kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def listReleaseVersions(self, release_version="", dataset='', logical_file_name=''): """ List release versions """ if dataset and ('%' in dataset or '*' in dataset): dbsExceptionHandler('dbsException-invalid-input', " DBSReleaseVersion/listReleaseVersions. No ...	[ "def", "listReleaseVersions", "(", "self", ",", "release_version", "=", "\"\"", ",", "dataset", "=", "''", ",", "logical_file_name", "=", "''", ")", ":", "if", "dataset", "and", "(", "'%'", "in", "dataset", "or", "'*'", "in", "dataset", ")", ":", "dbsExc...	40	20.642857
def populate_from_path(bucket, source, checksum=True, key_prefix='', chunk_size=None): """Populate a ``bucket`` from all files in path. :param bucket: The bucket (instance or id) to create the object in. :param source: The file or directory path. :param checksum: If ``True`` then...	[ "def", "populate_from_path", "(", "bucket", ",", "source", ",", "checksum", "=", "True", ",", "key_prefix", "=", "''", ",", "chunk_size", "=", "None", ")", ":", "from", ".", "models", "import", "FileInstance", ",", "ObjectVersion", "def", "create_file", "(",...	42.139535	19.046512
def _parse_message(self, data): """ Parse the message from the device. :param data: message data :type data: string :raises: :py:class:`~alarmdecoder.util.InvalidMessageError` """ match = self._regex.match(str(data)) if match is None: raise ...	[ "def", "_parse_message", "(", "self", ",", "data", ")", ":", "match", "=", "self", ".", "_regex", ".", "match", "(", "str", "(", "data", ")", ")", "if", "match", "is", "None", ":", "raise", "InvalidMessageError", "(", "'Received invalid message: {0}'", "."...	37.844444	14.866667
def get_node_bundle(manager, handle_id=None, node=None): """ :param manager: Neo4jDBSessionManager :param handle_id: Unique id :type handle_id: str\|unicode :param node: Node object :type node: neo4j.v1.types.Node :return: dict """ if not node: node = get_node(manager, handle_...	[ "def", "get_node_bundle", "(", "manager", ",", "handle_id", "=", "None", ",", "node", "=", "None", ")", ":", "if", "not", "node", ":", "node", "=", "get_node", "(", "manager", ",", "handle_id", "=", "handle_id", ",", "legacy", "=", "False", ")", "d", ...	28.909091	14.545455
def _get_structure(self, data, primitive): """ Generate structure from part of the cif. """ def get_num_implicit_hydrogens(sym): num_h = {"Wat": 2, "wat": 2, "O-H": 1} return num_h.get(sym[:3], 0) lattice = self.get_lattice(data) # if magCIF, ge...	[ "def", "_get_structure", "(", "self", ",", "data", ",", "primitive", ")", ":", "def", "get_num_implicit_hydrogens", "(", "sym", ")", ":", "num_h", "=", "{", "\"Wat\"", ":", "2", ",", "\"wat\"", ":", "2", ",", "\"O-H\"", ":", "1", "}", "return", "num_h"...	41.388889	19.388889
def _logging_callback(level, domain, message, data): """ Callback that outputs libgphoto2's logging message via Python's standard logging facilities. :param level: libgphoto2 logging level :param domain: component the message originates from :param message: logging message :param data: ...	[ "def", "_logging_callback", "(", "level", ",", "domain", ",", "message", ",", "data", ")", ":", "domain", "=", "ffi", ".", "string", "(", "domain", ")", ".", "decode", "(", ")", "message", "=", "ffi", ".", "string", "(", "message", ")", ".", "decode"...	35.5	11.6875
def get_arg_info(self, state, is_fp=None, sizes=None): """ This is just a simple wrapper that collects the information from various locations is_fp and sizes are passed to self.arg_locs and self.get_args :param angr.SimState state: The state to evaluate and extract the values from ...	[ "def", "get_arg_info", "(", "self", ",", "state", ",", "is_fp", "=", "None", ",", "sizes", "=", "None", ")", ":", "argument_types", "=", "self", ".", "func_ty", ".", "args", "argument_names", "=", "self", ".", "func_ty", ".", "arg_names", "if", "self", ...	68.333333	33.166667
def max_pool(input_layer, kernel, stride, edges=PAD_SAME, name=PROVIDED): """Performs max pooling. `kernel` is the patch that will be pooled and it describes the pooling along each of the 4 dimensions. `stride` is how big to take each step. Because more often than not, pooling is only done on the width and...	[ "def", "max_pool", "(", "input_layer", ",", "kernel", ",", "stride", ",", "edges", "=", "PAD_SAME", ",", "name", "=", "PROVIDED", ")", ":", "return", "_pool", "(", "input_layer", ",", "tf", ".", "nn", ".", "max_pool", ",", "kernel", ",", "stride", ",",...	43.965517	23.448276
def _get_mro(cls): """ Returns the bases classes for cls sorted by the MRO. Works around an issue on Jython where inspect.getmro will not return all base classes if multiple classes share the same name. Instead, this function will return a tuple containing the class itself, and the contents of ...	[ "def", "_get_mro", "(", "cls", ")", ":", "if", "platform", ".", "python_implementation", "(", ")", "==", "\"Jython\"", ":", "return", "(", "cls", ",", ")", "+", "cls", ".", "__bases__", "return", "inspect", ".", "getmro", "(", "cls", ")" ]	42.083333	20.083333
def find_element_by_jquery(browser, selector): """Find a single HTML element using jQuery-style selectors.""" elements = find_elements_by_jquery(browser, selector) if not elements: raise AssertionError("No matching element found.") if len(elements) > 1: raise AssertionError("Multiple mat...	[ "def", "find_element_by_jquery", "(", "browser", ",", "selector", ")", ":", "elements", "=", "find_elements_by_jquery", "(", "browser", ",", "selector", ")", "if", "not", "elements", ":", "raise", "AssertionError", "(", "\"No matching element found.\"", ")", "if", ...	44.875	14.875
def distb(self, tb=None, file=None): """Disassemble a traceback (default: last traceback).""" if tb is None: try: tb = sys.last_traceback except AttributeError: raise RuntimeError("no last traceback to disassemble") while tb.tb_next: tb...	[ "def", "distb", "(", "self", ",", "tb", "=", "None", ",", "file", "=", "None", ")", ":", "if", "tb", "is", "None", ":", "try", ":", "tb", "=", "sys", ".", "last_traceback", "except", "AttributeError", ":", "raise", "RuntimeError", "(", "\"no last trace...	43.777778	12.888889
def registerevent(self, event_name, fn_name, args): """ Register at-spi event @param event_name: Event name in at-spi format. @type event_name: string @param fn_name: Callback function @type fn_name: function @param args: arguments to be passed to the callback ...	[ "def", "registerevent", "(", "self", ",", "event_name", ",", "fn_name", ",", "*", "args", ")", ":", "if", "not", "isinstance", "(", "event_name", ",", "str", ")", ":", "raise", "ValueError", "(", "\"event_name should be string\"", ")", "self", ".", "_pollEve...	37.444444	15.777778
def search_response(self, request): """ creates a key from the request and searches the cache with it :param request: :return CacheElement: returns None if there's a cache miss """ logger.debug("Cache Search Response") if self.cache.is_empty() is True: ...	[ "def", "search_response", "(", "self", ",", "request", ")", ":", "logger", ".", "debug", "(", "\"Cache Search Response\"", ")", "if", "self", ".", "cache", ".", "is_empty", "(", ")", "is", "True", ":", "logger", ".", "debug", "(", "\"Empty Cache\"", ")", ...	26	16.56
def delete_currency_by_id(cls, currency_id, **kwargs): """Delete Currency Delete an instance of Currency by its ID. This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True >>> thread = api.delete_currency_by_id(curren...	[ "def", "delete_currency_by_id", "(", "cls", ",", "currency_id", ",", "", "", "kwargs", ")", ":", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async'", ")", ":", "return", "cls", ".", "_delete_currency_by_i...	41.52381	20.142857
def argmin(self, rows: List[Row], column: ComparableColumn) -> List[Row]: """ Takes a list of rows and a column and returns a list containing a single row (dict from columns to cells) that has the minimum numerical value in the given column. We return a list instead of a single dict to b...	[ "def", "argmin", "(", "self", ",", "rows", ":", "List", "[", "Row", "]", ",", "column", ":", "ComparableColumn", ")", "->", "List", "[", "Row", "]", ":", "if", "not", "rows", ":", "return", "[", "]", "value_row_pairs", "=", "[", "(", "row", ".", ...	50	26.428571
def get_model_spec_ting(atomic_number): """ X_u_template[0:2] are teff, logg, vturb in km/s X_u_template[:,3] -> onward, put atomic number atomic_number is 6 for C, 7 for N """ DATA_DIR = "/Users/annaho/Data/LAMOST/Mass_And_Age" temp = np.load("%s/X_u_template_KGh_res=1800.npz" %DATA_DIR) ...	[ "def", "get_model_spec_ting", "(", "atomic_number", ")", ":", "DATA_DIR", "=", "\"/Users/annaho/Data/LAMOST/Mass_And_Age\"", "temp", "=", "np", ".", "load", "(", "\"%s/X_u_template_KGh_res=1800.npz\"", "%", "DATA_DIR", ")", "X_u_template", "=", "temp", "[", "\"X_u_templ...	37.25	8.333333
def clustering_coef_wd(W): ''' The weighted clustering coefficient is the average "intensity" of triangles around a node. Parameters ---------- W : NxN np.ndarray weighted directed connection matrix Returns ------- C : Nx1 np.ndarray clustering coefficient vector ...	[ "def", "clustering_coef_wd", "(", "W", ")", ":", "A", "=", "np", ".", "logical_not", "(", "W", "==", "0", ")", ".", "astype", "(", "float", ")", "# adjacency matrix", "S", "=", "cuberoot", "(", "W", ")", "+", "cuberoot", "(", "W", ".", "T", ")", ...	33.617647	22.794118
def timTuVi(cuc, ngaySinhAmLich): """Tìm vị trí của sao Tử vi Args: cuc (TYPE): Description ngaySinhAmLich (TYPE): Description Returns: TYPE: Description Raises: Exception: Description """ cungDan = 3 # Vị trí cung Dần ban đầu là 3 cucBanDau = cuc if c...	[ "def", "timTuVi", "(", "cuc", ",", "ngaySinhAmLich", ")", ":", "cungDan", "=", "3", "# Vị trí cung Dần ban đầu là 3", "cucBanDau", "=", "cuc", "if", "cuc", "not", "in", "[", "2", ",", "3", ",", "4", ",", "5", ",", "6", "]", ":", "# Tránh trường hợp infin...	28.541667	16.958333
def analogous(clr, angle=10, contrast=0.25): """ Returns colors that are next to each other on the wheel. These yield natural color schemes (like shades of water or sky). The angle determines how far the colors are apart, making it bigger will introduce more variation. The contrast determines t...	[ "def", "analogous", "(", "clr", ",", "angle", "=", "10", ",", "contrast", "=", "0.25", ")", ":", "contrast", "=", "max", "(", "0", ",", "min", "(", "contrast", ",", "1.0", ")", ")", "clr", "=", "color", "(", "clr", ")", "colors", "=", "colorlist"...	31.423077	17.038462
