one node in the give list, and return it. """ if not nodes and or_none: return None assert len( nodes) == 1, 'Expected 1 result. Received %d results.' % (len(nodes)) return nodes[0]	[ "def", "one", "(", "nodes", ",", "or_none", "=", "False", ")", ":", "if", "not", "nodes", "and", "or_none", ":", "return", "None", "assert", "len", "(", "nodes", ")", "==", "1", ",", "'Expected 1 result. Received %d results.'", "%", "(", "len", "(", "nod...	30.777778	17.666667
def invalidate(self, comparison: Comparison[Entity, Entity]) -> None: """ Invalidate paths in a zone. See https://api.cloudflare.com /#zone-purge-individual-files-by-url-and-cache-tags :param comparison: The comparison whose changes to invalidate. :raises requests.exceptions.Req...	[ "def", "invalidate", "(", "self", ",", "comparison", ":", "Comparison", "[", "Entity", ",", "Entity", "]", ")", "->", "None", ":", "@", "backoff", ".", "on_exception", "(", "backoff", ".", "expo", ",", "requests", ".", "exceptions", ".", "RequestException"...	47.440678	19.881356
def as_numpy(dataset, graph=None): """Converts a `tf.data.Dataset` to an iterable of NumPy arrays. `as_numpy` converts a possibly nested structure of `tf.data.Dataset`s and `tf.Tensor`s to iterables of NumPy arrays and NumPy arrays, respectively. Args: dataset: a possibly nested structure of `tf.data.Data...	[ "def", "as_numpy", "(", "dataset", ",", "graph", "=", "None", ")", ":", "nested_ds", "=", "dataset", "del", "dataset", "# Flatten", "flat_ds", "=", "tf", ".", "nest", ".", "flatten", "(", "nested_ds", ")", "flat_np", "=", "[", "]", "# Type check for Tensor...	33.701493	22.925373
def get_single_child_from_xml(elem, tag): """ Get a single child tag from an XML element. Similar to "elem.find(tag)", but warns if there are multiple child tags with the given name. """ children = elem.findall(tag) if not children: return None if len(children) > 1: logging.w...	[ "def", "get_single_child_from_xml", "(", "elem", ",", "tag", ")", ":", "children", "=", "elem", ".", "findall", "(", "tag", ")", "if", "not", "children", ":", "return", "None", "if", "len", "(", "children", ")", ">", "1", ":", "logging", ".", "warning"...	38.615385	16.615385
def _make_summary_statistic(attr): """Factory for implementing summary statistics, eg, mean, stddev, mode.""" def _fn(self, kwargs): """Implements summary statistic, eg, mean, stddev, mode.""" x = getattr(self.distribution, attr)(kwargs) shape = prefer_static.concat([ self.distribution.batch...	[ "def", "_make_summary_statistic", "(", "attr", ")", ":", "def", "_fn", "(", "self", ",", "", "", "kwargs", ")", ":", "\"\"\"Implements summary statistic, eg, mean, stddev, mode.\"\"\"", "x", "=", "getattr", "(", "self", ".", "distribution", ",", "attr", ")", "...	40.789474	12
def package_name(self, PACKAGES_TXT): """Returns list with all the names of packages repository """ packages = [] for line in PACKAGES_TXT.splitlines(): if line.startswith("PACKAGE NAME:"): packages.append(split_package(line[14:].strip())[0]) return pa...	[ "def", "package_name", "(", "self", ",", "PACKAGES_TXT", ")", ":", "packages", "=", "[", "]", "for", "line", "in", "PACKAGES_TXT", ".", "splitlines", "(", ")", ":", "if", "line", ".", "startswith", "(", "\"PACKAGE NAME:\"", ")", ":", "packages", ".", "ap...	39.875	10.125
def get(self): """Get run list""" LOG.info('Returning all ansible runs') response = [] for run in self.backend_store.list_runs(): response.append(run_model.format_response(run)) return response	[ "def", "get", "(", "self", ")", ":", "LOG", ".", "info", "(", "'Returning all ansible runs'", ")", "response", "=", "[", "]", "for", "run", "in", "self", ".", "backend_store", ".", "list_runs", "(", ")", ":", "response", ".", "append", "(", "run_model", ...	34.142857	13.857143
def execute(self, string, max_tacts=None): """Execute algorithm (if max_times = None, there can be forever loop).""" self.init_tape(string) counter = 0 while True: self.execute_once() if self.state == self.TERM_STATE: break counter += ...	[ "def", "execute", "(", "self", ",", "string", ",", "max_tacts", "=", "None", ")", ":", "self", ".", "init_tape", "(", "string", ")", "counter", "=", "0", "while", "True", ":", "self", ".", "execute_once", "(", ")", "if", "self", ".", "state", "==", ...	33.642857	17.285714
def __find_node_by_rule(self, point, search_rule, cur_node): """! @brief Search node that satisfy to parameters in search rule. @details If node with specified parameters does not exist then None will be returned, otherwise required node will be returned. ...	[ "def", "__find_node_by_rule", "(", "self", ",", "point", ",", "search_rule", ",", "cur_node", ")", ":", "req_node", "=", "None", "if", "cur_node", "is", "None", ":", "cur_node", "=", "self", ".", "__root", "while", "cur_node", ":", "if", "cur_node", ".", ...	38.5	23.21875
def _filter_attribute(mcs, attribute_name, attribute_value): """ decides whether the given attribute should be excluded from tracing or not """ if attribute_name == '__module__': return True elif hasattr(attribute_value, '_trace_disable'): return True ...	[ "def", "_filter_attribute", "(", "mcs", ",", "attribute_name", ",", "attribute_value", ")", ":", "if", "attribute_name", "==", "'__module__'", ":", "return", "True", "elif", "hasattr", "(", "attribute_value", ",", "'_trace_disable'", ")", ":", "return", "True", ...	36.444444	14.888889
def send(self, data): """ Sending data back to client :return: """ data = data.decode().replace("\n", "\r\n") self.writer.write(data.encode())	[ "def", "send", "(", "self", ",", "data", ")", ":", "data", "=", "data", ".", "decode", "(", ")", ".", "replace", "(", "\"\\n\"", ",", "\"\\r\\n\"", ")", "self", ".", "writer", ".", "write", "(", "data", ".", "encode", "(", ")", ")" ]	26.285714	8.285714
def calc_A(Ys): '''Return the matrix A from a list of Y vectors.''' return sum(np.dot(np.reshape(Y, (3,1)), np.reshape(Y, (1, 3))) for Y in Ys)	[ "def", "calc_A", "(", "Ys", ")", ":", "return", "sum", "(", "np", ".", "dot", "(", "np", ".", "reshape", "(", "Y", ",", "(", "3", ",", "1", ")", ")", ",", "np", ".", "reshape", "(", "Y", ",", "(", "1", ",", "3", ")", ")", ")", "for", "Y...	40	20.5
def poke(self, context): """ Pokes for a mail attachment on the mail server. :param context: The context that is being provided when poking. :type context: dict :return: True if attachment with the given name is present and False if not. :rtype: bool """ ...	[ "def", "poke", "(", "self", ",", "context", ")", ":", "self", ".", "log", ".", "info", "(", "'Poking for %s'", ",", "self", ".", "attachment_name", ")", "with", "ImapHook", "(", "imap_conn_id", "=", "self", ".", "conn_id", ")", "as", "imap_hook", ":", ...	36.352941	18.117647
def weighted_choice(self, probabilities, key): """Makes a weighted choice between several options. Probabilities is a list of 2-tuples, (probability, option). The probabilties don't need to add up to anything, they are automatically scaled.""" total = sum(x[0] for x in probabil...	[ "def", "weighted_choice", "(", "self", ",", "probabilities", ",", "key", ")", ":", "total", "=", "sum", "(", "x", "[", "0", "]", "for", "x", "in", "probabilities", ")", "choice", "=", "total", "*", "self", ".", "_random", "(", "key", ")", "for", "p...	35.642857	17.428571
def setDefaultIREncoding(encoding): ''' setDefaultIREncoding - Sets the default encoding used by IndexedRedis. This will be the default encoding used for field data. You can override this on a per-field basis by using an IRField (such as IRUnicodeField or IRRawField) @param encoding - An encoding (like ut...	[ "def", "setDefaultIREncoding", "(", "encoding", ")", ":", "try", ":", "b''", ".", "decode", "(", "encoding", ")", "except", ":", "raise", "ValueError", "(", "'setDefaultIREncoding was provided an invalid codec. Got (encoding=\"%s\")'", "%", "(", "str", "(", "encoding"...	34.866667	30.6
def generate_session_token(refresh_token, verbose): """ Generates new session token from the given refresh token. :param refresh_token: refresh token to generate from :param verbose: whether expiration time should be added to output """ platform = _get_platform(authenticated=False) session_...	[ "def", "generate_session_token", "(", "refresh_token", ",", "verbose", ")", ":", "platform", "=", "_get_platform", "(", "authenticated", "=", "False", ")", "session_token", ",", "expires_in", "=", "platform", ".", "generate_session_token", "(", "refresh_token", ")",...	38.5	23.642857
def is_fresh(self): # type: () -> bool """ Checks whether the lock file is still up to date with the current hash. """ lock = self._lock.read() metadata = lock.get("metadata", {}) if "content-hash" in metadata: return self._content_hash == lock["metadata"]["...	[ "def", "is_fresh", "(", "self", ")", ":", "# type: () -> bool", "lock", "=", "self", ".", "_lock", ".", "read", "(", ")", "metadata", "=", "lock", ".", "get", "(", "\"metadata\"", ",", "{", "}", ")", "if", "\"content-hash\"", "in", "metadata", ":", "re...	31.454545	16.909091
def julian_day(t: date) -> int: """Convert a Python datetime to a Julian day""" # Compute the number of days from January 1, 2000 to date t dt = t - julian_base_date # Add the julian base number to the number of days from the julian base date to date t return julian_base_number + dt.days	[ "def", "julian_day", "(", "t", ":", "date", ")", "->", "int", ":", "# Compute the number of days from January 1, 2000 to date t", "dt", "=", "t", "-", "julian_base_date", "# Add the julian base number to the number of days from the julian base date to date t", "return", "julian_b...	50.5	15.666667
def deltas(self): """ Dictionary of relative offsets. The keys in the result are pairs of keys from the offset vector, (a, b), and the values are the relative offsets, (offset[b] - offset[a]). Raises ValueError if the offsetvector is empty (WARNING: this behaviour might change in the future). Example: ...	[ "def", "deltas", "(", "self", ")", ":", "# FIXME: instead of raising ValueError when the", "# offsetvector is empty this should return an empty", "# dictionary. the inverse, .fromdeltas() accepts", "# empty dictionaries", "# NOTE: the arithmetic used to construct the offsets", "# must mat...	35.948718	18.615385
