kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def get_replication_group_imbalance_stats(rgs, partitions): """Calculate extra replica count replica count over each replication-group and net extra-same-replica count. """ tot_rgs = len(rgs) extra_replica_cnt_per_rg = defaultdict(int) for partition in partitions: # Get optimal replica-c...	[ "def", "get_replication_group_imbalance_stats", "(", "rgs", ",", "partitions", ")", ":", "tot_rgs", "=", "len", "(", "rgs", ")", "extra_replica_cnt_per_rg", "=", "defaultdict", "(", "int", ")", "for", "partition", "in", "partitions", ":", "# Get optimal replica-coun...	41.2	13.72
def getLogger(name): """Return a logger from a given name. If the name does not have a log handler, this will create one for it based on the module name which will log everything to a log file in a location the executing user will have access to. :param name: ``str`` :return: ``object`` ""...	[ "def", "getLogger", "(", "name", ")", ":", "log", "=", "logging", ".", "getLogger", "(", "name", "=", "name", ")", "for", "handler", "in", "log", ".", "handlers", ":", "if", "name", "==", "handler", ".", "name", ":", "return", "log", "else", ":", "...	31.875	18.875
def get_array(array, **kw): """ Extract a subarray by filtering on the given keyword arguments """ for name, value in kw.items(): array = array[array[name] == value] return array	[ "def", "get_array", "(", "array", ",", "", "", "kw", ")", ":", "for", "name", ",", "value", "in", "kw", ".", "items", "(", ")", ":", "array", "=", "array", "[", "array", "[", "name", "]", "==", "value", "]", "return", "array" ]	28.571429	10.285714
def populate(self, metamodel): ''' Populate a metamodel with entities previously encountered from input. ''' self.populate_classes(metamodel) self.populate_unique_identifiers(metamodel) self.populate_associations(metamodel) self.populate_instances(metamodel) ...	[ "def", "populate", "(", "self", ",", "metamodel", ")", ":", "self", ".", "populate_classes", "(", "metamodel", ")", "self", ".", "populate_unique_identifiers", "(", "metamodel", ")", "self", ".", "populate_associations", "(", "metamodel", ")", "self", ".", "po...	39.222222	14.333333
def faces_sparse(self): """ A sparse matrix representation of the faces. Returns ---------- sparse : scipy.sparse.coo_matrix Has properties: dtype : bool shape : (len(self.vertices), len(self.faces)) """ sparse = geometry.index_spars...	[ "def", "faces_sparse", "(", "self", ")", ":", "sparse", "=", "geometry", ".", "index_sparse", "(", "column_count", "=", "len", "(", "self", ".", "vertices", ")", ",", "indices", "=", "self", ".", "faces", ")", "return", "sparse" ]	27.133333	13.133333
def delete_rrset(self, zone_name, rtype, owner_name): """Deletes an RRSet. Arguments: zone_name -- The zone containing the RRSet to be deleted. The trailing dot is optional. rtype -- The type of the RRSet. This can be numeric (1) or if a well-known name is defined for...	[ "def", "delete_rrset", "(", "self", ",", "zone_name", ",", "rtype", ",", "owner_name", ")", ":", "return", "self", ".", "rest_api_connection", ".", "delete", "(", "\"/v1/zones/\"", "+", "zone_name", "+", "\"/rrsets/\"", "+", "rtype", "+", "\"/\"", "+", "owne...	56.923077	35.769231
def add_route(self, template, controller, **kwargs): """ Add a route definition `controller` can be either a controller instance, or the name of a callable that will be imported. """ if isinstance(controller, basestring): controller = pymagic.import_name(cont...	[ "def", "add_route", "(", "self", ",", "template", ",", "controller", ",", "", "", "kwargs", ")", ":", "if", "isinstance", "(", "controller", ",", "basestring", ")", ":", "controller", "=", "pymagic", ".", "import_name", "(", "controller", ")", "self", ...	34.583333	21
def batch_predict( self, name, input_config, output_config, params=None, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None, ): """ Perform a batch prediction. Unlike the online...	[ "def", "batch_predict", "(", "self", ",", "name", ",", "input_config", ",", "output_config", ",", "params", "=", "None", ",", "retry", "=", "google", ".", "api_core", ".", "gapic_v1", ".", "method", ".", "DEFAULT", ",", "timeout", "=", "google", ".", "ap...	49.133803	28.373239
def do_b(self, line): """Send the Master a BinaryInput (group 2) value. Command syntax is: 'b index true' or 'b index false'""" index, value_string = self.index_and_value_from_line(line) if index and value_string: if value_string.lower() == 'true' or value_string.lower() == 'false': ...	[ "def", "do_b", "(", "self", ",", "line", ")", ":", "index", ",", "value_string", "=", "self", ".", "index_and_value_from_line", "(", "line", ")", "if", "index", "and", "value_string", ":", "if", "value_string", ".", "lower", "(", ")", "==", "'true'", "or...	62.5	25.375
def native(self): """ The native Python datatype representation of this value :return: A datetime.datetime object in the UTC timezone or None """ if self.contents is None: return None if self._native is None: string = str_cls(self) ...	[ "def", "native", "(", "self", ")", ":", "if", "self", ".", "contents", "is", "None", ":", "return", "None", "if", "self", ".", "_native", "is", "None", ":", "string", "=", "str_cls", "(", "self", ")", "has_timezone", "=", "re", ".", "search", "(", ...	32.368421	19.842105
def _build_conflict_target(self): """Builds the `conflict_target` for the ON CONFLICT clause.""" conflict_target = [] if not isinstance(self.query.conflict_target, list): raise SuspiciousOperation(( '%s is not a valid conflict target, specify ' ...	[ "def", "_build_conflict_target", "(", "self", ")", ":", "conflict_target", "=", "[", "]", "if", "not", "isinstance", "(", "self", ".", "query", ".", "conflict_target", ",", "list", ")", ":", "raise", "SuspiciousOperation", "(", "(", "'%s is not a valid conflict ...	35.55	15.675
def seconds_until_renew(self): """ Returns the number of seconds between the current time and the set renew time. It can be negative if the leader election is running late. """ delta = self.renew_time - datetime.now(self.renew_time.tzinfo) return delta.total_secon...	[ "def", "seconds_until_renew", "(", "self", ")", ":", "delta", "=", "self", ".", "renew_time", "-", "datetime", ".", "now", "(", "self", ".", "renew_time", ".", "tzinfo", ")", "return", "delta", ".", "total_seconds", "(", ")" ]	39.625	10.375
def _database_create(self, engine, database): """Create a new database and return a new url representing a connection to the new database """ logger.info('Creating database "%s" in "%s"', database, engine) database_operation(engine, 'create', database) url = copy(engine.u...	[ "def", "_database_create", "(", "self", ",", "engine", ",", "database", ")", ":", "logger", ".", "info", "(", "'Creating database \"%s\" in \"%s\"'", ",", "database", ",", "engine", ")", "database_operation", "(", "engine", ",", "'create'", ",", "database", ")",...	41.222222	9.555556
def create_user(self, user, table_privileges=['ALL PRIVILEGES'], schema_privileges=['ALL PRIVILEGES'], row_limit=50000): con = self.connection or self._connect() cur = con.cursor() cur.execute('CREATE SCHEMA {0};'.format(user)) # self._initialize(...	[ "def", "create_user", "(", "self", ",", "user", ",", "table_privileges", "=", "[", "'ALL PRIVILEGES'", "]", ",", "schema_privileges", "=", "[", "'ALL PRIVILEGES'", "]", ",", "row_limit", "=", "50000", ")", ":", "con", "=", "self", ".", "connection", "or", ...	38.442105	17.568421
def is_fifo(self): """ Whether this path is a FIFO. """ try: return S_ISFIFO(self.stat().st_mode) except OSError as e: if e.errno not in (ENOENT, ENOTDIR): raise # Path doesn't exist or is a broken symlink # (see htt...	[ "def", "is_fifo", "(", "self", ")", ":", "try", ":", "return", "S_ISFIFO", "(", "self", ".", "stat", "(", ")", ".", "st_mode", ")", "except", "OSError", "as", "e", ":", "if", "e", ".", "errno", "not", "in", "(", "ENOENT", ",", "ENOTDIR", ")", ":"...	31.5	13.166667
def unload(self): '''unload module''' self.mpstate.console.close() self.mpstate.console = textconsole.SimpleConsole()	[ "def", "unload", "(", "self", ")", ":", "self", ".", "mpstate", ".", "console", ".", "close", "(", ")", "self", ".", "mpstate", ".", "console", "=", "textconsole", ".", "SimpleConsole", "(", ")" ]	34.5	14.5
def hash_codes(text, hashes): """Hashes inline code tags. Code tags can begin with an arbitrary number of back-ticks, as long as the close contains the same number of back-ticks. This allows back-ticks to be used within the code tag. HTML entities (&, <, >, ", ') are automatically escaped inside t...	[ "def", "hash_codes", "(", "text", ",", "hashes", ")", ":", "def", "sub", "(", "match", ")", ":", "code", "=", "'<code>{}</code>'", ".", "format", "(", "escape", "(", "match", ".", "group", "(", "2", ")", ")", ")", "hashed", "=", "hash_text", "(", "...	33.75	18.375
def einsum_vecmul_index(gate_indices, number_of_qubits): """Return the index string for Numpy.eignsum matrix-vector multiplication. The returned indices are to perform a matrix multiplication A.v where the matrix A is an M-qubit matrix, vector v is an N-qubit vector, and M <= N, and identity matrices a...	[ "def", "einsum_vecmul_index", "(", "gate_indices", ",", "number_of_qubits", ")", ":", "mat_l", ",", "mat_r", ",", "tens_lin", ",", "tens_lout", "=", "_einsum_matmul_index_helper", "(", "gate_indices", ",", "number_of_qubits", ")", "# Combine indices into matrix multiplica...	45.52	28.6
def send_connection_request(self): """ Sends a ConnectionRequest to the iDigi server using the credentials established with the id of the monitor as defined in the monitor member. """ try: self.log.info("Sending ConnectionRequest for Monitor %s." ...	[ "def", "send_connection_request", "(", "self", ")", ":", "try", ":", "self", ".", "log", ".", "info", "(", "\"Sending ConnectionRequest for Monitor %s.\"", "%", "self", ".", "monitor_id", ")", "# Send connection request and perform a receive to ensure", "# request is authen...	42.059701	20.80597
def epanechnikovKernel(x,ref_x,h=1.0): ''' The Epanechnikov kernel. Parameters ---------- x : np.array Values at which to evaluate the kernel x_ref : float The reference point h : float Kernel bandwidth Returns ------- out : np.array Kernel value...	[ "def", "epanechnikovKernel", "(", "x", ",", "ref_x", ",", "h", "=", "1.0", ")", ":", "u", "=", "(", "x", "-", "ref_x", ")", "/", "h", "# Normalize distance by bandwidth", "these", "=", "np", ".", "abs", "(", "u", ")", "<=", "1.0", "# Kernel = 0 outside...	25.695652	22.304348