def get_timezone(as_timedelta=False): """ utility to get the machine's timezone """ try: offset_hour = -(time.altzone if time.daylight else time.timezone) except Exception as e: offset_hour = -(datetime.datetime.now() - datetime.datetime.utcnow()).seconds offset_...	[ "def", "get_timezone", "(", "as_timedelta", "=", "False", ")", ":", "try", ":", "offset_hour", "=", "-", "(", "time", ".", "altzone", "if", "time", ".", "daylight", "else", "time", ".", "timezone", ")", "except", "Exception", "as", "e", ":", "offset_hour...	34.6	20
def setCurrentState(self, state): """ Sets the current state for this edit to the inputed state. :param state \| <XLineEdit.State> """ self._currentState = state palette = self.palette() if state == XLineEdit.State.Normal: ...	[ "def", "setCurrentState", "(", "self", ",", "state", ")", ":", "self", ".", "_currentState", "=", "state", "palette", "=", "self", ".", "palette", "(", ")", "if", "state", "==", "XLineEdit", ".", "State", ".", "Normal", ":", "palette", "=", "QApplication...	41.166667	18.583333
def movementCompute(self, displacement, noiseFactor = 0): """ Shift the current active cells by a vector. @param displacement (pair of floats) A translation vector [di, dj]. """ if noiseFactor != 0: displacement = copy.deepcopy(displacement) xnoise = np.random.normal(0, noiseFactor...	[ "def", "movementCompute", "(", "self", ",", "displacement", ",", "noiseFactor", "=", "0", ")", ":", "if", "noiseFactor", "!=", "0", ":", "displacement", "=", "copy", ".", "deepcopy", "(", "displacement", ")", "xnoise", "=", "np", ".", "random", ".", "nor...	34.451613	19.741935
def wavenumber(zsrc, zrec, lsrc, lrec, depth, etaH, etaV, zetaH, zetaV, lambd, ab, xdirect, msrc, mrec, use_ne_eval): r"""Calculate wavenumber domain solution. Return the wavenumber domain solutions ``PJ0``, ``PJ1``, and ``PJ0b``, which have to be transformed with a Hankel transform to the f...	[ "def", "wavenumber", "(", "zsrc", ",", "zrec", ",", "lsrc", ",", "lrec", ",", "depth", ",", "etaH", ",", "etaV", ",", "zetaH", ",", "zetaV", ",", "lambd", ",", "ab", ",", "xdirect", ",", "msrc", ",", "mrec", ",", "use_ne_eval", ")", ":", "# ** CALC...	37.626506	26.518072
def bfs(graph, start=0): """Shortest path in unweighted graph by BFS :param graph: directed graph in listlist or listdict format :param int start: source vertex :returns: distance table, precedence table :complexity: `O(\|V\|+\|E\|)` """ to_visit = deque() dist = [float('inf'...	[ "def", "bfs", "(", "graph", ",", "start", "=", "0", ")", ":", "to_visit", "=", "deque", "(", ")", "dist", "=", "[", "float", "(", "'inf'", ")", "]", "", "len", "(", "graph", ")", "prec", "=", "[", "None", "]", "", "len", "(", "graph", ")", ...	35	11.714286
def _update_values_in_window(self): """Update which values are in the current window.""" window_bound_upper = self._window_bound_lower + self.window_size self._x_in_window = self.x[self._window_bound_lower:window_bound_upper] self._y_in_window = self.y[self._window_bound_lower:window_bou...	[ "def", "_update_values_in_window", "(", "self", ")", ":", "window_bound_upper", "=", "self", ".", "_window_bound_lower", "+", "self", ".", "window_size", "self", ".", "_x_in_window", "=", "self", ".", "x", "[", "self", ".", "_window_bound_lower", ":", "window_bo...	65	23
def do(self, arg): ".exchain - Show the SEH chain" thread = self.get_thread_from_prefix() print "Exception handlers for thread %d" % thread.get_tid() print table = Table() table.addRow("Block", "Function") bits = thread.get_bits() for (seh, seh_func) in thread.get_seh_chain(): if...	[ "def", "do", "(", "self", ",", "arg", ")", ":", "thread", "=", "self", ".", "get_thread_from_prefix", "(", ")", "print", "\"Exception handlers for thread %d\"", "%", "thread", ".", "get_tid", "(", ")", "print", "table", "=", "Table", "(", ")", "table", "."...	35	12.733333
def init_app(application): """ Associates the error handler """ for code in werkzeug.exceptions.default_exceptions: application.register_error_handler(code, handle_http_exception)	[ "def", "init_app", "(", "application", ")", ":", "for", "code", "in", "werkzeug", ".", "exceptions", ".", "default_exceptions", ":", "application", ".", "register_error_handler", "(", "code", ",", "handle_http_exception", ")" ]	33	11.333333
def is_Quadratic(self): """Returns True if the expression is a polynomial with degree exactly 2 (read-only).""" if self.expression.is_Atom: return False if all((len(key.free_symbols) < 2 and (key.is_Add or key.is_Mul or key.is_Atom) for key in self.expression.as_coeff...	[ "def", "is_Quadratic", "(", "self", ")", ":", "if", "self", ".", "expression", ".", "is_Atom", ":", "return", "False", "if", "all", "(", "(", "len", "(", "key", ".", "free_symbols", ")", "<", "2", "and", "(", "key", ".", "is_Add", "or", "key", ".",...	43.763158	15.578947
def do_page_wrap(self, args: List[str]): """Read in a text file and display its output in a pager, wrapping long lines if they don't fit. Usage: page_wrap <file_path> """ if not args: self.perror('page_wrap requires a path to a file as an argument', traceback_war=False) ...	[ "def", "do_page_wrap", "(", "self", ",", "args", ":", "List", "[", "str", "]", ")", ":", "if", "not", "args", ":", "self", ".", "perror", "(", "'page_wrap requires a path to a file as an argument'", ",", "traceback_war", "=", "False", ")", "return", "self", ...	41.111111	16.333333
def _create_json(self): """ JSON Documentation: https://www.jfrog.com/confluence/display/RTF/Security+Configuration+JSON """ data_json = super(GroupLDAP, self)._create_json() data_json.update({ 'realmAttributes': self.realmAttributes, 'external': True, ...	[ "def", "_create_json", "(", "self", ")", ":", "data_json", "=", "super", "(", "GroupLDAP", ",", "self", ")", ".", "_create_json", "(", ")", "data_json", ".", "update", "(", "{", "'realmAttributes'", ":", "self", ".", "realmAttributes", ",", "'external'", "...	34.3	17.7
def write(self, oprot): ''' Write this object to the given output protocol and return self. :type oprot: thryft.protocol._output_protocol._OutputProtocol :rtype: pastpy.gen.database.impl.online.online_database_objects_list_item.OnlineDatabaseObjectsListItem ''' oprot.wr...	[ "def", "write", "(", "self", ",", "oprot", ")", ":", "oprot", ".", "write_struct_begin", "(", "'OnlineDatabaseObjectsListItem'", ")", "oprot", ".", "write_field_begin", "(", "name", "=", "'detail_href'", ",", "type", "=", "11", ",", "id", "=", "None", ")", ...	33.3125	24.9375
def listdir(self, directory_path=None, hidden_files=False): """ Return a list of files and directories in a given directory. :param directory_path: Optional str (defaults to current directory) :param hidden_files: Include hidden files :return: Directory listing """ ...	[ "def", "listdir", "(", "self", ",", "directory_path", "=", "None", ",", "hidden_files", "=", "False", ")", ":", "# Change current directory if a directory path is specified, otherwise use current", "if", "directory_path", ":", "self", ".", "chdir", "(", "directory_path", ...	36.052632	20.473684
def irfs(self, kwargs): """ Get the name of IFRs associted with a particular dataset """ dsval = kwargs.get('dataset', self.dataset(kwargs)) tokens = dsval.split('_') irf_name = "%s_%s_%s" % (DATASET_DICTIONARY['%s_%s' % (tokens[0], tokens[1])], ...	[ "def", "irfs", "(", "self", ",", "", "", "kwargs", ")", ":", "dsval", "=", "kwargs", ".", "get", "(", "'dataset'", ",", "self", ".", "dataset", "(", "", "", "kwargs", ")", ")", "tokens", "=", "dsval", ".", "split", "(", "'_'", ")", "irf_name"...	47.777778	16.555556
def write(graph, fileformat=None, filename=None): """ A basic graph writer (to stdout) for any of the sources. this will write raw triples in rdfxml, unless specified. to write turtle, specify format='turtle' an optional file can be supplied instead of stdout :return: Non...	[ "def", "write", "(", "graph", ",", "fileformat", "=", "None", ",", "filename", "=", "None", ")", ":", "filewriter", "=", "None", "if", "fileformat", "is", "None", ":", "fileformat", "=", "'turtle'", "if", "filename", "is", "not", "None", ":", "with", "...	34.227273	18.5
def delete(self, id): """Delete a file. Parameters: * id: The Puush ID of the file to delete. """ res = self._api_request('del', data={'i': id})[0] if res[0] == '-1': raise PuushError("File deletion failed.")	[ "def", "delete", "(", "self", ",", "id", ")", ":", "res", "=", "self", ".", "_api_request", "(", "'del'", ",", "data", "=", "{", "'i'", ":", "id", "}", ")", "[", "0", "]", "if", "res", "[", "0", "]", "==", "'-1'", ":", "raise", "PuushError", ...	30.333333	14.333333
def managed_process(process): """Wrapper for subprocess.Popen to work across various Python versions, when using the with syntax.""" try: yield process finally: for stream in [process.stdout, process.stdin, process.stderr]: if stream: stream.close() proces...	[ "def", "managed_process", "(", "process", ")", ":", "try", ":", "yield", "process", "finally", ":", "for", "stream", "in", "[", "process", ".", "stdout", ",", "process", ".", "stdin", ",", "process", ".", "stderr", "]", ":", "if", "stream", ":", "strea...	35.555556	18.444444
def convert_mysql_timestamp(timestamp): """Convert a MySQL TIMESTAMP to a Timestamp object. MySQL >= 4.1 returns TIMESTAMP in the same format as DATETIME: >>> mysql_timestamp_converter('2007-02-25 22:32:17') datetime.datetime(2007, 2, 25, 22, 32, 17) MySQL < 4.1 uses a big string of numbers: ...	[ "def", "convert_mysql_timestamp", "(", "timestamp", ")", ":", "if", "timestamp", "[", "4", "]", "==", "'-'", ":", "return", "convert_datetime", "(", "timestamp", ")", "timestamp", "+=", "\"0\"", "*", "(", "14", "-", "len", "(", "timestamp", ")", ")", "# ...	33.451613	21.451613
def str_to_bitstring(data): """Convert a string to a list of bits""" assert isinstance(data, bytes), "Data must be an instance of bytes" byte_list = data_to_byte_list(data) bit_list = [bit for data_byte in byte_list for bit in byte_to_bitstring(data_byte)] return bit_list	[ "def", "str_to_bitstring", "(", "data", ")", ":", "assert", "isinstance", "(", "data", ",", "bytes", ")", ",", "\"Data must be an instance of bytes\"", "byte_list", "=", "data_to_byte_list", "(", "data", ")", "bit_list", "=", "[", "bit", "for", "data_byte", "in"...	47.833333	18.833333
def _process_second_group(self, group): """ Process the second group of a (replace) rule. """ def _replace_codepoint(match): """ Replace the matched Unicode hex code with the corresponding unicode character """ result = self._ma...	[ "def", "_process_second_group", "(", "self", ",", "group", ")", ":", "def", "_replace_codepoint", "(", "match", ")", ":", "\"\"\"\n Replace the matched Unicode hex code\n with the corresponding unicode character\n \"\"\"", "result", "=", "self", "...	30.842105	11.578947
