

'''simple docstring'''
import random


def 	_lowerCAmelCase (						_UpperCamelCase						:					Optional[Any]							,			_UpperCamelCase						:					Dict							,			_UpperCamelCase						:					Tuple    )				->      List[str]:
     """simple docstring"""




     _SCREAMING_SNAKE_CASE							   =a[left_index]
     _SCREAMING_SNAKE_CASE							   =left_index + 1
     for j in range(left_index + 1							,			_UpperCamelCase    ):
          if a[j] < pivot:
               _SCREAMING_SNAKE_CASE   ,						_SCREAMING_SNAKE_CASE							   =a[i], a[j]
               i += 1
     _SCREAMING_SNAKE_CASE   ,						_SCREAMING_SNAKE_CASE							   =a[i - 1], a[left_index]
     return i - 1


def 	_lowerCAmelCase (						_UpperCamelCase						:					Optional[int]							,			_UpperCamelCase						:					Union[str, Any]							,			_UpperCamelCase						:					Dict    )				->      int:
     """simple docstring"""




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


def 	_lowerCAmelCase (						)				->      List[str]:
     """simple docstring"""




     _SCREAMING_SNAKE_CASE							   =input('Enter numbers separated by a comma:\n'    ).strip()
     _SCREAMING_SNAKE_CASE							   =[int(_UpperCamelCase    ) for item in user_input.split(','    )]

     quick_sort_random(_UpperCamelCase							,			0							,			len(_UpperCamelCase    )    )

     print(_UpperCamelCase    )


if __name__ == "__main__":
     main()



'''simple docstring'''
import warnings


warnings.warn(
    "memory_utils has been reorganized to utils.memory. Import `find_executable_batchsize` from the main `__init__`: "
    "`from accelerate import find_executable_batch_size` to avoid this warning.",
    FutureWarning,
)
