

"""simple docstring"""






from __future__ import annotations

lowerCamelCase__ :     List[str]							  =     tuple[int, int, int]
lowerCamelCase__ :     List[str]							  =     tuple[str, str, str]


# used alphabet --------------------------
# from string.ascii_uppercase
lowerCamelCase__ :     str							  =     '''ABCDEFGHIJKLMNOPQRSTUVWXYZ'''

# -------------------------- default selection --------------------------
# rotors --------------------------
lowerCamelCase__ :     Optional[Any]							  =     '''EGZWVONAHDCLFQMSIPJBYUKXTR'''
lowerCamelCase__ :     Tuple							  =     '''FOBHMDKEXQNRAULPGSJVTYICZW'''
lowerCamelCase__ :     str							  =     '''ZJXESIUQLHAVRMDOYGTNFWPBKC'''
# reflector --------------------------
lowerCamelCase__ :     List[str]							  =     {
    '''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__ :     Optional[Any]							  =     '''RMDJXFUWGISLHVTCQNKYPBEZOA'''
lowerCamelCase__ :     Dict							  =     '''SGLCPQWZHKXAREONTFBVIYJUDM'''
lowerCamelCase__ :     Union[str, Any]							  =     '''HVSICLTYKQUBXDWAJZOMFGPREN'''
lowerCamelCase__ :     List[Any]							  =     '''RZWQHFMVDBKICJLNTUXAGYPSOE'''
lowerCamelCase__ :     Optional[int]							  =     '''LFKIJODBEGAMQPXVUHYSTCZRWN'''
lowerCamelCase__ :     Any							  =     '''KOAEGVDHXPQZMLFTYWJNBRCIUS'''
def 					UpperCamelCase    (	_lowerCAmelCase   :  Tuple,     _lowerCAmelCase   :  Tuple,     _lowerCAmelCase   :  List[Any]       ) ->	tuple[RotorPositionT, RotorSelectionT, dict[str, str]]:


	if (unique_rotsel := len(set(_SCREAMING_SNAKE_CASE       )       )) < 3:
		_UpperCAmelCase			:							Union[str, Any]	  =    f'''Please use 3 unique rotors (not {unique_rotsel})'''
		raise Exception(_SCREAMING_SNAKE_CASE       )

	# Checks if rotor positions are valid
	_UpperCAmelCase			:							str	  =    rotpos
	if not 0 < rotorposa <= len(_SCREAMING_SNAKE_CASE       ):
		_UpperCAmelCase			:							Tuple	  =    f'''First rotor position is not within range of 1..26 ({rotorposa}'''
		raise ValueError(_SCREAMING_SNAKE_CASE       )
	if not 0 < rotorposa <= len(_SCREAMING_SNAKE_CASE       ):
		_UpperCAmelCase			:							Optional[Any]	  =    f'''Second rotor position is not within range of 1..26 ({rotorposa})'''
		raise ValueError(_SCREAMING_SNAKE_CASE       )
	if not 0 < rotorposa <= len(_SCREAMING_SNAKE_CASE       ):
		_UpperCAmelCase			:							Union[str, Any]	  =    f'''Third rotor position is not within range of 1..26 ({rotorposa})'''
		raise ValueError(_SCREAMING_SNAKE_CASE       )

	# Validates string and returns dict
	_UpperCAmelCase			:							int	  =    _plugboard(_SCREAMING_SNAKE_CASE       )

	return rotpos, rotsel, pbdict
def 					UpperCamelCase    (	_lowerCAmelCase   :  Any       ) ->	dict[str, str]:


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

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

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

	# Created the dictionary
	_UpperCAmelCase			:							List[Any]	  =    {}
	for j in range(0,     len(_SCREAMING_SNAKE_CASE       ) - 1,     2       ):
		_UpperCAmelCase			:							Optional[int]	  =    pbstring[j + 1]
		_UpperCAmelCase			:							Union[str, Any]	  =    pbstring[j]

	return pb
def 					UpperCamelCase    (	_lowerCAmelCase   :  Optional[Any],     _lowerCAmelCase   :  List[Any],     _lowerCAmelCase   :  Tuple = (rotora, rotora, rotora),     _lowerCAmelCase   :  Optional[int] = "",     ) ->	str:
	_UpperCAmelCase			:							Tuple	  =    text.upper()
	_UpperCAmelCase			:							Tuple	  =    _validator(
	    _SCREAMING_SNAKE_CASE,     _SCREAMING_SNAKE_CASE,     plugb.upper()       )

	_UpperCAmelCase			:							Tuple	  =    rotor_position
	_UpperCAmelCase			:							Union[str, Any]	  =    rotor_selection
	rotorposa -= 1
	rotorposa -= 1
	rotorposa -= 1