def __parameter_descriptor(self, param): """Creates descriptor for a parameter. Args: param: The parameter to be described. Returns: Dictionary containing a descriptor for the parameter. """ descriptor = {} param_type, param_format = self.__field_to_parameter_type_and_format(param...	[ "def", "__parameter_descriptor", "(", "self", ",", "param", ")", ":", "descriptor", "=", "{", "}", "param_type", ",", "param_format", "=", "self", ".", "__field_to_parameter_type_and_format", "(", "param", ")", "# Required", "if", "param", ".", "required", ":", ...	25.166667	21.47619
def rel_path(base, path): """Return path relative to base.""" if base == path: return '' assert is_prefix(base, path), "{} not a prefix of {}".format(base, path) return path[len(base):].strip('.')	[ "def", "rel_path", "(", "base", ",", "path", ")", ":", "if", "base", "==", "path", ":", "return", "''", "assert", "is_prefix", "(", "base", ",", "path", ")", ",", "\"{} not a prefix of {}\"", ".", "format", "(", "base", ",", "path", ")", "return", "pat...	35.833333	16
def callback(self, msg): """Accept a message that was published, process and forward Parameters ---------- msg : tuple, (str, str, str) The message sent over the line. The `tuple` is of the form: (message_type, channel, payload). Notes ----- ...	[ "def", "callback", "(", "self", ",", "msg", ")", ":", "message_type", ",", "channel", ",", "payload", "=", "msg", "if", "message_type", "!=", "'message'", ":", "return", "try", ":", "payload", "=", "self", ".", "_decode", "(", "payload", ")", "except", ...	27.868421	19.710526
def fromkeys(cls, iterable, value, kwargs): """ Return a new pqict mapping keys from an iterable to the same value. """ return cls(((k, value) for k in iterable), kwargs)	[ "def", "fromkeys", "(", "cls", ",", "iterable", ",", "value", ",", "", "", "kwargs", ")", ":", "return", "cls", "(", "(", "(", "k", ",", "value", ")", "for", "k", "in", "iterable", ")", ",", "", "", "kwargs", ")" ]	33.666667	16.666667
def result(self): """Formats the result.""" return { "count": self._count, "total": self._total, "average": float(self._total) / self._count if self._count else 0 }	[ "def", "result", "(", "self", ")", ":", "return", "{", "\"count\"", ":", "self", ".", "_count", ",", "\"total\"", ":", "self", ".", "_total", ",", "\"average\"", ":", "float", "(", "self", ".", "_total", ")", "/", "self", ".", "_count", "if", "self",...	26.857143	20.428571
def _parse_template_vars(self): """ find all template variables in self._code, excluding the function name. """ template_vars = set() for var in parsing.find_template_variables(self._code): var = var.lstrip('$') if var == self.name: contin...	[ "def", "_parse_template_vars", "(", "self", ")", ":", "template_vars", "=", "set", "(", ")", "for", "var", "in", "parsing", ".", "find_template_variables", "(", "self", ".", "_code", ")", ":", "var", "=", "var", ".", "lstrip", "(", "'$'", ")", "if", "v...	37.785714	10.857143
def _demote_all(self): """ Convert the multi-depth pixeldict into a single set of pixels at the deepest layer. The result is cached, and reset when any changes are made to this region. """ # only do the calculations if the demoted list is empty if len(self.demoted) == 0:...	[ "def", "_demote_all", "(", "self", ")", ":", "# only do the calculations if the demoted list is empty", "if", "len", "(", "self", ".", "demoted", ")", "==", "0", ":", "pd", "=", "self", ".", "pixeldict", "for", "d", "in", "range", "(", "1", ",", "self", "....	40	19.066667
def merge(self, other): """ Merge all children stats. """ for this, other in zip(self.stats, other.stats): this.merge(other)	[ "def", "merge", "(", "self", ",", "other", ")", ":", "for", "this", ",", "other", "in", "zip", "(", "self", ".", "stats", ",", "other", ".", "stats", ")", ":", "this", ".", "merge", "(", "other", ")" ]	37.25	11
def get_changes(self, factory_name, global_factory=False, resources=None, task_handle=taskhandle.NullTaskHandle()): """Get the changes this refactoring makes `factory_name` indicates the name of the factory function to be added. If `global_factory` is `True` the factory wil...	[ "def", "get_changes", "(", "self", ",", "factory_name", ",", "global_factory", "=", "False", ",", "resources", "=", "None", ",", "task_handle", "=", "taskhandle", ".", "NullTaskHandle", "(", ")", ")", ":", "if", "resources", "is", "None", ":", "resources", ...	47.095238	22.238095
def _ensure_slack(self, connector: Any, retries: int, backoff: Callable[[int], float]) -> None: """ Ensure we have a SlackClient. """ connector = self._env_var if connector is None else connector slack: SlackClient = _create_slack(connector) self._slack = _SlackClie...	[ "def", "_ensure_slack", "(", "self", ",", "connector", ":", "Any", ",", "retries", ":", "int", ",", "backoff", ":", "Callable", "[", "[", "int", "]", ",", "float", "]", ")", "->", "None", ":", "connector", "=", "self", ".", "_env_var", "if", "connect...	41.3	15.2
def detect_framebuffer(self, glo=None) -> 'Framebuffer': ''' Detect framebuffer. Args: glo (int): Framebuffer object. Returns: :py:class:`Framebuffer` object ''' res = Framebuffer.__new__(Framebuffer) res.mglo, res._s...	[ "def", "detect_framebuffer", "(", "self", ",", "glo", "=", "None", ")", "->", "'Framebuffer'", ":", "res", "=", "Framebuffer", ".", "__new__", "(", "Framebuffer", ")", "res", ".", "mglo", ",", "res", ".", "_size", ",", "res", ".", "_samples", ",", "res...	28.222222	20.777778
def print_tree( expr, attr='operands', padding='', exclude_type=None, depth=None, unicode=True, srepr_leaves=False, _last=False, _root=True, _level=0, _print=True): """Print a tree representation of the structure of `expr` Args: expr (Expression): expression to render at...	[ "def", "print_tree", "(", "expr", ",", "attr", "=", "'operands'", ",", "padding", "=", "''", ",", "exclude_type", "=", "None", ",", "depth", "=", "None", ",", "unicode", "=", "True", ",", "srepr_leaves", "=", "False", ",", "_last", "=", "False", ",", ...	39.158537	19.52439
def strip_praw_submission(cls, sub): """ Parse through a submission and return a dict with data ready to be displayed through the terminal. Definitions: permalink - URL to the reddit page with submission comments. url_full - URL that the submission points to. ...	[ "def", "strip_praw_submission", "(", "cls", ",", "sub", ")", ":", "reddit_link", "=", "re", ".", "compile", "(", "r'https?://(www\\.)?(np\\.)?redd(it\\.com\|\\.it)/r/.*'", ")", "author", "=", "getattr", "(", "sub", ",", "'author'", ",", "'[deleted]'", ")", "name", ...	41.463768	16.304348
def show_plane(orig, n, scale=1.0, *kwargs): """ Show the plane with the given origin and normal. scale give its size """ b1 = orthogonal_vector(n) b1 /= la.norm(b1) b2 = np.cross(b1, n) b2 /= la.norm(b2) verts = [orig + scale(-b1 - b2), orig + scale*(b1 - b2), ...	[ "def", "show_plane", "(", "orig", ",", "n", ",", "scale", "=", "1.0", ",", "", "", "kwargs", ")", ":", "b1", "=", "orthogonal_vector", "(", "n", ")", "b1", "/=", "la", ".", "norm", "(", "b1", ")", "b2", "=", "np", ".", "cross", "(", "b1", "...	32.357143	9.214286
def getparam(self, name, default=None, parents=False): '''A parameter in this :class:`.Router` ''' value = getattr(self, name, None) if value is None: if parents and self._parent: return self._parent.getparam(name, default, parents) else: ...	[ "def", "getparam", "(", "self", ",", "name", ",", "default", "=", "None", ",", "parents", "=", "False", ")", ":", "value", "=", "getattr", "(", "self", ",", "name", ",", "None", ")", "if", "value", "is", "None", ":", "if", "parents", "and", "self",...	33.636364	15.454545
def group(self, group_type=None, owner=None, kwargs): """ Create the Group TI object. Args: owner: group_type: kwargs: Return: """ group = None if not group_type: return Group(self.tcex, None, None, owner=own...	[ "def", "group", "(", "self", ",", "group_type", "=", "None", ",", "owner", "=", "None", ",", "", "", "kwargs", ")", ":", "group", "=", "None", "if", "not", "group_type", ":", "return", "Group", "(", "self", ".", "tcex", ",", "None", ",", "None", ...	33.985507	15.898551
def export_dist(self, args): """Copies a created dist to an output dir. This makes it easy to navigate to the dist to investigate it or call build.py, though you do not in general need to do this and can use the apk command instead. """ ctx = self.ctx dist = dist...	[ "def", "export_dist", "(", "self", ",", "args", ")", ":", "ctx", "=", "self", ".", "ctx", "dist", "=", "dist_from_args", "(", "ctx", ",", "args", ")", "if", "dist", ".", "needs_build", ":", "raise", "BuildInterruptingException", "(", "'You asked to export a ...	42.722222	17.666667
def in6_isllsnmaddr(str): """ Return True if provided address is a link-local solicited node multicast address, i.e. belongs to ff02::1:ff00:0/104. False is returned otherwise. """ temp = in6_and(b"\xff" * 13 + b"\x00" * 3, inet_pton(socket.AF_INET6, str)) temp2 = b'\xff\x02\x00\x00\x00\x00\...	[ "def", "in6_isllsnmaddr", "(", "str", ")", ":", "temp", "=", "in6_and", "(", "b\"\\xff\"", "", "13", "+", "b\"\\x00\"", "", "3", ",", "inet_pton", "(", "socket", ".", "AF_INET6", ",", "str", ")", ")", "temp2", "=", "b'\\xff\\x02\\x00\\x00\\x00\\x00\\x00\\x...	41.888889	19.888889
def from_manifest(app, filename, raw=False, **kwargs): ''' Get the path to a static file for a given app entry of a given type. :param str app: The application key to which is tied this manifest :param str filename: the original filename (without hash) :param bool raw: if True, doesn't add prefix t...	[ "def", "from_manifest", "(", "app", ",", "filename", ",", "raw", "=", "False", ",", "", "", "kwargs", ")", ":", "cfg", "=", "current_app", ".", "config", "if", "current_app", ".", "config", ".", "get", "(", "'TESTING'", ")", ":", "return", "# Do not ...	39.5	22.142857
def require_captcha(function, args, *kwargs): """Return a decorator for methods that require captchas.""" raise_captcha_exception = kwargs.pop('raise_captcha_exception', False) captcha_id = None # Get a handle to the reddit session if hasattr(args[0], 'reddit_session'): reddit_session = a...	[ "def", "require_captcha", "(", "function", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "raise_captcha_exception", "=", "kwargs", ".", "pop", "(", "'raise_captcha_exception'", ",", "False", ")", "captcha_id", "=", "None", "# Get a handle to the reddit sess...	43.529412	19.676471
def _set_valid_lifetime(self, v, load=False): """ Setter method for valid_lifetime, mapped from YANG variable /interface/fortygigabitethernet/ipv6/ipv6_nd_ra/ipv6_intf_cmds/nd/prefix/lifetime/valid_lifetime (common-def:time-interval-sec) If this variable is read-only (config: false) in the source YANG f...	[ "def", "_set_valid_lifetime", "(", "self", ",", "v", ",", "load", "=", "False", ")", ":", "if", "hasattr", "(", "v", ",", "\"_utype\"", ")", ":", "v", "=", "v", ".", "_utype", "(", "v", ")", "try", ":", "t", "=", "YANGDynClass", "(", "v", ",", ...	104.181818	51.045455
