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

from transformers import HerbertTokenizer, HerbertTokenizerFast
from transformers.models.herbert.tokenization_herbert import VOCAB_FILES_NAMES
from transformers.testing_utils import get_tests_dir, require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin




@require_tokenizers
class   __snake_case			(	__lowerCAmelCase			, unittest.TestCase							):
      a__								=						HerbertTokenizer
      a__								=						HerbertTokenizerFast
      a__								=						True



      def     lowerCamelCase_  (		self)      ->     List[str]:





        '''simple docstring'''





        super().setUp()

        # Use a simpler test file without japanese/chinese characters
        with open(f'{get_tests_dir()}/fixtures/sample_text_no_unicode.txt'       ,     encoding='utf-8') as f_data:
          a__:	Union[str, Any]     				=      f_data.read().replace('\n\n'       ,     '\n').strip()

        a__:	Tuple     				=      [
            '<s>',
            '</s>',
            'l',
            'o',
            'w',
            'e',
            'r',
            's',
            't',
            'i',
            'd',
            'n',
            'w</w>',
            'r</w>',
            't</w>',
            'lo',
            'low',
            'er</w>',
            'low</w>',
            'lowest</w>',
            'newer</w>',
            'wider</w>',
            ',</w>',
            '<unk>',
        ]
        a__:	Union[str, Any]     				=      dict(zip(lowercase       ,     range(len(lowercase))))
        a__:	int     				=      ['l o 123', 'lo w 1456', 'e r</w> 1789', '']

        a__:	Any     				=      os.path.join(self.tmpdirname       ,     VOCAB_FILES_NAMES['vocab_file'])
        a__:	Optional[Any]     				=      os.path.join(self.tmpdirname       ,     VOCAB_FILES_NAMES['merges_file'])
        with open(self.vocab_file       ,     'w') as fp:
          fp.write(json.dumps(lowercase))
        with open(self.merges_file       ,     'w') as fp:
          fp.write('\n'.join(lowercase))



      def     lowerCamelCase_  (		self       ,     lowercase)      ->     Optional[Any]:





        '''simple docstring'''





        a__:	Dict     				=      'lower newer'
        a__:	str     				=      'lower newer'
        return input_text, output_text



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





        '''simple docstring'''





        a__:	int     				=      self.tokenizer_class(vocab_file=self.vocab_file       ,     merges_file=self.merges_file)

        a__:	List[str]     				=      'lower'
        a__:	Dict     				=      ['low', 'er</w>']
        a__:	List[str]     				=      tokenizer.tokenize(lowercase)
        self.assertListEqual(lowercase       ,     lowercase)

        a__:	int     				=      tokens + ['<unk>']
        a__:	Union[str, Any]     				=      [16, 17, 23]
        self.assertListEqual(tokenizer.convert_tokens_to_ids(lowercase)       ,     lowercase)



      def     lowerCamelCase_  (		self)      ->     Optional[int]:





        '''simple docstring'''





        if not self.test_rust_tokenizer:
          return

        a__:	List[str]     				=      self.get_tokenizer()
        a__:	Union[str, Any]     				=      self.get_rust_tokenizer()

        a__:	Dict     				=      'lower,newer'

        a__:	Any     				=      tokenizer.tokenize(lowercase)
        a__:	Optional[Any]     				=      rust_tokenizer.tokenize(lowercase)
        self.assertListEqual(lowercase       ,     lowercase)

        a__:	Dict     				=      tokenizer.encode(lowercase       ,     add_special_tokens=lowercase)
        a__:	Dict     				=      rust_tokenizer.encode(lowercase       ,     add_special_tokens=lowercase)
        self.assertListEqual(lowercase       ,     lowercase)

        a__:	List[Any]     				=      self.get_rust_tokenizer()
        a__:	Union[str, Any]     				=      tokenizer.encode(lowercase)
        a__:	Union[str, Any]     				=      rust_tokenizer.encode(lowercase)
        self.assertListEqual(lowercase       ,     lowercase)



      @slow
      def     lowerCamelCase_  (		self)      ->     str:





        '''simple docstring'''





        a__:	List[Any]     				=      self.tokenizer_class.from_pretrained('allegro/herbert-base-cased')

        a__:	Optional[int]     				=      tokenizer.encode('konstruowanie sekwencji'       ,     add_special_tokens=lowercase)
        a__:	List[Any]     				=      tokenizer.encode('konstruowanie wielu sekwencji'       ,     add_special_tokens=lowercase)

        a__:	Dict     				=      tokenizer.build_inputs_with_special_tokens(lowercase)
        a__:	Optional[int]     				=      tokenizer.build_inputs_with_special_tokens(lowercase       ,     lowercase)

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




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 			UpperCamelCase__		(     unittest.TestCase,      SCREAMING_SNAKE_CASE_ ):







	'''simple docstring'''





	def 	__snake_case					(      self		):
					A__	:						Dict								=				load_tool('''image-question-answering'''		)
					self.tool.setup()
					A__	:						List[Any]								=				load_tool('''image-question-answering'''					,							remote=UpperCamelCase__		)





	def 	__snake_case					(      self		):
					A__	:						str								=				Image.open(Path(get_tests_dir('''fixtures/tests_samples/COCO'''		)		) / '''000000039769.png'''		)
					A__	:						List[str]								=				self.tool(UpperCamelCase__					,							'''How many cats are sleeping on the couch?'''		)
					self.assertEqual(UpperCamelCase__					,							'''2'''		)





	def 	__snake_case					(      self		):
					A__	:						Tuple								=				Image.open(Path(get_tests_dir('''fixtures/tests_samples/COCO'''		)		) / '''000000039769.png'''		)
					A__	:						Dict								=				self.remote_tool(UpperCamelCase__					,							'''How many cats are sleeping on the couch?'''		)
					self.assertEqual(UpperCamelCase__					,							'''2'''		)





	def 	__snake_case					(      self		):
					A__	:						Dict								=				Image.open(Path(get_tests_dir('''fixtures/tests_samples/COCO'''		)		) / '''000000039769.png'''		)
					A__	:						int								=				self.tool(image=UpperCamelCase__					,							question='''How many cats are sleeping on the couch?'''		)
					self.assertEqual(UpperCamelCase__					,							'''2'''		)





	def 	__snake_case					(      self		):
					A__	:						Tuple								=				Image.open(Path(get_tests_dir('''fixtures/tests_samples/COCO'''		)		) / '''000000039769.png'''		)
					A__	:						str								=				self.remote_tool(image=UpperCamelCase__					,							question='''How many cats are sleeping on the couch?'''		)
					self.assertEqual(UpperCamelCase__					,							'''2'''		)