	_UpperCAmelCase			:							Dict	  =    []

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

			# rotor ra --------------------------
			_UpperCAmelCase			:							Optional[int]	  =    abc.index(_SCREAMING_SNAKE_CASE       ) + rotorposa
			_UpperCAmelCase			:							str	  =    rotora[index % len(_SCREAMING_SNAKE_CASE       )]

			# rotor rb --------------------------
			_UpperCAmelCase			:							Optional[int]	  =    abc.index(_SCREAMING_SNAKE_CASE       ) + rotorposa
			_UpperCAmelCase			:							int	  =    rotora[index % len(_SCREAMING_SNAKE_CASE       )]

			# rotor rc --------------------------
			_UpperCAmelCase			:							str	  =    abc.index(_SCREAMING_SNAKE_CASE       ) + rotorposa
			_UpperCAmelCase			:							Optional[Any]	  =    rotora[index % len(_SCREAMING_SNAKE_CASE       )]

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

			_UpperCAmelCase			:							str	  =    reflector[symbol]

			# 2nd rotors
			_UpperCAmelCase			:							Tuple	  =    abc[rotora.index(_SCREAMING_SNAKE_CASE       ) - rotorposa]
			_UpperCAmelCase			:							Optional[int]	  =    abc[rotora.index(_SCREAMING_SNAKE_CASE       ) - rotorposa]
			_UpperCAmelCase			:							Any	  =    abc[rotora.index(_SCREAMING_SNAKE_CASE       ) - rotorposa]

			# 2nd plugboard
			if symbol in plugboard:
				_UpperCAmelCase			:							Union[str, Any]	  =    plugboard[symbol]

			# moves/resets rotor positions
			rotorposa += 1
			if rotorposa >= len(_SCREAMING_SNAKE_CASE       ):
				_UpperCAmelCase			:							str	  =    0
				rotorposa += 1
			if rotorposa >= len(_SCREAMING_SNAKE_CASE       ):
				_UpperCAmelCase			:							List[Any]	  =    0
				rotorposa += 1
			if rotorposa >= len(_SCREAMING_SNAKE_CASE       ):
				_UpperCAmelCase			:							Optional[Any]	  =    0

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

	return "".join(_SCREAMING_SNAKE_CASE       )


if __name__ == "__main__":
						lowerCamelCase__ :     int							  =     '''This is my Python script that emulates the Enigma machine from WWII.'''
						lowerCamelCase__ :     Union[str, Any]							  =     (1, 1, 1)
						lowerCamelCase__ :     Tuple							  =     '''pictures'''
						lowerCamelCase__ :     int							  =     (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 logging
import os
from typing import List, TextIO, Union

from conllu import parse_incr
from utils_ner import InputExample, Split, TokenClassificationTask


__A											=		logging.getLogger(__name__)






class 					_lowerCAmelCase   (     a       ):
       """simple docstring"""




       def __init__(    self    , __UpperCAmelCase=-1      ):



         '''simple docstring'''

         lowerCAmelCase__			:Dict											=							label_idx






       def      snake_case						(    self    , __UpperCAmelCase    , __UpperCAmelCase      ):



         '''simple docstring'''

         if isinstance(__UpperCAmelCase    , __UpperCAmelCase      ):
           lowerCAmelCase__			:Optional[Any]											=							mode.value
         lowerCAmelCase__			:List[str]											=							os.path.join(__UpperCAmelCase    , F"{mode}.txt"      )
         lowerCAmelCase__			:List[str]											=							1
         lowerCAmelCase__			:Union[str, Any]											=							[]
         with open(__UpperCAmelCase    , encoding='utf-8'      ) as f:
           lowerCAmelCase__			:str											=							[]
           lowerCAmelCase__			:Dict											=							[]
           for line in f:
             if line.startswith('-DOCSTART-'      ) or line == "" or line == "\n":
               if words:
                 examples.append(InputExample(guid=F"{mode}-{guid_index}"    , words=__UpperCAmelCase    , labels=__UpperCAmelCase      )      )
                 guid_index += 1
                 lowerCAmelCase__			:Tuple											=							[]
                 lowerCAmelCase__			:List[str]											=							[]
             else:
               lowerCAmelCase__			:List[str]											=							line.split(' '      )
               words.append(splits[0]      )
               if len(__UpperCAmelCase      ) > 1:
                 labels.append(splits[self.label_idx].replace('\n'    , ''      )      )
               else:
                 # Examples could have no label for mode = "test"
                 labels.append('O'      )
           if words:
             examples.append(InputExample(guid=F"{mode}-{guid_index}"    , words=__UpperCAmelCase    , labels=__UpperCAmelCase      )      )
         return examples






       def      snake_case						(    self    , __UpperCAmelCase    , __UpperCAmelCase    , __UpperCAmelCase      ):



