


'''simple docstring'''





import os
import unittest

from transformers import BertTokenizerFast
from transformers.models.bert.tokenization_bert import (
    VOCAB_FILES_NAMES,
    BasicTokenizer,
    BertTokenizer,
    WordpieceTokenizer,
    _is_control,
    _is_punctuation,
    _is_whitespace,
)
from transformers.testing_utils import require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin, filter_non_english




@require_tokenizers
class 				UpperCAmelCase			(			_snake_case						, unittest.TestCase						):
 UpperCAmelCase				=					BertTokenizer
 UpperCAmelCase				=					BertTokenizerFast
 UpperCAmelCase				=					True
 UpperCAmelCase				=					True
 UpperCAmelCase				=					filter_non_english


 def        __SCREAMING_SNAKE_CASE					(      self							:	str ):
    super().setUp()

    UpperCAmelCase__	:Dict      =      [
        '''[UNK]''',
        '''[CLS]''',
        '''[SEP]''',
        '''[PAD]''',
        '''[MASK]''',
        '''want''',
        '''##want''',
        '''##ed''',
        '''wa''',
        '''un''',
        '''runn''',
        '''##ing''',
        ''',''',
        '''low''',
        '''lowest''',
    ]
    UpperCAmelCase__	:List[str]      =      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        __SCREAMING_SNAKE_CASE					(      self							:	Any			,       __lowerCamelCase							:	Dict ):
    UpperCAmelCase__	:List[str]      =      '''UNwant\u00E9d,running'''
    UpperCAmelCase__	:int      =      '''unwanted, running'''
    return input_text, output_text


 def        __SCREAMING_SNAKE_CASE					(      self							:	Any ):
    UpperCAmelCase__	:Tuple      =      self.tokenizer_class(self.vocab_file )

    UpperCAmelCase__	:Tuple      =      tokenizer.tokenize('''UNwant\u00E9d,running''' )
    self.assertListEqual(__lowerCamelCase			,       ['''un''', '''##want''', '''##ed''', ''',''', '''runn''', '''##ing'''] )
    self.assertListEqual(tokenizer.convert_tokens_to_ids(__lowerCamelCase )			,       [9, 6, 7, 1_2, 1_0, 1_1] )


 def        __SCREAMING_SNAKE_CASE					(      self							:	Tuple ):
    if not self.test_rust_tokenizer:
       return

    UpperCAmelCase__	:List[Any]      =      self.get_tokenizer()
    UpperCAmelCase__	:Tuple      =      self.get_rust_tokenizer()

    UpperCAmelCase__	:str      =      '''UNwant\u00E9d,running'''

    UpperCAmelCase__	:Dict      =      tokenizer.tokenize(__lowerCamelCase )
    UpperCAmelCase__	:Union[str, Any]      =      rust_tokenizer.tokenize(__lowerCamelCase )
    self.assertListEqual(__lowerCamelCase			,       __lowerCamelCase )

    UpperCAmelCase__	:int      =      tokenizer.encode(__lowerCamelCase			,       add_special_tokens=__lowerCamelCase )
    UpperCAmelCase__	:Optional[int]      =      rust_tokenizer.encode(__lowerCamelCase			,       add_special_tokens=__lowerCamelCase )
    self.assertListEqual(__lowerCamelCase			,       __lowerCamelCase )

    UpperCAmelCase__	:Tuple      =      self.get_rust_tokenizer()
    UpperCAmelCase__	:List[Any]      =      tokenizer.encode(__lowerCamelCase )
    UpperCAmelCase__	:List[Any]      =      rust_tokenizer.encode(__lowerCamelCase )
    self.assertListEqual(__lowerCamelCase			,       __lowerCamelCase )

    # With lower casing
    UpperCAmelCase__	:Tuple      =      self.get_tokenizer(do_lower_case=__lowerCamelCase )
    UpperCAmelCase__	:Dict      =      self.get_rust_tokenizer(do_lower_case=__lowerCamelCase )

    UpperCAmelCase__	:Optional[Any]      =      '''UNwant\u00E9d,running'''

    UpperCAmelCase__	:int      =      tokenizer.tokenize(__lowerCamelCase )
    UpperCAmelCase__	:Tuple      =      rust_tokenizer.tokenize(__lowerCamelCase )
    self.assertListEqual(__lowerCamelCase			,       __lowerCamelCase )

    UpperCAmelCase__	:str      =      tokenizer.encode(__lowerCamelCase			,       add_special_tokens=__lowerCamelCase )
    UpperCAmelCase__	:str      =      rust_tokenizer.encode(__lowerCamelCase			,       add_special_tokens=__lowerCamelCase )
    self.assertListEqual(__lowerCamelCase			,       __lowerCamelCase )

