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

text stringlengths 75 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 0.18
def update_opdocs(self, checksum, opdocs, revision=None): """ Modifies the internal state based a change to the content and returns the sets of words added and removed. :Parameters: checksum : `hashable` A checksum generated from the text of a revision ...	[ "def", "update_opdocs", "(", "self", ",", "checksum", ",", "opdocs", ",", "revision", "=", "None", ")", ":", "return", "self", ".", "_update", "(", "checksum", "=", "checksum", ",", "opdocs", "=", "opdocs", ",", "revision", "=", "revision", ")" ]	40.925926	0.001768
def get_default_mapping(self, z, cmapper): """Create dictionary containing default ColumnDataSource glyph to data mappings. """ map_annular = dict(x=self.max_radius, y=self.max_radius, inner_radius="inner_radius", outer_radius="oute...	[ "def", "get_default_mapping", "(", "self", ",", "z", ",", "cmapper", ")", ":", "map_annular", "=", "dict", "(", "x", "=", "self", ".", "max_radius", ",", "y", "=", "self", ".", "max_radius", ",", "inner_radius", "=", "\"inner_radius\"", ",", "outer_radius"...	39.2	0.00249
def _route(self, attr, args, kwargs, **fkwargs): """ Perform routing and return db_nums """ return self.cluster.hosts.keys()	[ "def", "_route", "(", "self", ",", "attr", ",", "args", ",", "kwargs", ",", "", "", "fkwargs", ")", ":", "return", "self", ".", "cluster", ".", "hosts", ".", "keys", "(", ")" ]	30.4	0.012821
def _make_policies(self): """ Convert the 'scalingPolicies' dictionary into AutoScalePolicy objects. """ self.policies = [AutoScalePolicy(self.manager, dct, self) for dct in self.scalingPolicies]	[ "def", "_make_policies", "(", "self", ")", ":", "self", ".", "policies", "=", "[", "AutoScalePolicy", "(", "self", ".", "manager", ",", "dct", ",", "self", ")", "for", "dct", "in", "self", ".", "scalingPolicies", "]" ]	39.666667	0.012346
def _roots_to_targets(self, build_graph, target_roots): """Populate the BuildGraph and target list from a set of input TargetRoots.""" with self._run_tracker.new_workunit(name='parse', labels=[WorkUnitLabel.SETUP]): return [ build_graph.get_target(address) for address in build_grap...	[ "def", "_roots_to_targets", "(", "self", ",", "build_graph", ",", "target_roots", ")", ":", "with", "self", ".", "_run_tracker", ".", "new_workunit", "(", "name", "=", "'parse'", ",", "labels", "=", "[", "WorkUnitLabel", ".", "SETUP", "]", ")", ":", "retur...	46.75	0.010499
def getipmacarp(self): """ Function operates on the IMCDev object and updates the ipmacarp attribute :return: """ self.ipmacarp = get_ip_mac_arp_list(self.auth, self.url, devid = self.devid)	[ "def", "getipmacarp", "(", "self", ")", ":", "self", ".", "ipmacarp", "=", "get_ip_mac_arp_list", "(", "self", ".", "auth", ",", "self", ".", "url", ",", "devid", "=", "self", ".", "devid", ")" ]	37.5	0.026087
def check_class(self, id_, class_, lineno, scope=None, show_error=True): """ Check the id is either undefined or defined with the given class. - If the identifier (e.g. variable) does not exists means it's undeclared, and returns True (OK). - If the identifier exists, but its cl...	[ "def", "check_class", "(", "self", ",", "id_", ",", "class_", ",", "lineno", ",", "scope", "=", "None", ",", "show_error", "=", "True", ")", ":", "assert", "CLASS", ".", "is_valid", "(", "class_", ")", "entry", "=", "self", ".", "get_entry", "(", "id...	36.8125	0.001654
def can_run_c_extension(name=None): """ Determine whether the given Python C extension loads correctly. If ``name`` is ``None``, tests all Python C extensions, and return ``True`` if and only if all load correctly. :param string name: the name of the Python C extension to test :rtype: bool ...	[ "def", "can_run_c_extension", "(", "name", "=", "None", ")", ":", "def", "can_run_cdtw", "(", ")", ":", "\"\"\" Python C extension for computing DTW \"\"\"", "try", ":", "import", "aeneas", ".", "cdtw", ".", "cdtw", "return", "True", "except", "ImportError", ":", ...	27.283019	0.000668
def create_oqhazardlib_source(self, tom, mesh_spacing, use_defaults=False): """ Returns an instance of the :class: `openquake.hazardlib.source.simple_fault.SimpleFaultSource` :param tom: Temporal occurrance model :param float mesh_spacing: Mesh spacing ...	[ "def", "create_oqhazardlib_source", "(", "self", ",", "tom", ",", "mesh_spacing", ",", "use_defaults", "=", "False", ")", ":", "if", "not", "self", ".", "mfd", ":", "raise", "ValueError", "(", "\"Cannot write to hazardlib without MFD\"", ")", "return", "SimpleFaul...	32.923077	0.00227
def add_to_hash(self, filename, hasher): """Contribute `filename`'s data to the Md5Hash `hasher`.""" hasher.update(self.executed_lines(filename)) hasher.update(self.executed_arcs(filename))	[ "def", "add_to_hash", "(", "self", ",", "filename", ",", "hasher", ")", ":", "hasher", ".", "update", "(", "self", ".", "executed_lines", "(", "filename", ")", ")", "hasher", ".", "update", "(", "self", ".", "executed_arcs", "(", "filename", ")", ")" ]	52.5	0.00939
def template(page=None, layout=None, **kwargs): """ Decorator to change the view template and layout. It works on both View class and view methods on class only $layout is applied, everything else will be passed to the kwargs Using as first argument, it will be the layout. :fi...	[ "def", "template", "(", "page", "=", "None", ",", "layout", "=", "None", ",", "", "", "kwargs", ")", ":", "pkey", "=", "\"_template_extends__\"", "def", "decorator", "(", "f", ")", ":", "if", "inspect", ".", "isclass", "(", "f", ")", ":", "layout_"...	33.09375	0.000459
def filter_create(self, phrase, context, irreversible = False, whole_word = True, expires_in = None): """ Creates a new keyword filter. `phrase` is the phrase that should be filtered out, `context` specifies from where to filter the keywords. Valid contexts are 'home', 'notifications', '...	[ "def", "filter_create", "(", "self", ",", "phrase", ",", "context", ",", "irreversible", "=", "False", ",", "whole_word", "=", "True", ",", "expires_in", "=", "None", ")", ":", "params", "=", "self", ".", "__generate_params", "(", "locals", "(", ")", ")"...	48.5	0.016849
def get_dual_rmetric( self, invert_h = False, mode_inv = 'svd' ): """ Compute the dual Riemannian Metric This is not satisfactory, because if mdimG<mdimY the shape of H will not be the same as the shape of G. TODO(maybe): return a (copied) smaller H with only the rows and columns...	[ "def", "get_dual_rmetric", "(", "self", ",", "invert_h", "=", "False", ",", "mode_inv", "=", "'svd'", ")", ":", "if", "self", ".", "H", "is", "None", ":", "self", ".", "H", ",", "self", ".", "G", ",", "self", ".", "Hvv", ",", "self", ".", "Hsvals...	46	0.021311
def _load(db_data, db): """ Load :class:`mongomock.database.Database` from dict data. """ if db.name != db_data["name"]: raise ValueError("dbname doesn't matches! Maybe wrong database data.") db.__init__(client=db._client, name=db.name) for col_name, col_data in iteritems(db_data["_coll...	[ "def", "_load", "(", "db_data", ",", "db", ")", ":", "if", "db", ".", "name", "!=", "db_data", "[", "\"name\"", "]", ":", "raise", "ValueError", "(", "\"dbname doesn't matches! Maybe wrong database data.\"", ")", "db", ".", "__init__", "(", "client", "=", "d...	35.6	0.001825
def _upload_resumable_all(self, upload_info, bitmap, number_of_units, unit_size): """Prepare and upload all resumable units and return upload_key upload_info -- UploadInfo object bitmap -- bitmap node of upload/check number_of_units -- number of units reque...	[ "def", "_upload_resumable_all", "(", "self", ",", "upload_info", ",", "bitmap", ",", "number_of_units", ",", "unit_size", ")", ":", "fd", "=", "upload_info", ".", "fd", "upload_key", "=", "None", "for", "unit_id", "in", "range", "(", "number_of_units", ")", ...	33.44186	0.002027
def debug_inspect_node(self, node_msindex): """ Get info about the node. See pycut.inspect_node() for details. Processing is done in temporary shape. :param node_seed: :return: node_unariesalt, node_neighboor_edges_and_weights, node_neighboor_seeds """ return ins...	[ "def", "debug_inspect_node", "(", "self", ",", "node_msindex", ")", ":", "return", "inspect_node", "(", "self", ".", "nlinks", ",", "self", ".", "unariesalt2", ",", "self", ".", "msinds", ",", "node_msindex", ")" ]	42.111111	0.010336
def point_in_prism(tri1, tri2, pt): ''' point_in_prism(tri1, tri2, pt) yields True if the given point is inside the prism that stretches between triangle 1 and triangle 2. Will automatically thread over extended dimensions. If multiple triangles are given, then the vertices must be an earlier dimens...	[ "def", "point_in_prism", "(", "tri1", ",", "tri2", ",", "pt", ")", ":", "bcs", "=", "prism_barycentric_coordinates", "(", "tri1", ",", "tri2", ",", "pt", ")", "return", "np", ".", "logical_not", "(", "np", ".", "isclose", "(", "np", ".", "sum", "(", ...	61.5	0.008013
def smeft_toarray(wc_name, wc_dict): """Construct a numpy array with Wilson coefficient values from a dictionary of label-value pairs corresponding to the non-redundant elements.""" shape = smeftutil.C_keys_shape[wc_name] C = np.zeros(shape, dtype=complex) for k, v in wc_dict.items(): if...	[ "def", "smeft_toarray", "(", "wc_name", ",", "wc_dict", ")", ":", "shape", "=", "smeftutil", ".", "C_keys_shape", "[", "wc_name", "]", "C", "=", "np", ".", "zeros", "(", "shape", ",", "dtype", "=", "complex", ")", "for", "k", ",", "v", "in", "wc_dict...	40.571429	0.001721
def validate(bbllines:iter, *, profiling=False): """Yield lines of warnings and errors about input bbl lines. profiling -- yield also info lines about input bbl file. If bbllines is a valid file name, it will be read. Else, it should be an iterable of bubble file lines. """ if isinstance(bbll...	[ "def", "validate", "(", "bbllines", ":", "iter", ",", "*", ",", "profiling", "=", "False", ")", ":", "if", "isinstance", "(", "bbllines", ",", "str", ")", ":", "if", "os", ".", "path", ".", "exists", "(", "bbllines", ")", ":", "# filename containing bu...	43.466667	0.0015
def get_total_ram(): """The total amount of system RAM in bytes. This is what is reported by the OS, and may be overcommitted when there are multiple containers hosted on the same machine. """ with open('/proc/meminfo', 'r') as f: for line in f.readlines(): if line: ...	[ "def", "get_total_ram", "(", ")", ":", "with", "open", "(", "'/proc/meminfo'", ",", "'r'", ")", "as", "f", ":", "for", "line", "in", "f", ".", "readlines", "(", ")", ":", "if", "line", ":", "key", ",", "value", ",", "unit", "=", "line", ".", "spl...	38.5	0.001812
