

"""simple docstring"""






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


__lowerCAmelCase				      =   logging.get_logger(__name__)

__lowerCAmelCase				      =   {
    '''uw-madison/nystromformer-512''': '''https://huggingface.co/uw-madison/nystromformer-512/resolve/main/config.json''',
    # See all Nystromformer models at https://huggingface.co/models?filter=nystromformer
}
class 	_lowerCAmelCase    (      __snake_case       ):
							__lowerCAmelCase					:    List[Any]     =  '''nystromformer'''

							def __init__( self       :    int ,		a       :    Any=30000 ,		a       :    Dict=768 ,		a       :    List[str]=12 ,		a       :    List[Any]=12 ,		a       :    List[str]=3072 ,		a       :    Optional[int]="gelu_new" ,		a       :    Any=0.1 ,		a       :    Optional[Any]=0.1 ,		a       :    List[Any]=510 ,		a       :    List[str]=2 ,		a       :    str=64 ,		a       :    Optional[int]=64 ,		a       :    Dict=65 ,		a       :    List[str]=False ,		a       :    Tuple=0.02 ,		a       :    List[str]=1E-5 ,		a       :    Tuple=1 ,		a       :    Optional[Any]=0 ,		a       :    int=2 ,		**a       :    Optional[Any] ,		)   ->    List[Any]:

									"""simple docstring"""
									lowercase										=							vocab_size
									lowercase										=							max_position_embeddings
									lowercase										=							hidden_size
									lowercase										=							num_hidden_layers
									lowercase										=							num_attention_heads
									lowercase										=							intermediate_size
									lowercase										=							hidden_act
									lowercase										=							hidden_dropout_prob
									lowercase										=							attention_probs_dropout_prob
									lowercase										=							initializer_range
									lowercase										=							type_vocab_size
									lowercase										=							segment_means_seq_len
									lowercase										=							num_landmarks
									lowercase										=							conv_kernel_size
									lowercase										=							inv_coeff_init_option
									lowercase										=							layer_norm_eps
									super().__init__(pad_token_id=__SCREAMING_SNAKE_CASE ,		bos_token_id=__SCREAMING_SNAKE_CASE ,		eos_token_id=__SCREAMING_SNAKE_CASE ,		**__SCREAMING_SNAKE_CASE    )

'''simple docstring'''

import random
import sys

__UpperCAmelCase												=   'ABCDEFGHIJKLMNOPQRSTUVWXYZ'



def        SCREAMING_SNAKE_CASE_  (	)       ->	None:
 SCREAMING_SNAKE_CASE  :  Dict								=		input('Enter message: '							)
 SCREAMING_SNAKE_CASE  :  Dict								=		'LFWOAYUISVKMNXPBDCRJTQEGHZ'
 SCREAMING_SNAKE_CASE  :  Tuple								=		input('Encrypt/Decrypt [e/d]: '							)

 check_valid_key(snake_case_							)

 if resp.lower().startswith('e'							):
  SCREAMING_SNAKE_CASE  :  str								=		'encrypt'
  SCREAMING_SNAKE_CASE  :  Optional[Any]								=		encrypt_message(snake_case_   ,     snake_case_							)
 elif resp.lower().startswith('d'							):
  SCREAMING_SNAKE_CASE  :  List[Any]								=		'decrypt'
  SCREAMING_SNAKE_CASE  :  List[str]								=		decrypt_message(snake_case_   ,     snake_case_							)

 print(f"""\n{mode.title()}ion: \n{translated}"""							)



def        SCREAMING_SNAKE_CASE_  (	snake_case_				:	str							)       ->	None:
 SCREAMING_SNAKE_CASE  :  int								=		list(snake_case_							)
 SCREAMING_SNAKE_CASE  :  Optional[Any]								=		list(snake_case_							)
 key_list.sort()
 letters_list.sort()

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



def        SCREAMING_SNAKE_CASE_  (	snake_case_				:	str   ,     snake_case_				:	str							)       ->	str:
 return translate_message(snake_case_   ,     snake_case_   ,     'encrypt'							)



def        SCREAMING_SNAKE_CASE_  (	snake_case_				:	str   ,     snake_case_				:	str							)       ->	str:
 return translate_message(snake_case_   ,     snake_case_   ,     'decrypt'							)



def        SCREAMING_SNAKE_CASE_  (	snake_case_				:	str   ,     snake_case_				:	str   ,     snake_case_				:	str							)       ->	str:
 SCREAMING_SNAKE_CASE  :  Any								=		''
 SCREAMING_SNAKE_CASE  :  Optional[Any]								=		LETTERS
 SCREAMING_SNAKE_CASE  :  List[Any]								=		key

 if mode == "decrypt":
  SCREAMING_SNAKE_CASE				, SCREAMING_SNAKE_CASE  :  List[Any]								=		chars_b, chars_a

 for symbol in message:
  if symbol.upper() in chars_a:
   SCREAMING_SNAKE_CASE  :  Optional[Any]								=		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        SCREAMING_SNAKE_CASE_  (	)       ->	str:
 SCREAMING_SNAKE_CASE  :  Dict								=		list(snake_case_							)
 random.shuffle(snake_case_							)
 return "".join(snake_case_							)


if __name__ == "__main__":
   main()