    UpperCAmelCase__	:Union[str, Any]      =      self.get_rust_tokenizer()
    UpperCAmelCase__	:Dict      =      tokenizer.encode(__lowerCamelCase )
    UpperCAmelCase__	:Optional[Any]      =      rust_tokenizer.encode(__lowerCamelCase )
    self.assertListEqual(__lowerCamelCase			,       __lowerCamelCase )


 def        __SCREAMING_SNAKE_CASE					(      self							:	List[str] ):
    UpperCAmelCase__	:Any      =      BasicTokenizer()

    self.assertListEqual(tokenizer.tokenize('''ah\u535A\u63A8zz''' )			,       ['''ah''', '''\u535A''', '''\u63A8''', '''zz'''] )


 def        __SCREAMING_SNAKE_CASE					(      self							:	Optional[int] ):
    UpperCAmelCase__	:List[Any]      =      BasicTokenizer(do_lower_case=__lowerCamelCase )

    self.assertListEqual(
        tokenizer.tokenize(''' \tHeLLo!how  \n Are yoU?  ''' )			,       ['''hello''', '''!''', '''how''', '''are''', '''you''', '''?'''] )
    self.assertListEqual(tokenizer.tokenize('''H\u00E9llo''' )			,       ['''hello'''] )


 def        __SCREAMING_SNAKE_CASE					(      self							:	int ):
    UpperCAmelCase__	:Any      =      BasicTokenizer(do_lower_case=__lowerCamelCase			,       strip_accents=__lowerCamelCase )

    self.assertListEqual(
        tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  ''' )			,       ['''hällo''', '''!''', '''how''', '''are''', '''you''', '''?'''] )
    self.assertListEqual(tokenizer.tokenize('''H\u00E9llo''' )			,       ['''h\u00E9llo'''] )


 def        __SCREAMING_SNAKE_CASE					(      self							:	Optional[int] ):
    UpperCAmelCase__	:List[str]      =      BasicTokenizer(do_lower_case=__lowerCamelCase			,       strip_accents=__lowerCamelCase )

    self.assertListEqual(
        tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  ''' )			,       ['''hallo''', '''!''', '''how''', '''are''', '''you''', '''?'''] )
    self.assertListEqual(tokenizer.tokenize('''H\u00E9llo''' )			,       ['''hello'''] )


 def        __SCREAMING_SNAKE_CASE					(      self							:	List[str] ):
    UpperCAmelCase__	:Dict      =      BasicTokenizer(do_lower_case=__lowerCamelCase )

    self.assertListEqual(
        tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  ''' )			,       ['''hallo''', '''!''', '''how''', '''are''', '''you''', '''?'''] )
    self.assertListEqual(tokenizer.tokenize('''H\u00E9llo''' )			,       ['''hello'''] )


 def        __SCREAMING_SNAKE_CASE					(      self							:	Optional[Any] ):
    UpperCAmelCase__	:Optional[Any]      =      BasicTokenizer(do_lower_case=__lowerCamelCase )

    self.assertListEqual(
        tokenizer.tokenize(''' \tHeLLo!how  \n Are yoU?  ''' )			,       ['''HeLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?'''] )


 def        __SCREAMING_SNAKE_CASE					(      self							:	List[str] ):
    UpperCAmelCase__	:Any      =      BasicTokenizer(do_lower_case=__lowerCamelCase			,       strip_accents=__lowerCamelCase )

    self.assertListEqual(
        tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  ''' )			,       ['''HäLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?'''] )


 def        __SCREAMING_SNAKE_CASE					(      self							:	Optional[int] ):
    UpperCAmelCase__	:List[Any]      =      BasicTokenizer(do_lower_case=__lowerCamelCase			,       strip_accents=__lowerCamelCase )

    self.assertListEqual(
        tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  ''' )			,       ['''HaLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?'''] )


 def        __SCREAMING_SNAKE_CASE					(      self							:	List[str] ):
    UpperCAmelCase__	:List[Any]      =      BasicTokenizer(do_lower_case=__lowerCamelCase			,       never_split=['''[UNK]'''] )

    self.assertListEqual(
        tokenizer.tokenize(''' \tHeLLo!how  \n Are yoU? [UNK]''' )			,       ['''HeLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?''', '''[UNK]'''] )


 def        __SCREAMING_SNAKE_CASE					(      self							:	Optional[int] ):
    UpperCAmelCase__	:Optional[int]      =      BasicTokenizer()
    UpperCAmelCase__	:Union[str, Any]      =      '''a\n\'ll !!to?\'d of, can\'t.'''
    UpperCAmelCase__	:Union[str, Any]      =      ['''a''', '''\'''', '''ll''', '''!''', '''!''', '''to''', '''?''', '''\'''', '''d''', '''of''', ''',''', '''can''', '''\'''', '''t''', '''.''']
    self.assertListEqual(tokenizer.tokenize(__lowerCamelCase )			,       __lowerCamelCase )


 def        __SCREAMING_SNAKE_CASE					(      self							:	Union[str, Any] ):
    UpperCAmelCase__	:Optional[Any]      =      ['''[UNK]''', '''[CLS]''', '''[SEP]''', '''want''', '''##want''', '''##ed''', '''wa''', '''un''', '''runn''', '''##ing''']

