kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def get_app_volume_mounts(app_name, assembled_specs, test=False): """ This returns a list of formatted volume specs for an app. These mounts declared in the apps' spec and mounts declared in all lib specs the app depends on""" app_spec = assembled_specs['apps'][app_name] volumes = [get_command_files_vol...	[ "def", "get_app_volume_mounts", "(", "app_name", ",", "assembled_specs", ",", "test", "=", "False", ")", ":", "app_spec", "=", "assembled_specs", "[", "'apps'", "]", "[", "app_name", "]", "volumes", "=", "[", "get_command_files_volume_mount", "(", "app_name", ",...	53.727273	14.909091
def setAutoRangeOn(self, axisNumber): """ Sets the auto-range of the axis on. :param axisNumber: 0 (X-axis), 1 (Y-axis), 2, (Both X and Y axes). """ setXYAxesAutoRangeOn(self, self.xAxisRangeCti, self.yAxisRangeCti, axisNumber)	[ "def", "setAutoRangeOn", "(", "self", ",", "axisNumber", ")", ":", "setXYAxesAutoRangeOn", "(", "self", ",", "self", ".", "xAxisRangeCti", ",", "self", ".", "yAxisRangeCti", ",", "axisNumber", ")" ]	43.166667	21.166667
def ultimate_oscillator(close_data, low_data): """ Ultimate Oscillator. Formula: UO = 100 * ((4 * AVG7) + (2 * AVG14) + AVG28) / (4 + 2 + 1) """ a7 = 4 * average_7(close_data, low_data) a14 = 2 * average_14(close_data, low_data) a28 = average_28(close_data, low_data) uo = 100 * ((a7...	[ "def", "ultimate_oscillator", "(", "close_data", ",", "low_data", ")", ":", "a7", "=", "4", "", "average_7", "(", "close_data", ",", "low_data", ")", "a14", "=", "2", "", "average_14", "(", "close_data", ",", "low_data", ")", "a28", "=", "average_28", ...	28.416667	12.916667
def data(self, index, role=Qt.DisplayRole): """Return a model data element""" if not index.isValid(): return to_qvariant() if role == Qt.DisplayRole: return self._display_data(index) elif role == Qt.BackgroundColorRole: return to_qvariant(get_co...	[ "def", "data", "(", "self", ",", "index", ",", "role", "=", "Qt", ".", "DisplayRole", ")", ":", "if", "not", "index", ".", "isValid", "(", ")", ":", "return", "to_qvariant", "(", ")", "if", "role", "==", "Qt", ".", "DisplayRole", ":", "return", "se...	45.545455	11.181818
def execute(helper, config, args): """ Lists environments """ envs = config.get('app', {}).get('environments', []) out("Parsed environments:") for name, conf in list(envs.items()): out('\t'+name) envs = helper.get_environments() out("Deployed environments:") for env in envs: ...	[ "def", "execute", "(", "helper", ",", "config", ",", "args", ")", ":", "envs", "=", "config", ".", "get", "(", "'app'", ",", "{", "}", ")", ".", "get", "(", "'environments'", ",", "[", "]", ")", "out", "(", "\"Parsed environments:\"", ")", "for", "...	34.615385	12.307692
def _basename_in_blacklist_re(base_name, black_list_re): """Determines if the basename is matched in a regex blacklist :param str base_name: The basename of the file :param list black_list_re: A collection of regex patterns to match against. Successful matches are blacklisted. :returns: `True`...	[ "def", "_basename_in_blacklist_re", "(", "base_name", ",", "black_list_re", ")", ":", "for", "file_pattern", "in", "black_list_re", ":", "if", "file_pattern", ".", "match", "(", "base_name", ")", ":", "return", "True", "return", "False" ]	36.071429	17.642857
def get_stroke_features(recording, strokeid1, strokeid2): """Get the features used to decide if two strokes belong to the same symbol or not. Parameters ---------- recording : list A list of strokes strokeid1 : int strokeid2 : int Returns ------- list : A list o...	[ "def", "get_stroke_features", "(", "recording", ",", "strokeid1", ",", "strokeid2", ")", ":", "stroke1", "=", "recording", "[", "strokeid1", "]", "stroke2", "=", "recording", "[", "strokeid2", "]", "assert", "isinstance", "(", "stroke1", ",", "list", ")", ",...	36.058824	20.176471
def shelf(self, shelf=None): """ Defines a shelf to use for this recipe """ if shelf is None: self._shelf = Shelf({}) elif isinstance(shelf, Shelf): self._shelf = shelf elif isinstance(shelf, dict): self._shelf = Shelf(shelf) else: ...	[ "def", "shelf", "(", "self", ",", "shelf", "=", "None", ")", ":", "if", "shelf", "is", "None", ":", "self", ".", "_shelf", "=", "Shelf", "(", "{", "}", ")", "elif", "isinstance", "(", "shelf", ",", "Shelf", ")", ":", "self", ".", "_shelf", "=", ...	36.4	13.6
def max_validator(max_value): """Return validator function that ensures upper bound of a number. Result validation function will validate the internal value of resource instance field with the ``value >= min_value`` check. Args: max_value: maximum value for new validator """ def valid...	[ "def", "max_validator", "(", "max_value", ")", ":", "def", "validator", "(", "value", ")", ":", "if", "value", ">", "max_value", ":", "raise", "ValidationError", "(", "\"{} is not <= {}\"", ".", "format", "(", "value", ",", "max_value", ")", ")", "return", ...	29.866667	23.133333
def decode(self, targets, encoder_outputs, attention_bias): """Generate logits for each value in the target sequence. Args: targets: target values for the output sequence. int tensor with shape [batch_size, target_length] encoder_outputs: continuous representation of input sequence. ...	[ "def", "decode", "(", "self", ",", "targets", ",", "encoder_outputs", ",", "attention_bias", ")", ":", "with", "tf", ".", "name_scope", "(", "\"decode\"", ")", ":", "# Prepare inputs to decoder layers by shifting targets, adding positional", "# encoding and applying dropout...	43.975	19.575
def kill_running_submission(self, submissionid, user_check=True): """ Attempt to kill the remote job associated with this submission id. :param submissionid: :param user_check: Check if the current user owns this submission :return: True if the job was killed, False if an error occurred ...	[ "def", "kill_running_submission", "(", "self", ",", "submissionid", ",", "user_check", "=", "True", ")", ":", "submission", "=", "self", ".", "get_submission", "(", "submissionid", ",", "user_check", ")", "if", "not", "submission", ":", "return", "False", "if"...	43.076923	17.923077
def kill(config, container, args, *kwargs): ''' Kill a running container :type container: string :param container: The container id to kill :rtype: dict :returns: boolean ''' err = "Unknown" client = _get_client(config) try: dcontainer = _get_container_infos(config, c...	[ "def", "kill", "(", "config", ",", "container", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "err", "=", "\"Unknown\"", "client", "=", "_get_client", "(", "config", ")", "try", ":", "dcontainer", "=", "_get_container_infos", "(", "config", ",", ...	27.192308	17.961538
def populate(self, priority, address, rtr, data): """ :return: None """ assert isinstance(data, bytes) self.needs_low_priority(priority) self.needs_no_rtr(rtr) self.needs_data(data, 3) self.set_attributes(priority, address, rtr) self._wday = data[0...	[ "def", "populate", "(", "self", ",", "priority", ",", "address", ",", "rtr", ",", "data", ")", ":", "assert", "isinstance", "(", "data", ",", "bytes", ")", "self", ".", "needs_low_priority", "(", "priority", ")", "self", ".", "needs_no_rtr", "(", "rtr", ...	30.583333	8.083333
def pypackable(name, pytype, format): """ Create a "mix-in" class with a python type and a Packable with the given struct format """ size, items = _formatinfo(format) return type(Packable)(name, (pytype, Packable), { '_format_': format, '_size_': size, '_items_': items, ...	[ "def", "pypackable", "(", "name", ",", "pytype", ",", "format", ")", ":", "size", ",", "items", "=", "_formatinfo", "(", "format", ")", "return", "type", "(", "Packable", ")", "(", "name", ",", "(", "pytype", ",", "Packable", ")", ",", "{", "'_format...	28.636364	10.090909
def get_json(self, path, watch=None): """Reads the data of the specified node and converts it to json.""" data, _ = self.get(path, watch) return load_json(data) if data else None	[ "def", "get_json", "(", "self", ",", "path", ",", "watch", "=", "None", ")", ":", "data", ",", "_", "=", "self", ".", "get", "(", "path", ",", "watch", ")", "return", "load_json", "(", "data", ")", "if", "data", "else", "None" ]	49.75	3
def _gen_next(self, history): """Generate next character sampled from the distribution of characters next. """ orig_history = history if not history: return helper.START history = history[-(self._n-1):] kv = [(k, v) for k, v in self._T.items(history) ...	[ "def", "_gen_next", "(", "self", ",", "history", ")", ":", "orig_history", "=", "history", "if", "not", "history", ":", "return", "helper", ".", "START", "history", "=", "history", "[", "-", "(", "self", ".", "_n", "-", "1", ")", ":", "]", "kv", "=...	44.947368	10.368421
def update_system_numbers(self): """035 Externals.""" scn_035_fields = record_get_field_instances(self.record, '035') new_fields = [] for field in scn_035_fields: subs = field_get_subfields(field) if '9' in subs: if subs['9'][0].lower() == "cds" an...	[ "def", "update_system_numbers", "(", "self", ")", ":", "scn_035_fields", "=", "record_get_field_instances", "(", "self", ".", "record", ",", "'035'", ")", "new_fields", "=", "[", "]", "for", "field", "in", "scn_035_fields", ":", "subs", "=", "field_get_subfields...	49.4	18.466667
def requestHistoricalData(self, contracts=None, resolution="1 min", lookback="1 D", data="TRADES", end_datetime=None, rth=False, csv_path=None, format_date=2, utc=False): """ Download to historical data https://www.interactivebrokers.com/en/software/api/apiguide/java/req...	[ "def", "requestHistoricalData", "(", "self", ",", "contracts", "=", "None", ",", "resolution", "=", "\"1 min\"", ",", "lookback", "=", "\"1 D\"", ",", "data", "=", "\"TRADES\"", ",", "end_datetime", "=", "None", ",", "rth", "=", "False", ",", "csv_path", "...	36.236842	17.394737
async def register(self, channel, event, callback): """Register a callback to ``channel_name`` and ``event``. A prefix will be added to the channel name if not already available or the prefix is an empty string :param channel: channel name :param event: event name :para...	[ "async", "def", "register", "(", "self", ",", "channel", ",", "event", ",", "callback", ")", ":", "channel", "=", "self", ".", "channel", "(", "channel", ")", "event", "=", "channel", ".", "register", "(", "event", ",", "callback", ")", "await", "chann...	39.75	16
def transfer_sanity_check( name, consensus_hash ): """ Verify that data for a transfer is valid. Return True on success Raise Exception on error """ if name is not None and (not is_b40( name ) or "+" in name or name.count(".") > 1): raise Exception("Name '%s' has non-base-38 characters" ...	[ "def", "transfer_sanity_check", "(", "name", ",", "consensus_hash", ")", ":", "if", "name", "is", "not", "None", "and", "(", "not", "is_b40", "(", "name", ")", "or", "\"+\"", "in", "name", "or", "name", ".", "count", "(", "\".\"", ")", ">", "1", ")",...	37.866667	24