def from_api_repr(cls, resource, client): """Factory: construct a project given its API representation. :type resource: dict :param resource: project resource representation returned from the API :type client: :class:`google.cloud.resource_manager.client.Client` :param client:...	[ "def", "from_api_repr", "(", "cls", ",", "resource", ",", "client", ")", ":", "project", "=", "cls", "(", "project_id", "=", "resource", "[", "\"projectId\"", "]", ",", "client", "=", "client", ")", "project", ".", "set_properties_from_api_repr", "(", "resou...	40.866667	21.066667
def _to_docstring(doc): """ format from Markdown to docstring """ def format_fn(line, status): """ format function """ # swap < > to < > line = re_to_tag.sub(r"<\1>", line) if re_to_data.match(line): line = re_to_data.sub(r"@\1 ", line) stat...	[ "def", "_to_docstring", "(", "doc", ")", ":", "def", "format_fn", "(", "line", ",", "status", ")", ":", "\"\"\" format function \"\"\"", "# swap < > to < >", "line", "=", "re_to_tag", ".", "sub", "(", "r\"<\\1>\"", ",", "line", ")", "if", "re_to_data", "...	31.931034	10.862069
def _get_db_refs(term): """Extract database references for a TERM.""" db_refs = {} # Here we extract the text name of the Agent # There are two relevant tags to consider here. # The <text> tag typically contains a larger phrase surrounding the # term but it contains the term in a raw, non-canoni...	[ "def", "_get_db_refs", "(", "term", ")", ":", "db_refs", "=", "{", "}", "# Here we extract the text name of the Agent", "# There are two relevant tags to consider here.", "# The <text> tag typically contains a larger phrase surrounding the", "# term but it contains the term in a raw, non-c...	40.55	17.38125
def random_mini_batches(X, Y, minibatch_size, seed=None): """ Compute a list of minibatches from inputs X and targets Y. A datapoint is expected to be represented as a column in the data matrices X and Y. """ d = X.shape[1] size = minibatch_size minibatches = [] if Y is None: Y = np.zeros((...	[ "def", "random_mini_batches", "(", "X", ",", "Y", ",", "minibatch_size", ",", "seed", "=", "None", ")", ":", "d", "=", "X", ".", "shape", "[", "1", "]", "size", "=", "minibatch_size", "minibatches", "=", "[", "]", "if", "Y", "is", "None", ":", "Y",...	23.952381	19.380952
def set_gender(self, gender=None): """This model recognizes that sex chromosomes don't always line up with gender. Assign M, F, or NB according to the probabilities in p_gender. """ if gender and gender in genders: self.gender = gender else: if not self.ch...	[ "def", "set_gender", "(", "self", ",", "gender", "=", "None", ")", ":", "if", "gender", "and", "gender", "in", "genders", ":", "self", ".", "gender", "=", "gender", "else", ":", "if", "not", "self", ".", "chromosomes", ":", "self", ".", "set_chromosome...	47.222222	15.222222
def get_item(self, path): """ Get resource item :param path: string :return: PIL.Image """ if self.source_folder: item_path = '%s/%s/%s' % ( current_app.static_folder, self.source_folder, path.strip('...	[ "def", "get_item", "(", "self", ",", "path", ")", ":", "if", "self", ".", "source_folder", ":", "item_path", "=", "'%s/%s/%s'", "%", "(", "current_app", ".", "static_folder", ",", "self", ".", "source_folder", ",", "path", ".", "strip", "(", "'/'", ")", ...	29.692308	13.923077
def check_namespace_availability(self, name): ''' Checks to see if the specified service bus namespace is available, or if it has already been taken. name: Name of the service bus namespace to validate. ''' _validate_not_none('name', name) response =...	[ "def", "check_namespace_availability", "(", "self", ",", "name", ")", ":", "_validate_not_none", "(", "'name'", ",", "name", ")", "response", "=", "self", ".", "_perform_get", "(", "self", ".", "_get_path", "(", "'services/serviceBus/CheckNamespaceAvailability'", ",...	36.25	24.375
def load(cls, path): """ load DictTree from json files. """ try: with open(path, "rb") as f: return cls(__data__=json.loads(f.read().decode("utf-8"))) except: pass with open(path, "rb") as f: return cls(__data__=pickle....	[ "def", "load", "(", "cls", ",", "path", ")", ":", "try", ":", "with", "open", "(", "path", ",", "\"rb\"", ")", "as", "f", ":", "return", "cls", "(", "__data__", "=", "json", ".", "loads", "(", "f", ".", "read", "(", ")", ".", "decode", "(", "...	26.416667	15.416667
def example_lab_to_xyz(): """ This function shows a simple conversion of an Lab color to an XYZ color. """ print("=== Simple Example: Lab->XYZ ===") # Instantiate an Lab color object with the given values. lab = LabColor(0.903, 16.296, -2.22) # Show a string representation. print(lab) ...	[ "def", "example_lab_to_xyz", "(", ")", ":", "print", "(", "\"=== Simple Example: Lab->XYZ ===\"", ")", "# Instantiate an Lab color object with the given values.", "lab", "=", "LabColor", "(", "0.903", ",", "16.296", ",", "-", "2.22", ")", "# Show a string representation.", ...	29.714286	14.285714
def setContext(self, value = .5): """ Clears the context layer by setting context layer to (default) value 0.5. """ for context in list(self.contextLayers.values()): context.resetFlags() # hidden activations have already been copied in context.setActivations(valu...	[ "def", "setContext", "(", "self", ",", "value", "=", ".5", ")", ":", "for", "context", "in", "list", "(", "self", ".", "contextLayers", ".", "values", "(", ")", ")", ":", "context", ".", "resetFlags", "(", ")", "# hidden activations have already been copied ...	45.142857	15.428571
def filter_list_by_indices(lst, indices): """Return a modified list containing only the indices indicated. Args: lst: Original list of values indices: List of indices to keep from the original list Returns: list: Filtered list of values """ return [x for i, x in enumerate(...	[ "def", "filter_list_by_indices", "(", "lst", ",", "indices", ")", ":", "return", "[", "x", "for", "i", ",", "x", "in", "enumerate", "(", "lst", ")", "if", "i", "in", "indices", "]" ]	27.5	18.916667
def set_pkg_supplier(self, doc, entity): """Sets the package supplier, if not already set. entity - Organization, Person or NoAssert. Raises CardinalityError if already has a supplier. Raises OrderError if no package previously defined. """ self.assert_package_exists() ...	[ "def", "set_pkg_supplier", "(", "self", ",", "doc", ",", "entity", ")", ":", "self", ".", "assert_package_exists", "(", ")", "if", "not", "self", ".", "package_supplier_set", ":", "self", ".", "package_supplier_set", "=", "True", "if", "validations", ".", "v...	41.6875	10.8125
def make_request(self, data, is_json=True): """ Makes a HTTP request to GCM servers with the constructed payload :param data: return value from construct_payload method :raises GCMMalformedJsonException: if malformed JSON request found :raises GCMAuthenticationException: if ther...	[ "def", "make_request", "(", "self", ",", "data", ",", "is_json", "=", "True", ")", ":", "# Default Content-Type is", "# application/x-www-form-urlencoded;charset=UTF-8", "if", "is_json", ":", "self", ".", "headers", "[", "'Content-Type'", "]", "=", "'application/json'...	37.309524	18.166667
def stop(host=None, port=None): """stop of web server""" app.config['HOST'] = first_value(host, app.config.get('HOST',None), '0.0.0.0') app.config['PORT'] = int(first_value(port, app.config.get('PORT',None), 5001)) if app.config['HOST'] == "0.0.0.0": host="127.0.0.1" else: ho...	[ "def", "stop", "(", "host", "=", "None", ",", "port", "=", "None", ")", ":", "app", ".", "config", "[", "'HOST'", "]", "=", "first_value", "(", "host", ",", "app", ".", "config", ".", "get", "(", "'HOST'", ",", "None", ")", ",", "'0.0.0.0'", ")",...	44.764706	23.058824
def _create_driver(self, kwargs): """ Create webdriver, assign it to ``self.driver``, and run webdriver initiation process, which is usually used for manual login. """ if self.driver is None: self.driver = self.create_driver(kwargs) self.init_driver_fu...	[ "def", "_create_driver", "(", "self", ",", "", "", "kwargs", ")", ":", "if", "self", ".", "driver", "is", "None", ":", "self", ".", "driver", "=", "self", ".", "create_driver", "(", "", "", "kwargs", ")", "self", ".", "init_driver_func", "(", "se...	41	11.75
def decode(self, bytes): """Decodes the given bytes according to this AIT Command Definition. """ opcode = struct.unpack(">H", bytes[0:2])[0] nbytes = struct.unpack("B", bytes[2:3])[0] name = None args = [] if opcode in self.opcodes: de...	[ "def", "decode", "(", "self", ",", "bytes", ")", ":", "opcode", "=", "struct", ".", "unpack", "(", "\">H\"", ",", "bytes", "[", "0", ":", "2", "]", ")", "[", "0", "]", "nbytes", "=", "struct", ".", "unpack", "(", "\"B\"", ",", "bytes", "[", "2"...	30.956522	15.695652
def deepcopy(self): """ Create a deep copy of the Heatmaps object. Returns ------- imgaug.HeatmapsOnImage Deep copy. """ return HeatmapsOnImage(self.get_arr(), shape=self.shape, min_value=self.min_value, max_value=self.max_value)	[ "def", "deepcopy", "(", "self", ")", ":", "return", "HeatmapsOnImage", "(", "self", ".", "get_arr", "(", ")", ",", "shape", "=", "self", ".", "shape", ",", "min_value", "=", "self", ".", "min_value", ",", "max_value", "=", "self", ".", "max_value", ")"...	26.272727	24.090909
def register_bootstrap_functions(): '''Discover and register all post import hooks named in the 'AUTOWRAPT_BOOTSTRAP' environment variable. The value of the environment variable must be a comma separated list. ''' # This can be called twice if '.pth' file bootstrapping works and # the 'autowra...	[ "def", "register_bootstrap_functions", "(", ")", ":", "# This can be called twice if '.pth' file bootstrapping works and", "# the 'autowrapt' wrapper script is still also used. We therefore", "# protect ourselves just in case it is called a second time as we", "# only want to force registration once...	32.925926	25.666667
def run(self, data, max_epochs=1): """Runs the process_function over the passed data. Args: data (Iterable): Collection of batches allowing repeated iteration (e.g., list or `DataLoader`). max_epochs (int, optional): max epochs to run for (default: 1). Returns: ...	[ "def", "run", "(", "self", ",", "data", ",", "max_epochs", "=", "1", ")", ":", "self", ".", "state", "=", "State", "(", "dataloader", "=", "data", ",", "epoch", "=", "0", ",", "max_epochs", "=", "max_epochs", ",", "metrics", "=", "{", "}", ")", "...	42.638889	26.222222
