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_serialize_func(self, name, spec): """ Return the function that is used for serialization. """ func = getattr(self, 'serialize_' + name, None) if func: # this factory has a special serializer function for this field return func func = getattr(spec.fields[n...	[ "def", "_get_serialize_func", "(", "self", ",", "name", ",", "spec", ")", ":", "func", "=", "getattr", "(", "self", ",", "'serialize_'", "+", "name", ",", "None", ")", "if", "func", ":", "# this factory has a special serializer function for this field", "return", ...	42.8	16.5
def contribute_to_class(self, cls, name, **kwargs): """ Called at class type creation. So, this method is called, when metaclasses get created """ # TODO: Apply 3 edge cases when not to create an intermediary model # specified in django.db.models.fields.related:1566 ...	[ "def", "contribute_to_class", "(", "self", ",", "cls", ",", "name", ",", "", "", "kwargs", ")", ":", "# TODO: Apply 3 edge cases when not to create an intermediary model", "# specified in django.db.models.fields.related:1566", "# self.rel.through needs to be set prior to calling su...	48.9375	18.375
def appendBlocks(self, blocks): ''' appendBlocks - Append blocks to this element. A block can be a string (text node), or an AdvancedTag (tag node) @param blocks list<str/AdvancedTag> - A list, in order to append, of blocks to add. @return - #blocks NOTE: To ad...	[ "def", "appendBlocks", "(", "self", ",", "blocks", ")", ":", "for", "block", "in", "blocks", ":", "if", "isinstance", "(", "block", ",", "AdvancedTag", ")", ":", "self", ".", "appendNode", "(", "block", ")", "else", ":", "self", ".", "appendText", "(",...	36.055556	28.944444
def correspondence(soup): """ Find the corresp tags included in author-notes for primary correspondence """ correspondence = [] author_notes_nodes = raw_parser.author_notes(soup) if author_notes_nodes: corresp_nodes = raw_parser.corresp(author_notes_nodes) for tag in corres...	[ "def", "correspondence", "(", "soup", ")", ":", "correspondence", "=", "[", "]", "author_notes_nodes", "=", "raw_parser", ".", "author_notes", "(", "soup", ")", "if", "author_notes_nodes", ":", "corresp_nodes", "=", "raw_parser", ".", "corresp", "(", "author_not...	25.666667	16.466667
def _neighbors(coordinate, radius): """ Returns coordinates around given coordinate, within given radius. Includes given coordinate. @param coordinate (numpy.array) N-dimensional integer coordinate @param radius (int) Radius around `coordinate` @return (numpy.array) List of coordinates """...	[ "def", "_neighbors", "(", "coordinate", ",", "radius", ")", ":", "ranges", "=", "(", "xrange", "(", "n", "-", "radius", ",", "n", "+", "radius", "+", "1", ")", "for", "n", "in", "coordinate", ".", "tolist", "(", ")", ")", "return", "numpy", ".", ...	36.583333	17.916667
def _parse(self, threshold): """ internal threshold string parser arguments: threshold: string describing the threshold """ match = re.search(r'^(@?)((~\|\d):)?(\d)$', threshold) if not match: raise ValueError('Error parsing Threshold: {0}'.form...	[ "def", "_parse", "(", "self", ",", "threshold", ")", ":", "match", "=", "re", ".", "search", "(", "r'^(@?)((~\|\\d):)?(\\d)$'", ",", "threshold", ")", "if", "not", "match", ":", "raise", "ValueError", "(", "'Error parsing Threshold: {0}'", ".", "format", "(",...	27.275862	17.896552
def _vgg16_data_prep(batch): """ Takes images scaled to [0, 1] and returns them appropriately scaled and mean-subtracted for VGG-16 """ from mxnet import nd mean = nd.array([123.68, 116.779, 103.939], ctx=batch.context) return nd.broadcast_sub(255 * batch, mean.reshape((-1, 1, 1)))	[ "def", "_vgg16_data_prep", "(", "batch", ")", ":", "from", "mxnet", "import", "nd", "mean", "=", "nd", ".", "array", "(", "[", "123.68", ",", "116.779", ",", "103.939", "]", ",", "ctx", "=", "batch", ".", "context", ")", "return", "nd", ".", "broadca...	37.875	15.625
def _read_state_variables(self): """ Reads the stateVariable information from the xml-file. The information we like to extract are name and dataType so we can assign them later on to FritzActionArgument-instances. Returns a dictionary: key:value = name:dataType """ ...	[ "def", "_read_state_variables", "(", "self", ")", ":", "nodes", "=", "self", ".", "root", ".", "iterfind", "(", "'.//ns:stateVariable'", ",", "namespaces", "=", "{", "'ns'", ":", "self", ".", "namespace", "}", ")", "for", "node", "in", "nodes", ":", "key...	46	14.615385
def _has_valid_catchup_replies(self, seq_no: int, txns_to_process: List[Tuple[int, Any]]) -> Tuple[bool, str, int]: """ Transforms transactions for ledger! Returns: Whether catchup reply corresponding to seq_no Name of node from which txns came Number of tran...	[ "def", "_has_valid_catchup_replies", "(", "self", ",", "seq_no", ":", "int", ",", "txns_to_process", ":", "List", "[", "Tuple", "[", "int", ",", "Any", "]", "]", ")", "->", "Tuple", "[", "bool", ",", "str", ",", "int", "]", ":", "# TODO: Remove after sto...	42.826923	22.75
def rooms_clean_history(self, room_id, latest, oldest, **kwargs): """Cleans up a room, removing messages from the provided time range.""" return self.__call_api_post('rooms.cleanHistory', roomId=room_id, latest=latest, oldest=oldest, kwargs=kwargs)	[ "def", "rooms_clean_history", "(", "self", ",", "room_id", ",", "latest", ",", "oldest", ",", "", "", "kwargs", ")", ":", "return", "self", ".", "__call_api_post", "(", "'rooms.cleanHistory'", ",", "roomId", "=", "room_id", ",", "latest", "=", "latest", ...	87.333333	34.333333
def add_abbreviation(self, new_abbreviation): """ Adds a new name variant to an author. :param new_abbreviation: the abbreviation to be added :return: `True` if the abbreviation is added, `False` otherwise (the abbreviation is a duplicate) """ try: assert new...	[ "def", "add_abbreviation", "(", "self", ",", "new_abbreviation", ")", ":", "try", ":", "assert", "new_abbreviation", "not", "in", "self", ".", "get_abbreviations", "(", ")", "except", "Exception", "as", "e", ":", "# TODO: raise a custom exception", "logger", ".", ...	52.333333	28.333333
def add_magic_table_from_data(self, dtype, data): """ Add a MagIC table to the contribution from a data list Parameters ---------- dtype : str MagIC table type, i.e. 'specimens' data : list of dicts data list with format [{'key1': 'val1', ...}, {'...	[ "def", "add_magic_table_from_data", "(", "self", ",", "dtype", ",", "data", ")", ":", "self", ".", "tables", "[", "dtype", "]", "=", "MagicDataFrame", "(", "dtype", "=", "dtype", ",", "data", "=", "data", ")", "if", "dtype", "==", "'measurements'", ":", ...	36.333333	16.466667
def visit_FunctionCall(self, node): """Visitor for `FunctionCall` AST node.""" call = self.memory[node.identifier.name]._node args = [self.visit(parameter) for parameter in node.parameters] if isinstance(call, AST): current_scope = self.memory.stack.current.current ...	[ "def", "visit_FunctionCall", "(", "self", ",", "node", ")", ":", "call", "=", "self", ".", "memory", "[", "node", ".", "identifier", ".", "name", "]", ".", "_node", "args", "=", "[", "self", ".", "visit", "(", "parameter", ")", "for", "parameter", "i...	33.961538	16.038462
def ascii_tree(self, no_types: bool = False, val_count: bool = False) -> str: """Generate ASCII art representation of the schema tree. Args: no_types: Suppress output of data type info. val_count: Show accumulated validation counts. Returns: String with the ...	[ "def", "ascii_tree", "(", "self", ",", "no_types", ":", "bool", "=", "False", ",", "val_count", ":", "bool", "=", "False", ")", "->", "str", ":", "return", "self", ".", "schema", ".", "_ascii_tree", "(", "\"\"", ",", "no_types", ",", "val_count", ")" ]	36.090909	20.545455
def _update_targets(vesseldicts, environment_dict): """ <Purpose> Connects to the nodes in the vesseldicts and adds them to the list of valid targets. <Arguments> vesseldicts: A list of vesseldicts obtained through SeattleClearinghouseClient calls. <Side Effects> All valid targ...	[ "def", "_update_targets", "(", "vesseldicts", ",", "environment_dict", ")", ":", "# Compile a list of the nodes that we need to check", "nodelist", "=", "[", "]", "for", "vesseldict", "in", "vesseldicts", ":", "nodeip_port", "=", "vesseldict", "[", "'node_ip'", "]", "...	28.278689	21.491803
def partial_regardless(self, fn, a, kw): """Like `partial`, but applies if callable is not annotated.""" if self.has_annotations(fn): return self.partial(fn, a, *kw) else: return functools.partial(fn, a, **kw)	[ "def", "partial_regardless", "(", "self", ",", "fn", ",", "", "a", ",", "", "", "kw", ")", ":", "if", "self", ".", "has_annotations", "(", "fn", ")", ":", "return", "self", ".", "partial", "(", "fn", ",", "", "a", ",", "", "", "kw", ")", ...	43	8.166667
def run(request, callable, args, kwargs): '''Execute a python callable.''' return callable(request.actor, args, **kwargs)	[ "def", "run", "(", "request", ",", "callable", ",", "", "args", ",", "", "", "kwargs", ")", ":", "return", "callable", "(", "request", ".", "actor", ",", "", "args", ",", "", "", "kwargs", ")" ]	44.333333	5.666667
def post(self, url, params={}, files=None): """ Issues a POST request against the API, allows for multipart data uploads :param url: a string, the url you are requesting :param params: a dict, the key-value of all the parameters needed in the request :para...	[ "def", "post", "(", "self", ",", "url", ",", "params", "=", "{", "}", ",", "files", "=", "None", ")", ":", "params", ".", "update", "(", "{", "'api_key'", ":", "self", ".", "api_key", "}", ")", "try", ":", "response", "=", "requests", ".", "post"...	40.588235	17.411765
def set_terminate_listeners(stream): """Die on SIGTERM or SIGINT""" def stop(signum, frame): terminate(stream.listener) # Installs signal handlers for handling SIGINT and SIGTERM # gracefully. signal.signal(signal.SIGINT, stop) signal.signal(signal.SIGTERM, stop)	[ "def", "set_terminate_listeners", "(", "stream", ")", ":", "def", "stop", "(", "signum", ",", "frame", ")", ":", "terminate", "(", "stream", ".", "listener", ")", "# Installs signal handlers for handling SIGINT and SIGTERM", "# gracefully.", "signal", ".", "signal", ...	28.8	15
def update_product_set( self, product_set, location=None, product_set_id=None, update_mask=None, project_id=None, retry=None, timeout=None, metadata=None, ): """ For the documentation see: :class:`~airflow.contrib.operat...	[ "def", "update_product_set", "(", "self", ",", "product_set", ",", "location", "=", "None", ",", "product_set_id", "=", "None", ",", "update_mask", "=", "None", ",", "project_id", "=", "None", ",", "retry", "=", "None", ",", "timeout", "=", "None", ",", ...	37.076923	22
def read_namespaced_replication_controller_dummy_scale(self, name, namespace, **kwargs): # noqa: E501 """read_namespaced_replication_controller_dummy_scale # noqa: E501 read scale of the specified ReplicationControllerDummy # noqa: E501 This method makes a synchronous HTTP request by default...	[ "def", "read_namespaced_replication_controller_dummy_scale", "(", "self", ",", "name", ",", "namespace", ",", "", "", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async_req'",...	57.086957	29.695652
def guess_mime_file_mime (file_prog, filename): """Determine MIME type of filename with file(1) and --mime option. @return: tuple (mime, encoding) """ mime, encoding = None, None cmd = [file_prog, "--brief", "--mime-type", filename] try: mime = backtick(cmd).strip() except OSError: ...	[ "def", "guess_mime_file_mime", "(", "file_prog", ",", "filename", ")", ":", "mime", ",", "encoding", "=", "None", ",", "None", "cmd", "=", "[", "file_prog", ",", "\"--brief\"", ",", "\"--mime-type\"", ",", "filename", "]", "try", ":", "mime", "=", "backtic...	33.714286	11.5
def select_best_candidate(candidate_models): """ Select and return the best candidate model based on r-squared and qualification. Parameters ---------- candidate_models : :any:`list` of :any:`eemeter.CalTRACKUsagePerDayCandidateModel` Candidate models to select from. Returns ------...	[ "def", "select_best_candidate", "(", "candidate_models", ")", ":", "best_r_squared_adj", "=", "-", "np", ".", "inf", "best_candidate", "=", "None", "# CalTrack 3.4.3.3", "for", "candidate", "in", "candidate_models", ":", "if", "(", "candidate", ".", "status", "=="...	35.113636	23.613636
def block_username(username): """ given the username block it. """ if not username: # no reason to continue when there is no username return if config.DISABLE_USERNAME_LOCKOUT: # no need to block, we disabled it. return key = get_username_blocked_cache_key(username) i...	[ "def", "block_username", "(", "username", ")", ":", "if", "not", "username", ":", "# no reason to continue when there is no username", "return", "if", "config", ".", "DISABLE_USERNAME_LOCKOUT", ":", "# no need to block, we disabled it.", "return", "key", "=", "get_username_...	34.5	12.785714
def fill_login_form(self, username, username_field, user_password, user_password_field): """Fills form with login info :param username: user login :param username_field: name of field to fill with username :param user_password: login password :param user_...	[ "def", "fill_login_form", "(", "self", ",", "username", ",", "username_field", ",", "user_password", ",", "user_password_field", ")", ":", "self", ".", "fill_form_field", "(", "username_field", ",", "username", ")", "# set username", "self", ".", "fill_form_field", ...	46.727273	17.818182