def _to_point(dims): """Convert (width, height) or size -> point.Point.""" assert dims if isinstance(dims, (tuple, list)): if len(dims) != 2: raise ValueError( "A two element tuple or list is expected here, got {}.".format(dims)) else: width = int(dims[0]) height = int(dims[1]...	[ "def", "_to_point", "(", "dims", ")", ":", "assert", "dims", "if", "isinstance", "(", "dims", ",", "(", "tuple", ",", "list", ")", ")", ":", "if", "len", "(", "dims", ")", "!=", "2", ":", "raise", "ValueError", "(", "\"A two element tuple or list is expe...	29.5	0.01791
def _Rforce(self,R,z,phi=0.,t=0.): """ NAME: _Rforce PURPOSE: evaluate the radial force for this potential INPUT: R - Galactocentric cylindrical radius z - vertical height phi - azimuth t - time OUTPUT: ...	[ "def", "_Rforce", "(", "self", ",", "R", ",", "z", ",", "phi", "=", "0.", ",", "t", "=", "0.", ")", ":", "r", "=", "nu", ".", "sqrt", "(", "R", "", "R", "+", "z", "", "z", ")", "return", "-", "self", ".", "_mass", "(", "r", ")", "*", ...	25.5	0.014706
def FixmatFactory(fixmatfile, categories = None, var_name = 'fixmat', field_name='x'): """ Loads a single fixmat (fixmatfile). Parameters: fixmatfile : string The matlab fixmat that should be loaded. categories : instance of stimuli.Categories, optional Links dat...	[ "def", "FixmatFactory", "(", "fixmatfile", ",", "categories", "=", "None", ",", "var_name", "=", "'fixmat'", ",", "field_name", "=", "'x'", ")", ":", "try", ":", "data", "=", "loadmat", "(", "fixmatfile", ",", "struct_as_record", "=", "False", ")", "keys",...	35.465116	0.012125
def ignore_path(path, ignore_list=None, whitelist=None): """ Returns a boolean indicating if a path should be ignored given an ignore_list and a whitelist of glob patterns. """ if ignore_list is None: return True should_ignore = matches_glob_list(path, ignore_list) if whitelist is N...	[ "def", "ignore_path", "(", "path", ",", "ignore_list", "=", "None", ",", "whitelist", "=", "None", ")", ":", "if", "ignore_list", "is", "None", ":", "return", "True", "should_ignore", "=", "matches_glob_list", "(", "path", ",", "ignore_list", ")", "if", "w...	31.538462	0.00237
def trigger(self, source): """ Triggers all actions meant to trigger on the board state from `source`. """ actions = self.evaluate(source) if actions: if not hasattr(actions, "__iter__"): actions = (actions, ) source.game.trigger_actions(source, actions)	[ "def", "trigger", "(", "self", ",", "source", ")", ":", "actions", "=", "self", ".", "evaluate", "(", "source", ")", "if", "actions", ":", "if", "not", "hasattr", "(", "actions", ",", "\"__iter__\"", ")", ":", "actions", "=", "(", "actions", ",", ")"...	29.555556	0.036496
def plot_vectors(self, arrows=True): """ Plot vectors of positional transition of LISA values within quadrant in scatterplot in a polar plot. Parameters ---------- ax : Matplotlib Axes instance, optional If given, the figure will be created inside this axis. ...	[ "def", "plot_vectors", "(", "self", ",", "arrows", "=", "True", ")", ":", "from", "splot", ".", "giddy", "import", "dynamic_lisa_vectors", "fig", ",", "ax", "=", "dynamic_lisa_vectors", "(", "self", ",", "arrows", "=", "arrows", ")", "return", "fig", ",", ...	32.793103	0.002043
def get_settings_from_client(client): """Pull out settings from a SoftLayer.BaseClient instance. :param client: SoftLayer.BaseClient instance """ settings = { 'username': '', 'api_key': '', 'timeout': '', 'endpoint_url': '', } try: settings['username'] = ...	[ "def", "get_settings_from_client", "(", "client", ")", ":", "settings", "=", "{", "'username'", ":", "''", ",", "'api_key'", ":", "''", ",", "'timeout'", ":", "''", ",", "'endpoint_url'", ":", "''", ",", "}", "try", ":", "settings", "[", "'username'", "]...	25.44	0.001515
def _init(): """Dynamically import engines that initialize successfully.""" import importlib import os import re filenames = os.listdir(os.path.dirname(__file__)) module_names = set() for filename in filenames: match = re.match(r'^(?P<name>[A-Z_a-z]\w*)\.py[co]?$', filename) ...	[ "def", "_init", "(", ")", ":", "import", "importlib", "import", "os", "import", "re", "filenames", "=", "os", ".", "listdir", "(", "os", ".", "path", ".", "dirname", "(", "__file__", ")", ")", "module_names", "=", "set", "(", ")", "for", "filename", ...	28.864865	0.000906
def displayEmptyInputWarningBox(display=True, parent=None): """ Displays a warning box for the 'input' parameter. """ if sys.version_info[0] >= 3: from tkinter.messagebox import showwarning else: from tkMessageBox import showwarning if display: msg = 'No valid input files fo...	[ "def", "displayEmptyInputWarningBox", "(", "display", "=", "True", ",", "parent", "=", "None", ")", ":", "if", "sys", ".", "version_info", "[", "0", "]", ">=", "3", ":", "from", "tkinter", ".", "messagebox", "import", "showwarning", "else", ":", "from", ...	35.846154	0.008368
def _check_directory_arguments(self): """ Validates arguments for loading from directories, including static image and time series directories. """ if not os.path.isdir(self.datapath): raise (NotADirectoryError('Directory does not exist: %s' % self.datapath)) if self....	[ "def", "_check_directory_arguments", "(", "self", ")", ":", "if", "not", "os", ".", "path", ".", "isdir", "(", "self", ".", "datapath", ")", ":", "raise", "(", "NotADirectoryError", "(", "'Directory does not exist: %s'", "%", "self", ".", "datapath", ")", ")...	57.363636	0.00936
def remove_invalid_fields(self, queryset, fields, view): """Remove invalid fields from an ordering. Overwrites the DRF default remove_invalid_fields method to return both the valid orderings and any invalid orderings. """ valid_orderings = [] invalid_orderings = [] ...	[ "def", "remove_invalid_fields", "(", "self", ",", "queryset", ",", "fields", ",", "view", ")", ":", "valid_orderings", "=", "[", "]", "invalid_orderings", "=", "[", "]", "# for each field sent down from the query param,", "# determine if its valid or invalid", "for", "t...	36.458333	0.002227
def is_null(*symbols): """ True if no nodes or all the given nodes are either None, NOP or empty blocks. For blocks this applies recursively """ from symbols.symbol_ import Symbol for sym in symbols: if sym is None: continue if not isinstance(sym, Symbol): re...	[ "def", "is_null", "(", "*", "symbols", ")", ":", "from", "symbols", ".", "symbol_", "import", "Symbol", "for", "sym", "in", "symbols", ":", "if", "sym", "is", "None", ":", "continue", "if", "not", "isinstance", "(", "sym", ",", "Symbol", ")", ":", "r...	27.736842	0.001835
def get_renderer(app, id): """Retrieve a renderer. :param app: :class:`~flask.Flask` application to look ``id`` up on :param id: Internal renderer id-string to look up """ renderer = app.extensions.get('nav_renderers', {})[id] if isinstance(renderer, tuple): mod_name, cls_name = render...	[ "def", "get_renderer", "(", "app", ",", "id", ")", ":", "renderer", "=", "app", ".", "extensions", ".", "get", "(", "'nav_renderers'", ",", "{", "}", ")", "[", "id", "]", "if", "isinstance", "(", "renderer", ",", "tuple", ")", ":", "mod_name", ",", ...	25.263158	0.002008
def append_if_local_or_in_imports(self, definition): """Add definition to list. Handles local definitions and adds to project_definitions. """ if isinstance(definition, LocalModuleDefinition): self.definitions.append(definition) elif self.import_names == ["*"]: ...	[ "def", "append_if_local_or_in_imports", "(", "self", ",", "definition", ")", ":", "if", "isinstance", "(", "definition", ",", "LocalModuleDefinition", ")", ":", "self", ".", "definitions", ".", "append", "(", "definition", ")", "elif", "self", ".", "import_names...	41.75	0.002342
def deepupdate( mapping: abc.MutableMapping, other: abc.Mapping, listextend=False ): """update one dictionary from another recursively. Only individual values will be overwritten--not entire branches of nested dictionaries. """ def inner(other, previouskeys): """previouskeys is a tuple ...	[ "def", "deepupdate", "(", "mapping", ":", "abc", ".", "MutableMapping", ",", "other", ":", "abc", ".", "Mapping", ",", "listextend", "=", "False", ")", ":", "def", "inner", "(", "other", ",", "previouskeys", ")", ":", "\"\"\"previouskeys is a tuple that stores...	35.125	0.000866
def main(): """Start the bot.""" # Bale Bot Authorization Token updater = Updater("TOKEN") # Get the dispatcher to register handlers dp = updater.dispatcher # on different commands - answer in Bale dp.add_handler(CommandHandler("start", start)) dp.add_handler(CommandHandler("help", hel...	[ "def", "main", "(", ")", ":", "# Bale Bot Authorization Token", "updater", "=", "Updater", "(", "\"TOKEN\"", ")", "# Get the dispatcher to register handlers", "dp", "=", "updater", ".", "dispatcher", "# on different commands - answer in Bale", "dp", ".", "add_handler", "(...	25.75	0.001873
def setParts( self, parts ): """ Sets the path for this edit widget by providing the parts to the path. :param parts \| [<str>, ..] """ self.setText(self.separator().join(map(str, parts)))	[ "def", "setParts", "(", "self", ",", "parts", ")", ":", "self", ".", "setText", "(", "self", ".", "separator", "(", ")", ".", "join", "(", "map", "(", "str", ",", "parts", ")", ")", ")" ]	33.571429	0.020747
def printDeadCells(self): """ Print statistics for the dead cells """ columnCasualties = numpy.zeros(self.numberOfColumns()) for cell in self.deadCells: col = self.columnForCell(cell) columnCasualties[col] += 1 for col in range(self.numberOfColumns()): print col, columnCasualti...	[ "def", "printDeadCells", "(", "self", ")", ":", "columnCasualties", "=", "numpy", ".", "zeros", "(", "self", ".", "numberOfColumns", "(", ")", ")", "for", "cell", "in", "self", ".", "deadCells", ":", "col", "=", "self", ".", "columnForCell", "(", "cell",...	31.8	0.012232
def scan_file(fullpath, relpath, assign_id): """ scan a file and put it into the index """ # pylint: disable=too-many-branches,too-many-statements,too-many-locals # Since a file has changed, the lrucache is invalid. load_message.cache_clear() try: entry = load_message(fullpath) except ...	[ "def", "scan_file", "(", "fullpath", ",", "relpath", ",", "assign_id", ")", ":", "# pylint: disable=too-many-branches,too-many-statements,too-many-locals", "# Since a file has changed, the lrucache is invalid.", "load_message", ".", "cache_clear", "(", ")", "try", ":", "entry",...	32.088496	0.000535
def get_route_to(self, destination="", protocol=""): """ Only IPv4 supported, vrf aware, longer_prefixes parameter ready """ longer_pref = "" # longer_prefixes support, for future use vrf = "" ip_version = None try: ip_version = IPNetwork(destination...	[ "def", "get_route_to", "(", "self", ",", "destination", "=", "\"\"", ",", "protocol", "=", "\"\"", ")", ":", "longer_pref", "=", "\"\"", "# longer_prefixes support, for future use", "vrf", "=", "\"\"", "ip_version", "=", "None", "try", ":", "ip_version", "=", ...	50.841121	0.001803
