





"""simple docstring"""
import os
import unittest

from transformers import RealmTokenizerFast
from transformers.models.bert.tokenization_bert import (
    VOCAB_FILES_NAMES,
    BasicTokenizer,
    WordpieceTokenizer,
    _is_control,
    _is_punctuation,
    _is_whitespace,
)
from transformers.models.realm.tokenization_realm import RealmTokenizer
from transformers.testing_utils import require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin, filter_non_english







@require_tokenizers
class 	a				(					a__					,      unittest.TestCase   ):
 snake_case__    	=    RealmTokenizer
 snake_case__    	=    RealmTokenizerFast
 snake_case__    	=    True
 snake_case__    	=    True
 snake_case__    	=    filter_non_english



 def 					UpperCamelCase__   (			self			):







  """simple docstring"""






  super().setUp()

  lowerCAmelCase  							=      [
      '[UNK]',
      '[CLS]',
      '[SEP]',
      '[PAD]',
      '[MASK]',
      'want',
      '##want',
      '##ed',
      'wa',
      'un',
      'runn',
      '##ing',
      ',',
      'low',
      'lowest',
  ]
  lowerCAmelCase  							=      os.path.join(self.tmpdirname							,    VOCAB_FILES_NAMES['vocab_file']			)
  with open(self.vocab_file							,    'w'							,    encoding='utf-8'			) as vocab_writer:
   vocab_writer.write(''.join([x + '\n' for x in vocab_tokens]			)			)



 def 					UpperCamelCase__   (			self							,    _snake_case			):







  """simple docstring"""






  lowerCAmelCase  							=      'UNwant\u00E9d,running'
  lowerCAmelCase  							=      'unwanted, running'
  return input_text, output_text



 def 					UpperCamelCase__   (			self			):







  """simple docstring"""






  lowerCAmelCase  							=      self.tokenizer_class(self.vocab_file			)

  lowerCAmelCase  							=      tokenizer.tokenize('UNwant\u00E9d,running'			)
  self.assertListEqual(_snake_case							,    ['un', '##want', '##ed', ',', 'runn', '##ing']			)
  self.assertListEqual(tokenizer.convert_tokens_to_ids(_snake_case			)							,    [9, 6, 7, 12, 10, 11]			)



 def 					UpperCamelCase__   (			self			):







  """simple docstring"""






  if not self.test_rust_tokenizer:
   return

  lowerCAmelCase  							=      self.get_tokenizer()
  lowerCAmelCase  							=      self.get_rust_tokenizer()

  lowerCAmelCase  							=      'UNwant\u00E9d,running'

  lowerCAmelCase  							=      tokenizer.tokenize(_snake_case			)
  lowerCAmelCase  							=      rust_tokenizer.tokenize(_snake_case			)
  self.assertListEqual(_snake_case							,    _snake_case			)

  lowerCAmelCase  							=      tokenizer.encode(_snake_case							,    add_special_tokens=_snake_case			)
  lowerCAmelCase  							=      rust_tokenizer.encode(_snake_case							,    add_special_tokens=_snake_case			)
  self.assertListEqual(_snake_case							,    _snake_case			)

  lowerCAmelCase  							=      self.get_rust_tokenizer()
  lowerCAmelCase  							=      tokenizer.encode(_snake_case			)
  lowerCAmelCase  							=      rust_tokenizer.encode(_snake_case			)
  self.assertListEqual(_snake_case							,    _snake_case			)

  # With lower casing
  lowerCAmelCase  							=      self.get_tokenizer(do_lower_case=_snake_case			)
  lowerCAmelCase  							=      self.get_rust_tokenizer(do_lower_case=_snake_case			)

  lowerCAmelCase  							=      'UNwant\u00E9d,running'

  lowerCAmelCase  							=      tokenizer.tokenize(_snake_case			)
  lowerCAmelCase  							=      rust_tokenizer.tokenize(_snake_case			)
  self.assertListEqual(_snake_case							,    _snake_case			)

  lowerCAmelCase  							=      tokenizer.encode(_snake_case							,    add_special_tokens=_snake_case			)
  lowerCAmelCase  							=      rust_tokenizer.encode(_snake_case							,    add_special_tokens=_snake_case			)
  self.assertListEqual(_snake_case							,    _snake_case			)

  lowerCAmelCase  							=      self.get_rust_tokenizer()
  lowerCAmelCase  							=      tokenizer.encode(_snake_case			)
  lowerCAmelCase  							=      rust_tokenizer.encode(_snake_case			)
  self.assertListEqual(_snake_case							,    _snake_case			)



 def 					UpperCamelCase__   (			self			):