def _create_file_racefree(self, file): """ Creates a file, but fails if the file already exists. This function will thus only succeed if this process actually creates the file; if the file already exists, it will cause an OSError, solving race conditions. :par...	[ "def", "_create_file_racefree", "(", "self", ",", "file", ")", ":", "write_lock_flags", "=", "os", ".", "O_CREAT", "\|", "os", ".", "O_EXCL", "\|", "os", ".", "O_WRONLY", "os", ".", "open", "(", "file", ",", "write_lock_flags", ")" ]	37.75	16.416667
def get_registration_id_info(self, registration_id): """ Returns details related to a registration id if it exists otherwise return None Args: registration_id: id to be checked Returns: dict: info about registration id None: if id doesn't exist ...	[ "def", "get_registration_id_info", "(", "self", ",", "registration_id", ")", ":", "response", "=", "self", ".", "registration_info_request", "(", "registration_id", ")", "if", "response", ".", "status_code", "==", "200", ":", "return", "response", ".", "json", "...	31.6	17.066667
def inventory(self, all=False, ssid=None): """ Returns a node inventory. If an API key is specified, only the nodes provisioned by this key will be returned. :return: { inventory } """ if all or self.api_key is None: if ssid is not None: retu...	[ "def", "inventory", "(", "self", ",", "all", "=", "False", ",", "ssid", "=", "None", ")", ":", "if", "all", "or", "self", ".", "api_key", "is", "None", ":", "if", "ssid", "is", "not", "None", ":", "return", "self", ".", "_ssid_inventory", "(", "sel...	34.941176	14.823529
def off_datastream(self, datastream): """ To turn off datastream :param datastream: string """ url = '/datastream/' + str(datastream) + '/off' response = self.http.post(url,"") return response	[ "def", "off_datastream", "(", "self", ",", "datastream", ")", ":", "url", "=", "'/datastream/'", "+", "str", "(", "datastream", ")", "+", "'/off'", "response", "=", "self", ".", "http", ".", "post", "(", "url", ",", "\"\"", ")", "return", "response" ]	30.125	6.625
def setOptimizedForIPTV(self, status, wifiInterfaceId=1, timeout=1): """Set if the Wifi interface is optimized for IP TV :param bool status: set if Wifi interface should be optimized :param int wifiInterfaceId: the id of the Wifi interface :param float timeout: the timeout to wait for t...	[ "def", "setOptimizedForIPTV", "(", "self", ",", "status", ",", "wifiInterfaceId", "=", "1", ",", "timeout", "=", "1", ")", ":", "namespace", "=", "Fritz", ".", "getServiceType", "(", "\"setOptimizedForIPTV\"", ")", "+", "str", "(", "wifiInterfaceId", ")", "u...	39.5	27.9
async def dispatch(self, request, view=None, **kwargs): """Dispatch request.""" if view is None and request.method not in self.methods: raise HTTPMethodNotAllowed(request.method, self.methods) method = getattr(self, view or request.method.lower()) response = await method(req...	[ "async", "def", "dispatch", "(", "self", ",", "request", ",", "view", "=", "None", ",", "", "", "kwargs", ")", ":", "if", "view", "is", "None", "and", "request", ".", "method", "not", "in", "self", ".", "methods", ":", "raise", "HTTPMethodNotAllowed"...	48.375	19.5
def src_file(self): """ Get the latest src_uri for a stage 3 tarball. Returns (str): Latest src_uri from gentoo's distfiles mirror. """ try: src_uri = (curl[Gentoo._LATEST_TXT] \| tail["-n", "+3"] \| cut["-f1", "-d "])().strip() ...	[ "def", "src_file", "(", "self", ")", ":", "try", ":", "src_uri", "=", "(", "curl", "[", "Gentoo", ".", "_LATEST_TXT", "]", "\|", "tail", "[", "\"-n\"", ",", "\"+3\"", "]", "\|", "cut", "[", "\"-f1\"", ",", "\"-d \"", "]", ")", "(", ")", ".", "strip...	34.2	16.333333
def to_add_link(self, ): ''' To add link ''' if self.check_post_role()['ADD']: pass else: return False kwd = { 'pager': '', 'uid': '', } self.render('misc/link/link_add.html', topmenu='', ...	[ "def", "to_add_link", "(", "self", ",", ")", ":", "if", "self", ".", "check_post_role", "(", ")", "[", "'ADD'", "]", ":", "pass", "else", ":", "return", "False", "kwd", "=", "{", "'pager'", ":", "''", ",", "'uid'", ":", "''", ",", "}", "self", "....	23.6875	17.8125
def complete(self, match, subject_graph): """Check the completeness of the ring match""" if not CustomPattern.complete(self, match, subject_graph): return False if self.strong: # If the ring is not strong, return False if self.size % 2 == 0: # ...	[ "def", "complete", "(", "self", ",", "match", ",", "subject_graph", ")", ":", "if", "not", "CustomPattern", ".", "complete", "(", "self", ",", "match", ",", "subject_graph", ")", ":", "return", "False", "if", "self", ".", "strong", ":", "# If the ring is n...	50.694444	17.916667
def _closure_createlink(self): """Create a link in the closure tree.""" linkparents = self._closure_model.objects.filter( child__pk=self._closure_parent_pk ).values("parent", "depth") linkchildren = self._closure_model.objects.filter( parent__pk=self.pk )....	[ "def", "_closure_createlink", "(", "self", ")", ":", "linkparents", "=", "self", ".", "_closure_model", ".", "objects", ".", "filter", "(", "child__pk", "=", "self", ".", "_closure_parent_pk", ")", ".", "values", "(", "\"parent\"", ",", "\"depth\"", ")", "li...	42.428571	8.285714
def get_absolute_path(some_path): """ This function will return an appropriate absolute path for the path it is given. If the input is absolute, it will return unmodified; if the input is relative, it will be rendered as relative to the current working directory. """ if os.path.isabs(some_path):...	[ "def", "get_absolute_path", "(", "some_path", ")", ":", "if", "os", ".", "path", ".", "isabs", "(", "some_path", ")", ":", "return", "some_path", "else", ":", "return", "evaluate_relative_path", "(", "os", ".", "getcwd", "(", ")", ",", "some_path", ")" ]	40.8	19.8
def _add_thread(self, aThread): """ Private method to add a thread object to the snapshot. @type aThread: L{Thread} @param aThread: Thread object. """ ## if not isinstance(aThread, Thread): ## if hasattr(aThread, '__class__'): ## typename = aThr...	[ "def", "_add_thread", "(", "self", ",", "aThread", ")", ":", "## if not isinstance(aThread, Thread):", "## if hasattr(aThread, '__class__'):", "## typename = aThread.__class__.__name__", "## else:", "## typename = str(type(aThread))"...	38.4	11.3
def log_rmtree_error(func, arg, exc_info): """Suited as onerror handler for (sh)util.rmtree() that logs a warning.""" logging.warning("Failure during '%s(%s)': %s", func.__name__, arg, exc_info[1])	[ "def", "log_rmtree_error", "(", "func", ",", "arg", ",", "exc_info", ")", ":", "logging", ".", "warning", "(", "\"Failure during '%s(%s)': %s\"", ",", "func", ".", "__name__", ",", "arg", ",", "exc_info", "[", "1", "]", ")" ]	67.666667	15
def monthly_wind_conditions(self): """A list of 12 monthly wind conditions that are used on the design days.""" return [WindCondition(x, y) for x, y in zip( self._monthly_wind, self.monthly_wind_dirs)]	[ "def", "monthly_wind_conditions", "(", "self", ")", ":", "return", "[", "WindCondition", "(", "x", ",", "y", ")", "for", "x", ",", "y", "in", "zip", "(", "self", ".", "_monthly_wind", ",", "self", ".", "monthly_wind_dirs", ")", "]" ]	56.5	8.5
def get_keysym(conn, keycode, col=0, kbmap=None): """ Get the keysym associated with a particular keycode in the current X environment. Although we get a list of keysyms from X in 'get_keyboard_mapping', this list is really a table with 'keysys_per_keycode' columns and ``mx - mn`` rows (where ``mx``...	[ "def", "get_keysym", "(", "conn", ",", "keycode", ",", "col", "=", "0", ",", "kbmap", "=", "None", ")", ":", "if", "kbmap", "is", "None", ":", "kbmap", "=", "__kbmap", "mn", ",", "mx", "=", "get_min_max_keycode", "(", "conn", ")", "per", "=", "kbma...	35.916667	20.138889
def __read_and_render_yaml_file(source, template, saltenv): ''' Read a yaml file and, if needed, renders that using the specifieds templating. Returns the python objects defined inside of the file. ''' sfn = __salt__['cp.cache_file'](so...	[ "def", "__read_and_render_yaml_file", "(", "source", ",", "template", ",", "saltenv", ")", ":", "sfn", "=", "__salt__", "[", "'cp.cache_file'", "]", "(", "source", ",", "saltenv", ")", "if", "not", "sfn", ":", "raise", "CommandExecutionError", "(", "'Source fi...	37.5	17.045455
def eval(self, expr, n, extra_constraints=(), solver=None, model_callback=None): """ This function returns up to `n` possible solutions for expression `expr`. :param expr: expression (an AST) to evaluate :param n: number of results to return :param solver: a solver object, nativ...	[ "def", "eval", "(", "self", ",", "expr", ",", "n", ",", "extra_constraints", "=", "(", ")", ",", "solver", "=", "None", ",", "model_callback", "=", "None", ")", ":", "if", "self", ".", "_solver_required", "and", "solver", "is", "None", ":", "raise", ...	41.78125	26.21875
def tokenize(self, s): """Return a list of token strings from the given sentence. :param string s: The sentence string to tokenize. :rtype: iter(str) """ return [s[start:end] for start, end in self.span_tokenize(s)]	[ "def", "tokenize", "(", "self", ",", "s", ")", ":", "return", "[", "s", "[", "start", ":", "end", "]", "for", "start", ",", "end", "in", "self", ".", "span_tokenize", "(", "s", ")", "]" ]	35.714286	17
def get_contents_as_string(self, headers=None, cb=None, num_cb=10, torrent=False, version_id=None, response_headers=None, callback=None): """ Retrieve an object from S3 using the n...	[ "def", "get_contents_as_string", "(", "self", ",", "headers", "=", "None", ",", "cb", "=", "None", ",", "num_cb", "=", "10", ",", "torrent", "=", "False", ",", "version_id", "=", "None", ",", "response_headers", "=", "None", ",", "callback", "=", "None",...	46.44898	22.367347
def plotConvergenceByColumnTopology(results, columnRange, featureRange, networkType, numTrials): """ Plots the convergence graph: iterations vs number of columns. Each curve shows the convergence for a given number of unique features. """ #######################################################################...	[ "def", "plotConvergenceByColumnTopology", "(", "results", ",", "columnRange", ",", "featureRange", ",", "networkType", ",", "numTrials", ")", ":", "########################################################################", "#", "# Accumulate all the results per column in a convergenc...	34.738462	22.676923
def read(fn, **kwargs): """ Convenience function: Detect file extension and read via Atomistica or ASE. If reading a NetCDF files, frame numbers can be appended via '@'. e.g., a = read('traj.nc@5') """ ext = fn[fn.rfind('.'):].split('@') if len(ext) == 1: if ext[0] == '.out' or ext[0...	[ "def", "read", "(", "fn", ",", "", "", "kwargs", ")", ":", "ext", "=", "fn", "[", "fn", ".", "rfind", "(", "'.'", ")", ":", "]", ".", "split", "(", "'@'", ")", "if", "len", "(", "ext", ")", "==", "1", ":", "if", "ext", "[", "0", "]", ...	33.483871	11.096774

