



from pathlib import Path

import fire
from tqdm import tqdm

def      lowerCAmelCase_					(  _lowercase    :       str="ro"						,       _lowercase    :       List[str]="en"						,       _lowercase    :       Union[str, Any]="wmt16"						,       _lowercase    :       Optional[int]=None)							->	None:







			"""simple docstring"""
			try:
						import datasets
			except (ModuleNotFoundError, ImportError):
						raise ImportError("""run pip install datasets""")
			a__       :						int							=  F'''{src_lang}-{tgt_lang}'''
			print(F'''Converting {dataset}-{pair}''')
			a__       :						Optional[Any]							=  datasets.load_dataset(_lowercase						,       _lowercase)
			if save_dir is None:
						a__       :						List[str]							=  F'''{dataset}-{pair}'''
			a__       :						Tuple							=  Path(_lowercase)
			save_dir.mkdir(exist_ok=_lowercase)

			for split in ds.keys():
						print(F'''Splitting {split} with {ds[split].num_rows} records''')

						# to save to val.source, val.target like summary datasets
						a__       :						Any							=  """val""" if split == """validation""" else split
						a__       :						List[Any]							=  save_dir.joinpath(F'''{fn}.source''')
						a__       :						Optional[int]							=  save_dir.joinpath(F'''{fn}.target''')
						a__       :						str							=  src_path.open("""w+""")
						a__       :						Dict							=  tgt_path.open("""w+""")

						# reader is the bottleneck so writing one record at a time doesn't slow things down
						for x in tqdm(ds[split]):
									a__       :						Optional[Any]							=  x["""translation"""]
									src_fp.write(ex[src_lang] + """\n""")
									tgt_fp.write(ex[tgt_lang] + """\n""")

			print(F'''Saved {dataset} dataset to {save_dir}''')


if __name__ == "__main__":
							fire.Fire(download_wmt_dataset)









import warnings

from ...utils import logging
from .image_processing_mobilevit import MobileViTImageProcessor


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

class        snake_case__    (A__		):







						"""simple docstring"""




						def __init__(       self ,       *__lowercase ,       **__lowercase  ) ->				None:
									"""simple docstring"""




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




