'''simple docstring'''
import random





def  __lowerCamelCase       (      _UpperCamelCase  :  Union[str, Any]							,    _UpperCamelCase  :  int					):


      '''simple docstring'''


      UpperCAmelCase_      ,		UpperCAmelCase_      ,		UpperCAmelCase_            =  [], [], []
      for element in data:
            if element < pivot:
                  less.append(_UpperCAmelCase					)
            elif element > pivot:
                  greater.append(_UpperCAmelCase					)
            else:
                  equal.append(_UpperCAmelCase					)
      return less, equal, greater





def  __lowerCamelCase       (      _UpperCamelCase  :  List[Any]							,    _UpperCamelCase  :  Optional[int]					):


      '''simple docstring'''


      if index >= len(_UpperCAmelCase					) or index < 0:
            return None

      UpperCAmelCase_            =  items[random.randint(0							,    len(_UpperCAmelCase					) - 1					)]
      UpperCAmelCase_            =  0
      UpperCAmelCase_      ,		UpperCAmelCase_      ,		UpperCAmelCase_            =  _partition(_UpperCAmelCase							,    _UpperCAmelCase					)
      UpperCAmelCase_            =  len(_UpperCAmelCase					)
      UpperCAmelCase_            =  len(_UpperCAmelCase					)

      # index is the pivot
      if m <= index < m + count:
            return pivot
      # must be in smaller
      elif m > index:
            return quick_select(_UpperCAmelCase							,    _UpperCAmelCase					)
      # must be in larger
      else:
            return quick_select(_UpperCAmelCase							,    index - (m + count)					)






'''simple docstring'''
lowercase__  :      Union[str, Any]        =					"\n# Transformers 설치 방법\n! pip install transformers datasets\n# 마지막 릴리스 대신 소스에서 설치하려면, 위 명령을 주석으로 바꾸고 아래 명령을 해제하세요.\n# ! pip install git+https://github.com/huggingface/transformers.git\n"

lowercase__  :      str        =					[{"type": "code", "content": INSTALL_CONTENT}]
lowercase__  :      Any        =					{
    "{processor_class}": "FakeProcessorClass",
    "{model_class}": "FakeModelClass",
    "{object_class}": "FakeObjectClass",
}





