
'''simple docstring'''

import copy

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


__UpperCAmelCase												=   logging.get_logger(__name__)


class 		_a     (							SCREAMING_SNAKE_CASE  ):







   """simple docstring"""




   A		= 'hybrid-clip'
   A		= True






   def __init__(       self    ,__SCREAMING_SNAKE_CASE=512    ,**__SCREAMING_SNAKE_CASE      ):
    super().__init__(**__SCREAMING_SNAKE_CASE      )

    if "text_config" not in kwargs:
     raise ValueError('`text_config` can not be `None`.'      )

    if "vision_config" not in kwargs:
     raise ValueError('`vision_config` can not be `None`.'      )

    SCREAMING_SNAKE_CASE  :  List[str]								=		kwargs.pop('text_config'      )
    SCREAMING_SNAKE_CASE  :  Union[str, Any]								=		kwargs.pop('vision_config'      )

    SCREAMING_SNAKE_CASE  :  Optional[Any]								=		text_config.pop('model_type'      )
    SCREAMING_SNAKE_CASE  :  Optional[Any]								=		vision_config.pop('model_type'      )

    from transformers import AutoConfig

    SCREAMING_SNAKE_CASE  :  Any								=		AutoConfig.for_model(__SCREAMING_SNAKE_CASE    ,**__SCREAMING_SNAKE_CASE      )

    if vision_model_type == "clip":
     SCREAMING_SNAKE_CASE  :  List[Any]								=		AutoConfig.for_model(__SCREAMING_SNAKE_CASE    ,**__SCREAMING_SNAKE_CASE      ).vision_config
    elif vision_model_type == "clip_vision_model":
     from transformers import CLIPVisionConfig

     SCREAMING_SNAKE_CASE  :  Union[str, Any]								=		CLIPVisionConfig(**__SCREAMING_SNAKE_CASE      )
    else:
     SCREAMING_SNAKE_CASE  :  Any								=		AutoConfig.for_model(__SCREAMING_SNAKE_CASE    ,**__SCREAMING_SNAKE_CASE      )

    SCREAMING_SNAKE_CASE  :  Union[str, Any]								=		projection_dim
    SCREAMING_SNAKE_CASE  :  str								=		1.0






   @classmethod
   def 					__a			(       cls    ,__SCREAMING_SNAKE_CASE    ,__SCREAMING_SNAKE_CASE    ,**__SCREAMING_SNAKE_CASE      ):
    return cls(text_config=text_config.to_dict()    ,vision_config=vision_config.to_dict()    ,**__SCREAMING_SNAKE_CASE      )






   def 					__a			(       self      ):
    SCREAMING_SNAKE_CASE  :  Union[str, Any]								=		copy.deepcopy(self.__dict__      )
    SCREAMING_SNAKE_CASE  :  Union[str, Any]								=		self.text_config.to_dict()
    SCREAMING_SNAKE_CASE  :  Tuple								=		self.vision_config.to_dict()
    SCREAMING_SNAKE_CASE  :  Dict								=		self.__class__.model_type
    return output




'''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()


