content
stringlengths
22
815k
id
int64
0
4.91M
def is_fouling_team_in_penalty(event): """Returns True if fouling team over the limit, else False""" fouls_to_give_prior_to_foul = event.previous_event.fouls_to_give[event.team_id] return fouls_to_give_prior_to_foul == 0
5,340,000
def is_img_id_valid(img_id): """ Checks if img_id is valid. """ t = re.sub(r'[^a-z0-9_:\-\.]', '', img_id, re.IGNORECASE) t = re.sub(r'\.+', '.', t) if img_id != t or img_id.count(':') != 1: return False profile, base_name = img_id.split(':', 1) if not profile or not base_name: ...
5,340,001
def lmc(wave, tau_v=1, **kwargs): """ Pei 1992 LMC extinction curve. :param wave: The wavelengths at which optical depth estimates are desired. :param tau_v: (default: 1) The optical depth at 5500\AA, used to normalize the attenuation curve. :returns tau: The optical d...
5,340,002
def minMax(xs): """Calcule le minimum et le maximum d'un tableau de valeur xs (non-vide !)""" min, max = xs[0], xs[0] for x in xs[1:]: if x < min: min = x elif x > max: max = x return min,max
5,340,003
def events(request): """Events""" # Get profile profile = request.user.profile # Get a QuerySet of events for this user events = Event.objects.filter(user=request.user) # Create a new paginator paginator = Paginator(events, profile.entries_per_page) # Make sure page request is an int,...
5,340,004
def print_describe(name: str, item: Any): """Print an item with a description, where the item is properly indented. Args: name (str): The name of the item to print. item (Any): The item to print, indented by one tab. """ print(f"{name}: ") print(textwrap.indent(str(item), "\t"))
5,340,005
def latent_posterior_factory(x: np.ndarray, y: np.ndarray) -> Tuple[Callable]: """Factory function that yields further functions to compute the log-posterior of the stochastic volatility model given parameters `x`. The factory also constructs functions for the gradient of the log-posterior and the Fisher ...
5,340,006
def update_build_configuration_set(id, **kwargs): """ Update a BuildConfigurationSet """ data = update_build_configuration_set_raw(id, **kwargs) if data: return utils.format_json(data)
5,340,007
def create_app(settings_override: Optional[dict]=None) -> Flask: """ Create a Flask app :param settings_override: any settings to override :return: flask app """ app = Flask(__name__, instance_relative_config=True) app.config.from_object('config.settings') app.config.from_pyfile('sett...
5,340,008
def compute_prefix_function(pattern): """ Computes the prefix array for KMP. :param pattern: :type pattern: str :return: """ m = len(pattern) prefixes = [0]*(m+1) i = 0 for q in range(2, m + 1): while i > 0 and pattern[i] != pattern[q - 1]: i = prefixes[...
5,340,009
def binary_indicator(states, actions, rewards, next_states, contexts, termination_epsilon=1e-4, offset=0, epsilon=1e-10, state_indices=None, ...
5,340,010
def sigmoid(num): """ Find the sigmoid of a number. :type number: number :param number: The number to find the sigmoid of :return: The result of the sigmoid :rtype: number >>> sigmoid(1) 0.7310585786300049 """ # Return the calculated value return 1 / (1 + math...
5,340,011
def print_version(ctx, param, value): """Print out the version of opsdroid that is installed.""" if not value or ctx.resilient_parsing: return click.echo("opsdroid {version}".format(version=__version__)) ctx.exit(0)
5,340,012
def list_lattices(device_name: str = None, num_qubits: int = None, connection: ForestConnection = None): """ Query the Forest 2.0 server for its knowledge of lattices. Optionally filters by underlying device name and lattice qubit count. :return: A dictionary keyed on lattice names a...
5,340,013
def read_vec_flt_ark(file_or_fd): """ generator(key,vec) = read_vec_flt_ark(file_or_fd) Create generator of (key,vector<float>) tuples, reading from an ark file/stream. file_or_fd : ark, gzipped ark, pipe or opened file descriptor. Read ark to a 'dictionary': d = { u:d for u,d in kaldi_io.read_...
