






'''simple docstring'''


from __future__ import annotations

lowerCamelCase_				: List[Any]    	=							tuple[int, int, int]
lowerCamelCase_				: List[Any]    	=							tuple[str, str, str]


# used alphabet --------------------------
# from string.ascii_uppercase
lowerCamelCase_				: Tuple    	=							'''ABCDEFGHIJKLMNOPQRSTUVWXYZ'''

# -------------------------- default selection --------------------------
# rotors --------------------------
lowerCamelCase_				: str    	=							'''EGZWVONAHDCLFQMSIPJBYUKXTR'''
lowerCamelCase_				: Dict    	=							'''FOBHMDKEXQNRAULPGSJVTYICZW'''
lowerCamelCase_				: List[Any]    	=							'''ZJXESIUQLHAVRMDOYGTNFWPBKC'''
# reflector --------------------------
lowerCamelCase_				: Tuple    	=							{
    '''A''': '''N''',
    '''N''': '''A''',
    '''B''': '''O''',
    '''O''': '''B''',
    '''C''': '''P''',
    '''P''': '''C''',
    '''D''': '''Q''',
    '''Q''': '''D''',
    '''E''': '''R''',
    '''R''': '''E''',
    '''F''': '''S''',
    '''S''': '''F''',
    '''G''': '''T''',
    '''T''': '''G''',
    '''H''': '''U''',
    '''U''': '''H''',
    '''I''': '''V''',
    '''V''': '''I''',
    '''J''': '''W''',
    '''W''': '''J''',
    '''K''': '''X''',
    '''X''': '''K''',
    '''L''': '''Y''',
    '''Y''': '''L''',
    '''M''': '''Z''',
    '''Z''': '''M''',
}

# -------------------------- extra rotors --------------------------
lowerCamelCase_				: List[Any]    	=							'''RMDJXFUWGISLHVTCQNKYPBEZOA'''
lowerCamelCase_				: Union[str, Any]    	=							'''SGLCPQWZHKXAREONTFBVIYJUDM'''
lowerCamelCase_				: Optional[int]    	=							'''HVSICLTYKQUBXDWAJZOMFGPREN'''
lowerCamelCase_				: str    	=							'''RZWQHFMVDBKICJLNTUXAGYPSOE'''
lowerCamelCase_				: str    	=							'''LFKIJODBEGAMQPXVUHYSTCZRWN'''
lowerCamelCase_				: Optional[Any]    	=							'''KOAEGVDHXPQZMLFTYWJNBRCIUS'''







def 	__magic_name__( _A						,      _A						,      _A					):
						'''simple docstring'''





						if (unique_rotsel := len(set(_A					)					)) < 3:
												UpperCamelCase__         = f"Please use 3 unique rotors (not {unique_rotsel})"
												raise Exception(_A					)

						# Checks if rotor positions are valid
						UpperCamelCase__    ,   UpperCamelCase__    ,   UpperCamelCase__         = rotpos
						if not 0 < rotorposa <= len(_A					):
												UpperCamelCase__         = f"First rotor position is not within range of 1..26 ({rotorposa}"
												raise ValueError(_A					)
						if not 0 < rotorposa <= len(_A					):
												UpperCamelCase__         = f"Second rotor position is not within range of 1..26 ({rotorposa})"
												raise ValueError(_A					)
						if not 0 < rotorposa <= len(_A					):
												UpperCamelCase__         = f"Third rotor position is not within range of 1..26 ({rotorposa})"
												raise ValueError(_A					)

						# Validates string and returns dict
						UpperCamelCase__         = _plugboard(_A					)

						return rotpos, rotsel, pbdict







def 	__magic_name__( _A					):
						'''simple docstring'''





						if not isinstance(_A						,      _A					):
												UpperCamelCase__         = f"Plugboard setting isn't type string ({type(_A					)})"
												raise TypeError(_A					)
						elif len(_A					) % 2 != 0:
												UpperCamelCase__         = f"Odd number of symbols ({len(_A					)})"
												raise Exception(_A					)
						elif pbstring == "":
												return {}

						pbstring.replace(""" """						,      """"""					)

						# Checks if all characters are unique
						UpperCamelCase__         = set()
						for i in pbstring:
												if i not in abc:
																		UpperCamelCase__         = f"'{i}' not in list of symbols"
																		raise Exception(_A					)
												elif i in tmppbl:
																		UpperCamelCase__         = f"Duplicate symbol ({i})"
																		raise Exception(_A					)
												else:
																		tmppbl.add(_A					)
						del tmppbl

						# Created the dictionary
						UpperCamelCase__         = {}
						for j in range(0						,      len(_A					) - 1						,      2					):
												UpperCamelCase__         = pbstring[j + 1]
												UpperCamelCase__         = pbstring[j]

						return pb







def 	__magic_name__( _A						,      _A						,      _A = (rotora, rotora, rotora)						,      _A = ""						,      ):
						'''simple docstring'''