def get_comments(jam, ann): '''Get the metadata from a jam and an annotation, combined as a string. Parameters ---------- jam : JAMS The jams object ann : Annotation An annotation object Returns ------- comments : str The jam.file_metadata and ann.annotation_me...	[ "def", "get_comments", "(", "jam", ",", "ann", ")", ":", "jam_comments", "=", "jam", ".", "file_metadata", ".", "__json__", "ann_comments", "=", "ann", ".", "annotation_metadata", ".", "__json__", "return", "json", ".", "dumps", "(", "{", "'metadata'", ":", ...	27.571429	23.952381
def add_section_break(self): """Return `w:sectPr` element for new section added at end of document. The last `w:sectPr` becomes the second-to-last, with the new `w:sectPr` being an exact clone of the previous one, except that all header and footer references are removed (and are therefo...	[ "def", "add_section_break", "(", "self", ")", ":", "# ---get the sectPr at file-end, which controls last section (sections[-1])---", "sentinel_sectPr", "=", "self", ".", "get_or_add_sectPr", "(", ")", "# ---add exact copy to new `w:p` element; that is now second-to last section---", "s...	59.47619	29.809524
def should_include_node( self, node: Union[FragmentSpreadNode, FieldNode, InlineFragmentNode] ) -> bool: """Check if node should be included Determines if a field should be included based on the @include and @skip directives, where @skip has higher precedence than @include. ...	[ "def", "should_include_node", "(", "self", ",", "node", ":", "Union", "[", "FragmentSpreadNode", ",", "FieldNode", ",", "InlineFragmentNode", "]", ")", "->", "bool", ":", "skip", "=", "get_directive_values", "(", "GraphQLSkipDirective", ",", "node", ",", "self",...	34.263158	22.578947
def dispatch(self, request, args, *kwargs): """ Dispatches an incoming request. """ self.request = request self.args = args self.kwargs = kwargs response = self.check_permissions(request) if response: return response return super().dispatch(request, ...	[ "def", "dispatch", "(", "self", ",", "request", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "self", ".", "request", "=", "request", "self", ".", "args", "=", "args", "self", ".", "kwargs", "=", "kwargs", "response", "=", "self", ".", "chec...	36.444444	11.444444
def drop_retention_policy(database, name, *client_args): ''' Drop a retention policy. database Name of the database for which the retention policy will be dropped. name Name of the retention policy to drop. CLI Example: .. code-block:: bash salt '' influxdb.drop_re...	[ "def", "drop_retention_policy", "(", "database", ",", "name", ",", "", "", "client_args", ")", ":", "client", "=", "_client", "(", "", "", "client_args", ")", "client", ".", "drop_retention_policy", "(", "name", ",", "database", ")", "return", "True" ]	21.75	26.55
def main(): """ Install a package from pypi or gemfury :return: """ pypitools.common.setup_main() config = pypitools.common.ConfigData() module_name = os.path.basename(os.getcwd()) args = [] if config.use_sudo: args.extend([ 'sudo', '-H', ]) ...	[ "def", "main", "(", ")", ":", "pypitools", ".", "common", ".", "setup_main", "(", ")", "config", "=", "pypitools", ".", "common", ".", "ConfigData", "(", ")", "module_name", "=", "os", ".", "path", ".", "basename", "(", "os", ".", "getcwd", "(", ")",...	24.810811	16.108108
def replace_embedded(self,src_file,dst_file): """Replace one embdded object by another one into a docx This has been done mainly because it is not possible to add images in docx header/footer. With this function, put a dummy picture in your header/footer, then specify it with it...	[ "def", "replace_embedded", "(", "self", ",", "src_file", ",", "dst_file", ")", ":", "with", "open", "(", "dst_file", ",", "'rb'", ")", "as", "fh", ":", "crc", "=", "self", ".", "get_file_crc", "(", "src_file", ")", "self", ".", "crc_to_new_embedded", "["...	43.8125	20.375
def _handle_update_msg(self, update_msg): """Extracts and processes new paths or withdrawals in given `update_msg`. Parameter: - `update_msg`: update message to process. - `valid_rts`: current valid/interesting rts to the application according to configurati...	[ "def", "_handle_update_msg", "(", "self", ",", "update_msg", ")", ":", "assert", "self", ".", "state", ".", "bgp_state", "==", "const", ".", "BGP_FSM_ESTABLISHED", "# Increment count of update received.", "self", ".", "state", ".", "incr", "(", "PeerCounterNames", ...	40.791667	22.916667
def mapsplice(job, job_vars): """ Maps RNA-Seq reads to a reference genome. job_vars: tuple Tuple of dictionaries: input_args and ids """ # Unpack variables input_args, ids = job_vars work_dir = job.fileStore.getLocalTempDir() cores = input_args['cpu_count'] sudo = input_args['s...	[ "def", "mapsplice", "(", "job", ",", "job_vars", ")", ":", "# Unpack variables", "input_args", ",", "ids", "=", "job_vars", "work_dir", "=", "job", ".", "fileStore", ".", "getLocalTempDir", "(", ")", "cores", "=", "input_args", "[", "'cpu_count'", "]", "sudo...	41.76087	16.804348
def embedRasters(element, options): import base64 """ Converts raster references to inline images. NOTE: there are size limits to base64-encoding handling in browsers """ global _num_rasters_embedded href = element.getAttributeNS(NS['XLINK'], 'href') # if xlink:href is set, then gr...	[ "def", "embedRasters", "(", "element", ",", "options", ")", ":", "import", "base64", "global", "_num_rasters_embedded", "href", "=", "element", ".", "getAttributeNS", "(", "NS", "[", "'XLINK'", "]", ",", "'href'", ")", "# if xlink:href is set, then grab the id", "...	48.276316	24.144737
def parse_oxi_states(self, data): """ Parse oxidation states from data dictionary """ try: oxi_states = { data["_atom_type_symbol"][i]: str2float(data["_atom_type_oxidation_number"][i]) for i in range(len(data["_atom_type_sy...	[ "def", "parse_oxi_states", "(", "self", ",", "data", ")", ":", "try", ":", "oxi_states", "=", "{", "data", "[", "\"_atom_type_symbol\"", "]", "[", "i", "]", ":", "str2float", "(", "data", "[", "\"_atom_type_oxidation_number\"", "]", "[", "i", "]", ")", "...	41.722222	17.944444
def ConsultarDepositosAcopio(self, sep="\|\|"): "Retorna los depósitos de acopio pertenencientes al contribuyente" ret = self.client.consultarDepositosAcopio( auth={ 'token': self.Token, 'sign': self.Sign, 'cuit': self.Cuit, }...	[ "def", "ConsultarDepositosAcopio", "(", "self", ",", "sep", "=", "\"\|\|\"", ")", ":", "ret", "=", "self", ".", "client", ".", "consultarDepositosAcopio", "(", "auth", "=", "{", "'token'", ":", "self", ".", "Token", ",", "'sign'", ":", "self", ".", "Sign",...	46.666667	17.466667
def read_frames(self, nframes, dtype=np.float64): """Read nframes frames of the file. :Parameters: nframes : int number of frames to read. dtype : numpy dtype dtype of the returned array containing read data (see note). Notes ----...	[ "def", "read_frames", "(", "self", ",", "nframes", ",", "dtype", "=", "np", ".", "float64", ")", ":", "return", "self", ".", "_sndfile", ".", "read_frames", "(", "nframes", ",", "dtype", ")" ]	45.26087	23.347826
def continue_object(self, workflow_object, restart_point='restart_task', task_offset=1, stop_on_halt=False): """Continue workflow for one given object from "restart_point". :param object: :param stop_on_halt: :param restart_point: can be one of: * res...	[ "def", "continue_object", "(", "self", ",", "workflow_object", ",", "restart_point", "=", "'restart_task'", ",", "task_offset", "=", "1", ",", "stop_on_halt", "=", "False", ")", ":", "translate", "=", "{", "'restart_task'", ":", "'current'", ",", "'continue_next...	43.608696	20.565217
def _assign_kwargs(self, kwargs): """ Assigns all keyword arguments to a given instance, raising an exception if one of the keywords is not already the name of a property. """ for k in kwargs: if not hasattr(self, k): raise AttributeError(k, 'Not valid for', self.__class__.__name...	[ "def", "_assign_kwargs", "(", "self", ",", "kwargs", ")", ":", "for", "k", "in", "kwargs", ":", "if", "not", "hasattr", "(", "self", ",", "k", ")", ":", "raise", "AttributeError", "(", "k", ",", "'Not valid for'", ",", "self", ".", "__class__", ".", ...	39	15.222222
def print_graph(self, format=None, output=sys.stdout, depth=0, **kwargs): """ Print the graph for self's nodes. Args: format (str): output format (csv, json or text). output (file): file descriptor on which to write. depth (int): depth of the graph. "...	[ "def", "print_graph", "(", "self", ",", "format", "=", "None", ",", "output", "=", "sys", ".", "stdout", ",", "depth", "=", "0", ",", "", "", "kwargs", ")", ":", "graph", "=", "self", ".", "as_graph", "(", "depth", "=", "depth", ")", "graph", "...	37.727273	15.181818
def call(conn=None, call=None, kwargs=None): ''' Call function from shade. func function to call from shade.openstackcloud library CLI Example .. code-block:: bash salt-cloud -f call myopenstack func=list_images t sujksalt-cloud -f call myopenstack func=create_network na...	[ "def", "call", "(", "conn", "=", "None", ",", "call", "=", "None", ",", "kwargs", "=", "None", ")", ":", "if", "call", "==", "'action'", ":", "raise", "SaltCloudSystemExit", "(", "'The call function must be called with '", "'-f or --function.'", ")", "if", "'f...	25.475	21.725
def _find_dependant_trees(self, tree_obj): """ returns list of trees that are dependent_on given tree_obj """ dependant_trees = [] for tree_name, tree in self.trees.items(): if tree_obj in tree.dependent_on: dependant_trees.append(tree) return dependant_trees	[ "def", "_find_dependant_trees", "(", "self", ",", "tree_obj", ")", ":", "dependant_trees", "=", "[", "]", "for", "tree_name", ",", "tree", "in", "self", ".", "trees", ".", "items", "(", ")", ":", "if", "tree_obj", "in", "tree", ".", "dependent_on", ":", ...	44.714286	6.142857
def next_state(self): """This is a method that will be called when the time remaining ends. The current state can be: roasting, cooling, idle, sleeping, connecting, or unkown.""" if(self.roaster.get_roaster_state() == 'roasting'): self.roaster.time_remaining = 20 ...	[ "def", "next_state", "(", "self", ")", ":", "if", "(", "self", ".", "roaster", ".", "get_roaster_state", "(", ")", "==", "'roasting'", ")", ":", "self", ".", "roaster", ".", "time_remaining", "=", "20", "self", ".", "roaster", ".", "cool", "(", ")", ...	47.111111	13.333333
def get_memory_map_xml(self): """! @brief Generate GDB memory map XML. """ root = ElementTree.Element('memory-map') for r in self._context.core.memory_map: # Look up the region type name. Regions default to ram if gdb doesn't # have a concept of the region type. ...	[ "def", "get_memory_map_xml", "(", "self", ")", ":", "root", "=", "ElementTree", ".", "Element", "(", "'memory-map'", ")", "for", "r", "in", "self", ".", "_context", ".", "core", ".", "memory_map", ":", "# Look up the region type name. Regions default to ram if gdb d...	49.125	17.0625
