




from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


lowercase_		=							logging.get_logger(__name__)

lowercase_		=							{
    '''google/rembert''': '''https://huggingface.co/google/rembert/resolve/main/config.json''',
    # See all RemBERT models at https://huggingface.co/models?filter=rembert
}





class 		A__				(   __SCREAMING_SNAKE_CASE ):
	lowerCamelCase__		: Union[str, Any]				    ="rembert"






	def __init__(	self				,     lowerCamelCase=250300				,     lowerCamelCase=1152				,     lowerCamelCase=32				,     lowerCamelCase=18				,     lowerCamelCase=256				,     lowerCamelCase=1664				,     lowerCamelCase=4608				,     lowerCamelCase="gelu"				,     lowerCamelCase=0.0				,     lowerCamelCase=0.0				,     lowerCamelCase=0.1				,     lowerCamelCase=512				,     lowerCamelCase=2				,     lowerCamelCase=0.0_2				,     lowerCamelCase=1e-12				,     lowerCamelCase=True				,     lowerCamelCase=0				,     lowerCamelCase=312				,     lowerCamelCase=313				,     **lowerCamelCase				,     )      ->   Optional[Any]:




						"""simple docstring"""






						super().__init__(pad_token_id=lowerCamelCase				,     bos_token_id=lowerCamelCase				,     eos_token_id=lowerCamelCase				,     **lowerCamelCase						)

						__magic_name__					:							str		   =							vocab_size
						__magic_name__					:							int		   =							input_embedding_size
						__magic_name__					:							Tuple		   =							output_embedding_size
						__magic_name__					:							List[Any]		   =							max_position_embeddings
						__magic_name__					:							Any		   =							hidden_size
						__magic_name__					:							Any		   =							num_hidden_layers
						__magic_name__					:							Optional[int]		   =							num_attention_heads
						__magic_name__					:							List[Any]		   =							intermediate_size
						__magic_name__					:							Any		   =							hidden_act
						__magic_name__					:							List[Any]		   =							hidden_dropout_prob
						__magic_name__					:							Any		   =							attention_probs_dropout_prob
						__magic_name__					:							Optional[Any]		   =							classifier_dropout_prob
						__magic_name__					:							Tuple		   =							initializer_range
						__magic_name__					:							List[str]		   =							type_vocab_size
						__magic_name__					:							int		   =							layer_norm_eps
						__magic_name__					:							Tuple		   =							use_cache
						__magic_name__					:							Union[str, Any]		   =							False





class 		A__				(   __SCREAMING_SNAKE_CASE ):






	@property
	def  lowercase      (	self						)      ->   Mapping[str, Mapping[int, str]]:




						"""simple docstring"""






						if self.task == "multiple-choice":
											__magic_name__					:							List[str]		   =							{0: '''batch''', 1: '''choice''', 2: '''sequence'''}
						else:
											__magic_name__					:							Optional[Any]		   =							{0: '''batch''', 1: '''sequence'''}
						return OrderedDict(
						    [
						        ('''input_ids''', dynamic_axis),
						        ('''attention_mask''', dynamic_axis),
						        ('''token_type_ids''', dynamic_axis),
						    ]						)






	@property
	def  lowercase      (	self						)      ->   float:




						"""simple docstring"""






						return 1e-4







'''simple docstring'''







from __future__ import annotations






def       lowerCAmelCase__       (				lowerCamelCase     :			str  ,lowerCamelCase     :			dict[str, str]   ):
       _A  , _A  , _A     :	int      =					'', '', ''
       _A     :	Optional[int]      =					[]

       for character in message_part:
              tmp.append(character_to_number[character]   )

       for each in tmp:
              one += each[0]
              two += each[1]
              three += each[2]

       return one + two + three






def       lowerCAmelCase__       (				lowerCamelCase     :			str  ,lowerCamelCase     :			dict[str, str]   ):
       _A  , _A     :	Tuple      =					'', ''
       _A     :	Tuple      =					[]

