


'''simple docstring'''



import copy
from typing import Dict

from ...generation.configuration_utils import GenerationConfig
from ...utils import logging


__UpperCAmelCase     :int												=  logging.get_logger(__name__)



class       a							(						_a			):


     """simple docstring"""






     SCREAMING_SNAKE_CASE			:					Any				  =  "semantic"

     def __init__(							self	:						Optional[Any]				,					snake_case	:						Optional[int]=1_0000				,					snake_case	:						List[str]=True				,					snake_case	:						List[Any]=768				,					snake_case	:						Union[str, Any]=False				,					snake_case	:						Any=False				,					snake_case	:						int=False				,					snake_case	:						Any=False				,					snake_case	:						Any=0.7				,					snake_case	:						Optional[Any]=True				,					snake_case	:						int=1_0048				,					snake_case	:						Any=12_9595				,					snake_case	:						List[Any]=12_9599				,					snake_case	:						Optional[Any]=1_0000				,					snake_case	:						Any=256				,					snake_case	:						Any=49.9				,					**snake_case	:						List[Any]				,					)		->				Tuple:
          super().__init__(
              temperature=snake_case				,					do_sample=snake_case				,					eos_token_id=snake_case				,					renormalize_logits=snake_case				,					max_new_tokens=snake_case				,					output_scores=snake_case				,					return_dict_in_generate=snake_case				,					output_hidden_states=snake_case				,					output_attentions=snake_case				,					**snake_case				,					)

          __UpperCAmelCase      :					Tuple    				=     text_encoding_offset
          __UpperCAmelCase      :					Tuple    				=     text_pad_token
          __UpperCAmelCase      :					List[Any]    				=     eos_token_id
          __UpperCAmelCase      :					Optional[Any]    				=     semantic_infer_token
          __UpperCAmelCase      :					int    				=     semantic_vocab_size
          __UpperCAmelCase      :					List[str]    				=     max_input_semantic_length
          __UpperCAmelCase      :					int    				=     semantic_rate_hz



class       a							(						_a			):


     """simple docstring"""






     SCREAMING_SNAKE_CASE			:					List[str]				  =  "coarse_acoustics"

     def __init__(							self	:						int				,					snake_case	:						List[Any]=True				,					snake_case	:						Optional[Any]=False				,					snake_case	:						Optional[Any]=False				,					snake_case	:						List[Any]=False				,					snake_case	:						Any=False				,					snake_case	:						Dict=0.7				,					snake_case	:						str=True				,					snake_case	:						Optional[Any]=1_2048				,					snake_case	:						int=75				,					snake_case	:						List[str]=2				,					snake_case	:						Optional[Any]=1_2050				,					snake_case	:						Any=256				,					snake_case	:						int = 630				,					snake_case	:						int = 60				,					**snake_case	:						Any				,					)		->				Optional[int]:
          super().__init__(
              temperature=snake_case				,					do_sample=snake_case				,					renormalize_logits=snake_case				,					output_scores=snake_case				,					return_dict_in_generate=snake_case				,					output_hidden_states=snake_case				,					output_attentions=snake_case				,					**snake_case				,					)

          __UpperCAmelCase      :					Any    				=     coarse_semantic_pad_token
          __UpperCAmelCase      :					Any    				=     coarse_rate_hz
          __UpperCAmelCase      :					Optional[int]    				=     n_coarse_codebooks
          __UpperCAmelCase      :					int    				=     coarse_infer_token
          __UpperCAmelCase      :					int    				=     max_coarse_input_length
          __UpperCAmelCase      :					List[str]    				=     max_coarse_history
          __UpperCAmelCase      :					Dict    				=     sliding_window_len



class       a							(						_a			):


     """simple docstring"""






     SCREAMING_SNAKE_CASE			:					List[str]				  =  "fine_acoustics"

     def __init__(							self	:						int				,					snake_case	:						Optional[int]=0.5				,					snake_case	:						Union[str, Any]=512				,					snake_case	:						Dict=1024				,					snake_case	:						str=8				,					**snake_case	:						str				,					)		->				int:
          super().__init__(temperature=snake_case     )

          __UpperCAmelCase      :					List[str]    				=     max_fine_history_length
          __UpperCAmelCase      :					List[Any]    				=     max_fine_input_length
          __UpperCAmelCase      :					Any    				=     n_fine_codebooks



class       a							(						_a			):


     """simple docstring"""






     SCREAMING_SNAKE_CASE			:					Dict				  =  "bark"
     SCREAMING_SNAKE_CASE			:					List[str]				  =  True

     def __init__(							self	:						List[str]				,					snake_case	:						Dict = None				,					snake_case	:						Dict = None				,					snake_case	:						Dict = None				,					snake_case	:						Dict=2_4000				,					snake_case	:						Tuple=1024				,					**snake_case	:						Dict				,					)		->				List[str]:
          if semantic_config is None:
               __UpperCAmelCase      :					Optional[int]    				=     {}
               logger.info('''semantic_config is None. initializing the semantic model with default values.'''     )

          if coarse_acoustics_config is None:
               __UpperCAmelCase      :					int    				=     {}
               logger.info('''coarse_acoustics_config is None. initializing the coarse model with default values.'''     )

          if fine_acoustics_config is None:
               __UpperCAmelCase      :					Tuple    				=     {}
               logger.info('''fine_acoustics_config is None. initializing the fine model with default values.'''     )

          __UpperCAmelCase      :					Dict    				=     BarkSemanticGenerationConfig(**snake_case     )
          __UpperCAmelCase      :					Optional[Any]    				=     BarkCoarseGenerationConfig(**snake_case     )
          __UpperCAmelCase      :					Optional[Any]    				=     BarkFineGenerationConfig(**snake_case     )

          __UpperCAmelCase      :					Optional[Any]    				=     sample_rate
          __UpperCAmelCase      :					Any    				=     codebook_size

     @classmethod
     def 					lowerCamelCase__					(							cls	:						List[str]				,					snake_case	:						BarkSemanticGenerationConfig				,					snake_case	:						BarkCoarseGenerationConfig				,					snake_case	:						BarkFineGenerationConfig				,					**snake_case	:						Dict				,					)		->				List[str]:
          return cls(
              semantic_config=semantic_config.to_dict()				,					coarse_acoustics_config=coarse_acoustics_config.to_dict()				,					fine_acoustics_config=fine_acoustics_config.to_dict()				,					**snake_case				,					)






     def 					lowerCamelCase__					(							self	:						Union[str, Any]     )		->				List[Any]:
          __UpperCAmelCase      :					Union[str, Any]    				=     copy.deepcopy(self.__dict__     )

          __UpperCAmelCase      :					List[Any]    				=     self.semantic_config.to_dict()
          __UpperCAmelCase      :					Optional[int]    				=     self.coarse_acoustics_config.to_dict()
          __UpperCAmelCase      :					str    				=     self.fine_acoustics_config.to_dict()

          __UpperCAmelCase      :					str    				=     self.__class__.model_type
          return output



'''simple docstring'''



def       _a      (		_lowercase   :      list    ):





     '''simple docstring'''






     if len(_lowercase    ) <= 1:
          return data
     else:
          return [
              *quick_sort([e for e in data[1:] if e <= data[0]]    ),
              data[0],
              *quick_sort([e for e in data[1:] if e > data[0]]    ),
          ]


if __name__ == "__main__":
      import doctest

      doctest.testmod()