def load_state_dict(self, state_dict: Dict[str, Any]) -> None: """ Load the schedulers state. Parameters ---------- state_dict : ``Dict[str, Any]`` Scheduler state. Should be an object returned from a call to ``state_dict``. """ self.__dict__.update(s...	[ "def", "load_state_dict", "(", "self", ",", "state_dict", ":", "Dict", "[", "str", ",", "Any", "]", ")", "->", "None", ":", "self", ".", "__dict__", ".", "update", "(", "state_dict", ")" ]	32.1	0.009091
def _read_from_paths(): """ Try to read data from configuration paths ($HOME/_SETTINGS_PATH, /etc/_SETTINGS_PATH). """ home = os.environ.get("HOME", "") home_path = os.path.join(home, _SETTINGS_PATH) etc_path = os.path.join("/etc", _SETTINGS_PATH) env_path = os.environ.get("SETTINGS_PATH...	[ "def", "_read_from_paths", "(", ")", ":", "home", "=", "os", ".", "environ", ".", "get", "(", "\"HOME\"", ",", "\"\"", ")", "home_path", "=", "os", ".", "path", ".", "join", "(", "home", ",", "_SETTINGS_PATH", ")", "etc_path", "=", "os", ".", "path",...	27.782609	0.001513
def A(*a): """convert iterable object into numpy array""" return np.array(a[0]) if len(a)==1 else [np.array(o) for o in a]	[ "def", "A", "(", "*", "a", ")", ":", "return", "np", ".", "array", "(", "a", "[", "0", "]", ")", "if", "len", "(", "a", ")", "==", "1", "else", "[", "np", ".", "array", "(", "o", ")", "for", "o", "in", "a", "]" ]	42.666667	0.015385
def _gl_look_at(self, pos, target, up): """ The standard lookAt method :param pos: current position :param target: target position to look at :param up: direction up """ z = vector.normalise(pos - target) x = vector.normalise(vector3.cross(vector.normalis...	[ "def", "_gl_look_at", "(", "self", ",", "pos", ",", "target", ",", "up", ")", ":", "z", "=", "vector", ".", "normalise", "(", "pos", "-", "target", ")", "x", "=", "vector", ".", "normalise", "(", "vector3", ".", "cross", "(", "vector", ".", "normal...	29.482759	0.002265
def write(self, ostream, kmip_version=enums.KMIPVersion.KMIP_1_0): """ Write the data encoding the Digest object to a stream. Args: ostream (Stream): A data stream in which to encode object data, supporting a write method; usually a BytearrayStream object. ...	[ "def", "write", "(", "self", ",", "ostream", ",", "kmip_version", "=", "enums", ".", "KMIPVersion", ".", "KMIP_1_0", ")", ":", "tstream", "=", "BytearrayStream", "(", ")", "self", ".", "hashing_algorithm", ".", "write", "(", "tstream", ",", "kmip_version", ...	44.15	0.002217
def get_key(raw=False): """ Gets a single key from stdin """ file_descriptor = stdin.fileno() state = tcgetattr(file_descriptor) chars = [] try: setraw(stdin.fileno()) for i in range(3): char = stdin.read(1) ordinal = ord(char) chars.append(cha...	[ "def", "get_key", "(", "raw", "=", "False", ")", ":", "file_descriptor", "=", "stdin", ".", "fileno", "(", ")", "state", "=", "tcgetattr", "(", "file_descriptor", ")", "chars", "=", "[", "]", "try", ":", "setraw", "(", "stdin", ".", "fileno", "(", ")...	29.863636	0.001475
def make_view(robot): """ 为一个 BaseRoBot 生成 Bottle view。 Usage :: from werobot import WeRoBot robot = WeRoBot(token='token') @robot.handler def hello(message): return 'Hello World!' from bottle import Bottle from werobot.contrib.bottle import ...	[ "def", "make_view", "(", "robot", ")", ":", "def", "werobot_view", "(", "", "args", ",", "", "*", "kwargs", ")", ":", "if", "not", "robot", ".", "check_signature", "(", "request", ".", "query", ".", "timestamp", ",", "request", ".", "query", ".", "...	24.403846	0.000758
def delete(self, **context): """ Removes this record from the database. If the dryRun \ flag is specified then the command will be logged and \ not executed. :note From version 0.6.0 on, this method now accepts a mutable keyword dictionary of values. ...	[ "def", "delete", "(", "self", ",", "", "", "context", ")", ":", "if", "not", "self", ".", "isRecord", "(", ")", ":", "return", "0", "event", "=", "orb", ".", "events", ".", "DeleteEvent", "(", "record", "=", "self", ",", "context", "=", "self", ...	32.813953	0.002065
def find_common_root(elements): """ Find root which is common for all `elements`. Args: elements (list): List of double-linked HTMLElement objects. Returns: list: Vector of HTMLElement containing path to common root. """ if not elements: raise UserWarning("Can't find co...	[ "def", "find_common_root", "(", "elements", ")", ":", "if", "not", "elements", ":", "raise", "UserWarning", "(", "\"Can't find common root - no elements suplied.\"", ")", "root_path", "=", "el_to_path_vector", "(", "elements", ".", "pop", "(", ")", ")", "for", "el...	25.576923	0.001449
def dependency_to_rpm(dep, runtime): """Converts a dependency got by pkg_resources.Requirement.parse() to RPM format. Args: dep - a dependency retrieved by pkg_resources.Requirement.parse() runtime - whether the returned dependency should be runtime (True) or build time (False) R...	[ "def", "dependency_to_rpm", "(", "dep", ",", "runtime", ")", ":", "logger", ".", "debug", "(", "'Dependencies provided: {0} runtime: {1}.'", ".", "format", "(", "dep", ",", "runtime", ")", ")", "converted", "=", "[", "]", "if", "not", "len", "(", "dep", "....	37.194444	0.000728
def execute_nonstop_tasks(self, tasks_cls): """ Just a wrapper to the execute_batch_tasks method """ self.execute_batch_tasks(tasks_cls, self.conf['sortinghat']['sleep_for'], self.conf['general']['min_update_delay'], F...	[ "def", "execute_nonstop_tasks", "(", "self", ",", "tasks_cls", ")", ":", "self", ".", "execute_batch_tasks", "(", "tasks_cls", ",", "self", ".", "conf", "[", "'sortinghat'", "]", "[", "'sleep_for'", "]", ",", "self", ".", "conf", "[", "'general'", "]", "["...	45.571429	0.009231
def user_data(self, access_token, args, *kwargs): """Loads user data from service""" return self.get_json(self.USER_INFO_URL, method="POST", headers=self._get_headers(access_token))	[ "def", "user_data", "(", "self", ",", "access_token", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "return", "self", ".", "get_json", "(", "self", ".", "USER_INFO_URL", ",", "method", "=", "\"POST\"", ",", "headers", "=", "self", ".", "_get_hea...	49.25	0.015
def run_initialization_experiment(seed, num_neurons = 50, dim = 40, num_bins = 10, num_samples = 50*600, neuron_size = 10000, ...	[ "def", "run_initialization_experiment", "(", "seed", ",", "num_neurons", "=", "50", ",", "dim", "=", "40", ",", "num_bins", "=", "10", ",", "num_samples", "=", "50", "*", "600", ",", "neuron_size", "=", "10000", ",", "num_dendrites", "=", "400", ",", "de...	51.195122	0.020332
def poisson(grid, spacing=None, dtype=float, format=None, type='FD'): """Return a sparse matrix for the N-dimensional Poisson problem. The matrix represents a finite Difference approximation to the Poisson problem on a regular n-dimensional grid with unit grid spacing and Dirichlet boundary conditions....	[ "def", "poisson", "(", "grid", ",", "spacing", "=", "None", ",", "dtype", "=", "float", ",", "format", "=", "None", ",", "type", "=", "'FD'", ")", ":", "grid", "=", "tuple", "(", "grid", ")", "N", "=", "len", "(", "grid", ")", "# grid dimension", ...	29.803571	0.00058
def summarize_video_metrics(hook_args): """Computes video metrics summaries using the decoder output.""" problem_name = hook_args.problem.name current_problem = hook_args.problem hparams = hook_args.hparams output_dirs = hook_args.output_dirs predictions = hook_args.predictions frame_shape = [ curre...	[ "def", "summarize_video_metrics", "(", "hook_args", ")", ":", "problem_name", "=", "hook_args", ".", "problem", ".", "name", "current_problem", "=", "hook_args", ".", "problem", "hparams", "=", "hook_args", ".", "hparams", "output_dirs", "=", "hook_args", ".", "...	39	0.016682
def parallel_runners(name, runners, **kwargs): # pylint: disable=unused-argument ''' Executes multiple runner modules on the master in parallel. .. versionadded:: 2017.x.0 (Nitrogen) A separate thread is spawned for each runner. This state is intended to be used with the orchestrate runner in pla...	[ "def", "parallel_runners", "(", "name", ",", "runners", ",", "", "", "kwargs", ")", ":", "# pylint: disable=unused-argument", "# For the sake of consistency, we treat a single string in the same way as", "# a key without a value. This allows something like", "# salt.parallel_runn...	39.494505	0.000271
def save(sources, targets, masked=False): """ Save the numeric results of each source into its corresponding target. Parameters ---------- sources: list The list of source arrays for saving from; limited to length 1. targets: list The list of target arrays for saving to; limited...	[ "def", "save", "(", "sources", ",", "targets", ",", "masked", "=", "False", ")", ":", "# TODO: Remove restriction", "assert", "len", "(", "sources", ")", "==", "1", "and", "len", "(", "targets", ")", "==", "1", "array", "=", "sources", "[", "0", "]", ...	36.970588	0.000775
def get_season_code_from_name(self, season_name) -> int: """ Args: season_name: season name Returns: season code """ self.validator_season_name.validate(season_name, 'get_season_code_from_name') return self.seasons_enum[season_name]	[ "def", "get_season_code_from_name", "(", "self", ",", "season_name", ")", "->", "int", ":", "self", ".", "validator_season_name", ".", "validate", "(", "season_name", ",", "'get_season_code_from_name'", ")", "return", "self", ".", "seasons_enum", "[", "season_name",...	31.666667	0.010239
def check_arguments(c: typing.Callable, hints: typing.Mapping[str, typing.Optional[type]], args, *kwargs) -> None: """Check arguments type, raise :class:`TypeError` if argument type is not expected type. :param c: callable object want to check types :param hint...	[ "def", "check_arguments", "(", "c", ":", "typing", ".", "Callable", ",", "hints", ":", "typing", ".", "Mapping", "[", "str", ",", "typing", ".", "Optional", "[", "type", "]", "]", ",", "", "args", ",", "", "*", "kwargs", ")", "->", "None", ":", ...	36.32	0.001073
def _reconnect(self, errorState): """ Attempt to reconnect. If the current back-off delay is 0, L{connect} is called. Otherwise, it will cause a transition to the C{'waiting'} state, ultimately causing a call to L{connect} when the delay expires. """ def connect(...	[ "def", "_reconnect", "(", "self", ",", "errorState", ")", ":", "def", "connect", "(", ")", ":", "if", "self", ".", "noisy", ":", "log", ".", "msg", "(", "\"Reconnecting now.\"", ")", "self", ".", "connect", "(", ")", "backOff", "=", "self", ".", "bac...	34.814815	0.00207