def list_notebooks(self): """List all notebooks in the notebook dir. This returns a list of dicts of the form:: dict(notebook_id=notebook,name=name) """ names = glob.glob(os.path.join(self.notebook_dir, '*' + self.filename_ext)) ...	[ "def", "list_notebooks", "(", "self", ")", ":", "names", "=", "glob", ".", "glob", "(", "os", ".", "path", ".", "join", "(", "self", ".", "notebook_dir", ",", "'*'", "+", "self", ".", "filename_ext", ")", ")", "names", "=", "[", "os", ".", "path", ...	35.857143	17.809524
def wavelengthToRGB(wavelength): gamma = 0.80; intensityMax = 255; """ Taken from Earl F. Glynn's web page: * <a href="http://www.efg2.com/Lab/ScienceAndEngineering/Spectra.htm">Spectra Lab Report</a> """ factor = None r = None g = None b = None if((wavelength >= 380) and (wavelength<440)): r = -(wavelen...	[ "def", "wavelengthToRGB", "(", "wavelength", ")", ":", "gamma", "=", "0.80", "intensityMax", "=", "255", "factor", "=", "None", "r", "=", "None", "g", "=", "None", "b", "=", "None", "if", "(", "(", "wavelength", ">=", "380", ")", "and", "(", "wavelen...	24.728814	22.40678
def send(self, sender, kwargs): """Internal. Call connected functions.""" if id(self) not in _alleged_receivers: return for func in _alleged_receivers[id(self)]: func(sender, kwargs)	[ "def", "send", "(", "self", ",", "sender", ",", "", "", "kwargs", ")", ":", "if", "id", "(", "self", ")", "not", "in", "_alleged_receivers", ":", "return", "for", "func", "in", "_alleged_receivers", "[", "id", "(", "self", ")", "]", ":", "func", ...	38.166667	8.333333
def bodvar(body, item, dim): """ Deprecated: This routine has been superseded by :func:`bodvcd` and :func:`bodvrd`. This routine is supported for purposes of backward compatibility only. Return the values of some item for any body in the kernel pool. http://naif.jpl.nasa.gov/pub/naif/toolkit_d...	[ "def", "bodvar", "(", "body", ",", "item", ",", "dim", ")", ":", "body", "=", "ctypes", ".", "c_int", "(", "body", ")", "dim", "=", "ctypes", ".", "c_int", "(", "dim", ")", "item", "=", "stypes", ".", "stringToCharP", "(", "item", ")", "values", ...	32.592593	17.62963
def _annotate(reads, mirbase_ref, precursors): """ Using SAM/BAM coordinates, mismatches and realign to annotate isomiRs """ for r in reads: for p in reads[r].precursors: start = reads[r].precursors[p].start + 1 # convert to 1base end = start + len(reads[r].sequence) ...	[ "def", "_annotate", "(", "reads", ",", "mirbase_ref", ",", "precursors", ")", ":", "for", "r", "in", "reads", ":", "for", "p", "in", "reads", "[", "r", "]", ".", "precursors", ":", "start", "=", "reads", "[", "r", "]", ".", "precursors", "[", "p", ...	48.6875	22.4375
def countRandomBitFrequencies(numTerms = 100000, percentSparsity = 0.01): """Create a uniformly random counts matrix through sampling.""" # Accumulate counts by inplace-adding sparse matrices counts = SparseMatrix() size = 128*128 counts.resize(1, size) # Pre-allocate buffer sparse matrix sparseBitmap = ...	[ "def", "countRandomBitFrequencies", "(", "numTerms", "=", "100000", ",", "percentSparsity", "=", "0.01", ")", ":", "# Accumulate counts by inplace-adding sparse matrices", "counts", "=", "SparseMatrix", "(", ")", "size", "=", "128", "*", "128", "counts", ".", "resiz...	31.684211	21.552632
def get_hoisted(dct, child_name): """Pulls all of a child's keys up to the parent, with the names unchanged.""" child = dct[child_name] del dct[child_name] dct.update(child) return dct	[ "def", "get_hoisted", "(", "dct", ",", "child_name", ")", ":", "child", "=", "dct", "[", "child_name", "]", "del", "dct", "[", "child_name", "]", "dct", ".", "update", "(", "child", ")", "return", "dct" ]	31.5	15
def precompute_edge_matrices(adjacency, hparams): """Precompute the a_in and a_out tensors. (we don't want to add to the graph everytime _fprop is called) Args: adjacency: placeholder of real valued vectors of shape [B, L, L, E] hparams: HParams object Returns: edge_matrices: [batch, L * D, L * D] ...	[ "def", "precompute_edge_matrices", "(", "adjacency", ",", "hparams", ")", ":", "batch_size", ",", "num_nodes", ",", "_", ",", "edge_dim", "=", "common_layers", ".", "shape_list", "(", "adjacency", ")", "# build the edge_network for incoming edges", "with", "tf", "."...	39.288889	19.6
def absolute_error(y, y_pred): """Calculates the sum of the differences between target and prediction. Parameters: ----------- y : vector, shape (n_samples,) The target values. y_pred : vector, shape (n_samples,) The predicted values. Returns: -------- error : floa...	[ "def", "absolute_error", "(", "y", ",", "y_pred", ")", ":", "y", ",", "y_pred", "=", "convert_assert", "(", "y", ",", "y_pred", ")", "return", "np", ".", "sum", "(", "y", "-", "y_pred", ")" ]	21.52381	17.952381
def brozzler_worker(argv=None): ''' Main entry point for brozzler, gets sites and pages to brozzle from rethinkdb, brozzles them. ''' argv = argv or sys.argv arg_parser = argparse.ArgumentParser( prog=os.path.basename(argv[0]), formatter_class=BetterArgumentDefaultsHelpFo...	[ "def", "brozzler_worker", "(", "argv", "=", "None", ")", ":", "argv", "=", "argv", "or", "sys", ".", "argv", "arg_parser", "=", "argparse", ".", "ArgumentParser", "(", "prog", "=", "os", ".", "path", ".", "basename", "(", "argv", "[", "0", "]", ")", ...	42.556962	18.126582
def delimit(values, delimiter=', '): "Returns a list of tokens interleaved with the delimiter." toks = [] if not values: return toks if not isinstance(delimiter, (list, tuple)): delimiter = [delimiter] last = len(values) - 1 for i, value in enumerate(values): toks.app...	[ "def", "delimit", "(", "values", ",", "delimiter", "=", "', '", ")", ":", "toks", "=", "[", "]", "if", "not", "values", ":", "return", "toks", "if", "not", "isinstance", "(", "delimiter", ",", "(", "list", ",", "tuple", ")", ")", ":", "delimiter", ...	20.315789	22.842105
def get(self, digest, chunk_size=1024 * 128): """ Return the contents of a blob :param digest: the hex digest of the blob to return :param chunk_size: the size of the chunks returned on each iteration :return: generator returning chunks of data """ return self.co...	[ "def", "get", "(", "self", ",", "digest", ",", "chunk_size", "=", "1024", "*", "128", ")", ":", "return", "self", ".", "conn", ".", "client", ".", "blob_get", "(", "self", ".", "container_name", ",", "digest", ",", "chunk_size", ")" ]	41.1	15.5
def getRandomWithMods(inputSpace, maxChanges): """ Returns a random selection from the inputSpace with randomly modified up to maxChanges number of bits. """ size = len(inputSpace) ind = np.random.random_integers(0, size-1, 1)[0] value = copy.deepcopy(inputSpace[ind]) if maxChanges == 0: return valu...	[ "def", "getRandomWithMods", "(", "inputSpace", ",", "maxChanges", ")", ":", "size", "=", "len", "(", "inputSpace", ")", "ind", "=", "np", ".", "random", ".", "random_integers", "(", "0", ",", "size", "-", "1", ",", "1", ")", "[", "0", "]", "value", ...	26.846154	15.615385
def bibString(self, maxLength = 1000, WOSMode = False, restrictedOutput = False, niceID = True): """Makes a string giving the Record as a bibTex entry. If the Record is of a journal article (`PT J`) the bibtext type is set to `'article'`, otherwise it is set to `'misc'`. The ID of the entry is the WOS number an...	[ "def", "bibString", "(", "self", ",", "maxLength", "=", "1000", ",", "WOSMode", "=", "False", ",", "restrictedOutput", "=", "False", ",", "niceID", "=", "True", ")", ":", "keyEntries", "=", "[", "]", "if", "self", ".", "bad", ":", "raise", "BadRecord",...	53.591549	35.492958
def predict(self, temp_type): """ Transpile the predict method. Parameters ---------- :param temp_type : string The kind of export type (embedded, separated, exported). Returns ------- :return : string The transpiled predict metho...	[ "def", "predict", "(", "self", ",", "temp_type", ")", ":", "# Exported:", "if", "temp_type", "==", "'exported'", ":", "temp", "=", "self", ".", "temp", "(", "'exported.class'", ")", "return", "temp", ".", "format", "(", "class_name", "=", "self", ".", "c...	39.532258	16.532258
def stationary_distribution(self): r""" Compute stationary distribution of hidden states if possible. Raises ------ ValueError if the HMM is not stationary """ assert _tmatrix_disconnected.is_connected(self._Tij, strong=False), \ 'No unique stationary distri...	[ "def", "stationary_distribution", "(", "self", ")", ":", "assert", "_tmatrix_disconnected", ".", "is_connected", "(", "self", ".", "_Tij", ",", "strong", "=", "False", ")", ",", "'No unique stationary distribution because transition matrix is not connected'", "import", "m...	38.25	20.833333
def fetch_captcha_store(self, name, value, attrs=None, generator=None): """ Fetches a new CaptchaStore This has to be called inside render """ try: reverse('captcha-image', args=('dummy',)) except NoReverseMatch: raise ImproperlyConfigured('Make su...	[ "def", "fetch_captcha_store", "(", "self", ",", "name", ",", "value", ",", "attrs", "=", "None", ",", "generator", "=", "None", ")", ":", "try", ":", "reverse", "(", "'captcha-image'", ",", "args", "=", "(", "'dummy'", ",", ")", ")", "except", "NoRever...	41.578947	23.263158
def dump(self, fp=sys.stdout, *kwargs): """ Serialize this keymap as a JSON formatted stream to the fp. Arguments: fp: A ``.write()``-supporting file-like object to write the generated JSON to (default is ``sys.stdout``). *kwargs: Options to be passed into :f...	[ "def", "dump", "(", "self", ",", "fp", "=", "sys", ".", "stdout", ",", "", "", "kwargs", ")", ":", "fp", ".", "write", "(", "FILE_HEADER", ")", "fp", ".", "write", "(", "self", ".", "to_json", "(", "", "", "kwargs", ")", ")", "fp", ".", "...	39.363636	15.545455
def _next_lowest_integer(group_keys): """ returns the lowest available integer in a set of dict keys """ try: #TODO Replace with max default value when dropping compatibility with Python < 3.4 largest_int= max([ int(val) for val in group_keys if _is_int(val)]) except: largest_int= 0 ...	[ "def", "_next_lowest_integer", "(", "group_keys", ")", ":", "try", ":", "#TODO Replace with max default value when dropping compatibility with Python < 3.4", "largest_int", "=", "max", "(", "[", "int", "(", "val", ")", "for", "val", "in", "group_keys", "if", "_is_int", ...	37.555556	19.111111
def create_source(srcdir, preload_image, datapusher=False): """ Copy ckan source, datapusher source (optional), who.ini and schema.xml from preload image into srcdir """ try: docker.web_command( command='/bin/cp -a /project/ckan /project_target/ckan', rw={srcdir: '/pr...	[ "def", "create_source", "(", "srcdir", ",", "preload_image", ",", "datapusher", "=", "False", ")", ":", "try", ":", "docker", ".", "web_command", "(", "command", "=", "'/bin/cp -a /project/ckan /project_target/ckan'", ",", "rw", "=", "{", "srcdir", ":", "'/proje...	35.148148	16.259259