def _is_actual_elif(self, node): """Check if the given node is an actual elif This is a problem we're having with the builtin ast module, which splits `elif` branches into a separate if statement. Unfortunately we need to know the exact type in certain cases. """ ...	[ "def", "_is_actual_elif", "(", "self", ",", "node", ")", ":", "if", "isinstance", "(", "node", ".", "parent", ",", "astroid", ".", "If", ")", ":", "orelse", "=", "node", ".", "parent", ".", "orelse", "# current if node must directly follow an \"else\"", "if", ...	40.666667	15.666667
def MAU(self): '''Result of preconditioned operator to deflation space, i.e., :math:`MM_lAM_rU`.''' if self._MAU is None: self._MAU = self.linear_system.M * self.AU return self._MAU	[ "def", "MAU", "(", "self", ")", ":", "if", "self", ".", "_MAU", "is", "None", ":", "self", ".", "_MAU", "=", "self", ".", "linear_system", ".", "M", "*", "self", ".", "AU", "return", "self", ".", "_MAU" ]	36.666667	18
def box_score(game_id): """Gets the box score information for the game with matching id.""" # get data data = mlbgame.data.get_box_score(game_id) # parse data parsed = etree.parse(data) root = parsed.getroot() linescore = root.find('linescore') result = dict() result['game_id'] = gam...	[ "def", "box_score", "(", "game_id", ")", ":", "# get data", "data", "=", "mlbgame", ".", "data", ".", "get_box_score", "(", "game_id", ")", "# parse data", "parsed", "=", "etree", ".", "parse", "(", "data", ")", "root", "=", "parsed", ".", "getroot", "("...	34.529412	12.352941
def render_template(template_in, file_out, context): """ _render_template_ Render a single template file, using the context provided and write the file out to the location specified #TODO: verify the template is completely rendered, no missing values """ renderer = pystache.Rendere...	[ "def", "render_template", "(", "template_in", ",", "file_out", ",", "context", ")", ":", "renderer", "=", "pystache", ".", "Renderer", "(", ")", "result", "=", "renderer", ".", "render_path", "(", "template_in", ",", "context", ")", "with", "open", "(", "f...	32.235294	16.941176
def visit_keyword(self, node): """return an astroid.Keyword node as string""" if node.arg is None: return "**%s" % node.value.accept(self) return "%s=%s" % (node.arg, node.value.accept(self))	[ "def", "visit_keyword", "(", "self", ",", "node", ")", ":", "if", "node", ".", "arg", "is", "None", ":", "return", "\"**%s\"", "%", "node", ".", "value", ".", "accept", "(", "self", ")", "return", "\"%s=%s\"", "%", "(", "node", ".", "arg", ",", "no...	44.6	10.6
def get_lead(self, lead_id): """ Get a specific lead saved on your account. :param lead_id: Id of the lead to search. Must be defined. :return: Lead found as a dict. """ params = self.base_params endpoint = self.base_endpoint.format('leads/' + str(lead_id)) ...	[ "def", "get_lead", "(", "self", ",", "lead_id", ")", ":", "params", "=", "self", ".", "base_params", "endpoint", "=", "self", ".", "base_endpoint", ".", "format", "(", "'leads/'", "+", "str", "(", "lead_id", ")", ")", "return", "self", ".", "_query_hunte...	27.461538	19.769231
def obspy_3d_plot(inventory, catalog, size=(10.5, 7.5), **kwargs): """ Plot obspy Inventory and obspy Catalog classes in three dimensions. :type inventory: obspy.core.inventory.inventory.Inventory :param inventory: Obspy inventory class containing station metadata :type catalog: obspy.core.event.ca...	[ "def", "obspy_3d_plot", "(", "inventory", ",", "catalog", ",", "size", "=", "(", "10.5", ",", "7.5", ")", ",", "", "", "kwargs", ")", ":", "nodes", "=", "[", "]", "for", "ev", "in", "catalog", ":", "nodes", ".", "append", "(", "(", "ev", ".", ...	42.268657	20.835821
def post(self): """ Post processing for solved systems. Store load, generation data on buses. Store reactive power generation on PVs and slack generators. Calculate series flows and area flows. Returns ------- None """ if not self.solved:...	[ "def", "post", "(", "self", ")", ":", "if", "not", "self", ".", "solved", ":", "return", "system", "=", "self", ".", "system", "exec", "(", "system", ".", "call", ".", "pfload", ")", "system", ".", "Bus", ".", "Pl", "=", "system", ".", "dae", "."...	26.382353	18.970588
def prompt_yn(stmt): '''Prints the statement stmt to the terminal and wait for a Y or N answer. Returns True for 'Y', False for 'N'.''' print(stmt) answer = '' while answer not in ['Y', 'N']: sys.stdout.write("$ ") answer = sys.stdin.readline().upper().strip() return answer ==...	[ "def", "prompt_yn", "(", "stmt", ")", ":", "print", "(", "stmt", ")", "answer", "=", "''", "while", "answer", "not", "in", "[", "'Y'", ",", "'N'", "]", ":", "sys", ".", "stdout", ".", "write", "(", "\"$ \"", ")", "answer", "=", "sys", ".", "stdin...	35.111111	17.555556
def draw_rect(setter, x, y, w, h, color=None, aa=False): """Draw rectangle with top-left corner at x,y, width w and height h""" _draw_fast_hline(setter, x, y, w, color, aa) _draw_fast_hline(setter, x, y + h - 1, w, color, aa) _draw_fast_vline(setter, x, y, h, color, aa) _draw_fast_vline(setter, x + ...	[ "def", "draw_rect", "(", "setter", ",", "x", ",", "y", ",", "w", ",", "h", ",", "color", "=", "None", ",", "aa", "=", "False", ")", ":", "_draw_fast_hline", "(", "setter", ",", "x", ",", "y", ",", "w", ",", "color", ",", "aa", ")", "_draw_fast_...	56.333333	10.666667
def preorder_iter(expression): """Iterate over the expression in preorder.""" yield expression if isinstance(expression, Operation): for operand in op_iter(expression): yield from preorder_iter(operand)	[ "def", "preorder_iter", "(", "expression", ")", ":", "yield", "expression", "if", "isinstance", "(", "expression", ",", "Operation", ")", ":", "for", "operand", "in", "op_iter", "(", "expression", ")", ":", "yield", "from", "preorder_iter", "(", "operand", "...	38.166667	6.5
def _start_payloads(self): """Start all queued payloads""" with self._lock: payloads = self._payloads.copy() self._payloads.clear() for subroutine in payloads: thread = CapturingThread(target=subroutine) thread.start() self._threads.add...	[ "def", "_start_payloads", "(", "self", ")", ":", "with", "self", ".", "_lock", ":", "payloads", "=", "self", ".", "_payloads", ".", "copy", "(", ")", "self", ".", "_payloads", ".", "clear", "(", ")", "for", "subroutine", "in", "payloads", ":", "thread"...	36.272727	10.363636
def make_dataloader(data_train, data_val, data_test, args, use_average_length=False, num_shards=0, num_workers=8): """Create data loaders for training/validation/test.""" data_train_lengths = get_data_lengths(data_train) data_val_lengths = get_data_lengths(data_val) data_test_lengths...	[ "def", "make_dataloader", "(", "data_train", ",", "data_val", ",", "data_test", ",", "args", ",", "use_average_length", "=", "False", ",", "num_shards", "=", "0", ",", "num_workers", "=", "8", ")", ":", "data_train_lengths", "=", "get_data_lengths", "(", "data...	67.216667	29.6
def codes_get_api_version(): """ Get the API version. Returns the version of the API as a string in the format "major.minor.revision". """ ver = lib.codes_get_api_version() patch = ver % 100 ver = ver // 100 minor = ver % 100 major = ver // 100 return "%d.%d.%d" % (major, minor...	[ "def", "codes_get_api_version", "(", ")", ":", "ver", "=", "lib", ".", "codes_get_api_version", "(", ")", "patch", "=", "ver", "%", "100", "ver", "=", "ver", "//", "100", "minor", "=", "ver", "%", "100", "major", "=", "ver", "//", "100", "return", "\...	24.307692	18.153846
def soft_kill(jid, state_id=None): ''' Set up a state run to die before executing the given state id, this instructs a running state to safely exit at a given state id. This needs to pass in the jid of the running state. If a state_id is not passed then the jid referenced will be safely exited a...	[ "def", "soft_kill", "(", "jid", ",", "state_id", "=", "None", ")", ":", "minion", "=", "salt", ".", "minion", ".", "MasterMinion", "(", "__opts__", ")", "minion", ".", "functions", "[", "'state.soft_kill'", "]", "(", "jid", ",", "state_id", ")" ]	46	20.4
def write_multiple_registers(self, regs_addr, regs_value): """Modbus function WRITE_MULTIPLE_REGISTERS (0x10) :param regs_addr: registers address (0 to 65535) :type regs_addr: int :param regs_value: registers values to write :type regs_value: list :returns: True if write...	[ "def", "write_multiple_registers", "(", "self", ",", "regs_addr", ",", "regs_value", ")", ":", "# number of registers to write", "regs_nb", "=", "len", "(", "regs_value", ")", "# check params", "if", "not", "(", "0x0000", "<=", "int", "(", "regs_addr", ")", "<="...	39.45614	15.964912
def nvmlDeviceGetPowerManagementMode(handle): r""" /** * This API has been deprecated. * * Retrieves the power management mode associated with this device. * * For products from the Fermi family. * - Requires \a NVML_INFOROM_POWER version 3.0 or higher. * * For from t...	[ "def", "nvmlDeviceGetPowerManagementMode", "(", "handle", ")", ":", "c_pcapMode", "=", "_nvmlEnableState_t", "(", ")", "fn", "=", "_nvmlGetFunctionPointer", "(", "\"nvmlDeviceGetPowerManagementMode\"", ")", "ret", "=", "fn", "(", "handle", ",", "byref", "(", "c_pcap...	48.891892	29.72973
def update_variables(func): """ Use this decorator on Step.action implementation. Your action method should always return variables, or both variables and output. This decorator will update variables with output. """ @wraps(func) def wrapper(self, args, *kwargs): result = f...	[ "def", "update_variables", "(", "func", ")", ":", "@", "wraps", "(", "func", ")", "def", "wrapper", "(", "self", ",", "", "args", ",", "", "", "kwargs", ")", ":", "result", "=", "func", "(", "self", ",", "", "args", ",", "", "", "kwargs", ...	25.55	18.85
def fit(pointlist): ''' Parameters pointlist [[x0,y0], [x1,y1], [x2,y2], ...] Points [None, None] are allowed but ignored. ''' # Separate x and y and clear Nones is_num = lambda x: isinstance(x, Number) pick_x = lambda x: x[0] pick_y = lambda x: x[1] xs =...	[ "def", "fit", "(", "pointlist", ")", ":", "# Separate x and y and clear Nones", "is_num", "=", "lambda", "x", ":", "isinstance", "(", "x", ",", "Number", ")", "pick_x", "=", "lambda", "x", ":", "x", "[", "0", "]", "pick_y", "=", "lambda", "x", ":", "x"...	28.125	17.75
def connection_lost(self, exception): """Called when the connection is lost or closed. The argument is either an exception object or None. The latter means a regular EOF is received, or the connection was aborted or closed by this side of the connection. """ if exception...	[ "def", "connection_lost", "(", "self", ",", "exception", ")", ":", "if", "exception", ":", "self", ".", "logger", ".", "exception", "(", "'Connection lost!'", ")", "else", ":", "self", ".", "logger", ".", "info", "(", "'Connection lost'", ")" ]	38.818182	16.909091
def collect_conflicts_within( context: ValidationContext, conflicts: List[Conflict], cached_fields_and_fragment_names: Dict, compared_fragment_pairs: "PairSet", field_map: NodeAndDefCollection, ) -> None: """Collect all Conflicts "within" one collection of fields.""" # A field map is a keyed...	[ "def", "collect_conflicts_within", "(", "context", ":", "ValidationContext", ",", "conflicts", ":", "List", "[", "Conflict", "]", ",", "cached_fields_and_fragment_names", ":", "Dict", ",", "compared_fragment_pairs", ":", "\"PairSet\"", ",", "field_map", ":", "NodeAndD...	45.83871	15.83871
def simple_cythonize(src, destdir=None, cwd=None, logger=None, full_module_name=None, only_update=False, **cy_kwargs): """ Generates a C file from a Cython source file. Parameters ---------- src: path string path to Cython source destdir: path s...	[ "def", "simple_cythonize", "(", "src", ",", "destdir", "=", "None", ",", "cwd", "=", "None", ",", "logger", "=", "None", ",", "full_module_name", "=", "None", ",", "only_update", "=", "False", ",", "", "", "cy_kwargs", ")", ":", "from", "Cython", "."...	32.591549	17.943662
def _get(self, url, params=None): """Used by every other method, it makes a GET request with the given params. Args: url (str): relative path of a specific service (account_info, ...). params (:obj:`dict`, optional): contains parameters to be sent in the GET request. Re...	[ "def", "_get", "(", "self", ",", "url", ",", "params", "=", "None", ")", ":", "if", "not", "params", ":", "params", "=", "{", "}", "params", ".", "update", "(", "{", "'login'", ":", "self", ".", "login", ",", "'key'", ":", "self", ".", "key", "...	32.631579	26.894737
def recv_all_filtered(self, keycheck, tab_key, timeout=0.5): ''' Receive a all messages matching a filter, using the callable `keycheck` to filter received messages for content. This function will ALWAY block for at least `timeout` seconds. If chromium is for some reason continuously streaming responses, ...	[ "def", "recv_all_filtered", "(", "self", ",", "keycheck", ",", "tab_key", ",", "timeout", "=", "0.5", ")", ":", "self", ".", "__check_open_socket", "(", "tab_key", ")", "# First, check if the message has already been received.", "ret", "=", "[", "tmp", "for", "tmp...	31.270833	28.729167
