

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


_lowerCamelCase								=logging.get_logger(__name__)

_lowerCamelCase								={
    "google/pegasus-x-base": "https://huggingface.co/google/pegasus-x-base/resolve/main/config.json",
    "google/pegasus-x-large": "https://huggingface.co/google/pegasus-x-large/resolve/main/config.json",
    # See all PEGASUS-X models at https://huggingface.co/models?filter=pegasus-x
}



class 		a_	(							lowerCamelCase_					):



      """simple docstring"""







      __UpperCAmelCase      		=				'pegasus_x'
      __UpperCAmelCase      		=				['past_key_values']
      __UpperCAmelCase      		=				{'num_attention_heads': 'encoder_attention_heads', 'hidden_size': 'd_model'}
      def __init__(				self					:							List[Any]      ,snake_case					:							Optional[int]=96103      ,snake_case					:							Optional[Any]=16384      ,snake_case					:							str=16      ,snake_case					:							str=4096      ,snake_case					:							Optional[Any]=16      ,snake_case					:							str=16      ,snake_case					:							str=4096      ,snake_case					:							Optional[int]=16      ,snake_case					:							str=0.0      ,snake_case					:							int=0.0      ,snake_case					:							List[str]=True      ,snake_case					:							Tuple=True      ,snake_case					:							Union[str, Any]="gelu"      ,snake_case					:							Optional[int]=1024      ,snake_case					:							Optional[int]=0.1      ,snake_case					:							Union[str, Any]=0.0      ,snake_case					:							int=0.0      ,snake_case					:							Union[str, Any]=0.02      ,snake_case					:							Dict=0      ,snake_case					:							Union[str, Any]=True      ,snake_case					:							str=0      ,snake_case					:							Union[str, Any]=1      ,snake_case					:							int=1      ,snake_case					:							Optional[int]=32      ,snake_case					:							int=512      ,snake_case					:							Optional[Any]=True      ,**snake_case					:							int      ,):
           SCREAMING_SNAKE_CASE										=vocab_size
           SCREAMING_SNAKE_CASE										=max_position_embeddings
           SCREAMING_SNAKE_CASE										=d_model
           SCREAMING_SNAKE_CASE										=encoder_ffn_dim
           SCREAMING_SNAKE_CASE										=encoder_layers
           SCREAMING_SNAKE_CASE										=encoder_attention_heads
           SCREAMING_SNAKE_CASE										=decoder_ffn_dim
           SCREAMING_SNAKE_CASE										=decoder_layers
           SCREAMING_SNAKE_CASE										=decoder_attention_heads
           SCREAMING_SNAKE_CASE										=dropout
           SCREAMING_SNAKE_CASE										=attention_dropout
           SCREAMING_SNAKE_CASE										=activation_dropout
           SCREAMING_SNAKE_CASE										=activation_function
           SCREAMING_SNAKE_CASE										=init_std
           SCREAMING_SNAKE_CASE										=encoder_layerdrop
           SCREAMING_SNAKE_CASE										=decoder_layerdrop
           SCREAMING_SNAKE_CASE										=use_cache
           SCREAMING_SNAKE_CASE										=encoder_layers
           SCREAMING_SNAKE_CASE										=scale_embedding  # scale factor will be sqrt(d_model) if True

           SCREAMING_SNAKE_CASE										=num_global_tokens
           SCREAMING_SNAKE_CASE										=block_size
           SCREAMING_SNAKE_CASE										=stagger_local_blocks

           super().__init__(
               pad_token_id=snake_case      ,eos_token_id=snake_case      ,is_encoder_decoder=snake_case      ,decoder_start_token_id=snake_case      ,forced_eos_token_id=snake_case      ,**snake_case      ,)
      @property
      def 	_lowerCAmelCase					(				self					:							Dict    ):
           return self.encoder_attention_heads


      @property
      def 	_lowerCAmelCase					(				self					:							Optional[Any]    ):
           return self.d_model




import random
import sys

_lowerCamelCase								="ABCDEFGHIJKLMNOPQRSTUVWXYZ"







def       snake_case__    (       ):





     """simple docstring"""







     SCREAMING_SNAKE_CASE										=input('Enter message: '      )
     SCREAMING_SNAKE_CASE										='LFWOAYUISVKMNXPBDCRJTQEGHZ'
     SCREAMING_SNAKE_CASE										=input('Encrypt/Decrypt [e/d]: '      )

     check_valid_key(lowerCAmelCase_      )

     if resp.lower().startswith('e'      ):
          SCREAMING_SNAKE_CASE										='encrypt'
          SCREAMING_SNAKE_CASE										=encrypt_message(lowerCAmelCase_,   lowerCAmelCase_      )
     elif resp.lower().startswith('d'      ):
          SCREAMING_SNAKE_CASE										='decrypt'
          SCREAMING_SNAKE_CASE										=decrypt_message(lowerCAmelCase_,   lowerCAmelCase_      )

     print(F'\n{mode.title()}ion: \n{translated}'      )







def       snake_case__    (       lowerCAmelCase_      ):





     """simple docstring"""







     SCREAMING_SNAKE_CASE										=list(lowerCAmelCase_      )
     SCREAMING_SNAKE_CASE										=list(lowerCAmelCase_      )
     key_list.sort()
     letters_list.sort()

     if key_list != letters_list:
          sys.exit('Error in the key or symbol set.'      )







def       snake_case__    (       lowerCAmelCase_,   lowerCAmelCase_      ):





     """simple docstring"""







     return translate_message(lowerCAmelCase_,   lowerCAmelCase_,   'encrypt'      )







def       snake_case__    (       lowerCAmelCase_,   lowerCAmelCase_      ):





     """simple docstring"""







     return translate_message(lowerCAmelCase_,   lowerCAmelCase_,   'decrypt'      )







def       snake_case__    (       lowerCAmelCase_,   lowerCAmelCase_,   lowerCAmelCase_      ):





     """simple docstring"""







     SCREAMING_SNAKE_CASE										=''
     SCREAMING_SNAKE_CASE										=LETTERS
     SCREAMING_SNAKE_CASE										=key

     if mode == "decrypt":
          SCREAMING_SNAKE_CASE						,  SCREAMING_SNAKE_CASE										=chars_b, chars_a

     for symbol in message:
          if symbol.upper() in chars_a:
               SCREAMING_SNAKE_CASE										=chars_a.find(symbol.upper()      )
               if symbol.isupper():
                    translated += chars_b[sym_index].upper()
               else:
                    translated += chars_b[sym_index].lower()
          else:
               translated += symbol

     return translated







def       snake_case__    (       ):





     """simple docstring"""







     SCREAMING_SNAKE_CASE										=list(lowerCAmelCase_      )
     random.shuffle(lowerCAmelCase_      )
     return "".join(lowerCAmelCase_      )


if __name__ == "__main__":
 main()