def validate_state(self, model, context=None): """ Validate model state Run state validators and return and result object. :param model: object or dict :param context: object, dict or None :return: shiftschema.result.Result """ result = Result() f...	[ "def", "validate_state", "(", "self", ",", "model", ",", "context", "=", "None", ")", ":", "result", "=", "Result", "(", ")", "for", "state_validator", "in", "self", ".", "state", ":", "error", "=", "state_validator", ".", "run", "(", "value", "=", "mo...	30.105263	10.842105
def _unpack_header(self, data): """ Unpacks the header of given byte string. """ return struct.unpack(self._struct_header, data[:self._struct_header_size])	[ "def", "_unpack_header", "(", "self", ",", "data", ")", ":", "return", "struct", ".", "unpack", "(", "self", ".", "_struct_header", ",", "data", "[", ":", "self", ".", "_struct_header_size", "]", ")" ]	35.166667	7.833333
def map_entity(self, entity: dal.AssetClass): """ maps data from entity -> object """ obj = model.AssetClass() obj.id = entity.id obj.parent_id = entity.parentid obj.name = entity.name obj.allocation = entity.allocation obj.sort_order = entity.sortorder #...	[ "def", "map_entity", "(", "self", ",", "entity", ":", "dal", ".", "AssetClass", ")", ":", "obj", "=", "model", ".", "AssetClass", "(", ")", "obj", ".", "id", "=", "entity", ".", "id", "obj", ".", "parent_id", "=", "entity", ".", "parentid", "obj", ...	29.2	12.333333
def get_gatk_version(self): """Retrieve GATK version, handling locally and config cached versions. Calling version can be expensive due to all the startup and shutdown of JVMs, so we prefer cached version information. """ if self._gatk_version is None: self._set_defau...	[ "def", "get_gatk_version", "(", "self", ")", ":", "if", "self", ".", "_gatk_version", "is", "None", ":", "self", ".", "_set_default_versions", "(", "self", ".", "_config", ")", "if", "\"gatk4\"", "not", "in", "dd", ".", "get_tools_off", "(", "{", "\"config...	47.304348	17.521739
def is_same_dict(d1, d2): """Test two dictionary is equal on values. (ignore order) """ for k, v in d1.items(): if isinstance(v, dict): is_same_dict(v, d2[k]) else: assert d1[k] == d2[k] for k, v in d2.items(): if isinstance(v, dict): is_same_...	[ "def", "is_same_dict", "(", "d1", ",", "d2", ")", ":", "for", "k", ",", "v", "in", "d1", ".", "items", "(", ")", ":", "if", "isinstance", "(", "v", ",", "dict", ")", ":", "is_same_dict", "(", "v", ",", "d2", "[", "k", "]", ")", "else", ":", ...	26.357143	12.785714
def _list_of_dicts_to_column_headers(list_of_dicts): """ Detects if all entries in an list of ``dict``'s have identical keys. Returns the keys if all keys are the same and ``None`` otherwise. Parameters ---------- list_of_dicts : list List of dictionaries to ...	[ "def", "_list_of_dicts_to_column_headers", "(", "list_of_dicts", ")", ":", "if", "len", "(", "list_of_dicts", ")", "<", "2", "or", "not", "all", "(", "isinstance", "(", "item", ",", "dict", ")", "for", "item", "in", "list_of_dicts", ")", ":", "return", "No...	35.958333	26.041667
def GetEntries(self, parser_mediator, match=None, **unused_kwargs): """Extracts relevant user timestamp entries. Args: parser_mediator (ParserMediator): mediates interactions between parsers and other components, such as storage and dfvfs. match (Optional[dict[str: object]]): keys extract...	[ "def", "GetEntries", "(", "self", ",", "parser_mediator", ",", "match", "=", "None", ",", "", "", "unused_kwargs", ")", ":", "if", "'name'", "not", "in", "match", "or", "'uid'", "not", "in", "match", ":", "return", "account", "=", "match", "[", "'nam...	42.823077	21.661538
def to_type(self, dtype: type, cols, kwargs): """ Convert colums values to a given type in the main dataframe :param dtype: a type to convert to: ex: ``str`` :type dtype: type :param \cols: names of the colums :type \*cols: str, at least one :param \...	[ "def", "to_type", "(", "self", ",", "dtype", ":", "type", ",", "", "cols", ",", "", "*", "kwargs", ")", ":", "try", ":", "allcols", "=", "self", ".", "df", ".", "columns", ".", "values", "for", "col", "in", "cols", ":", "if", "col", "not", "i...	34.913043	13.608696
def key_file_private(self): '''str: path to the private key used by Ansible to connect to virtual machines (by default looks for a file with name :attr:`key_name <tmdeploy.config.CloudSection.key_name>` in ``~/.ssh`` directory) ''' if not hasattr(self, '_key_file_private'...	[ "def", "key_file_private", "(", "self", ")", ":", "if", "not", "hasattr", "(", "self", ",", "'_key_file_private'", ")", ":", "self", ".", "key_file_private", "=", "'~/.ssh/{key}'", ".", "format", "(", "key", "=", "self", ".", "key_name", ")", "return", "se...	47.666667	22.555556
def read_memory_block8(self, addr, size): """ read a block of unaligned bytes in memory. Returns an array of byte values """ data = self.ap.read_memory_block8(addr, size) return self.bp_manager.filter_memory_unaligned_8(addr, size, data)	[ "def", "read_memory_block8", "(", "self", ",", "addr", ",", "size", ")", ":", "data", "=", "self", ".", "ap", ".", "read_memory_block8", "(", "addr", ",", "size", ")", "return", "self", ".", "bp_manager", ".", "filter_memory_unaligned_8", "(", "addr", ",",...	39.857143	10.714286
def encrypt(self, key): """This method encrypts and signs the state to make it unreadable by the server, since it contains information that would allow faking proof of storage. :param key: the key to encrypt and sign with """ if (self.encrypted): return ...	[ "def", "encrypt", "(", "self", ",", "key", ")", ":", "if", "(", "self", ".", "encrypted", ")", ":", "return", "# encrypt", "self", ".", "iv", "=", "Random", ".", "new", "(", ")", ".", "read", "(", "AES", ".", "block_size", ")", "aes", "=", "AES",...	35.294118	14.647059
def get_aspect(self, xspan, yspan): """ Computes the aspect ratio of the plot """ if isinstance(self.aspect, (int, float)): return self.aspect elif self.aspect == 'square': return 1 elif self.aspect == 'equal': return xspan/yspan ...	[ "def", "get_aspect", "(", "self", ",", "xspan", ",", "yspan", ")", ":", "if", "isinstance", "(", "self", ".", "aspect", ",", "(", "int", ",", "float", ")", ")", ":", "return", "self", ".", "aspect", "elif", "self", ".", "aspect", "==", "'square'", ...	29.090909	8.181818
def mail_setup(path): """ Set the variables to be able to send emails. :param path: path to the config file """ global dest_mails global smtp_server global smtp_port global src_server config = configparser.RawConfigParser() config.readfp(path) dest_mails = config.get('mail',...	[ "def", "mail_setup", "(", "path", ")", ":", "global", "dest_mails", "global", "smtp_server", "global", "smtp_port", "global", "src_server", "config", "=", "configparser", ".", "RawConfigParser", "(", ")", "config", ".", "readfp", "(", "path", ")", "dest_mails", ...	29.9375	13.0625
def histogram(self, stat, value, tags=None): """Report a histogram.""" self._log('histogram', stat, value, tags)	[ "def", "histogram", "(", "self", ",", "stat", ",", "value", ",", "tags", "=", "None", ")", ":", "self", ".", "_log", "(", "'histogram'", ",", "stat", ",", "value", ",", "tags", ")" ]	42	4.333333
def empty_wav(wav_path: Union[Path, str]) -> bool: """Check if a wav contains data""" with wave.open(str(wav_path), 'rb') as wav_f: return wav_f.getnframes() == 0	[ "def", "empty_wav", "(", "wav_path", ":", "Union", "[", "Path", ",", "str", "]", ")", "->", "bool", ":", "with", "wave", ".", "open", "(", "str", "(", "wav_path", ")", ",", "'rb'", ")", "as", "wav_f", ":", "return", "wav_f", ".", "getnframes", "(",...	43.75	5.25
def jsonify(py_data, default=None, indent=4, sort_keys=True): """ Converts the inputted Python data to JSON format. :param py_data \| <variant> """ return json.dumps(py_data, default=py2json, indent=indent, sort_keys=sort_keys)	[ "def", "jsonify", "(", "py_data", ",", "default", "=", "None", ",", "indent", "=", "4", ",", "sort_keys", "=", "True", ")", ":", "return", "json", ".", "dumps", "(", "py_data", ",", "default", "=", "py2json", ",", "indent", "=", "indent", ",", "sort_...	35.714286	16.857143
def or_(cls, obj, **kwargs): """Query an object :param obj: object to test :param kwargs: query specified in kwargssql :return: `True` if at leat one `kwargs` expression is `True`, `False` otherwise. :rtype: bool """ return cls.__e...	[ "def", "or_", "(", "cls", ",", "obj", ",", "", "", "kwargs", ")", ":", "return", "cls", ".", "__eval_seqexp", "(", "obj", ",", "operator", ".", "or_", ",", "", "", "kwargs", ")" ]	24.714286	19.928571
def call(cmd, input=None, assert_zero_exit_status=True, warn_on_non_zero_exist_status=False, **kwargs): """ :rtype: SubprocessResult Raises OSError if command was not found Returns non-zero result in result.ret if subprocess terminated with non-zero exist status. """ if (not kwargs.get('shell'...	[ "def", "call", "(", "cmd", ",", "input", "=", "None", ",", "assert_zero_exit_status", "=", "True", ",", "warn_on_non_zero_exist_status", "=", "False", ",", "", "", "kwargs", ")", ":", "if", "(", "not", "kwargs", ".", "get", "(", "'shell'", ")", ")", ...	39	24.666667
def _check_function(self): ''' make some basic checks on the function to make sure it is valid''' # note, callable is valid for Python 2 and Python 3.2 onwards but # not inbetween if not callable(self._function): raise RuntimeError( "provided function '{0}' is...	[ "def", "_check_function", "(", "self", ")", ":", "# note, callable is valid for Python 2 and Python 3.2 onwards but", "# not inbetween", "if", "not", "callable", "(", "self", ".", "_function", ")", ":", "raise", "RuntimeError", "(", "\"provided function '{0}' is not callable\...	44.866667	13.533333