5,340,014
def inflate_tilegrid( bmp_path=None, target_size=(3, 3), tile_size=None, transparent_index=None, bmp_obj=None, bmp_palette=None, ): """ inflate a TileGrid of ``target_size`` in tiles from a 3x3 spritesheet by duplicating the center rows and columns. :param Optional[str] bmp_path...
5,340,015
def mark_ballot_stuffing_delta(row, i, rows, duplicate_threshold, random_order_threshold): """ Modifies the list elements in place adding a smelly attribute to each row dictionary that is equal to the searched row within a timedelta Added ran...
5,340,016
def get_name_and_version(requirements_line: str) -> tuple[str, ...]: """Get the name a version of a package from a line in the requirement file.""" full_name, version = requirements_line.split(" ", 1)[0].split("==") name_without_extras = full_name.split("[", 1)[0] return name_without_extras, version
5,340,017
def test_required_parameters_provided_valid_inputs(): """ Unit test to check the required_parameters_provided function with valid inputs """ parameters = {} keys = [] required_parameters_provided( parameters=parameters, keys=keys )
5,340,018
def _compute_eval_stats(params, batch, model, pad_id): """Computes pre-training task predictions and stats. Args: params: Model state (parameters). batch: Current batch of examples. model: The model itself. Flax separates model state and architecture. ...
5,340,019
def tail_conversation(conversation): """ Yield lines from the backlog of the specified conversation. Yields an empty string when EOF is encountered, but will keep trying. This is based on this clever SO answer: http://stackoverflow.com/a/1703997 """ with open(os.path.join(MESSAGE_DIR, conversati...
5,340,020
def validateTextFile(fileWithPath): """ Test if a file is a plain text file and can be read :param fileWithPath(str): File Path :return: """ try: file = open(fileWithPath, "r", encoding=locale.getpreferredencoding(), errors="strict") # Read only a couple of lines in the f...
5,340,021
def get_title(filename="test.html"): """Read the specified file and load it into BeautifulSoup. Return the title tag """ with open(filename, "r") as my_file: file_string = my_file.read() file_soup = BeautifulSoup(file_string, 'html.parser') #find all of the a tags with href attribut...
5,340,022
def make_job_files_public(jobs): """Given a list of jobs from the db, make their result files publicly readble. """ for job in jobs: for mimetype, url in job['results'].iteritems(): make_job_file_public(url)
5,340,023
def is_valid_dump_key(dump_key): """ True if the `dump_key` is in the valid format of "database_name/timestamp.dump" """ regexmatch = re.match( r'^[\w-]+/\d{4}_\d{2}_\d{2}_\d{2}_\d{2}_\d{2}_\d+\.\w+\.dump$', dump_key, ) return regexmatch
5,340,024
def GetProfileAtAngle( imdata, xc,yc, angle, radius, width=1 ): """ Returns a 1D profile cut through an image at specified angle, extending to specified radius. Note: this is designed to imitate pvect, so angles are measured CCW from +x axis! This function uses IRAF coordinates (1-based, x = co...
5,340,025
def gen_dict_extract(key: str, var: Union[Dict[str, Any], List[Any]]) -> Generator[Any, None, None]: """A generator that extracts all values in a nested dict with the given key. Args: key: The key we are looking for. var: The target dictionary (maybe a list during the recur...
5,340,026
async def test_light(opp, rfxtrx_automatic): """Test light entities.""" rfxtrx = rfxtrx_automatic entity_id = "binary_sensor.x10_security_motion_detector_a10900_32" await rfxtrx.signal(EVENT_LIGHT_DETECTOR_LIGHT) assert opp.states.get(entity_id).state == "on" await rfxtrx.signal(EVENT_LIGHT_D...
5,340,027
def create_out_dir_name(params): """ Create output directory name for the experiment based on the current date and time. Args: params (dict): The parameters of the experiment. Returns: str: The path to the output directory. """ current_timestamp = timestamp() out_dir ...
