


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


UpperCAmelCase_				:			str   =	logging.get_logger(__name__)

UpperCAmelCase_				:			List[Any]   =	{
    'facebook/dpr-ctx_encoder-single-nq-base': (
        'https://huggingface.co/facebook/dpr-ctx_encoder-single-nq-base/resolve/main/config.json'
    ),
    'facebook/dpr-question_encoder-single-nq-base': (
        'https://huggingface.co/facebook/dpr-question_encoder-single-nq-base/resolve/main/config.json'
    ),
    'facebook/dpr-reader-single-nq-base': (
        'https://huggingface.co/facebook/dpr-reader-single-nq-base/resolve/main/config.json'
    ),
    'facebook/dpr-ctx_encoder-multiset-base': (
        'https://huggingface.co/facebook/dpr-ctx_encoder-multiset-base/resolve/main/config.json'
    ),
    'facebook/dpr-question_encoder-multiset-base': (
        'https://huggingface.co/facebook/dpr-question_encoder-multiset-base/resolve/main/config.json'
    ),
    'facebook/dpr-reader-multiset-base': (
        'https://huggingface.co/facebook/dpr-reader-multiset-base/resolve/main/config.json'
    ),
}
class 			SCREAMING_SNAKE_CASE__  (    lowercase__      ):
      snake_case__    :					Dict					       =						'''dpr'''
      def __init__(	self    :	str					,							SCREAMING_SNAKE_CASE__    :	Any=3_0_5_2_2					,							SCREAMING_SNAKE_CASE__    :	Optional[int]=7_6_8					,							SCREAMING_SNAKE_CASE__    :	Any=1_2					,							SCREAMING_SNAKE_CASE__    :	Dict=1_2					,							SCREAMING_SNAKE_CASE__    :	int=3_0_7_2					,							SCREAMING_SNAKE_CASE__    :	List[str]="gelu"					,							SCREAMING_SNAKE_CASE__    :	Optional[Any]=0.1					,							SCREAMING_SNAKE_CASE__    :	int=0.1					,							SCREAMING_SNAKE_CASE__    :	Tuple=5_1_2					,							SCREAMING_SNAKE_CASE__    :	Any=2					,							SCREAMING_SNAKE_CASE__    :	Optional[Any]=0.02					,							SCREAMING_SNAKE_CASE__    :	Dict=1E-12					,							SCREAMING_SNAKE_CASE__    :	Union[str, Any]=0					,							SCREAMING_SNAKE_CASE__    :	Optional[Any]="absolute"					,							SCREAMING_SNAKE_CASE__    :	int = 0					,							**SCREAMING_SNAKE_CASE__    :	Optional[Any]					,							)		->      Union[str, Any]:
             super().__init__(pad_token_id=SCREAMING_SNAKE_CASE__					,							**SCREAMING_SNAKE_CASE__					)

             a_ :		Optional[int]							=  vocab_size
             a_ :		List[str]							=  hidden_size
             a_ :		int							=  num_hidden_layers
             a_ :		List[Any]							=  num_attention_heads
             a_ :		Optional[int]							=  hidden_act
             a_ :		Dict							=  intermediate_size
             a_ :		Union[str, Any]							=  hidden_dropout_prob
             a_ :		Dict							=  attention_probs_dropout_prob
             a_ :		str							=  max_position_embeddings
             a_ :		Any							=  type_vocab_size
             a_ :		Optional[Any]							=  initializer_range
             a_ :		str							=  layer_norm_eps
             a_ :		Dict							=  projection_dim
             a_ :		List[str]							=  position_embedding_type






from string import ascii_uppercase

UpperCAmelCase_				:			Dict   =	{char: i for i, char in enumerate(ascii_uppercase)}
UpperCAmelCase_				:			Optional[int]   =	dict(enumerate(ascii_uppercase))







def 	SCREAMING_SNAKE_CASE_						(      __A			:      str  ,   __A			:      str    )     ->		str:

       """simple docstring"""

       a_ :		Tuple							=  len(__A    )
       a_ :		int							=  0
       while True:
              if x == i:
                     a_ :		Tuple							=  0
              if len(__A    ) == len(__A    ):
                     break
              key += key[i]
              i += 1
       return key







def 	SCREAMING_SNAKE_CASE_						(      __A			:      str  ,   __A			:      str    )     ->		str:

       """simple docstring"""

       a_ :		Optional[int]							=  ''
       a_ :		Any							=  0
       for letter in message:
              if letter == " ":
                     cipher_text += " "
              else:
                     a_ :		Optional[Any]							=  (dicta[letter] - dicta[key_new[i]]) % 26
                     i += 1
                     cipher_text += dicta[x]
       return cipher_text







def 	SCREAMING_SNAKE_CASE_						(      __A			:      str  ,   __A			:      str    )     ->		str:

       """simple docstring"""

       a_ :		Any							=  ''
       a_ :		Optional[Any]							=  0
       for letter in cipher_text:
              if letter == " ":
                     or_txt += " "
              else:
                     a_ :		Union[str, Any]							=  (dicta[letter] + dicta[key_new[i]] + 26) % 26
                     i += 1
                     or_txt += dicta[x]
       return or_txt







def 	SCREAMING_SNAKE_CASE_						(      )     ->		None:

       """simple docstring"""

       a_ :		Tuple							=  'THE GERMAN ATTACK'
       a_ :		Dict							=  'SECRET'
       a_ :		Optional[Any]							=  generate_key(__A  ,   __A    )
       a_ :		Union[str, Any]							=  cipher_text(__A  ,   __A    )
       print(F"""Encrypted Text = {s}"""    )
       print(F"""Original Text = {original_text(__A  ,   __A    )}"""    )


if __name__ == "__main__":
   import doctest

   doctest.testmod()
   main()