def _get_model_objs_to_sync(model_ids_to_sync, model_objs_map, sync_all): """ Given the model IDs to sync, fetch all model objects to sync """ model_objs_to_sync = {} for ctype, model_ids_to_sync_for_ctype in model_ids_to_sync.items(): model_qset = entity_registry.entity_registry.get(ctype.m...	[ "def", "_get_model_objs_to_sync", "(", "model_ids_to_sync", ",", "model_objs_map", ",", "sync_all", ")", ":", "model_objs_to_sync", "=", "{", "}", "for", "ctype", ",", "model_ids_to_sync_for_ctype", "in", "model_ids_to_sync", ".", "items", "(", ")", ":", "model_qset...	40	25.875
def generate_clickable_map(self): # type: () -> unicode """Generate clickable map tags if clickable item exists. If not exists, this only returns empty string. """ if self.clickable: return '\n'.join([self.content[0]] + self.clickable + [self.content[-1]]) el...	[ "def", "generate_clickable_map", "(", "self", ")", ":", "# type: () -> unicode", "if", "self", ".", "clickable", ":", "return", "'\\n'", ".", "join", "(", "[", "self", ".", "content", "[", "0", "]", "]", "+", "self", ".", "clickable", "+", "[", "self", ...	33.6	17.7
def terms(cls, tags, minimum_match=None): ''' A query that match on any (configurable) of the provided terms. This is a simpler syntax query for using a bool query with several term queries in the should clauses. For example: { "terms" : { "tags" : [ "blue", "pill" ]...	[ "def", "terms", "(", "cls", ",", "tags", ",", "minimum_match", "=", "None", ")", ":", "instance", "=", "cls", "(", "terms", "=", "{", "'tags'", ":", "tags", "}", ")", "if", "minimum_match", "is", "not", "None", ":", "instance", "[", "'terms'", "]", ...	38.642857	26.785714
def load_data(self, table_name, obj, database=None, **kwargs): """ Wraps the LOAD DATA DDL statement. Loads data into an MapD table by physically moving data files. Parameters ---------- table_name : string obj: pandas.DataFrame or pyarrow.Table database ...	[ "def", "load_data", "(", "self", ",", "table_name", ",", "obj", ",", "database", "=", "None", ",", "", "", "kwargs", ")", ":", "_database", "=", "self", ".", "db_name", "self", ".", "set_database", "(", "database", ")", "self", ".", "con", ".", "lo...	34.133333	13.6
def visitInlineShapeOr(self, ctx: ShExDocParser.InlineShapeOrContext): """ inlineShapeOr: inlineShapeAnd (KW_OR inlineShapeAnd)* """ if len(ctx.inlineShapeAnd()) > 1: self.expr = ShapeOr(id=self.label, shapeExprs=[]) for sa in ctx.inlineShapeAnd(): sep = ShexShape...	[ "def", "visitInlineShapeOr", "(", "self", ",", "ctx", ":", "ShExDocParser", ".", "InlineShapeOrContext", ")", ":", "if", "len", "(", "ctx", ".", "inlineShapeAnd", "(", ")", ")", ">", "1", ":", "self", ".", "expr", "=", "ShapeOr", "(", "id", "=", "self"...	48.5	13.2
def as_command(self): """Return a find command document for this query. Should be called after get_message. """ if '$explain' in self.spec: self.name = 'explain' return _gen_explain_command( self.coll, self.spec, self.fields, self.ntoskip, ...	[ "def", "as_command", "(", "self", ")", ":", "if", "'$explain'", "in", "self", ".", "spec", ":", "self", ".", "name", "=", "'explain'", "return", "_gen_explain_command", "(", "self", ".", "coll", ",", "self", ".", "spec", ",", "self", ".", "fields", ","...	40.333333	12.066667
def proof_req_attr_referents(proof_req: dict) -> dict: """ Given a proof request with all requested attributes having cred def id restrictions, return its attribute referents by cred def id and attribute. The returned structure can be useful in populating the extra WQL query parameter in the creden...	[ "def", "proof_req_attr_referents", "(", "proof_req", ":", "dict", ")", "->", "dict", ":", "rv", "=", "{", "}", "for", "uuid", ",", "spec", "in", "proof_req", "[", "'requested_attributes'", "]", ".", "items", "(", ")", ":", "cd_id", "=", "None", "for", ...	31.455696	20.696203
def read_namespaced_pod(self, name, namespace, **kwargs): # noqa: E501 """read_namespaced_pod # noqa: E501 read the specified Pod # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread ...	[ "def", "read_namespaced_pod", "(", "self", ",", "name", ",", "namespace", ",", "", "", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async_req'", ")", ":", "return", "s...	53.44	27.64
def add_directories(names): """Git/Mercurial/zip files omit directories, let's add them back.""" res = list(names) seen = set(names) for name in names: while True: name = os.path.dirname(name) if not name or name in seen: break res.append(name)...	[ "def", "add_directories", "(", "names", ")", ":", "res", "=", "list", "(", "names", ")", "seen", "=", "set", "(", "names", ")", "for", "name", "in", "names", ":", "while", "True", ":", "name", "=", "os", ".", "path", ".", "dirname", "(", "name", ...	29.916667	12.75
def toXml(self, xparent=None): """ Converts this object to XML. :param xparent \| <xml.etree.ElementTree.Element> \|\| None :return <xml.etree.ElementTree.Element> """ if xparent is None: xml = ElementTree.Element('object') else: xm...	[ "def", "toXml", "(", "self", ",", "xparent", "=", "None", ")", ":", "if", "xparent", "is", "None", ":", "xml", "=", "ElementTree", ".", "Element", "(", "'object'", ")", "else", ":", "xml", "=", "ElementTree", ".", "SubElement", "(", "xparent", ",", "...	31.842105	16.052632
def add_translation_field(self, field, translation_field): """ Add a new translation field to both fields dicts. """ self.local_fields[field].add(translation_field) self.fields[field].add(translation_field)	[ "def", "add_translation_field", "(", "self", ",", "field", ",", "translation_field", ")", ":", "self", ".", "local_fields", "[", "field", "]", ".", "add", "(", "translation_field", ")", "self", ".", "fields", "[", "field", "]", ".", "add", "(", "translatio...	40.166667	9.833333
def get_archiver(self, kind): """ Returns instance of archiver class specific to given kind :param kind: archive kind """ archivers = { 'tar': TarArchiver, 'tbz2': Tbz2Archiver, 'tgz': TgzArchiver, 'zip': ZipArchiver, } return archivers[kind]()	[ "def", "get_archiver", "(", "self", ",", "kind", ")", ":", "archivers", "=", "{", "'tar'", ":", "TarArchiver", ",", "'tbz2'", ":", "Tbz2Archiver", ",", "'tgz'", ":", "TgzArchiver", ",", "'zip'", ":", "ZipArchiver", ",", "}", "return", "archivers", "[", "...	19.533333	18.866667
def build_top_graph(self,tokens): """ Build a Godot graph instance from parsed data. """ # Get basic graph information. strict = tokens[0] == 'strict' graphtype = tokens[1] directed = graphtype == 'digraph' graphname = tokens[2] # Build the graph g...	[ "def", "build_top_graph", "(", "self", ",", "tokens", ")", ":", "# Get basic graph information.", "strict", "=", "tokens", "[", "0", "]", "==", "'strict'", "graphtype", "=", "tokens", "[", "1", "]", "directed", "=", "graphtype", "==", "'digraph'", "graphname",...	38.727273	8.454545
def get_label(self, queryset, query_data): """ Gets option label for each datum. Can be used for type identification of individual serialized objects """ if query_data.get('label', False): return query_data['label'] try: return queryset.model.__na...	[ "def", "get_label", "(", "self", ",", "queryset", ",", "query_data", ")", ":", "if", "query_data", ".", "get", "(", "'label'", ",", "False", ")", ":", "return", "query_data", "[", "'label'", "]", "try", ":", "return", "queryset", ".", "model", ".", "__...	33.416667	11.583333
def write_case_data(self, file): """ Writes the header to file. """ case_sheet = self.book.add_sheet("Case") case_sheet.write(0, 0, "Name") case_sheet.write(0, 1, self.case.name) case_sheet.write(1, 0, "base_mva") case_sheet.write(1, 1, self.case.base_mva)	[ "def", "write_case_data", "(", "self", ",", "file", ")", ":", "case_sheet", "=", "self", ".", "book", ".", "add_sheet", "(", "\"Case\"", ")", "case_sheet", ".", "write", "(", "0", ",", "0", ",", "\"Name\"", ")", "case_sheet", ".", "write", "(", "0", ...	38.125	4.5
def get(self, historics_id=None, maximum=None, page=None, with_estimate=None): """ Get the historics query with the given ID, if no ID is provided then get a list of historics queries. Uses API documented at http://dev.datasift.com/docs/api/rest-api/endpoints/historicsget :param histor...	[ "def", "get", "(", "self", ",", "historics_id", "=", "None", ",", "maximum", "=", "None", ",", "page", "=", "None", ",", "with_estimate", "=", "None", ")", ":", "params", "=", "{", "'id'", ":", "historics_id", "}", "if", "maximum", ":", "params", "["...	48.962963	23.333333
def Bernstein(n, k): """Bernstein polynomial. """ coeff = binom(n, k) def _bpoly(x): return coeff * x ** k * (1 - x) ** (n - k) return _bpoly	[ "def", "Bernstein", "(", "n", ",", "k", ")", ":", "coeff", "=", "binom", "(", "n", ",", "k", ")", "def", "_bpoly", "(", "x", ")", ":", "return", "coeff", "", "x", "", "k", "", "(", "1", "-", "x", ")", "**", "(", "n", "-", "k", ")", ...	16.3	21.2
def make_step_rcont (transition): """Return a ufunc-like step function that is right-continuous. Returns 1 if x >= transition, 0 otherwise. """ if not np.isfinite (transition): raise ValueError ('"transition" argument must be finite number; got %r' % transition) def step_rcont (x): ...	[ "def", "make_step_rcont", "(", "transition", ")", ":", "if", "not", "np", ".", "isfinite", "(", "transition", ")", ":", "raise", "ValueError", "(", "'\"transition\" argument must be finite number; got %r'", "%", "transition", ")", "def", "step_rcont", "(", "x", ")...	33.684211	19.157895
def context_processor(self, func: Callable, name: AppOrBlueprintKey=None) -> Callable: """Add a template context processor. This is designed to be used as a decorator. An example usage, .. code-block:: python @app.context_processor def update_context(context): ...	[ "def", "context_processor", "(", "self", ",", "func", ":", "Callable", ",", "name", ":", "AppOrBlueprintKey", "=", "None", ")", "->", "Callable", ":", "self", ".", "template_context_processors", "[", "name", "]", ".", "append", "(", "ensure_coroutine", "(", ...	31.428571	22.785714
def _toc_fetch_finished(self): """Callback for when the TOC fetching is finished""" self.cf.remove_port_callback(self.port, self._new_packet_cb) logger.debug('[%d]: Done!', self.port) self.finished_callback()	[ "def", "_toc_fetch_finished", "(", "self", ")", ":", "self", ".", "cf", ".", "remove_port_callback", "(", "self", ".", "port", ",", "self", ".", "_new_packet_cb", ")", "logger", ".", "debug", "(", "'[%d]: Done!'", ",", "self", ".", "port", ")", "self", "...	47.2	10.4
def _check_type(self, check_type, properties): """Decode a properties type looking for a specific type.""" if 'PrimitiveType' in properties: return properties['PrimitiveType'] == check_type if properties['Type'] == 'List': if 'ItemType' in properties: retu...	[ "def", "_check_type", "(", "self", ",", "check_type", ",", "properties", ")", ":", "if", "'PrimitiveType'", "in", "properties", ":", "return", "properties", "[", "'PrimitiveType'", "]", "==", "check_type", "if", "properties", "[", "'Type'", "]", "==", "'List'"...	45.8	11.7
def termination_check_md5(self): # type: (Downloader) -> bool """Check if terminated from MD5 context :param Downloader self: this :rtype: bool :return: if terminated from MD5 context """ with self._md5_meta_lock: with self._transfer_lock: ...	[ "def", "termination_check_md5", "(", "self", ")", ":", "# type: (Downloader) -> bool", "with", "self", ".", "_md5_meta_lock", ":", "with", "self", ".", "_transfer_lock", ":", "return", "(", "self", ".", "_download_terminate", "or", "(", "self", ".", "_all_remote_f...	39.846154	8.615385
def human_and_01(X, y, model_generator, method_name): """ AND (false/true) This tests how well a feature attribution method agrees with human intuition for an AND operation combined with linear effects. This metric deals specifically with the question of credit allocation for the following function ...	[ "def", "human_and_01", "(", "X", ",", "y", ",", "model_generator", ",", "method_name", ")", ":", "return", "_human_and", "(", "X", ",", "model_generator", ",", "method_name", ",", "False", ",", "True", ")" ]	36.2	21.066667
def index_into(self, document, id) -> bool: """Index a single document into the index.""" try: self.instance.index(index=self.index, doc_type=self.doc_type, body=json.dumps(document, ensure_ascii=False), id=id) except RequestError as ex: logging.error(ex) retu...	[ "def", "index_into", "(", "self", ",", "document", ",", "id", ")", "->", "bool", ":", "try", ":", "self", ".", "instance", ".", "index", "(", "index", "=", "self", ".", "index", ",", "doc_type", "=", "self", ".", "doc_type", ",", "body", "=", "json...	39.777778	21.666667
def delete(self, key): """ Equals to setting the value to None """ validate_is_bytes(key) self.root_hash = self._set(self.root_hash, encode_to_bin(key), b'')	[ "def", "delete", "(", "self", ",", "key", ")", ":", "validate_is_bytes", "(", "key", ")", "self", ".", "root_hash", "=", "self", ".", "_set", "(", "self", ".", "root_hash", ",", "encode_to_bin", "(", "key", ")", ",", "b''", ")" ]	27.428571	15.142857