def start(self, args): """ Start a nested log. """ if self._is_verbose: # verbose log has no start method return self self.writeln('start', args) self._indent += 1 return self	[ "def", "start", "(", "self", ",", "", "args", ")", ":", "if", "self", ".", "_is_verbose", ":", "# verbose log has no start method", "return", "self", "self", ".", "writeln", "(", "'start'", ",", "", "args", ")", "self", ".", "_indent", "+=", "1", "retu...	20.666667	15.333333
def pairwise(iterable: Iterable[X]) -> Iterable[Tuple[X, X]]: """Iterate over pairs in list s -> (s0,s1), (s1,s2), (s2, s3), ...""" a, b = itt.tee(iterable) next(b, None) return zip(a, b)	[ "def", "pairwise", "(", "iterable", ":", "Iterable", "[", "X", "]", ")", "->", "Iterable", "[", "Tuple", "[", "X", ",", "X", "]", "]", ":", "a", ",", "b", "=", "itt", ".", "tee", "(", "iterable", ")", "next", "(", "b", ",", "None", ")", "retu...	39.8	15.2
def signed_session(self, session=None): # type: (Optional[requests.Session]) -> requests.Session """Create requests session with ApiKey. If a session object is provided, configure it directly. Otherwise, create a new session and return it. :param session: The session to configu...	[ "def", "signed_session", "(", "self", ",", "session", "=", "None", ")", ":", "# type: (Optional[requests.Session]) -> requests.Session", "session", "=", "super", "(", "ApiKeyCredentials", ",", "self", ")", ".", "signed_session", "(", "session", ")", "session", ".", ...	45.263158	20.736842
def _MakeConnection(self, database=""): """Repeat connection attempts to server until we get a valid connection.""" first_attempt_time = time.time() wait_time = config.CONFIG["Mysql.max_connect_wait"] while wait_time == 0 or time.time() - first_attempt_time < wait_time: try: connection_arg...	[ "def", "_MakeConnection", "(", "self", ",", "database", "=", "\"\"", ")", ":", "first_attempt_time", "=", "time", ".", "time", "(", ")", "wait_time", "=", "config", ".", "CONFIG", "[", "\"Mysql.max_connect_wait\"", "]", "while", "wait_time", "==", "0", "or",...	36.325581	18.302326
def WriteFlowResponses(self, responses): """Writes FlowMessages and updates corresponding requests.""" if not responses: return for batch in collection.Batch(responses, self._WRITE_ROWS_BATCH_SIZE): self._WriteFlowResponsesAndExpectedUpdates(batch) completed_requests = self._UpdateRequ...	[ "def", "WriteFlowResponses", "(", "self", ",", "responses", ")", ":", "if", "not", "responses", ":", "return", "for", "batch", "in", "collection", ".", "Batch", "(", "responses", ",", "self", ".", "_WRITE_ROWS_BATCH_SIZE", ")", ":", "self", ".", "_WriteFlowR...	30.214286	25.428571
def copy(self): """Create a copy. Examples: This example copies constraint :math:`a \\ne b` and tests a solution on the copied constraint. >>> import dwavebinarycsp >>> import operator >>> const = dwavebinarycsp.Constraint.from_func(operator....	[ "def", "copy", "(", "self", ")", ":", "# each object is itself immutable (except the function)", "return", "self", ".", "__class__", "(", "self", ".", "func", ",", "self", ".", "configurations", ",", "self", ".", "variables", ",", "self", ".", "vartype", ",", ...	34.6	20.9
def __start_connection(self, context, node, ccallbacks=None): """Start a new connection, and manage it from a new greenlet.""" _logger.debug("Creating connection object: CONTEXT=[%s] NODE=[%s]", context, node) c = nsq.connection.Connection( context, ...	[ "def", "__start_connection", "(", "self", ",", "context", ",", "node", ",", "ccallbacks", "=", "None", ")", ":", "_logger", ".", "debug", "(", "\"Creating connection object: CONTEXT=[%s] NODE=[%s]\"", ",", "context", ",", "node", ")", "c", "=", "nsq", ".", "co...	33.484848	21.545455
def create_aeff(event_class, event_type, egy, cth): """Create an array of effective areas versus energy and incidence angle. Binning in energy and incidence angle is controlled with the egy and cth input parameters. Parameters ---------- event_class : str Event class string (e.g. P8R2_...	[ "def", "create_aeff", "(", "event_class", ",", "event_type", ",", "egy", ",", "cth", ")", ":", "irf", "=", "create_irf", "(", "event_class", ",", "event_type", ")", "irf", ".", "aeff", "(", ")", ".", "setPhiDependence", "(", "False", ")", "theta", "=", ...	26.46875	18.96875
def get_filters(self, dataset): """Get available filters from dataset you've selected""" filters = self.filters(dataset) filt_ = [ (k, v[0]) for k, v in filters.items()] return pd.DataFrame(filt_, columns=["Filter", "Description"])	[ "def", "get_filters", "(", "self", ",", "dataset", ")", ":", "filters", "=", "self", ".", "filters", "(", "dataset", ")", "filt_", "=", "[", "(", "k", ",", "v", "[", "0", "]", ")", "for", "k", ",", "v", "in", "filters", ".", "items", "(", ")", ...	51.8	11
def emit(self, record): """Save a logging.LogRecord to our test record. Logs carry useful metadata such as the logger name and level information. We capture this in a structured format in the test record to enable filtering by client applications. Args: record: A logging.LogRecord to record....	[ "def", "emit", "(", "self", ",", "record", ")", ":", "try", ":", "message", "=", "self", ".", "format", "(", "record", ")", "log_record", "=", "LogRecord", "(", "record", ".", "levelno", ",", "record", ".", "name", ",", "os", ".", "path", ".", "bas...	34.6	19.2
def prepend(self, _, child, name=None): """Adds childs to this tag, starting from the first position.""" self._insert(child, prepend=True, name=name) return self	[ "def", "prepend", "(", "self", ",", "_", ",", "child", ",", "name", "=", "None", ")", ":", "self", ".", "_insert", "(", "child", ",", "prepend", "=", "True", ",", "name", "=", "name", ")", "return", "self" ]	45.5	8.5
def _decorate(flush=True, attempts=1, only_authenticate=False): """ Wraps the given function such that conn.login() or conn.authenticate() is executed. Doing the real work for autologin and autoauthenticate to minimize code duplication. :type flush: bool :param flush: Whether to flush the ...	[ "def", "_decorate", "(", "flush", "=", "True", ",", "attempts", "=", "1", ",", "only_authenticate", "=", "False", ")", ":", "def", "decorator", "(", "function", ")", ":", "def", "decorated", "(", "job", ",", "host", ",", "conn", ",", "*", "args", ","...	35.771429	16.285714
def periodogram_auto(self, oversampling=5, nyquist_factor=3, return_periods=True): """Compute the periodogram on an automatically-determined grid This function uses heuristic arguments to choose a suitable frequency grid for the data. Note that depending on the data win...	[ "def", "periodogram_auto", "(", "self", ",", "oversampling", "=", "5", ",", "nyquist_factor", "=", "3", ",", "return_periods", "=", "True", ")", ":", "N", "=", "len", "(", "self", ".", "t", ")", "T", "=", "np", ".", "max", "(", "self", ".", "t", ...	36.852941	19.117647
def _iq_request_coro_done_send_reply(self, request, task): """ Called when an IQ request handler coroutine returns. `request` holds the IQ request which triggered the excecution of the coroutine and `task` is the :class:`asyncio.Task` which tracks the running coroutine. Compose ...	[ "def", "_iq_request_coro_done_send_reply", "(", "self", ",", "request", ",", "task", ")", ":", "try", ":", "payload", "=", "task", ".", "result", "(", ")", "except", "errors", ".", "XMPPError", "as", "err", ":", "self", ".", "_send_iq_reply", "(", "request...	41.222222	17.888889
def update(self, storagemodel:object, modeldefinition = None, hide = 0) -> StorageQueueModel: """ update the message in queue """ if (storagemodel.id != '') and (storagemodel.pop_receipt != '') and (not storagemodel.id is None) and (not storagemodel.pop_receipt is None): try: ...	[ "def", "update", "(", "self", ",", "storagemodel", ":", "object", ",", "modeldefinition", "=", "None", ",", "hide", "=", "0", ")", "->", "StorageQueueModel", ":", "if", "(", "storagemodel", ".", "id", "!=", "''", ")", "and", "(", "storagemodel", ".", "...	60.75	41
def _validate_depedencies(batches): """Validates the transaction dependencies for the transactions contained within the sequence of batches. Given that all the batches are expected to to be executed for the genesis blocks, it is assumed that any dependent transaction will proceed the depending transacti...	[ "def", "_validate_depedencies", "(", "batches", ")", ":", "transaction_ids", "=", "set", "(", ")", "for", "batch", "in", "batches", ":", "for", "txn", "in", "batch", ".", "transactions", ":", "txn_header", "=", "TransactionHeader", "(", ")", "txn_header", "....	41.73913	14.478261
def _pkg(jail=None, chroot=None, root=None): ''' Returns the prefix for a pkg command, using -j if a jail is specified, or -c if chroot is specified. ''' ret = ['pkg'] if jail: ret.extend(['-j', jail]) elif chroot: ret.extend(['-c', chroot]) elif root: ret.extend(...	[ "def", "_pkg", "(", "jail", "=", "None", ",", "chroot", "=", "None", ",", "root", "=", "None", ")", ":", "ret", "=", "[", "'pkg'", "]", "if", "jail", ":", "ret", ".", "extend", "(", "[", "'-j'", ",", "jail", "]", ")", "elif", "chroot", ":", "...	25.846154	20.461538
def is_number_type_geographical(num_type, country_code): """Tests whether a phone number has a geographical association, as represented by its type and the country it belongs to. This version of isNumberGeographical exists since calculating the phone number type is expensive; if we have already done th...	[ "def", "is_number_type_geographical", "(", "num_type", ",", "country_code", ")", ":", "return", "(", "num_type", "==", "PhoneNumberType", ".", "FIXED_LINE", "or", "num_type", "==", "PhoneNumberType", ".", "FIXED_LINE_OR_MOBILE", "or", "(", "(", "country_code", "in",...	48.25	19.416667
def sheetDeleteEmpty(bookName=None): """Delete all sheets which contain no data""" if bookName is None: bookName = activeBook() if not bookName.lower() in [x.lower() for x in bookNames()]: print("can't clean up a book that doesn't exist:",bookName) return poBook=PyOrigin.Workshee...	[ "def", "sheetDeleteEmpty", "(", "bookName", "=", "None", ")", ":", "if", "bookName", "is", "None", ":", "bookName", "=", "activeBook", "(", ")", "if", "not", "bookName", ".", "lower", "(", ")", "in", "[", "x", ".", "lower", "(", ")", "for", "x", "i...	43.375	13.8125