def read_dictionary_file(dictionary_path): """Return all words in dictionary file as set.""" try: return _user_dictionary_cache[dictionary_path] except KeyError: if dictionary_path and os.path.exists(dictionary_path): with open(dictionary_path, "rt") as dict_f: wo...	[ "def", "read_dictionary_file", "(", "dictionary_path", ")", ":", "try", ":", "return", "_user_dictionary_cache", "[", "dictionary_path", "]", "except", "KeyError", ":", "if", "dictionary_path", "and", "os", ".", "path", ".", "exists", "(", "dictionary_path", ")", ...	39.833333	0.002045
def resize(image, x, y, stretch=False, top=None, left=None, mode='RGB', resample=None): """Return an image resized.""" if x <= 0: raise ValueError('x must be greater than zero') if y <= 0: raise ValueError('y must be greater than zero') from PIL import Image resample = I...	[ "def", "resize", "(", "image", ",", "x", ",", "y", ",", "stretch", "=", "False", ",", "top", "=", "None", ",", "left", "=", "None", ",", "mode", "=", "'RGB'", ",", "resample", "=", "None", ")", ":", "if", "x", "<=", "0", ":", "raise", "ValueErr...	29.808511	0.001382
def p_expr_shl_expr(p): """ expr : expr SHL expr """ if p[1] is None or p[3] is None: p[0] = None return if p[1].type_ in (TYPE.float_, TYPE.fixed): p[1] = make_typecast(TYPE.ulong, p[1], p.lineno(2)) p[0] = make_binary(p.lineno(2), 'SHL', p[1], make_...	[ "def", "p_expr_shl_expr", "(", "p", ")", ":", "if", "p", "[", "1", "]", "is", "None", "or", "p", "[", "3", "]", "is", "None", ":", "p", "[", "0", "]", "=", "None", "return", "if", "p", "[", "1", "]", ".", "type_", "in", "(", "TYPE", ".", ...	30.153846	0.002475
def render(self): """Render this page and return the rendition. Converts the markdown content to html, and then renders the (mako) template specified in the config, using that html. The task of writing of the rendition to a real file is responsibility of the generate method. ...	[ "def", "render", "(", "self", ")", ":", "(", "pthemedir", ",", "ptemplatefname", ")", "=", "self", ".", "_theme_and_template_fp", "(", ")", "mylookup", "=", "TemplateLookup", "(", "directories", "=", "[", "self", ".", "site", ".", "dirs", "[", "'s2'", "]...	49.753623	0.010568
def voronoi_neighbors_from_pixels_and_ridge_points(pixels, ridge_points): """Compute the neighbors of every pixel as a list of the pixel index's each pixel shares a vertex with. The ridge points of the Voronoi grid are used to derive this. Parameters ---------- ridge_points : scipy.spatial.Voronoi...	[ "def", "voronoi_neighbors_from_pixels_and_ridge_points", "(", "pixels", ",", "ridge_points", ")", ":", "pixel_neighbors_size", "=", "np", ".", "zeros", "(", "shape", "=", "(", "pixels", ")", ")", "for", "ridge_index", "in", "range", "(", "ridge_points", ".", "sh...	39.806452	0.002373
def format_hyperlink( val, hlx, hxl, xhl ): """ Formats an html hyperlink into other forms. @hlx, hxl, xhl: values returned by set_output_format """ if '<a href="' in str(val) and hlx != '<a href="': val = val.replace('<a href="', hlx).replace('">', hxl, 1).replace('</a>', xhl) return...	[ "def", "format_hyperlink", "(", "val", ",", "hlx", ",", "hxl", ",", "xhl", ")", ":", "if", "'<a href=\"'", "in", "str", "(", "val", ")", "and", "hlx", "!=", "'<a href=\"'", ":", "val", "=", "val", ".", "replace", "(", "'<a href=\"'", ",", "hlx", ")",...	31.5	0.015432
def fit_apply(fit_result,vec_array): '''fit_apply(fir_result,vec_array) -> vec_array Applies a fit result to an array of vectors ''' return map( lambda x,t1=fit_result[0],mt2=negate(fit_result[1]), m=fit_result[2]: add(t1,transform(m,add(mt2,x))),vec_array)	[ "def", "fit_apply", "(", "fit_result", ",", "vec_array", ")", ":", "return", "map", "(", "lambda", "x", ",", "t1", "=", "fit_result", "[", "0", "]", ",", "mt2", "=", "negate", "(", "fit_result", "[", "1", "]", ")", ",", "m", "=", "fit_result", "[",...	35	0.038328
def visualRect(self, index): """The rectangle for the bounds of the item at index. :qtdoc:`Re-implemented<QAbstractItemView.visualRect>` :param index: index for the rect you want :type index: :qtdoc:`QModelIndex` :returns: :qtdoc:`QRect` -- rectangle of the borders of the item ...	[ "def", "visualRect", "(", "self", ",", "index", ")", ":", "if", "len", "(", "self", ".", "_rects", "[", "index", ".", "row", "(", ")", "]", ")", "-", "1", "<", "index", ".", "column", "(", ")", "or", "index", ".", "row", "(", ")", "==", "-", ...	47.583333	0.013746
def graph_impl(self, run, tag, is_conceptual, limit_attr_size=None, large_attrs_key=None): """Result of the form `(body, mime_type)`, or `None` if no graph exists.""" if is_conceptual: tensor_events = self._multiplexer.Tensors(run, tag) # Take the first event if there are multiple events written fro...	[ "def", "graph_impl", "(", "self", ",", "run", ",", "tag", ",", "is_conceptual", ",", "limit_attr_size", "=", "None", ",", "large_attrs_key", "=", "None", ")", ":", "if", "is_conceptual", ":", "tensor_events", "=", "self", ".", "_multiplexer", ".", "Tensors",...	49.76	0.013407
def readin_rho(filename, rhofile=True, aniso=False): """Read in the values of the resistivity in Ohmm. The format is variable: rho-file or mag-file. """ if aniso: a = [[0, 1, 2], [2, 3, 4]] else: a = [0, 2] if rhofile: if filename is None: filename = 'rho/rho....	[ "def", "readin_rho", "(", "filename", ",", "rhofile", "=", "True", ",", "aniso", "=", "False", ")", ":", "if", "aniso", ":", "a", "=", "[", "[", "0", ",", "1", ",", "2", "]", ",", "[", "2", ",", "3", ",", "4", "]", "]", "else", ":", "a", ...	29.285714	0.001575
def plot_world(world, **kwargs): """ Addes a heat-map representing the data in world (an EnvironmentFile object) to the current plot. kwargs: palette - a seaborn palette (list of RGB values) indicating how to color values. Will be converted to a continuous ...	[ "def", "plot_world", "(", "world", ",", "", "", "kwargs", ")", ":", "denom", ",", "palette", "=", "get_kwargs", "(", "world", ",", "kwargs", ",", "False", ")", "world", "=", "color_grid", "(", "world", ",", "palette", ",", "denom", ",", "True", ")"...	45.043478	0.000945
def list_chunks(l, n): """ Return a list of chunks :param l: List :param n: int The number of items per chunk :return: List """ if n < 1: n = 1 return [l[i:i + n] for i in range(0, len(l), n)]	[ "def", "list_chunks", "(", "l", ",", "n", ")", ":", "if", "n", "<", "1", ":", "n", "=", "1", "return", "[", "l", "[", "i", ":", "i", "+", "n", "]", "for", "i", "in", "range", "(", "0", ",", "len", "(", "l", ")", ",", "n", ")", "]" ]	22.3	0.008621
def update(self, a, b, c, d): """ Update contingency table with new values without creating a new object. """ self.table.ravel()[:] = [a, b, c, d] self.N = self.table.sum()	[ "def", "update", "(", "self", ",", "a", ",", "b", ",", "c", ",", "d", ")", ":", "self", ".", "table", ".", "ravel", "(", ")", "[", ":", "]", "=", "[", "a", ",", "b", ",", "c", ",", "d", "]", "self", ".", "N", "=", "self", ".", "table", ...	34.5	0.009434
def check_auth(self, all_credentials): """Update this socket's authentication. Log in or out to bring this socket's credentials up to date with those provided. Can raise ConnectionFailure or OperationFailure. :Parameters: - `all_credentials`: dict, maps auth source to MongoCr...	[ "def", "check_auth", "(", "self", ",", "all_credentials", ")", ":", "if", "all_credentials", "or", "self", ".", "authset", ":", "cached", "=", "set", "(", "itervalues", "(", "all_credentials", ")", ")", "authset", "=", "self", ".", "authset", ".", "copy", ...	39.809524	0.002336
def from_semiaxes(cls,axes): """ Get axis-aligned elliptical conic from axis lenths This can be converted into a hyperbola by getting the dual conic """ ax = list(1/N.array(axes)*2) #ax[-1] = -1 # Not sure what is going on here... arr = N.diag(ax + [-1]) ...	[ "def", "from_semiaxes", "(", "cls", ",", "axes", ")", ":", "ax", "=", "list", "(", "1", "/", "N", ".", "array", "(", "axes", ")", "*", "2", ")", "#ax[-1] = -1 # Not sure what is going on here...", "arr", "=", "N", ".", "diag", "(", "ax", "+", "[", ...	37.111111	0.011696
def validate(ref_time, ref_freqs, est_time, est_freqs): """Checks that the time and frequency inputs are well-formed. Parameters ---------- ref_time : np.ndarray reference time stamps in seconds ref_freqs : list of np.ndarray reference frequencies in Hz est_time : np.ndarray ...	[ "def", "validate", "(", "ref_time", ",", "ref_freqs", ",", "est_time", ",", "est_freqs", ")", ":", "util", ".", "validate_events", "(", "ref_time", ",", "max_time", "=", "MAX_TIME", ")", "util", ".", "validate_events", "(", "est_time", ",", "max_time", "=", ...	36.555556	0.000592
def generate_value_processor(type_, collectionFormat=None, items=None, **kwargs): """ Create a callable that will take the string value of a header and cast it to the appropriate type. This can involve: - splitting a header of type 'array' by its delimeters. - type casting the internal elements of...	[ "def", "generate_value_processor", "(", "type_", ",", "collectionFormat", "=", "None", ",", "items", "=", "None", ",", "", "", "kwargs", ")", ":", "processors", "=", "[", "]", "if", "is_non_string_iterable", "(", "type_", ")", ":", "assert", "False", ","...	43.403226	0.001453
def gettext(args, *kwargs): """ Return the localized translation of message, based on the language, and locale directory of the domain specified in the translation key (or the current global domain). This function is usually aliased as ``_``. """ key = args[0] key_match = TRANSLATION_KEY_R...	[ "def", "gettext", "(", "", "args", ",", "", "", "kwargs", ")", ":", "key", "=", "args", "[", "0", "]", "key_match", "=", "TRANSLATION_KEY_RE", ".", "match", "(", "key", ")", "translation", "=", "_gettext", "(", "", "args", ",", "", "", "kwarg...	38.076923	0.001972
def rl_marks(x): """ Replace +-, (c), (tm), (r), (p), etc by its typographic eqivalents """ # простые замены, можно без регулярок replacements = ( (u'(r)', u'\u00ae'), # ® (u'(R)', u'\u00ae'), # ® (u'(p)', u'\u00a7'), # § (u'(P)', u'\u00a7'), # § (u'(tm)', u'\...	[ "def", "rl_marks", "(", "x", ")", ":", "# простые замены, можно без регулярок", "replacements", "=", "(", "(", "u'(r)'", ",", "u'\\u00ae'", ")", ",", "# ®", "(", "u'(R)'", ",", "u'\\u00ae'", ")", ",", "# ®", "(", "u'(p)'", ",", "u'\\u00a7'", ")", ",", "# §...	38.533333	0.011814
def _activate_stream(self, idx): '''Randomly select and create a stream. StochasticMux adds mode handling to _activate_stream, making it so that if we're not sampling "with_replacement", the distribution for this chosen streamer is set to 0, causing the streamer not to be available ...	[ "def", "_activate_stream", "(", "self", ",", "idx", ")", ":", "# Get the number of samples for this streamer.", "n_samples_to_stream", "=", "None", "if", "self", ".", "rate", "is", "not", "None", ":", "n_samples_to_stream", "=", "1", "+", "self", ".", "rng", "."...	38.558824	0.001488