def create_small_thumbnail(self, token, item_id): """ Create a 100x100 small thumbnail for the given item. It is used for preview purpose and displayed in the 'preview' and 'thumbnails' sidebar sections. :param token: A valid token for the user in question. :type token: ...	[ "def", "create_small_thumbnail", "(", "self", ",", "token", ",", "item_id", ")", ":", "parameters", "=", "dict", "(", ")", "parameters", "[", "'token'", "]", "=", "token", "parameters", "[", "'itemId'", "]", "=", "item_id", "response", "=", "self", ".", ...	40.15	17.05
def create(cls, object_type=None, object_uuid=None, **kwargs): """Create a new deposit identifier. :param object_type: The object type (Default: ``None``) :param object_uuid: The object UUID (Default: ``None``) :param kwargs: It contains the pid value. """ assert 'pid_va...	[ "def", "create", "(", "cls", ",", "object_type", "=", "None", ",", "object_uuid", "=", "None", ",", "", "", "kwargs", ")", ":", "assert", "'pid_value'", "in", "kwargs", "kwargs", ".", "setdefault", "(", "'status'", ",", "cls", ".", "default_status", ")...	45.727273	16.090909
def bearing(self, format='numeric'): """Calculate bearing between locations in segments. Args: format (str): Format of the bearing string to return Returns: list of list of float: Groups of bearings between points in segments """ bearings...	[ "def", "bearing", "(", "self", ",", "format", "=", "'numeric'", ")", ":", "bearings", "=", "[", "]", "for", "segment", "in", "self", ":", "if", "len", "(", "segment", ")", "<", "2", ":", "bearings", ".", "append", "(", "[", "]", ")", "else", ":",...	29.764706	18
def rc2poly(kr, r0=None): """convert reflection coefficients to prediction filter polynomial :param k: reflection coefficients """ # Initialize the recursion from .levinson import levup p = len(kr) #% p is the order of the prediction polynomial. a = numpy.array([1, kr[0]]) ...	[ "def", "rc2poly", "(", "kr", ",", "r0", "=", "None", ")", ":", "# Initialize the recursion", "from", ".", "levinson", "import", "levup", "p", "=", "len", "(", "kr", ")", "#% p is the order of the prediction polynomial.", "a", "=", "numpy", ".", "array", "(", ...	23.266667	24.833333
def _build_query(self, table, tree, visitor): """ Build a scan/query from a statement """ kwargs = {} index = None if tree.using: index_name = kwargs["index"] = tree.using[1] index = table.get_index(index_name) if tree.where: constraints = Cons...	[ "def", "_build_query", "(", "self", ",", "table", ",", "tree", ",", "visitor", ")", ":", "kwargs", "=", "{", "}", "index", "=", "None", "if", "tree", ".", "using", ":", "index_name", "=", "kwargs", "[", "\"index\"", "]", "=", "tree", ".", "using", ...	46.431818	17.363636
def dnsrepr2names(x): """ Take as input a DNS encoded string (possibly compressed) and returns a list of DNS names contained in it. If provided string is already in printable format (does not end with a null character, a one element list is returned). Result is a list. """ res = [] ...	[ "def", "dnsrepr2names", "(", "x", ")", ":", "res", "=", "[", "]", "cur", "=", "b\"\"", "if", "type", "(", "x", ")", "is", "str", ":", "x", "=", "x", ".", "encode", "(", "'ascii'", ")", "while", "x", ":", "#l = ord(x[0])", "l", "=", "x", "[", ...	30.193548	17.032258
def generate(data, dimOrder, maxWindowSize, overlapPercent, transforms = []): """ Generates a set of sliding windows for the specified dataset. """ # Determine the dimensions of the input data width = data.shape[dimOrder.index('w')] height = data.shape[dimOrder.index('h')] # Generate the windows return gene...	[ "def", "generate", "(", "data", ",", "dimOrder", ",", "maxWindowSize", ",", "overlapPercent", ",", "transforms", "=", "[", "]", ")", ":", "# Determine the dimensions of the input data", "width", "=", "data", ".", "shape", "[", "dimOrder", ".", "index", "(", "'...	35.363636	19.181818
def write_bus_data(self, file): """ Writes bus data to an Excel spreadsheet. """ bus_sheet = self.book.add_sheet("Buses") for i, bus in enumerate(self.case.buses): for j, attr in enumerate(BUS_ATTRS): bus_sheet.write(i, j, getattr(bus, attr))	[ "def", "write_bus_data", "(", "self", ",", "file", ")", ":", "bus_sheet", "=", "self", ".", "book", ".", "add_sheet", "(", "\"Buses\"", ")", "for", "i", ",", "bus", "in", "enumerate", "(", "self", ".", "case", ".", "buses", ")", ":", "for", "j", ",...	37	11.375
def _get_view_result(view, raw_result, kwargs): """ Get view results helper. """ if raw_result: return view(kwargs) if kwargs: return Result(view, **kwargs) return view.result	[ "def", "_get_view_result", "(", "view", ",", "raw_result", ",", "", "", "kwargs", ")", ":", "if", "raw_result", ":", "return", "view", "(", "", "", "kwargs", ")", "if", "kwargs", ":", "return", "Result", "(", "view", ",", "", "", "kwargs", ")",...	28.625	13.875
def sentences(self, nb=3, ext_word_list=None): """ Generate an array of sentences :example ['Lorem ipsum dolor sit amet.', 'Consectetur adipisicing eli.'] Keyword arguments: :param nb: how many sentences to return :param ext_word_list: a list of words you would like to h...	[ "def", "sentences", "(", "self", ",", "nb", "=", "3", ",", "ext_word_list", "=", "None", ")", ":", "return", "[", "self", ".", "sentence", "(", "ext_word_list", "=", "ext_word_list", ")", "for", "_", "in", "range", "(", "0", ",", "nb", ")", "]" ]	34.285714	17.285714
def readonce(self, size = None): """ Read from current buffer. If current buffer is empty, returns an empty string. You can use `prepareRead` to read the next chunk of data. This is not a coroutine method. """ if self.eof: raise EOFError if se...	[ "def", "readonce", "(", "self", ",", "size", "=", "None", ")", ":", "if", "self", ".", "eof", ":", "raise", "EOFError", "if", "self", ".", "errored", ":", "raise", "IOError", "(", "'Stream is broken before EOF'", ")", "if", "size", "is", "not", "None", ...	34.095238	15.238095
def advanced_search(self, terms, relation=None, index=0, limit=25, **kwargs): """ Advanced search of track, album or artist. See `Search section of Deezer API <https://developers.deezer.com/api/search>`_ for search terms. :returns: a list of :class:`~deezer.resources.Resource` ...	[ "def", "advanced_search", "(", "self", ",", "terms", ",", "relation", "=", "None", ",", "index", "=", "0", ",", "limit", "=", "25", ",", "", "", "kwargs", ")", ":", "assert", "isinstance", "(", "terms", ",", "dict", ")", ",", "\"terms must be a dict\...	47.210526	27.105263
def get_lines(self): """因为历史列表动态更新,需要刷新""" self.lines = [] width = self.screen_width - 24 if self.state == 0: # 播放列表 for index, i in enumerate(self.win.playlist): line = i['title'] if len(i['title']) < width else i['title'][:width] ...	[ "def", "get_lines", "(", "self", ")", ":", "self", ".", "lines", "=", "[", "]", "width", "=", "self", ".", "screen_width", "-", "24", "if", "self", ".", "state", "==", "0", ":", "# 播放列表", "for", "index", ",", "i", "in", "enumerate", "(", "self", ...	42.377778	13.2
def search_lxc_bridges(): ''' Search which bridges are potentially available as LXC bridges CLI Example: .. code-block:: bash salt '*' lxc.search_lxc_bridges ''' bridges = __context__.get('lxc.bridges', None) # either match not yet called or no bridges were found # to handle ...	[ "def", "search_lxc_bridges", "(", ")", ":", "bridges", "=", "__context__", ".", "get", "(", "'lxc.bridges'", ",", "None", ")", "# either match not yet called or no bridges were found", "# to handle the case where lxc was not installed on the first", "# call", "if", "not", "br...	31.88	18.36
def execute_and_reset( expr, params=None, scope=None, aggcontext=None, **kwargs ): """Execute an expression against data that are bound to it. If no data are bound, raise an Exception. Notes ----- The difference between this function and :func:`~ibis.pandas.core.execute` is that this functi...	[ "def", "execute_and_reset", "(", "expr", ",", "params", "=", "None", ",", "scope", "=", "None", ",", "aggcontext", "=", "None", ",", "", "", "kwargs", ")", ":", "result", "=", "execute", "(", "expr", ",", "params", "=", "params", ",", "scope", "=",...	32.44898	22.387755
def create(cls, name, enabled=True, superuser=True): """ Create a new API Client. Once client is created, you can create a new password by:: >>> client = ApiClient.create('myclient') >>> print(client) ApiClient(name=myclient) >>> client.change_pas...	[ "def", "create", "(", "cls", ",", "name", ",", "enabled", "=", "True", ",", "superuser", "=", "True", ")", ":", "json", "=", "{", "'enabled'", ":", "enabled", ",", "'name'", ":", "name", ",", "'superuser'", ":", "superuser", "}", "return", "ElementCrea...	32.913043	13.608696
def int_to_date(date): """ Convert an int of form yyyymmdd to a python date object. """ year = date // 104 month = date % 104 // 102 day = date % 102 return datetime.date(year, month, day)	[ "def", "int_to_date", "(", "date", ")", ":", "year", "=", "date", "//", "10", "", "4", "month", "=", "date", "%", "10", "", "4", "//", "10", "", "2", "day", "=", "date", "%", "10", "", "2", "return", "datetime", ".", "date", "(", "year"...	21.7	16.1
def read(self): "Connect to the feedback service and read all data." log.msg('APNSService read (connecting)') try: server, port = ((FEEDBACK_SERVER_SANDBOX_HOSTNAME if self.environment == 'sandbox' else FEEDBACK_SERVER_HOSTNAME), FEEDBACK_SERVER_PORT) ...	[ "def", "read", "(", "self", ")", ":", "log", ".", "msg", "(", "'APNSService read (connecting)'", ")", "try", ":", "server", ",", "port", "=", "(", "(", "FEEDBACK_SERVER_SANDBOX_HOSTNAME", "if", "self", ".", "environment", "==", "'sandbox'", "else", "FEEDBACK_S...	39.8	19.8
def register_user(self, data): """ Parses input and register user """ error = False msg = "" email_re = re.compile( r"(^[-!#$%&'+/=?^_`{}\|~0-9A-Z]+(\.[-!#$%&'+/=?^_`{}\|~0-9A-Z]+)*" # dot-atom r'\|^"([\001-\010\013\014\016-\037!#-\[\]-\177]\|\\[\001-011\013\014\0...	[ "def", "register_user", "(", "self", ",", "data", ")", ":", "error", "=", "False", "msg", "=", "\"\"", "email_re", "=", "re", ".", "compile", "(", "r\"(^[-!#$%&'+/=?^_`{}\|~0-9A-Z]+(\\.[-!#$%&'+/=?^_`{}\|~0-9A-Z]+)*\"", "# dot-atom", "r'\|^\"([\\001-\\010\\013\\014\\016-\\...	50.309091	27.763636
def generate_stack_policy_args(stack_policy=None): """ Converts a stack policy object into keyword args. Args: stack_policy (:class:`stacker.providers.base.Template`): A template object representing a stack policy. Returns: dict: A dictionary of keyword arguments to be used els...	[ "def", "generate_stack_policy_args", "(", "stack_policy", "=", "None", ")", ":", "args", "=", "{", "}", "if", "stack_policy", ":", "logger", ".", "debug", "(", "\"Stack has a stack policy\"", ")", "if", "stack_policy", ".", "url", ":", "# stacker currently does no...	35.92	22.16
