


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 _lowerCamelCase(		_a,					unittest.TestCase  ):
       lowercase_					:      Optional[Any]       					=     FunnelTokenizer
       lowercase_					:      Union[str, Any]       					=     FunnelTokenizerFast
       lowercase_					:      List[Any]       					=     True
       lowercase_					:      Optional[int]       					=     True
       def      UpperCamelCase	(   self)			->  Tuple:




           """simple docstring"""

           super().setUp()

           _lowercase			:				Optional[int] 						=						[
               '<unk>',
               '<cls>',
               '<sep>',
               'want',
               '##want',
               '##ed',
               'wa',
               'un',
               'runn',
               '##ing',
               ',',
               'low',
               'lowest',
           ]
           _lowercase			:				Tuple 						=						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, **lowerCamelCase)			->  Tuple:




           """simple docstring"""

           return FunnelTokenizer.from_pretrained(self.tmpdirname, **lowerCamelCase)
       def      UpperCamelCase	(   self, **lowerCamelCase)			->  Any:




           """simple docstring"""

           return FunnelTokenizerFast.from_pretrained(self.tmpdirname, **lowerCamelCase)
       def      UpperCamelCase	(   self, lowerCamelCase)			->  Optional[Any]:




           """simple docstring"""

           _lowercase			:				int 						=						'UNwant\u00E9d,running'
           _lowercase			:				str 						=						'unwanted, running'
           return input_text, output_text
       def      UpperCamelCase	(   self)			->  Tuple:




           """simple docstring"""

           _lowercase			:				List[str] 						=						self.tokenizer_class(self.vocab_file)

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




       def      UpperCamelCase	(   self)			->  Any:




           """simple docstring"""

           _lowercase			:				str 						=						self.get_tokenizers(do_lower_case=lowerCamelCase)
           for tokenizer in tokenizers:
               _lowercase			:				List[Any] 						=						tokenizer('UNwant\u00E9d,running')
               _lowercase			:				List[Any] 						=						len(inputs['input_ids']) - 1
               self.assertListEqual(inputs['token_type_ids'], [2] + [0] * sentence_len)

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






def 							UpperCamelCase_( lowerCamelCase_					)       ->		int:

    if not isinstance(lowerCamelCase_				,					lowerCamelCase_					):
        raise ValueError('multiplicative_persistence() only accepts integral values'					)
    if num < 0:
        raise ValueError('multiplicative_persistence() does not accept negative values'					)

    _lowercase			:				List[str] 						=						0
    _lowercase			:				Optional[int] 						=						str(lowerCamelCase_					)

    while len(lowerCamelCase_					) != 1:
        _lowercase			:				Any 						=						[int(lowerCamelCase_					) for i in num_string]

        _lowercase			:				List[Any] 						=						1
        for i in range(0				,					len(lowerCamelCase_					)					):
            total *= numbers[i]

        _lowercase			:				Optional[Any] 						=						str(lowerCamelCase_					)

        steps += 1
    return steps



def 							UpperCamelCase_( lowerCamelCase_					)       ->		int:

    if not isinstance(lowerCamelCase_				,					lowerCamelCase_					):
        raise ValueError('additive_persistence() only accepts integral values'					)
    if num < 0:
        raise ValueError('additive_persistence() does not accept negative values'					)

    _lowercase			:				Optional[int] 						=						0
    _lowercase			:				str 						=						str(lowerCamelCase_					)

    while len(lowerCamelCase_					) != 1:
        _lowercase			:				Dict 						=						[int(lowerCamelCase_					) for i in num_string]

        _lowercase			:				Any 						=						0
        for i in range(0				,					len(lowerCamelCase_					)					):
            total += numbers[i]

        _lowercase			:				Dict 						=						str(lowerCamelCase_					)

        steps += 1
    return steps


if __name__ == "__main__":
 import doctest

 doctest.testmod()