def expand_entries(entries, ignore_xs=None): """Turn all Xs which are not ignored in all entries into ``0`` s and ``1`` s. For example:: >>> from rig.routing_table import RoutingTableEntry >>> entries = [ ... RoutingTableEntry(set(), 0b0100, 0xfffffff0 \| 0b1100), # 01XX ...	[ "def", "expand_entries", "(", "entries", ",", "ignore_xs", "=", "None", ")", ":", "# Find the common Xs for the entries", "if", "ignore_xs", "is", "None", ":", "ignore_xs", "=", "get_common_xs", "(", "entries", ")", "# Keep a track of keys that we've seen", "seen_keys",...	39.914634	0.000298
def gts7(Input, flags, output): ''' /* Thermospheric portion of NRLMSISE-00 * See GTD7 for more extensive comments * alt > 72.5 km! */ ''' zn1 = [120.0, 110.0, 100.0, 90.0, 72.5] mn1 = 5 dgtr=1.74533E-2; dr=1.72142E-2; alpha = [-0.38, 0.0, 0.0, 0.0, 0.17, 0.0, -0.38, 0.0, 0.0] ...	[ "def", "gts7", "(", "Input", ",", "flags", ",", "output", ")", ":", "zn1", "=", "[", "120.0", ",", "110.0", ",", "100.0", ",", "90.0", ",", "72.5", "]", "mn1", "=", "5", "dgtr", "=", "1.74533E-2", "dr", "=", "1.72142E-2", "alpha", "=", "[", "-", ...	37.477401	0.055213
def creation_ordered(class_to_decorate): """ Class decorator that ensures that instances will be ordered after creation order when sorted. :type class_to_decorate: class :rtype: class """ next_index = functools.partial(next, itertools.count()) __init__orig = class_to_decorate....	[ "def", "creation_ordered", "(", "class_to_decorate", ")", ":", "next_index", "=", "functools", ".", "partial", "(", "next", ",", "itertools", ".", "count", "(", ")", ")", "__init__orig", "=", "class_to_decorate", ".", "__init__", "@", "functools", ".", "wraps"...	29.785714	0.002323
def radar_xsect(scatterer, h_pol=True): """Radar cross section for the current setup. Args: scatterer: a Scatterer instance. h_pol: If True (default), use horizontal polarization. If False, use vertical polarization. Returns: The radar cross section. """ Z = sca...	[ "def", "radar_xsect", "(", "scatterer", ",", "h_pol", "=", "True", ")", ":", "Z", "=", "scatterer", ".", "get_Z", "(", ")", "if", "h_pol", ":", "return", "2", "", "np", ".", "pi", "", "(", "Z", "[", "0", ",", "0", "]", "-", "Z", "[", "0", ...	27.5	0.019531
def list(self, per_page=None, page=None, status=None, service='facebook'): """ Get a list of Pylon tasks :param per_page: How many tasks to display per page :type per_page: int :param page: Which page of tasks to display :type page: int :param status:...	[ "def", "list", "(", "self", ",", "per_page", "=", "None", ",", "page", "=", "None", ",", "status", "=", "None", ",", "service", "=", "'facebook'", ")", ":", "params", "=", "{", "}", "if", "per_page", "is", "not", "None", ":", "params", "[", "'per_p...	36.62963	0.00197
def incrby(self, fmt, offset, increment, overflow=None): """ Increment a bitfield by a given amount. :param fmt: format-string for the bitfield being updated, e.g. u8 for an unsigned 8-bit integer. :param int offset: offset (in number of bits). :param int increment: ...	[ "def", "incrby", "(", "self", ",", "fmt", ",", "offset", ",", "increment", ",", "overflow", "=", "None", ")", ":", "if", "overflow", "is", "not", "None", "and", "overflow", "!=", "self", ".", "_last_overflow", ":", "self", ".", "_last_overflow", "=", "...	45.368421	0.002273
def run( project: 'projects.Project', step: 'projects.ProjectStep' ) -> dict: """ Runs the markdown file and renders the contents to the notebook display :param project: :param step: :return: A run response dictionary containing """ with open(step.source_path, 'r') ...	[ "def", "run", "(", "project", ":", "'projects.Project'", ",", "step", ":", "'projects.ProjectStep'", ")", "->", "dict", ":", "with", "open", "(", "step", ".", "source_path", ",", "'r'", ")", "as", "f", ":", "code", "=", "f", ".", "read", "(", ")", "t...	24.259259	0.001468
def append_dynamics(self, t, dynamics, canvas=0, separate=False, color='blue'): """! @brief Append several dynamics to canvas or canvases (defined by 'canvas' and 'separate' arguments). @param[in] t (list): Time points that corresponds to dynamic values and considered on a X axis. ...	[ "def", "append_dynamics", "(", "self", ",", "t", ",", "dynamics", ",", "canvas", "=", "0", ",", "separate", "=", "False", ",", "color", "=", "'blue'", ")", ":", "description", "=", "dynamic_descr", "(", "canvas", ",", "t", ",", "dynamics", ",", "separa...	72.111111	0.010646
def resize(att_mat, max_length=None): """Normalize attention matrices and reshape as necessary.""" for i, att in enumerate(att_mat): # Add extra batch dim for viz code to work. if att.ndim == 3: att = np.expand_dims(att, axis=0) if max_length is not None: # Sum across different attention val...	[ "def", "resize", "(", "att_mat", ",", "max_length", "=", "None", ")", ":", "for", "i", ",", "att", "in", "enumerate", "(", "att_mat", ")", ":", "# Add extra batch dim for viz code to work.", "if", "att", ".", "ndim", "==", "3", ":", "att", "=", "np", "."...	36.214286	0.019231
def dvcircdR(self,R,phi=None): """ NAME: dvcircdR PURPOSE: calculate the derivative of the circular velocity at R wrt R in this potential INPUT: R - Galactocentric radius (can be Quantity) ...	[ "def", "dvcircdR", "(", "self", ",", "R", ",", "phi", "=", "None", ")", ":", "return", "0.5", "", "(", "-", "self", ".", "Rforce", "(", "R", ",", "0.", ",", "phi", "=", "phi", ",", "use_physical", "=", "False", ")", "+", "R", "", "self", "....	26.6875	0.031638
def make_router(): """Return a WSGI application that searches requests to controllers """ global router routings = [ ('GET', '^/$', index), ('GET', '^/api/?$', index), ('POST', '^/api/1/calculate/?$', calculate.api1_calculate), ('GET', '^/api/2/entities/?$', entities.api2_ent...	[ "def", "make_router", "(", ")", ":", "global", "router", "routings", "=", "[", "(", "'GET'", ",", "'^/$'", ",", "index", ")", ",", "(", "'GET'", ",", "'^/api/?$'", ",", "index", ")", ",", "(", "'POST'", ",", "'^/api/1/calculate/?$'", ",", "calculate", ...	50.105263	0.002062
def pretty_print(d, ind='', verbosity=0): """Pretty print a data dictionary from the bridge client """ assert isinstance(d, dict) for k, v in sorted(d.items()): str_base = '{} - [{}] {}'.format(ind, type(v).__name__, k) if isinstance(v, dict): print(str_base.replace('-', '+'...	[ "def", "pretty_print", "(", "d", ",", "ind", "=", "''", ",", "verbosity", "=", "0", ")", ":", "assert", "isinstance", "(", "d", ",", "dict", ")", "for", "k", ",", "v", "in", "sorted", "(", "d", ".", "items", "(", ")", ")", ":", "str_base", "=",...	39.961538	0.00094
def cmd_hasher(f, algorithm): """Compute various hashes for the input data, that can be a file or a stream. Example: \b $ habu.hasher README.rst md5 992a833cd162047daaa6a236b8ac15ae README.rst ripemd160 0566f9141e65e57cae93e0e3b70d1d8c2ccb0623 README.rst sha1 d7dbfd2c5e...	[ "def", "cmd_hasher", "(", "f", ",", "algorithm", ")", ":", "data", "=", "f", ".", "read", "(", ")", "if", "not", "data", ":", "print", "(", "\"Empty file or string!\"", ")", "return", "1", "if", "algorithm", ":", "print", "(", "hasher", "(", "data", ...	31.878788	0.001845
def get_identities(self, identity=None, attrs=None): """ Get identities matching name and attrs of the user, as a list :param: zobjects.Identity or identity name (string) :param: attrs dict of attributes to return only identities matching :returns: list of zobjects.Identity ...	[ "def", "get_identities", "(", "self", ",", "identity", "=", "None", ",", "attrs", "=", "None", ")", ":", "resp", "=", "self", ".", "request", "(", "'GetIdentities'", ")", "if", "'identity'", "in", "resp", ":", "identities", "=", "resp", "[", "'identity'"...	39.631579	0.001296
def add_operator(self, operator): """Add an ``Operator`` to the ``Expression``. The ``Operator`` may result in a new ``Expression`` if an ``Operator`` already exists and is of a different precedence. There are three possibilities when adding an ``Operator`` to an ``Expression``...	[ "def", "add_operator", "(", "self", ",", "operator", ")", ":", "if", "not", "isinstance", "(", "operator", ",", "Operator", ")", ":", "raise", "FiqlObjectException", "(", "\"%s is not a valid element type\"", "%", "(", "operator", ".", "__class__", ")", ")", "...	44.795918	0.001337
def get_git_changeset(): """Returns a numeric identifier of the latest git changeset. The result is the UTC timestamp of the changeset in YYYYMMDDHHMMSS format. This value isn't guaranteed to be unique, but collisions are very unlikely, so it's sufficient for generating the development version numbers....	[ "def", "get_git_changeset", "(", ")", ":", "repo_dir", "=", "os", ".", "path", ".", "dirname", "(", "os", ".", "path", ".", "abspath", "(", "__file__", ")", ")", "git_log", "=", "subprocess", ".", "Popen", "(", "'git log --pretty=format:%ct --quiet -1 HEAD'", ...	48.411765	0.002384
def post_event(api_key=None, app_key=None, title=None, text=None, date_happened=None, priority=None, host=None, tags=None, alert_type=None, aggregation_key=None, source_t...	[ "def", "post_event", "(", "api_key", "=", "None", ",", "app_key", "=", "None", ",", "title", "=", "None", ",", "text", "=", "None", ",", "date_happened", "=", "None", ",", "priority", "=", "None", ",", "host", "=", "None", ",", "tags", "=", "None", ...	40.195122	0.000888
def __init(self): """ initializes the service """ params = { "f" : "json", } json_dict = self._get(self._url, params, securityHandler=self._securityHandler, proxy_port=self._proxy_port, ...	[ "def", "__init", "(", "self", ")", ":", "params", "=", "{", "\"f\"", ":", "\"json\"", ",", "}", "json_dict", "=", "self", ".", "_get", "(", "self", ".", "_url", ",", "params", ",", "securityHandler", "=", "self", ".", "_securityHandler", ",", "proxy_po...	39.333333	0.012422
def info(self, message, args, kwargs): """More important level : default for print and save """ self._log(logging.INFO, message, args, **kwargs)	[ "def", "info", "(", "self", ",", "message", ",", "", "args", ",", "", "", "kwargs", ")", ":", "self", ".", "_log", "(", "logging", ".", "INFO", ",", "message", ",", "", "args", ",", "", "", "kwargs", ")" ]	42.25	0.011628
def haversine_distance(origin, destination): """ Calculate the Haversine distance. Parameters ---------- origin : tuple of float (lat, long) destination : tuple of float (lat, long) Returns ------- distance_in_km : float Examples -------- >>> munich = (...	[ "def", "haversine_distance", "(", "origin", ",", "destination", ")", ":", "lat1", ",", "lon1", "=", "origin", "lat2", ",", "lon2", "=", "destination", "if", "not", "(", "-", "90.0", "<=", "lat1", "<=", "90", ")", ":", "raise", "ValueError", "(", "'lat1...	30.46	0.000636