def label_from_instance(self, obj): """ Create labels which represent the tree level of each node when generating option labels. """ label = smart_text(obj) prefix = self.level_indicator * getattr(obj, obj._mptt_meta.level_attr) if prefix: return '%s %...	[ "def", "label_from_instance", "(", "self", ",", "obj", ")", ":", "label", "=", "smart_text", "(", "obj", ")", "prefix", "=", "self", ".", "level_indicator", "*", "getattr", "(", "obj", ",", "obj", ".", "_mptt_meta", ".", "level_attr", ")", "if", "prefix"...	35.2	12.6
def _get_closest_samp_num(self, ref_samp_num, start_test_samp_num): """ Return the closest testing sample number for the given reference sample number. Limit the search from start_test_samp_num. """ if start_test_samp_num >= self.n_test: raise ValueError('Invalid sta...	[ "def", "_get_closest_samp_num", "(", "self", ",", "ref_samp_num", ",", "start_test_samp_num", ")", ":", "if", "start_test_samp_num", ">=", "self", ".", "n_test", ":", "raise", "ValueError", "(", "'Invalid starting test sample number.'", ")", "ref_samp", "=", "self", ...	37.181818	18.090909
def _remove_pre_formatting(self): """ Removes formatting tags added to pre elements. """ preformatted_wrappers = [ 'pre', 'code' ] for wrapper in preformatted_wrappers: for formatter in FORMATTERS: tag = FORMATTERS[form...	[ "def", "_remove_pre_formatting", "(", "self", ")", ":", "preformatted_wrappers", "=", "[", "'pre'", ",", "'code'", "]", "for", "wrapper", "in", "preformatted_wrappers", ":", "for", "formatter", "in", "FORMATTERS", ":", "tag", "=", "FORMATTERS", "[", "formatter",...	31.7	16.6
def ip_v6(self) -> str: """Generate a random IPv6 address. :return: Random IPv6 address. :Example: 2001:c244:cf9d:1fb1:c56d:f52c:8a04:94f3 """ ipv6 = IPv6Address( self.random.randint( 0, 2 ** 128 - 1, ), ) retu...	[ "def", "ip_v6", "(", "self", ")", "->", "str", ":", "ipv6", "=", "IPv6Address", "(", "self", ".", "random", ".", "randint", "(", "0", ",", "2", "**", "128", "-", "1", ",", ")", ",", ")", "return", "str", "(", "ipv6", ")" ]	22.785714	16.857143
def _processHandler(self, securityHandler, param_dict): """proceses the handler and returns the cookiejar""" cj = None handler = None if securityHandler is None: cj = cookiejar.CookieJar() elif securityHandler.method.lower() == "token": param_dict['token']...	[ "def", "_processHandler", "(", "self", ",", "securityHandler", ",", "param_dict", ")", ":", "cj", "=", "None", "handler", "=", "None", "if", "securityHandler", "is", "None", ":", "cj", "=", "cookiejar", ".", "CookieJar", "(", ")", "elif", "securityHandler", ...	44.875	9.875
def setOpts(self, **opts): """ Changes the behavior of the SpinBox. Accepts most of the arguments allowed in :func:`__init__ <pyqtgraph.SpinBox.__init__>`. """ #print opts for k in opts: if k == 'bounds': #print opts[k] ...	[ "def", "setOpts", "(", "self", ",", "", "", "opts", ")", ":", "#print opts", "for", "k", "in", "opts", ":", "if", "k", "==", "'bounds'", ":", "#print opts[k]", "self", ".", "setMinimum", "(", "opts", "[", "k", "]", "[", "0", "]", ",", "update", ...	35.759259	15.277778
def rpc_get_account_at(self, address, block_height, **con_info): """ Get the account's statuses at a particular block height. Returns the sequence of history states on success """ if not check_account_address(address): return {'error': 'Invalid address', 'http_status'...	[ "def", "rpc_get_account_at", "(", "self", ",", "address", ",", "block_height", ",", "", "", "con_info", ")", ":", "if", "not", "check_account_address", "(", "address", ")", ":", "return", "{", "'error'", ":", "'Invalid address'", ",", "'http_status'", ":", ...	42	22.173913
def ContainsAddressStr(self, address): """ Determine if the wallet contains the address. Args: address (str): a string representing the public key. Returns: bool: True, if the address is present in the wallet. False otherwise. """ for key, contra...	[ "def", "ContainsAddressStr", "(", "self", ",", "address", ")", ":", "for", "key", ",", "contract", "in", "self", ".", "_contracts", ".", "items", "(", ")", ":", "if", "contract", ".", "Address", "==", "address", ":", "return", "True", "return", "False" ]	30.714286	18.571429
def VectorLen(self, off): """VectorLen retrieves the length of the vector whose offset is stored at "off" in this object.""" N.enforce_number(off, N.UOffsetTFlags) off += self.Pos off += encode.Get(N.UOffsetTFlags.packer_type, self.Bytes, off) ret = encode.Get(N.UOffs...	[ "def", "VectorLen", "(", "self", ",", "off", ")", ":", "N", ".", "enforce_number", "(", "off", ",", "N", ".", "UOffsetTFlags", ")", "off", "+=", "self", ".", "Pos", "off", "+=", "encode", ".", "Get", "(", "N", ".", "UOffsetTFlags", ".", "packer_type"...	41	17.888889
def compare_networks(self, other): """Compare two IP objects. This is only concerned about the comparison of the integer representation of the network addresses. This means that the host bits aren't considered at all in this method. If you want to compare host bits, you can ea...	[ "def", "compare_networks", "(", "self", ",", "other", ")", ":", "if", "self", ".", "_version", "<", "other", ".", "_version", ":", "return", "-", "1", "if", "self", ".", "_version", ">", "other", ".", "_version", ":", "return", "1", "# self._version == o...	36.58	18.28
def objective_bounds(self): """ Return objective bounds Returns ------- lower : list of floats Lower boundaries for the objectives Upper : list of floats Upper boundaries for the objectives """ if self.ideal and self.nadir: ...	[ "def", "objective_bounds", "(", "self", ")", ":", "if", "self", ".", "ideal", "and", "self", ".", "nadir", ":", "return", "self", ".", "ideal", ",", "self", ".", "nadir", "raise", "NotImplementedError", "(", "\"Ideal and nadir value calculation is not yet implemen...	23.947368	17.736842
def permissions(self, addr, permissions=None): """ Retrieve the permissions of the page at address `addr`. :param addr: address to get the page permissions :param permissions: Integer or BVV to optionally set page permissions to :return: AST representing the pe...	[ "def", "permissions", "(", "self", ",", "addr", ",", "permissions", "=", "None", ")", ":", "out", "=", "self", ".", "mem", ".", "permissions", "(", "addr", ",", "permissions", ")", "# if unicorn is in play and we've marked a page writable, it must be uncached", "if"...	49.285714	22.285714
def until_synced(self, timeout=None): """Return a tornado Future; resolves when all subordinate clients are synced""" futures = [r.until_synced(timeout) for r in dict.values(self.children)] yield tornado.gen.multi(futures, quiet_exceptions=tornado.gen.TimeoutError)	[ "def", "until_synced", "(", "self", ",", "timeout", "=", "None", ")", ":", "futures", "=", "[", "r", ".", "until_synced", "(", "timeout", ")", "for", "r", "in", "dict", ".", "values", "(", "self", ".", "children", ")", "]", "yield", "tornado", ".", ...	71.5	21.25
def groups_archive(self, room_id, **kwargs): """Archives a private group, only if you’re part of the group.""" return self.__call_api_post('groups.archive', roomId=room_id, kwargs=kwargs)	[ "def", "groups_archive", "(", "self", ",", "room_id", ",", "", "", "kwargs", ")", ":", "return", "self", ".", "__call_api_post", "(", "'groups.archive'", ",", "roomId", "=", "room_id", ",", "kwargs", "=", "kwargs", ")" ]	67	16
def quote_attrib(self, inStr): """ Transforms characters between xml notation and python notation. """ s1 = (isinstance(inStr, str) and inStr or '%s' % inStr) s1 = s1.replace('&', '&') s1 = s1.replace('<', '<') s1 = s1.replace('>', '>') ...	[ "def", "quote_attrib", "(", "self", ",", "inStr", ")", ":", "s1", "=", "(", "isinstance", "(", "inStr", ",", "str", ")", "and", "inStr", "or", "'%s'", "%", "inStr", ")", "s1", "=", "s1", ".", "replace", "(", "'&'", ",", "'&'", ")", "s1", "=",...	30.294118	12.058824
def get_build_log_lines(self, project, build_id, log_id, start_line=None, end_line=None): """GetBuildLogLines. Gets an individual log file for a build. :param str project: Project ID or project name :param int build_id: The ID of the build. :param int log_id: The ID of the log fi...	[ "def", "get_build_log_lines", "(", "self", ",", "project", ",", "build_id", ",", "log_id", ",", "start_line", "=", "None", ",", "end_line", "=", "None", ")", ":", "route_values", "=", "{", "}", "if", "project", "is", "not", "None", ":", "route_values", "...	52.285714	19.892857
def set_sum_w2(self, w, ix, iy=0, iz=0): """ Sets the true number of entries in the bin weighted by w^2 """ if self.GetSumw2N() == 0: raise RuntimeError( "Attempting to access Sumw2 in histogram " "where weights were not stored") xl = s...	[ "def", "set_sum_w2", "(", "self", ",", "w", ",", "ix", ",", "iy", "=", "0", ",", "iz", "=", "0", ")", ":", "if", "self", ".", "GetSumw2N", "(", ")", "==", "0", ":", "raise", "RuntimeError", "(", "\"Attempting to access Sumw2 in histogram \"", "\"where we...	40.357143	7.214286
def create(self, username, password): """ Create Token by given username and password. Authenticate user by given username and password. Returning a :class:`Token` object contains username and token that you should pass to the all requests (in X-TM-Username and X-TM-Key, respecti...	[ "def", "create", "(", "self", ",", "username", ",", "password", ")", ":", "data", "=", "dict", "(", "username", "=", "username", ",", "password", "=", "password", ")", "response", ",", "instance", "=", "self", ".", "request", "(", "\"POST\"", ",", "sel...	42.117647	22.705882
def ListDirectoryAbsolute(directory): """Yields all files in the given directory. The paths are absolute.""" return (os.path.join(directory, path) for path in tf.io.gfile.listdir(directory))	[ "def", "ListDirectoryAbsolute", "(", "directory", ")", ":", "return", "(", "os", ".", "path", ".", "join", "(", "directory", ",", "path", ")", "for", "path", "in", "tf", ".", "io", ".", "gfile", ".", "listdir", "(", "directory", ")", ")" ]	50.25	4.25
def gzip_compress(data): """ Compress a string. Same as gzip.compress in Python3. """ buf = BytesIO() with gzip.GzipFile(fileobj=buf, mode='wb') as fd: fd.write(data) return buf.getvalue()	[ "def", "gzip_compress", "(", "data", ")", ":", "buf", "=", "BytesIO", "(", ")", "with", "gzip", ".", "GzipFile", "(", "fileobj", "=", "buf", ",", "mode", "=", "'wb'", ")", "as", "fd", ":", "fd", ".", "write", "(", "data", ")", "return", "buf", "....	26.625	12.375
def clean(self): ''' Check if such an assignment configuration makes sense, and reject it otherwise. This mainly relates to interdependencies between the different fields, since single field constraints are already clatified by the Django model configuration. ''' ...	[ "def", "clean", "(", "self", ")", ":", "super", "(", "AssignmentAdminForm", ",", "self", ")", ".", "clean", "(", ")", "d", "=", "defaultdict", "(", "lambda", ":", "False", ")", "d", ".", "update", "(", "self", ".", "cleaned_data", ")", "# Having valida...	69.75	36.107143
