





def 						__SCREAMING_SNAKE_CASE  (    UpperCamelCase__      ,      UpperCamelCase__      ,      UpperCamelCase__			)  ->    Optional[Any]:







   '''simple docstring'''

   if right <= left:
      return
   UpperCAmelCase       		=    UpperCAmelCase       		=    left
   UpperCAmelCase       		=    right
   UpperCAmelCase       		=    sorting[left]
   while i <= b:
      if sorting[i] < pivot:
         UpperCAmelCase		,      UpperCAmelCase       		=    sorting[i], sorting[a]
         a += 1
         i += 1
      elif sorting[i] > pivot:
         UpperCAmelCase		,      UpperCAmelCase       		=    sorting[i], sorting[b]
         b -= 1
      else:
         i += 1
   quick_sort_apartition(_A      ,      _A      ,      a - 1			)
   quick_sort_apartition(_A      ,      b + 1      ,      _A			)





def 						__SCREAMING_SNAKE_CASE  (    UpperCamelCase__      ,      UpperCamelCase__      ,      UpperCamelCase__			)  ->    Optional[int]:







   '''simple docstring'''

   if left < right:
      UpperCAmelCase       		=    lomuto_partition(_A      ,      _A      ,      _A			)
      quick_sort_lomuto_partition(_A      ,      _A      ,      pivot_index - 1			)
      quick_sort_lomuto_partition(_A      ,      pivot_index + 1      ,      _A			)





def 						__SCREAMING_SNAKE_CASE  (    UpperCamelCase__      ,      UpperCamelCase__      ,      UpperCamelCase__			)  ->    List[str]:







   '''simple docstring'''

   UpperCAmelCase       		=    sorting[right]
   UpperCAmelCase       		=    left
   for i in range(_A      ,      _A			):
      if sorting[i] < pivot:
         UpperCAmelCase		,      UpperCAmelCase       		=    sorting[i], sorting[store_index]
         store_index += 1
   UpperCAmelCase		,      UpperCAmelCase       		=    sorting[store_index], sorting[right]
   return store_index





def 						__SCREAMING_SNAKE_CASE  (    UpperCamelCase__			)  ->    Any:







   '''simple docstring'''

   if len(_A			) <= 1:
      return sorting
   return (
       three_way_radix_quicksort([i for i in sorting if i < sorting[0]]			)
       + [i for i in sorting if i == sorting[0]]
       + three_way_radix_quicksort([i for i in sorting if i > sorting[0]]			)
   )


if __name__ == "__main__":
    import doctest

    doctest.testmod(verbose=True)

    __A    :   Tuple          =       input("Enter numbers separated by a comma:\n").strip()
    __A    :   int          =       [int(item) for item in user_input.split(",")]
    quick_sort_apartition(unsorted, 0, len(unsorted) - 1)
    print(unsorted)










import copy

from ...configuration_utils import PretrainedConfig
from ...utils import logging
from ..auto.configuration_auto import AutoConfig


__A    :   Optional[int]          =       logging.get_logger(__name__)

class      A_	(a_      ):
	UpperCAmelCase__ =      '''speech-encoder-decoder'''
	UpperCAmelCase__ =      True
	def __init__(   self							, **_A		):






				'''simple docstring'''







				super().__init__(**_A		)
				if "encoder" not in kwargs or "decoder" not in kwargs:
							raise ValueError(
							    F"""A configuraton of type {self.model_type} cannot be instantiated because not both `encoder` and"""
							    F""" `decoder` sub-configurations are passed, but only {kwargs}"""		)

				UpperCAmelCase       		=    kwargs.pop('''encoder'''		)
				UpperCAmelCase       		=    encoder_config.pop('''model_type'''		)
				UpperCAmelCase       		=    kwargs.pop('''decoder'''		)
				UpperCAmelCase       		=    decoder_config.pop('''model_type'''		)

				UpperCAmelCase       		=    AutoConfig.for_model(_A							, **_A		)
				UpperCAmelCase       		=    AutoConfig.for_model(_A							, **_A		)
				UpperCAmelCase       		=    True
	@classmethod
	def 					_lowercase    (   cls							, _A							, _A							, **_A		):






				'''simple docstring'''







				logger.info('''Setting `config.is_decoder=True` and `config.add_cross_attention=True` for decoder_config'''		)
				UpperCAmelCase       		=    True
				UpperCAmelCase       		=    True

				return cls(encoder=encoder_config.to_dict()							, decoder=decoder_config.to_dict()							, **_A		)







	def 					_lowercase    (   self		):






				'''simple docstring'''







				UpperCAmelCase       		=    copy.deepcopy(self.__dict__		)
				UpperCAmelCase       		=    self.encoder.to_dict()
				UpperCAmelCase       		=    self.decoder.to_dict()
				UpperCAmelCase       		=    self.__class__.model_type
				return output