def remove_job_resolver(self, job_resolver): """Remove job_resolver from the list of job resolvers. Keyword arguments: job_resolver -- Function reference of the job resolver to be removed. """ for i, r in enumerate(self.job_resolvers()): if job_resolver == r: ...

[ "def", "remove_job_resolver", "(", "self", ",", "job_resolver", ")", ":", "for", "i", ",", "r", "in", "enumerate", "(", "self", ".", "job_resolvers", "(", ")", ")", ":", "if", "job_resolver", "==", "r", ":", "del", "self", ".", "_job_resolvers", "[", "...

38.555556

12.888889

def sum(self, array, role = None): """ Return the sum of ``array`` for the members of the entity. ``array`` must have the dimension of the number of persons in the simulation If ``role`` is provided, only the entity member with the given role are taken into account. ...

[ "def", "sum", "(", "self", ",", "array", ",", "role", "=", "None", ")", ":", "self", ".", "entity", ".", "check_role_validity", "(", "role", ")", "self", ".", "members", ".", "check_array_compatible_with_entity", "(", "array", ")", "if", "role", "is", "n...

39.125

22.125

def assign_properties(thing): """Assign properties to an object. When creating something via a post request (e.g. a node), you can pass the properties of the object in the request. This function gets those values from the request and fills in the relevant columns of the table. """ for p in rang...

[ "def", "assign_properties", "(", "thing", ")", ":", "for", "p", "in", "range", "(", "5", ")", ":", "property_name", "=", "\"property\"", "+", "str", "(", "p", "+", "1", ")", "property", "=", "request_parameter", "(", "parameter", "=", "property_name", ",...

38

21.785714

def get_object(self): """ Get the object we are working with. Makes sure get_queryset is called even when in add mode. """ if not self.force_add and self.kwargs.get(self.slug_url_kwarg, None): return super(FormView, self).get_object() else: self.q...

[ "def", "get_object", "(", "self", ")", ":", "if", "not", "self", ".", "force_add", "and", "self", ".", "kwargs", ".", "get", "(", "self", ".", "slug_url_kwarg", ",", "None", ")", ":", "return", "super", "(", "FormView", ",", "self", ")", ".", "get_ob...

29.916667

19.25

def _load_recursive(self, shape, gen): """Recursively create a multidimensional array (as lists of lists) from a bit generator. """ if len(shape) > 0: ans = [] for i in range(shape[0]): ans.append(self._load_recursive(shape[1:], gen)) else:...

[ "def", "_load_recursive", "(", "self", ",", "shape", ",", "gen", ")", ":", "if", "len", "(", "shape", ")", ">", "0", ":", "ans", "=", "[", "]", "for", "i", "in", "range", "(", "shape", "[", "0", "]", ")", ":", "ans", ".", "append", "(", "self...

38.205128

12.282051

def _blocks_to_samples(sig_data, n_samp, fmt): """ Convert uint8 blocks into signal samples for unaligned dat formats. Parameters ---------- sig_data : numpy array The uint8 data blocks. n_samp : int The number of samples contained in the bytes Returns ------- signa...

[ "def", "_blocks_to_samples", "(", "sig_data", ",", "n_samp", ",", "fmt", ")", ":", "if", "fmt", "==", "'212'", ":", "# Easier to process when dealing with whole blocks", "if", "n_samp", "%", "2", ":", "n_samp", "+=", "1", "added_samps", "=", "1", "sig_data", "...

38.480769

24.75

def activities(self, limit=1, event=None): """Return device activity information.""" activities = self._activities or [] # Filter our activity array if requested if event: activities = list( filter( lambda activity: act...

[ "def", "activities", "(", "self", ",", "limit", "=", "1", ",", "event", "=", "None", ")", ":", "activities", "=", "self", ".", "_activities", "or", "[", "]", "# Filter our activity array if requested", "if", "event", ":", "activities", "=", "list", "(", "f...

32.461538

13.923077

def set_tab(self, widget, switch=False, title=None): """Add or modify a tab. If widget is not a tab, it will be added. If switch is True, switch to this tab. If title is given, set the tab's title. """ if widget not in self._widgets: self._widgets.append(widget) ...

[ "def", "set_tab", "(", "self", ",", "widget", ",", "switch", "=", "False", ",", "title", "=", "None", ")", ":", "if", "widget", "not", "in", "self", ".", "_widgets", ":", "self", ".", "_widgets", ".", "append", "(", "widget", ")", "self", ".", "_wi...

36.857143

13.714286

def handle_message(self, client_conn, msg): """Handle messages of all types from clients. Parameters ---------- client_conn : ClientConnection object The client connection the message was from. msg : Message object The message to process. """ ...

[ "def", "handle_message", "(", "self", ",", "client_conn", ",", "msg", ")", ":", "# log messages received so that no one else has to", "self", ".", "_logger", ".", "debug", "(", "'received: {0!s}'", ".", "format", "(", "msg", ")", ")", "if", "msg", ".", "mtype", ...

37.125

16.958333

def filter(self, *filt, **kwargs): """Filter this `TimeSeries` with an IIR or FIR filter Parameters ---------- *filt : filter arguments 1, 2, 3, or 4 arguments defining the filter to be applied, - an ``Nx1`` `~numpy.ndarray` of FIR coefficients ...

[ "def", "filter", "(", "self", ",", "*", "filt", ",", "*", "*", "kwargs", ")", ":", "# parse keyword arguments", "filtfilt", "=", "kwargs", ".", "pop", "(", "'filtfilt'", ",", "False", ")", "# parse filter", "form", ",", "filt", "=", "filter_design", ".", ...

34.031008

22.170543

def _lazy_load_units_by_code(): """Populate dict of units by code iff UNITS_BY_CODE is empty.""" if UNITS_BY_CODE: # already populated return for unit in units.UNITS_BY_NAME.values(): UNITS_BY_CODE[unit.code] = unit

[ "def", "_lazy_load_units_by_code", "(", ")", ":", "if", "UNITS_BY_CODE", ":", "# already populated", "return", "for", "unit", "in", "units", ".", "UNITS_BY_NAME", ".", "values", "(", ")", ":", "UNITS_BY_CODE", "[", "unit", ".", "code", "]", "=", "unit" ]

28.375

15.625

def assert_valid_path(path): """Checks if a path is a correct format that Marathon expects. Raises ValueError if not valid. :param str path: The app id. :rtype: str """ if path is None: return # As seen in: # https://github.com/mesosphere/marathon/blob/0c11661ca2f259f8a903d114ef790...

[ "def", "assert_valid_path", "(", "path", ")", ":", "if", "path", "is", "None", ":", "return", "# As seen in:", "# https://github.com/mesosphere/marathon/blob/0c11661ca2f259f8a903d114ef79023649a6f04b/src/main/scala/mesosphere/marathon/state/PathId.scala#L71", "for", "id", "in", "fil...

38.5625

26.25

def compile(self): """ Compile SQL and return 3-tuple ``(sql, params, keys)``. Example usage:: (sql, params, keys) = sc.compile() for row in cursor.execute(sql, params): record = dict(zip(keys, row)) """ params = self.column_params + sel...

[ "def", "compile", "(", "self", ")", ":", "params", "=", "self", ".", "column_params", "+", "self", ".", "join_params", "+", "self", ".", "params", "if", "self", ".", "limit", "and", "self", ".", "limit", ">=", "0", ":", "self", ".", "sql_limit", "=",...

30.875

15.375

def delete_user(self, user, group): """ Deletes user from group """ if not self.__contains__(group): raise GroupNotExists if not self.is_user_in(user, group): raise UserNotInAGroup self.new_groups.popvalue(group, user)

[ "def", "delete_user", "(", "self", ",", "user", ",", "group", ")", ":", "if", "not", "self", ".", "__contains__", "(", "group", ")", ":", "raise", "GroupNotExists", "if", "not", "self", ".", "is_user_in", "(", "user", ",", "group", ")", ":", "raise", ...

38.285714

4.142857

def readVersion(self): """ Read the document version. :: <designspace format="3"> """ ds = self.root.findall("[@format]")[0] raw_format = ds.attrib['format'] try: self.documentFormatVersion = int(raw_format) except ValueError: #...

[ "def", "readVersion", "(", "self", ")", ":", "ds", "=", "self", ".", "root", ".", "findall", "(", "\"[@format]\"", ")", "[", "0", "]", "raw_format", "=", "ds", ".", "attrib", "[", "'format'", "]", "try", ":", "self", ".", "documentFormatVersion", "=", ...

35.916667

14.166667

def _stringifyKeys(d): """ Return a copy of C{d} with C{str} keys. @type d: C{dict} with C{unicode} keys. @rtype: C{dict} with C{str} keys. """ return dict((k.encode('ascii'), v) for (k, v) in d.iteritems())

[ "def", "_stringifyKeys", "(", "d", ")", ":", "return", "dict", "(", "(", "k", ".", "encode", "(", "'ascii'", ")", ",", "v", ")", "for", "(", "k", ",", "v", ")", "in", "d", ".", "iteritems", "(", ")", ")" ]

28.25

11.75

def struct_from_value( cls, name, volume, channel_list=None, mute=False, device=None ): 'Same arguments as with class instance init.' chan_map = c.PA_CHANNEL_MAP() if not channel_list: c.pa.channel_map_init_mono(chan_map) else: if not is_str(channel_list): channel_list = b','.join(map(c.force_bytes, c...

[ "def", "struct_from_value", "(", "cls", ",", "name", ",", "volume", ",", "channel_list", "=", "None", ",", "mute", "=", "False", ",", "device", "=", "None", ")", ":", "chan_map", "=", "c", ".", "PA_CHANNEL_MAP", "(", ")", "if", "not", "channel_list", "...

41.4375

12.4375

def delete(self, name): """ Handle deletion race condition present in Django prior to 1.4 https://code.djangoproject.com/ticket/16108 """ try: super(StaticCompilerFileStorage, self).delete(name) except OSError, e: if e.errno != errno.ENOENT: ...

[ "def", "delete", "(", "self", ",", "name", ")", ":", "try", ":", "super", "(", "StaticCompilerFileStorage", ",", "self", ")", ".", "delete", "(", "name", ")", "except", "OSError", ",", "e", ":", "if", "e", ".", "errno", "!=", "errno", ".", "ENOENT", ...

32.6

14.2

def _process_organism_dbxref(self, limit): """ This is the mapping between the flybase organisms and external identifier "FBsp". We will want to use the NCBITaxon as the primary, if possible, but will default to a blank node/internal id if that is all that is available Bu...

[ "def", "_process_organism_dbxref", "(", "self", ",", "limit", ")", ":", "if", "self", ".", "test_mode", ":", "graph", "=", "self", ".", "testgraph", "else", ":", "graph", "=", "self", ".", "graph", "model", "=", "Model", "(", "graph", ")", "line_counter"...

37.732143

18.446429

def _longest_contig(self, contig_set, contig_lengths): '''Returns the name of the longest contig, from the set of names contig_set. contig_lengths is expected to be a dictionary of contig name => length.''' longest_name = None max_length = -1 for name in contig_set: ...

[ "def", "_longest_contig", "(", "self", ",", "contig_set", ",", "contig_lengths", ")", ":", "longest_name", "=", "None", "max_length", "=", "-", "1", "for", "name", "in", "contig_set", ":", "if", "contig_lengths", "[", "name", "]", ">", "max_length", ":", "...

44.5

15.666667

def get_tree_root(self): """ Returns the absolute root node of current tree structure.""" root = self while root.up is not None: root = root.up return root

[ "def", "get_tree_root", "(", "self", ")", ":", "root", "=", "self", "while", "root", ".", "up", "is", "not", "None", ":", "root", "=", "root", ".", "up", "return", "root" ]

32.333333

13

def tic(self): """Start collecting stats for current batch. Call before calling forward.""" if self.step % self.interval == 0: for exe in self.exes: for array in exe.arg_arrays: array.wait_to_read() for array in exe.aux_arrays: ...

[ "def", "tic", "(", "self", ")", ":", "if", "self", ".", "step", "%", "self", ".", "interval", "==", "0", ":", "for", "exe", "in", "self", ".", "exes", ":", "for", "array", "in", "exe", ".", "arg_arrays", ":", "array", ".", "wait_to_read", "(", ")...