5,340,028
def extract_axon_and_myelin_masks_from_image_data(image_data): """ Returns the binary axon and myelin masks from the image data. :param image_data: the image data that contains the 8-bit greyscale data, with over 200 (usually 255 if following the ADS convention) being axons, 100 to 200 (usually 127 if f...
5,340,029
async def app( jupyter: MockJupyter, cachemachine: MockCachemachine ) -> AsyncIterator[FastAPI]: """Return a configured test application. Wraps the application in a lifespan manager so that startup and shutdown events are sent during test execution. Notes ----- This must depend on the Jupy...
5,340,030
def main(): """ Main - program execute """ print (str(datetime.datetime.now()) + ' Starting ...') datadir = 'C:/Dev/covid-19-vic-au/' processXlsx(datadir) print (str(datetime.datetime.now()) + ' Finished!') exit()
5,340,031
def create_mne_array(recording, ch_names=None): """ Populate a full mne raw array object with information. Parameters ---------- lfp_odict : bvmpc.lfp_odict.LfpODict The lfp_odict object to convert to numpy data. ch_names : List of str, Default None Optional. What to name the mn...
5,340,032
def expand_advanced(var, vars_, nounset, indirect, environ, var_symbol): """Expand substitution.""" if len(vars_) == 0: raise MissingClosingBrace(var) if vars_[0] == "-": return expand_default( var, vars_[1:], set_=False, nounset=nounset, ...
5,340,033
def overlap(n2, lamda_g, gama): """ Calculates the 1/Aeff (M) from the gamma given. The gamma is supposed to be measured at lamda_g (in many cases we assume that is the same as where the dispersion is measured at). """ M = gama / (n2*(2*pi/lamda_g)) return M
5,340,034
def fill_none(pre_made_replays_list): """Fill none and reformat some fields in a pre-made replays list. :param pre_made_replays_list: pre-made replays list from ballchasing.com. :return: formatted list. """ for replay in pre_made_replays_list: if replay["region"] is None: replay...
5,340,035
def main(args): """ Main function of script :param :args: args from command line :return: None """ username = args.username if args.username != '' else input( 'Username [> ') file_name = username.lower() + '.api' if os.path.exists(file_name): data = ih.load_da...
5,340,036
def parse_args_from_str(arg_str, arg_defs): # , context=None): """ Args: args_str (str): argument string, optionally comma-separated arg_defs (tuple): list of argument definitions context (dict, optional): When passed, the arguments are parsed for ``$(var_name)`` macros, ...
5,340,037
def test_nb_regression_ini_setting_init(testdir): """Test the nb_regression fixture is initialised with the config file settings.""" testdir.makeini( r""" [pytest] nb_exec_cwd = {path} nb_exec_allow_errors = True nb_exec_timeout = 100 nb_diff_use_color = True ...
5,340,038
def model_evaluation( data_loader, ml_model_name, ml_model, smiles_dictionary, max_length_smiles, device_to_use, ): """ Evaluation per batch of a pytorch machine learning model. Parameters ---------- data_loader : torch.utils.data The training data as seen by Pytorch...
5,340,039
def compSeq(s1, s2, lineL=50): """Print two sequences showing mismatches. Parameters ---------- s1, s2 : str Strings representing aligned AA or NT sequences lineL : int Wrap line at lineL""" lineN = int(np.ceil(min(len(s1), len(s2))/lineL)) count = 0 samecount = 0 ou...
5,340,040
def reverse_dict2(d): """Reverses direction of dependence dict >>> d = {'a': (1, 2), 'b': (2, 3), 'c':()} >>> reverse_dict(d) # doctest: +SKIP {1: ('a',), 2: ('a', 'b'), 3: ('b',)} :note: dict order are not deterministic. As we iterate on the input dict, it make the output of this functio...
5,340,041
def setup(argv): """ Setup the fido2 database :return: """ db_path, encryption_key = handle_args(argv, "pe", ["db-path=", "encryption-key="]) connection = get_db_connection(db_path, encryption_key) cursor = connection.cursor() sql_command = """...