def cortex_plot_colors(the_map, color=None, cmap=None, vmin=None, vmax=None, alpha=None, underlay='curvature', mask=None): ''' cortex_plot_colors(mesh, opts...) yields the cortex colors as a matrix of RGBA rows for the given mesh and options. The followi...	[ "def", "cortex_plot_colors", "(", "the_map", ",", "color", "=", "None", ",", "cmap", "=", "None", ",", "vmin", "=", "None", ",", "vmax", "=", "None", ",", "alpha", "=", "None", ",", "underlay", "=", "'curvature'", ",", "mask", "=", "None", ")", ":", ...	53	24.904762
def assoc(m, args, *kw): ''' assoc(m, k1, v1, k2, v2...) yields a map equivalent to m without the arguments k1, k2, etc. associated with the values v1, v2, etc. If m is a mutable python dictionary, this is equivalent to using m[k] = v for all the given key-value pairs then returning m itself. If m...	[ "def", "assoc", "(", "m", ",", "", "args", ",", "", "*", "kw", ")", ":", "if", "len", "(", "args", ")", "%", "2", "!=", "0", ":", "raise", "ValueError", "(", "'assoc arguments must be given as key-value pairs'", ")", "args", "=", "(", "u", "for", "...	48.673913	30.021739
def _set_information(self, v, load=False): """ Setter method for information, mapped from YANG variable /routing_system/ip/dhcp/relay/information (container) If this variable is read-only (config: false) in the source YANG file, then _set_information is considered as a private method. Backends looki...	[ "def", "_set_information", "(", "self", ",", "v", ",", "load", "=", "False", ")", ":", "if", "hasattr", "(", "v", ",", "\"_utype\"", ")", ":", "v", "=", "v", ".", "_utype", "(", "v", ")", "try", ":", "t", "=", "YANGDynClass", "(", "v", ",", "ba...	78.958333	38.208333
def _rfc822(date): """Parse RFC 822 dates and times http://tools.ietf.org/html/rfc822#section-5 There are some formatting differences that are accounted for: 1. Years may be two or four digits. 2. The month and day can be swapped. 3. Additional timezone names are supported. 4. A default tim...	[ "def", "_rfc822", "(", "date", ")", ":", "daynames", "=", "set", "(", "[", "'mon'", ",", "'tue'", ",", "'wed'", ",", "'thu'", ",", "'fri'", ",", "'sat'", ",", "'sun'", "]", ")", "months", "=", "{", "'jan'", ":", "1", ",", "'feb'", ":", "2", ","...	31.892157	15.823529
def __updateJobResultsPeriodic(self): """ Periodic check to see if this is the best model. This should only have an effect if this is the first model to report its progress """ if self._isBestModelStored and not self._isBestModel: return while True: jobResultsStr = self._jobsDAO.j...	[ "def", "__updateJobResultsPeriodic", "(", "self", ")", ":", "if", "self", ".", "_isBestModelStored", "and", "not", "self", ".", "_isBestModel", ":", "return", "while", "True", ":", "jobResultsStr", "=", "self", ".", "_jobsDAO", ".", "jobGetFields", "(", "self"...	37.288462	21.788462
def cartesian_product(parameter_dict, combined_parameters=()): """ Generates a Cartesian product of the input parameter dictionary. For example: >>> print cartesian_product({'param1':[1,2,3], 'param2':[42.0, 52.5]}) {'param1':[1,1,2,2,3,3],'param2': [42.0,52.5,42.0,52.5,42.0,52.5]} :param paramet...	[ "def", "cartesian_product", "(", "parameter_dict", ",", "combined_parameters", "=", "(", ")", ")", ":", "if", "not", "combined_parameters", ":", "combined_parameters", "=", "list", "(", "parameter_dict", ")", "else", ":", "combined_parameters", "=", "list", "(", ...	34.054545	26.727273
def getMd5Checksum(self): """ Returns the MD5 checksum for this reference set. This checksum is calculated by making a list of `Reference.md5checksum` for all `Reference`s in this set. We then sort this list, and take the MD5 hash of all the strings concatenated together. ...	[ "def", "getMd5Checksum", "(", "self", ")", ":", "references", "=", "sorted", "(", "self", ".", "getReferences", "(", ")", ",", "key", "=", "lambda", "ref", ":", "ref", ".", "getMd5Checksum", "(", ")", ")", "checksums", "=", "''", ".", "join", "(", "[...	44.846154	16.692308
def save_model(self, path, output_format=None): """Save the :class:`pybel.BELGraph` using one of the outputs from :py:mod:`pybel` Parameters ---------- path : str The path to output to output_format : Optional[str] Output format as ``cx``, ``pickl...	[ "def", "save_model", "(", "self", ",", "path", ",", "output_format", "=", "None", ")", ":", "if", "output_format", "==", "'pickle'", ":", "pybel", ".", "to_pickle", "(", "self", ".", "model", ",", "path", ")", "else", ":", "with", "open", "(", "path", ...	37.095238	12.52381
def consistent_shuffle(lists): """ Shuffle lists consistently. Parameters ---------- lists Variable length number of lists Returns ------- shuffled_lists : tuple of lists All of the lists are shuffled consistently Examples -------- >>> import mpu, random;...	[ "def", "consistent_shuffle", "(", "*", "lists", ")", ":", "perm", "=", "list", "(", "range", "(", "len", "(", "lists", "[", "0", "]", ")", ")", ")", "random", ".", "shuffle", "(", "perm", ")", "lists", "=", "tuple", "(", "[", "sublist", "[", "ind...	24.64	18
def rot1(angle, form='c'): """Euler rotation about first axis This computes the rotation matrix associated with a rotation about the first axis. It will output matrices assuming column or row format vectors. For example, to transform a vector from reference frame b to reference frame a: Column V...	[ "def", "rot1", "(", "angle", ",", "form", "=", "'c'", ")", ":", "cos_a", "=", "np", ".", "cos", "(", "angle", ")", "sin_a", "=", "np", ".", "sin", "(", "angle", ")", "rot_mat", "=", "np", ".", "identity", "(", "3", ")", "if", "form", "==", "'...	26.931818	22.318182
def to_text(self, digest, blob, mime_type): """Convert a file to plain text. Useful for full-text indexing. Returns a Unicode string. """ # Special case, for now (XXX). if mime_type.startswith("image/"): return "" cache_key = "txt:" + digest text = ...	[ "def", "to_text", "(", "self", ",", "digest", ",", "blob", ",", "mime_type", ")", ":", "# Special case, for now (XXX).", "if", "mime_type", ".", "startswith", "(", "\"image/\"", ")", ":", "return", "\"\"", "cache_key", "=", "\"txt:\"", "+", "digest", "text", ...	32.290323	15.677419
def cmd_as_file(cmd, args, *kwargs): """Launch `cmd` and treat its stdout as a file object""" kwargs['stdout'] = subprocess.PIPE stdin = kwargs.pop('stdin', None) if isinstance(stdin, basestring): with tempfile.TemporaryFile() as stdin_file: stdin_file.write(stdin) stdi...	[ "def", "cmd_as_file", "(", "cmd", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "kwargs", "[", "'stdout'", "]", "=", "subprocess", ".", "PIPE", "stdin", "=", "kwargs", ".", "pop", "(", "'stdin'", ",", "None", ")", "if", "isinstance", "(", "s...	35.111111	12.888889
def _advapi32_load_key(key_object, key_info, container): """ Loads a certificate, public key or private key into a Certificate, PublicKey or PrivateKey object via CryptoAPI :param key_object: An asn1crypto.x509.Certificate, asn1crypto.keys.PublicKeyInfo or asn1crypto.keys.PrivateKeyInfo...	[ "def", "_advapi32_load_key", "(", "key_object", ",", "key_info", ",", "container", ")", ":", "key_type", "=", "'public'", "if", "isinstance", "(", "key_info", ",", "keys", ".", "PublicKeyInfo", ")", "else", "'private'", "algo", "=", "key_info", ".", "algorithm...	30.650602	23.39759
def geostatistical_prior_builder(pst, struct_dict,sigma_range=4, par_knowledge_dict=None,verbose=False): """ a helper function to construct a full prior covariance matrix using a mixture of geostastical structures and parameter bounds information. The covariance of parameter...	[ "def", "geostatistical_prior_builder", "(", "pst", ",", "struct_dict", ",", "sigma_range", "=", "4", ",", "par_knowledge_dict", "=", "None", ",", "verbose", "=", "False", ")", ":", "if", "isinstance", "(", "pst", ",", "str", ")", ":", "pst", "=", "pyemu", ...	43.804511	20.87218
def true_ces(subsystem, previous_state, next_state): """Set of all sets of elements that have true causes and true effects. .. note:: Since the true \|CauseEffectStructure\| is always about the full system, the background conditions don't matter and the subsystem should be conditioned on ...	[ "def", "true_ces", "(", "subsystem", ",", "previous_state", ",", "next_state", ")", ":", "network", "=", "subsystem", ".", "network", "nodes", "=", "subsystem", ".", "node_indices", "state", "=", "subsystem", ".", "state", "_events", "=", "events", "(", "net...	34.333333	21.208333
def _initialize_background(self): """Set up background state (zonal flow and PV gradients).""" self.H = self.Hi.sum() if np.asarray(self.U).ndim == 2: self.Ubg = self.U * np.ones((self.ny)) else: self.Ubg = np.expand_dims(self.U,axis=1) * np.ones((self.ny)) ...	[ "def", "_initialize_background", "(", "self", ")", ":", "self", ".", "H", "=", "self", ".", "Hi", ".", "sum", "(", ")", "if", "np", ".", "asarray", "(", "self", ".", "U", ")", ".", "ndim", "==", "2", ":", "self", ".", "Ubg", "=", "self", ".", ...	39.688889	29.422222
def clmixhess(obj, exe, arg1, arg2, delta=DELTA): """ Returns numerical mixed Hessian function of given class method with respect to two class attributes Input: obj, general object exe (str), name of object method arg1(str), name of object attribute arg2(str), name of ob...	[ "def", "clmixhess", "(", "obj", ",", "exe", ",", "arg1", ",", "arg2", ",", "delta", "=", "DELTA", ")", ":", "f", ",", "x", "=", "get_method_and_copy_of_attribute", "(", "obj", ",", "exe", ",", "arg1", ")", "_", ",", "y", "=", "get_method_and_copy_of_at...	38.628571	11.714286
def _check_value(self, ovsrec_row, column_value): """ :type column_value: tuple of column and value_json """ column, value_json = column_value column_schema = ovsrec_row._table.columns[column] value = ovs.db.data.Datum.from_json( column_schema.type, value_json...	[ "def", "_check_value", "(", "self", ",", "ovsrec_row", ",", "column_value", ")", ":", "column", ",", "value_json", "=", "column_value", "column_schema", "=", "ovsrec_row", ".", "_table", ".", "columns", "[", "column", "]", "value", "=", "ovs", ".", "db", "...	36.411765	11.705882
def delete_vault(self, vault_id): """Deletes a ``Vault``. arg: vault_id (osid.id.Id): the ``Id`` of the ``Vault`` to remove raise: NotFound - ``vault_id`` not found raise: NullArgument - ``vault_id`` is ``null`` raise: OperationFailed - unable to complete r...	[ "def", "delete_vault", "(", "self", ",", "vault_id", ")", ":", "# Implemented from template for", "# osid.resource.BinAdminSession.delete_bin_template", "if", "self", ".", "_catalog_session", "is", "not", "None", ":", "return", "self", ".", "_catalog_session", ".", "del...	53.678571	22.607143