  """simple docstring"""






  lowerCAmelCase  							=      BasicTokenizer()

  self.assertListEqual(tokenizer.tokenize('ah\u535A\u63A8zz'			)							,    ['ah', '\u535A', '\u63A8', 'zz']			)



 def 					UpperCamelCase__   (			self			):







  """simple docstring"""






  lowerCAmelCase  							=      BasicTokenizer(do_lower_case=_snake_case			)

  self.assertListEqual(
      tokenizer.tokenize(' \tHeLLo!how  \n Are yoU?  '			)							,    ['hello', '!', 'how', 'are', 'you', '?']			)
  self.assertListEqual(tokenizer.tokenize('H\u00E9llo'			)							,    ['hello']			)



 def 					UpperCamelCase__   (			self			):







  """simple docstring"""






  lowerCAmelCase  							=      BasicTokenizer(do_lower_case=_snake_case							,    strip_accents=_snake_case			)

  self.assertListEqual(
      tokenizer.tokenize(' \tHäLLo!how  \n Are yoU?  '			)							,    ['hällo', '!', 'how', 'are', 'you', '?']			)
  self.assertListEqual(tokenizer.tokenize('H\u00E9llo'			)							,    ['h\u00E9llo']			)



 def 					UpperCamelCase__   (			self			):







  """simple docstring"""






  lowerCAmelCase  							=      BasicTokenizer(do_lower_case=_snake_case							,    strip_accents=_snake_case			)

  self.assertListEqual(
      tokenizer.tokenize(' \tHäLLo!how  \n Are yoU?  '			)							,    ['hallo', '!', 'how', 'are', 'you', '?']			)
  self.assertListEqual(tokenizer.tokenize('H\u00E9llo'			)							,    ['hello']			)



 def 					UpperCamelCase__   (			self			):







  """simple docstring"""






  lowerCAmelCase  							=      BasicTokenizer(do_lower_case=_snake_case			)

  self.assertListEqual(
      tokenizer.tokenize(' \tHäLLo!how  \n Are yoU?  '			)							,    ['hallo', '!', 'how', 'are', 'you', '?']			)
  self.assertListEqual(tokenizer.tokenize('H\u00E9llo'			)							,    ['hello']			)



 def 					UpperCamelCase__   (			self			):







  """simple docstring"""






  lowerCAmelCase  							=      BasicTokenizer(do_lower_case=_snake_case			)

  self.assertListEqual(
      tokenizer.tokenize(' \tHeLLo!how  \n Are yoU?  '			)							,    ['HeLLo', '!', 'how', 'Are', 'yoU', '?']			)



 def 					UpperCamelCase__   (			self			):







  """simple docstring"""






  lowerCAmelCase  							=      BasicTokenizer(do_lower_case=_snake_case							,    strip_accents=_snake_case			)

  self.assertListEqual(
      tokenizer.tokenize(' \tHäLLo!how  \n Are yoU?  '			)							,    ['HäLLo', '!', 'how', 'Are', 'yoU', '?']			)



 def 					UpperCamelCase__   (			self			):







  """simple docstring"""






  lowerCAmelCase  							=      BasicTokenizer(do_lower_case=_snake_case							,    strip_accents=_snake_case			)

  self.assertListEqual(
      tokenizer.tokenize(' \tHäLLo!how  \n Are yoU?  '			)							,    ['HaLLo', '!', 'how', 'Are', 'yoU', '?']			)



 def 					UpperCamelCase__   (			self			):







  """simple docstring"""






  lowerCAmelCase  							=      BasicTokenizer(do_lower_case=_snake_case							,    never_split=['[UNK]']			)

  self.assertListEqual(
      tokenizer.tokenize(' \tHeLLo!how  \n Are yoU? [UNK]'			)							,    ['HeLLo', '!', 'how', 'Are', 'yoU', '?', '[UNK]']			)



 def 					UpperCamelCase__   (			self			):