35.833333

6.75

def implicitly_declare_ro(instructions: List[AbstractInstruction]): """ Implicitly declare a register named ``ro`` for backwards compatibility with Quil 1. There used to be one un-named hunk of classical memory. Now there are variables with declarations. Instead of:: MEASURE 0 [0] You mus...

[ "def", "implicitly_declare_ro", "(", "instructions", ":", "List", "[", "AbstractInstruction", "]", ")", ":", "ro_addrs", ":", "List", "[", "int", "]", "=", "[", "]", "for", "instr", "in", "instructions", ":", "if", "isinstance", "(", "instr", ",", "Declare...

38.925926

27.962963

def depth_december_average_ground_temperature(self, value=None): """Corresponds to IDD Field `depth_december_average_ground_temperature` Args: value (float): value for IDD Field `depth_december_average_ground_temperature` Unit: C if `value` is None it will no...

[ "def", "depth_december_average_ground_temperature", "(", "self", ",", "value", "=", "None", ")", ":", "if", "value", "is", "not", "None", ":", "try", ":", "value", "=", "float", "(", "value", ")", "except", "ValueError", ":", "raise", "ValueError", "(", "'...

38.090909

23.545455

def get_waveform_filter_precondition(approximant, length, delta_f): """Return the data preconditioning factor for this approximant. """ if approximant in _filter_preconditions: return _filter_preconditions[approximant](length, delta_f) else: return None

[ "def", "get_waveform_filter_precondition", "(", "approximant", ",", "length", ",", "delta_f", ")", ":", "if", "approximant", "in", "_filter_preconditions", ":", "return", "_filter_preconditions", "[", "approximant", "]", "(", "length", ",", "delta_f", ")", "else", ...

39.857143

15.571429

def send(sender_instance): """Send a transactional email using SendInBlue API. Site: https://www.sendinblue.com API: https://apidocs.sendinblue.com/ """ m = Mailin( "https://api.sendinblue.com/v2.0", sender_instance._kwargs.get("api_key") ) data = { "to": email_list_...

[ "def", "send", "(", "sender_instance", ")", ":", "m", "=", "Mailin", "(", "\"https://api.sendinblue.com/v2.0\"", ",", "sender_instance", ".", "_kwargs", ".", "get", "(", "\"api_key\"", ")", ")", "data", "=", "{", "\"to\"", ":", "email_list_to_email_dict", "(", ...

38.032258

16.935484

def setup_catalogs( portal, catalogs_definition={}, force_reindex=False, catalogs_extension={}, force_no_reindex=False): """ Setup the given catalogs. Redefines the map between content types and catalogs and then checks the indexes and metacolumns, if one index/column doesn't exist in th...

[ "def", "setup_catalogs", "(", "portal", ",", "catalogs_definition", "=", "{", "}", ",", "force_reindex", "=", "False", ",", "catalogs_extension", "=", "{", "}", ",", "force_no_reindex", "=", "False", ")", ":", "# If not given catalogs_definition, use the LIMS one", ...

40.466667

19.866667

def _bisect(value_and_gradients_function, initial_args, f_lim): """Actual implementation of bisect given initial_args in a _BracketResult.""" def _loop_cond(curr): # TODO(b/112524024): Also take into account max_iterations. return ~tf.reduce_all(input_tensor=curr.stopped) def _loop_body(curr): """Nar...

[ "def", "_bisect", "(", "value_and_gradients_function", ",", "initial_args", ",", "f_lim", ")", ":", "def", "_loop_cond", "(", "curr", ")", ":", "# TODO(b/112524024): Also take into account max_iterations.", "return", "~", "tf", ".", "reduce_all", "(", "input_tensor", ...

49.155556

25.177778

def incident_path(cls, project, incident): """Return a fully-qualified incident string.""" return google.api_core.path_template.expand( "projects/{project}/incidents/{incident}", project=project, incident=incident, )

[ "def", "incident_path", "(", "cls", ",", "project", ",", "incident", ")", ":", "return", "google", ".", "api_core", ".", "path_template", ".", "expand", "(", "\"projects/{project}/incidents/{incident}\"", ",", "project", "=", "project", ",", "incident", "=", "in...

38.571429

11.571429

def id_pools_vmac_ranges(self): """ Gets the IdPoolsRanges API Client for VMAC Ranges. Returns: IdPoolsRanges: """ if not self.__id_pools_vmac_ranges: self.__id_pools_vmac_ranges = IdPoolsRanges('vmac', self.__connection) return self.__id_pools_vm...

[ "def", "id_pools_vmac_ranges", "(", "self", ")", ":", "if", "not", "self", ".", "__id_pools_vmac_ranges", ":", "self", ".", "__id_pools_vmac_ranges", "=", "IdPoolsRanges", "(", "'vmac'", ",", "self", ".", "__connection", ")", "return", "self", ".", "__id_pools_v...

32

15.2

def ArcTan2(x: vertex_constructor_param_types, y: vertex_constructor_param_types, label: Optional[str]=None) -> Vertex: """ Calculates the signed angle, in radians, between the positive x-axis and a ray to the point (x, y) from the origin :param x: x coordinate :param y: y coordinate """ re...

[ "def", "ArcTan2", "(", "x", ":", "vertex_constructor_param_types", ",", "y", ":", "vertex_constructor_param_types", ",", "label", ":", "Optional", "[", "str", "]", "=", "None", ")", "->", "Vertex", ":", "return", "Double", "(", "context", ".", "jvm_view", "(...

52.125

36.375

def certify_list( value, certifier=None, min_len=None, max_len=None, required=True, schema=None, include_collections=False, ): """ Certifier for a list. :param list value: The array to be certified. :param func certifier: A function to be called on each value in the iterable to ...

[ "def", "certify_list", "(", "value", ",", "certifier", "=", "None", ",", "min_len", "=", "None", ",", "max_len", "=", "None", ",", "required", "=", "True", ",", "schema", "=", "None", ",", "include_collections", "=", "False", ",", ")", ":", "certify_bool...

34.833333

21.357143

def with_params(self, **kwargs): """Modify various execution parameters of a Pipeline before it runs. This method has no effect in test mode. Args: kwargs: Attributes to modify on this Pipeline instance before it has been executed. Returns: This Pipeline instance, for easy chainin...

[ "def", "with_params", "(", "self", ",", "*", "*", "kwargs", ")", ":", "if", "_TEST_MODE", ":", "logging", ".", "info", "(", "'Setting runtime parameters for %s#%s: %r'", ",", "self", ",", "self", ".", "pipeline_id", ",", "kwargs", ")", "return", "self", "if"...

31.551724

19.37931

def get_reversed_unification_program(angles, control_indices, target, controls, mode): """ Gets the Program representing the reversed circuit for the decomposition of the uniformly controlled rotations in a unification step. If :math:`n` is the number of control...

[ "def", "get_reversed_unification_program", "(", "angles", ",", "control_indices", ",", "target", ",", "controls", ",", "mode", ")", ":", "if", "mode", "==", "'phase'", ":", "gate", "=", "RZ", "elif", "mode", "==", "'magnitude'", ":", "gate", "=", "RY", "el...

43.295455

22.068182

def _new_stream(self, idx): '''Randomly select and create a new stream. Parameters ---------- idx : int, [0:n_streams - 1] The stream index to replace ''' # Don't activate the stream if the weight is 0 or None if self.stream_weights_[idx]: ...

[ "def", "_new_stream", "(", "self", ",", "idx", ")", ":", "# Don't activate the stream if the weight is 0 or None", "if", "self", ".", "stream_weights_", "[", "idx", "]", ":", "self", ".", "streams_", "[", "idx", "]", "=", "self", ".", "streamers", "[", "idx", ...

30.4375

16.4375

def get_unique_backends(): """Gets the unique backends that are available. Returns: list: Unique available backends. Raises: QiskitError: No backends available. """ backends = IBMQ.backends() unique_hardware_backends = [] unique_names = [] for back in backends: ...

[ "def", "get_unique_backends", "(", ")", ":", "backends", "=", "IBMQ", ".", "backends", "(", ")", "unique_hardware_backends", "=", "[", "]", "unique_names", "=", "[", "]", "for", "back", "in", "backends", ":", "if", "back", ".", "name", "(", ")", "not", ...

31.368421

14.736842

def do_exit(*args): ''' We have to override the exit because calling sys.exit will only actually exit the main thread, and as we're in a Xml-rpc server, that won't work. ''' try: import java.lang.System java.lang.System.exit(1) except ImportError: if len(args) =...

[ "def", "do_exit", "(", "*", "args", ")", ":", "try", ":", "import", "java", ".", "lang", ".", "System", "java", ".", "lang", ".", "System", ".", "exit", "(", "1", ")", "except", "ImportError", ":", "if", "len", "(", "args", ")", "==", "1", ":", ...

25.2

25.466667

def set_features(self): """"Merge all psms and peptides""" allpsms_str = readers.generate_psms_multiple_fractions_strings( self.mergefiles, self.ns) allpeps = preparation.merge_peptides(self.mergefiles, self.ns) self.features = {'psm': allpsms_str, 'peptide': allpeps}

[ "def", "set_features", "(", "self", ")", ":", "allpsms_str", "=", "readers", ".", "generate_psms_multiple_fractions_strings", "(", "self", ".", "mergefiles", ",", "self", ".", "ns", ")", "allpeps", "=", "preparation", ".", "merge_peptides", "(", "self", ".", "...

51.166667

17.5

def VEXTRACTF128(cpu, dest, src, offset): """Extract Packed Floating-Point Values Extracts 128-bits of packed floating-point values from the source operand (second operand) at an 128-bit offset from imm8[0] into the destination operand (first operand). The destination may be either an ...

[ "def", "VEXTRACTF128", "(", "cpu", ",", "dest", ",", "src", ",", "offset", ")", ":", "offset", "=", "offset", ".", "read", "(", ")", "dest", ".", "write", "(", "Operators", ".", "EXTRACT", "(", "src", ".", "read", "(", ")", ",", "offset", "*", "1...

48.8

21

def get_job_id_from_name(self, job_name): """Retrieve the first job ID matching the given name""" jobs = self._client.list_jobs(jobQueue=self._queue, jobStatus='RUNNING')['jobSummaryList'] matching_jobs = [job for job in jobs if job['jobName'] == job_name] if matching_jobs: r...

[ "def", "get_job_id_from_name", "(", "self", ",", "job_name", ")", ":", "jobs", "=", "self", ".", "_client", ".", "list_jobs", "(", "jobQueue", "=", "self", ".", "_queue", ",", "jobStatus", "=", "'RUNNING'", ")", "[", "'jobSummaryList'", "]", "matching_jobs",...

57.666667

18.833333

def insert_contribution_entries(database, entries): """Insert a set of records of a contribution report in the provided database. Insert a set of new records into the provided database without checking for conflicting entries. @param database: The MongoDB database to operate on. The contributions ...