def listReleaseVersions(self, release_version="", dataset='', logical_file_name=''): """ List release versions """ if dataset and ('%' in dataset or '*' in dataset): dbsExceptionHandler('dbsException-invalid-input', " DBSReleaseVersion/listReleaseVersions. No ...

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40

20.642857

def populate_from_path(bucket, source, checksum=True, key_prefix='', chunk_size=None): """Populate a ``bucket`` from all files in path. :param bucket: The bucket (instance or id) to create the object in. :param source: The file or directory path. :param checksum: If ``True`` then...

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42.139535

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def _parse_message(self, data): """ Parse the message from the device. :param data: message data :type data: string :raises: :py:class:`~alarmdecoder.util.InvalidMessageError` """ match = self._regex.match(str(data)) if match is None: raise ...

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37.844444

14.866667

def get_node_bundle(manager, handle_id=None, node=None): """ :param manager: Neo4jDBSessionManager :param handle_id: Unique id :type handle_id: str|unicode :param node: Node object :type node: neo4j.v1.types.Node :return: dict """ if not node: node = get_node(manager, handle_...

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28.909091

14.545455

def _get_structure(self, data, primitive): """ Generate structure from part of the cif. """ def get_num_implicit_hydrogens(sym): num_h = {"Wat": 2, "wat": 2, "O-H": 1} return num_h.get(sym[:3], 0) lattice = self.get_lattice(data) # if magCIF, ge...

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41.388889

19.388889

def _logging_callback(level, domain, message, data): """ Callback that outputs libgphoto2's logging message via Python's standard logging facilities. :param level: libgphoto2 logging level :param domain: component the message originates from :param message: logging message :param data: ...

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35.5

11.6875

def get_arg_info(self, state, is_fp=None, sizes=None): """ This is just a simple wrapper that collects the information from various locations is_fp and sizes are passed to self.arg_locs and self.get_args :param angr.SimState state: The state to evaluate and extract the values from ...

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68.333333

33.166667

def max_pool(input_layer, kernel, stride, edges=PAD_SAME, name=PROVIDED): """Performs max pooling. `kernel` is the patch that will be pooled and it describes the pooling along each of the 4 dimensions. `stride` is how big to take each step. Because more often than not, pooling is only done on the width and...

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43.965517

23.448276

def _get_mro(cls): """ Returns the bases classes for cls sorted by the MRO. Works around an issue on Jython where inspect.getmro will not return all base classes if multiple classes share the same name. Instead, this function will return a tuple containing the class itself, and the contents of ...

[ "def", "_get_mro", "(", "cls", ")", ":", "if", "platform", ".", "python_implementation", "(", ")", "==", "\"Jython\"", ":", "return", "(", "cls", ",", ")", "+", "cls", ".", "__bases__", "return", "inspect", ".", "getmro", "(", "cls", ")" ]

42.083333

20.083333

def find_element_by_jquery(browser, selector): """Find a single HTML element using jQuery-style selectors.""" elements = find_elements_by_jquery(browser, selector) if not elements: raise AssertionError("No matching element found.") if len(elements) > 1: raise AssertionError("Multiple mat...

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44.875

14.875

def distb(self, tb=None, file=None): """Disassemble a traceback (default: last traceback).""" if tb is None: try: tb = sys.last_traceback except AttributeError: raise RuntimeError("no last traceback to disassemble") while tb.tb_next: tb...

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43.777778

12.888889

def registerevent(self, event_name, fn_name, *args): """ Register at-spi event @param event_name: Event name in at-spi format. @type event_name: string @param fn_name: Callback function @type fn_name: function @param *args: arguments to be passed to the callback ...

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37.444444

15.777778

def search_response(self, request): """ creates a key from the request and searches the cache with it :param request: :return CacheElement: returns None if there's a cache miss """ logger.debug("Cache Search Response") if self.cache.is_empty() is True: ...

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26

16.56

def delete_currency_by_id(cls, currency_id, **kwargs): """Delete Currency Delete an instance of Currency by its ID. This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True >>> thread = api.delete_currency_by_id(curren...

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41.52381

20.142857

def argmin(self, rows: List[Row], column: ComparableColumn) -> List[Row]: """ Takes a list of rows and a column and returns a list containing a single row (dict from columns to cells) that has the minimum numerical value in the given column. We return a list instead of a single dict to b...

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50

26.428571

def get_model_spec_ting(atomic_number): """ X_u_template[0:2] are teff, logg, vturb in km/s X_u_template[:,3] -> onward, put atomic number atomic_number is 6 for C, 7 for N """ DATA_DIR = "/Users/annaho/Data/LAMOST/Mass_And_Age" temp = np.load("%s/X_u_template_KGh_res=1800.npz" %DATA_DIR) ...

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37.25

8.333333

def clustering_coef_wd(W): ''' The weighted clustering coefficient is the average "intensity" of triangles around a node. Parameters ---------- W : NxN np.ndarray weighted directed connection matrix Returns ------- C : Nx1 np.ndarray clustering coefficient vector ...

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33.617647

22.794118

def timTuVi(cuc, ngaySinhAmLich): """Tìm vị trí của sao Tử vi Args: cuc (TYPE): Description ngaySinhAmLich (TYPE): Description Returns: TYPE: Description Raises: Exception: Description """ cungDan = 3 # Vị trí cung Dần ban đầu là 3 cucBanDau = cuc if c...