def list_load_areas(self, session, mv_districts): """list load_areas (load areas) peak load from database for a single MV grid_district Parameters ---------- session : sqlalchemy.orm.session.Session Database session mv_districts: List of MV districts ...	[ "def", "list_load_areas", "(", "self", ",", "session", ",", "mv_districts", ")", ":", "# threshold: load area peak load, if peak load < threshold => disregard", "# load area", "lv_loads_threshold", "=", "cfg_ding0", ".", "get", "(", "'mv_routing'", ",", "'load_area_threshold'...	46.145833	24.645833
def label_for_lm(self, kwargs): "A special labelling method for language models." self.__class__ = LMTextList kwargs['label_cls'] = LMLabelList return self.label_const(0, kwargs)	[ "def", "label_for_lm", "(", "self", ",", "", "", "kwargs", ")", ":", "self", ".", "__class__", "=", "LMTextList", "kwargs", "[", "'label_cls'", "]", "=", "LMLabelList", "return", "self", ".", "label_const", "(", "0", ",", "", "", "kwargs", ")" ]	42	6.8
def update_role_config_group(resource_root, service_name, name, apigroup, cluster_name="default"): """ Update a role config group by name. @param resource_root: The root Resource object. @param service_name: Service name. @param name: Role config group name. @param apigroup: The updated role config grou...	[ "def", "update_role_config_group", "(", "resource_root", ",", "service_name", ",", "name", ",", "apigroup", ",", "cluster_name", "=", "\"default\"", ")", ":", "return", "call", "(", "resource_root", ".", "put", ",", "_get_role_config_group_path", "(", "cluster_name"...	38.4	10.666667
def to_yaml(obj): """ This function returns correct YAML representation of a UAVCAN structure (message, request, or response), or a DSDL entity (array or primitive), or a UAVCAN transfer, with comments for human benefit. Args: obj: Object to convert. Returns: Unicode string conta...	[ "def", "to_yaml", "(", "obj", ")", ":", "if", "not", "isinstance", "(", "obj", ",", "CompoundValue", ")", "and", "hasattr", "(", "obj", ",", "'transfer'", ")", ":", "if", "hasattr", "(", "obj", ",", "'message'", ")", ":", "payload", "=", "obj", ".", ...	38.451613	20.774194
def parallel_compute_ll_matrix(gp, bounds, num_pts, num_proc=None): """Compute matrix of the log likelihood over the parameter space in parallel. Parameters ---------- bounds : 2-tuple or list of 2-tuples with length equal to the number of free parameters Bounds on the range to use for each...	[ "def", "parallel_compute_ll_matrix", "(", "gp", ",", "bounds", ",", "num_pts", ",", "num_proc", "=", "None", ")", ":", "if", "num_proc", "is", "None", ":", "num_proc", "=", "multiprocessing", ".", "cpu_count", "(", ")", "present_free_params", "=", "gp", ".",...	37.164384	22.287671
def raw_command(netfn, command, bridge_request=None, data=(), retry=True, delay_xmit=None, **kwargs): ''' Send raw ipmi command This allows arbitrary IPMI bytes to be issued. This is commonly used for certain vendor specific commands. :param netfn: Net function number :param command: Command ...	[ "def", "raw_command", "(", "netfn", ",", "command", ",", "bridge_request", "=", "None", ",", "data", "=", "(", ")", ",", "retry", "=", "True", ",", "delay_xmit", "=", "None", ",", "", "", "kwargs", ")", ":", "with", "_IpmiSession", "(", "", "", ...	32.416667	20.638889
def _argsort_and_resolve_ties(time, random_state): """Like numpy.argsort, but resolves ties uniformly at random""" n_samples = len(time) order = numpy.argsort(time, kind="mergesort") i = 0 while i < n_samples - 1: inext = i + 1 while inext < n_samples and...	[ "def", "_argsort_and_resolve_ties", "(", "time", ",", "random_state", ")", ":", "n_samples", "=", "len", "(", "time", ")", "order", "=", "numpy", ".", "argsort", "(", "time", ",", "kind", "=", "\"mergesort\"", ")", "i", "=", "0", "while", "i", "<", "n_...	33.625	17.3125
def setitem(self, key, value): # type: (Any, Any, Any) -> Any '''Takes an object, a key, and a value and produces a new object that is a copy of the original but with ``value`` as the new value of ``key``. The following equality should hold for your definition: .. code-block:: python ...	[ "def", "setitem", "(", "self", ",", "key", ",", "value", ")", ":", "# type: (Any, Any, Any) -> Any", "try", ":", "self", ".", "_lens_setitem", "except", "AttributeError", ":", "selfcopy", "=", "copy", ".", "copy", "(", "self", ")", "selfcopy", "[", "key", ...	34.714286	23.514286
def ConvertToTemplate(self,visibility,description=None,password=None): """Converts existing server to a template. visibility is one of private or shared. >>> d = clc.v2.Datacenter() >>> clc.v2.Server(alias='BTDI',id='WA1BTDIAPI207').ConvertToTemplate("private","my template") 0 """ if visibility not in...	[ "def", "ConvertToTemplate", "(", "self", ",", "visibility", ",", "description", "=", "None", ",", "password", "=", "None", ")", ":", "if", "visibility", "not", "in", "(", "'private'", ",", "'shared'", ")", ":", "raise", "(", "clc", ".", "CLCException", "...	41.1	29.95
def set_room_name(self, name): """Return True if room name successfully changed.""" try: self.client.api.set_room_name(self.room_id, name) self.name = name return True except MatrixRequestError: return False	[ "def", "set_room_name", "(", "self", ",", "name", ")", ":", "try", ":", "self", ".", "client", ".", "api", ".", "set_room_name", "(", "self", ".", "room_id", ",", "name", ")", "self", ".", "name", "=", "name", "return", "True", "except", "MatrixRequest...	34	13.75
def average_true_range_percent(close_data, period): """ Average True Range Percent. Formula: ATRP = (ATR / CLOSE) * 100 """ catch_errors.check_for_period_error(close_data, period) atrp = (atr(close_data, period) / np.array(close_data)) * 100 return atrp	[ "def", "average_true_range_percent", "(", "close_data", ",", "period", ")", ":", "catch_errors", ".", "check_for_period_error", "(", "close_data", ",", "period", ")", "atrp", "=", "(", "atr", "(", "close_data", ",", "period", ")", "/", "np", ".", "array", "(...	27.7	16.7
def get_profile(self, img_type, coordinate, num_points): ''' Extract a profile from (lat1,lon1) to (lat2,lon2) Args: img_type (str): Either lola or wac. coordinate (float,float,float,flaot): A tupple ``(lon0,lon1,lat0,lat1)`` with: - lon0: First ...	[ "def", "get_profile", "(", "self", ",", "img_type", ",", "coordinate", ",", "num_points", ")", ":", "lon0", ",", "lon1", ",", "lat0", ",", "lat1", "=", "coordinate", "X", ",", "Y", ",", "Z", "=", "self", ".", "get_arrays", "(", "img_type", ")", "y0",...	37.233333	20.433333
def get_headers(data, extra_headers=None): ''' Takes the response data as well as any additional headers and returns a tuple of tuples of headers suitable for passing to start_response() ''' response_headers = { 'Content-Length': str(len(data)), } if extra_headers: response_...	[ "def", "get_headers", "(", "data", ",", "extra_headers", "=", "None", ")", ":", "response_headers", "=", "{", "'Content-Length'", ":", "str", "(", "len", "(", "data", ")", ")", ",", "}", "if", "extra_headers", ":", "response_headers", ".", "update", "(", ...	29.230769	22.461538
def assert_keys_have_values(self, caller, keys): """Check that keys list are all in context and all have values. Args: keys: Will check each of these keys in context caller: string. Calling function name - just used for informational messages Raise...	[ "def", "assert_keys_have_values", "(", "self", ",", "caller", ",", "*", "keys", ")", ":", "for", "key", "in", "keys", ":", "self", ".", "assert_key_has_value", "(", "key", ",", "caller", ")" ]	34.6875	19.5625
def unpatch(*module_names): """undo :func:`patch`\es to standard library modules this function takes one or more module names and puts back their patched attributes to the standard library originals. valid arguments are the same as for :func:`patch`. with no arguments, undoes all monkeypatches th...	[ "def", "unpatch", "(", "*", "module_names", ")", ":", "if", "not", "module_names", ":", "module_names", "=", "_standard", ".", "keys", "(", ")", "log", ".", "info", "(", "\"undoing monkey-patches in-place (%d modules)\"", "%", "len", "(", "module_names", ")", ...	35.615385	21.423077
def update(self, args, kw): ''' Update the dictionary with items and names:: (items, names, kw) (dict, names, kw) (MIDict, names, *kw) Optional positional argument ``names`` is only allowed when ``self.indices`` is empty (no indices are set y...	[ "def", "update", "(", "self", ",", "", "args", ",", "", "*", "kw", ")", ":", "if", "len", "(", "args", ")", ">", "1", "and", "self", ".", "indices", ":", "raise", "ValueError", "(", "'Only one positional argument is allowed when the'", "'index names are al...	32.515152	20.818182
def requires(self): """ This task's dependencies: * :py:class:`~.AggregateArtists` or * :py:class:`~.AggregateArtistsSpark` if :py:attr:`~/.Top10Artists.use_spark` is set. :return: object (:py:class:`luigi.task.Task`) """ if self.use_spark: return Ag...	[ "def", "requires", "(", "self", ")", ":", "if", "self", ".", "use_spark", ":", "return", "AggregateArtistsSpark", "(", "self", ".", "date_interval", ")", "else", ":", "return", "AggregateArtists", "(", "self", ".", "date_interval", ")" ]	32.076923	19.461538
async def _wrap_ws(self, handler, args, kwargs): ''' wraps a handler by receiving a websocket request and returning a websocket response ''' try: method = self.request_method() # call the wrapped handler data = await handler(self, args, **kwargs) statu...	[ "async", "def", "_wrap_ws", "(", "self", ",", "handler", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "try", ":", "method", "=", "self", ".", "request_method", "(", ")", "# call the wrapped handler", "data", "=", "await", "handler", "(", "self", ...	41.181818	14.909091
def send_message( self, request: str, response_expected: bool, **kwargs: Any ) -> Response: """ Transport the message to the server and return the response. Args: request: The JSON-RPC request string. response_expected: Whether the request expects a response....	[ "def", "send_message", "(", "self", ",", "request", ":", "str", ",", "response_expected", ":", "bool", ",", "", "", "kwargs", ":", "Any", ")", "->", "Response", ":", "response", "=", "self", ".", "session", ".", "post", "(", "self", ".", "endpoint", ...	33.666667	22.333333
def clear_caches(): # suppress(unused-function) """Clear all caches.""" for _, reader in _spellchecker_cache.values(): reader.close() _spellchecker_cache.clear() _valid_words_cache.clear() _user_dictionary_cache.clear()	[ "def", "clear_caches", "(", ")", ":", "# suppress(unused-function)", "for", "_", ",", "reader", "in", "_spellchecker_cache", ".", "values", "(", ")", ":", "reader", ".", "close", "(", ")", "_spellchecker_cache", ".", "clear", "(", ")", "_valid_words_cache", "....	30.25	12.625
