"""simple docstring"""


def   __UpperCAmelCase     (	_snake_case		:       str,				_snake_case		:       Union[str, Any],				_snake_case		:       Optional[int]       ):
   _lowercase							     =       index
   _lowercase							     =       2 * index + 1
   _lowercase							     =       2 * index + 2
   if left_index < heap_size and unsorted[left_index] > unsorted[largest]:
      _lowercase							     =       left_index

   if right_index < heap_size and unsorted[right_index] > unsorted[largest]:
      _lowercase							     =       right_index

   if largest != index:
      _lowercase     ,  _lowercase							     =       unsorted[index], unsorted[largest]
      heapify(_snake_case,				_snake_case,				_snake_case       )


def   __UpperCAmelCase     (	_snake_case		:       List[str]       ):
   _lowercase							     =       len(_snake_case       )
   for i in range(n // 2 - 1,				-1,				-1       ):
      heapify(_snake_case,				_snake_case,				_snake_case       )
   for i in range(n - 1,				0,				-1       ):
      _lowercase     ,  _lowercase							     =       unsorted[i], unsorted[0]
      heapify(_snake_case,				0,				_snake_case       )
   return unsorted


if __name__ == "__main__":
  __UpperCamelCase       :    int         =		input("Enter numbers separated by a comma:\n").strip()
  __UpperCamelCase       :    Any         =		[int(item) for item in user_input.split(",")]
  print(heap_sort(unsorted))
"""simple docstring"""


from ..utils import DummyObject, requires_backends
class   UpperCAmelCase_	(				metaclass=lowercase__   ):
    snake_case_											=      ["""torch""", """transformers""", """k_diffusion"""]
    def __init__(	self			:       Optional[Any]   ,						*_lowercase			:       Optional[int]   ,						**_lowercase			:       List[str]		)						->    Dict:
       requires_backends(self   ,						["torch", "transformers", "k_diffusion"]		)
    @classmethod
    def 		_lowerCamelCase      (	cls			:       Union[str, Any]   ,						*_lowercase			:       Any   ,						**_lowercase			:       List[Any]		)						->    str:
       requires_backends(cls   ,						["torch", "transformers", "k_diffusion"]		)




    @classmethod
    def 		_lowerCamelCase      (	cls			:       Optional[Any]   ,						*_lowercase			:       List[Any]   ,						**_lowercase			:       Any		)						->    Any:
       requires_backends(cls   ,						["torch", "transformers", "k_diffusion"]		)