





'''simple docstring'''






import os
import unittest

from transformers import FunnelTokenizer, FunnelTokenizerFast
from transformers.models.funnel.tokenization_funnel import VOCAB_FILES_NAMES
from transformers.testing_utils import require_tokenizers

from ...test_tokenization_common import TokenizerTesterMixin


@require_tokenizers
class   _lowercase						(							a		,					unittest.TestCase				):
   _UpperCamelCase       		=   FunnelTokenizer
   _UpperCamelCase       		=   FunnelTokenizerFast
   _UpperCamelCase       		=   True
   _UpperCamelCase       		=   True


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

       A       :       Optional[int]							=						[
           '''<unk>''',
           '''<cls>''',
           '''<sep>''',
           '''want''',
           '''##want''',
           '''##ed''',
           '''wa''',
           '''un''',
           '''runn''',
           '''##ing''',
           ''',''',
           '''low''',
           '''lowest''',
       ]
       A       :       Dict							=						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 					snake_case				( self    ,   **_UpperCAmelCase					):
       return FunnelTokenizer.from_pretrained(self.tmpdirname    ,   **_UpperCAmelCase					)


   def 					snake_case				( self    ,   **_UpperCAmelCase					):
       return FunnelTokenizerFast.from_pretrained(self.tmpdirname    ,   **_UpperCAmelCase					)


   def 					snake_case				( self    ,   _UpperCAmelCase					):
       A       :       Tuple							=						'''UNwant\u00E9d,running'''
       A       :       List[str]							=						'''unwanted, running'''
       return input_text, output_text


   def 					snake_case				( self					):
       A       :       Optional[int]							=						self.tokenizer_class(self.vocab_file					)

       A       :       Tuple							=						tokenizer.tokenize('''UNwant\u00E9d,running'''					)
       self.assertListEqual(_UpperCAmelCase    ,   ['''un''', '''##want''', '''##ed''', ''',''', '''runn''', '''##ing''']					)
       self.assertListEqual(tokenizer.convert_tokens_to_ids(_UpperCAmelCase					)    ,   [7, 4, 5, 10, 8, 9]					)


   def 					snake_case				( self					):
       A       :       int							=						self.get_tokenizers(do_lower_case=_UpperCAmelCase					)
       for tokenizer in tokenizers:
           A       :       List[Any]							=						tokenizer('''UNwant\u00E9d,running'''					)
           A       :       Optional[int]							=						len(inputs['''input_ids''']					) - 1
           self.assertListEqual(inputs['''token_type_ids''']    ,   [2] + [0] * sentence_len					)

           A       :       List[str]							=						tokenizer('''UNwant\u00E9d,running'''    ,   '''UNwant\u00E9d,running'''					)
           self.assertListEqual(inputs['''token_type_ids''']    ,   [2] + [0] * sentence_len + [1] * sentence_len					)







'''simple docstring'''






from ..utils import DummyObject, requires_backends


class   _lowercase						(							metaclass=a				):
   _UpperCamelCase       		=   ["""onnx"""]


   def __init__( self    ,   *_UpperCAmelCase    ,   **_UpperCAmelCase					):
       requires_backends(self    ,   ['''onnx''']					)


   @classmethod
   def 					snake_case				( cls    ,   *_UpperCAmelCase    ,   **_UpperCAmelCase					):
       requires_backends(cls    ,   ['''onnx''']					)


   @classmethod
   def 					snake_case				( cls    ,   *_UpperCAmelCase    ,   **_UpperCAmelCase					):
       requires_backends(cls    ,   ['''onnx''']					)