def update_opdocs(self, checksum, opdocs, revision=None): """ Modifies the internal state based a change to the content and returns the sets of words added and removed. :Parameters: checksum : `hashable` A checksum generated from the text of a revision ...

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40.925926

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def get_default_mapping(self, z, cmapper): """Create dictionary containing default ColumnDataSource glyph to data mappings. """ map_annular = dict(x=self.max_radius, y=self.max_radius, inner_radius="inner_radius", outer_radius="oute...

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def _route(self, attr, args, kwargs, **fkwargs): """ Perform routing and return db_nums """ return self.cluster.hosts.keys()

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def _make_policies(self): """ Convert the 'scalingPolicies' dictionary into AutoScalePolicy objects. """ self.policies = [AutoScalePolicy(self.manager, dct, self) for dct in self.scalingPolicies]

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39.666667

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def _roots_to_targets(self, build_graph, target_roots): """Populate the BuildGraph and target list from a set of input TargetRoots.""" with self._run_tracker.new_workunit(name='parse', labels=[WorkUnitLabel.SETUP]): return [ build_graph.get_target(address) for address in build_grap...

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46.75

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def getipmacarp(self): """ Function operates on the IMCDev object and updates the ipmacarp attribute :return: """ self.ipmacarp = get_ip_mac_arp_list(self.auth, self.url, devid = self.devid)

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37.5

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def check_class(self, id_, class_, lineno, scope=None, show_error=True): """ Check the id is either undefined or defined with the given class. - If the identifier (e.g. variable) does not exists means it's undeclared, and returns True (OK). - If the identifier exists, but its cl...

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36.8125

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def can_run_c_extension(name=None): """ Determine whether the given Python C extension loads correctly. If ``name`` is ``None``, tests all Python C extensions, and return ``True`` if and only if all load correctly. :param string name: the name of the Python C extension to test :rtype: bool ...

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27.283019

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def create_oqhazardlib_source(self, tom, mesh_spacing, use_defaults=False): """ Returns an instance of the :class: `openquake.hazardlib.source.simple_fault.SimpleFaultSource` :param tom: Temporal occurrance model :param float mesh_spacing: Mesh spacing ...

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def add_to_hash(self, filename, hasher): """Contribute `filename`'s data to the Md5Hash `hasher`.""" hasher.update(self.executed_lines(filename)) hasher.update(self.executed_arcs(filename))

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def template(page=None, layout=None, **kwargs): """ Decorator to change the view template and layout. It works on both View class and view methods on class only $layout is applied, everything else will be passed to the kwargs Using as first argument, it will be the layout. :fi...

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33.09375

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def filter_create(self, phrase, context, irreversible = False, whole_word = True, expires_in = None): """ Creates a new keyword filter. `phrase` is the phrase that should be filtered out, `context` specifies from where to filter the keywords. Valid contexts are 'home', 'notifications', '...

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def get_dual_rmetric( self, invert_h = False, mode_inv = 'svd' ): """ Compute the dual Riemannian Metric This is not satisfactory, because if mdimG<mdimY the shape of H will not be the same as the shape of G. TODO(maybe): return a (copied) smaller H with only the rows and columns...

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46

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def _load(db_data, db): """ Load :class:`mongomock.database.Database` from dict data. """ if db.name != db_data["name"]: raise ValueError("dbname doesn't matches! Maybe wrong database data.") db.__init__(client=db._client, name=db.name) for col_name, col_data in iteritems(db_data["_coll...

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35.6

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def _upload_resumable_all(self, upload_info, bitmap, number_of_units, unit_size): """Prepare and upload all resumable units and return upload_key upload_info -- UploadInfo object bitmap -- bitmap node of upload/check number_of_units -- number of units reque...

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def debug_inspect_node(self, node_msindex): """ Get info about the node. See pycut.inspect_node() for details. Processing is done in temporary shape. :param node_seed: :return: node_unariesalt, node_neighboor_edges_and_weights, node_neighboor_seeds """ return ins...

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def point_in_prism(tri1, tri2, pt): ''' point_in_prism(tri1, tri2, pt) yields True if the given point is inside the prism that stretches between triangle 1 and triangle 2. Will automatically thread over extended dimensions. If multiple triangles are given, then the vertices must be an earlier dimens...

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61.5

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def smeft_toarray(wc_name, wc_dict): """Construct a numpy array with Wilson coefficient values from a dictionary of label-value pairs corresponding to the non-redundant elements.""" shape = smeftutil.C_keys_shape[wc_name] C = np.zeros(shape, dtype=complex) for k, v in wc_dict.items(): if...