  """simple docstring"""






  lowerCAmelCase  							=      ['[UNK]', '[CLS]', '[SEP]', 'want', '##want', '##ed', 'wa', 'un', 'runn', '##ing']

  lowerCAmelCase  							=      {}
  for i, token in enumerate(_snake_case			):
   lowerCAmelCase  							=      i
  lowerCAmelCase  							=      WordpieceTokenizer(vocab=_snake_case							,    unk_token='[UNK]'			)

  self.assertListEqual(tokenizer.tokenize(''			)							,    []			)

  self.assertListEqual(tokenizer.tokenize('unwanted running'			)							,    ['un', '##want', '##ed', 'runn', '##ing']			)

  self.assertListEqual(tokenizer.tokenize('unwantedX running'			)							,    ['[UNK]', 'runn', '##ing']			)



 def 					UpperCamelCase__   (			self			):







  """simple docstring"""






  self.assertTrue(_is_whitespace(' '			)			)
  self.assertTrue(_is_whitespace('\t'			)			)
  self.assertTrue(_is_whitespace('\r'			)			)
  self.assertTrue(_is_whitespace('\n'			)			)
  self.assertTrue(_is_whitespace('\u00A0'			)			)

  self.assertFalse(_is_whitespace('A'			)			)
  self.assertFalse(_is_whitespace('-'			)			)



 def 					UpperCamelCase__   (			self			):







  """simple docstring"""






  self.assertTrue(_is_control('\u0005'			)			)

  self.assertFalse(_is_control('A'			)			)
  self.assertFalse(_is_control(' '			)			)
  self.assertFalse(_is_control('\t'			)			)
  self.assertFalse(_is_control('\r'			)			)



 def 					UpperCamelCase__   (			self			):







  """simple docstring"""






  self.assertTrue(_is_punctuation('-'			)			)
  self.assertTrue(_is_punctuation('$'			)			)
  self.assertTrue(_is_punctuation('`'			)			)
  self.assertTrue(_is_punctuation('.'			)			)

  self.assertFalse(_is_punctuation('A'			)			)
  self.assertFalse(_is_punctuation(' '			)			)



 def 					UpperCamelCase__   (			self			):







  """simple docstring"""






  lowerCAmelCase  							=      self.get_tokenizer()

  # Example taken from the issue https://github.com/huggingface/tokenizers/issues/340
  self.assertListEqual([tokenizer.tokenize(_snake_case			) for t in ['Test', '\xad', 'test']]							,    [['[UNK]'], [], ['[UNK]']]			)

  if self.test_rust_tokenizer:
   lowerCAmelCase  							=      self.get_rust_tokenizer()
   self.assertListEqual(
       [rust_tokenizer.tokenize(_snake_case			) for t in ['Test', '\xad', 'test']]							,    [['[UNK]'], [], ['[UNK]']]			)



 @slow
 def 					UpperCamelCase__   (			self			):







  """simple docstring"""






  lowerCAmelCase  							=      self.tokenizer_class.from_pretrained('bert-base-uncased'			)

  lowerCAmelCase  							=      tokenizer.encode('sequence builders'							,    add_special_tokens=_snake_case			)
  lowerCAmelCase  							=      tokenizer.encode('multi-sequence build'							,    add_special_tokens=_snake_case			)

  lowerCAmelCase  							=      tokenizer.build_inputs_with_special_tokens(_snake_case			)
  lowerCAmelCase  							=      tokenizer.build_inputs_with_special_tokens(_snake_case							,    _snake_case			)

  assert encoded_sentence == [1_01] + text + [1_02]
  assert encoded_pair == [1_01] + text + [1_02] + text_a + [1_02]



 def 					UpperCamelCase__   (			self			):







  """simple docstring"""






  for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
   with self.subTest(F'{tokenizer.__class__.__name__} ({pretrained_name})'			):
    lowerCAmelCase  							=      self.rust_tokenizer_class.from_pretrained(_snake_case							,    **_snake_case			)

    lowerCAmelCase  							=      F'A, naïve {tokenizer_r.mask_token} AllenNLP sentence.'
    lowerCAmelCase  							=      tokenizer_r.encode_plus(
        _snake_case							,    return_attention_mask=_snake_case							,    return_token_type_ids=_snake_case							,    return_offsets_mapping=_snake_case							,    add_special_tokens=_snake_case							,    )