def __caclulate_optimal_neighbor_cluster_score(self, index_cluster, difference): """! @brief Calculates 'B' score for the specific object for the nearest cluster. @param[in] index_point (uint): Index point from input data for which 'B' score should be calculated. @param[in] index_c...	[ "def", "__caclulate_optimal_neighbor_cluster_score", "(", "self", ",", "index_cluster", ",", "difference", ")", ":", "optimal_score", "=", "float", "(", "'inf'", ")", "for", "index_neighbor_cluster", "in", "range", "(", "len", "(", "self", ".", "__clusters", ")", ...	41.454545	27.227273
def new_session(self, zipkin_trace_v2, v2_ui=False): """Creates a new SchedulerSession for this Scheduler.""" return SchedulerSession(self, self._native.new_session( self._scheduler, zipkin_trace_v2, v2_ui, multiprocessing.cpu_count()) )	[ "def", "new_session", "(", "self", ",", "zipkin_trace_v2", ",", "v2_ui", "=", "False", ")", ":", "return", "SchedulerSession", "(", "self", ",", "self", ".", "_native", ".", "new_session", "(", "self", ".", "_scheduler", ",", "zipkin_trace_v2", ",", "v2_ui",...	50.2	20.2
def get_events(self): """Send a HTTP request to the satellite (GET /_events) Get monitoring events from the satellite. :return: Broks list on success, [] on failure :rtype: list """ res = self.con.get('_events', wait=False) logger.debug("Got events from %s: %s", ...	[ "def", "get_events", "(", "self", ")", ":", "res", "=", "self", ".", "con", ".", "get", "(", "'_events'", ",", "wait", "=", "False", ")", "logger", ".", "debug", "(", "\"Got events from %s: %s\"", ",", "self", ".", "name", ",", "res", ")", "return", ...	36.4	13.5
def load_hash_configuration(self, hash_name): """ Loads and returns hash configuration """ conf = self.redis_object.get(hash_name+'_conf') return pickle.loads(conf) if conf is not None else None	[ "def", "load_hash_configuration", "(", "self", ",", "hash_name", ")", ":", "conf", "=", "self", ".", "redis_object", ".", "get", "(", "hash_name", "+", "'_conf'", ")", "return", "pickle", ".", "loads", "(", "conf", ")", "if", "conf", "is", "not", "None",...	32.714286	12.428571
def load_json_string(data): """ <Purpose> Deserialize 'data' (JSON string) to a Python object. <Arguments> data: A JSON string. <Exceptions> securesystemslib.exceptions.Error, if 'data' cannot be deserialized to a Python object. <Side Effects> None. <Returns> Deserialized o...	[ "def", "load_json_string", "(", "data", ")", ":", "deserialized_object", "=", "None", "try", ":", "deserialized_object", "=", "json", ".", "loads", "(", "data", ")", "except", "TypeError", ":", "message", "=", "'Invalid JSON string: '", "+", "repr", "(", "data...	20.457143	24.857143
def resolve_or_missing(self, key): """Resolves a variable like :meth:`resolve` but returns the special `missing` value if it cannot be found. """ if self._legacy_resolve_mode: rv = self.resolve(key) if isinstance(rv, Undefined): rv = missing ...	[ "def", "resolve_or_missing", "(", "self", ",", "key", ")", ":", "if", "self", ".", "_legacy_resolve_mode", ":", "rv", "=", "self", ".", "resolve", "(", "key", ")", "if", "isinstance", "(", "rv", ",", "Undefined", ")", ":", "rv", "=", "missing", "return...	37.1	6.5
def _serialize(cls, data): """Serialize data to an frozen tuple.""" if hasattr(data, "__hash__") and callable(data.__hash__): # If the data is already hashable (should be immutable) return it return data elif isinstance(data, list): # Freeze the elements of th...	[ "def", "_serialize", "(", "cls", ",", "data", ")", ":", "if", "hasattr", "(", "data", ",", "\"__hash__\"", ")", "and", "callable", "(", "data", ".", "__hash__", ")", ":", "# If the data is already hashable (should be immutable) return it", "return", "data", "elif"...	42.285714	15.904762
def channelModeModifyAcknowledge(): """CHANNEL MODE MODIFY ACKNOWLEDGE Section 9.1.6""" a = TpPd(pd=0x6) b = MessageType(mesType=0x17) # 00010111 c = ChannelDescription2() d = ChannelMode() packet = a / b / c / d return packet	[ "def", "channelModeModifyAcknowledge", "(", ")", ":", "a", "=", "TpPd", "(", "pd", "=", "0x6", ")", "b", "=", "MessageType", "(", "mesType", "=", "0x17", ")", "# 00010111", "c", "=", "ChannelDescription2", "(", ")", "d", "=", "ChannelMode", "(", ")", "...	31	12.125
def get_initial_centroids(self): '''Randomly choose k data points as initial centroids''' if self.seed is not None: # useful for obtaining consistent results np.random.seed(self.seed) n = self.data.shape[0] # number of data points # Pick K indices from range [0, N). ...	[ "def", "get_initial_centroids", "(", "self", ")", ":", "if", "self", ".", "seed", "is", "not", "None", ":", "# useful for obtaining consistent results", "np", ".", "random", ".", "seed", "(", "self", ".", "seed", ")", "n", "=", "self", ".", "data", ".", ...	48.2	21.933333
def get_task_log(self, project, release_id, environment_id, release_deploy_phase_id, task_id, start_line=None, end_line=None, **kwargs): """GetTaskLog. [Preview API] Gets the task log of a release as a plain text file. :param str project: Project ID or project name :param int release_id:...	[ "def", "get_task_log", "(", "self", ",", "project", ",", "release_id", ",", "environment_id", ",", "release_deploy_phase_id", ",", "task_id", ",", "start_line", "=", "None", ",", "end_line", "=", "None", ",", "", "", "kwargs", ")", ":", "route_values", "="...	56.512821	24.487179
def _build_environ(self) -> Dict[str, Optional[str]]: """ Build environment variables suitable for passing to the Model. """ d: Dict[str, Optional[str]] = {} if self.__config__.case_insensitive: env_vars = {k.lower(): v for k, v in os.environ.items()} else: ...	[ "def", "_build_environ", "(", "self", ")", "->", "Dict", "[", "str", ",", "Optional", "[", "str", "]", "]", ":", "d", ":", "Dict", "[", "str", ",", "Optional", "[", "str", "]", "]", "=", "{", "}", "if", "self", ".", "__config__", ".", "case_insen...	37.107143	19.178571
def getUserPassword(host='www.cadc-ccda.hia-iha.nrc-cnrc.gc.ca'): """"Getting the username/password for host from .netrc filie """ if os.access(os.path.join(os.environ.get('HOME','/'),".netrc"),os.R_OK): auth=netrc.netrc().authenticators(host) else: auth=False if not auth: sys.st...	[ "def", "getUserPassword", "(", "host", "=", "'www.cadc-ccda.hia-iha.nrc-cnrc.gc.ca'", ")", ":", "if", "os", ".", "access", "(", "os", ".", "path", ".", "join", "(", "os", ".", "environ", ".", "get", "(", "'HOME'", ",", "'/'", ")", ",", "\".netrc\"", ")",...	37.428571	16.857143
def create_persistent_volume(self, body, **kwargs): # noqa: E501 """create_persistent_volume # noqa: E501 create a PersistentVolume # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> threa...	[ "def", "create_persistent_volume", "(", "self", ",", "body", ",", "", "", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async_req'", ")", ":", "return", "self", ".", "c...	58.041667	31.541667
def _load_properties(self): """Loads the properties from Flickr.""" method = 'flickr.groups.getInfo' data = _doget(method, group_id=self.id) self.__loaded = True group = data.rsp.group self.__name = photo.name.text self.__members = photo.members.text ...	[ "def", "_load_properties", "(", "self", ")", ":", "method", "=", "'flickr.groups.getInfo'", "data", "=", "_doget", "(", "method", ",", "group_id", "=", "self", ".", "id", ")", "self", ".", "__loaded", "=", "True", "group", "=", "data", ".", "rsp", ".", ...	31.933333	11.466667
def get_timer(self, name=None): '''Shortcut for getting a :class:`~statsd.timer.Timer` instance :keyword name: See :func:`~statsd.client.Client.get_client` :type name: str ''' return self.get_client(name=name, class_=statsd.Timer)	[ "def", "get_timer", "(", "self", ",", "name", "=", "None", ")", ":", "return", "self", ".", "get_client", "(", "name", "=", "name", ",", "class_", "=", "statsd", ".", "Timer", ")" ]	37.857143	25
def set_position(self, point, reset=False): """ sets camera position to a point """ if isinstance(point, np.ndarray): if point.ndim != 1: point = point.ravel() self.camera.SetPosition(point) if reset: self.reset_camera() self.camera_set = T...	[ "def", "set_position", "(", "self", ",", "point", ",", "reset", "=", "False", ")", ":", "if", "isinstance", "(", "point", ",", "np", ".", "ndarray", ")", ":", "if", "point", ".", "ndim", "!=", "1", ":", "point", "=", "point", ".", "ravel", "(", "...	33.7	7.8
def import_module_with_exceptions(name, package=None): """Wrapper around importlib.import_module to import TimeSide subpackage and ignoring ImportError if Aubio, Yaafe and Vamp Host are not available""" from timeside.core import _WITH_AUBIO, _WITH_YAAFE, _WITH_VAMP if name.count('.server.'): #...	[ "def", "import_module_with_exceptions", "(", "name", ",", "package", "=", "None", ")", ":", "from", "timeside", ".", "core", "import", "_WITH_AUBIO", ",", "_WITH_YAAFE", ",", "_WITH_VAMP", "if", "name", ".", "count", "(", "'.server.'", ")", ":", "# TODO:", "...	33.575758	18.424242
def remove(self): """ remove the gear from the cache and stop this actor :return: """ LOGGER.debug("InjectorGearSkeleton.remove") ret = self.cached_gear_actor.remove().get() if self.actor_ref: self.stop() return ret	[ "def", "remove", "(", "self", ")", ":", "LOGGER", ".", "debug", "(", "\"InjectorGearSkeleton.remove\"", ")", "ret", "=", "self", ".", "cached_gear_actor", ".", "remove", "(", ")", ".", "get", "(", ")", "if", "self", ".", "actor_ref", ":", "self", ".", ...	28.2	14
def convert_nb(fname, dest_path='.'): "Convert a notebook `fname` to html file in `dest_path`." from .gen_notebooks import remove_undoc_cells, remove_code_cell_jupyter_widget_state_elem nb = read_nb(fname) nb['cells'] = remove_undoc_cells(nb['cells']) nb['cells'] = remove_code_cell_jupyter_widget_st...	[ "def", "convert_nb", "(", "fname", ",", "dest_path", "=", "'.'", ")", ":", "from", ".", "gen_notebooks", "import", "remove_undoc_cells", ",", "remove_code_cell_jupyter_widget_state_elem", "nb", "=", "read_nb", "(", "fname", ")", "nb", "[", "'cells'", "]", "=", ...	55.846154	22.153846
def interrupt(self, interrupt): """Perform the shutdown of this server and save the exception.""" self._interrupt = True self.stop() self._interrupt = interrupt	[ "def", "interrupt", "(", "self", ",", "interrupt", ")", ":", "self", ".", "_interrupt", "=", "True", "self", ".", "stop", "(", ")", "self", ".", "_interrupt", "=", "interrupt" ]	37.6	9
def _get_live_streams(self, match): """ Get the live stream in a particular language :param match: :return: """ live_url = self._live_api_url.format(match.get("subdomain")) live_res = self.session.http.json(self.session.http.get(live_url), schema=self._live_schema...	[ "def", "_get_live_streams", "(", "self", ",", "match", ")", ":", "live_url", "=", "self", ".", "_live_api_url", ".", "format", "(", "match", ".", "get", "(", "\"subdomain\"", ")", ")", "live_res", "=", "self", ".", "session", ".", "http", ".", "json", ...	45.076923	29.230769
def who(self, target): """ Runs a WHO on a target Required arguments: * target - /WHO <target> Returns a dictionary, with a nick as the key and - the value is a list in the form of; [0] - Username [1] - Priv level [2] - Real name ...	[ "def", "who", "(", "self", ",", "target", ")", ":", "with", "self", ".", "lock", ":", "self", ".", "send", "(", "'WHO %s'", "%", "target", ")", "who_lst", "=", "{", "}", "while", "self", ".", "readable", "(", ")", ":", "msg", "=", "self", ".", ...	40.977778	12.222222
def is_tablet_tool(self): """Macro to check if this event is a :class:`~libinput.event.TabletToolEvent`. """ if self in {type(self).TABLET_TOOL_AXIS, type(self).TABLET_TOOL_BUTTON, type(self).TABLET_TOOL_PROXIMITY, type(self).TABLET_TOOL_TIP}: return True else: return False	[ "def", "is_tablet_tool", "(", "self", ")", ":", "if", "self", "in", "{", "type", "(", "self", ")", ".", "TABLET_TOOL_AXIS", ",", "type", "(", "self", ")", ".", "TABLET_TOOL_BUTTON", ",", "type", "(", "self", ")", ".", "TABLET_TOOL_PROXIMITY", ",", "type"...	28.5	20.2
def mean(x): """ Return a numpy array of column mean. It does not affect if the array is one dimension Parameters ---------- x : ndarray A numpy array instance Returns ------- ndarray A 1 x n numpy array instance of column mean Examples -------- >>> a =...	[ "def", "mean", "(", "x", ")", ":", "if", "x", ".", "ndim", ">", "1", "and", "len", "(", "x", "[", "0", "]", ")", ">", "1", ":", "return", "np", ".", "mean", "(", "x", ",", "axis", "=", "1", ")", "return", "x" ]	20.214286	20.428571
def COOKIES(self): """ Cookies parsed into a dictionary. Signed cookies are NOT decoded automatically. See :meth:`get_cookie` for details. """ raw_dict = SimpleCookie(self.headers.get('Cookie','')) cookies = {} for cookie in six.itervalues(raw_dict): cooki...	[ "def", "COOKIES", "(", "self", ")", ":", "raw_dict", "=", "SimpleCookie", "(", "self", ".", "headers", ".", "get", "(", "'Cookie'", ",", "''", ")", ")", "cookies", "=", "{", "}", "for", "cookie", "in", "six", ".", "itervalues", "(", "raw_dict", ")", ...	40.444444	13
def version(names, kwargs): ''' Returns a string representing the package version or an empty string if not installed. If more than one package name is specified, a dict of name/version pairs is returned. CLI Example: .. code-block:: bash salt '' pkg.version <package name> ...	[ "def", "version", "(", "", "names", ",", "", "*", "kwargs", ")", ":", "if", "len", "(", "names", ")", "==", "1", ":", "vers", "=", "__proxy__", "[", "'dummy.package_status'", "]", "(", "names", "[", "0", "]", ")", "return", "vers", "[", "names", ...	29.318182	22.318182