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40.571429

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def validate(bbllines:iter, *, profiling=False): """Yield lines of warnings and errors about input bbl lines. profiling -- yield also info lines about input bbl file. If bbllines is a valid file name, it will be read. Else, it should be an iterable of bubble file lines. """ if isinstance(bbll...

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43.466667

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def get_total_ram(): """The total amount of system RAM in bytes. This is what is reported by the OS, and may be overcommitted when there are multiple containers hosted on the same machine. """ with open('/proc/meminfo', 'r') as f: for line in f.readlines(): if line: ...

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38.5

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def _to_point(dims): """Convert (width, height) or size -> point.Point.""" assert dims if isinstance(dims, (tuple, list)): if len(dims) != 2: raise ValueError( "A two element tuple or list is expected here, got {}.".format(dims)) else: width = int(dims[0]) height = int(dims[1]...

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29.5

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def _Rforce(self,R,z,phi=0.,t=0.): """ NAME: _Rforce PURPOSE: evaluate the radial force for this potential INPUT: R - Galactocentric cylindrical radius z - vertical height phi - azimuth t - time OUTPUT: ...

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25.5

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def FixmatFactory(fixmatfile, categories = None, var_name = 'fixmat', field_name='x'): """ Loads a single fixmat (fixmatfile). Parameters: fixmatfile : string The matlab fixmat that should be loaded. categories : instance of stimuli.Categories, optional Links dat...

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35.465116

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def ignore_path(path, ignore_list=None, whitelist=None): """ Returns a boolean indicating if a path should be ignored given an ignore_list and a whitelist of glob patterns. """ if ignore_list is None: return True should_ignore = matches_glob_list(path, ignore_list) if whitelist is N...

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31.538462

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def trigger(self, source): """ Triggers all actions meant to trigger on the board state from `source`. """ actions = self.evaluate(source) if actions: if not hasattr(actions, "__iter__"): actions = (actions, ) source.game.trigger_actions(source, actions)

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29.555556

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def plot_vectors(self, arrows=True): """ Plot vectors of positional transition of LISA values within quadrant in scatterplot in a polar plot. Parameters ---------- ax : Matplotlib Axes instance, optional If given, the figure will be created inside this axis. ...

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32.793103

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def get_settings_from_client(client): """Pull out settings from a SoftLayer.BaseClient instance. :param client: SoftLayer.BaseClient instance """ settings = { 'username': '', 'api_key': '', 'timeout': '', 'endpoint_url': '', } try: settings['username'] = ...

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25.44

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def _init(): """Dynamically import engines that initialize successfully.""" import importlib import os import re filenames = os.listdir(os.path.dirname(__file__)) module_names = set() for filename in filenames: match = re.match(r'^(?P<name>[A-Z_a-z]\w*)\.py[co]?$', filename) ...

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28.864865

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def displayEmptyInputWarningBox(display=True, parent=None): """ Displays a warning box for the 'input' parameter. """ if sys.version_info[0] >= 3: from tkinter.messagebox import showwarning else: from tkMessageBox import showwarning if display: msg = 'No valid input files fo...

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def _check_directory_arguments(self): """ Validates arguments for loading from directories, including static image and time series directories. """ if not os.path.isdir(self.datapath): raise (NotADirectoryError('Directory does not exist: %s' % self.datapath)) if self....

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def remove_invalid_fields(self, queryset, fields, view): """Remove invalid fields from an ordering. Overwrites the DRF default remove_invalid_fields method to return both the valid orderings and any invalid orderings. """ valid_orderings = [] invalid_orderings = [] ...

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def is_null(*symbols): """ True if no nodes or all the given nodes are either None, NOP or empty blocks. For blocks this applies recursively """ from symbols.symbol_ import Symbol for sym in symbols: if sym is None: continue if not isinstance(sym, Symbol): re...

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def get_renderer(app, id): """Retrieve a renderer. :param app: :class:`~flask.Flask` application to look ``id`` up on :param id: Internal renderer id-string to look up """ renderer = app.extensions.get('nav_renderers', {})[id] if isinstance(renderer, tuple): mod_name, cls_name = render...

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def append_if_local_or_in_imports(self, definition): """Add definition to list. Handles local definitions and adds to project_definitions. """ if isinstance(definition, LocalModuleDefinition): self.definitions.append(definition) elif self.import_names == ["*"]: ...

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def deepupdate( mapping: abc.MutableMapping, other: abc.Mapping, listextend=False ): """update one dictionary from another recursively. Only individual values will be overwritten--not entire branches of nested dictionaries. """ def inner(other, previouskeys): """previouskeys is a tuple ...

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def main(): """Start the bot.""" # Bale Bot Authorization Token updater = Updater("TOKEN") # Get the dispatcher to register handlers dp = updater.dispatcher # on different commands - answer in Bale dp.add_handler(CommandHandler("start", start)) dp.add_handler(CommandHandler("help", hel...

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def setParts( self, parts ): """ Sets the path for this edit widget by providing the parts to the path. :param parts | [<str>, ..] """ self.setText(self.separator().join(map(str, parts)))

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def printDeadCells(self): """ Print statistics for the dead cells """ columnCasualties = numpy.zeros(self.numberOfColumns()) for cell in self.deadCells: col = self.columnForCell(cell) columnCasualties[col] += 1 for col in range(self.numberOfColumns()): print col, columnCasualti...

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def scan_file(fullpath, relpath, assign_id): """ scan a file and put it into the index """ # pylint: disable=too-many-branches,too-many-statements,too-many-locals # Since a file has changed, the lrucache is invalid. load_message.cache_clear() try: entry = load_message(fullpath) except ...

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def get_route_to(self, destination="", protocol=""): """ Only IPv4 supported, vrf aware, longer_prefixes parameter ready """ longer_pref = "" # longer_prefixes support, for future use vrf = "" ip_version = None try: ip_version = IPNetwork(destination...

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def load_state_dict(self, state_dict: Dict[str, Any]) -> None: """ Load the schedulers state. Parameters ---------- state_dict : ``Dict[str, Any]`` Scheduler state. Should be an object returned from a call to ``state_dict``. """ self.__dict__.update(s...

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def _read_from_paths(): """ Try to read data from configuration paths ($HOME/_SETTINGS_PATH, /etc/_SETTINGS_PATH). """ home = os.environ.get("HOME", "") home_path = os.path.join(home, _SETTINGS_PATH) etc_path = os.path.join("/etc", _SETTINGS_PATH) env_path = os.environ.get("SETTINGS_PATH...

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def A(*a): """convert iterable object into numpy array""" return np.array(a[0]) if len(a)==1 else [np.array(o) for o in a]

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def _gl_look_at(self, pos, target, up): """ The standard lookAt method :param pos: current position :param target: target position to look at :param up: direction up """ z = vector.normalise(pos - target) x = vector.normalise(vector3.cross(vector.normalis...

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def write(self, ostream, kmip_version=enums.KMIPVersion.KMIP_1_0): """ Write the data encoding the Digest object to a stream. Args: ostream (Stream): A data stream in which to encode object data, supporting a write method; usually a BytearrayStream object. ...

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def get_key(raw=False): """ Gets a single key from stdin """ file_descriptor = stdin.fileno() state = tcgetattr(file_descriptor) chars = [] try: setraw(stdin.fileno()) for i in range(3): char = stdin.read(1) ordinal = ord(char) chars.append(cha...

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def make_view(robot): """ 为一个 BaseRoBot 生成 Bottle view。 Usage :: from werobot import WeRoBot robot = WeRoBot(token='token') @robot.handler def hello(message): return 'Hello World!' from bottle import Bottle from werobot.contrib.bottle import ...

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def delete(self, **context): """ Removes this record from the database. If the dryRun \ flag is specified then the command will be logged and \ not executed. :note From version 0.6.0 on, this method now accepts a mutable keyword dictionary of values. ...

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def find_common_root(elements): """ Find root which is common for all `elements`. Args: elements (list): List of double-linked HTMLElement objects. Returns: list: Vector of HTMLElement containing path to common root. """ if not elements: raise UserWarning("Can't find co...

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def dependency_to_rpm(dep, runtime): """Converts a dependency got by pkg_resources.Requirement.parse() to RPM format. Args: dep - a dependency retrieved by pkg_resources.Requirement.parse() runtime - whether the returned dependency should be runtime (True) or build time (False) R...

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def execute_nonstop_tasks(self, tasks_cls): """ Just a wrapper to the execute_batch_tasks method """ self.execute_batch_tasks(tasks_cls, self.conf['sortinghat']['sleep_for'], self.conf['general']['min_update_delay'], F...

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def user_data(self, access_token, *args, **kwargs): """Loads user data from service""" return self.get_json(self.USER_INFO_URL, method="POST", headers=self._get_headers(access_token))

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def run_initialization_experiment(seed, num_neurons = 50, dim = 40, num_bins = 10, num_samples = 50*600, neuron_size = 10000, ...

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def poisson(grid, spacing=None, dtype=float, format=None, type='FD'): """Return a sparse matrix for the N-dimensional Poisson problem. The matrix represents a finite Difference approximation to the Poisson problem on a regular n-dimensional grid with unit grid spacing and Dirichlet boundary conditions....

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def summarize_video_metrics(hook_args): """Computes video metrics summaries using the decoder output.""" problem_name = hook_args.problem.name current_problem = hook_args.problem hparams = hook_args.hparams output_dirs = hook_args.output_dirs predictions = hook_args.predictions frame_shape = [ curre...

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def parallel_runners(name, runners, **kwargs): # pylint: disable=unused-argument ''' Executes multiple runner modules on the master in parallel. .. versionadded:: 2017.x.0 (Nitrogen) A separate thread is spawned for each runner. This state is intended to be used with the orchestrate runner in pla...

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def save(sources, targets, masked=False): """ Save the numeric results of each source into its corresponding target. Parameters ---------- sources: list The list of source arrays for saving from; limited to length 1. targets: list The list of target arrays for saving to; limited...

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def get_season_code_from_name(self, season_name) -> int: """ Args: season_name: season name Returns: season code """ self.validator_season_name.validate(season_name, 'get_season_code_from_name') return self.seasons_enum[season_name]

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def check_arguments(c: typing.Callable, hints: typing.Mapping[str, typing.Optional[type]], *args, **kwargs) -> None: """Check arguments type, raise :class:`TypeError` if argument type is not expected type. :param c: callable object want to check types :param hint...

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def _reconnect(self, errorState): """ Attempt to reconnect. If the current back-off delay is 0, L{connect} is called. Otherwise, it will cause a transition to the C{'waiting'} state, ultimately causing a call to L{connect} when the delay expires. """ def connect(...

