



'''simple docstring'''

from pathlib import Path

import fire
from tqdm import tqdm






def 		_snake_case		( _SCREAMING_SNAKE_CASE					:						str="ro"							,		_SCREAMING_SNAKE_CASE					:						int="en"							,		_SCREAMING_SNAKE_CASE					:						Union[str, Any]="wmt16"							,		_SCREAMING_SNAKE_CASE					:						Dict=None							)      ->						None:







	"""simple docstring"""
	try:
		import datasets
	except (ModuleNotFoundError, ImportError):
		raise ImportError("""run pip install datasets"""							)
	lowerCAmelCase   =     f'{src_lang}-{tgt_lang}'
	print(f'Converting {dataset}-{pair}'							)
	lowerCAmelCase   =     datasets.load_dataset(_SCREAMING_SNAKE_CASE							,		_SCREAMING_SNAKE_CASE							)
	if save_dir is None:
		lowerCAmelCase   =     f'{dataset}-{pair}'
	lowerCAmelCase   =     Path(_SCREAMING_SNAKE_CASE							)
	save_dir.mkdir(exist_ok=_SCREAMING_SNAKE_CASE							)

	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
		lowerCAmelCase   =     """val""" if split == """validation""" else split
		lowerCAmelCase   =     save_dir.joinpath(f'{fn}.source'							)
		lowerCAmelCase   =     save_dir.joinpath(f'{fn}.target'							)
		lowerCAmelCase   =     src_path.open("""w+"""							)
		lowerCAmelCase   =     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]							):
			lowerCAmelCase   =     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'''

def 		_snake_case		( _SCREAMING_SNAKE_CASE					:						list							)      ->						list:







	"""simple docstring"""

	if len(_SCREAMING_SNAKE_CASE							) < 2:
		return collection

	def circle_sort_util(_SCREAMING_SNAKE_CASE					:						list							,		_SCREAMING_SNAKE_CASE					:						int							,		_SCREAMING_SNAKE_CASE					:						int							) -> bool:
		lowerCAmelCase   =     False

		if low == high:
			return swapped

		lowerCAmelCase   =     low
		lowerCAmelCase   =     high

		while left < right:
			if collection[left] > collection[right]:
				lowerCAmelCase,       lowerCAmelCase   =     (
				    collection[right],
				    collection[left],
				)
				lowerCAmelCase   =     True

			left += 1
			right -= 1

		if left == right and collection[left] > collection[right + 1]:
			lowerCAmelCase,       lowerCAmelCase   =     (
			    collection[right + 1],
			    collection[left],
			)

			lowerCAmelCase   =     True

		lowerCAmelCase   =     low + int((high - low) / 2							)
		lowerCAmelCase   =     circle_sort_util(_SCREAMING_SNAKE_CASE							,		_SCREAMING_SNAKE_CASE							,		_SCREAMING_SNAKE_CASE							)
		lowerCAmelCase   =     circle_sort_util(_SCREAMING_SNAKE_CASE							,		mid + 1							,		_SCREAMING_SNAKE_CASE							)

		return swapped or left_swap or right_swap

	lowerCAmelCase   =     True

	while is_not_sorted is True:
		lowerCAmelCase   =     circle_sort_util(_SCREAMING_SNAKE_CASE							,		0							,		len(_SCREAMING_SNAKE_CASE							) - 1							)

	return collection


if __name__ == "__main__":
				UpperCAmelCase     		=   input('Enter numbers separated by a comma:\n').strip()
				UpperCAmelCase     		=   [int(item) for item in user_input.split(',')]
				print(circle_sort(unsorted))