code: 
  
  
  
  import enum
  import inspect
  import warnings
  from functools import wraps
  from typing import Callable, Optional
  
  from .logging import get_logger
  
  
  __A       					=		set()
  __A       					=		get_logger(__name__)
  
  
  
  def  __a  (					lowerCAmelCase_     :      int = None       )   ->				Dict:
  
  
  
  
  
  
        '''simple docstring'''
  
  
  
        def decorator(lowerCAmelCase_     :      Optional[Any]       ):
              global _emitted_deprecation_warnings
  
              if inspect.isclass(lowerCAmelCase_       ):
                    UpperCAmelCase_=     deprecated_class_or_function.__init__
                    UpperCAmelCase_=     deprecated_class_or_function.__name__
              else:
                    UpperCAmelCase_=     deprecated_class_or_function
                    UpperCAmelCase_=     deprecated_function.__name__
                    # Support deprecating __init__ class method: class name instead
                    UpperCAmelCase_=     name if name != '''__init__''' else deprecated_function.__qualname__.split("""."""       )[-2]
  
              UpperCAmelCase_=     (
                  F"""{name} is deprecated and will be removed in the next major version of datasets.""" + F""" {help_message}"""
                  if help_message
                  else ''''''
              )
  
              @wraps(lowerCAmelCase_       )
              def wrapper(*lowerCAmelCase_     :      Union[str, Any]    ,**lowerCAmelCase_     :      int       ):
                    UpperCAmelCase_=     hash(lowerCAmelCase_       )
                    if func_hash not in _emitted_deprecation_warnings:
                          warnings.warn(lowerCAmelCase_    ,category=lowerCAmelCase_    ,stacklevel=2       )
                          _emitted_deprecation_warnings.add(lowerCAmelCase_       )
                    return deprecated_function(*lowerCAmelCase_    ,**lowerCAmelCase_       )
  
              UpperCAmelCase_=     '''deprecated'''
  
              if inspect.isclass(lowerCAmelCase_       ):
                    UpperCAmelCase_=     wrapper
                    return deprecated_class_or_function
              else:
                    return wrapper
  
        return decorator
  
  
  
  
  
  
  class 	lowercase		(				enum.EnumMeta):
  
  
  
  
  
  
   """simple docstring"""
  
  
   def __getattribute__(			cls			:		Dict		,						__UpperCAmelCase			:		int  )    ->				Tuple:
         UpperCAmelCase_=     super().__getattribute__(_snake_case  )
         if isinstance(_snake_case		,						enum.Enum  ) and obj._on_access:
               obj._on_access()
         return obj
  
  
  
  
   def __getitem__(			cls			:		Union[str, Any]		,						__UpperCAmelCase			:		Optional[int]  )    ->				Optional[Any]:
         UpperCAmelCase_=     super().__getitem__(_snake_case  )
         if member._on_access:
               member._on_access()
         return member
  
  
  
  
   def __call__(			cls			:		List[Any]		,						__UpperCAmelCase			:		Optional[Any]		,						__UpperCAmelCase			:		Optional[Any]=None		,						*, __UpperCAmelCase			:		Optional[int]=None		,						__UpperCAmelCase			:		Union[str, Any]=None		,						__UpperCAmelCase			:		Union[str, Any]=None		,						__UpperCAmelCase			:		Optional[Any]=1  )    ->				str:
         UpperCAmelCase_=     super().__call__(_snake_case		,						_snake_case		,						module=_snake_case		,						qualname=_snake_case		,						type=_snake_case		,						start=_snake_case  )
         if isinstance(_snake_case		,						enum.Enum  ) and obj._on_access:
               obj._on_access()
         return obj
  
  
  
  
  
  
  class 	lowercase		(				enum.Enum				,					metaclass=a_):
  
  
  
  
  
  
   """simple docstring"""
  
  
   def __new__(			cls			:		str		,						__UpperCAmelCase			:		Optional[int]  )    ->				List[Any]:
         UpperCAmelCase_=     object.__new__(cls  )
         UpperCAmelCase_=     value
         UpperCAmelCase_=     member.deprecate
         return member
  
  
  
  
   @property
   def 						_SCREAMING_SNAKE_CASE	(			self			:		Optional[Any]  )    ->				Optional[Any]:
         return ""
  