def _get_serialize_func(self, name, spec): """ Return the function that is used for serialization. """ func = getattr(self, 'serialize_' + name, None) if func: # this factory has a special serializer function for this field return func func = getattr(spec.fields[n...

[ "def", "_get_serialize_func", "(", "self", ",", "name", ",", "spec", ")", ":", "func", "=", "getattr", "(", "self", ",", "'serialize_'", "+", "name", ",", "None", ")", "if", "func", ":", "# this factory has a special serializer function for this field", "return", ...

42.8

16.5

def contribute_to_class(self, cls, name, **kwargs): """ Called at class type creation. So, this method is called, when metaclasses get created """ # TODO: Apply 3 edge cases when not to create an intermediary model # specified in django.db.models.fields.related:1566 ...

[ "def", "contribute_to_class", "(", "self", ",", "cls", ",", "name", ",", "*", "*", "kwargs", ")", ":", "# TODO: Apply 3 edge cases when not to create an intermediary model", "# specified in django.db.models.fields.related:1566", "# self.rel.through needs to be set prior to calling su...

48.9375

18.375

def appendBlocks(self, blocks): ''' appendBlocks - Append blocks to this element. A block can be a string (text node), or an AdvancedTag (tag node) @param blocks list<str/AdvancedTag> - A list, in order to append, of blocks to add. @return - #blocks NOTE: To ad...

[ "def", "appendBlocks", "(", "self", ",", "blocks", ")", ":", "for", "block", "in", "blocks", ":", "if", "isinstance", "(", "block", ",", "AdvancedTag", ")", ":", "self", ".", "appendNode", "(", "block", ")", "else", ":", "self", ".", "appendText", "(",...

36.055556

28.944444

def correspondence(soup): """ Find the corresp tags included in author-notes for primary correspondence """ correspondence = [] author_notes_nodes = raw_parser.author_notes(soup) if author_notes_nodes: corresp_nodes = raw_parser.corresp(author_notes_nodes) for tag in corres...

[ "def", "correspondence", "(", "soup", ")", ":", "correspondence", "=", "[", "]", "author_notes_nodes", "=", "raw_parser", ".", "author_notes", "(", "soup", ")", "if", "author_notes_nodes", ":", "corresp_nodes", "=", "raw_parser", ".", "corresp", "(", "author_not...

25.666667

16.466667

def _neighbors(coordinate, radius): """ Returns coordinates around given coordinate, within given radius. Includes given coordinate. @param coordinate (numpy.array) N-dimensional integer coordinate @param radius (int) Radius around `coordinate` @return (numpy.array) List of coordinates """...

[ "def", "_neighbors", "(", "coordinate", ",", "radius", ")", ":", "ranges", "=", "(", "xrange", "(", "n", "-", "radius", ",", "n", "+", "radius", "+", "1", ")", "for", "n", "in", "coordinate", ".", "tolist", "(", ")", ")", "return", "numpy", ".", ...

36.583333

17.916667

def _parse(self, threshold): """ internal threshold string parser arguments: threshold: string describing the threshold """ match = re.search(r'^(@?)((~|\d*):)?(\d*)$', threshold) if not match: raise ValueError('Error parsing Threshold: {0}'.form...

[ "def", "_parse", "(", "self", ",", "threshold", ")", ":", "match", "=", "re", ".", "search", "(", "r'^(@?)((~|\\d*):)?(\\d*)$'", ",", "threshold", ")", "if", "not", "match", ":", "raise", "ValueError", "(", "'Error parsing Threshold: {0}'", ".", "format", "(",...

27.275862

17.896552

def _vgg16_data_prep(batch): """ Takes images scaled to [0, 1] and returns them appropriately scaled and mean-subtracted for VGG-16 """ from mxnet import nd mean = nd.array([123.68, 116.779, 103.939], ctx=batch.context) return nd.broadcast_sub(255 * batch, mean.reshape((-1, 1, 1)))

[ "def", "_vgg16_data_prep", "(", "batch", ")", ":", "from", "mxnet", "import", "nd", "mean", "=", "nd", ".", "array", "(", "[", "123.68", ",", "116.779", ",", "103.939", "]", ",", "ctx", "=", "batch", ".", "context", ")", "return", "nd", ".", "broadca...

37.875

15.625

def _read_state_variables(self): """ Reads the stateVariable information from the xml-file. The information we like to extract are name and dataType so we can assign them later on to FritzActionArgument-instances. Returns a dictionary: key:value = name:dataType """ ...

[ "def", "_read_state_variables", "(", "self", ")", ":", "nodes", "=", "self", ".", "root", ".", "iterfind", "(", "'.//ns:stateVariable'", ",", "namespaces", "=", "{", "'ns'", ":", "self", ".", "namespace", "}", ")", "for", "node", "in", "nodes", ":", "key...

46

14.615385

def _has_valid_catchup_replies(self, seq_no: int, txns_to_process: List[Tuple[int, Any]]) -> Tuple[bool, str, int]: """ Transforms transactions for ledger! Returns: Whether catchup reply corresponding to seq_no Name of node from which txns came Number of tran...

[ "def", "_has_valid_catchup_replies", "(", "self", ",", "seq_no", ":", "int", ",", "txns_to_process", ":", "List", "[", "Tuple", "[", "int", ",", "Any", "]", "]", ")", "->", "Tuple", "[", "bool", ",", "str", ",", "int", "]", ":", "# TODO: Remove after sto...

42.826923

22.75

def rooms_clean_history(self, room_id, latest, oldest, **kwargs): """Cleans up a room, removing messages from the provided time range.""" return self.__call_api_post('rooms.cleanHistory', roomId=room_id, latest=latest, oldest=oldest, kwargs=kwargs)

[ "def", "rooms_clean_history", "(", "self", ",", "room_id", ",", "latest", ",", "oldest", ",", "*", "*", "kwargs", ")", ":", "return", "self", ".", "__call_api_post", "(", "'rooms.cleanHistory'", ",", "roomId", "=", "room_id", ",", "latest", "=", "latest", ...

87.333333

34.333333

def add_abbreviation(self, new_abbreviation): """ Adds a new name variant to an author. :param new_abbreviation: the abbreviation to be added :return: `True` if the abbreviation is added, `False` otherwise (the abbreviation is a duplicate) """ try: assert new...

[ "def", "add_abbreviation", "(", "self", ",", "new_abbreviation", ")", ":", "try", ":", "assert", "new_abbreviation", "not", "in", "self", ".", "get_abbreviations", "(", ")", "except", "Exception", "as", "e", ":", "# TODO: raise a custom exception", "logger", ".", ...

52.333333

28.333333

def add_magic_table_from_data(self, dtype, data): """ Add a MagIC table to the contribution from a data list Parameters ---------- dtype : str MagIC table type, i.e. 'specimens' data : list of dicts data list with format [{'key1': 'val1', ...}, {'...

[ "def", "add_magic_table_from_data", "(", "self", ",", "dtype", ",", "data", ")", ":", "self", ".", "tables", "[", "dtype", "]", "=", "MagicDataFrame", "(", "dtype", "=", "dtype", ",", "data", "=", "data", ")", "if", "dtype", "==", "'measurements'", ":", ...

36.333333

16.466667

def visit_FunctionCall(self, node): """Visitor for `FunctionCall` AST node.""" call = self.memory[node.identifier.name]._node args = [self.visit(parameter) for parameter in node.parameters] if isinstance(call, AST): current_scope = self.memory.stack.current.current ...

[ "def", "visit_FunctionCall", "(", "self", ",", "node", ")", ":", "call", "=", "self", ".", "memory", "[", "node", ".", "identifier", ".", "name", "]", ".", "_node", "args", "=", "[", "self", ".", "visit", "(", "parameter", ")", "for", "parameter", "i...

33.961538

16.038462

def ascii_tree(self, no_types: bool = False, val_count: bool = False) -> str: """Generate ASCII art representation of the schema tree. Args: no_types: Suppress output of data type info. val_count: Show accumulated validation counts. Returns: String with the ...

[ "def", "ascii_tree", "(", "self", ",", "no_types", ":", "bool", "=", "False", ",", "val_count", ":", "bool", "=", "False", ")", "->", "str", ":", "return", "self", ".", "schema", ".", "_ascii_tree", "(", "\"\"", ",", "no_types", ",", "val_count", ")" ]

36.090909

20.545455

def _update_targets(vesseldicts, environment_dict): """ <Purpose> Connects to the nodes in the vesseldicts and adds them to the list of valid targets. <Arguments> vesseldicts: A list of vesseldicts obtained through SeattleClearinghouseClient calls. <Side Effects> All valid targ...

[ "def", "_update_targets", "(", "vesseldicts", ",", "environment_dict", ")", ":", "# Compile a list of the nodes that we need to check", "nodelist", "=", "[", "]", "for", "vesseldict", "in", "vesseldicts", ":", "nodeip_port", "=", "vesseldict", "[", "'node_ip'", "]", "...

28.278689

21.491803

def partial_regardless(self, fn, *a, **kw): """Like `partial`, but applies if callable is not annotated.""" if self.has_annotations(fn): return self.partial(fn, *a, **kw) else: return functools.partial(fn, *a, **kw)

[ "def", "partial_regardless", "(", "self", ",", "fn", ",", "*", "a", ",", "*", "*", "kw", ")", ":", "if", "self", ".", "has_annotations", "(", "fn", ")", ":", "return", "self", ".", "partial", "(", "fn", ",", "*", "a", ",", "*", "*", "kw", ")", ...

43

8.166667

def run(request, callable, *args, **kwargs): '''Execute a python *callable*.''' return callable(request.actor, *args, **kwargs)

[ "def", "run", "(", "request", ",", "callable", ",", "*", "args", ",", "*", "*", "kwargs", ")", ":", "return", "callable", "(", "request", ".", "actor", ",", "*", "args", ",", "*", "*", "kwargs", ")" ]

44.333333

5.666667

def post(self, url, params={}, files=None): """ Issues a POST request against the API, allows for multipart data uploads :param url: a string, the url you are requesting :param params: a dict, the key-value of all the parameters needed in the request :para...

[ "def", "post", "(", "self", ",", "url", ",", "params", "=", "{", "}", ",", "files", "=", "None", ")", ":", "params", ".", "update", "(", "{", "'api_key'", ":", "self", ".", "api_key", "}", ")", "try", ":", "response", "=", "requests", ".", "post"...

40.588235

17.411765

def set_terminate_listeners(stream): """Die on SIGTERM or SIGINT""" def stop(signum, frame): terminate(stream.listener) # Installs signal handlers for handling SIGINT and SIGTERM # gracefully. signal.signal(signal.SIGINT, stop) signal.signal(signal.SIGTERM, stop)

[ "def", "set_terminate_listeners", "(", "stream", ")", ":", "def", "stop", "(", "signum", ",", "frame", ")", ":", "terminate", "(", "stream", ".", "listener", ")", "# Installs signal handlers for handling SIGINT and SIGTERM", "# gracefully.", "signal", ".", "signal", ...

28.8

15

def update_product_set( self, product_set, location=None, product_set_id=None, update_mask=None, project_id=None, retry=None, timeout=None, metadata=None, ): """ For the documentation see: :class:`~airflow.contrib.operat...

[ "def", "update_product_set", "(", "self", ",", "product_set", ",", "location", "=", "None", ",", "product_set_id", "=", "None", ",", "update_mask", "=", "None", ",", "project_id", "=", "None", ",", "retry", "=", "None", ",", "timeout", "=", "None", ",", ...

37.076923

22

def read_namespaced_replication_controller_dummy_scale(self, name, namespace, **kwargs): # noqa: E501 """read_namespaced_replication_controller_dummy_scale # noqa: E501 read scale of the specified ReplicationControllerDummy # noqa: E501 This method makes a synchronous HTTP request by default...

[ "def", "read_namespaced_replication_controller_dummy_scale", "(", "self", ",", "name", ",", "namespace", ",", "*", "*", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async_req'",...

57.086957

29.695652

def guess_mime_file_mime (file_prog, filename): """Determine MIME type of filename with file(1) and --mime option. @return: tuple (mime, encoding) """ mime, encoding = None, None cmd = [file_prog, "--brief", "--mime-type", filename] try: mime = backtick(cmd).strip() except OSError: ...

[ "def", "guess_mime_file_mime", "(", "file_prog", ",", "filename", ")", ":", "mime", ",", "encoding", "=", "None", ",", "None", "cmd", "=", "[", "file_prog", ",", "\"--brief\"", ",", "\"--mime-type\"", ",", "filename", "]", "try", ":", "mime", "=", "backtic...

33.714286

11.5

def select_best_candidate(candidate_models): """ Select and return the best candidate model based on r-squared and qualification. Parameters ---------- candidate_models : :any:`list` of :any:`eemeter.CalTRACKUsagePerDayCandidateModel` Candidate models to select from. Returns ------...

[ "def", "select_best_candidate", "(", "candidate_models", ")", ":", "best_r_squared_adj", "=", "-", "np", ".", "inf", "best_candidate", "=", "None", "# CalTrack 3.4.3.3", "for", "candidate", "in", "candidate_models", ":", "if", "(", "candidate", ".", "status", "=="...

35.113636

23.613636

def block_username(username): """ given the username block it. """ if not username: # no reason to continue when there is no username return if config.DISABLE_USERNAME_LOCKOUT: # no need to block, we disabled it. return key = get_username_blocked_cache_key(username) i...

[ "def", "block_username", "(", "username", ")", ":", "if", "not", "username", ":", "# no reason to continue when there is no username", "return", "if", "config", ".", "DISABLE_USERNAME_LOCKOUT", ":", "# no need to block, we disabled it.", "return", "key", "=", "get_username_...

34.5

12.785714

def fill_login_form(self, username, username_field, user_password, user_password_field): """Fills form with login info :param username: user login :param username_field: name of field to fill with username :param user_password: login password :param user_...

[ "def", "fill_login_form", "(", "self", ",", "username", ",", "username_field", ",", "user_password", ",", "user_password_field", ")", ":", "self", ".", "fill_form_field", "(", "username_field", ",", "username", ")", "# set username", "self", ".", "fill_form_field", ...

46.727273

17.818182

def _is_actual_elif(self, node): """Check if the given node is an actual elif This is a problem we're having with the builtin ast module, which splits `elif` branches into a separate if statement. Unfortunately we need to know the exact type in certain cases. """ ...