[ "def", "insert_contribution_entries", "(", "database", ",", "entries", ")", ":", "entries", "=", "map", "(", "clean_entry", ",", "entries", ")", "database", ".", "contributions", ".", "insert", "(", "entries", ",", "continue_on_error", "=", "True", ")" ]

42.428571

17.714286

def create_event_study_tear_sheet(factor_data, prices=None, avgretplot=(5, 15), rate_of_ret=True, n_bars=50): """ Creates an event study tear sheet for analysis of a specific e...

[ "def", "create_event_study_tear_sheet", "(", "factor_data", ",", "prices", "=", "None", ",", "avgretplot", "=", "(", "5", ",", "15", ")", ",", "rate_of_ret", "=", "True", ",", "n_bars", "=", "50", ")", ":", "long_short", "=", "False", "plotting", ".", "p...

38.766355

20.82243

def update_display(cb, pool, params, plane, qwertz): """ Draws everything. :param cb: Cursebox instance. :type cb: cursebox.Cursebox :param params: Current application parameters. :type params: params.Params :param plane: Plane containing the current Mandelbrot values. :type plane: plan...

[ "def", "update_display", "(", "cb", ",", "pool", ",", "params", ",", "plane", ",", "qwertz", ")", ":", "cb", ".", "clear", "(", ")", "draw_panel", "(", "cb", ",", "pool", ",", "params", ",", "plane", ")", "update_position", "(", "params", ")", "# Upd...

30.882353

16.176471

def one(nodes, or_none=False): """ Assert that there is exactly one node in the give list, and return it. """ if not nodes and or_none: return None assert len( nodes) == 1, 'Expected 1 result. Received %d results.' % (len(nodes)) return nodes[0]

[ "def", "one", "(", "nodes", ",", "or_none", "=", "False", ")", ":", "if", "not", "nodes", "and", "or_none", ":", "return", "None", "assert", "len", "(", "nodes", ")", "==", "1", ",", "'Expected 1 result. Received %d results.'", "%", "(", "len", "(", "nod...

30.777778

17.666667

def invalidate(self, comparison: Comparison[Entity, Entity]) -> None: """ Invalidate paths in a zone. See https://api.cloudflare.com /#zone-purge-individual-files-by-url-and-cache-tags :param comparison: The comparison whose changes to invalidate. :raises requests.exceptions.Req...

[ "def", "invalidate", "(", "self", ",", "comparison", ":", "Comparison", "[", "Entity", ",", "Entity", "]", ")", "->", "None", ":", "@", "backoff", ".", "on_exception", "(", "backoff", ".", "expo", ",", "requests", ".", "exceptions", ".", "RequestException"...

47.440678

19.881356

def as_numpy(dataset, graph=None): """Converts a `tf.data.Dataset` to an iterable of NumPy arrays. `as_numpy` converts a possibly nested structure of `tf.data.Dataset`s and `tf.Tensor`s to iterables of NumPy arrays and NumPy arrays, respectively. Args: dataset: a possibly nested structure of `tf.data.Data...

[ "def", "as_numpy", "(", "dataset", ",", "graph", "=", "None", ")", ":", "nested_ds", "=", "dataset", "del", "dataset", "# Flatten", "flat_ds", "=", "tf", ".", "nest", ".", "flatten", "(", "nested_ds", ")", "flat_np", "=", "[", "]", "# Type check for Tensor...

33.701493

22.925373

def get_single_child_from_xml(elem, tag): """ Get a single child tag from an XML element. Similar to "elem.find(tag)", but warns if there are multiple child tags with the given name. """ children = elem.findall(tag) if not children: return None if len(children) > 1: logging.w...

[ "def", "get_single_child_from_xml", "(", "elem", ",", "tag", ")", ":", "children", "=", "elem", ".", "findall", "(", "tag", ")", "if", "not", "children", ":", "return", "None", "if", "len", "(", "children", ")", ">", "1", ":", "logging", ".", "warning"...

38.615385

16.615385

def _make_summary_statistic(attr): """Factory for implementing summary statistics, eg, mean, stddev, mode.""" def _fn(self, **kwargs): """Implements summary statistic, eg, mean, stddev, mode.""" x = getattr(self.distribution, attr)(**kwargs) shape = prefer_static.concat([ self.distribution.batch...

[ "def", "_make_summary_statistic", "(", "attr", ")", ":", "def", "_fn", "(", "self", ",", "*", "*", "kwargs", ")", ":", "\"\"\"Implements summary statistic, eg, mean, stddev, mode.\"\"\"", "x", "=", "getattr", "(", "self", ".", "distribution", ",", "attr", ")", "...

40.789474

12

def package_name(self, PACKAGES_TXT): """Returns list with all the names of packages repository """ packages = [] for line in PACKAGES_TXT.splitlines(): if line.startswith("PACKAGE NAME:"): packages.append(split_package(line[14:].strip())[0]) return pa...

[ "def", "package_name", "(", "self", ",", "PACKAGES_TXT", ")", ":", "packages", "=", "[", "]", "for", "line", "in", "PACKAGES_TXT", ".", "splitlines", "(", ")", ":", "if", "line", ".", "startswith", "(", "\"PACKAGE NAME:\"", ")", ":", "packages", ".", "ap...

39.875

10.125

def get(self): """Get run list""" LOG.info('Returning all ansible runs') response = [] for run in self.backend_store.list_runs(): response.append(run_model.format_response(run)) return response

[ "def", "get", "(", "self", ")", ":", "LOG", ".", "info", "(", "'Returning all ansible runs'", ")", "response", "=", "[", "]", "for", "run", "in", "self", ".", "backend_store", ".", "list_runs", "(", ")", ":", "response", ".", "append", "(", "run_model", ...

34.142857

13.857143

def execute(self, string, max_tacts=None): """Execute algorithm (if max_times = None, there can be forever loop).""" self.init_tape(string) counter = 0 while True: self.execute_once() if self.state == self.TERM_STATE: break counter += ...

[ "def", "execute", "(", "self", ",", "string", ",", "max_tacts", "=", "None", ")", ":", "self", ".", "init_tape", "(", "string", ")", "counter", "=", "0", "while", "True", ":", "self", ".", "execute_once", "(", ")", "if", "self", ".", "state", "==", ...

33.642857

17.285714

def __find_node_by_rule(self, point, search_rule, cur_node): """! @brief Search node that satisfy to parameters in search rule. @details If node with specified parameters does not exist then None will be returned, otherwise required node will be returned. ...

[ "def", "__find_node_by_rule", "(", "self", ",", "point", ",", "search_rule", ",", "cur_node", ")", ":", "req_node", "=", "None", "if", "cur_node", "is", "None", ":", "cur_node", "=", "self", ".", "__root", "while", "cur_node", ":", "if", "cur_node", ".", ...

38.5

23.21875

def _filter_attribute(mcs, attribute_name, attribute_value): """ decides whether the given attribute should be excluded from tracing or not """ if attribute_name == '__module__': return True elif hasattr(attribute_value, '_trace_disable'): return True ...

[ "def", "_filter_attribute", "(", "mcs", ",", "attribute_name", ",", "attribute_value", ")", ":", "if", "attribute_name", "==", "'__module__'", ":", "return", "True", "elif", "hasattr", "(", "attribute_value", ",", "'_trace_disable'", ")", ":", "return", "True", ...

36.444444

14.888889

def send(self, data): """ Sending data back to client :return: """ data = data.decode().replace("\n", "\r\n") self.writer.write(data.encode())

[ "def", "send", "(", "self", ",", "data", ")", ":", "data", "=", "data", ".", "decode", "(", ")", ".", "replace", "(", "\"\\n\"", ",", "\"\\r\\n\"", ")", "self", ".", "writer", ".", "write", "(", "data", ".", "encode", "(", ")", ")" ]

26.285714

8.285714

def calc_A(Ys): '''Return the matrix A from a list of Y vectors.''' return sum(np.dot(np.reshape(Y, (3,1)), np.reshape(Y, (1, 3))) for Y in Ys)

[ "def", "calc_A", "(", "Ys", ")", ":", "return", "sum", "(", "np", ".", "dot", "(", "np", ".", "reshape", "(", "Y", ",", "(", "3", ",", "1", ")", ")", ",", "np", ".", "reshape", "(", "Y", ",", "(", "1", ",", "3", ")", ")", ")", "for", "Y...

40

20.5

def poke(self, context): """ Pokes for a mail attachment on the mail server. :param context: The context that is being provided when poking. :type context: dict :return: True if attachment with the given name is present and False if not. :rtype: bool """ ...

[ "def", "poke", "(", "self", ",", "context", ")", ":", "self", ".", "log", ".", "info", "(", "'Poking for %s'", ",", "self", ".", "attachment_name", ")", "with", "ImapHook", "(", "imap_conn_id", "=", "self", ".", "conn_id", ")", "as", "imap_hook", ":", ...

36.352941

18.117647

def weighted_choice(self, probabilities, key): """Makes a weighted choice between several options. Probabilities is a list of 2-tuples, (probability, option). The probabilties don't need to add up to anything, they are automatically scaled.""" total = sum(x[0] for x in probabil...

[ "def", "weighted_choice", "(", "self", ",", "probabilities", ",", "key", ")", ":", "total", "=", "sum", "(", "x", "[", "0", "]", "for", "x", "in", "probabilities", ")", "choice", "=", "total", "*", "self", ".", "_random", "(", "key", ")", "for", "p...

35.642857

17.428571

def setDefaultIREncoding(encoding): ''' setDefaultIREncoding - Sets the default encoding used by IndexedRedis. This will be the default encoding used for field data. You can override this on a per-field basis by using an IRField (such as IRUnicodeField or IRRawField) @param encoding - An encoding (like ut...

[ "def", "setDefaultIREncoding", "(", "encoding", ")", ":", "try", ":", "b''", ".", "decode", "(", "encoding", ")", "except", ":", "raise", "ValueError", "(", "'setDefaultIREncoding was provided an invalid codec. Got (encoding=\"%s\")'", "%", "(", "str", "(", "encoding"...

34.866667

30.6

def generate_session_token(refresh_token, verbose): """ Generates new session token from the given refresh token. :param refresh_token: refresh token to generate from :param verbose: whether expiration time should be added to output """ platform = _get_platform(authenticated=False) session_...

[ "def", "generate_session_token", "(", "refresh_token", ",", "verbose", ")", ":", "platform", "=", "_get_platform", "(", "authenticated", "=", "False", ")", "session_token", ",", "expires_in", "=", "platform", ".", "generate_session_token", "(", "refresh_token", ")",...

38.5

23.642857

def is_fresh(self): # type: () -> bool """ Checks whether the lock file is still up to date with the current hash. """ lock = self._lock.read() metadata = lock.get("metadata", {}) if "content-hash" in metadata: return self._content_hash == lock["metadata"]["...

[ "def", "is_fresh", "(", "self", ")", ":", "# type: () -> bool", "lock", "=", "self", ".", "_lock", ".", "read", "(", ")", "metadata", "=", "lock", ".", "get", "(", "\"metadata\"", ",", "{", "}", ")", "if", "\"content-hash\"", "in", "metadata", ":", "re...