def get_json(self): """Get the JSON stored on the usernotes wiki page. Returns a dict representation of the usernotes (with the notes BLOB decoded). Raises: RuntimeError if the usernotes version is incompatible with this version of puni. """ ...	[ "def", "get_json", "(", "self", ")", ":", "try", ":", "usernotes", "=", "self", ".", "subreddit", ".", "wiki", "[", "self", ".", "page_name", "]", ".", "content_md", "notes", "=", "json", ".", "loads", "(", "usernotes", ")", "except", "NotFound", ":", ...	31.72	20.56
def update(self, z, R=None, UT=None, hx=None, **hx_args): """ Update the UKF with the given measurements. On return, self.x and self.P contain the new mean and covariance of the filter. Parameters ---------- z : numpy.array of shape (dim_z) measurement vecto...	[ "def", "update", "(", "self", ",", "z", ",", "R", "=", "None", ",", "UT", "=", "None", ",", "hx", "=", "None", ",", "", "", "hx_args", ")", ":", "if", "z", "is", "None", ":", "self", ".", "z", "=", "np", ".", "array", "(", "[", "[", "No...	32.893333	21.213333
def get_pools(): """Get all pools.""" try: pools = pool_api.get_pools() except AirflowException as err: _log.error(err) response = jsonify(error="{}".format(err)) response.status_code = err.status_code return response else: return jsonify([p.to_json() for ...	[ "def", "get_pools", "(", ")", ":", "try", ":", "pools", "=", "pool_api", ".", "get_pools", "(", ")", "except", "AirflowException", "as", "err", ":", "_log", ".", "error", "(", "err", ")", "response", "=", "jsonify", "(", "error", "=", "\"{}\"", ".", ...	29.272727	14.363636
def is_valid_sse_object(sse): """ Validate the SSE object and type :param sse: SSE object defined. """ if sse and sse.type() != "SSE-C" and sse.type() != "SSE-KMS" and sse.type() != "SSE-S3": raise InvalidArgumentError("unsuported type of sse argument in put_object")	[ "def", "is_valid_sse_object", "(", "sse", ")", ":", "if", "sse", "and", "sse", ".", "type", "(", ")", "!=", "\"SSE-C\"", "and", "sse", ".", "type", "(", ")", "!=", "\"SSE-KMS\"", "and", "sse", ".", "type", "(", ")", "!=", "\"SSE-S3\"", ":", "raise", ...	36.125	19.375
def cal_v(self, p, temp, min_strain=0.3, max_strain=1.0): """ calculate unit-cell volume at given pressure and temperature :param p: pressure in GPa :param temp: temperature in K :param min_strain: minimum strain searched for volume root :param max_strain: maximum strain...	[ "def", "cal_v", "(", "self", ",", "p", ",", "temp", ",", "min_strain", "=", "0.3", ",", "max_strain", "=", "1.0", ")", ":", "v0", "=", "self", ".", "params_therm", "[", "'v0'", "]", ".", "nominal_value", "self", ".", "force_norm", "=", "True", "pp", ...	37.258065	14.16129
def from_dict(cls, val): """Creates dict2 object from dict object Args: val (:obj:`dict`): Value to create from Returns: Equivalent dict2 object. """ if isinstance(val, dict2): return val elif isinstance(val, dict): res =...	[ "def", "from_dict", "(", "cls", ",", "val", ")", ":", "if", "isinstance", "(", "val", ",", "dict2", ")", ":", "return", "val", "elif", "isinstance", "(", "val", ",", "dict", ")", ":", "res", "=", "cls", "(", ")", "for", "k", ",", "v", "in", "va...	23.96	16.72
def write( stream_fragments, stream, normalize=True, book=None, sources=None, names=None, mappings=None): """ Given an iterable of stream fragments, write it to the stream object by using its write method. Returns a 3-tuple, where the first element is the mapping, second element is the ...	[ "def", "write", "(", "stream_fragments", ",", "stream", ",", "normalize", "=", "True", ",", "book", "=", "None", ",", "sources", "=", "None", ",", "names", "=", "None", ",", "mappings", "=", "None", ")", ":", "def", "push_line", "(", ")", ":", "mappi...	42.915	23.375
def _load_file(self, f): """Get values from config file""" try: with open(f, 'r') as _fo: _seria_in = seria.load(_fo) _y = _seria_in.dump('yaml') except IOError: raise FiggypyError("could not open configuration file") self.values.up...	[ "def", "_load_file", "(", "self", ",", "f", ")", ":", "try", ":", "with", "open", "(", "f", ",", "'r'", ")", "as", "_fo", ":", "_seria_in", "=", "seria", ".", "load", "(", "_fo", ")", "_y", "=", "_seria_in", ".", "dump", "(", "'yaml'", ")", "ex...	36.777778	10.888889
def remove_from_pythonpath(self, path): """Remove path from project's PYTHONPATH Return True if path was removed, False if it was not found""" pathlist = self.get_pythonpath() if path in pathlist: pathlist.pop(pathlist.index(path)) self.set_pythonpath(pathli...	[ "def", "remove_from_pythonpath", "(", "self", ",", "path", ")", ":", "pathlist", "=", "self", ".", "get_pythonpath", "(", ")", "if", "path", "in", "pathlist", ":", "pathlist", ".", "pop", "(", "pathlist", ".", "index", "(", "path", ")", ")", "self", "....	38	7.9
def by_login(cls, session, login, local=True): """ Get a user from a given login. :param session: SQLAlchemy session :type session: :class:`sqlalchemy.Session` :param login: the user login :type login: unicode :return: the associated user :rtype: :class...	[ "def", "by_login", "(", "cls", ",", "session", ",", "login", ",", "local", "=", "True", ")", ":", "user", "=", "cls", ".", "first", "(", "session", ",", "where", "=", "(", "(", "cls", ".", "login", "==", "login", ")", ",", "(", "cls", ".", "loc...	33	13.210526
def _in(field, value, document): """ Returns True if document[field] is in the interable value. If the supplied value is not an iterable, then a MalformedQueryException is raised """ try: values = iter(value) except TypeError: raise MalformedQueryException("'$in' must accept an i...	[ "def", "_in", "(", "field", ",", "value", ",", "document", ")", ":", "try", ":", "values", "=", "iter", "(", "value", ")", "except", "TypeError", ":", "raise", "MalformedQueryException", "(", "\"'$in' must accept an iterable\"", ")", "return", "document", ".",...	33.363636	19.545455
def show_portindex_interface_info_input_all(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") show_portindex_interface_info = ET.Element("show_portindex_interface_info") config = show_portindex_interface_info input = ET.SubElement(show_portindex_in...	[ "def", "show_portindex_interface_info_input_all", "(", "self", ",", "", "", "kwargs", ")", ":", "config", "=", "ET", ".", "Element", "(", "\"config\"", ")", "show_portindex_interface_info", "=", "ET", ".", "Element", "(", "\"show_portindex_interface_info\"", ")", ...	42.272727	15.272727
def is_oriented(self): """ Returns whether or not the current box is rotated at all. """ if util.is_shape(self.primitive.transform, (4, 4)): return not np.allclose(self.primitive.transform[ 0:3, 0:3], np.eye(3)) else: ret...	[ "def", "is_oriented", "(", "self", ")", ":", "if", "util", ".", "is_shape", "(", "self", ".", "primitive", ".", "transform", ",", "(", "4", ",", "4", ")", ")", ":", "return", "not", "np", ".", "allclose", "(", "self", ".", "primitive", ".", "transf...	35.666667	15.666667
def dist(self,args,*kwargs): """ NAME: dist PURPOSE: return distance from the observer INPUT: t - (optional) time at which to get dist (can be Quantity) obs=[X,Y,Z] - (optional) position of observer (in kpc; entries can be Quantity) ...	[ "def", "dist", "(", "self", ",", "", "args", ",", "", "", "kwargs", ")", ":", "out", "=", "self", ".", "_orb", ".", "dist", "(", "", "args", ",", "", "", "kwargs", ")", "if", "len", "(", "out", ")", "==", "1", ":", "return", "out", "[...	24	27.875
def ip_access_control_lists(self): """ Access the ip_access_control_lists :returns: twilio.rest.trunking.v1.trunk.ip_access_control_list.IpAccessControlListList :rtype: twilio.rest.trunking.v1.trunk.ip_access_control_list.IpAccessControlListList """ if self._ip_access_co...	[ "def", "ip_access_control_lists", "(", "self", ")", ":", "if", "self", ".", "_ip_access_control_lists", "is", "None", ":", "self", ".", "_ip_access_control_lists", "=", "IpAccessControlListList", "(", "self", ".", "_version", ",", "trunk_sid", "=", "self", ".", ...	41.230769	18.461538
def change_size_for_pane(self, pane, up=0, right=0, down=0, left=0): """ Increase the size of the current pane in any of the four directions. Positive values indicate an increase, negative values a decrease. """ assert isinstance(pane, Pane) def find_split_and_child(spli...	[ "def", "change_size_for_pane", "(", "self", ",", "pane", ",", "up", "=", "0", ",", "right", "=", "0", ",", "down", "=", "0", ",", "left", "=", "0", ")", ":", "assert", "isinstance", "(", "pane", ",", "Pane", ")", "def", "find_split_and_child", "(", ...	42.894737	22.087719
def write_task_options(self, **kw): """ Write an options line for a task definition:: writer.write_task_options( start_time=time(12, 34, 56), task_time=timedelta(hours=1, minutes=45, seconds=12), waypoint_distance=False, dista...	[ "def", "write_task_options", "(", "self", ",", "", "", "kw", ")", ":", "if", "not", "self", ".", "in_task_section", ":", "raise", "RuntimeError", "(", "u'Task options have to be written in task section'", ")", "fields", "=", "[", "'Options'", "]", "if", "'star...	38.85	21.65
def _MultipleModulesFoundError(path, candidates): """Generates an error message to be used when multiple matches are found. Args: path: The breakpoint location path that the user provided. candidates: List of paths that match the user provided path. Must contain at least 2 entries (throws Assertion...	[ "def", "_MultipleModulesFoundError", "(", "path", ",", "candidates", ")", ":", "assert", "len", "(", "candidates", ")", ">", "1", "params", "=", "[", "path", "]", "+", "_StripCommonPathPrefix", "(", "candidates", "[", ":", "2", "]", ")", "if", "len", "("...	36.3	18.5
def normalize_init_values(cls, release, species, server): """ Normalizes the arguments which uniquely specify an EnsemblRelease genome. """ release = check_release_number(release) species = check_species_object(species) return (release, species, server)	[ "def", "normalize_init_values", "(", "cls", ",", "release", ",", "species", ",", "server", ")", ":", "release", "=", "check_release_number", "(", "release", ")", "species", "=", "check_species_object", "(", "species", ")", "return", "(", "release", ",", "speci...	37.75	11.25
def use_kwargs(args, locations=None, inherit=None, apply=None, **kwargs): """Inject keyword arguments from the specified webargs arguments into the decorated view function. Usage: .. code-block:: python from marshmallow import fields @use_kwargs({'name': fields.Str(), 'category': fie...	[ "def", "use_kwargs", "(", "args", ",", "locations", "=", "None", ",", "inherit", "=", "None", ",", "apply", "=", "None", ",", "", "", "kwargs", ")", ":", "kwargs", ".", "update", "(", "{", "'locations'", ":", "locations", "}", ")", "def", "wrapper"...	34.645161	22.645161