       for character in message_part:
              this_part += character_to_number[character]

       for digit in this_part:
              tmp += digit
              if len(lowerCamelCase   ) == len(lowerCamelCase   ):
                     result.append(lowerCamelCase   )
                     _A     :	str      =					''

       return result[0], result[1], result[2]






def       lowerCAmelCase__       (				lowerCamelCase     :			str  ,lowerCamelCase     :			str   ):
       # Validate message and alphabet, set to upper and remove spaces
       _A     :	str      =					alphabet.replace(' '  ,''   ).upper()
       _A     :	Optional[Any]      =					message.replace(' '  ,''   ).upper()

       # Check length and characters
       if len(lowerCamelCase   ) != 27:
              raise KeyError('Length of alphabet has to be 27.'   )
       for each in message:
              if each not in alphabet:
                     raise ValueError('Each message character has to be included in alphabet!'   )

    # Generate dictionares
       _A     :	int      =					(
           '111',
           '112',
           '113',
           '121',
           '122',
           '123',
           '131',
           '132',
           '133',
           '211',
           '212',
           '213',
           '221',
           '222',
           '223',
           '231',
           '232',
           '233',
           '311',
           '312',
           '313',
           '321',
           '322',
           '323',
           '331',
           '332',
           '333',
       )
       _A     :	Optional[int]      =					{}
       _A     :	Any      =					{}
       for letter, number in zip(lowerCamelCase  ,lowerCamelCase   ):
              _A     :	str      =					number
              _A     :	List[str]      =					letter

       return message, alphabet, character_to_number, number_to_character






def       lowerCAmelCase__       (				lowerCamelCase     :			str  ,lowerCamelCase     :			str = "ABCDEFGHIJKLMNOPQRSTUVWXYZ."  ,lowerCamelCase     :			int = 5   ):
       _A  , _A  , _A  , _A     :	Union[str, Any]      =					__prepare(
           lowerCamelCase  ,lowerCamelCase   )
       _A  , _A     :	Any      =					'', ''

       for i in range(0  ,len(lowerCamelCase   ) + 1  ,lowerCamelCase   ):
              encrypted_numeric += __encrypt_part(
                  message[i : i + period]  ,lowerCamelCase   )

       for i in range(0  ,len(lowerCamelCase   )  ,3   ):
              encrypted += number_to_character[encrypted_numeric[i : i + 3]]

       return encrypted






def       lowerCAmelCase__       (				lowerCamelCase     :			str  ,lowerCamelCase     :			str = "ABCDEFGHIJKLMNOPQRSTUVWXYZ."  ,lowerCamelCase     :			int = 5   ):
       _A  , _A  , _A  , _A     :	Optional[Any]      =					__prepare(
           lowerCamelCase  ,lowerCamelCase   )
       _A     :	Tuple      =					[]
       _A     :	List[str]      =					''

       for i in range(0  ,len(lowerCamelCase   ) + 1  ,lowerCamelCase   ):
              _A  , _A  , _A     :	Tuple      =					__decrypt_part(message[i : i + period]  ,lowerCamelCase   )

              for j in range(0  ,len(lowerCamelCase   )   ):
                     decrypted_numeric.append(a[j] + b[j] + c[j]   )

       for each in decrypted_numeric:
              decrypted += number_to_character[each]

       return decrypted


if __name__ == "__main__":
   A      :     Dict										= '''DEFEND THE EAST WALL OF THE CASTLE.'''
   A      :     Any										= encrypt_message(msg, '''EPSDUCVWYM.ZLKXNBTFGORIJHAQ''')
   A      :     List[Any]										= decrypt_message(encrypted, '''EPSDUCVWYM.ZLKXNBTFGORIJHAQ''')
   print(f"""Encrypted: {encrypted}\nDecrypted: {decrypted}""")






