





'''simple docstring'''

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 lowerCamelCase    (a__    ,   unittest.TestCase       ):
  _lowercase	:						Any							       =					MPNetTokenizer
  _lowercase	:						Optional[int]							       =					MPNetTokenizerFast
  _lowercase	:						List[Any]							       =					True
  _lowercase	:						str							       =					True







  def 					UpperCAmelCase_					(		self		)		->    List[Any]:






        """simple docstring"""





        super().setUp()

        _snake_case		:						List[Any]         =  [
            '''[UNK]''',
            '''[CLS]''',
            '''[SEP]''',
            '''[PAD]''',
            '''[MASK]''',
            '''want''',
            '''##want''',
            '''##ed''',
            '''wa''',
            '''un''',
            '''runn''',
            '''##ing''',
            ''',''',
            '''low''',
            '''lowest''',
        ]
        _snake_case		:						Optional[Any]         =  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  ,  lowercase__		)		->    List[Any]:






        """simple docstring"""





        _snake_case		:						Optional[int]         =  '''UNwant\u00E9d,running'''
        _snake_case		:						Dict         =  '''unwanted, running'''
        return input_text, output_text







  def 					UpperCAmelCase_					(		self		)		->    int:






        """simple docstring"""





        _snake_case		:						Dict         =  self.tokenizer_class(self.vocab_file		)

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







  @slow
  def 					UpperCAmelCase_					(		self		)		->    List[str]:






        """simple docstring"""





        _snake_case		:						Tuple         =  self.tokenizer_class.from_pretrained('''microsoft/mpnet-base'''		)

        _snake_case		:						Any         =  tokenizer.encode('''sequence builders'''  ,  add_special_tokens=lowercase__		)
        _snake_case		:						int         =  tokenizer.encode('''multi-sequence build'''  ,  add_special_tokens=lowercase__		)

        _snake_case		:						Any         =  tokenizer.build_inputs_with_special_tokens(lowercase__		)
        _snake_case		:						Dict         =  tokenizer.build_inputs_with_special_tokens(lowercase__  ,  lowercase__		)

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









'''simple docstring'''

from __future__ import annotations




def  _a     (				lowerCAmelCase_						):





      """simple docstring"""



      _snake_case		:						List[str]         =  sorted(lowerCAmelCase_						)
      _snake_case		:						Any         =  len(lowerCAmelCase_						)
      _snake_case		:						List[str]         =  length >> 1
      return (
          (sorted_list[mid_index] + sorted_list[mid_index - 1]) / 2
          if length % 2 == 0
          else sorted_list[mid_index]
      )




def  _a     (				):





      """simple docstring"""



      import doctest

      doctest.testmod()


if __name__ == "__main__":
   main()