						UpperCamelCase__         = text.upper()
						UpperCamelCase__    ,   UpperCamelCase__    ,   UpperCamelCase__         = _validator(
						    _A						,      _A						,      plugb.upper()					)

						UpperCamelCase__    ,   UpperCamelCase__    ,   UpperCamelCase__         = rotor_position
						UpperCamelCase__    ,   UpperCamelCase__    ,   UpperCamelCase__         = rotor_selection
						rotorposa -= 1
						rotorposa -= 1
						rotorposa -= 1

						UpperCamelCase__         = []

						# encryption/decryption process --------------------------
						for symbol in text:
												if symbol in abc:
																		# 1st plugboard --------------------------
																		if symbol in plugboard:
																								UpperCamelCase__         = plugboard[symbol]

																		# rotor ra --------------------------
																		UpperCamelCase__         = abc.index(_A					) + rotorposa
																		UpperCamelCase__         = rotora[index % len(_A					)]

																		# rotor rb --------------------------
																		UpperCamelCase__         = abc.index(_A					) + rotorposa
																		UpperCamelCase__         = rotora[index % len(_A					)]

																		# rotor rc --------------------------
																		UpperCamelCase__         = abc.index(_A					) + rotorposa
																		UpperCamelCase__         = rotora[index % len(_A					)]

																		# reflector --------------------------
																		# this is the reason you don't need another machine to decipher

																		UpperCamelCase__         = reflector[symbol]

																		# 2nd rotors
																		UpperCamelCase__         = abc[rotora.index(_A					) - rotorposa]
																		UpperCamelCase__         = abc[rotora.index(_A					) - rotorposa]
																		UpperCamelCase__         = abc[rotora.index(_A					) - rotorposa]

																		# 2nd plugboard
																		if symbol in plugboard:
																								UpperCamelCase__         = plugboard[symbol]

																		# moves/resets rotor positions
																		rotorposa += 1
																		if rotorposa >= len(_A					):
																								UpperCamelCase__         = 0
																								rotorposa += 1
																		if rotorposa >= len(_A					):
																								UpperCamelCase__         = 0
																								rotorposa += 1
																		if rotorposa >= len(_A					):
																								UpperCamelCase__         = 0

        # else:
        #    pass
        #    Error could be also raised
        #    raise ValueError(
        #       'Invalid symbol('+repr(symbol)+')')
												result.append(_A					)

						return "".join(_A					)


if __name__ == "__main__":
					lowerCamelCase_				: Tuple    	=							'''This is my Python script that emulates the Enigma machine from WWII.'''
					lowerCamelCase_				: List[str]    	=							(1, 1, 1)
					lowerCamelCase_				: Optional[int]    	=							'''pictures'''
					lowerCamelCase_				: str    	=							(rotora, rotora, rotora)
					lowerCamelCase_				: List[str]    	=							enigma(message, rotor_pos, rotor_sel, pb)

					print('''Encrypted message:''', en)
					print('''Decrypted message:''', enigma(en, rotor_pos, rotor_sel, pb))








'''simple docstring'''


import numpy as np

from transformers import Pipeline







def 	__magic_name__( _A					):
						'''simple docstring'''





						UpperCamelCase__         = np.max(_A						,      axis=-1						,      keepdims=_A					)
						UpperCamelCase__         = np.exp(outputs - maxes					)
						return shifted_exp / shifted_exp.sum(axis=-1						,      keepdims=_A					)







class    _SCREAMING_SNAKE_CASE							(		SCREAMING_SNAKE_CASE	):


			'''simple docstring'''





			def 				A      (   self							:						int ,      **lowercase							:						List[Any]			)							->    List[str]:

									'''simple docstring'''







									UpperCamelCase__         = {}
									if "second_text" in kwargs:
															UpperCamelCase__         = kwargs["""second_text"""]
									return preprocess_kwargs, {}, {}






			def 				A      (   self							:						Optional[int] ,      lowercase							:						Union[str, Any] ,      lowercase							:						Any=None			)							->    Optional[int]:

									'''simple docstring'''







									return self.tokenizer(lowercase ,      text_pair=lowercase ,      return_tensors=self.framework			)






			def 				A      (   self							:						Union[str, Any] ,      lowercase							:						Optional[int]			)							->    Any:

									'''simple docstring'''







									return self.model(**lowercase			)







			def 				A      (   self							:						List[str] ,      lowercase							:						Any			)							->    Optional[int]:

									'''simple docstring'''







									UpperCamelCase__         = model_outputs.logits[0].numpy()
									UpperCamelCase__         = softmax(lowercase			)

									UpperCamelCase__         = np.argmax(lowercase			)
									UpperCamelCase__         = self.model.config.idalabel[best_class]
									UpperCamelCase__         = probabilities[best_class].item()
									UpperCamelCase__         = logits.tolist()
									return {"label": label, "score": score, "logits": logits}