[ "def", "_is_actual_elif", "(", "self", ",", "node", ")", ":", "if", "isinstance", "(", "node", ".", "parent", ",", "astroid", ".", "If", ")", ":", "orelse", "=", "node", ".", "parent", ".", "orelse", "# current if node must directly follow an \"else\"", "if", ...

40.666667

15.666667

def MAU(self): '''Result of preconditioned operator to deflation space, i.e., :math:`MM_lAM_rU`.''' if self._MAU is None: self._MAU = self.linear_system.M * self.AU return self._MAU

[ "def", "MAU", "(", "self", ")", ":", "if", "self", ".", "_MAU", "is", "None", ":", "self", ".", "_MAU", "=", "self", ".", "linear_system", ".", "M", "*", "self", ".", "AU", "return", "self", ".", "_MAU" ]

36.666667

18

def box_score(game_id): """Gets the box score information for the game with matching id.""" # get data data = mlbgame.data.get_box_score(game_id) # parse data parsed = etree.parse(data) root = parsed.getroot() linescore = root.find('linescore') result = dict() result['game_id'] = gam...

[ "def", "box_score", "(", "game_id", ")", ":", "# get data", "data", "=", "mlbgame", ".", "data", ".", "get_box_score", "(", "game_id", ")", "# parse data", "parsed", "=", "etree", ".", "parse", "(", "data", ")", "root", "=", "parsed", ".", "getroot", "("...

34.529412

12.352941

def render_template(template_in, file_out, context): """ _render_template_ Render a single template file, using the context provided and write the file out to the location specified #TODO: verify the template is completely rendered, no missing values """ renderer = pystache.Rendere...

[ "def", "render_template", "(", "template_in", ",", "file_out", ",", "context", ")", ":", "renderer", "=", "pystache", ".", "Renderer", "(", ")", "result", "=", "renderer", ".", "render_path", "(", "template_in", ",", "context", ")", "with", "open", "(", "f...

32.235294

16.941176

def visit_keyword(self, node): """return an astroid.Keyword node as string""" if node.arg is None: return "**%s" % node.value.accept(self) return "%s=%s" % (node.arg, node.value.accept(self))

[ "def", "visit_keyword", "(", "self", ",", "node", ")", ":", "if", "node", ".", "arg", "is", "None", ":", "return", "\"**%s\"", "%", "node", ".", "value", ".", "accept", "(", "self", ")", "return", "\"%s=%s\"", "%", "(", "node", ".", "arg", ",", "no...

44.6

10.6

def get_lead(self, lead_id): """ Get a specific lead saved on your account. :param lead_id: Id of the lead to search. Must be defined. :return: Lead found as a dict. """ params = self.base_params endpoint = self.base_endpoint.format('leads/' + str(lead_id)) ...

[ "def", "get_lead", "(", "self", ",", "lead_id", ")", ":", "params", "=", "self", ".", "base_params", "endpoint", "=", "self", ".", "base_endpoint", ".", "format", "(", "'leads/'", "+", "str", "(", "lead_id", ")", ")", "return", "self", ".", "_query_hunte...

27.461538

19.769231

def obspy_3d_plot(inventory, catalog, size=(10.5, 7.5), **kwargs): """ Plot obspy Inventory and obspy Catalog classes in three dimensions. :type inventory: obspy.core.inventory.inventory.Inventory :param inventory: Obspy inventory class containing station metadata :type catalog: obspy.core.event.ca...

[ "def", "obspy_3d_plot", "(", "inventory", ",", "catalog", ",", "size", "=", "(", "10.5", ",", "7.5", ")", ",", "*", "*", "kwargs", ")", ":", "nodes", "=", "[", "]", "for", "ev", "in", "catalog", ":", "nodes", ".", "append", "(", "(", "ev", ".", ...

42.268657

20.835821

def post(self): """ Post processing for solved systems. Store load, generation data on buses. Store reactive power generation on PVs and slack generators. Calculate series flows and area flows. Returns ------- None """ if not self.solved:...

[ "def", "post", "(", "self", ")", ":", "if", "not", "self", ".", "solved", ":", "return", "system", "=", "self", ".", "system", "exec", "(", "system", ".", "call", ".", "pfload", ")", "system", ".", "Bus", ".", "Pl", "=", "system", ".", "dae", "."...

26.382353

18.970588

def prompt_yn(stmt): '''Prints the statement stmt to the terminal and wait for a Y or N answer. Returns True for 'Y', False for 'N'.''' print(stmt) answer = '' while answer not in ['Y', 'N']: sys.stdout.write("$ ") answer = sys.stdin.readline().upper().strip() return answer ==...

[ "def", "prompt_yn", "(", "stmt", ")", ":", "print", "(", "stmt", ")", "answer", "=", "''", "while", "answer", "not", "in", "[", "'Y'", ",", "'N'", "]", ":", "sys", ".", "stdout", ".", "write", "(", "\"$ \"", ")", "answer", "=", "sys", ".", "stdin...

35.111111

17.555556

def draw_rect(setter, x, y, w, h, color=None, aa=False): """Draw rectangle with top-left corner at x,y, width w and height h""" _draw_fast_hline(setter, x, y, w, color, aa) _draw_fast_hline(setter, x, y + h - 1, w, color, aa) _draw_fast_vline(setter, x, y, h, color, aa) _draw_fast_vline(setter, x + ...

[ "def", "draw_rect", "(", "setter", ",", "x", ",", "y", ",", "w", ",", "h", ",", "color", "=", "None", ",", "aa", "=", "False", ")", ":", "_draw_fast_hline", "(", "setter", ",", "x", ",", "y", ",", "w", ",", "color", ",", "aa", ")", "_draw_fast_...

56.333333

10.666667

def preorder_iter(expression): """Iterate over the expression in preorder.""" yield expression if isinstance(expression, Operation): for operand in op_iter(expression): yield from preorder_iter(operand)

[ "def", "preorder_iter", "(", "expression", ")", ":", "yield", "expression", "if", "isinstance", "(", "expression", ",", "Operation", ")", ":", "for", "operand", "in", "op_iter", "(", "expression", ")", ":", "yield", "from", "preorder_iter", "(", "operand", "...

38.166667

6.5

def _start_payloads(self): """Start all queued payloads""" with self._lock: payloads = self._payloads.copy() self._payloads.clear() for subroutine in payloads: thread = CapturingThread(target=subroutine) thread.start() self._threads.add...

[ "def", "_start_payloads", "(", "self", ")", ":", "with", "self", ".", "_lock", ":", "payloads", "=", "self", ".", "_payloads", ".", "copy", "(", ")", "self", ".", "_payloads", ".", "clear", "(", ")", "for", "subroutine", "in", "payloads", ":", "thread"...

36.272727

10.363636

def make_dataloader(data_train, data_val, data_test, args, use_average_length=False, num_shards=0, num_workers=8): """Create data loaders for training/validation/test.""" data_train_lengths = get_data_lengths(data_train) data_val_lengths = get_data_lengths(data_val) data_test_lengths...

[ "def", "make_dataloader", "(", "data_train", ",", "data_val", ",", "data_test", ",", "args", ",", "use_average_length", "=", "False", ",", "num_shards", "=", "0", ",", "num_workers", "=", "8", ")", ":", "data_train_lengths", "=", "get_data_lengths", "(", "data...

67.216667

29.6

def codes_get_api_version(): """ Get the API version. Returns the version of the API as a string in the format "major.minor.revision". """ ver = lib.codes_get_api_version() patch = ver % 100 ver = ver // 100 minor = ver % 100 major = ver // 100 return "%d.%d.%d" % (major, minor...

[ "def", "codes_get_api_version", "(", ")", ":", "ver", "=", "lib", ".", "codes_get_api_version", "(", ")", "patch", "=", "ver", "%", "100", "ver", "=", "ver", "//", "100", "minor", "=", "ver", "%", "100", "major", "=", "ver", "//", "100", "return", "\...

24.307692

18.153846

def soft_kill(jid, state_id=None): ''' Set up a state run to die before executing the given state id, this instructs a running state to safely exit at a given state id. This needs to pass in the jid of the running state. If a state_id is not passed then the jid referenced will be safely exited a...

[ "def", "soft_kill", "(", "jid", ",", "state_id", "=", "None", ")", ":", "minion", "=", "salt", ".", "minion", ".", "MasterMinion", "(", "__opts__", ")", "minion", ".", "functions", "[", "'state.soft_kill'", "]", "(", "jid", ",", "state_id", ")" ]

46

20.4

def write_multiple_registers(self, regs_addr, regs_value): """Modbus function WRITE_MULTIPLE_REGISTERS (0x10) :param regs_addr: registers address (0 to 65535) :type regs_addr: int :param regs_value: registers values to write :type regs_value: list :returns: True if write...

[ "def", "write_multiple_registers", "(", "self", ",", "regs_addr", ",", "regs_value", ")", ":", "# number of registers to write", "regs_nb", "=", "len", "(", "regs_value", ")", "# check params", "if", "not", "(", "0x0000", "<=", "int", "(", "regs_addr", ")", "<="...

39.45614

15.964912

def nvmlDeviceGetPowerManagementMode(handle): r""" /** * This API has been deprecated. * * Retrieves the power management mode associated with this device. * * For products from the Fermi family. * - Requires \a NVML_INFOROM_POWER version 3.0 or higher. * * For from t...

[ "def", "nvmlDeviceGetPowerManagementMode", "(", "handle", ")", ":", "c_pcapMode", "=", "_nvmlEnableState_t", "(", ")", "fn", "=", "_nvmlGetFunctionPointer", "(", "\"nvmlDeviceGetPowerManagementMode\"", ")", "ret", "=", "fn", "(", "handle", ",", "byref", "(", "c_pcap...

48.891892

29.72973

def update_variables(func): """ Use this decorator on Step.action implementation. Your action method should always return variables, or both variables and output. This decorator will update variables with output. """ @wraps(func) def wrapper(self, *args, **kwargs): result = f...

[ "def", "update_variables", "(", "func", ")", ":", "@", "wraps", "(", "func", ")", "def", "wrapper", "(", "self", ",", "*", "args", ",", "*", "*", "kwargs", ")", ":", "result", "=", "func", "(", "self", ",", "*", "args", ",", "*", "*", "kwargs", ...

25.55

18.85

def fit(pointlist): ''' Parameters pointlist [[x0,y0], [x1,y1], [x2,y2], ...] Points [None, None] are allowed but ignored. ''' # Separate x and y and clear Nones is_num = lambda x: isinstance(x, Number) pick_x = lambda x: x[0] pick_y = lambda x: x[1] xs =...

[ "def", "fit", "(", "pointlist", ")", ":", "# Separate x and y and clear Nones", "is_num", "=", "lambda", "x", ":", "isinstance", "(", "x", ",", "Number", ")", "pick_x", "=", "lambda", "x", ":", "x", "[", "0", "]", "pick_y", "=", "lambda", "x", ":", "x"...

28.125

17.75

def connection_lost(self, exception): """Called when the connection is lost or closed. The argument is either an exception object or None. The latter means a regular EOF is received, or the connection was aborted or closed by this side of the connection. """ if exception...

[ "def", "connection_lost", "(", "self", ",", "exception", ")", ":", "if", "exception", ":", "self", ".", "logger", ".", "exception", "(", "'Connection lost!'", ")", "else", ":", "self", ".", "logger", ".", "info", "(", "'Connection lost'", ")" ]

38.818182

16.909091

def collect_conflicts_within( context: ValidationContext, conflicts: List[Conflict], cached_fields_and_fragment_names: Dict, compared_fragment_pairs: "PairSet", field_map: NodeAndDefCollection, ) -> None: """Collect all Conflicts "within" one collection of fields.""" # A field map is a keyed...

[ "def", "collect_conflicts_within", "(", "context", ":", "ValidationContext", ",", "conflicts", ":", "List", "[", "Conflict", "]", ",", "cached_fields_and_fragment_names", ":", "Dict", ",", "compared_fragment_pairs", ":", "\"PairSet\"", ",", "field_map", ":", "NodeAndD...

45.83871

15.83871

def simple_cythonize(src, destdir=None, cwd=None, logger=None, full_module_name=None, only_update=False, **cy_kwargs): """ Generates a C file from a Cython source file. Parameters ---------- src: path string path to Cython source destdir: path s...

[ "def", "simple_cythonize", "(", "src", ",", "destdir", "=", "None", ",", "cwd", "=", "None", ",", "logger", "=", "None", ",", "full_module_name", "=", "None", ",", "only_update", "=", "False", ",", "*", "*", "cy_kwargs", ")", ":", "from", "Cython", "."...

32.591549

17.943662

def _get(self, url, params=None): """Used by every other method, it makes a GET request with the given params. Args: url (str): relative path of a specific service (account_info, ...). params (:obj:`dict`, optional): contains parameters to be sent in the GET request. Re...

[ "def", "_get", "(", "self", ",", "url", ",", "params", "=", "None", ")", ":", "if", "not", "params", ":", "params", "=", "{", "}", "params", ".", "update", "(", "{", "'login'", ":", "self", ".", "login", ",", "'key'", ":", "self", ".", "key", "...

32.631579

26.894737

def recv_all_filtered(self, keycheck, tab_key, timeout=0.5): ''' Receive a all messages matching a filter, using the callable `keycheck` to filter received messages for content. This function will *ALWAY* block for at least `timeout` seconds. If chromium is for some reason continuously streaming responses, ...

[ "def", "recv_all_filtered", "(", "self", ",", "keycheck", ",", "tab_key", ",", "timeout", "=", "0.5", ")", ":", "self", ".", "__check_open_socket", "(", "tab_key", ")", "# First, check if the message has already been received.", "ret", "=", "[", "tmp", "for", "tmp...

31.270833

28.729167

def _get_model_objs_to_sync(model_ids_to_sync, model_objs_map, sync_all): """ Given the model IDs to sync, fetch all model objects to sync """ model_objs_to_sync = {} for ctype, model_ids_to_sync_for_ctype in model_ids_to_sync.items(): model_qset = entity_registry.entity_registry.get(ctype.m...