5,340,042
def Flip(p, y='Y', n='N'): """Returns y with probability p; otherwise n.""" return y if random.random() <= p else n
5,340,043
def plot_soma(ax, soma, plane='xy', soma_outline=True, linewidth=_LINEWIDTH, color=None, alpha=_ALPHA): """Generates a 2d figure of the soma. Args: ax(matplotlib axes): on what to plot soma(neurom.core.Soma): plotted soma plane(str): Any pair of...
5,340,044
def prepare(): """Prepare the database (create needed tables, indices, etc.).""" con = connect() with con: con.execute( """ CREATE TABLE IF NOT EXISTS characters ( name string primary key, attack int, defense int ) ...
5,340,045
def test_projected_cov_calc(lorenz_dataset): """Test the project_cross_cov_mats function by also directly projecting the data.""" rng = np.random.RandomState(20200226) T, d, X, _, _ = lorenz_dataset X = X[:, :3] N = 3 d = 2 T = 6 V = init_coef(N, d, rng, 'random_ortho') tV = torc...
5,340,046
def show_status(): """prints out "_ " or the letter itself from the current_capital_upper if it is in the used_letters list""" global current_capital_upper global current_country global used_letters global life current_life() if life == 1: print("\nOh! It's the capital of %s\n!" ...
5,340,047
def resolve_avicenna(d): """ .. todo:: WRITEME """ import pylearn2.datasets.avicenna return pylearn2.config.checked_call(pylearn2.datasets.avicenna.Avicenna,d)
5,340,048
def sub_to_db(sub, add_area=True, area_srid=3005, wkt=True, wkb=False, as_multi=True, to_disk=False, procs=1, engine=None): """ Convert the object to a SQLite database. Returns the |db| module exposin...
5,340,049
def delete_keys(session, keys): """Removes list of key classes from data store args: session: Active database session keys: list of key classes returns: nothing """ _delete(session, keys) session.commit()
5,340,050
def T_autoignition_methods(CASRN): """Return all methods available to obtain T_autoignition for the desired chemical. Parameters ---------- CASRN : str CASRN, [-] Returns ------- methods : list[str] Methods which can be used to obtain T_autoignition with the given input...
5,340,051
def parse_config2(filename=None): """ https://docs.python.org/3.5/library/configparser.html :param filename: filename to parse config :return: config_parse result """ _config = configparser.ConfigParser(allow_no_value=True) if filename: # ConfigParser does not create a file if it d...
5,340,052
def test_lsp_type_serialization() -> None: """ LSP spec names are camel case while Python conventions are to use snake case. """ class MyLspType(lsp_types.LspModel): snake_case_name: int optional: Optional[int] spec_compatible: Dict = {"snakeCaseName": 0} v1 = MyLspType(snake_...
5,340,053
def masa(jd, place): """Returns lunar month and if it is adhika or not. 1 = Chaitra, 2 = Vaisakha, ..., 12 = Phalguna""" ti = tithi(jd, place)[0] critical = sunrise(jd, place)[0] # - tz/24 ? last_new_moon = new_moon(critical, ti, -1) next_new_moon = new_moon(critical, ti, +1) this_solar_month = raasi(...
5,340,054
def sigma(s): """The probablity a normal variate will be `<s` sigma from the mean. Parameters ---------- s : float The number of sigma from the mean. Returns ------- p : float The probability that a value within +/-s would occur. """ from scipy.special import erf r...
5,340,055
def addneq_parse_residualline(line: str) -> dict: """ Parse en linje med dagsløsningsresidualer fra en ADDNEQ-fil. Udtræk stationsnavn, samt retning (N/E/U), spredning og derefter et vilkårligt antal døgnresidualer. En serie linjer kan se således ud: GESR N 0.07 0.02 -0....