31.454545

16.909091

def julian_day(t: date) -> int: """Convert a Python datetime to a Julian day""" # Compute the number of days from January 1, 2000 to date t dt = t - julian_base_date # Add the julian base number to the number of days from the julian base date to date t return julian_base_number + dt.days

[ "def", "julian_day", "(", "t", ":", "date", ")", "->", "int", ":", "# Compute the number of days from January 1, 2000 to date t", "dt", "=", "t", "-", "julian_base_date", "# Add the julian base number to the number of days from the julian base date to date t", "return", "julian_b...

50.5

15.666667

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

[ "def", "deltas", "(", "self", ")", ":", "# FIXME: instead of raising ValueError when the", "# offsetvector is empty this should return an empty", "# dictionary. the inverse, .fromdeltas() accepts", "# empty dictionaries", "# NOTE: the arithmetic used to construct the offsets", "# *must* mat...

35.948718

18.615385

def validate_state(self, model, context=None): """ Validate model state Run state validators and return and result object. :param model: object or dict :param context: object, dict or None :return: shiftschema.result.Result """ result = Result() f...

[ "def", "validate_state", "(", "self", ",", "model", ",", "context", "=", "None", ")", ":", "result", "=", "Result", "(", ")", "for", "state_validator", "in", "self", ".", "state", ":", "error", "=", "state_validator", ".", "run", "(", "value", "=", "mo...

30.105263

10.842105

def _unpack_header(self, data): """ Unpacks the header of given byte string. """ return struct.unpack(self._struct_header, data[:self._struct_header_size])

[ "def", "_unpack_header", "(", "self", ",", "data", ")", ":", "return", "struct", ".", "unpack", "(", "self", ".", "_struct_header", ",", "data", "[", ":", "self", ".", "_struct_header_size", "]", ")" ]

35.166667

7.833333

def map_entity(self, entity: dal.AssetClass): """ maps data from entity -> object """ obj = model.AssetClass() obj.id = entity.id obj.parent_id = entity.parentid obj.name = entity.name obj.allocation = entity.allocation obj.sort_order = entity.sortorder #...

[ "def", "map_entity", "(", "self", ",", "entity", ":", "dal", ".", "AssetClass", ")", ":", "obj", "=", "model", ".", "AssetClass", "(", ")", "obj", ".", "id", "=", "entity", ".", "id", "obj", ".", "parent_id", "=", "entity", ".", "parentid", "obj", ...

29.2

12.333333

def get_gatk_version(self): """Retrieve GATK version, handling locally and config cached versions. Calling version can be expensive due to all the startup and shutdown of JVMs, so we prefer cached version information. """ if self._gatk_version is None: self._set_defau...

[ "def", "get_gatk_version", "(", "self", ")", ":", "if", "self", ".", "_gatk_version", "is", "None", ":", "self", ".", "_set_default_versions", "(", "self", ".", "_config", ")", "if", "\"gatk4\"", "not", "in", "dd", ".", "get_tools_off", "(", "{", "\"config...

47.304348

17.521739

def is_same_dict(d1, d2): """Test two dictionary is equal on values. (ignore order) """ for k, v in d1.items(): if isinstance(v, dict): is_same_dict(v, d2[k]) else: assert d1[k] == d2[k] for k, v in d2.items(): if isinstance(v, dict): is_same_...

[ "def", "is_same_dict", "(", "d1", ",", "d2", ")", ":", "for", "k", ",", "v", "in", "d1", ".", "items", "(", ")", ":", "if", "isinstance", "(", "v", ",", "dict", ")", ":", "is_same_dict", "(", "v", ",", "d2", "[", "k", "]", ")", "else", ":", ...

26.357143

12.785714

def _list_of_dicts_to_column_headers(list_of_dicts): """ Detects if all entries in an list of ``dict``'s have identical keys. Returns the keys if all keys are the same and ``None`` otherwise. Parameters ---------- list_of_dicts : list List of dictionaries to ...

[ "def", "_list_of_dicts_to_column_headers", "(", "list_of_dicts", ")", ":", "if", "len", "(", "list_of_dicts", ")", "<", "2", "or", "not", "all", "(", "isinstance", "(", "item", ",", "dict", ")", "for", "item", "in", "list_of_dicts", ")", ":", "return", "No...

35.958333

26.041667

def GetEntries(self, parser_mediator, match=None, **unused_kwargs): """Extracts relevant user timestamp entries. Args: parser_mediator (ParserMediator): mediates interactions between parsers and other components, such as storage and dfvfs. match (Optional[dict[str: object]]): keys extract...

[ "def", "GetEntries", "(", "self", ",", "parser_mediator", ",", "match", "=", "None", ",", "*", "*", "unused_kwargs", ")", ":", "if", "'name'", "not", "in", "match", "or", "'uid'", "not", "in", "match", ":", "return", "account", "=", "match", "[", "'nam...

42.823077

21.661538

def to_type(self, dtype: type, *cols, **kwargs): """ Convert colums values to a given type in the main dataframe :param dtype: a type to convert to: ex: ``str`` :type dtype: type :param \*cols: names of the colums :type \*cols: str, at least one :param \...

[ "def", "to_type", "(", "self", ",", "dtype", ":", "type", ",", "*", "cols", ",", "*", "*", "kwargs", ")", ":", "try", ":", "allcols", "=", "self", ".", "df", ".", "columns", ".", "values", "for", "col", "in", "cols", ":", "if", "col", "not", "i...

34.913043

13.608696

def key_file_private(self): '''str: path to the private key used by Ansible to connect to virtual machines (by default looks for a file with name :attr:`key_name <tmdeploy.config.CloudSection.key_name>` in ``~/.ssh`` directory) ''' if not hasattr(self, '_key_file_private'...

[ "def", "key_file_private", "(", "self", ")", ":", "if", "not", "hasattr", "(", "self", ",", "'_key_file_private'", ")", ":", "self", ".", "key_file_private", "=", "'~/.ssh/{key}'", ".", "format", "(", "key", "=", "self", ".", "key_name", ")", "return", "se...

47.666667

22.555556

def read_memory_block8(self, addr, size): """ read a block of unaligned bytes in memory. Returns an array of byte values """ data = self.ap.read_memory_block8(addr, size) return self.bp_manager.filter_memory_unaligned_8(addr, size, data)

[ "def", "read_memory_block8", "(", "self", ",", "addr", ",", "size", ")", ":", "data", "=", "self", ".", "ap", ".", "read_memory_block8", "(", "addr", ",", "size", ")", "return", "self", ".", "bp_manager", ".", "filter_memory_unaligned_8", "(", "addr", ",",...

39.857143

10.714286

def encrypt(self, key): """This method encrypts and signs the state to make it unreadable by the server, since it contains information that would allow faking proof of storage. :param key: the key to encrypt and sign with """ if (self.encrypted): return ...

[ "def", "encrypt", "(", "self", ",", "key", ")", ":", "if", "(", "self", ".", "encrypted", ")", ":", "return", "# encrypt", "self", ".", "iv", "=", "Random", ".", "new", "(", ")", ".", "read", "(", "AES", ".", "block_size", ")", "aes", "=", "AES",...

35.294118

14.647059

def get_aspect(self, xspan, yspan): """ Computes the aspect ratio of the plot """ if isinstance(self.aspect, (int, float)): return self.aspect elif self.aspect == 'square': return 1 elif self.aspect == 'equal': return xspan/yspan ...

[ "def", "get_aspect", "(", "self", ",", "xspan", ",", "yspan", ")", ":", "if", "isinstance", "(", "self", ".", "aspect", ",", "(", "int", ",", "float", ")", ")", ":", "return", "self", ".", "aspect", "elif", "self", ".", "aspect", "==", "'square'", ...

29.090909

8.181818

def mail_setup(path): """ Set the variables to be able to send emails. :param path: path to the config file """ global dest_mails global smtp_server global smtp_port global src_server config = configparser.RawConfigParser() config.readfp(path) dest_mails = config.get('mail',...

[ "def", "mail_setup", "(", "path", ")", ":", "global", "dest_mails", "global", "smtp_server", "global", "smtp_port", "global", "src_server", "config", "=", "configparser", ".", "RawConfigParser", "(", ")", "config", ".", "readfp", "(", "path", ")", "dest_mails", ...

29.9375

13.0625

def histogram(self, stat, value, tags=None): """Report a histogram.""" self._log('histogram', stat, value, tags)

[ "def", "histogram", "(", "self", ",", "stat", ",", "value", ",", "tags", "=", "None", ")", ":", "self", ".", "_log", "(", "'histogram'", ",", "stat", ",", "value", ",", "tags", ")" ]

42

4.333333

def empty_wav(wav_path: Union[Path, str]) -> bool: """Check if a wav contains data""" with wave.open(str(wav_path), 'rb') as wav_f: return wav_f.getnframes() == 0

[ "def", "empty_wav", "(", "wav_path", ":", "Union", "[", "Path", ",", "str", "]", ")", "->", "bool", ":", "with", "wave", ".", "open", "(", "str", "(", "wav_path", ")", ",", "'rb'", ")", "as", "wav_f", ":", "return", "wav_f", ".", "getnframes", "(",...

43.75

5.25

def jsonify(py_data, default=None, indent=4, sort_keys=True): """ Converts the inputted Python data to JSON format. :param py_data | <variant> """ return json.dumps(py_data, default=py2json, indent=indent, sort_keys=sort_keys)

[ "def", "jsonify", "(", "py_data", ",", "default", "=", "None", ",", "indent", "=", "4", ",", "sort_keys", "=", "True", ")", ":", "return", "json", ".", "dumps", "(", "py_data", ",", "default", "=", "py2json", ",", "indent", "=", "indent", ",", "sort_...

35.714286

16.857143

def or_(cls, obj, **kwargs): """Query an object :param obj: object to test :param kwargs: query specified in kwargssql :return: `True` if at leat one `kwargs` expression is `True`, `False` otherwise. :rtype: bool """ return cls.__e...

[ "def", "or_", "(", "cls", ",", "obj", ",", "*", "*", "kwargs", ")", ":", "return", "cls", ".", "__eval_seqexp", "(", "obj", ",", "operator", ".", "or_", ",", "*", "*", "kwargs", ")" ]

24.714286

19.928571

def call(cmd, input=None, assert_zero_exit_status=True, warn_on_non_zero_exist_status=False, **kwargs): """ :rtype: SubprocessResult Raises OSError if command was not found Returns non-zero result in result.ret if subprocess terminated with non-zero exist status. """ if (not kwargs.get('shell'...

[ "def", "call", "(", "cmd", ",", "input", "=", "None", ",", "assert_zero_exit_status", "=", "True", ",", "warn_on_non_zero_exist_status", "=", "False", ",", "*", "*", "kwargs", ")", ":", "if", "(", "not", "kwargs", ".", "get", "(", "'shell'", ")", ")", ...

39

24.666667

def _check_function(self): ''' make some basic checks on the function to make sure it is valid''' # note, callable is valid for Python 2 and Python 3.2 onwards but # not inbetween if not callable(self._function): raise RuntimeError( "provided function '{0}' is...

