





"""simple docstring"""






from pathlib import Path

import fire
from tqdm import tqdm

def      __A   (      a_    :Optional[Any]="ro" ,							a_    :List[str]="en" ,							a_    :str="wmt16" ,							a_    :str=None)		->		None:
				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			:    Union[str, Any]      							=	datasets.load_dataset(a_ ,							a_)
				if save_dir is None:
								__a			:    Union[str, Any]      							=	F"""{dataset}-{pair}"""
				__a			:    List[Any]      							=	Path(a_)
				save_dir.mkdir(exist_ok=a_)

				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			:    Optional[int]      							=	'''val''' if split == '''validation''' else split
								__a			:    Tuple      							=	save_dir.joinpath(F"""{fn}.source""")
								__a			:    int      							=	save_dir.joinpath(F"""{fn}.target""")
								__a			:    str      							=	src_path.open('''w+''')
								__a			:    Tuple      							=	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			:    List[str]      							=	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)



"""simple docstring"""
import random

def 				_snake_case      (   __snake_case							:      List[Any]						, __snake_case							:      List[Any]						, __snake_case							:      int   ):




   """simple docstring"""







   _lowerCamelCase	:					List[str]   =		a[left_index]
   _lowerCamelCase	:					Dict   =		left_index + 1
   for j in range(left_index + 1						, __snake_case   ):
      if a[j] < pivot:
         _lowerCamelCase   ,    _lowerCamelCase	:					List[str]   =		a[i], a[j]
         i += 1
   _lowerCamelCase   ,    _lowerCamelCase	:					Optional[int]   =		a[i - 1], a[left_index]
   return i - 1

def 				_snake_case      (   __snake_case							:      Tuple						, __snake_case							:      List[str]						, __snake_case							:      List[str]   ):




   """simple docstring"""







   if left < right:
      _lowerCamelCase	:					Any   =		random.randint(__snake_case						, right - 1   )
      _lowerCamelCase   ,    _lowerCamelCase	:					Optional[Any]   =		(
          a[left],
          a[pivot],
      )  # switches the pivot with the left most bound
      _lowerCamelCase	:					List[str]   =		partition(__snake_case						, __snake_case						, __snake_case   )
      quick_sort_random(
          __snake_case						, __snake_case						, __snake_case   )  # recursive quicksort to the left of the pivot point
      quick_sort_random(
          __snake_case						, pivot_index + 1						, __snake_case   )  # recursive quicksort to the right of the pivot point

def 				_snake_case      (   ):




   """simple docstring"""







   _lowerCamelCase	:					Union[str, Any]   =		input("""Enter numbers separated by a comma:\n"""   ).strip()
   _lowerCamelCase	:					int   =		[int(__snake_case   ) for item in user_input.split(""","""   )]

   quick_sort_random(__snake_case						, 0						, len(__snake_case   )   )

   print(__snake_case   )


if __name__ == "__main__":
 main()