5,340,056
async def threadsafe_async_pipe(queue: Queue, async_queue: asyncio.Queue, event: Event): """Checks the formal threadsafe queue for a message then places it on the async_queue Args: queue: async_queue: event: The kill event """ while True and not event.is_set(): try:...
5,340,057
def extract_header(file_path): """ Loads the header from a PSG-type file at path 'file_path'. Returns: dictionary of header information """ fname = os.path.split(os.path.abspath(file_path))[-1] _, ext = os.path.splitext(fname) load_func = _EXT_TO_LOADER[ext[1:]] header = load_fu...
5,340,058
def get_xsd_schema(url): """Request the XSD schema from DOV webservices and return it. Parameters ---------- url : str URL of the XSD schema to download. Returns ------- xml : bytes The raw XML data of this XSD schema as bytes. """ response = HookRunner.execute_inj...
5,340,059
def get_char_pmi(data): """ 获取 pmi :param data: :return: """ print('get_char_pmi') model = kenlm.LanguageModel('../software/kenlm/test.bin') res = [] for line in data: words = line.strip().split() length = len(words) words.append('\n') i = 0 pm...
5,340,060
def fahrenheit_to_celsius(fahrenheit): """Convert a Fahrenheit temperature to Celsius.""" return (fahrenheit - 32.0) / 1.8
5,340,061
def test_insert_sort_on_one_item_list(): """Test insert sort with single item list.""" from insert import insert_sort assert insert_sort([5]) == [5]
5,340,062
def sample_blocks(num_layers, num_approx): """Generate approx block permutations by sampling w/o replacement. Leave the first and last blocks as ReLU""" perms = [] for _ in range(1000): perms.append(sorted(random.sample(list(range(0,num_layers)), num_approx))) # Remove duplicates perms.s...
5,340,063
def test_installed_no_source(): """ test wusa.installed without passing source """ with pytest.raises(SaltInvocationError) as excinfo: wusa.installed(name="KB123456", source=None) assert excinfo.exception.strerror == 'Must specify a "source" file to install'
5,340,064
def reviewer_actions(org, repo, output_file_prefix, pr_count): """ Generate metrics for tier reviewer groups, and general contributors Will collect tier reviewer teams from the github org Tier reviewer teams will read from settings file, and default to what SatelliteQE uses """ for repo_name in re...
5,340,065
def save_visualization(segmentation, original_image, path_to_output, alpha=0.5): """ Saves the visualization as png in the specified fied path. """ f = plt.figure() a = f.add_subplot(131) a.imshow(original_image, cmap='gray') a.set_title('image') a = f.add_subplot(132) a.imshow(...
5,340,066
def adjacent_values(vals, q1, q3): """Helper function for violinplot visualisation (courtesy of https://matplotlib.org/gallery/statistics/customized_violin.html#sphx-glr-gallery-statistics-customized-violin-py) """ upper_adjacent_value = q3 + (q3 - q1) * 1.5 upper_adjacent_value = np.clip(upper_adja...
5,340,067
async def test_get_weather_no_forecast_data(hass, coordinator_config): """Test missing forecast data.""" session = Mock() response = Mock() response.status = HTTPStatus.OK mock_response_json = {} response.json = AsyncMock(return_value=mock_response_json) session.get = AsyncMock(return_value=...
5,340,068
def l2_first_moment(freq, n_trials, weights): """Return the first raw moment of the squared l2-norm of a vector (f-p), where `f` is an MLE estimate of the `p` parameter of the multinomial distribution with `n_trials`.""" return (np.einsum("aiai,ai->", weights, freq) - np.einsum("aiaj,ai,aj->", weigh...
5,340,069
def sigmoid(x: float, a: float = 1, b: float = 1, shift: float = 0) -> float: """ Sigmoid function represented by b * \frac{1}{1 + e^{-a * (x - shift)}}} Args: x (float): Input x a (float, optional): Rate of inflection. Defaults to 1. b (float, optional): Difference of lowest to hig...
