

import os
import unittest

from transformers import MPNetTokenizerFast
from transformers.models.mpnet.tokenization_mpnet import VOCAB_FILES_NAMES, MPNetTokenizer
from transformers.testing_utils import require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin



@require_tokenizers
class  __snake_case					(      lowerCAmelCase__       ,	unittest.TestCase    ):
  __lowerCAmelCase       :		int  	=					MPNetTokenizer
  __lowerCAmelCase       :		Dict  	=					MPNetTokenizerFast
  __lowerCAmelCase       :		Tuple  	=					True
  __lowerCAmelCase       :		Optional[int]  	=					True

  def   lowerCAmelCase__       (   self):
      super().setUp()

      SCREAMING_SNAKE_CASE_													=  [
          '[UNK]',
          '[CLS]',
          '[SEP]',
          '[PAD]',
          '[MASK]',
          'want',
          '##want',
          '##ed',
          'wa',
          'un',
          'runn',
          '##ing',
          ',',
          'low',
          'lowest',
      ]
      SCREAMING_SNAKE_CASE_													=  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   lowerCAmelCase__       (   self  ,						_A):
      SCREAMING_SNAKE_CASE_													=  'UNwant\u00E9d,running'
      SCREAMING_SNAKE_CASE_													=  'unwanted, running'
      return input_text, output_text

  def   lowerCAmelCase__       (   self):
      SCREAMING_SNAKE_CASE_													=  self.tokenizer_class(self.vocab_file)

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


  @slow
  def   lowerCAmelCase__       (   self):
      SCREAMING_SNAKE_CASE_													=  self.tokenizer_class.from_pretrained('microsoft/mpnet-base')

      SCREAMING_SNAKE_CASE_													=  tokenizer.encode('sequence builders'  ,						add_special_tokens=_A)
      SCREAMING_SNAKE_CASE_													=  tokenizer.encode('multi-sequence build'  ,						add_special_tokens=_A)

      SCREAMING_SNAKE_CASE_													=  tokenizer.build_inputs_with_special_tokens(_A)
      SCREAMING_SNAKE_CASE_													=  tokenizer.build_inputs_with_special_tokens(_A  ,						_A)

      assert encoded_sentence == [0] + text + [2]
      assert encoded_pair == [0] + text + [2] + [2] + text_a + [2]





def    _UpperCAmelCase    (					_SCREAMING_SNAKE_CASE   :						float	,				_SCREAMING_SNAKE_CASE   :						float    ):





    """simple docstring"""


    return a + b


if __name__ == "__main__":
       UpperCamelCase__					: Union[str, Any]								=      5
       UpperCamelCase__					: List[Any]								=      6
       print(F'The sum of {a} + {b} is {add(a, b)}')


