



"""simple docstring"""

from __future__ import annotations

import typing
from collections.abc import Iterable

import numpy as np

lowercase__					:						int												=			typing.Union[Iterable[float], Iterable[int], np.ndarray]  # noqa: UP007
lowercase__					:						Optional[Any]												=			typing.Union[np.floataa, int, float]  # noqa: UP007




def __lowercase    (							_a	,    _a					):
    return np.sqrt(np.sum((np.asarray(_a					) - np.asarray(_a					)) ** 2					)					)




def __lowercase    (							_a	,    _a					):
    return sum((va - va) ** 2 for va, va in zip(_a	,    _a					)					) ** (1 / 2)


if __name__ == "__main__":




     def __lowercase    (							):
         from timeit import timeit

         print('''Without Numpy'''					)
         print(
             timeit(
                 '''euclidean_distance_no_np([1, 2, 3], [4, 5, 6])'''	,    number=10_000	,    globals=globals()	,    )					)
         print('''With Numpy'''					)
         print(
             timeit(
                 '''euclidean_distance([1, 2, 3], [4, 5, 6])'''	,    number=10_000	,    globals=globals()	,    )					)






     benchmark()










"""simple docstring"""

from argparse import ArgumentParser

from datasets.commands.convert import ConvertCommand
from datasets.commands.dummy_data import DummyDataCommand
from datasets.commands.env import EnvironmentCommand
from datasets.commands.run_beam import RunBeamCommand
from datasets.commands.test import TestCommand
from datasets.utils.logging import set_verbosity_info




def __lowercase    (							_a					):
    return {key.lstrip('''-'''					): value for key, value in zip(unknown_args[::2]	,    unknown_args[1::2]					)}




def __lowercase    (							):
    snake_case_				:  List[str]       =			ArgumentParser(
        '''HuggingFace Datasets CLI tool'''	,    usage='''datasets-cli <command> [<args>]'''	,    allow_abbrev=_a					)
    snake_case_				:  List[Any]       =			parser.add_subparsers(help='''datasets-cli command helpers'''					)
    set_verbosity_info()

    # Register commands
    ConvertCommand.register_subcommand(_a					)
    EnvironmentCommand.register_subcommand(_a					)
    TestCommand.register_subcommand(_a					)
    RunBeamCommand.register_subcommand(_a					)
    DummyDataCommand.register_subcommand(_a					)

    # Parse args
    snake_case_,			snake_case_				:  Optional[Any]       =			parser.parse_known_args()
    if not hasattr(_a	,    '''func'''					):
        parser.print_help()
        exit(1					)
    snake_case_				:  Optional[int]       =			parse_unknown_args(_a					)

    # Run
    snake_case_				:  Optional[int]       =			args.func(_a	,    **_a					)
    service.run()


if __name__ == "__main__":
     main()





