


import pytest

from datasets.utils.sharding import _distribute_shards, _number_of_shards_in_gen_kwargs, _split_gen_kwargs





@pytest.mark.parametrize(
    "kwargs, expected" ,						[
        ({"num_shards": 0, "max_num_jobs": 1}, []),
        ({"num_shards": 1_0, "max_num_jobs": 1}, [range(1_0			)]),
        ({"num_shards": 1_0, "max_num_jobs": 1_0}, [range(__A ,						i + 1			) for i in range(1_0			)]),
        ({"num_shards": 1, "max_num_jobs": 1_0}, [range(1			)]),
        ({"num_shards": 1_0, "max_num_jobs": 3}, [range(0 ,						4			), range(4 ,						7			), range(7 ,						1_0			)]),
        ({"num_shards": 3, "max_num_jobs": 1_0}, [range(0 ,						1			), range(1 ,						2			), range(2 ,						3			)]),
    ] ,						)
def __UpperCAmelCase       (		__A ,						__A			)						->					List[str]:



       '''simple docstring'''





       UpperCAmelCase__										=     _distribute_shards(**__A			)
       assert out == expected





@pytest.mark.parametrize(
    "gen_kwargs, max_num_jobs, expected" ,						[
        ({"foo": 0}, 1_0, [{"foo": 0}]),
        ({"shards": [0, 1, 2, 3]}, 1, [{"shards": [0, 1, 2, 3]}]),
        ({"shards": [0, 1, 2, 3]}, 4, [{"shards": [0]}, {"shards": [1]}, {"shards": [2]}, {"shards": [3]}]),
        ({"shards": [0, 1]}, 4, [{"shards": [0]}, {"shards": [1]}]),
        ({"shards": [0, 1, 2, 3]}, 2, [{"shards": [0, 1]}, {"shards": [2, 3]}]),
    ] ,						)
def __UpperCAmelCase       (		__A ,						__A ,						__A			)						->					Optional[int]:



       '''simple docstring'''





       UpperCAmelCase__										=     _split_gen_kwargs(__A ,						__A			)
       assert out == expected






@pytest.mark.parametrize(
    "gen_kwargs, expected" ,						[
        ({"foo": 0}, 1),
        ({"shards": [0]}, 1),
        ({"shards": [0, 1, 2, 3]}, 4),
        ({"shards": [0, 1, 2, 3], "foo": 0}, 4),
        ({"shards": [0, 1, 2, 3], "other": (0, 1)}, 4),
        ({"shards": [0, 1, 2, 3], "shards2": [0, 1]}, RuntimeError),
    ] ,						)
def __UpperCAmelCase       (		__A ,						__A			)						->					Any:



       '''simple docstring'''





       if expected is RuntimeError:
              with pytest.raises(__A			):
                     _number_of_shards_in_gen_kwargs(__A			)
       else:
              UpperCAmelCase__										=     _number_of_shards_in_gen_kwargs(__A			)
              assert out == expected









import warnings

from ...utils import logging
from .image_processing_dpt import DPTImageProcessor


A      = logging.get_logger(__name__)


class     lowercase__  (					__SCREAMING_SNAKE_CASE		):






  def __init__(					self      :					Union[str, Any]		,						*_lowercase      :					Any		,						**_lowercase      :					Optional[int] ):




         """simple docstring"""







         warnings.warn(
             "The class DPTFeatureExtractor is deprecated and will be removed in version 5 of Transformers. Please"
             " use DPTImageProcessor instead."		,						_lowercase		,						)
         super().__init__(*_lowercase		,						**_lowercase )