def printoptions(): '''print paver options. Prettified by json. `long_description` is removed ''' x = json.dumps(environment.options, indent=4, sort_keys=True, skipkeys=True, cls=MyEncoder) print(x)	[ "def", "printoptions", "(", ")", ":", "x", "=", "json", ".", "dumps", "(", "environment", ".", "options", ",", "indent", "=", "4", ",", "sort_keys", "=", "True", ",", "skipkeys", "=", "True", ",", "cls", "=", "MyEncoder", ")", "print", "(", "x", ")...	24	16
def set_texture(self, name, value): """ Set a texture sampler. Value is the id of the texture to link. """ if not self._linked: raise RuntimeError('Cannot set uniform when program has no code') # Get handle for the uniform, first try cache handle = self._handles.get(n...	[ "def", "set_texture", "(", "self", ",", "name", ",", "value", ")", ":", "if", "not", "self", ".", "_linked", ":", "raise", "RuntimeError", "(", "'Cannot set uniform when program has no code'", ")", "# Get handle for the uniform, first try cache", "handle", "=", "self"...	44.387097	14.935484
def notify_ar_retract(self, sample): """Sends an email notification to sample's client contact if the sample passed in has a retest associated """ retest = sample.getRetest() if not retest: logger.warn("No retest found for {}. And it should!" ....	[ "def", "notify_ar_retract", "(", "self", ",", "sample", ")", ":", "retest", "=", "sample", ".", "getRetest", "(", ")", "if", "not", "retest", ":", "logger", ".", "warn", "(", "\"No retest found for {}. And it should!\"", ".", "format", "(", "api", ".", "get_...	43.055556	17.222222
def register(self, schema): """Register input schema class. When registering a schema, all inner schemas are registered as well. :param Schema schema: schema to register. :return: old registered schema. :rtype: type """ result = None uuid = schema.uuid ...	[ "def", "register", "(", "self", ",", "schema", ")", ":", "result", "=", "None", "uuid", "=", "schema", ".", "uuid", "if", "uuid", "in", "self", ".", "_schbyuuid", ":", "result", "=", "self", ".", "_schbyuuid", "[", "uuid", "]", "if", "result", "!=", ...	24.09375	22.65625
def is_valid_consumer(request): """ Validate the client for view/resource access with the given key The client is authorized to access the view: - if there is a `Consumer` with the client's IP that is explicitly allowed to use the given key, - if there is no `Consumer` with a differen...	[ "def", "is_valid_consumer", "(", "request", ")", ":", "try", ":", "ip", "=", "request", ".", "META", ".", "get", "(", "'REMOTE_ADDR'", ",", "None", ")", "return", "Consumer", ".", "objects", ".", "get", "(", "key", "=", "request", ".", "key", ",", "i...	45.428571	22.571429
def view_class2(self, fatherid=''): ''' Publishing from 2ed range category. ''' if self.is_admin(): pass else: return False kwd = {'class1str': self.format_class2(fatherid), 'parentid': '0', 'parentlist': MCategory.g...	[ "def", "view_class2", "(", "self", ",", "fatherid", "=", "''", ")", ":", "if", "self", ".", "is_admin", "(", ")", ":", "pass", "else", ":", "return", "False", "kwd", "=", "{", "'class1str'", ":", "self", ".", "format_class2", "(", "fatherid", ")", ",...	30.809524	20.52381
def bin_data(data, dim = 40, num_bins = 10): """ Fully bins the data generated by generate_data, using generate_RF_bins and bin_number. """ intervals = generate_RF_bins(data, dim, num_bins) binned_data = [numpy.concatenate([bin_number(data[x][i], intervals[i]) for i in range(len(data[x]))]) for x in r...	[ "def", "bin_data", "(", "data", ",", "dim", "=", "40", ",", "num_bins", "=", "10", ")", ":", "intervals", "=", "generate_RF_bins", "(", "data", ",", "dim", ",", "num_bins", ")", "binned_data", "=", "[", "numpy", ".", "concatenate", "(", "[", "bin_numbe...	38.777778	17
def load_ccd_data_from_fits(image_path, pixel_scale, image_hdu=0, resized_ccd_shape=None, resized_ccd_origin_pixels=None, resized_ccd_origin_arcsec=None, psf_path=None, psf_hdu=0, resized_psf_shape=None, renormalize_psf=True, ...	[ "def", "load_ccd_data_from_fits", "(", "image_path", ",", "pixel_scale", ",", "image_hdu", "=", "0", ",", "resized_ccd_shape", "=", "None", ",", "resized_ccd_origin_pixels", "=", "None", ",", "resized_ccd_origin_arcsec", "=", "None", ",", "psf_path", "=", "None", ...	64.798883	36.921788
def _SkipFieldValue(tokenizer): """Skips over a field value. Args: tokenizer: A tokenizer to parse the field name and values. Raises: ParseError: In case an invalid field value is found. """ # String/bytes tokens can come in multiple adjacent string literals. # If we can consume one, consume as ma...	[ "def", "_SkipFieldValue", "(", "tokenizer", ")", ":", "# String/bytes tokens can come in multiple adjacent string literals.", "# If we can consume one, consume as many as we can.", "if", "tokenizer", ".", "TryConsumeByteString", "(", ")", ":", "while", "tokenizer", ".", "TryConsu...	32.5	20.35
def build_parser(line): # type: (Text) -> optparse.OptionParser """ Return a parser for parsing requirement lines """ parser = optparse.OptionParser(add_help_option=False) option_factories = SUPPORTED_OPTIONS + SUPPORTED_OPTIONS_REQ for option_factory in option_factories: option = o...	[ "def", "build_parser", "(", "line", ")", ":", "# type: (Text) -> optparse.OptionParser", "parser", "=", "optparse", ".", "OptionParser", "(", "add_help_option", "=", "False", ")", "option_factories", "=", "SUPPORTED_OPTIONS", "+", "SUPPORTED_OPTIONS_REQ", "for", "option...	34.173913	14.695652
def decorator(cls, candidate, exp_args, *exp_kwargs): ''' Decorate a control function in order to conduct an experiment when called. :param callable candidate: your candidate function :param iterable exp_args: positional arguments passed to :class:`Experiment` :param dict exp_...	[ "def", "decorator", "(", "cls", ",", "candidate", ",", "", "exp_args", ",", "", "", "exp_kwargs", ")", ":", "def", "wrapper", "(", "control", ")", ":", "@", "wraps", "(", "control", ")", "def", "inner", "(", "", "args", ",", "", "", "kwargs",...	35.615385	23.615385
def list_dir(self): """ Non-recursive file listing. :returns: A generator over files in this "directory" for efficiency. """ bucket = self.s3_object.Bucket() prefix = self.s3_object.key if not prefix.endswith('/'): prefix += '/' for obj in bucket.object...	[ "def", "list_dir", "(", "self", ")", ":", "bucket", "=", "self", ".", "s3_object", ".", "Bucket", "(", ")", "prefix", "=", "self", ".", "s3_object", ".", "key", "if", "not", "prefix", ".", "endswith", "(", "'/'", ")", ":", "prefix", "+=", "'/'", "f...	31.615385	19.307692
def identify_imagesize(self, image_type, image_path='/tmp/img.'): """ Identify the image size using the data location and other parameters """ dims = () try: if (image_type.lower() == 'png'): dims = np.shape(ndpng.load('{}{}'.format( ...	[ "def", "identify_imagesize", "(", "self", ",", "image_type", ",", "image_path", "=", "'/tmp/img.'", ")", ":", "dims", "=", "(", ")", "try", ":", "if", "(", "image_type", ".", "lower", "(", ")", "==", "'png'", ")", ":", "dims", "=", "np", ".", "shape"...	36.681818	18.318182
def exec_func_src(func, globals_=None, locals_=None, key_list=None, sentinal=None, update=None, keys=None, verbose=False, start=None, stop=None): """ execs a func and returns requested local vars. Does not modify globals unless update=True (or in IPython) SeeAlso: ...	[ "def", "exec_func_src", "(", "func", ",", "globals_", "=", "None", ",", "locals_", "=", "None", ",", "key_list", "=", "None", ",", "sentinal", "=", "None", ",", "update", "=", "None", ",", "keys", "=", "None", ",", "verbose", "=", "False", ",", "star...	36.173077	15.480769
def parse_line(self, line: str) -> PriceModel: """ Parse a CSV line into a price element """ line = line.rstrip() parts = line.split(',') result = PriceModel() # symbol result.symbol = self.translate_symbol(parts[0]) # value result.value = Decimal(parts...	[ "def", "parse_line", "(", "self", ",", "line", ":", "str", ")", "->", "PriceModel", ":", "line", "=", "line", ".", "rstrip", "(", ")", "parts", "=", "line", ".", "split", "(", "','", ")", "result", "=", "PriceModel", "(", ")", "# symbol", "result", ...	26.538462	20.115385
def _add_genotype_calls(self, variant_obj, variant_line, case_obj): """Add the genotype calls for the variant Args: variant_obj (puzzle.models.Variant) variant_dict (dict): A variant dictionary case_obj (puzzle.models.Case) """ variant_line = variant...	[ "def", "_add_genotype_calls", "(", "self", ",", "variant_obj", ",", "variant_line", ",", "case_obj", ")", ":", "variant_line", "=", "variant_line", ".", "split", "(", "'\\t'", ")", "#if there is gt calls we have no individuals to add", "if", "len", "(", "variant_line"...	39.861111	16.861111
def _set_history(self, history): """ Replace the current history with a sequence of history items. """ self._history = list(history) self._history_edits = {} self._history_index = len(self._history)	[ "def", "_set_history", "(", "self", ",", "history", ")", ":", "self", ".", "_history", "=", "list", "(", "history", ")", "self", ".", "_history_edits", "=", "{", "}", "self", ".", "_history_index", "=", "len", "(", "self", ".", "_history", ")" ]	38.833333	4.5
def _mark_master_dead(self, master): ''' Mark a master as dead. This will start the sign-in routine ''' # if its connected, mark it dead if self._syndics[master].done(): syndic = self._syndics[master].result() # pylint: disable=no-member self._syndics[mas...	[ "def", "_mark_master_dead", "(", "self", ",", "master", ")", ":", "# if its connected, mark it dead", "if", "self", ".", "_syndics", "[", "master", "]", ".", "done", "(", ")", ":", "syndic", "=", "self", ".", "_syndics", "[", "master", "]", ".", "result", ...	37.142857	18.857143
def attack_selection(attack_string): """ Selects the Attack Class using string input. :param attack_string: adversarial attack name in string format :return: attack class defined in cleverhans.attacks_eager """ # List of Implemented attacks attacks_list = AVAILABLE_ATTACKS.keys() # Checking for reque...	[ "def", "attack_selection", "(", "attack_string", ")", ":", "# List of Implemented attacks", "attacks_list", "=", "AVAILABLE_ATTACKS", ".", "keys", "(", ")", "# Checking for requested attack in list of available attacks.", "if", "attack_string", "is", "None", ":", "raise", ...	39	15.1
def write_spmatrix_to_sparse_tensor(file, array, labels=None): """Writes a scipy sparse matrix to a sparse tensor""" if not issparse(array): raise TypeError("Array must be sparse") # Validate shape of array and labels, resolve array and label types if not len(array.shape) == 2: raise V...	[ "def", "write_spmatrix_to_sparse_tensor", "(", "file", ",", "array", ",", "labels", "=", "None", ")", ":", "if", "not", "issparse", "(", "array", ")", ":", "raise", "TypeError", "(", "\"Array must be sparse\"", ")", "# Validate shape of array and labels, resolve array...	36.342105	20.157895