[ "def", "_get_model_objs_to_sync", "(", "model_ids_to_sync", ",", "model_objs_map", ",", "sync_all", ")", ":", "model_objs_to_sync", "=", "{", "}", "for", "ctype", ",", "model_ids_to_sync_for_ctype", "in", "model_ids_to_sync", ".", "items", "(", ")", ":", "model_qset...

40

25.875

def generate_clickable_map(self): # type: () -> unicode """Generate clickable map tags if clickable item exists. If not exists, this only returns empty string. """ if self.clickable: return '\n'.join([self.content[0]] + self.clickable + [self.content[-1]]) el...

[ "def", "generate_clickable_map", "(", "self", ")", ":", "# type: () -> unicode", "if", "self", ".", "clickable", ":", "return", "'\\n'", ".", "join", "(", "[", "self", ".", "content", "[", "0", "]", "]", "+", "self", ".", "clickable", "+", "[", "self", ...

33.6

17.7

def terms(cls, tags, minimum_match=None): ''' A query that match on any (configurable) of the provided terms. This is a simpler syntax query for using a bool query with several term queries in the should clauses. For example: { "terms" : { "tags" : [ "blue", "pill" ]...

[ "def", "terms", "(", "cls", ",", "tags", ",", "minimum_match", "=", "None", ")", ":", "instance", "=", "cls", "(", "terms", "=", "{", "'tags'", ":", "tags", "}", ")", "if", "minimum_match", "is", "not", "None", ":", "instance", "[", "'terms'", "]", ...

38.642857

26.785714

def load_data(self, table_name, obj, database=None, **kwargs): """ Wraps the LOAD DATA DDL statement. Loads data into an MapD table by physically moving data files. Parameters ---------- table_name : string obj: pandas.DataFrame or pyarrow.Table database ...

[ "def", "load_data", "(", "self", ",", "table_name", ",", "obj", ",", "database", "=", "None", ",", "*", "*", "kwargs", ")", ":", "_database", "=", "self", ".", "db_name", "self", ".", "set_database", "(", "database", ")", "self", ".", "con", ".", "lo...

34.133333

13.6

def visitInlineShapeOr(self, ctx: ShExDocParser.InlineShapeOrContext): """ inlineShapeOr: inlineShapeAnd (KW_OR inlineShapeAnd)* """ if len(ctx.inlineShapeAnd()) > 1: self.expr = ShapeOr(id=self.label, shapeExprs=[]) for sa in ctx.inlineShapeAnd(): sep = ShexShape...

[ "def", "visitInlineShapeOr", "(", "self", ",", "ctx", ":", "ShExDocParser", ".", "InlineShapeOrContext", ")", ":", "if", "len", "(", "ctx", ".", "inlineShapeAnd", "(", ")", ")", ">", "1", ":", "self", ".", "expr", "=", "ShapeOr", "(", "id", "=", "self"...

48.5

13.2

def as_command(self): """Return a find command document for this query. Should be called *after* get_message. """ if '$explain' in self.spec: self.name = 'explain' return _gen_explain_command( self.coll, self.spec, self.fields, self.ntoskip, ...

[ "def", "as_command", "(", "self", ")", ":", "if", "'$explain'", "in", "self", ".", "spec", ":", "self", ".", "name", "=", "'explain'", "return", "_gen_explain_command", "(", "self", ".", "coll", ",", "self", ".", "spec", ",", "self", ".", "fields", ","...

40.333333

12.066667

def proof_req_attr_referents(proof_req: dict) -> dict: """ Given a proof request with all requested attributes having cred def id restrictions, return its attribute referents by cred def id and attribute. The returned structure can be useful in populating the extra WQL query parameter in the creden...

[ "def", "proof_req_attr_referents", "(", "proof_req", ":", "dict", ")", "->", "dict", ":", "rv", "=", "{", "}", "for", "uuid", ",", "spec", "in", "proof_req", "[", "'requested_attributes'", "]", ".", "items", "(", ")", ":", "cd_id", "=", "None", "for", ...

31.455696

20.696203

def read_namespaced_pod(self, name, namespace, **kwargs): # noqa: E501 """read_namespaced_pod # noqa: E501 read the specified Pod # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread ...

[ "def", "read_namespaced_pod", "(", "self", ",", "name", ",", "namespace", ",", "*", "*", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async_req'", ")", ":", "return", "s...

53.44

27.64

def add_directories(names): """Git/Mercurial/zip files omit directories, let's add them back.""" res = list(names) seen = set(names) for name in names: while True: name = os.path.dirname(name) if not name or name in seen: break res.append(name)...

[ "def", "add_directories", "(", "names", ")", ":", "res", "=", "list", "(", "names", ")", "seen", "=", "set", "(", "names", ")", "for", "name", "in", "names", ":", "while", "True", ":", "name", "=", "os", ".", "path", ".", "dirname", "(", "name", ...

29.916667

12.75

def toXml(self, xparent=None): """ Converts this object to XML. :param xparent | <xml.etree.ElementTree.Element> || None :return <xml.etree.ElementTree.Element> """ if xparent is None: xml = ElementTree.Element('object') else: xm...

[ "def", "toXml", "(", "self", ",", "xparent", "=", "None", ")", ":", "if", "xparent", "is", "None", ":", "xml", "=", "ElementTree", ".", "Element", "(", "'object'", ")", "else", ":", "xml", "=", "ElementTree", ".", "SubElement", "(", "xparent", ",", "...

31.842105

16.052632

def add_translation_field(self, field, translation_field): """ Add a new translation field to both fields dicts. """ self.local_fields[field].add(translation_field) self.fields[field].add(translation_field)

[ "def", "add_translation_field", "(", "self", ",", "field", ",", "translation_field", ")", ":", "self", ".", "local_fields", "[", "field", "]", ".", "add", "(", "translation_field", ")", "self", ".", "fields", "[", "field", "]", ".", "add", "(", "translatio...

40.166667

9.833333

def get_archiver(self, kind): """ Returns instance of archiver class specific to given kind :param kind: archive kind """ archivers = { 'tar': TarArchiver, 'tbz2': Tbz2Archiver, 'tgz': TgzArchiver, 'zip': ZipArchiver, } return archivers[kind]()

[ "def", "get_archiver", "(", "self", ",", "kind", ")", ":", "archivers", "=", "{", "'tar'", ":", "TarArchiver", ",", "'tbz2'", ":", "Tbz2Archiver", ",", "'tgz'", ":", "TgzArchiver", ",", "'zip'", ":", "ZipArchiver", ",", "}", "return", "archivers", "[", "...

19.533333

18.866667

def build_top_graph(self,tokens): """ Build a Godot graph instance from parsed data. """ # Get basic graph information. strict = tokens[0] == 'strict' graphtype = tokens[1] directed = graphtype == 'digraph' graphname = tokens[2] # Build the graph g...

[ "def", "build_top_graph", "(", "self", ",", "tokens", ")", ":", "# Get basic graph information.", "strict", "=", "tokens", "[", "0", "]", "==", "'strict'", "graphtype", "=", "tokens", "[", "1", "]", "directed", "=", "graphtype", "==", "'digraph'", "graphname",...

38.727273

8.454545

def get_label(self, queryset, query_data): """ Gets option label for each datum. Can be used for type identification of individual serialized objects """ if query_data.get('label', False): return query_data['label'] try: return queryset.model.__na...

[ "def", "get_label", "(", "self", ",", "queryset", ",", "query_data", ")", ":", "if", "query_data", ".", "get", "(", "'label'", ",", "False", ")", ":", "return", "query_data", "[", "'label'", "]", "try", ":", "return", "queryset", ".", "model", ".", "__...

33.416667

11.583333

def write_case_data(self, file): """ Writes the header to file. """ case_sheet = self.book.add_sheet("Case") case_sheet.write(0, 0, "Name") case_sheet.write(0, 1, self.case.name) case_sheet.write(1, 0, "base_mva") case_sheet.write(1, 1, self.case.base_mva)

[ "def", "write_case_data", "(", "self", ",", "file", ")", ":", "case_sheet", "=", "self", ".", "book", ".", "add_sheet", "(", "\"Case\"", ")", "case_sheet", ".", "write", "(", "0", ",", "0", ",", "\"Name\"", ")", "case_sheet", ".", "write", "(", "0", ...

38.125

4.5

def get(self, historics_id=None, maximum=None, page=None, with_estimate=None): """ Get the historics query with the given ID, if no ID is provided then get a list of historics queries. Uses API documented at http://dev.datasift.com/docs/api/rest-api/endpoints/historicsget :param histor...

[ "def", "get", "(", "self", ",", "historics_id", "=", "None", ",", "maximum", "=", "None", ",", "page", "=", "None", ",", "with_estimate", "=", "None", ")", ":", "params", "=", "{", "'id'", ":", "historics_id", "}", "if", "maximum", ":", "params", "["...

48.962963

23.333333

def Bernstein(n, k): """Bernstein polynomial. """ coeff = binom(n, k) def _bpoly(x): return coeff * x ** k * (1 - x) ** (n - k) return _bpoly

[ "def", "Bernstein", "(", "n", ",", "k", ")", ":", "coeff", "=", "binom", "(", "n", ",", "k", ")", "def", "_bpoly", "(", "x", ")", ":", "return", "coeff", "*", "x", "**", "k", "*", "(", "1", "-", "x", ")", "**", "(", "n", "-", "k", ")", ...

16.3

21.2

def make_step_rcont (transition): """Return a ufunc-like step function that is right-continuous. Returns 1 if x >= transition, 0 otherwise. """ if not np.isfinite (transition): raise ValueError ('"transition" argument must be finite number; got %r' % transition) def step_rcont (x): ...

[ "def", "make_step_rcont", "(", "transition", ")", ":", "if", "not", "np", ".", "isfinite", "(", "transition", ")", ":", "raise", "ValueError", "(", "'\"transition\" argument must be finite number; got %r'", "%", "transition", ")", "def", "step_rcont", "(", "x", ")...

33.684211

19.157895

def context_processor(self, func: Callable, name: AppOrBlueprintKey=None) -> Callable: """Add a template context processor. This is designed to be used as a decorator. An example usage, .. code-block:: python @app.context_processor def update_context(context): ...

[ "def", "context_processor", "(", "self", ",", "func", ":", "Callable", ",", "name", ":", "AppOrBlueprintKey", "=", "None", ")", "->", "Callable", ":", "self", ".", "template_context_processors", "[", "name", "]", ".", "append", "(", "ensure_coroutine", "(", ...

31.428571

22.785714

def _toc_fetch_finished(self): """Callback for when the TOC fetching is finished""" self.cf.remove_port_callback(self.port, self._new_packet_cb) logger.debug('[%d]: Done!', self.port) self.finished_callback()

[ "def", "_toc_fetch_finished", "(", "self", ")", ":", "self", ".", "cf", ".", "remove_port_callback", "(", "self", ".", "port", ",", "self", ".", "_new_packet_cb", ")", "logger", ".", "debug", "(", "'[%d]: Done!'", ",", "self", ".", "port", ")", "self", "...

47.2

10.4

def _check_type(self, check_type, properties): """Decode a properties type looking for a specific type.""" if 'PrimitiveType' in properties: return properties['PrimitiveType'] == check_type if properties['Type'] == 'List': if 'ItemType' in properties: retu...

[ "def", "_check_type", "(", "self", ",", "check_type", ",", "properties", ")", ":", "if", "'PrimitiveType'", "in", "properties", ":", "return", "properties", "[", "'PrimitiveType'", "]", "==", "check_type", "if", "properties", "[", "'Type'", "]", "==", "'List'"...

45.8

11.7

def termination_check_md5(self): # type: (Downloader) -> bool """Check if terminated from MD5 context :param Downloader self: this :rtype: bool :return: if terminated from MD5 context """ with self._md5_meta_lock: with self._transfer_lock: ...

[ "def", "termination_check_md5", "(", "self", ")", ":", "# type: (Downloader) -> bool", "with", "self", ".", "_md5_meta_lock", ":", "with", "self", ".", "_transfer_lock", ":", "return", "(", "self", ".", "_download_terminate", "or", "(", "self", ".", "_all_remote_f...

39.846154

8.615385

def human_and_01(X, y, model_generator, method_name): """ AND (false/true) This tests how well a feature attribution method agrees with human intuition for an AND operation combined with linear effects. This metric deals specifically with the question of credit allocation for the following function ...

[ "def", "human_and_01", "(", "X", ",", "y", ",", "model_generator", ",", "method_name", ")", ":", "return", "_human_and", "(", "X", ",", "model_generator", ",", "method_name", ",", "False", ",", "True", ")" ]

36.2

21.066667

def index_into(self, document, id) -> bool: """Index a single document into the index.""" try: self.instance.index(index=self.index, doc_type=self.doc_type, body=json.dumps(document, ensure_ascii=False), id=id) except RequestError as ex: logging.error(ex) retu...

[ "def", "index_into", "(", "self", ",", "document", ",", "id", ")", "->", "bool", ":", "try", ":", "self", ".", "instance", ".", "index", "(", "index", "=", "self", ".", "index", ",", "doc_type", "=", "self", ".", "doc_type", ",", "body", "=", "json...

39.777778

21.666667

def delete(self, key): """ Equals to setting the value to None """ validate_is_bytes(key) self.root_hash = self._set(self.root_hash, encode_to_bin(key), b'')

[ "def", "delete", "(", "self", ",", "key", ")", ":", "validate_is_bytes", "(", "key", ")", "self", ".", "root_hash", "=", "self", ".", "_set", "(", "self", ".", "root_hash", ",", "encode_to_bin", "(", "key", ")", ",", "b''", ")" ]

27.428571

15.142857

def __caclulate_optimal_neighbor_cluster_score(self, index_cluster, difference): """! @brief Calculates 'B' score for the specific object for the nearest cluster. @param[in] index_point (uint): Index point from input data for which 'B' score should be calculated. @param[in] index_c...

[ "def", "__caclulate_optimal_neighbor_cluster_score", "(", "self", ",", "index_cluster", ",", "difference", ")", ":", "optimal_score", "=", "float", "(", "'inf'", ")", "for", "index_neighbor_cluster", "in", "range", "(", "len", "(", "self", ".", "__clusters", ")", ...

