



import copy
import re

class 							a__:
    lowercase__			=   """hp"""
    lowercase__			=   {}
    lowercase__			=   None







    @classmethod
    def       lowercase_	(				cls			:  Dict						,      __snake_case			:  Union[str, Any]						,      __snake_case			:  Optional[Any]     ):
      a						: Optional[int]					       =					prefix
      a						: List[str]					       =					defaults
      cls.build_naming_info()







    @staticmethod
    def       lowercase_	(				__snake_case			:  Optional[int]						,      __snake_case			:  Tuple     ):
      if len(__snake_case     ) == 0:
        return ""
      a						: Optional[Any]					       =					None
      if any(char.isdigit() for char in word     ):
        raise Exception(F"""Parameters should not contain numbers: \'{word}\' contains a number"""     )
      if word in info["short_word"]:
        return info["short_word"][word]
      for prefix_len in range(1						,      len(__snake_case     ) + 1     ):
        a						: Union[str, Any]					       =					word[:prefix_len]
        if prefix in info["reverse_short_word"]:
          continue
        else:
          a						: Tuple					       =					prefix
          break

      if short_word is None:
        # Paranoid fallback
        def int_to_alphabetic(__snake_case			:  Dict     ):
          a						: str					       =					''
          while integer != 0:
            a						: Optional[int]					       =					chr(ord('A'     ) + integer % 10     ) + s
            integer //= 10
          return s

        a						: Optional[Any]					       =					0
        while True:
          a						: Union[str, Any]					       =					word + '#' + int_to_alphabetic(__snake_case     )
          if sword in info["reverse_short_word"]:
            continue
          else:
            a						: Tuple					       =					sword
            break

      a						: Any					       =					short_word
      a						: List[Any]					       =					word
      return short_word







    @staticmethod
    def       lowercase_	(				__snake_case			:  Dict						,      __snake_case			:  List[Any]     ):
      a						: List[str]					       =					param_name.split('_'     )

      a						: Optional[Any]					       =					[TrialShortNamer.shortname_for_word(__snake_case						,      __snake_case     ) for word in words]

      # We try to create a separatorless short name, but if there is a collision we have to fallback
      # to a separated short name
      a						: int					       =					['', '_']

      for separator in separators:
        a						: Dict					       =					separator.join(__snake_case     )
        if shortname not in info["reverse_short_param"]:
          a						: Tuple					       =					shortname
          a						: Dict					       =					param_name
          return shortname

      return param_name







    @staticmethod
    def       lowercase_	(				__snake_case			:  Dict						,      __snake_case			:  Union[str, Any]     ):
      a						: Optional[Any]					       =					TrialShortNamer.shortname_for_key(__snake_case						,      __snake_case     )
      a						: Optional[Any]					       =					short_name
      a						: Tuple					       =					param_name







    @classmethod
    def       lowercase_	(				cls			:  Union[str, Any]     ):
      if cls.NAMING_INFO is not None:
        return

      a						: str					       =					{
          'short_word': {},
          'reverse_short_word': {},
          'short_param': {},
          'reverse_short_param': {},
      }

      a						: Optional[int]					       =					list(cls.DEFAULTS.keys()     )

      for k in field_keys:
        cls.add_new_param_name(__snake_case						,      __snake_case     )

      a						: List[str]					       =					info







    @classmethod
    def       lowercase_	(				cls			:  int						,      __snake_case			:  Union[str, Any]     ):
      cls.build_naming_info()
      assert cls.PREFIX is not None
      a						: Optional[int]					       =					[copy.copy(cls.PREFIX     )]

      for k, v in params.items():
        if k not in cls.DEFAULTS:
          raise Exception(F"""You should provide a default value for the param name {k} with value {v}"""     )
        if v == cls.DEFAULTS[k]:
          # The default value is not added to the name
          continue

        a						: Optional[Any]					       =					cls.NAMING_INFO['short_param'][k]

        if isinstance(__snake_case						,      __snake_case     ):
          a						: Union[str, Any]					       =					1 if v else 0

        a						: Optional[int]					       =					'' if isinstance(__snake_case						,      (int, float)     ) else '-'
        a						: Optional[int]					       =					F"""{key}{sep}{v}"""
        name.append(__snake_case     )

      return "_".join(__snake_case     )







    @classmethod
    def       lowercase_	(				cls			:  Optional[Any]						,      __snake_case			:  List[str]     ):
      a						: List[Any]					       =					repr[len(cls.PREFIX     ) + 1 :]
      if repr == "":
        a						: Optional[int]					       =					[]
      else:
        a						: List[str]					       =					repr.split('_'     )

      a						: Any					       =					{}

      for value in values:
        if "-" in value:
          a       ,     a						: Optional[int]					       =					value.split('-'     )
        else:
          a						: Any					       =					re.sub('[0-9.]'						,      ''						,      __snake_case     )
          a						: int					       =					float(re.sub('[^0-9.]'						,      ''						,      __snake_case     )     )

        a						: int					       =					cls.NAMING_INFO['reverse_short_param'][p_k]

        a						: Dict					       =					p_v

      for k in cls.DEFAULTS:
        if k not in parameters:
          a						: List[str]					       =					cls.DEFAULTS[k]

      return parameters




'''simple docstring'''






import copy

from ...configuration_utils import PretrainedConfig
from ...utils import logging


lowerCAmelCase: Any							=						logging.get_logger(__name__)

class 							a__( lowerCamelCase__     ):
    lowercase__			=   """encoder-decoder"""
    lowercase__			=   True







    def __init__(				self			:  Dict						,      **__snake_case			:  Union[str, Any]     ):
      super().__init__(**__snake_case     )
      assert (
          "encoder" in kwargs and "decoder" in kwargs
      ), "Config has to be initialized with encoder and decoder config"
      a						: List[str]					       =					kwargs.pop('encoder'     )
      a						: Optional[Any]					       =					encoder_config.pop('model_type'     )
      a						: Tuple					       =					kwargs.pop('decoder'     )
      a						: Optional[int]					       =					decoder_config.pop('model_type'     )

      from ..auto.configuration_auto import AutoConfig

      a						: Any					       =					AutoConfig.for_model(__snake_case						,      **__snake_case     )
      a						: Optional[int]					       =					AutoConfig.for_model(__snake_case						,      **__snake_case     )
      a						: Tuple					       =					True







    @classmethod
    def       lowercase_	(				cls			:  int						,      __snake_case			:  PretrainedConfig						,      __snake_case			:  PretrainedConfig						,      **__snake_case			:  Union[str, Any]     ):
      logger.info('Set `config.is_decoder=True` and `config.add_cross_attention=True` for decoder_config'     )
      a						: List[Any]					       =					True
      a						: Tuple					       =					True

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







    def       lowercase_	(				self			:  List[Any]     ):
      a						: int					       =					copy.deepcopy(self.__dict__     )
      a						: List[str]					       =					self.encoder.to_dict()
      a						: Optional[int]					       =					self.decoder.to_dict()
      a						: Optional[Any]					       =					self.__class__.model_type
      return output