def get_replication_group_imbalance_stats(rgs, partitions): """Calculate extra replica count replica count over each replication-group and net extra-same-replica count. """ tot_rgs = len(rgs) extra_replica_cnt_per_rg = defaultdict(int) for partition in partitions: # Get optimal replica-c...

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def getLogger(name): """Return a logger from a given name. If the name does not have a log handler, this will create one for it based on the module name which will log everything to a log file in a location the executing user will have access to. :param name: ``str`` :return: ``object`` ""...

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def get_array(array, **kw): """ Extract a subarray by filtering on the given keyword arguments """ for name, value in kw.items(): array = array[array[name] == value] return array

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def populate(self, metamodel): ''' Populate a *metamodel* with entities previously encountered from input. ''' self.populate_classes(metamodel) self.populate_unique_identifiers(metamodel) self.populate_associations(metamodel) self.populate_instances(metamodel) ...

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def faces_sparse(self): """ A sparse matrix representation of the faces. Returns ---------- sparse : scipy.sparse.coo_matrix Has properties: dtype : bool shape : (len(self.vertices), len(self.faces)) """ sparse = geometry.index_spars...

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def delete_rrset(self, zone_name, rtype, owner_name): """Deletes an RRSet. Arguments: zone_name -- The zone containing the RRSet to be deleted. The trailing dot is optional. rtype -- The type of the RRSet. This can be numeric (1) or if a well-known name is defined for...

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def add_route(self, template, controller, **kwargs): """ Add a route definition `controller` can be either a controller instance, or the name of a callable that will be imported. """ if isinstance(controller, basestring): controller = pymagic.import_name(cont...

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34.583333

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def batch_predict( self, name, input_config, output_config, params=None, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None, ): """ Perform a batch prediction. Unlike the online...

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def do_b(self, line): """Send the Master a BinaryInput (group 2) value. Command syntax is: 'b index true' or 'b index false'""" index, value_string = self.index_and_value_from_line(line) if index and value_string: if value_string.lower() == 'true' or value_string.lower() == 'false': ...

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def native(self): """ The native Python datatype representation of this value :return: A datetime.datetime object in the UTC timezone or None """ if self.contents is None: return None if self._native is None: string = str_cls(self) ...

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32.368421

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def _build_conflict_target(self): """Builds the `conflict_target` for the ON CONFLICT clause.""" conflict_target = [] if not isinstance(self.query.conflict_target, list): raise SuspiciousOperation(( '%s is not a valid conflict target, specify ' ...

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35.55

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def seconds_until_renew(self): """ Returns the number of seconds between the current time and the set renew time. It can be negative if the leader election is running late. """ delta = self.renew_time - datetime.now(self.renew_time.tzinfo) return delta.total_secon...

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def _database_create(self, engine, database): """Create a new database and return a new url representing a connection to the new database """ logger.info('Creating database "%s" in "%s"', database, engine) database_operation(engine, 'create', database) url = copy(engine.u...

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def create_user(self, user, table_privileges=['ALL PRIVILEGES'], schema_privileges=['ALL PRIVILEGES'], row_limit=50000): con = self.connection or self._connect() cur = con.cursor() cur.execute('CREATE SCHEMA {0};'.format(user)) # self._initialize(...

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def is_fifo(self): """ Whether this path is a FIFO. """ try: return S_ISFIFO(self.stat().st_mode) except OSError as e: if e.errno not in (ENOENT, ENOTDIR): raise # Path doesn't exist or is a broken symlink # (see htt...

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31.5

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def unload(self): '''unload module''' self.mpstate.console.close() self.mpstate.console = textconsole.SimpleConsole()

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def hash_codes(text, hashes): """Hashes inline code tags. Code tags can begin with an arbitrary number of back-ticks, as long as the close contains the same number of back-ticks. This allows back-ticks to be used within the code tag. HTML entities (&, <, >, ", ') are automatically escaped inside t...

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def einsum_vecmul_index(gate_indices, number_of_qubits): """Return the index string for Numpy.eignsum matrix-vector multiplication. The returned indices are to perform a matrix multiplication A.v where the matrix A is an M-qubit matrix, vector v is an N-qubit vector, and M <= N, and identity matrices a...

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def send_connection_request(self): """ Sends a ConnectionRequest to the iDigi server using the credentials established with the id of the monitor as defined in the monitor member. """ try: self.log.info("Sending ConnectionRequest for Monitor %s." ...

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def epanechnikovKernel(x,ref_x,h=1.0): ''' The Epanechnikov kernel. Parameters ---------- x : np.array Values at which to evaluate the kernel x_ref : float The reference point h : float Kernel bandwidth Returns ------- out : np.array Kernel value...

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def list_notebooks(self): """List all notebooks in the notebook dir. This returns a list of dicts of the form:: dict(notebook_id=notebook,name=name) """ names = glob.glob(os.path.join(self.notebook_dir, '*' + self.filename_ext)) ...