def get_app_volume_mounts(app_name, assembled_specs, test=False): """ This returns a list of formatted volume specs for an app. These mounts declared in the apps' spec and mounts declared in all lib specs the app depends on""" app_spec = assembled_specs['apps'][app_name] volumes = [get_command_files_vol...

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def setAutoRangeOn(self, axisNumber): """ Sets the auto-range of the axis on. :param axisNumber: 0 (X-axis), 1 (Y-axis), 2, (Both X and Y axes). """ setXYAxesAutoRangeOn(self, self.xAxisRangeCti, self.yAxisRangeCti, axisNumber)

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43.166667

21.166667

def ultimate_oscillator(close_data, low_data): """ Ultimate Oscillator. Formula: UO = 100 * ((4 * AVG7) + (2 * AVG14) + AVG28) / (4 + 2 + 1) """ a7 = 4 * average_7(close_data, low_data) a14 = 2 * average_14(close_data, low_data) a28 = average_28(close_data, low_data) uo = 100 * ((a7...

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def data(self, index, role=Qt.DisplayRole): """Return a model data element""" if not index.isValid(): return to_qvariant() if role == Qt.DisplayRole: return self._display_data(index) elif role == Qt.BackgroundColorRole: return to_qvariant(get_co...

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def execute(helper, config, args): """ Lists environments """ envs = config.get('app', {}).get('environments', []) out("Parsed environments:") for name, conf in list(envs.items()): out('\t'+name) envs = helper.get_environments() out("Deployed environments:") for env in envs: ...

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def _basename_in_blacklist_re(base_name, black_list_re): """Determines if the basename is matched in a regex blacklist :param str base_name: The basename of the file :param list black_list_re: A collection of regex patterns to match against. Successful matches are blacklisted. :returns: `True`...

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def get_stroke_features(recording, strokeid1, strokeid2): """Get the features used to decide if two strokes belong to the same symbol or not. Parameters ---------- recording : list A list of strokes strokeid1 : int strokeid2 : int Returns ------- list : A list o...

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def shelf(self, shelf=None): """ Defines a shelf to use for this recipe """ if shelf is None: self._shelf = Shelf({}) elif isinstance(shelf, Shelf): self._shelf = shelf elif isinstance(shelf, dict): self._shelf = Shelf(shelf) else: ...

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36.4

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def max_validator(max_value): """Return validator function that ensures upper bound of a number. Result validation function will validate the internal value of resource instance field with the ``value >= min_value`` check. Args: max_value: maximum value for new validator """ def valid...

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29.866667

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def decode(self, targets, encoder_outputs, attention_bias): """Generate logits for each value in the target sequence. Args: targets: target values for the output sequence. int tensor with shape [batch_size, target_length] encoder_outputs: continuous representation of input sequence. ...

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43.975

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def kill_running_submission(self, submissionid, user_check=True): """ Attempt to kill the remote job associated with this submission id. :param submissionid: :param user_check: Check if the current user owns this submission :return: True if the job was killed, False if an error occurred ...

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def kill(config, container, *args, **kwargs): ''' Kill a running container :type container: string :param container: The container id to kill :rtype: dict :returns: boolean ''' err = "Unknown" client = _get_client(config) try: dcontainer = _get_container_infos(config, c...

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def populate(self, priority, address, rtr, data): """ :return: None """ assert isinstance(data, bytes) self.needs_low_priority(priority) self.needs_no_rtr(rtr) self.needs_data(data, 3) self.set_attributes(priority, address, rtr) self._wday = data[0...

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30.583333

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def pypackable(name, pytype, format): """ Create a "mix-in" class with a python type and a Packable with the given struct format """ size, items = _formatinfo(format) return type(Packable)(name, (pytype, Packable), { '_format_': format, '_size_': size, '_items_': items, ...

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def get_json(self, path, watch=None): """Reads the data of the specified node and converts it to json.""" data, _ = self.get(path, watch) return load_json(data) if data else None

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49.75

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def _gen_next(self, history): """Generate next character sampled from the distribution of characters next. """ orig_history = history if not history: return helper.START history = history[-(self._n-1):] kv = [(k, v) for k, v in self._T.items(history) ...

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44.947368

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def update_system_numbers(self): """035 Externals.""" scn_035_fields = record_get_field_instances(self.record, '035') new_fields = [] for field in scn_035_fields: subs = field_get_subfields(field) if '9' in subs: if subs['9'][0].lower() == "cds" an...