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28.541667

16.958333

def analogous(clr, angle=10, contrast=0.25): """ Returns colors that are next to each other on the wheel. These yield natural color schemes (like shades of water or sky). The angle determines how far the colors are apart, making it bigger will introduce more variation. The contrast determines t...

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31.423077

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def get_timezone(as_timedelta=False): """ utility to get the machine's timezone """ try: offset_hour = -(time.altzone if time.daylight else time.timezone) except Exception as e: offset_hour = -(datetime.datetime.now() - datetime.datetime.utcnow()).seconds offset_...

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34.6

20

def setCurrentState(self, state): """ Sets the current state for this edit to the inputed state. :param state | <XLineEdit.State> """ self._currentState = state palette = self.palette() if state == XLineEdit.State.Normal: ...

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41.166667

18.583333

def movementCompute(self, displacement, noiseFactor = 0): """ Shift the current active cells by a vector. @param displacement (pair of floats) A translation vector [di, dj]. """ if noiseFactor != 0: displacement = copy.deepcopy(displacement) xnoise = np.random.normal(0, noiseFactor...

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34.451613

19.741935

def wavenumber(zsrc, zrec, lsrc, lrec, depth, etaH, etaV, zetaH, zetaV, lambd, ab, xdirect, msrc, mrec, use_ne_eval): r"""Calculate wavenumber domain solution. Return the wavenumber domain solutions ``PJ0``, ``PJ1``, and ``PJ0b``, which have to be transformed with a Hankel transform to the f...

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37.626506

26.518072

def bfs(graph, start=0): """Shortest path in unweighted graph by BFS :param graph: directed graph in listlist or listdict format :param int start: source vertex :returns: distance table, precedence table :complexity: `O(|V|+|E|)` """ to_visit = deque() dist = [float('inf'...

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35

11.714286

def _update_values_in_window(self): """Update which values are in the current window.""" window_bound_upper = self._window_bound_lower + self.window_size self._x_in_window = self.x[self._window_bound_lower:window_bound_upper] self._y_in_window = self.y[self._window_bound_lower:window_bou...

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65

23

def do(self, arg): ".exchain - Show the SEH chain" thread = self.get_thread_from_prefix() print "Exception handlers for thread %d" % thread.get_tid() print table = Table() table.addRow("Block", "Function") bits = thread.get_bits() for (seh, seh_func) in thread.get_seh_chain(): if...

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35

12.733333

def init_app(application): """ Associates the error handler """ for code in werkzeug.exceptions.default_exceptions: application.register_error_handler(code, handle_http_exception)

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33

11.333333

def is_Quadratic(self): """Returns True if the expression is a polynomial with degree exactly 2 (read-only).""" if self.expression.is_Atom: return False if all((len(key.free_symbols) < 2 and (key.is_Add or key.is_Mul or key.is_Atom) for key in self.expression.as_coeff...

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def do_page_wrap(self, args: List[str]): """Read in a text file and display its output in a pager, wrapping long lines if they don't fit. Usage: page_wrap <file_path> """ if not args: self.perror('page_wrap requires a path to a file as an argument', traceback_war=False) ...

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def _create_json(self): """ JSON Documentation: https://www.jfrog.com/confluence/display/RTF/Security+Configuration+JSON """ data_json = super(GroupLDAP, self)._create_json() data_json.update({ 'realmAttributes': self.realmAttributes, 'external': True, ...

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def write(self, oprot): ''' Write this object to the given output protocol and return self. :type oprot: thryft.protocol._output_protocol._OutputProtocol :rtype: pastpy.gen.database.impl.online.online_database_objects_list_item.OnlineDatabaseObjectsListItem ''' oprot.wr...

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def listdir(self, directory_path=None, hidden_files=False): """ Return a list of files and directories in a given directory. :param directory_path: Optional str (defaults to current directory) :param hidden_files: Include hidden files :return: Directory listing """ ...

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def irfs(self, **kwargs): """ Get the name of IFRs associted with a particular dataset """ dsval = kwargs.get('dataset', self.dataset(**kwargs)) tokens = dsval.split('_') irf_name = "%s_%s_%s" % (DATASET_DICTIONARY['%s_%s' % (tokens[0], tokens[1])], ...

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def write(graph, fileformat=None, filename=None): """ A basic graph writer (to stdout) for any of the sources. this will write raw triples in rdfxml, unless specified. to write turtle, specify format='turtle' an optional file can be supplied instead of stdout :return: Non...

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def delete(self, id): """Delete a file. Parameters: * id: The Puush ID of the file to delete. """ res = self._api_request('del', data={'i': id})[0] if res[0] == '-1': raise PuushError("File deletion failed.")

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def managed_process(process): """Wrapper for subprocess.Popen to work across various Python versions, when using the with syntax.""" try: yield process finally: for stream in [process.stdout, process.stdin, process.stderr]: if stream: stream.close() proces...

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def convert_mysql_timestamp(timestamp): """Convert a MySQL TIMESTAMP to a Timestamp object. MySQL >= 4.1 returns TIMESTAMP in the same format as DATETIME: >>> mysql_timestamp_converter('2007-02-25 22:32:17') datetime.datetime(2007, 2, 25, 22, 32, 17) MySQL < 4.1 uses a big string of numbers: ...

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33.451613

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def str_to_bitstring(data): """Convert a string to a list of bits""" assert isinstance(data, bytes), "Data must be an instance of bytes" byte_list = data_to_byte_list(data) bit_list = [bit for data_byte in byte_list for bit in byte_to_bitstring(data_byte)] return bit_list

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def _process_second_group(self, group): """ Process the second group of a (replace) rule. """ def _replace_codepoint(match): """ Replace the matched Unicode hex code with the corresponding unicode character """ result = self._ma...

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def __parameter_descriptor(self, param): """Creates descriptor for a parameter. Args: param: The parameter to be described. Returns: Dictionary containing a descriptor for the parameter. """ descriptor = {} param_type, param_format = self.__field_to_parameter_type_and_format(param...

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25.166667

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def rel_path(base, path): """Return path relative to base.""" if base == path: return '' assert is_prefix(base, path), "{} not a prefix of {}".format(base, path) return path[len(base):].strip('.')

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35.833333

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def callback(self, msg): """Accept a message that was published, process and forward Parameters ---------- msg : tuple, (str, str, str) The message sent over the line. The `tuple` is of the form: (message_type, channel, payload). Notes ----- ...

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27.868421

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def fromkeys(cls, iterable, value, **kwargs): """ Return a new pqict mapping keys from an iterable to the same value. """ return cls(((k, value) for k in iterable), **kwargs)

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33.666667

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def result(self): """Formats the result.""" return { "count": self._count, "total": self._total, "average": float(self._total) / self._count if self._count else 0 }

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def _parse_template_vars(self): """ find all template variables in self._code, excluding the function name. """ template_vars = set() for var in parsing.find_template_variables(self._code): var = var.lstrip('$') if var == self.name: contin...

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def _demote_all(self): """ Convert the multi-depth pixeldict into a single set of pixels at the deepest layer. The result is cached, and reset when any changes are made to this region. """ # only do the calculations if the demoted list is empty if len(self.demoted) == 0:...

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def merge(self, other): """ Merge all children stats. """ for this, other in zip(self.stats, other.stats): this.merge(other)

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37.25

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def get_changes(self, factory_name, global_factory=False, resources=None, task_handle=taskhandle.NullTaskHandle()): """Get the changes this refactoring makes `factory_name` indicates the name of the factory function to be added. If `global_factory` is `True` the factory wil...

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def _ensure_slack(self, connector: Any, retries: int, backoff: Callable[[int], float]) -> None: """ Ensure we have a SlackClient. """ connector = self._env_var if connector is None else connector slack: SlackClient = _create_slack(connector) self._slack = _SlackClie...

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41.3

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def detect_framebuffer(self, glo=None) -> 'Framebuffer': ''' Detect framebuffer. Args: glo (int): Framebuffer object. Returns: :py:class:`Framebuffer` object ''' res = Framebuffer.__new__(Framebuffer) res.mglo, res._s...

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def print_tree( expr, attr='operands', padding='', exclude_type=None, depth=None, unicode=True, srepr_leaves=False, _last=False, _root=True, _level=0, _print=True): """Print a tree representation of the structure of `expr` Args: expr (Expression): expression to render at...

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39.158537

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def strip_praw_submission(cls, sub): """ Parse through a submission and return a dict with data ready to be displayed through the terminal. Definitions: permalink - URL to the reddit page with submission comments. url_full - URL that the submission points to. ...

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41.463768

16.304348

def show_plane(orig, n, scale=1.0, **kwargs): """ Show the plane with the given origin and normal. scale give its size """ b1 = orthogonal_vector(n) b1 /= la.norm(b1) b2 = np.cross(b1, n) b2 /= la.norm(b2) verts = [orig + scale*(-b1 - b2), orig + scale*(b1 - b2), ...

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def getparam(self, name, default=None, parents=False): '''A parameter in this :class:`.Router` ''' value = getattr(self, name, None) if value is None: if parents and self._parent: return self._parent.getparam(name, default, parents) else: ...

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def group(self, group_type=None, owner=None, **kwargs): """ Create the Group TI object. Args: owner: group_type: **kwargs: Return: """ group = None if not group_type: return Group(self.tcex, None, None, owner=own...

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33.985507

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def export_dist(self, args): """Copies a created dist to an output dir. This makes it easy to navigate to the dist to investigate it or call build.py, though you do not in general need to do this and can use the apk command instead. """ ctx = self.ctx dist = dist...

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def in6_isllsnmaddr(str): """ Return True if provided address is a link-local solicited node multicast address, i.e. belongs to ff02::1:ff00:0/104. False is returned otherwise. """ temp = in6_and(b"\xff" * 13 + b"\x00" * 3, inet_pton(socket.AF_INET6, str)) temp2 = b'\xff\x02\x00\x00\x00\x00\...

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def from_manifest(app, filename, raw=False, **kwargs): ''' Get the path to a static file for a given app entry of a given type. :param str app: The application key to which is tied this manifest :param str filename: the original filename (without hash) :param bool raw: if True, doesn't add prefix t...

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39.5

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def require_captcha(function, *args, **kwargs): """Return a decorator for methods that require captchas.""" raise_captcha_exception = kwargs.pop('raise_captcha_exception', False) captcha_id = None # Get a handle to the reddit session if hasattr(args[0], 'reddit_session'): reddit_session = a...