    lowerCAmelCase  							=      tokenizer_r.do_lower_case if hasattr(_snake_case							,    'do_lower_case'			) else False
    lowerCAmelCase  							=      (
        [
            ((0, 0), tokenizer_r.cls_token),
            ((0, 1), 'A'),
            ((1, 2), ','),
            ((3, 5), 'na'),
            ((5, 6), '##ï'),
            ((6, 8), '##ve'),
            ((9, 15), tokenizer_r.mask_token),
            ((16, 21), 'Allen'),
            ((21, 23), '##NL'),
            ((23, 24), '##P'),
            ((25, 33), 'sentence'),
            ((33, 34), '.'),
            ((0, 0), tokenizer_r.sep_token),
        ]
        if not do_lower_case
        else [
            ((0, 0), tokenizer_r.cls_token),
            ((0, 1), 'a'),
            ((1, 2), ','),
            ((3, 8), 'naive'),
            ((9, 15), tokenizer_r.mask_token),
            ((16, 21), 'allen'),
            ((21, 23), '##nl'),
            ((23, 24), '##p'),
            ((25, 33), 'sentence'),
            ((33, 34), '.'),
            ((0, 0), tokenizer_r.sep_token),
        ]
    )

    self.assertEqual(
        [e[1] for e in expected_results]							,    tokenizer_r.convert_ids_to_tokens(tokens['input_ids']			)			)
    self.assertEqual([e[0] for e in expected_results]							,    tokens['offset_mapping']			)



 @slow
 def 					UpperCamelCase__   (			self			):







  """simple docstring"""






  for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
   with self.subTest(F'{tokenizer.__class__.__name__} ({pretrained_name})'			):
    lowerCAmelCase  							=      self.rust_tokenizer_class.from_pretrained(_snake_case							,    **_snake_case			)
    lowerCAmelCase  							=      self.tokenizer_class.from_pretrained(_snake_case							,    **_snake_case			)
    lowerCAmelCase  							=      [['Hello world!', 'Nice to meet you!'], ['The cute cat.', 'The adorable dog.']]

    lowerCAmelCase  							=      tokenizer_r.batch_encode_candidates(_snake_case							,    max_length=10							,    return_tensors='np'			)
    lowerCAmelCase  							=      tokenizer_p.batch_encode_candidates(_snake_case							,    max_length=10							,    return_tensors='np'			)

    lowerCAmelCase  							=      (2, 2, 10)

    self.assertEqual(encoded_sentence_r['input_ids'].shape							,    _snake_case			)
    self.assertEqual(encoded_sentence_r['attention_mask'].shape							,    _snake_case			)
    self.assertEqual(encoded_sentence_r['token_type_ids'].shape							,    _snake_case			)

    self.assertEqual(encoded_sentence_p['input_ids'].shape							,    _snake_case			)
    self.assertEqual(encoded_sentence_p['attention_mask'].shape							,    _snake_case			)
    self.assertEqual(encoded_sentence_p['token_type_ids'].shape							,    _snake_case			)












"""simple docstring"""
import os
import sys
import time

from . import transposition_cipher as trans_cipher

def 						_SCREAMING_SNAKE_CASE       ():
 lowerCAmelCase  							=      'Prehistoric Men.txt'
 lowerCAmelCase  							=      'Output.txt'
 lowerCAmelCase  							=      int(input('Enter key: '       )       )
 lowerCAmelCase  							=      input('Encrypt/Decrypt [e/d]: '       )

 if not os.path.exists(_UpperCAmelCase       ):
  print(F'File {input_file} does not exist. Quitting...'       )
  sys.exit()
 if os.path.exists(_UpperCAmelCase       ):
  print(F'Overwrite {output_file}? [y/n]'       )
  lowerCAmelCase  							=      input('> '       )
  if not response.lower().startswith('y'       ):
   sys.exit()

 lowerCAmelCase  							=      time.time()
 if mode.lower().startswith('e'       ):
  with open(_UpperCAmelCase       ) as f:
   lowerCAmelCase  							=      f.read()
  lowerCAmelCase  							=      trans_cipher.encrypt_message(_UpperCAmelCase   ,			_UpperCAmelCase       )
 elif mode.lower().startswith('d'       ):
  with open(_UpperCAmelCase       ) as f:
   lowerCAmelCase  							=      f.read()
  lowerCAmelCase  							=      trans_cipher.decrypt_message(_UpperCAmelCase   ,			_UpperCAmelCase       )

 with open(_UpperCAmelCase   ,			'w'       ) as output_obj:
  output_obj.write(_UpperCAmelCase       )

 lowerCAmelCase  							=      round(time.time() - start_time   ,			2       )
 print(('Done (', total_time, 'seconds )')       )


if __name__ == "__main__":
       main()