[ "def", "_check_function", "(", "self", ")", ":", "# note, callable is valid for Python 2 and Python 3.2 onwards but", "# not inbetween", "if", "not", "callable", "(", "self", ".", "_function", ")", ":", "raise", "RuntimeError", "(", "\"provided function '{0}' is not callable\...

44.866667

13.533333

def start(self, *args): """ Start a nested log. """ if self._is_verbose: # verbose log has no start method return self self.writeln('start', *args) self._indent += 1 return self

[ "def", "start", "(", "self", ",", "*", "args", ")", ":", "if", "self", ".", "_is_verbose", ":", "# verbose log has no start method", "return", "self", "self", ".", "writeln", "(", "'start'", ",", "*", "args", ")", "self", ".", "_indent", "+=", "1", "retu...

20.666667

15.333333

def pairwise(iterable: Iterable[X]) -> Iterable[Tuple[X, X]]: """Iterate over pairs in list s -> (s0,s1), (s1,s2), (s2, s3), ...""" a, b = itt.tee(iterable) next(b, None) return zip(a, b)

[ "def", "pairwise", "(", "iterable", ":", "Iterable", "[", "X", "]", ")", "->", "Iterable", "[", "Tuple", "[", "X", ",", "X", "]", "]", ":", "a", ",", "b", "=", "itt", ".", "tee", "(", "iterable", ")", "next", "(", "b", ",", "None", ")", "retu...

39.8

15.2

def signed_session(self, session=None): # type: (Optional[requests.Session]) -> requests.Session """Create requests session with ApiKey. If a session object is provided, configure it directly. Otherwise, create a new session and return it. :param session: The session to configu...

[ "def", "signed_session", "(", "self", ",", "session", "=", "None", ")", ":", "# type: (Optional[requests.Session]) -> requests.Session", "session", "=", "super", "(", "ApiKeyCredentials", ",", "self", ")", ".", "signed_session", "(", "session", ")", "session", ".", ...

45.263158

20.736842

def _MakeConnection(self, database=""): """Repeat connection attempts to server until we get a valid connection.""" first_attempt_time = time.time() wait_time = config.CONFIG["Mysql.max_connect_wait"] while wait_time == 0 or time.time() - first_attempt_time < wait_time: try: connection_arg...

[ "def", "_MakeConnection", "(", "self", ",", "database", "=", "\"\"", ")", ":", "first_attempt_time", "=", "time", ".", "time", "(", ")", "wait_time", "=", "config", ".", "CONFIG", "[", "\"Mysql.max_connect_wait\"", "]", "while", "wait_time", "==", "0", "or",...

36.325581

18.302326

def WriteFlowResponses(self, responses): """Writes FlowMessages and updates corresponding requests.""" if not responses: return for batch in collection.Batch(responses, self._WRITE_ROWS_BATCH_SIZE): self._WriteFlowResponsesAndExpectedUpdates(batch) completed_requests = self._UpdateRequ...

[ "def", "WriteFlowResponses", "(", "self", ",", "responses", ")", ":", "if", "not", "responses", ":", "return", "for", "batch", "in", "collection", ".", "Batch", "(", "responses", ",", "self", ".", "_WRITE_ROWS_BATCH_SIZE", ")", ":", "self", ".", "_WriteFlowR...

30.214286

25.428571

def copy(self): """Create a copy. Examples: This example copies constraint :math:`a \\ne b` and tests a solution on the copied constraint. >>> import dwavebinarycsp >>> import operator >>> const = dwavebinarycsp.Constraint.from_func(operator....

[ "def", "copy", "(", "self", ")", ":", "# each object is itself immutable (except the function)", "return", "self", ".", "__class__", "(", "self", ".", "func", ",", "self", ".", "configurations", ",", "self", ".", "variables", ",", "self", ".", "vartype", ",", ...

34.6

20.9

def __start_connection(self, context, node, ccallbacks=None): """Start a new connection, and manage it from a new greenlet.""" _logger.debug("Creating connection object: CONTEXT=[%s] NODE=[%s]", context, node) c = nsq.connection.Connection( context, ...

[ "def", "__start_connection", "(", "self", ",", "context", ",", "node", ",", "ccallbacks", "=", "None", ")", ":", "_logger", ".", "debug", "(", "\"Creating connection object: CONTEXT=[%s] NODE=[%s]\"", ",", "context", ",", "node", ")", "c", "=", "nsq", ".", "co...

33.484848

21.545455

def create_aeff(event_class, event_type, egy, cth): """Create an array of effective areas versus energy and incidence angle. Binning in energy and incidence angle is controlled with the egy and cth input parameters. Parameters ---------- event_class : str Event class string (e.g. P8R2_...

[ "def", "create_aeff", "(", "event_class", ",", "event_type", ",", "egy", ",", "cth", ")", ":", "irf", "=", "create_irf", "(", "event_class", ",", "event_type", ")", "irf", ".", "aeff", "(", ")", ".", "setPhiDependence", "(", "False", ")", "theta", "=", ...

26.46875

18.96875

def get_filters(self, dataset): """Get available filters from dataset you've selected""" filters = self.filters(dataset) filt_ = [ (k, v[0]) for k, v in filters.items()] return pd.DataFrame(filt_, columns=["Filter", "Description"])

[ "def", "get_filters", "(", "self", ",", "dataset", ")", ":", "filters", "=", "self", ".", "filters", "(", "dataset", ")", "filt_", "=", "[", "(", "k", ",", "v", "[", "0", "]", ")", "for", "k", ",", "v", "in", "filters", ".", "items", "(", ")", ...

51.8

11

def emit(self, record): """Save a logging.LogRecord to our test record. Logs carry useful metadata such as the logger name and level information. We capture this in a structured format in the test record to enable filtering by client applications. Args: record: A logging.LogRecord to record....

[ "def", "emit", "(", "self", ",", "record", ")", ":", "try", ":", "message", "=", "self", ".", "format", "(", "record", ")", "log_record", "=", "LogRecord", "(", "record", ".", "levelno", ",", "record", ".", "name", ",", "os", ".", "path", ".", "bas...

34.6

19.2

def prepend(self, _, child, name=None): """Adds childs to this tag, starting from the first position.""" self._insert(child, prepend=True, name=name) return self

[ "def", "prepend", "(", "self", ",", "_", ",", "child", ",", "name", "=", "None", ")", ":", "self", ".", "_insert", "(", "child", ",", "prepend", "=", "True", ",", "name", "=", "name", ")", "return", "self" ]

45.5

8.5

def _decorate(flush=True, attempts=1, only_authenticate=False): """ Wraps the given function such that conn.login() or conn.authenticate() is executed. Doing the real work for autologin and autoauthenticate to minimize code duplication. :type flush: bool :param flush: Whether to flush the ...

[ "def", "_decorate", "(", "flush", "=", "True", ",", "attempts", "=", "1", ",", "only_authenticate", "=", "False", ")", ":", "def", "decorator", "(", "function", ")", ":", "def", "decorated", "(", "job", ",", "host", ",", "conn", ",", "*", "args", ","...

35.771429

16.285714

def periodogram_auto(self, oversampling=5, nyquist_factor=3, return_periods=True): """Compute the periodogram on an automatically-determined grid This function uses heuristic arguments to choose a suitable frequency grid for the data. Note that depending on the data win...

[ "def", "periodogram_auto", "(", "self", ",", "oversampling", "=", "5", ",", "nyquist_factor", "=", "3", ",", "return_periods", "=", "True", ")", ":", "N", "=", "len", "(", "self", ".", "t", ")", "T", "=", "np", ".", "max", "(", "self", ".", "t", ...

36.852941

19.117647

def _iq_request_coro_done_send_reply(self, request, task): """ Called when an IQ request handler coroutine returns. `request` holds the IQ request which triggered the excecution of the coroutine and `task` is the :class:`asyncio.Task` which tracks the running coroutine. Compose ...

[ "def", "_iq_request_coro_done_send_reply", "(", "self", ",", "request", ",", "task", ")", ":", "try", ":", "payload", "=", "task", ".", "result", "(", ")", "except", "errors", ".", "XMPPError", "as", "err", ":", "self", ".", "_send_iq_reply", "(", "request...

41.222222

17.888889

def update(self, storagemodel:object, modeldefinition = None, hide = 0) -> StorageQueueModel: """ update the message in queue """ if (storagemodel.id != '') and (storagemodel.pop_receipt != '') and (not storagemodel.id is None) and (not storagemodel.pop_receipt is None): try: ...

[ "def", "update", "(", "self", ",", "storagemodel", ":", "object", ",", "modeldefinition", "=", "None", ",", "hide", "=", "0", ")", "->", "StorageQueueModel", ":", "if", "(", "storagemodel", ".", "id", "!=", "''", ")", "and", "(", "storagemodel", ".", "...

60.75

41

def _validate_depedencies(batches): """Validates the transaction dependencies for the transactions contained within the sequence of batches. Given that all the batches are expected to to be executed for the genesis blocks, it is assumed that any dependent transaction will proceed the depending transacti...

[ "def", "_validate_depedencies", "(", "batches", ")", ":", "transaction_ids", "=", "set", "(", ")", "for", "batch", "in", "batches", ":", "for", "txn", "in", "batch", ".", "transactions", ":", "txn_header", "=", "TransactionHeader", "(", ")", "txn_header", "....

41.73913

14.478261

def _pkg(jail=None, chroot=None, root=None): ''' Returns the prefix for a pkg command, using -j if a jail is specified, or -c if chroot is specified. ''' ret = ['pkg'] if jail: ret.extend(['-j', jail]) elif chroot: ret.extend(['-c', chroot]) elif root: ret.extend(...

[ "def", "_pkg", "(", "jail", "=", "None", ",", "chroot", "=", "None", ",", "root", "=", "None", ")", ":", "ret", "=", "[", "'pkg'", "]", "if", "jail", ":", "ret", ".", "extend", "(", "[", "'-j'", ",", "jail", "]", ")", "elif", "chroot", ":", "...

25.846154

20.461538

def is_number_type_geographical(num_type, country_code): """Tests whether a phone number has a geographical association, as represented by its type and the country it belongs to. This version of isNumberGeographical exists since calculating the phone number type is expensive; if we have already done th...

[ "def", "is_number_type_geographical", "(", "num_type", ",", "country_code", ")", ":", "return", "(", "num_type", "==", "PhoneNumberType", ".", "FIXED_LINE", "or", "num_type", "==", "PhoneNumberType", ".", "FIXED_LINE_OR_MOBILE", "or", "(", "(", "country_code", "in",...

48.25

19.416667

def sheetDeleteEmpty(bookName=None): """Delete all sheets which contain no data""" if bookName is None: bookName = activeBook() if not bookName.lower() in [x.lower() for x in bookNames()]: print("can't clean up a book that doesn't exist:",bookName) return poBook=PyOrigin.Workshee...

[ "def", "sheetDeleteEmpty", "(", "bookName", "=", "None", ")", ":", "if", "bookName", "is", "None", ":", "bookName", "=", "activeBook", "(", ")", "if", "not", "bookName", ".", "lower", "(", ")", "in", "[", "x", ".", "lower", "(", ")", "for", "x", "i...

43.375

13.8125