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def wavelengthToRGB(wavelength): gamma = 0.80; intensityMax = 255; """ Taken from Earl F. Glynn's web page: * <a href="http://www.efg2.com/Lab/ScienceAndEngineering/Spectra.htm">Spectra Lab Report</a> """ factor = None r = None g = None b = None if((wavelength >= 380) and (wavelength<440)): r = -(wavelen...

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def send(self, sender, **kwargs): """Internal. Call connected functions.""" if id(self) not in _alleged_receivers: return for func in _alleged_receivers[id(self)]: func(sender, **kwargs)

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def bodvar(body, item, dim): """ Deprecated: This routine has been superseded by :func:`bodvcd` and :func:`bodvrd`. This routine is supported for purposes of backward compatibility only. Return the values of some item for any body in the kernel pool. http://naif.jpl.nasa.gov/pub/naif/toolkit_d...

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def _annotate(reads, mirbase_ref, precursors): """ Using SAM/BAM coordinates, mismatches and realign to annotate isomiRs """ for r in reads: for p in reads[r].precursors: start = reads[r].precursors[p].start + 1 # convert to 1base end = start + len(reads[r].sequence) ...

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def countRandomBitFrequencies(numTerms = 100000, percentSparsity = 0.01): """Create a uniformly random counts matrix through sampling.""" # Accumulate counts by inplace-adding sparse matrices counts = SparseMatrix() size = 128*128 counts.resize(1, size) # Pre-allocate buffer sparse matrix sparseBitmap = ...

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def get_hoisted(dct, child_name): """Pulls all of a child's keys up to the parent, with the names unchanged.""" child = dct[child_name] del dct[child_name] dct.update(child) return dct

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def precompute_edge_matrices(adjacency, hparams): """Precompute the a_in and a_out tensors. (we don't want to add to the graph everytime _fprop is called) Args: adjacency: placeholder of real valued vectors of shape [B, L, L, E] hparams: HParams object Returns: edge_matrices: [batch, L * D, L * D] ...

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39.288889

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def absolute_error(y, y_pred): """Calculates the sum of the differences between target and prediction. Parameters: ----------- y : vector, shape (n_samples,) The target values. y_pred : vector, shape (n_samples,) The predicted values. Returns: -------- error : floa...

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21.52381

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def brozzler_worker(argv=None): ''' Main entry point for brozzler, gets sites and pages to brozzle from rethinkdb, brozzles them. ''' argv = argv or sys.argv arg_parser = argparse.ArgumentParser( prog=os.path.basename(argv[0]), formatter_class=BetterArgumentDefaultsHelpFo...

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42.556962

18.126582

def delimit(values, delimiter=', '): "Returns a list of tokens interleaved with the delimiter." toks = [] if not values: return toks if not isinstance(delimiter, (list, tuple)): delimiter = [delimiter] last = len(values) - 1 for i, value in enumerate(values): toks.app...

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20.315789

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def get(self, digest, chunk_size=1024 * 128): """ Return the contents of a blob :param digest: the hex digest of the blob to return :param chunk_size: the size of the chunks returned on each iteration :return: generator returning chunks of data """ return self.co...

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41.1

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def getRandomWithMods(inputSpace, maxChanges): """ Returns a random selection from the inputSpace with randomly modified up to maxChanges number of bits. """ size = len(inputSpace) ind = np.random.random_integers(0, size-1, 1)[0] value = copy.deepcopy(inputSpace[ind]) if maxChanges == 0: return valu...

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26.846154

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def bibString(self, maxLength = 1000, WOSMode = False, restrictedOutput = False, niceID = True): """Makes a string giving the Record as a bibTex entry. If the Record is of a journal article (`PT J`) the bibtext type is set to `'article'`, otherwise it is set to `'misc'`. The ID of the entry is the WOS number an...

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53.591549

35.492958

def predict(self, temp_type): """ Transpile the predict method. Parameters ---------- :param temp_type : string The kind of export type (embedded, separated, exported). Returns ------- :return : string The transpiled predict metho...

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39.532258

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def stationary_distribution(self): r""" Compute stationary distribution of hidden states if possible. Raises ------ ValueError if the HMM is not stationary """ assert _tmatrix_disconnected.is_connected(self._Tij, strong=False), \ 'No unique stationary distri...

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38.25

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def fetch_captcha_store(self, name, value, attrs=None, generator=None): """ Fetches a new CaptchaStore This has to be called inside render """ try: reverse('captcha-image', args=('dummy',)) except NoReverseMatch: raise ImproperlyConfigured('Make su...

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41.578947

23.263158

def dump(self, fp=sys.stdout, **kwargs): """ Serialize this keymap as a JSON formatted stream to the *fp*. Arguments: fp: A ``.write()``-supporting file-like object to write the generated JSON to (default is ``sys.stdout``). **kwargs: Options to be passed into :f...

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39.363636

15.545455

def _next_lowest_integer(group_keys): """ returns the lowest available integer in a set of dict keys """ try: #TODO Replace with max default value when dropping compatibility with Python < 3.4 largest_int= max([ int(val) for val in group_keys if _is_int(val)]) except: largest_int= 0 ...

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37.555556

19.111111

def create_source(srcdir, preload_image, datapusher=False): """ Copy ckan source, datapusher source (optional), who.ini and schema.xml from preload image into srcdir """ try: docker.web_command( command='/bin/cp -a /project/ckan /project_target/ckan', rw={srcdir: '/pr...

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35.148148

16.259259

def create_small_thumbnail(self, token, item_id): """ Create a 100x100 small thumbnail for the given item. It is used for preview purpose and displayed in the 'preview' and 'thumbnails' sidebar sections. :param token: A valid token for the user in question. :type token: ...

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40.15

17.05

def create(cls, object_type=None, object_uuid=None, **kwargs): """Create a new deposit identifier. :param object_type: The object type (Default: ``None``) :param object_uuid: The object UUID (Default: ``None``) :param kwargs: It contains the pid value. """ assert 'pid_va...

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45.727273

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def bearing(self, format='numeric'): """Calculate bearing between locations in segments. Args: format (str): Format of the bearing string to return Returns: list of list of float: Groups of bearings between points in segments """ bearings...

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29.764706

18

def rc2poly(kr, r0=None): """convert reflection coefficients to prediction filter polynomial :param k: reflection coefficients """ # Initialize the recursion from .levinson import levup p = len(kr) #% p is the order of the prediction polynomial. a = numpy.array([1, kr[0]]) ...

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23.266667

24.833333

def _build_query(self, table, tree, visitor): """ Build a scan/query from a statement """ kwargs = {} index = None if tree.using: index_name = kwargs["index"] = tree.using[1] index = table.get_index(index_name) if tree.where: constraints = Cons...

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46.431818

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def dnsrepr2names(x): """ Take as input a DNS encoded string (possibly compressed) and returns a list of DNS names contained in it. If provided string is already in printable format (does not end with a null character, a one element list is returned). Result is a list. """ res = [] ...

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30.193548

17.032258

def generate(data, dimOrder, maxWindowSize, overlapPercent, transforms = []): """ Generates a set of sliding windows for the specified dataset. """ # Determine the dimensions of the input data width = data.shape[dimOrder.index('w')] height = data.shape[dimOrder.index('h')] # Generate the windows return gene...

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35.363636

19.181818

def write_bus_data(self, file): """ Writes bus data to an Excel spreadsheet. """ bus_sheet = self.book.add_sheet("Buses") for i, bus in enumerate(self.case.buses): for j, attr in enumerate(BUS_ATTRS): bus_sheet.write(i, j, getattr(bus, attr))

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37

11.375

def _get_view_result(view, raw_result, **kwargs): """ Get view results helper. """ if raw_result: return view(**kwargs) if kwargs: return Result(view, **kwargs) return view.result

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28.625

13.875

def sentences(self, nb=3, ext_word_list=None): """ Generate an array of sentences :example ['Lorem ipsum dolor sit amet.', 'Consectetur adipisicing eli.'] Keyword arguments: :param nb: how many sentences to return :param ext_word_list: a list of words you would like to h...

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34.285714

17.285714

def readonce(self, size = None): """ Read from current buffer. If current buffer is empty, returns an empty string. You can use `prepareRead` to read the next chunk of data. This is not a coroutine method. """ if self.eof: raise EOFError if se...

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34.095238

15.238095

def advanced_search(self, terms, relation=None, index=0, limit=25, **kwargs): """ Advanced search of track, album or artist. See `Search section of Deezer API <https://developers.deezer.com/api/search>`_ for search terms. :returns: a list of :class:`~deezer.resources.Resource` ...

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47.210526

27.105263

def get_lines(self): """因为历史列表动态更新,需要刷新""" self.lines = [] width = self.screen_width - 24 if self.state == 0: # 播放列表 for index, i in enumerate(self.win.playlist): line = i['title'] if len(i['title']) < width else i['title'][:width] ...

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42.377778

13.2

def search_lxc_bridges(): ''' Search which bridges are potentially available as LXC bridges CLI Example: .. code-block:: bash salt '*' lxc.search_lxc_bridges ''' bridges = __context__.get('lxc.bridges', None) # either match not yet called or no bridges were found # to handle ...

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31.88

18.36

def execute_and_reset( expr, params=None, scope=None, aggcontext=None, **kwargs ): """Execute an expression against data that are bound to it. If no data are bound, raise an Exception. Notes ----- The difference between this function and :func:`~ibis.pandas.core.execute` is that this functi...

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32.44898

22.387755

def create(cls, name, enabled=True, superuser=True): """ Create a new API Client. Once client is created, you can create a new password by:: >>> client = ApiClient.create('myclient') >>> print(client) ApiClient(name=myclient) >>> client.change_pas...

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32.913043

13.608696

def int_to_date(date): """ Convert an int of form yyyymmdd to a python date object. """ year = date // 10**4 month = date % 10**4 // 10**2 day = date % 10**2 return datetime.date(year, month, day)

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21.7

16.1

def read(self): "Connect to the feedback service and read all data." log.msg('APNSService read (connecting)') try: server, port = ((FEEDBACK_SERVER_SANDBOX_HOSTNAME if self.environment == 'sandbox' else FEEDBACK_SERVER_HOSTNAME), FEEDBACK_SERVER_PORT) ...

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39.8

19.8

def register_user(self, data): """ Parses input and register user """ error = False msg = "" email_re = re.compile( r"(^[-!#$%&'*+/=?^_`{}|~0-9A-Z]+(\.[-!#$%&'*+/=?^_`{}|~0-9A-Z]+)*" # dot-atom r'|^"([\001-\010\013\014\016-\037!#-\[\]-\177]|\\[\001-011\013\014\0...