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49.4

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def requestHistoricalData(self, contracts=None, resolution="1 min", lookback="1 D", data="TRADES", end_datetime=None, rth=False, csv_path=None, format_date=2, utc=False): """ Download to historical data https://www.interactivebrokers.com/en/software/api/apiguide/java/req...

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36.236842

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async def register(self, channel, event, callback): """Register a callback to ``channel_name`` and ``event``. A prefix will be added to the channel name if not already available or the prefix is an empty string :param channel: channel name :param event: event name :para...

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39.75

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def transfer_sanity_check( name, consensus_hash ): """ Verify that data for a transfer is valid. Return True on success Raise Exception on error """ if name is not None and (not is_b40( name ) or "+" in name or name.count(".") > 1): raise Exception("Name '%s' has non-base-38 characters" ...

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37.866667

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def get_comments(jam, ann): '''Get the metadata from a jam and an annotation, combined as a string. Parameters ---------- jam : JAMS The jams object ann : Annotation An annotation object Returns ------- comments : str The jam.file_metadata and ann.annotation_me...

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27.571429

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def add_section_break(self): """Return `w:sectPr` element for new section added at end of document. The last `w:sectPr` becomes the second-to-last, with the new `w:sectPr` being an exact clone of the previous one, except that all header and footer references are removed (and are therefo...

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59.47619

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def should_include_node( self, node: Union[FragmentSpreadNode, FieldNode, InlineFragmentNode] ) -> bool: """Check if node should be included Determines if a field should be included based on the @include and @skip directives, where @skip has higher precedence than @include. ...

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def dispatch(self, request, *args, **kwargs): """ Dispatches an incoming request. """ self.request = request self.args = args self.kwargs = kwargs response = self.check_permissions(request) if response: return response return super().dispatch(request, ...

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36.444444

11.444444

def drop_retention_policy(database, name, **client_args): ''' Drop a retention policy. database Name of the database for which the retention policy will be dropped. name Name of the retention policy to drop. CLI Example: .. code-block:: bash salt '*' influxdb.drop_re...

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21.75

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def main(): """ Install a package from pypi or gemfury :return: """ pypitools.common.setup_main() config = pypitools.common.ConfigData() module_name = os.path.basename(os.getcwd()) args = [] if config.use_sudo: args.extend([ 'sudo', '-H', ]) ...

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24.810811

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def replace_embedded(self,src_file,dst_file): """Replace one embdded object by another one into a docx This has been done mainly because it is not possible to add images in docx header/footer. With this function, put a dummy picture in your header/footer, then specify it with it...

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43.8125

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def _handle_update_msg(self, update_msg): """Extracts and processes new paths or withdrawals in given `update_msg`. Parameter: - `update_msg`: update message to process. - `valid_rts`: current valid/interesting rts to the application according to configurati...

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def mapsplice(job, job_vars): """ Maps RNA-Seq reads to a reference genome. job_vars: tuple Tuple of dictionaries: input_args and ids """ # Unpack variables input_args, ids = job_vars work_dir = job.fileStore.getLocalTempDir() cores = input_args['cpu_count'] sudo = input_args['s...

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def embedRasters(element, options): import base64 """ Converts raster references to inline images. NOTE: there are size limits to base64-encoding handling in browsers """ global _num_rasters_embedded href = element.getAttributeNS(NS['XLINK'], 'href') # if xlink:href is set, then gr...

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def parse_oxi_states(self, data): """ Parse oxidation states from data dictionary """ try: oxi_states = { data["_atom_type_symbol"][i]: str2float(data["_atom_type_oxidation_number"][i]) for i in range(len(data["_atom_type_sy...

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def ConsultarDepositosAcopio(self, sep="||"): "Retorna los depósitos de acopio pertenencientes al contribuyente" ret = self.client.consultarDepositosAcopio( auth={ 'token': self.Token, 'sign': self.Sign, 'cuit': self.Cuit, }...

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def read_frames(self, nframes, dtype=np.float64): """Read nframes frames of the file. :Parameters: nframes : int number of frames to read. dtype : numpy dtype dtype of the returned array containing read data (see note). Notes ----...

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def continue_object(self, workflow_object, restart_point='restart_task', task_offset=1, stop_on_halt=False): """Continue workflow for one given object from "restart_point". :param object: :param stop_on_halt: :param restart_point: can be one of: * res...

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def _assign_kwargs(self, kwargs): """ Assigns all keyword arguments to a given instance, raising an exception if one of the keywords is not already the name of a property. """ for k in kwargs: if not hasattr(self, k): raise AttributeError(k, 'Not valid for', self.__class__.__name...

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def print_graph(self, format=None, output=sys.stdout, depth=0, **kwargs): """ Print the graph for self's nodes. Args: format (str): output format (csv, json or text). output (file): file descriptor on which to write. depth (int): depth of the graph. "...

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def call(conn=None, call=None, kwargs=None): ''' Call function from shade. func function to call from shade.openstackcloud library CLI Example .. code-block:: bash salt-cloud -f call myopenstack func=list_images t sujksalt-cloud -f call myopenstack func=create_network na...

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def _find_dependant_trees(self, tree_obj): """ returns list of trees that are dependent_on given tree_obj """ dependant_trees = [] for tree_name, tree in self.trees.items(): if tree_obj in tree.dependent_on: dependant_trees.append(tree) return dependant_trees

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def next_state(self): """This is a method that will be called when the time remaining ends. The current state can be: roasting, cooling, idle, sleeping, connecting, or unkown.""" if(self.roaster.get_roaster_state() == 'roasting'): self.roaster.time_remaining = 20 ...

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def get_memory_map_xml(self): """! @brief Generate GDB memory map XML. """ root = ElementTree.Element('memory-map') for r in self._context.core.memory_map: # Look up the region type name. Regions default to ram if gdb doesn't # have a concept of the region type. ...

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def list_load_areas(self, session, mv_districts): """list load_areas (load areas) peak load from database for a single MV grid_district Parameters ---------- session : sqlalchemy.orm.session.Session Database session mv_districts: List of MV districts ...

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def label_for_lm(self, **kwargs): "A special labelling method for language models." self.__class__ = LMTextList kwargs['label_cls'] = LMLabelList return self.label_const(0, **kwargs)

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def update_role_config_group(resource_root, service_name, name, apigroup, cluster_name="default"): """ Update a role config group by name. @param resource_root: The root Resource object. @param service_name: Service name. @param name: Role config group name. @param apigroup: The updated role config grou...

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def to_yaml(obj): """ This function returns correct YAML representation of a UAVCAN structure (message, request, or response), or a DSDL entity (array or primitive), or a UAVCAN transfer, with comments for human benefit. Args: obj: Object to convert. Returns: Unicode string conta...

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def parallel_compute_ll_matrix(gp, bounds, num_pts, num_proc=None): """Compute matrix of the log likelihood over the parameter space in parallel. Parameters ---------- bounds : 2-tuple or list of 2-tuples with length equal to the number of free parameters Bounds on the range to use for each...

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def raw_command(netfn, command, bridge_request=None, data=(), retry=True, delay_xmit=None, **kwargs): ''' Send raw ipmi command This allows arbitrary IPMI bytes to be issued. This is commonly used for certain vendor specific commands. :param netfn: Net function number :param command: Command ...

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def _argsort_and_resolve_ties(time, random_state): """Like numpy.argsort, but resolves ties uniformly at random""" n_samples = len(time) order = numpy.argsort(time, kind="mergesort") i = 0 while i < n_samples - 1: inext = i + 1 while inext < n_samples and...

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def setitem(self, key, value): # type: (Any, Any, Any) -> Any '''Takes an object, a key, and a value and produces a new object that is a copy of the original but with ``value`` as the new value of ``key``. The following equality should hold for your definition: .. code-block:: python ...

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def ConvertToTemplate(self,visibility,description=None,password=None): """Converts existing server to a template. visibility is one of private or shared. >>> d = clc.v2.Datacenter() >>> clc.v2.Server(alias='BTDI',id='WA1BTDIAPI207').ConvertToTemplate("private","my template") 0 """ if visibility not in...

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41.1

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def set_room_name(self, name): """Return True if room name successfully changed.""" try: self.client.api.set_room_name(self.room_id, name) self.name = name return True except MatrixRequestError: return False

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def average_true_range_percent(close_data, period): """ Average True Range Percent. Formula: ATRP = (ATR / CLOSE) * 100 """ catch_errors.check_for_period_error(close_data, period) atrp = (atr(close_data, period) / np.array(close_data)) * 100 return atrp

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def get_profile(self, img_type, coordinate, num_points): ''' Extract a profile from (lat1,lon1) to (lat2,lon2) Args: img_type (str): Either lola or wac. coordinate (float,float,float,flaot): A tupple ``(lon0,lon1,lat0,lat1)`` with: - lon0: First ...

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def get_headers(data, extra_headers=None): ''' Takes the response data as well as any additional headers and returns a tuple of tuples of headers suitable for passing to start_response() ''' response_headers = { 'Content-Length': str(len(data)), } if extra_headers: response_...

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def assert_keys_have_values(self, caller, *keys): """Check that keys list are all in context and all have values. Args: *keys: Will check each of these keys in context caller: string. Calling function name - just used for informational messages Raise...

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def unpatch(*module_names): """undo :func:`patch`\es to standard library modules this function takes one or more module names and puts back their patched attributes to the standard library originals. valid arguments are the same as for :func:`patch`. with no arguments, undoes all monkeypatches th...

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def update(self, *args, **kw): ''' Update the dictionary with items and names:: (items, names, **kw) (dict, names, **kw) (MIDict, names, **kw) Optional positional argument ``names`` is only allowed when ``self.indices`` is empty (no indices are set y...

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def requires(self): """ This task's dependencies: * :py:class:`~.AggregateArtists` or * :py:class:`~.AggregateArtistsSpark` if :py:attr:`~/.Top10Artists.use_spark` is set. :return: object (:py:class:`luigi.task.Task`) """ if self.use_spark: return Ag...

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async def _wrap_ws(self, handler, *args, **kwargs): ''' wraps a handler by receiving a websocket request and returning a websocket response ''' try: method = self.request_method() # call the wrapped handler data = await handler(self, *args, **kwargs) statu...

