




# Lint as: python3

import hashlib
from typing import Union

def 					A      (				_SCREAMING_SNAKE_CASE   )     ->			bytes:
       if isinstance(SCREAMING_SNAKE_CASE_			,SCREAMING_SNAKE_CASE_   ):
              # Data already in bytes, returns as it as
              return hash_data
       elif isinstance(SCREAMING_SNAKE_CASE_			,SCREAMING_SNAKE_CASE_   ):
              # We keep the data as it as for it ot be later encoded to UTF-8
              # However replace `\\` with `/` for Windows compatibility
              lowerCamelCase       :				Optional[Any]      			= hash_data.replace("\\"			,"/"   )
       elif isinstance(SCREAMING_SNAKE_CASE_			,SCREAMING_SNAKE_CASE_   ):
              lowerCamelCase       :				Dict      			= str(SCREAMING_SNAKE_CASE_   )
       else:
              # If data is not of the required type, raise error
              raise InvalidKeyError(SCREAMING_SNAKE_CASE_   )

       return hash_data.encode("utf-8"   )




class 		UpperCamelCase__     (snake_case_					):

    '''simple docstring'''



    def __init__(   self					,  UpperCamelCase__					)					->				str:
           lowerCamelCase       :				Tuple      			= "\nFAILURE TO GENERATE DATASET: Invalid key type detected"
           lowerCamelCase       :				Dict      			= F'''\nFound Key {hash_data} of type {type(UpperCamelCase__					)}'''
           lowerCamelCase       :				str      			= "\nKeys should be either str, int or bytes type"
           super().__init__(F'''{self.prefix}{self.err_msg}{self.suffix}'''					)




class 		UpperCamelCase__     (snake_case_					):

    '''simple docstring'''



    def __init__(   self					,  UpperCamelCase__					,  UpperCamelCase__					,  UpperCamelCase__=""					)					->				str:
           lowerCamelCase       :				List[str]      			= key
           lowerCamelCase       :				str      			= duplicate_key_indices
           lowerCamelCase       :				Union[str, Any]      			= fix_msg
           lowerCamelCase       :				Any      			= "Found multiple examples generated with the same key"
           if len(UpperCamelCase__					) <= 20:
                  lowerCamelCase       :				List[Any]      			= F'''\nThe examples at index {", ".join(UpperCamelCase__					)} have the key {key}'''
           else:
                  lowerCamelCase       :				Any      			= F'''\nThe examples at index {", ".join(duplicate_key_indices[:20]					)}... ({len(UpperCamelCase__					) - 20} more) have the key {key}'''
           lowerCamelCase       :				str      			= "\n" + fix_msg if fix_msg else ""
           super().__init__(F'''{self.prefix}{self.err_msg}{self.suffix}'''					)




class 		UpperCamelCase__     :

    '''simple docstring'''



    def __init__(   self					,  UpperCamelCase__					)					->				str:
           lowerCamelCase       :				int      			= hashlib.mda(_as_bytes(UpperCamelCase__					)					)







    def    _lowercase					(   self					,  UpperCamelCase__					)					->				int:
           lowerCamelCase       :				List[str]      			= self._split_mda.copy()
           lowerCamelCase       :				int      			= _as_bytes(UpperCamelCase__					)
           mda.update(UpperCamelCase__					)
           # Convert to integer with hexadecimal conversion
           return int(mda.hexdigest()					,  16					)












import copy

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


SCREAMING_SNAKE_CASE__	:				int  =       logging.get_logger(__name__)




class 		UpperCamelCase__     (lowerCAmelCase__					):

    '''simple docstring'''



    lowerCamelCase_				:     str     					=				"""speech-encoder-decoder"""
    lowerCamelCase_				:     List[str]     					=				True







    def __init__(   self					,  **UpperCamelCase__					)					->				Dict:
           super().__init__(**UpperCamelCase__					)
           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}'''					)

           lowerCamelCase       :				Dict      			= kwargs.pop("encoder"					)
           lowerCamelCase       :				Tuple      			= encoder_config.pop("model_type"					)
           lowerCamelCase       :				int      			= kwargs.pop("decoder"					)
           lowerCamelCase       :				List[Any]      			= decoder_config.pop("model_type"					)

           lowerCamelCase       :				str      			= AutoConfig.for_model(UpperCamelCase__					,  **UpperCamelCase__					)
           lowerCamelCase       :				str      			= AutoConfig.for_model(UpperCamelCase__					,  **UpperCamelCase__					)
           lowerCamelCase       :				Tuple      			= True







    @classmethod
    def    _lowercase					(   cls					,  UpperCamelCase__					,  UpperCamelCase__					,  **UpperCamelCase__					)					->				PretrainedConfig:
           logger.info("Setting `config.is_decoder=True` and `config.add_cross_attention=True` for decoder_config"					)
           lowerCamelCase       :				Dict      			= True
           lowerCamelCase       :				Union[str, Any]      			= True

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







    def    _lowercase					(   self					)					->				Tuple:
           lowerCamelCase       :				Tuple      			= copy.deepcopy(self.__dict__					)
           lowerCamelCase       :				Optional[int]      			= self.encoder.to_dict()
           lowerCamelCase       :				List[str]      			= self.decoder.to_dict()
           lowerCamelCase       :				Dict      			= self.__class__.model_type
           return output