5,340,070
def db_credentials(): """Load creds and returns dict of postgres keyword arguments.""" creds = load_json('creds.json') return { 'host': creds['db_host'], 'user': creds['db_username'], 'password': creds['db_password'], 'database': creds['db_database'] }
5,340,071
def generate_corpus_output( cfg, docL, tfidfL ): """ Generate a list of OutputRecords where the number of key words is limited to the cfg.corpusKeywordCount highest scoring terms. (i.e. cfg.usePerDocWordCount == False) """ outL = [] # for the cfg.corpusKeyWordCount highest scoring keywords...
5,340,072
def test_top_level_overrides_environment_markers(PipenvInstance): """Top-level environment markers should take precedence. """ with PipenvInstance() as p: with open(p.pipfile_path, 'w') as f: contents = """ [packages] apscheduler = "*" funcsigs = {version = "*", os_name = "== 'splashwear...
5,340,073
def expand(directory: str) -> str: """Apply expanduser and expandvars to directory to expand '~' and env vars.""" temp1 = os.path.expanduser(directory) return os.path.expandvars(temp1)
5,340,074
def test_apply_colormap(): """Basic test of silx.math.colormap.apply_colormap""" data = numpy.arange(256) expected_colors = numpy.empty((256, 4), dtype=numpy.uint8) expected_colors[:, :3] = numpy.arange(256, dtype=numpy.uint8).reshape(256, 1) expected_colors[:, 3] = 255 colors = colormap.apply_c...
5,340,075
def gather_ensemble_info(nmme_model): """Gathers ensemble information based on NMME model.""" # Number of ensembles in the forecast (ens_num) # Ensemble start index (ens_start) # Ensemble end index (ens_end) if nmme_model == "CFSv2": ens_num=24 ens_start=1 ens_end=24 eli...
5,340,076
def makedirs(pathname): """Create a directory, or make sure that the directory is world-writable""" # This is a workaround for promblem caused by the Rayonix software running # under a different user id on the Rayonix control computer, compared # to the beamline control computer, so directories created via NFS ...
5,340,077
def harmonic_fitter(progressions, J_thres=0.01): """ Function that will sequentially fit every progression with a simple harmonic model defined by B and D. The "B" value here actually corresponds to B+C for a near-prolate, or 2B for a prolate top. There are a number ...
5,340,078
def print_KruskalWallisH(div_calc): """ Compute the Kruskal-Wallis H-test for independent samples. A typical rule is that each group must have at least 5 measurements. """ calc = defaultdict(list) try: for k1, v1 in div_calc.iteritems(): for k2, v2 in v1.iteritems(): ...
5,340,079
def test_build_payload_xml_config(mock_pynxos_device_xml): """Build payload with list of commands (XML).""" mock_device = mock_pynxos_device_xml payload = mock_device.api._build_payload( ["logging history size 200"], method="cli_conf" ) xml_root = etree.fromstring(payload) api_method = x...
5,340,080
def visualize_roc_curves(prediction, target, output_dir, report_gt_feature_n_positives=50, style="seaborn-colorblind", fig_title="Feature ROC curves", dpi=500): """ ...
5,340,081
def test_get_last(): """ Check get_last returns a json with necessary fields """ route = GetLast() route_result = route.get(engine=ENGINE) assert check_api_result(route_result)
5,340,082
def display_solution(board): """Display the current state of the board (and count a solution).""" global _num_solutions _num_solutions += 1 if QUIET: return print('Solution {}:'.format(_num_solutions)) for i in range(0, len(board), TOTAL_WIDTH): print(''.join(c or ' ' for c in bo...
5,340,083
def _random_exptname(): """Generate randome expt name NNNNNNNN_NNNNNN, where N is any number 0..9""" r = ''.join(random.choice(string.digits) for _ in range(8)) r = r + '_' + ''.join(random.choice(string.digits) for _ in range(6)) return r
5,340,084
def remove_store(store_name): """ Deletes the named data store. :param store_name: :return: """ return get_data_engine().remove_store(store_name)
5,340,085
def rules_pyo3_fetch_remote_crates(): """This function defines a collection of repos and should be called in a WORKSPACE file""" maybe( http_archive, name = "rules_pyo3__cfg_if__1_0_0", url = "https://crates.io/api/v1/crates/cfg-if/1.0.0/download", type = "tar.gz", strip_...