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50.309091

27.763636

def generate_stack_policy_args(stack_policy=None): """ Converts a stack policy object into keyword args. Args: stack_policy (:class:`stacker.providers.base.Template`): A template object representing a stack policy. Returns: dict: A dictionary of keyword arguments to be used els...

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35.92

22.16

def label_from_instance(self, obj): """ Create labels which represent the tree level of each node when generating option labels. """ label = smart_text(obj) prefix = self.level_indicator * getattr(obj, obj._mptt_meta.level_attr) if prefix: return '%s %...

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35.2

12.6

def _get_closest_samp_num(self, ref_samp_num, start_test_samp_num): """ Return the closest testing sample number for the given reference sample number. Limit the search from start_test_samp_num. """ if start_test_samp_num >= self.n_test: raise ValueError('Invalid sta...

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37.181818

18.090909

def _remove_pre_formatting(self): """ Removes formatting tags added to pre elements. """ preformatted_wrappers = [ 'pre', 'code' ] for wrapper in preformatted_wrappers: for formatter in FORMATTERS: tag = FORMATTERS[form...

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31.7

16.6

def ip_v6(self) -> str: """Generate a random IPv6 address. :return: Random IPv6 address. :Example: 2001:c244:cf9d:1fb1:c56d:f52c:8a04:94f3 """ ipv6 = IPv6Address( self.random.randint( 0, 2 ** 128 - 1, ), ) retu...

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22.785714

16.857143

def _processHandler(self, securityHandler, param_dict): """proceses the handler and returns the cookiejar""" cj = None handler = None if securityHandler is None: cj = cookiejar.CookieJar() elif securityHandler.method.lower() == "token": param_dict['token']...

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44.875

9.875

def setOpts(self, **opts): """ Changes the behavior of the SpinBox. Accepts most of the arguments allowed in :func:`__init__ <pyqtgraph.SpinBox.__init__>`. """ #print opts for k in opts: if k == 'bounds': #print opts[k] ...

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35.759259

15.277778

def rpc_get_account_at(self, address, block_height, **con_info): """ Get the account's statuses at a particular block height. Returns the sequence of history states on success """ if not check_account_address(address): return {'error': 'Invalid address', 'http_status'...

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42

22.173913

def ContainsAddressStr(self, address): """ Determine if the wallet contains the address. Args: address (str): a string representing the public key. Returns: bool: True, if the address is present in the wallet. False otherwise. """ for key, contra...

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30.714286

18.571429

def VectorLen(self, off): """VectorLen retrieves the length of the vector whose offset is stored at "off" in this object.""" N.enforce_number(off, N.UOffsetTFlags) off += self.Pos off += encode.Get(N.UOffsetTFlags.packer_type, self.Bytes, off) ret = encode.Get(N.UOffs...

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41

17.888889

def compare_networks(self, other): """Compare two IP objects. This is only concerned about the comparison of the integer representation of the network addresses. This means that the host bits aren't considered at all in this method. If you want to compare host bits, you can ea...

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36.58

18.28

def objective_bounds(self): """ Return objective bounds Returns ------- lower : list of floats Lower boundaries for the objectives Upper : list of floats Upper boundaries for the objectives """ if self.ideal and self.nadir: ...

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23.947368

17.736842

def permissions(self, addr, permissions=None): """ Retrieve the permissions of the page at address `addr`. :param addr: address to get the page permissions :param permissions: Integer or BVV to optionally set page permissions to :return: AST representing the pe...

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49.285714

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def until_synced(self, timeout=None): """Return a tornado Future; resolves when all subordinate clients are synced""" futures = [r.until_synced(timeout) for r in dict.values(self.children)] yield tornado.gen.multi(futures, quiet_exceptions=tornado.gen.TimeoutError)

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def groups_archive(self, room_id, **kwargs): """Archives a private group, only if you’re part of the group.""" return self.__call_api_post('groups.archive', roomId=room_id, kwargs=kwargs)

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def quote_attrib(self, inStr): """ Transforms characters between xml notation and python notation. """ s1 = (isinstance(inStr, str) and inStr or '%s' % inStr) s1 = s1.replace('&', '&') s1 = s1.replace('<', '<') s1 = s1.replace('>', '>') ...

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def get_build_log_lines(self, project, build_id, log_id, start_line=None, end_line=None): """GetBuildLogLines. Gets an individual log file for a build. :param str project: Project ID or project name :param int build_id: The ID of the build. :param int log_id: The ID of the log fi...

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def set_sum_w2(self, w, ix, iy=0, iz=0): """ Sets the true number of entries in the bin weighted by w^2 """ if self.GetSumw2N() == 0: raise RuntimeError( "Attempting to access Sumw2 in histogram " "where weights were not stored") xl = s...

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def create(self, username, password): """ Create Token by given username and password. Authenticate user by given username and password. Returning a :class:`Token` object contains username and token that you should pass to the all requests (in X-TM-Username and X-TM-Key, respecti...

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def ListDirectoryAbsolute(directory): """Yields all files in the given directory. The paths are absolute.""" return (os.path.join(directory, path) for path in tf.io.gfile.listdir(directory))

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def gzip_compress(data): """ Compress a string. Same as gzip.compress in Python3. """ buf = BytesIO() with gzip.GzipFile(fileobj=buf, mode='wb') as fd: fd.write(data) return buf.getvalue()

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def clean(self): ''' Check if such an assignment configuration makes sense, and reject it otherwise. This mainly relates to interdependencies between the different fields, since single field constraints are already clatified by the Django model configuration. ''' ...

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def cortex_plot_colors(the_map, color=None, cmap=None, vmin=None, vmax=None, alpha=None, underlay='curvature', mask=None): ''' cortex_plot_colors(mesh, opts...) yields the cortex colors as a matrix of RGBA rows for the given mesh and options. The followi...

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def assoc(m, *args, **kw): ''' assoc(m, k1, v1, k2, v2...) yields a map equivalent to m without the arguments k1, k2, etc. associated with the values v1, v2, etc. If m is a mutable python dictionary, this is equivalent to using m[k] = v for all the given key-value pairs then returning m itself. If m...

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def _set_information(self, v, load=False): """ Setter method for information, mapped from YANG variable /routing_system/ip/dhcp/relay/information (container) If this variable is read-only (config: false) in the source YANG file, then _set_information is considered as a private method. Backends looki...

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def _rfc822(date): """Parse RFC 822 dates and times http://tools.ietf.org/html/rfc822#section-5 There are some formatting differences that are accounted for: 1. Years may be two or four digits. 2. The month and day can be swapped. 3. Additional timezone names are supported. 4. A default tim...

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def __updateJobResultsPeriodic(self): """ Periodic check to see if this is the best model. This should only have an effect if this is the *first* model to report its progress """ if self._isBestModelStored and not self._isBestModel: return while True: jobResultsStr = self._jobsDAO.j...

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def cartesian_product(parameter_dict, combined_parameters=()): """ Generates a Cartesian product of the input parameter dictionary. For example: >>> print cartesian_product({'param1':[1,2,3], 'param2':[42.0, 52.5]}) {'param1':[1,1,2,2,3,3],'param2': [42.0,52.5,42.0,52.5,42.0,52.5]} :param paramet...

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def getMd5Checksum(self): """ Returns the MD5 checksum for this reference set. This checksum is calculated by making a list of `Reference.md5checksum` for all `Reference`s in this set. We then sort this list, and take the MD5 hash of all the strings concatenated together. ...

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def save_model(self, path, output_format=None): """Save the :class:`pybel.BELGraph` using one of the outputs from :py:mod:`pybel` Parameters ---------- path : str The path to output to output_format : Optional[str] Output format as ``cx``, ``pickl...

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def consistent_shuffle(*lists): """ Shuffle lists consistently. Parameters ---------- *lists Variable length number of lists Returns ------- shuffled_lists : tuple of lists All of the lists are shuffled consistently Examples -------- >>> import mpu, random;...

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def rot1(angle, form='c'): """Euler rotation about first axis This computes the rotation matrix associated with a rotation about the first axis. It will output matrices assuming column or row format vectors. For example, to transform a vector from reference frame b to reference frame a: Column V...

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def to_text(self, digest, blob, mime_type): """Convert a file to plain text. Useful for full-text indexing. Returns a Unicode string. """ # Special case, for now (XXX). if mime_type.startswith("image/"): return "" cache_key = "txt:" + digest text = ...

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def cmd_as_file(cmd, *args, **kwargs): """Launch `cmd` and treat its stdout as a file object""" kwargs['stdout'] = subprocess.PIPE stdin = kwargs.pop('stdin', None) if isinstance(stdin, basestring): with tempfile.TemporaryFile() as stdin_file: stdin_file.write(stdin) stdi...

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def _advapi32_load_key(key_object, key_info, container): """ Loads a certificate, public key or private key into a Certificate, PublicKey or PrivateKey object via CryptoAPI :param key_object: An asn1crypto.x509.Certificate, asn1crypto.keys.PublicKeyInfo or asn1crypto.keys.PrivateKeyInfo...

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def geostatistical_prior_builder(pst, struct_dict,sigma_range=4, par_knowledge_dict=None,verbose=False): """ a helper function to construct a full prior covariance matrix using a mixture of geostastical structures and parameter bounds information. The covariance of parameter...

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def true_ces(subsystem, previous_state, next_state): """Set of all sets of elements that have true causes and true effects. .. note:: Since the true |CauseEffectStructure| is always about the full system, the background conditions don't matter and the subsystem should be conditioned on ...

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def _initialize_background(self): """Set up background state (zonal flow and PV gradients).""" self.H = self.Hi.sum() if np.asarray(self.U).ndim == 2: self.Ubg = self.U * np.ones((self.ny)) else: self.Ubg = np.expand_dims(self.U,axis=1) * np.ones((self.ny)) ...

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def clmixhess(obj, exe, arg1, arg2, delta=DELTA): """ Returns numerical mixed Hessian function of given class method with respect to two class attributes Input: obj, general object exe (str), name of object method arg1(str), name of object attribute arg2(str), name of ob...

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def _check_value(self, ovsrec_row, column_value): """ :type column_value: tuple of column and value_json """ column, value_json = column_value column_schema = ovsrec_row._table.columns[column] value = ovs.db.data.Datum.from_json( column_schema.type, value_json...

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def delete_vault(self, vault_id): """Deletes a ``Vault``. arg: vault_id (osid.id.Id): the ``Id`` of the ``Vault`` to remove raise: NotFound - ``vault_id`` not found raise: NullArgument - ``vault_id`` is ``null`` raise: OperationFailed - unable to complete r...

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