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def read_dictionary_file(dictionary_path): """Return all words in dictionary file as set.""" try: return _user_dictionary_cache[dictionary_path] except KeyError: if dictionary_path and os.path.exists(dictionary_path): with open(dictionary_path, "rt") as dict_f: wo...

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def resize(image, x, y, stretch=False, top=None, left=None, mode='RGB', resample=None): """Return an image resized.""" if x <= 0: raise ValueError('x must be greater than zero') if y <= 0: raise ValueError('y must be greater than zero') from PIL import Image resample = I...

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def p_expr_shl_expr(p): """ expr : expr SHL expr """ if p[1] is None or p[3] is None: p[0] = None return if p[1].type_ in (TYPE.float_, TYPE.fixed): p[1] = make_typecast(TYPE.ulong, p[1], p.lineno(2)) p[0] = make_binary(p.lineno(2), 'SHL', p[1], make_...

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def render(self): """Render this page and return the rendition. Converts the markdown content to html, and then renders the (mako) template specified in the config, using that html. The task of writing of the rendition to a real file is responsibility of the generate method. ...

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def voronoi_neighbors_from_pixels_and_ridge_points(pixels, ridge_points): """Compute the neighbors of every pixel as a list of the pixel index's each pixel shares a vertex with. The ridge points of the Voronoi grid are used to derive this. Parameters ---------- ridge_points : scipy.spatial.Voronoi...

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def format_hyperlink( val, hlx, hxl, xhl ): """ Formats an html hyperlink into other forms. @hlx, hxl, xhl: values returned by set_output_format """ if '<a href="' in str(val) and hlx != '<a href="': val = val.replace('<a href="', hlx).replace('">', hxl, 1).replace('</a>', xhl) return...

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def fit_apply(fit_result,vec_array): '''fit_apply(fir_result,vec_array) -> vec_array Applies a fit result to an array of vectors ''' return map( lambda x,t1=fit_result[0],mt2=negate(fit_result[1]), m=fit_result[2]: add(t1,transform(m,add(mt2,x))),vec_array)

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def visualRect(self, index): """The rectangle for the bounds of the item at *index*. :qtdoc:`Re-implemented<QAbstractItemView.visualRect>` :param index: index for the rect you want :type index: :qtdoc:`QModelIndex` :returns: :qtdoc:`QRect` -- rectangle of the borders of the item ...

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def graph_impl(self, run, tag, is_conceptual, limit_attr_size=None, large_attrs_key=None): """Result of the form `(body, mime_type)`, or `None` if no graph exists.""" if is_conceptual: tensor_events = self._multiplexer.Tensors(run, tag) # Take the first event if there are multiple events written fro...

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def readin_rho(filename, rhofile=True, aniso=False): """Read in the values of the resistivity in Ohmm. The format is variable: rho-file or mag-file. """ if aniso: a = [[0, 1, 2], [2, 3, 4]] else: a = [0, 2] if rhofile: if filename is None: filename = 'rho/rho....

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def plot_world(world, **kwargs): """ Addes a heat-map representing the data in world (an EnvironmentFile object) to the current plot. kwargs: palette - a seaborn palette (list of RGB values) indicating how to color values. Will be converted to a continuous ...

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def list_chunks(l, n): """ Return a list of chunks :param l: List :param n: int The number of items per chunk :return: List """ if n < 1: n = 1 return [l[i:i + n] for i in range(0, len(l), n)]

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def update(self, a, b, c, d): """ Update contingency table with new values without creating a new object. """ self.table.ravel()[:] = [a, b, c, d] self.N = self.table.sum()

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def check_auth(self, all_credentials): """Update this socket's authentication. Log in or out to bring this socket's credentials up to date with those provided. Can raise ConnectionFailure or OperationFailure. :Parameters: - `all_credentials`: dict, maps auth source to MongoCr...

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def from_semiaxes(cls,axes): """ Get axis-aligned elliptical conic from axis lenths This can be converted into a hyperbola by getting the dual conic """ ax = list(1/N.array(axes)**2) #ax[-1] *= -1 # Not sure what is going on here... arr = N.diag(ax + [-1]) ...

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def validate(ref_time, ref_freqs, est_time, est_freqs): """Checks that the time and frequency inputs are well-formed. Parameters ---------- ref_time : np.ndarray reference time stamps in seconds ref_freqs : list of np.ndarray reference frequencies in Hz est_time : np.ndarray ...

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def generate_value_processor(type_, collectionFormat=None, items=None, **kwargs): """ Create a callable that will take the string value of a header and cast it to the appropriate type. This can involve: - splitting a header of type 'array' by its delimeters. - type casting the internal elements of...

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def gettext(*args, **kwargs): """ Return the localized translation of message, based on the language, and locale directory of the domain specified in the translation key (or the current global domain). This function is usually aliased as ``_``. """ key = args[0] key_match = TRANSLATION_KEY_R...

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def rl_marks(x): """ Replace +-, (c), (tm), (r), (p), etc by its typographic eqivalents """ # простые замены, можно без регулярок replacements = ( (u'(r)', u'\u00ae'), # ® (u'(R)', u'\u00ae'), # ® (u'(p)', u'\u00a7'), # § (u'(P)', u'\u00a7'), # § (u'(tm)', u'\...

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def _activate_stream(self, idx): '''Randomly select and create a stream. StochasticMux adds mode handling to _activate_stream, making it so that if we're not sampling "with_replacement", the distribution for this chosen streamer is set to 0, causing the streamer not to be available ...

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def expand_entries(entries, ignore_xs=None): """Turn all Xs which are not ignored in all entries into ``0`` s and ``1`` s. For example:: >>> from rig.routing_table import RoutingTableEntry >>> entries = [ ... RoutingTableEntry(set(), 0b0100, 0xfffffff0 | 0b1100), # 01XX ...

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def gts7(Input, flags, output): ''' /* Thermospheric portion of NRLMSISE-00 * See GTD7 for more extensive comments * alt > 72.5 km! */ ''' zn1 = [120.0, 110.0, 100.0, 90.0, 72.5] mn1 = 5 dgtr=1.74533E-2; dr=1.72142E-2; alpha = [-0.38, 0.0, 0.0, 0.0, 0.17, 0.0, -0.38, 0.0, 0.0] ...

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def creation_ordered(class_to_decorate): """ Class decorator that ensures that instances will be ordered after creation order when sorted. :type class_to_decorate: class :rtype: class """ next_index = functools.partial(next, itertools.count()) __init__orig = class_to_decorate....

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def radar_xsect(scatterer, h_pol=True): """Radar cross section for the current setup. Args: scatterer: a Scatterer instance. h_pol: If True (default), use horizontal polarization. If False, use vertical polarization. Returns: The radar cross section. """ Z = sca...

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def list(self, per_page=None, page=None, status=None, service='facebook'): """ Get a list of Pylon tasks :param per_page: How many tasks to display per page :type per_page: int :param page: Which page of tasks to display :type page: int :param status:...

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def incrby(self, fmt, offset, increment, overflow=None): """ Increment a bitfield by a given amount. :param fmt: format-string for the bitfield being updated, e.g. u8 for an unsigned 8-bit integer. :param int offset: offset (in number of bits). :param int increment: ...

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def run( project: 'projects.Project', step: 'projects.ProjectStep' ) -> dict: """ Runs the markdown file and renders the contents to the notebook display :param project: :param step: :return: A run response dictionary containing """ with open(step.source_path, 'r') ...

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def append_dynamics(self, t, dynamics, canvas=0, separate=False, color='blue'): """! @brief Append several dynamics to canvas or canvases (defined by 'canvas' and 'separate' arguments). @param[in] t (list): Time points that corresponds to dynamic values and considered on a X axis. ...

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def resize(att_mat, max_length=None): """Normalize attention matrices and reshape as necessary.""" for i, att in enumerate(att_mat): # Add extra batch dim for viz code to work. if att.ndim == 3: att = np.expand_dims(att, axis=0) if max_length is not None: # Sum across different attention val...

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def dvcircdR(self,R,phi=None): """ NAME: dvcircdR PURPOSE: calculate the derivative of the circular velocity at R wrt R in this potential INPUT: R - Galactocentric radius (can be Quantity) ...

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def make_router(): """Return a WSGI application that searches requests to controllers """ global router routings = [ ('GET', '^/$', index), ('GET', '^/api/?$', index), ('POST', '^/api/1/calculate/?$', calculate.api1_calculate), ('GET', '^/api/2/entities/?$', entities.api2_ent...

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def pretty_print(d, ind='', verbosity=0): """Pretty print a data dictionary from the bridge client """ assert isinstance(d, dict) for k, v in sorted(d.items()): str_base = '{} - [{}] {}'.format(ind, type(v).__name__, k) if isinstance(v, dict): print(str_base.replace('-', '+'...

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def cmd_hasher(f, algorithm): """Compute various hashes for the input data, that can be a file or a stream. Example: \b $ habu.hasher README.rst md5 992a833cd162047daaa6a236b8ac15ae README.rst ripemd160 0566f9141e65e57cae93e0e3b70d1d8c2ccb0623 README.rst sha1 d7dbfd2c5e...

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31.878788

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def get_identities(self, identity=None, attrs=None): """ Get identities matching name and attrs of the user, as a list :param: zobjects.Identity or identity name (string) :param: attrs dict of attributes to return only identities matching :returns: list of zobjects.Identity ...

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39.631579

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def add_operator(self, operator): """Add an ``Operator`` to the ``Expression``. The ``Operator`` may result in a new ``Expression`` if an ``Operator`` already exists and is of a different precedence. There are three possibilities when adding an ``Operator`` to an ``Expression``...

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def get_git_changeset(): """Returns a numeric identifier of the latest git changeset. The result is the UTC timestamp of the changeset in YYYYMMDDHHMMSS format. This value isn't guaranteed to be unique, but collisions are very unlikely, so it's sufficient for generating the development version numbers....

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def post_event(api_key=None, app_key=None, title=None, text=None, date_happened=None, priority=None, host=None, tags=None, alert_type=None, aggregation_key=None, source_t...

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def __init(self): """ initializes the service """ params = { "f" : "json", } json_dict = self._get(self._url, params, securityHandler=self._securityHandler, proxy_port=self._proxy_port, ...

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def info(self, message, *args, **kwargs): """More important level : default for print and save """ self._log(logging.INFO, message, *args, **kwargs)

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42.25

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def haversine_distance(origin, destination): """ Calculate the Haversine distance. Parameters ---------- origin : tuple of float (lat, long) destination : tuple of float (lat, long) Returns ------- distance_in_km : float Examples -------- >>> munich = (...

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