5,340,086
def is_tracked_upstream(folder: Union[str, Path]) -> bool: """ Check if the current checked-out branch is tracked upstream. """ try: command = "git rev-parse --symbolic-full-name --abbrev-ref @{u}" subprocess.run( command.split(), stderr=subprocess.PIPE, ...
5,340,087
def limit_checkins_per_user(checkins: list, num_checkins_per_user: int, random_seed=1): """ Limit for each user a maximum number of check-ins by randomly select check-ins. Parameters ---------- checkins: list list of check-ins num_checkins_per_user: int max number of check-ins p...
5,340,088
def expect_exit_code(step, exit_code): """Expect the exit code to be a certain integer""" assert step.context.exit_code == exit_code, ( "Actual exit code was: {}\n".format(step.context.exit_code) + "stdout from radish run: '{}':\n".format(" ".join(step.context.command)) + step.context.st...
5,340,089
async def main() -> None: """Show example on controlling your LaMetric device.""" # Create a alert notification, with 3 message frames. # First frame is a text, the second is a goal, last one # shows a chart. Additionally, the WIN notification sound # is played. notification = Notification( ...
5,340,090
def display_overview(ticker: str): """Alpha Vantage stock ticker overview Parameters ---------- ticker : str Fundamental analysis ticker symbol """ df_fa = av_model.get_overview(ticker) if df_fa.empty: console.print("No API calls left. Try me later", "\n") return ...
5,340,091
def getCharacterFilmography(characterID, charIF, charDF, movieIF, movieKF, personIF, personKF, limit=None): """Build a filmography list for the specified characterID.""" try: ifptr = open(charIF, 'rb') except IOError, e: import warnings warnings.warn('Unab...
5,340,092
def sqrt_fixed_full(x, config, is_training=True, causal=True): """Full attention matrix with sqrt decomposition.""" bsize = x.shape[0] query, key, value = attention.get_qkv(x, x, x, hidden_size=config.model_size, num_heads=config.num_heads, ...
5,340,093
def mcf_from_row(row, gene_to_dcid_list): """Generate data mcf from each row of the dataframe""" gene = row['Gene name'] tissue = get_class_name(row['Tissue']) cell = get_class_name(row['Cell type']) expression = EXPRESSION_MAP[row['Level']] reliability = RELIABILITY_MAP[row['Reliability']] ...
5,340,094
def add_repo_information( pom, repo_url ): """Adds development maven repo to pom file so that the artifacts used are the development artifacts""" to_insert = """ <repositories> <repository> <id>checker-framework-repo</id> <url>%s</url> </r...
5,340,095
def loads(json_str, target=None): """ Shortcut for instantiating a new :class:`JSONDecoder` and calling the :func:`from_json_str` function. .. seealso:: For more information you can look at the doc of :func:`JSONDecoder.from_json_str`. """ return _decoder.from_json_str(json_str, target)
5,340,096
def discover(discover_system: bool = True) -> Discovery: """ Discover capabilities offered by this extension. """ logger.info("Discovering capabilities from aws-az-failure-chaostoolkit") discovery = initialize_discovery_result( "aws-az-failure-chaostoolkit", __version__, "aws" ) dis...
5,340,097
def generate_feed(videos, baseurl, root_path): """Creates feed from items from db""" fg = FeedGenerator() fg.load_extension('podcast') fg.title('My feed') fg.link(href=baseurl, rel='alternate') fg.description('Some description') fg.author({"name":"makovako", "email":"test@example.com"}) ...
5,340,098
def getter_nofancy(a, b, asarray=True, lock=None): """ A simple wrapper around ``getter``. Used to indicate to the optimization passes that the backend doesn't support fancy indexing. """ return getter(a, b, asarray=asarray, lock=lock)
5,340,099