  
  
  
   def 						_SCREAMING_SNAKE_CASE	(			self			:		List[Any]  )    ->				List[Any]:
         UpperCAmelCase_=     F""" {self.help_message}""" if self.help_message else ''''''
         warnings.warn(
             F"""\'{self.__objclass__.__name__}\' is deprecated and will be removed in the next major version of datasets."""
             + help_message		,						_snake_case		,						stacklevel=3		,						)
  
  
  
  
  
style_context: 
  
  
  
  import copy
  from typing import Dict
  
  from ...generation.configuration_utils import GenerationConfig
  from ...utils import logging
  
  
  __A       					=		logging.get_logger(__name__)
  
  
  
  
  
  
  class 	lowercase		(				snake_case__):
  
  
  
  
  
  
  	"""simple docstring"""
  
  
  	a__   :      Optional[int]	     =							"semantic"
  
  
  
  
  	def __init__(			self			:		Any		,						__UpperCAmelCase			:		List[str]=10_000		,						__UpperCAmelCase			:		List[Any]=True		,						__UpperCAmelCase			:		int=768		,						__UpperCAmelCase			:		Dict=False		,						__UpperCAmelCase			:		str=False		,						__UpperCAmelCase			:		Optional[int]=False		,						__UpperCAmelCase			:		int=False		,						__UpperCAmelCase			:		Union[str, Any]=0.7		,						__UpperCAmelCase			:		Optional[Any]=True		,						__UpperCAmelCase			:		int=10_048		,						__UpperCAmelCase			:		Dict=129_595		,						__UpperCAmelCase			:		Optional[Any]=129_599		,						__UpperCAmelCase			:		Tuple=10_000		,						__UpperCAmelCase			:		List[Any]=256		,						__UpperCAmelCase			:		Union[str, Any]=49.9		,						**__UpperCAmelCase			:		Optional[Any]		,						)    ->				Tuple:
  							super().__init__(
  							    temperature=__UpperCAmelCase		,						do_sample=__UpperCAmelCase		,						eos_token_id=__UpperCAmelCase		,						renormalize_logits=__UpperCAmelCase		,						max_new_tokens=__UpperCAmelCase		,						output_scores=__UpperCAmelCase		,						return_dict_in_generate=__UpperCAmelCase		,						output_hidden_states=__UpperCAmelCase		,						output_attentions=__UpperCAmelCase		,						**__UpperCAmelCase		,						)
  
  							UpperCAmelCase_=     text_encoding_offset
  							UpperCAmelCase_=     text_pad_token
  							UpperCAmelCase_=     eos_token_id
  							UpperCAmelCase_=     semantic_infer_token
  							UpperCAmelCase_=     semantic_vocab_size
  							UpperCAmelCase_=     max_input_semantic_length
  							UpperCAmelCase_=     semantic_rate_hz
  
  
  
  
  
  
  class 	lowercase		(				snake_case__):
  
  
  
  
  
  
  	"""simple docstring"""
  
  
  	a__   :      Any	     =							"coarse_acoustics"
  
  
  
  
  	def __init__(			self			:		Union[str, Any]		,						__UpperCAmelCase			:		Optional[Any]=True		,						__UpperCAmelCase			:		Optional[int]=False		,						__UpperCAmelCase			:		Union[str, Any]=False		,						__UpperCAmelCase			:		List[str]=False		,						__UpperCAmelCase			:		Any=False		,						__UpperCAmelCase			:		Union[str, Any]=0.7		,						__UpperCAmelCase			:		List[Any]=True		,						__UpperCAmelCase			:		Optional[int]=12_048		,						__UpperCAmelCase			:		Optional[Any]=75		,						__UpperCAmelCase			:		str=2		,						__UpperCAmelCase			:		Optional[int]=12_050		,						__UpperCAmelCase			:		Union[str, Any]=256		,						__UpperCAmelCase			:		int = 630		,						__UpperCAmelCase			:		int = 60		,						**__UpperCAmelCase			:		int		,						)    ->				Union[str, Any]:
  							super().__init__(
  							    temperature=__UpperCAmelCase		,						do_sample=__UpperCAmelCase		,						renormalize_logits=__UpperCAmelCase		,						output_scores=__UpperCAmelCase		,						return_dict_in_generate=__UpperCAmelCase		,						output_hidden_states=__UpperCAmelCase		,						output_attentions=__UpperCAmelCase		,						**__UpperCAmelCase		,						)
  