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43.529412

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def _set_valid_lifetime(self, v, load=False): """ Setter method for valid_lifetime, mapped from YANG variable /interface/fortygigabitethernet/ipv6/ipv6_nd_ra/ipv6_intf_cmds/nd/prefix/lifetime/valid_lifetime (common-def:time-interval-sec) If this variable is read-only (config: false) in the source YANG f...

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104.181818

51.045455

def from_api_repr(cls, resource, client): """Factory: construct a project given its API representation. :type resource: dict :param resource: project resource representation returned from the API :type client: :class:`google.cloud.resource_manager.client.Client` :param client:...

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40.866667

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def _to_docstring(doc): """ format from Markdown to docstring """ def format_fn(line, status): """ format function """ # swap < > to < > line = re_to_tag.sub(r"<\1>", line) if re_to_data.match(line): line = re_to_data.sub(r"@\1 ", line) stat...

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31.931034

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def _get_db_refs(term): """Extract database references for a TERM.""" db_refs = {} # Here we extract the text name of the Agent # There are two relevant tags to consider here. # The <text> tag typically contains a larger phrase surrounding the # term but it contains the term in a raw, non-canoni...

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40.55

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def random_mini_batches(X, Y, minibatch_size, seed=None): """ Compute a list of minibatches from inputs X and targets Y. A datapoint is expected to be represented as a column in the data matrices X and Y. """ d = X.shape[1] size = minibatch_size minibatches = [] if Y is None: Y = np.zeros((...

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23.952381

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def set_gender(self, gender=None): """This model recognizes that sex chromosomes don't always line up with gender. Assign M, F, or NB according to the probabilities in p_gender. """ if gender and gender in genders: self.gender = gender else: if not self.ch...

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def get_item(self, path): """ Get resource item :param path: string :return: PIL.Image """ if self.source_folder: item_path = '%s/%s/%s' % ( current_app.static_folder, self.source_folder, path.strip('...

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29.692308

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def check_namespace_availability(self, name): ''' Checks to see if the specified service bus namespace is available, or if it has already been taken. name: Name of the service bus namespace to validate. ''' _validate_not_none('name', name) response =...

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36.25

24.375

def load(cls, path): """ load DictTree from json files. """ try: with open(path, "rb") as f: return cls(__data__=json.loads(f.read().decode("utf-8"))) except: pass with open(path, "rb") as f: return cls(__data__=pickle....

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26.416667

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def example_lab_to_xyz(): """ This function shows a simple conversion of an Lab color to an XYZ color. """ print("=== Simple Example: Lab->XYZ ===") # Instantiate an Lab color object with the given values. lab = LabColor(0.903, 16.296, -2.22) # Show a string representation. print(lab) ...

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29.714286

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def setContext(self, value = .5): """ Clears the context layer by setting context layer to (default) value 0.5. """ for context in list(self.contextLayers.values()): context.resetFlags() # hidden activations have already been copied in context.setActivations(valu...

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45.142857

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def filter_list_by_indices(lst, indices): """Return a modified list containing only the indices indicated. Args: lst: Original list of values indices: List of indices to keep from the original list Returns: list: Filtered list of values """ return [x for i, x in enumerate(...

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27.5

18.916667

def set_pkg_supplier(self, doc, entity): """Sets the package supplier, if not already set. entity - Organization, Person or NoAssert. Raises CardinalityError if already has a supplier. Raises OrderError if no package previously defined. """ self.assert_package_exists() ...

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def make_request(self, data, is_json=True): """ Makes a HTTP request to GCM servers with the constructed payload :param data: return value from construct_payload method :raises GCMMalformedJsonException: if malformed JSON request found :raises GCMAuthenticationException: if ther...

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def stop(host=None, port=None): """stop of web server""" app.config['HOST'] = first_value(host, app.config.get('HOST',None), '0.0.0.0') app.config['PORT'] = int(first_value(port, app.config.get('PORT',None), 5001)) if app.config['HOST'] == "0.0.0.0": host="127.0.0.1" else: ho...

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44.764706

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def _create_driver(self, **kwargs): """ Create webdriver, assign it to ``self.driver``, and run webdriver initiation process, which is usually used for manual login. """ if self.driver is None: self.driver = self.create_driver(**kwargs) self.init_driver_fu...

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41

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def decode(self, bytes): """Decodes the given bytes according to this AIT Command Definition. """ opcode = struct.unpack(">H", bytes[0:2])[0] nbytes = struct.unpack("B", bytes[2:3])[0] name = None args = [] if opcode in self.opcodes: de...

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30.956522

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def deepcopy(self): """ Create a deep copy of the Heatmaps object. Returns ------- imgaug.HeatmapsOnImage Deep copy. """ return HeatmapsOnImage(self.get_arr(), shape=self.shape, min_value=self.min_value, max_value=self.max_value)

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26.272727

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def register_bootstrap_functions(): '''Discover and register all post import hooks named in the 'AUTOWRAPT_BOOTSTRAP' environment variable. The value of the environment variable must be a comma separated list. ''' # This can be called twice if '.pth' file bootstrapping works and # the 'autowra...

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32.925926

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def run(self, data, max_epochs=1): """Runs the process_function over the passed data. Args: data (Iterable): Collection of batches allowing repeated iteration (e.g., list or `DataLoader`). max_epochs (int, optional): max epochs to run for (default: 1). Returns: ...

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42.638889

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def _create_file_racefree(self, file): """ Creates a file, but fails if the file already exists. This function will thus only succeed if this process actually creates the file; if the file already exists, it will cause an OSError, solving race conditions. :par...

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37.75

16.416667

def get_registration_id_info(self, registration_id): """ Returns details related to a registration id if it exists otherwise return None Args: registration_id: id to be checked Returns: dict: info about registration id None: if id doesn't exist ...

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31.6

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def inventory(self, all=False, ssid=None): """ Returns a node inventory. If an API key is specified, only the nodes provisioned by this key will be returned. :return: { inventory } """ if all or self.api_key is None: if ssid is not None: retu...

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34.941176

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def off_datastream(self, datastream): """ To turn off datastream :param datastream: string """ url = '/datastream/' + str(datastream) + '/off' response = self.http.post(url,"") return response

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30.125

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def setOptimizedForIPTV(self, status, wifiInterfaceId=1, timeout=1): """Set if the Wifi interface is optimized for IP TV :param bool status: set if Wifi interface should be optimized :param int wifiInterfaceId: the id of the Wifi interface :param float timeout: the timeout to wait for t...

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39.5

27.9

async def dispatch(self, request, view=None, **kwargs): """Dispatch request.""" if view is None and request.method not in self.methods: raise HTTPMethodNotAllowed(request.method, self.methods) method = getattr(self, view or request.method.lower()) response = await method(req...

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48.375

19.5

def src_file(self): """ Get the latest src_uri for a stage 3 tarball. Returns (str): Latest src_uri from gentoo's distfiles mirror. """ try: src_uri = (curl[Gentoo._LATEST_TXT] | tail["-n", "+3"] | cut["-f1", "-d "])().strip() ...

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34.2

16.333333

def to_add_link(self, ): ''' To add link ''' if self.check_post_role()['ADD']: pass else: return False kwd = { 'pager': '', 'uid': '', } self.render('misc/link/link_add.html', topmenu='', ...

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23.6875

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def complete(self, match, subject_graph): """Check the completeness of the ring match""" if not CustomPattern.complete(self, match, subject_graph): return False if self.strong: # If the ring is not strong, return False if self.size % 2 == 0: # ...

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50.694444

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def _closure_createlink(self): """Create a link in the closure tree.""" linkparents = self._closure_model.objects.filter( child__pk=self._closure_parent_pk ).values("parent", "depth") linkchildren = self._closure_model.objects.filter( parent__pk=self.pk )....

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42.428571

8.285714

def get_absolute_path(some_path): """ This function will return an appropriate absolute path for the path it is given. If the input is absolute, it will return unmodified; if the input is relative, it will be rendered as relative to the current working directory. """ if os.path.isabs(some_path):...

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40.8

19.8

def _add_thread(self, aThread): """ Private method to add a thread object to the snapshot. @type aThread: L{Thread} @param aThread: Thread object. """ ## if not isinstance(aThread, Thread): ## if hasattr(aThread, '__class__'): ## typename = aThr...

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38.4

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def log_rmtree_error(func, arg, exc_info): """Suited as onerror handler for (sh)util.rmtree() that logs a warning.""" logging.warning("Failure during '%s(%s)': %s", func.__name__, arg, exc_info[1])

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67.666667

15

def monthly_wind_conditions(self): """A list of 12 monthly wind conditions that are used on the design days.""" return [WindCondition(x, y) for x, y in zip( self._monthly_wind, self.monthly_wind_dirs)]

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56.5

8.5

def get_keysym(conn, keycode, col=0, kbmap=None): """ Get the keysym associated with a particular keycode in the current X environment. Although we get a list of keysyms from X in 'get_keyboard_mapping', this list is really a table with 'keysys_per_keycode' columns and ``mx - mn`` rows (where ``mx``...

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35.916667

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def __read_and_render_yaml_file(source, template, saltenv): ''' Read a yaml file and, if needed, renders that using the specifieds templating. Returns the python objects defined inside of the file. ''' sfn = __salt__['cp.cache_file'](so...

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37.5

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def eval(self, expr, n, extra_constraints=(), solver=None, model_callback=None): """ This function returns up to `n` possible solutions for expression `expr`. :param expr: expression (an AST) to evaluate :param n: number of results to return :param solver: a solver object, nativ...

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41.78125

26.21875

def tokenize(self, s): """Return a list of token strings from the given sentence. :param string s: The sentence string to tokenize. :rtype: iter(str) """ return [s[start:end] for start, end in self.span_tokenize(s)]

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35.714286

17

def get_contents_as_string(self, headers=None, cb=None, num_cb=10, torrent=False, version_id=None, response_headers=None, callback=None): """ Retrieve an object from S3 using the n...

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46.44898

22.367347

def plotConvergenceByColumnTopology(results, columnRange, featureRange, networkType, numTrials): """ Plots the convergence graph: iterations vs number of columns. Each curve shows the convergence for a given number of unique features. """ #######################################################################...

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34.738462

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def read(fn, **kwargs): """ Convenience function: Detect file extension and read via Atomistica or ASE. If reading a NetCDF files, frame numbers can be appended via '@'. e.g., a = read('traj.nc@5') """ ext = fn[fn.rfind('.'):].split('@') if len(ext) == 1: if ext[0] == '.out' or ext[0...

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33.483871

11.096774