



from ...configuration_utils import PretrainedConfig
from ...utils import logging


UpperCAmelCase      :							Union[str, Any]							       =logging.get_logger(__name__)

UpperCAmelCase      :							Dict							       ={
    """alibaba-damo/mgp-str-base""": """https://huggingface.co/alibaba-damo/mgp-str-base/resolve/main/config.json""",
}


class 					_lowercase      (a_					):
				'''simple docstring'''







				lowercase__        =  """mgp-str"""

				def __init__(       self   ,       snake_case__=[32, 128]   ,       snake_case__=4   ,       snake_case__=3   ,       snake_case__=27   ,       snake_case__=38   ,       snake_case__=5_0257   ,       snake_case__=3_0522   ,       snake_case__=768   ,       snake_case__=12   ,       snake_case__=12   ,       snake_case__=4.0   ,       snake_case__=True   ,       snake_case__=False   ,       snake_case__=1e-5   ,       snake_case__=0.0   ,       snake_case__=0.0   ,       snake_case__=0.0   ,       snake_case__=False   ,       snake_case__=0.02   ,       **snake_case__   ,       ):

									'''simple docstring'''


									super().__init__(**__a			)

									UpperCamelCase_						     =      image_size
									UpperCamelCase_						     =      patch_size
									UpperCamelCase_						     =      num_channels
									UpperCamelCase_						     =      max_token_length
									UpperCamelCase_						     =      num_character_labels
									UpperCamelCase_						     =      num_bpe_labels
									UpperCamelCase_						     =      num_wordpiece_labels
									UpperCamelCase_						     =      hidden_size
									UpperCamelCase_						     =      num_hidden_layers
									UpperCamelCase_						     =      num_attention_heads
									UpperCamelCase_						     =      mlp_ratio
									UpperCamelCase_						     =      distilled
									UpperCamelCase_						     =      layer_norm_eps
									UpperCamelCase_						     =      drop_rate
									UpperCamelCase_						     =      qkv_bias
									UpperCamelCase_						     =      attn_drop_rate
									UpperCamelCase_						     =      drop_path_rate
									UpperCamelCase_						     =      output_aa_attentions
									UpperCamelCase_						     =      initializer_range





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": 10, "max_num_jobs": 1}, [range(10  )]),
        ({"num_shards": 10, "max_num_jobs": 10}, [range(_lowerCamelCase				, i + 1  ) for i in range(10  )]),
        ({"num_shards": 1, "max_num_jobs": 10}, [range(1  )]),
        ({"num_shards": 10, "max_num_jobs": 3}, [range(0				, 4  ), range(4				, 7  ), range(7				, 10  )]),
        ({"num_shards": 3, "max_num_jobs": 10}, [range(0				, 1  ), range(1				, 2  ), range(2				, 3  )]),
    ]				, )
def 				A				(					_lowerCamelCase				, _lowerCamelCase  ):





							'''simple docstring'''




							_lowerCAmelCase     :							List[Any]    =    _distribute_shards(**_lowerCamelCase  )
							assert out == expected






@pytest.mark.parametrize(
    "gen_kwargs, max_num_jobs, expected"				, [
        ({"foo": 0}, 10, [{"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 				A				(					_lowerCamelCase				, _lowerCamelCase				, _lowerCamelCase  ):





							'''simple docstring'''




							_lowerCAmelCase     :							Optional[int]    =    _split_gen_kwargs(_lowerCamelCase				, _lowerCamelCase  )
							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 				A				(					_lowerCamelCase				, _lowerCamelCase  ):





							'''simple docstring'''




							if expected is RuntimeError:
														with pytest.raises(_lowerCamelCase  ):
																					_number_of_shards_in_gen_kwargs(_lowerCamelCase  )
							else:
														_lowerCAmelCase     :							Optional[int]    =    _number_of_shards_in_gen_kwargs(_lowerCamelCase  )
														assert out == expected