  							UpperCAmelCase_=     coarse_semantic_pad_token
  							UpperCAmelCase_=     coarse_rate_hz
  							UpperCAmelCase_=     n_coarse_codebooks
  							UpperCAmelCase_=     coarse_infer_token
  							UpperCAmelCase_=     max_coarse_input_length
  							UpperCAmelCase_=     max_coarse_history
  							UpperCAmelCase_=     sliding_window_len
  
  
  
  
  
  
  class 	lowercase		(				snake_case__):
  
  
  
  
  
  
  	"""simple docstring"""
  
  
  	a__   :      Tuple	     =							"fine_acoustics"
  
  
  
  
  	def __init__(			self			:		Tuple		,						__UpperCAmelCase			:		Tuple=0.5		,						__UpperCAmelCase			:		Optional[Any]=512		,						__UpperCAmelCase			:		Optional[Any]=1_024		,						__UpperCAmelCase			:		List[str]=8		,						**__UpperCAmelCase			:		str		,						)    ->				Tuple:
  							super().__init__(temperature=__UpperCAmelCase  )
  
  							UpperCAmelCase_=     max_fine_history_length
  							UpperCAmelCase_=     max_fine_input_length
  							UpperCAmelCase_=     n_fine_codebooks
  
  
  
  
  
  
  class 	lowercase		(				snake_case__):
  
  
  
  
  
  
  	"""simple docstring"""
  
  
  	a__   :      Any	     =							"bark"
  	a__   :      List[str]	     =							True
  
  
  
  
  	def __init__(			self			:		List[str]		,						__UpperCAmelCase			:		Dict = None		,						__UpperCAmelCase			:		Dict = None		,						__UpperCAmelCase			:		Dict = None		,						__UpperCAmelCase			:		str=24_000		,						__UpperCAmelCase			:		List[str]=1_024		,						**__UpperCAmelCase			:		Optional[int]		,						)    ->				List[str]:
  							if semantic_config is None:
  													UpperCAmelCase_=     {}
  													logger.info("""semantic_config is None. initializing the semantic model with default values."""  )
  
  							if coarse_acoustics_config is None:
  													UpperCAmelCase_=     {}
  													logger.info("""coarse_acoustics_config is None. initializing the coarse model with default values."""  )
  
  							if fine_acoustics_config is None:
  													UpperCAmelCase_=     {}
  													logger.info("""fine_acoustics_config is None. initializing the fine model with default values."""  )
  
  							UpperCAmelCase_=     BarkSemanticGenerationConfig(**__UpperCAmelCase  )
  							UpperCAmelCase_=     BarkCoarseGenerationConfig(**__UpperCAmelCase  )
  							UpperCAmelCase_=     BarkFineGenerationConfig(**__UpperCAmelCase  )
  
  							UpperCAmelCase_=     sample_rate
  							UpperCAmelCase_=     codebook_size
  
  
  
  
  	@classmethod
  	def 						_SCREAMING_SNAKE_CASE	(			cls			:		str		,						__UpperCAmelCase			:		BarkSemanticGenerationConfig		,						__UpperCAmelCase			:		BarkCoarseGenerationConfig		,						__UpperCAmelCase			:		BarkFineGenerationConfig		,						**__UpperCAmelCase			:		Any		,						)    ->				Any:
  							return cls(
  							    semantic_config=semantic_config.to_dict()		,						coarse_acoustics_config=coarse_acoustics_config.to_dict()		,						fine_acoustics_config=fine_acoustics_config.to_dict()		,						**__UpperCAmelCase		,						)
  
  
  
  
  	def 						_SCREAMING_SNAKE_CASE	(			self			:		str  )    ->				Optional[Any]:
  							UpperCAmelCase_=     copy.deepcopy(self.__dict__  )
  
  							UpperCAmelCase_=     self.semantic_config.to_dict()
  							UpperCAmelCase_=     self.coarse_acoustics_config.to_dict()
  							UpperCAmelCase_=     self.fine_acoustics_config.to_dict()
  
  							UpperCAmelCase_=     self.__class__.model_type
  							return output
  
  
  
  
  