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def send_message( self, request: str, response_expected: bool, **kwargs: Any ) -> Response: """ Transport the message to the server and return the response. Args: request: The JSON-RPC request string. response_expected: Whether the request expects a response....

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def clear_caches(): # suppress(unused-function) """Clear all caches.""" for _, reader in _spellchecker_cache.values(): reader.close() _spellchecker_cache.clear() _valid_words_cache.clear() _user_dictionary_cache.clear()

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def get_json(self): """Get the JSON stored on the usernotes wiki page. Returns a dict representation of the usernotes (with the notes BLOB decoded). Raises: RuntimeError if the usernotes version is incompatible with this version of puni. """ ...

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def update(self, z, R=None, UT=None, hx=None, **hx_args): """ Update the UKF with the given measurements. On return, self.x and self.P contain the new mean and covariance of the filter. Parameters ---------- z : numpy.array of shape (dim_z) measurement vecto...

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def get_pools(): """Get all pools.""" try: pools = pool_api.get_pools() except AirflowException as err: _log.error(err) response = jsonify(error="{}".format(err)) response.status_code = err.status_code return response else: return jsonify([p.to_json() for ...

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def is_valid_sse_object(sse): """ Validate the SSE object and type :param sse: SSE object defined. """ if sse and sse.type() != "SSE-C" and sse.type() != "SSE-KMS" and sse.type() != "SSE-S3": raise InvalidArgumentError("unsuported type of sse argument in put_object")

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def cal_v(self, p, temp, min_strain=0.3, max_strain=1.0): """ calculate unit-cell volume at given pressure and temperature :param p: pressure in GPa :param temp: temperature in K :param min_strain: minimum strain searched for volume root :param max_strain: maximum strain...

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def from_dict(cls, val): """Creates dict2 object from dict object Args: val (:obj:`dict`): Value to create from Returns: Equivalent dict2 object. """ if isinstance(val, dict2): return val elif isinstance(val, dict): res =...

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def write( stream_fragments, stream, normalize=True, book=None, sources=None, names=None, mappings=None): """ Given an iterable of stream fragments, write it to the stream object by using its write method. Returns a 3-tuple, where the first element is the mapping, second element is the ...

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def _load_file(self, f): """Get values from config file""" try: with open(f, 'r') as _fo: _seria_in = seria.load(_fo) _y = _seria_in.dump('yaml') except IOError: raise FiggypyError("could not open configuration file") self.values.up...

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def remove_from_pythonpath(self, path): """Remove path from project's PYTHONPATH Return True if path was removed, False if it was not found""" pathlist = self.get_pythonpath() if path in pathlist: pathlist.pop(pathlist.index(path)) self.set_pythonpath(pathli...

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def by_login(cls, session, login, local=True): """ Get a user from a given login. :param session: SQLAlchemy session :type session: :class:`sqlalchemy.Session` :param login: the user login :type login: unicode :return: the associated user :rtype: :class...

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def _in(field, value, document): """ Returns True if document[field] is in the interable value. If the supplied value is not an iterable, then a MalformedQueryException is raised """ try: values = iter(value) except TypeError: raise MalformedQueryException("'$in' must accept an i...

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33.363636

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def show_portindex_interface_info_input_all(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") show_portindex_interface_info = ET.Element("show_portindex_interface_info") config = show_portindex_interface_info input = ET.SubElement(show_portindex_in...

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def is_oriented(self): """ Returns whether or not the current box is rotated at all. """ if util.is_shape(self.primitive.transform, (4, 4)): return not np.allclose(self.primitive.transform[ 0:3, 0:3], np.eye(3)) else: ret...

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def dist(self,*args,**kwargs): """ NAME: dist PURPOSE: return distance from the observer INPUT: t - (optional) time at which to get dist (can be Quantity) obs=[X,Y,Z] - (optional) position of observer (in kpc; entries can be Quantity) ...

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def ip_access_control_lists(self): """ Access the ip_access_control_lists :returns: twilio.rest.trunking.v1.trunk.ip_access_control_list.IpAccessControlListList :rtype: twilio.rest.trunking.v1.trunk.ip_access_control_list.IpAccessControlListList """ if self._ip_access_co...

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def change_size_for_pane(self, pane, up=0, right=0, down=0, left=0): """ Increase the size of the current pane in any of the four directions. Positive values indicate an increase, negative values a decrease. """ assert isinstance(pane, Pane) def find_split_and_child(spli...

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def write_task_options(self, **kw): """ Write an options line for a task definition:: writer.write_task_options( start_time=time(12, 34, 56), task_time=timedelta(hours=1, minutes=45, seconds=12), waypoint_distance=False, dista...

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def _MultipleModulesFoundError(path, candidates): """Generates an error message to be used when multiple matches are found. Args: path: The breakpoint location path that the user provided. candidates: List of paths that match the user provided path. Must contain at least 2 entries (throws Assertion...

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def normalize_init_values(cls, release, species, server): """ Normalizes the arguments which uniquely specify an EnsemblRelease genome. """ release = check_release_number(release) species = check_species_object(species) return (release, species, server)

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def use_kwargs(args, locations=None, inherit=None, apply=None, **kwargs): """Inject keyword arguments from the specified webargs arguments into the decorated view function. Usage: .. code-block:: python from marshmallow import fields @use_kwargs({'name': fields.Str(), 'category': fie...

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def printoptions(): '''print paver options. Prettified by json. `long_description` is removed ''' x = json.dumps(environment.options, indent=4, sort_keys=True, skipkeys=True, cls=MyEncoder) print(x)

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def set_texture(self, name, value): """ Set a texture sampler. Value is the id of the texture to link. """ if not self._linked: raise RuntimeError('Cannot set uniform when program has no code') # Get handle for the uniform, first try cache handle = self._handles.get(n...

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def notify_ar_retract(self, sample): """Sends an email notification to sample's client contact if the sample passed in has a retest associated """ retest = sample.getRetest() if not retest: logger.warn("No retest found for {}. And it should!" ....

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def register(self, schema): """Register input schema class. When registering a schema, all inner schemas are registered as well. :param Schema schema: schema to register. :return: old registered schema. :rtype: type """ result = None uuid = schema.uuid ...

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def is_valid_consumer(request): """ Validate the client for view/resource access with the given key The client is authorized to access the view: - if there is a `Consumer` with the client's *IP* that is explicitly allowed to use the given key, - if there is no `Consumer` with a differen...

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def view_class2(self, fatherid=''): ''' Publishing from 2ed range category. ''' if self.is_admin(): pass else: return False kwd = {'class1str': self.format_class2(fatherid), 'parentid': '0', 'parentlist': MCategory.g...

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def bin_data(data, dim = 40, num_bins = 10): """ Fully bins the data generated by generate_data, using generate_RF_bins and bin_number. """ intervals = generate_RF_bins(data, dim, num_bins) binned_data = [numpy.concatenate([bin_number(data[x][i], intervals[i]) for i in range(len(data[x]))]) for x in r...

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def load_ccd_data_from_fits(image_path, pixel_scale, image_hdu=0, resized_ccd_shape=None, resized_ccd_origin_pixels=None, resized_ccd_origin_arcsec=None, psf_path=None, psf_hdu=0, resized_psf_shape=None, renormalize_psf=True, ...

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def _SkipFieldValue(tokenizer): """Skips over a field value. Args: tokenizer: A tokenizer to parse the field name and values. Raises: ParseError: In case an invalid field value is found. """ # String/bytes tokens can come in multiple adjacent string literals. # If we can consume one, consume as ma...

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def build_parser(line): # type: (Text) -> optparse.OptionParser """ Return a parser for parsing requirement lines """ parser = optparse.OptionParser(add_help_option=False) option_factories = SUPPORTED_OPTIONS + SUPPORTED_OPTIONS_REQ for option_factory in option_factories: option = o...

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def decorator(cls, candidate, *exp_args, **exp_kwargs): ''' Decorate a control function in order to conduct an experiment when called. :param callable candidate: your candidate function :param iterable exp_args: positional arguments passed to :class:`Experiment` :param dict exp_...

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def list_dir(self): """ Non-recursive file listing. :returns: A generator over files in this "directory" for efficiency. """ bucket = self.s3_object.Bucket() prefix = self.s3_object.key if not prefix.endswith('/'): prefix += '/' for obj in bucket.object...

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def identify_imagesize(self, image_type, image_path='/tmp/img.'): """ Identify the image size using the data location and other parameters """ dims = () try: if (image_type.lower() == 'png'): dims = np.shape(ndpng.load('{}{}'.format( ...

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def exec_func_src(func, globals_=None, locals_=None, key_list=None, sentinal=None, update=None, keys=None, verbose=False, start=None, stop=None): """ execs a func and returns requested local vars. Does not modify globals unless update=True (or in IPython) SeeAlso: ...

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def parse_line(self, line: str) -> PriceModel: """ Parse a CSV line into a price element """ line = line.rstrip() parts = line.split(',') result = PriceModel() # symbol result.symbol = self.translate_symbol(parts[0]) # value result.value = Decimal(parts...

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def _add_genotype_calls(self, variant_obj, variant_line, case_obj): """Add the genotype calls for the variant Args: variant_obj (puzzle.models.Variant) variant_dict (dict): A variant dictionary case_obj (puzzle.models.Case) """ variant_line = variant...

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def _set_history(self, history): """ Replace the current history with a sequence of history items. """ self._history = list(history) self._history_edits = {} self._history_index = len(self._history)

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def _mark_master_dead(self, master): ''' Mark a master as dead. This will start the sign-in routine ''' # if its connected, mark it dead if self._syndics[master].done(): syndic = self._syndics[master].result() # pylint: disable=no-member self._syndics[mas...

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def attack_selection(attack_string): """ Selects the Attack Class using string input. :param attack_string: adversarial attack name in string format :return: attack class defined in cleverhans.attacks_eager """ # List of Implemented attacks attacks_list = AVAILABLE_ATTACKS.keys() # Checking for reque...

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def write_spmatrix_to_sparse_tensor(file, array, labels=None): """Writes a scipy sparse matrix to a sparse tensor""" if not issparse(array): raise TypeError("Array must be sparse") # Validate shape of array and labels, resolve array and label types if not len(array.shape) == 2: raise V...

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