         '''simple docstring'''

         lowerCAmelCase__			:Optional[int]											=							0
         for line in test_input_reader:
           if line.startswith('-DOCSTART-'      ) or line == "" or line == "\n":
             writer.write(__UpperCAmelCase      )
             if not preds_list[example_id]:
               example_id += 1
           elif preds_list[example_id]:
             lowerCAmelCase__			:Optional[Any]											=							line.split()[0] + ' ' + preds_list[example_id].pop(0      ) + '\n'
             writer.write(__UpperCAmelCase      )
           else:
             logger.warning('Maximum sequence length exceeded: No prediction for \'%s\'.'    , line.split()[0]      )






       def      snake_case						(    self    , __UpperCAmelCase      ):



         '''simple docstring'''

         if path:
           with open(__UpperCAmelCase    , 'r'      ) as f:
             lowerCAmelCase__			:Any											=							f.read().splitlines()
           if "O" not in labels:
             lowerCAmelCase__			:Union[str, Any]											=							['O'] + labels
           return labels
         else:
           return ["O", "B-MISC", "I-MISC", "B-PER", "I-PER", "B-ORG", "I-ORG", "B-LOC", "I-LOC"]






class 					_lowerCAmelCase   (     a       ):
       """simple docstring"""




       def __init__(    self      ):



         '''simple docstring'''

         super().__init__(label_idx=-2      )






       def      snake_case						(    self    , __UpperCAmelCase      ):



         '''simple docstring'''

         if path:
           with open(__UpperCAmelCase    , 'r'      ) as f:
             lowerCAmelCase__			:str											=							f.read().splitlines()
           if "O" not in labels:
             lowerCAmelCase__			:Optional[Any]											=							['O'] + labels
           return labels
         else:
           return [
               "O",
               "B-ADVP",
               "B-INTJ",
               "B-LST",
               "B-PRT",
               "B-NP",
               "B-SBAR",
               "B-VP",
               "B-ADJP",
               "B-CONJP",
               "B-PP",
               "I-ADVP",
               "I-INTJ",
               "I-LST",
               "I-PRT",
               "I-NP",
               "I-SBAR",
               "I-VP",
               "I-ADJP",
               "I-CONJP",
               "I-PP",
           ]






class 					_lowerCAmelCase   (     a       ):
       """simple docstring"""




       def      snake_case						(    self    , __UpperCAmelCase    , __UpperCAmelCase      ):



         '''simple docstring'''

         if isinstance(__UpperCAmelCase    , __UpperCAmelCase      ):
           lowerCAmelCase__			:Union[str, Any]											=							mode.value
         lowerCAmelCase__			:Union[str, Any]											=							os.path.join(__UpperCAmelCase    , F"{mode}.txt"      )
         lowerCAmelCase__			:Any											=							1
         lowerCAmelCase__			:Optional[Any]											=							[]

         with open(__UpperCAmelCase    , encoding='utf-8'      ) as f:
           for sentence in parse_incr(__UpperCAmelCase      ):
             lowerCAmelCase__			:Dict											=							[]
             lowerCAmelCase__			:Dict											=							[]
             for token in sentence:
               words.append(token['form']      )
               labels.append(token['upos']      )
             assert len(__UpperCAmelCase      ) == len(__UpperCAmelCase      )
             if words:
               examples.append(InputExample(guid=F"{mode}-{guid_index}"    , words=__UpperCAmelCase    , labels=__UpperCAmelCase      )      )
               guid_index += 1
         return examples






       def      snake_case						(    self    , __UpperCAmelCase    , __UpperCAmelCase    , __UpperCAmelCase      ):



         '''simple docstring'''

         lowerCAmelCase__			:Any											=							0
         for sentence in parse_incr(__UpperCAmelCase      ):
           lowerCAmelCase__			:Optional[int]											=							preds_list[example_id]
           lowerCAmelCase__			:Tuple											=							''
           for token in sentence:
             out += F"{token['form']} ({token['upos']}|{s_p.pop(0      )}) "
           out += "\n"
           writer.write(__UpperCAmelCase      )
           example_id += 1






       def      snake_case						(    self    , __UpperCAmelCase      ):



         '''simple docstring'''

         if path:
           with open(__UpperCAmelCase    , 'r'      ) as f:
             return f.read().splitlines()
         else:
           return [
               "ADJ",
               "ADP",
               "ADV",
               "AUX",
               "CCONJ",
               "DET",
               "INTJ",
               "NOUN",
               "NUM",
               "PART",
               "PRON",
               "PROPN",
               "PUNCT",
               "SCONJ",
               "SYM",
               "VERB",
               "X",
           ]