41.454545

27.227273

def new_session(self, zipkin_trace_v2, v2_ui=False): """Creates a new SchedulerSession for this Scheduler.""" return SchedulerSession(self, self._native.new_session( self._scheduler, zipkin_trace_v2, v2_ui, multiprocessing.cpu_count()) )

[ "def", "new_session", "(", "self", ",", "zipkin_trace_v2", ",", "v2_ui", "=", "False", ")", ":", "return", "SchedulerSession", "(", "self", ",", "self", ".", "_native", ".", "new_session", "(", "self", ".", "_scheduler", ",", "zipkin_trace_v2", ",", "v2_ui",...

50.2

20.2

def get_events(self): """Send a HTTP request to the satellite (GET /_events) Get monitoring events from the satellite. :return: Broks list on success, [] on failure :rtype: list """ res = self.con.get('_events', wait=False) logger.debug("Got events from %s: %s", ...

[ "def", "get_events", "(", "self", ")", ":", "res", "=", "self", ".", "con", ".", "get", "(", "'_events'", ",", "wait", "=", "False", ")", "logger", ".", "debug", "(", "\"Got events from %s: %s\"", ",", "self", ".", "name", ",", "res", ")", "return", ...

36.4

13.5

def load_hash_configuration(self, hash_name): """ Loads and returns hash configuration """ conf = self.redis_object.get(hash_name+'_conf') return pickle.loads(conf) if conf is not None else None

[ "def", "load_hash_configuration", "(", "self", ",", "hash_name", ")", ":", "conf", "=", "self", ".", "redis_object", ".", "get", "(", "hash_name", "+", "'_conf'", ")", "return", "pickle", ".", "loads", "(", "conf", ")", "if", "conf", "is", "not", "None",...

32.714286

12.428571

def load_json_string(data): """ <Purpose> Deserialize 'data' (JSON string) to a Python object. <Arguments> data: A JSON string. <Exceptions> securesystemslib.exceptions.Error, if 'data' cannot be deserialized to a Python object. <Side Effects> None. <Returns> Deserialized o...

[ "def", "load_json_string", "(", "data", ")", ":", "deserialized_object", "=", "None", "try", ":", "deserialized_object", "=", "json", ".", "loads", "(", "data", ")", "except", "TypeError", ":", "message", "=", "'Invalid JSON string: '", "+", "repr", "(", "data...

20.457143

24.857143

def resolve_or_missing(self, key): """Resolves a variable like :meth:`resolve` but returns the special `missing` value if it cannot be found. """ if self._legacy_resolve_mode: rv = self.resolve(key) if isinstance(rv, Undefined): rv = missing ...

[ "def", "resolve_or_missing", "(", "self", ",", "key", ")", ":", "if", "self", ".", "_legacy_resolve_mode", ":", "rv", "=", "self", ".", "resolve", "(", "key", ")", "if", "isinstance", "(", "rv", ",", "Undefined", ")", ":", "rv", "=", "missing", "return...

37.1

6.5

def _serialize(cls, data): """Serialize data to an frozen tuple.""" if hasattr(data, "__hash__") and callable(data.__hash__): # If the data is already hashable (should be immutable) return it return data elif isinstance(data, list): # Freeze the elements of th...

[ "def", "_serialize", "(", "cls", ",", "data", ")", ":", "if", "hasattr", "(", "data", ",", "\"__hash__\"", ")", "and", "callable", "(", "data", ".", "__hash__", ")", ":", "# If the data is already hashable (should be immutable) return it", "return", "data", "elif"...

42.285714

15.904762

def channelModeModifyAcknowledge(): """CHANNEL MODE MODIFY ACKNOWLEDGE Section 9.1.6""" a = TpPd(pd=0x6) b = MessageType(mesType=0x17) # 00010111 c = ChannelDescription2() d = ChannelMode() packet = a / b / c / d return packet

[ "def", "channelModeModifyAcknowledge", "(", ")", ":", "a", "=", "TpPd", "(", "pd", "=", "0x6", ")", "b", "=", "MessageType", "(", "mesType", "=", "0x17", ")", "# 00010111", "c", "=", "ChannelDescription2", "(", ")", "d", "=", "ChannelMode", "(", ")", "...

31

12.125

def get_initial_centroids(self): '''Randomly choose k data points as initial centroids''' if self.seed is not None: # useful for obtaining consistent results np.random.seed(self.seed) n = self.data.shape[0] # number of data points # Pick K indices from range [0, N). ...

[ "def", "get_initial_centroids", "(", "self", ")", ":", "if", "self", ".", "seed", "is", "not", "None", ":", "# useful for obtaining consistent results", "np", ".", "random", ".", "seed", "(", "self", ".", "seed", ")", "n", "=", "self", ".", "data", ".", ...

48.2

21.933333

def get_task_log(self, project, release_id, environment_id, release_deploy_phase_id, task_id, start_line=None, end_line=None, **kwargs): """GetTaskLog. [Preview API] Gets the task log of a release as a plain text file. :param str project: Project ID or project name :param int release_id:...

[ "def", "get_task_log", "(", "self", ",", "project", ",", "release_id", ",", "environment_id", ",", "release_deploy_phase_id", ",", "task_id", ",", "start_line", "=", "None", ",", "end_line", "=", "None", ",", "*", "*", "kwargs", ")", ":", "route_values", "="...

56.512821

24.487179

def _build_environ(self) -> Dict[str, Optional[str]]: """ Build environment variables suitable for passing to the Model. """ d: Dict[str, Optional[str]] = {} if self.__config__.case_insensitive: env_vars = {k.lower(): v for k, v in os.environ.items()} else: ...

[ "def", "_build_environ", "(", "self", ")", "->", "Dict", "[", "str", ",", "Optional", "[", "str", "]", "]", ":", "d", ":", "Dict", "[", "str", ",", "Optional", "[", "str", "]", "]", "=", "{", "}", "if", "self", ".", "__config__", ".", "case_insen...

37.107143

19.178571

def getUserPassword(host='www.cadc-ccda.hia-iha.nrc-cnrc.gc.ca'): """"Getting the username/password for host from .netrc filie """ if os.access(os.path.join(os.environ.get('HOME','/'),".netrc"),os.R_OK): auth=netrc.netrc().authenticators(host) else: auth=False if not auth: sys.st...

[ "def", "getUserPassword", "(", "host", "=", "'www.cadc-ccda.hia-iha.nrc-cnrc.gc.ca'", ")", ":", "if", "os", ".", "access", "(", "os", ".", "path", ".", "join", "(", "os", ".", "environ", ".", "get", "(", "'HOME'", ",", "'/'", ")", ",", "\".netrc\"", ")",...

37.428571

16.857143

def create_persistent_volume(self, body, **kwargs): # noqa: E501 """create_persistent_volume # noqa: E501 create a PersistentVolume # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> threa...

[ "def", "create_persistent_volume", "(", "self", ",", "body", ",", "*", "*", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async_req'", ")", ":", "return", "self", ".", "c...

58.041667

31.541667

def _load_properties(self): """Loads the properties from Flickr.""" method = 'flickr.groups.getInfo' data = _doget(method, group_id=self.id) self.__loaded = True group = data.rsp.group self.__name = photo.name.text self.__members = photo.members.text ...

[ "def", "_load_properties", "(", "self", ")", ":", "method", "=", "'flickr.groups.getInfo'", "data", "=", "_doget", "(", "method", ",", "group_id", "=", "self", ".", "id", ")", "self", ".", "__loaded", "=", "True", "group", "=", "data", ".", "rsp", ".", ...

31.933333

11.466667

def get_timer(self, name=None): '''Shortcut for getting a :class:`~statsd.timer.Timer` instance :keyword name: See :func:`~statsd.client.Client.get_client` :type name: str ''' return self.get_client(name=name, class_=statsd.Timer)

[ "def", "get_timer", "(", "self", ",", "name", "=", "None", ")", ":", "return", "self", ".", "get_client", "(", "name", "=", "name", ",", "class_", "=", "statsd", ".", "Timer", ")" ]

37.857143

25

def set_position(self, point, reset=False): """ sets camera position to a point """ if isinstance(point, np.ndarray): if point.ndim != 1: point = point.ravel() self.camera.SetPosition(point) if reset: self.reset_camera() self.camera_set = T...

[ "def", "set_position", "(", "self", ",", "point", ",", "reset", "=", "False", ")", ":", "if", "isinstance", "(", "point", ",", "np", ".", "ndarray", ")", ":", "if", "point", ".", "ndim", "!=", "1", ":", "point", "=", "point", ".", "ravel", "(", "...

33.7

7.8

def import_module_with_exceptions(name, package=None): """Wrapper around importlib.import_module to import TimeSide subpackage and ignoring ImportError if Aubio, Yaafe and Vamp Host are not available""" from timeside.core import _WITH_AUBIO, _WITH_YAAFE, _WITH_VAMP if name.count('.server.'): #...

[ "def", "import_module_with_exceptions", "(", "name", ",", "package", "=", "None", ")", ":", "from", "timeside", ".", "core", "import", "_WITH_AUBIO", ",", "_WITH_YAAFE", ",", "_WITH_VAMP", "if", "name", ".", "count", "(", "'.server.'", ")", ":", "# TODO:", "...

33.575758

18.424242

def remove(self): """ remove the gear from the cache and stop this actor :return: """ LOGGER.debug("InjectorGearSkeleton.remove") ret = self.cached_gear_actor.remove().get() if self.actor_ref: self.stop() return ret

[ "def", "remove", "(", "self", ")", ":", "LOGGER", ".", "debug", "(", "\"InjectorGearSkeleton.remove\"", ")", "ret", "=", "self", ".", "cached_gear_actor", ".", "remove", "(", ")", ".", "get", "(", ")", "if", "self", ".", "actor_ref", ":", "self", ".", ...

28.2

14

def convert_nb(fname, dest_path='.'): "Convert a notebook `fname` to html file in `dest_path`." from .gen_notebooks import remove_undoc_cells, remove_code_cell_jupyter_widget_state_elem nb = read_nb(fname) nb['cells'] = remove_undoc_cells(nb['cells']) nb['cells'] = remove_code_cell_jupyter_widget_st...

[ "def", "convert_nb", "(", "fname", ",", "dest_path", "=", "'.'", ")", ":", "from", ".", "gen_notebooks", "import", "remove_undoc_cells", ",", "remove_code_cell_jupyter_widget_state_elem", "nb", "=", "read_nb", "(", "fname", ")", "nb", "[", "'cells'", "]", "=", ...

55.846154

22.153846

def interrupt(self, interrupt): """Perform the shutdown of this server and save the exception.""" self._interrupt = True self.stop() self._interrupt = interrupt

[ "def", "interrupt", "(", "self", ",", "interrupt", ")", ":", "self", ".", "_interrupt", "=", "True", "self", ".", "stop", "(", ")", "self", ".", "_interrupt", "=", "interrupt" ]

37.6

9

def _get_live_streams(self, match): """ Get the live stream in a particular language :param match: :return: """ live_url = self._live_api_url.format(match.get("subdomain")) live_res = self.session.http.json(self.session.http.get(live_url), schema=self._live_schema...

[ "def", "_get_live_streams", "(", "self", ",", "match", ")", ":", "live_url", "=", "self", ".", "_live_api_url", ".", "format", "(", "match", ".", "get", "(", "\"subdomain\"", ")", ")", "live_res", "=", "self", ".", "session", ".", "http", ".", "json", ...

45.076923

29.230769

def who(self, target): """ Runs a WHO on a target Required arguments: * target - /WHO <target> Returns a dictionary, with a nick as the key and - the value is a list in the form of; [0] - Username [1] - Priv level [2] - Real name ...

[ "def", "who", "(", "self", ",", "target", ")", ":", "with", "self", ".", "lock", ":", "self", ".", "send", "(", "'WHO %s'", "%", "target", ")", "who_lst", "=", "{", "}", "while", "self", ".", "readable", "(", ")", ":", "msg", "=", "self", ".", ...

40.977778

12.222222

def is_tablet_tool(self): """Macro to check if this event is a :class:`~libinput.event.TabletToolEvent`. """ if self in {type(self).TABLET_TOOL_AXIS, type(self).TABLET_TOOL_BUTTON, type(self).TABLET_TOOL_PROXIMITY, type(self).TABLET_TOOL_TIP}: return True else: return False

[ "def", "is_tablet_tool", "(", "self", ")", ":", "if", "self", "in", "{", "type", "(", "self", ")", ".", "TABLET_TOOL_AXIS", ",", "type", "(", "self", ")", ".", "TABLET_TOOL_BUTTON", ",", "type", "(", "self", ")", ".", "TABLET_TOOL_PROXIMITY", ",", "type"...

28.5

20.2

def mean(x): """ Return a numpy array of column mean. It does not affect if the array is one dimension Parameters ---------- x : ndarray A numpy array instance Returns ------- ndarray A 1 x n numpy array instance of column mean Examples -------- >>> a =...

[ "def", "mean", "(", "x", ")", ":", "if", "x", ".", "ndim", ">", "1", "and", "len", "(", "x", "[", "0", "]", ")", ">", "1", ":", "return", "np", ".", "mean", "(", "x", ",", "axis", "=", "1", ")", "return", "x" ]

20.214286

20.428571

def COOKIES(self): """ Cookies parsed into a dictionary. Signed cookies are NOT decoded automatically. See :meth:`get_cookie` for details. """ raw_dict = SimpleCookie(self.headers.get('Cookie','')) cookies = {} for cookie in six.itervalues(raw_dict): cooki...

[ "def", "COOKIES", "(", "self", ")", ":", "raw_dict", "=", "SimpleCookie", "(", "self", ".", "headers", ".", "get", "(", "'Cookie'", ",", "''", ")", ")", "cookies", "=", "{", "}", "for", "cookie", "in", "six", ".", "itervalues", "(", "raw_dict", ")", ...

40.444444

13

def version(*names, **kwargs): ''' Returns a string representing the package version or an empty string if not installed. If more than one package name is specified, a dict of name/version pairs is returned. CLI Example: .. code-block:: bash salt '*' pkg.version <package name> ...

[ "def", "version", "(", "*", "names", ",", "*", "*", "kwargs", ")", ":", "if", "len", "(", "names", ")", "==", "1", ":", "vers", "=", "__proxy__", "[", "'dummy.package_status'", "]", "(", "names", "[", "0", "]", ")", "return", "vers", "[", "names", ...

29.318182

22.318182