
"""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 			a       (      A__      ,   unittest.TestCase     ):
 snake_case__								=					MPNetTokenizer
 snake_case__								=					MPNetTokenizerFast
 snake_case__								=					True
 snake_case__								=					True



 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(_lowerCAmelCase							,					['un', '##want', '##ed', ',', 'runn', '##ing']    )
  self.assertListEqual(tokenizer.convert_tokens_to_ids(_lowerCAmelCase    )							,					[9, 6, 7, 12, 10, 11]    )



 @slow
 def       UpperCamelCase__     (    self    ):







  """simple docstring"""






  lowerCAmelCase													=   self.tokenizer_class.from_pretrained('microsoft/mpnet-base'    )

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

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

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












"""simple docstring"""
import unittest
from pathlib import Path

from transformers import is_vision_available, load_tool
from transformers.testing_utils import get_tests_dir

from .test_tools_common import ToolTesterMixin


if is_vision_available():
       from PIL import Image







class 			a       (      unittest.TestCase      ,   a__     ):



 def       UpperCamelCase__     (    self    ):







  """simple docstring"""






  lowerCAmelCase													=   load_tool('image-question-answering'    )
  self.tool.setup()
  lowerCAmelCase													=   load_tool('image-question-answering'							,					remote=_snake_case    )



 def       UpperCamelCase__     (    self    ):







  """simple docstring"""






  lowerCAmelCase													=   Image.open(Path(get_tests_dir('fixtures/tests_samples/COCO'    )    ) / '000000039769.png'    )
  lowerCAmelCase													=   self.tool(_snake_case							,					'How many cats are sleeping on the couch?'    )
  self.assertEqual(_snake_case							,					'2'    )



 def       UpperCamelCase__     (    self    ):







  """simple docstring"""






  lowerCAmelCase													=   Image.open(Path(get_tests_dir('fixtures/tests_samples/COCO'    )    ) / '000000039769.png'    )
  lowerCAmelCase													=   self.remote_tool(_snake_case							,					'How many cats are sleeping on the couch?'    )
  self.assertEqual(_snake_case							,					'2'    )



 def       UpperCamelCase__     (    self    ):







  """simple docstring"""






  lowerCAmelCase													=   Image.open(Path(get_tests_dir('fixtures/tests_samples/COCO'    )    ) / '000000039769.png'    )
  lowerCAmelCase													=   self.tool(image=_snake_case							,					question='How many cats are sleeping on the couch?'    )
  self.assertEqual(_snake_case							,					'2'    )



 def       UpperCamelCase__     (    self    ):







  """simple docstring"""






  lowerCAmelCase													=   Image.open(Path(get_tests_dir('fixtures/tests_samples/COCO'    )    ) / '000000039769.png'    )
  lowerCAmelCase													=   self.remote_tool(image=_snake_case							,					question='How many cats are sleeping on the couch?'    )
  self.assertEqual(_snake_case							,					'2'    )