    UpperCAmelCase__	:Any      =      {}
    for i, token in enumerate(__lowerCamelCase ):
       UpperCAmelCase__	:Optional[int]      =      i
    UpperCAmelCase__	:str      =      WordpieceTokenizer(vocab=__lowerCamelCase			,       unk_token='''[UNK]''' )

    self.assertListEqual(tokenizer.tokenize('''''' )			,       [] )

    self.assertListEqual(tokenizer.tokenize('''unwanted running''' )			,       ['''un''', '''##want''', '''##ed''', '''runn''', '''##ing'''] )

    self.assertListEqual(tokenizer.tokenize('''unwantedX running''' )			,       ['''[UNK]''', '''runn''', '''##ing'''] )


 def        __SCREAMING_SNAKE_CASE					(      self							:	Any ):
    self.assertTrue(_is_whitespace(''' ''' ) )
    self.assertTrue(_is_whitespace('''\t''' ) )
    self.assertTrue(_is_whitespace('''\r''' ) )
    self.assertTrue(_is_whitespace('''\n''' ) )
    self.assertTrue(_is_whitespace('''\u00A0''' ) )

    self.assertFalse(_is_whitespace('''A''' ) )
    self.assertFalse(_is_whitespace('''-''' ) )


 def        __SCREAMING_SNAKE_CASE					(      self							:	str ):
    self.assertTrue(_is_control('''\u0005''' ) )

    self.assertFalse(_is_control('''A''' ) )
    self.assertFalse(_is_control(''' ''' ) )
    self.assertFalse(_is_control('''\t''' ) )
    self.assertFalse(_is_control('''\r''' ) )


 def        __SCREAMING_SNAKE_CASE					(      self							:	Optional[Any] ):
    self.assertTrue(_is_punctuation('''-''' ) )
    self.assertTrue(_is_punctuation('''$''' ) )
    self.assertTrue(_is_punctuation('''`''' ) )
    self.assertTrue(_is_punctuation('''.''' ) )

    self.assertFalse(_is_punctuation('''A''' ) )
    self.assertFalse(_is_punctuation(''' ''' ) )


 def        __SCREAMING_SNAKE_CASE					(      self							:	Optional[int] ):
    UpperCAmelCase__	:Any      =      self.get_tokenizer()
    UpperCAmelCase__	:Tuple      =      self.get_rust_tokenizer()

    # Example taken from the issue https://github.com/huggingface/tokenizers/issues/340
    self.assertListEqual([tokenizer.tokenize(__lowerCamelCase ) for t in ['''Test''', '''\xad''', '''test''']]			,       [['''[UNK]'''], [], ['''[UNK]''']] )

    self.assertListEqual(
        [rust_tokenizer.tokenize(__lowerCamelCase ) for t in ['''Test''', '''\xad''', '''test''']]			,       [['''[UNK]'''], [], ['''[UNK]''']] )


 @slow
 def        __SCREAMING_SNAKE_CASE					(      self							:	List[str] ):
    UpperCAmelCase__	:str      =      self.tokenizer_class.from_pretrained('''bert-base-uncased''' )

    UpperCAmelCase__	:int      =      tokenizer.encode('''sequence builders'''			,       add_special_tokens=__lowerCamelCase )
    UpperCAmelCase__	:Dict      =      tokenizer.encode('''multi-sequence build'''			,       add_special_tokens=__lowerCamelCase )

    UpperCAmelCase__	:int      =      tokenizer.build_inputs_with_special_tokens(__lowerCamelCase )
    UpperCAmelCase__	:Tuple      =      tokenizer.build_inputs_with_special_tokens(__lowerCamelCase			,       __lowerCamelCase )

    assert encoded_sentence == [1_0_1] + text + [1_0_2]
    assert encoded_pair == [1_0_1] + text + [1_0_2] + text_a + [1_0_2]


 def        __SCREAMING_SNAKE_CASE					(      self							:	Union[str, Any] ):
    for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
       with self.subTest(f'''{tokenizer.__class__.__name__} ({pretrained_name})''' ):
          UpperCAmelCase__	:Any      =      self.rust_tokenizer_class.from_pretrained(__lowerCamelCase			,       **__lowerCamelCase )

          UpperCAmelCase__	:str      =      f'''A, naïve {tokenizer_r.mask_token} AllenNLP sentence.'''
          UpperCAmelCase__	:Dict      =      tokenizer_r.encode_plus(
              __lowerCamelCase			,       return_attention_mask=__lowerCamelCase			,       return_token_type_ids=__lowerCamelCase			,       return_offsets_mapping=__lowerCamelCase			,       add_special_tokens=__lowerCamelCase			,       )

          UpperCAmelCase__	:Dict      =      tokenizer_r.do_lower_case if hasattr(__lowerCamelCase			,       '''do_lower_case''' ) else False
          UpperCAmelCase__	:Optional[Any]      =      (
              [
                  ((0, 0), tokenizer_r.cls_token),
                  ((0, 1), '''A'''),
                  ((1, 2), ''','''),
                  ((3, 5), '''na'''),
                  ((5, 6), '''##ï'''),
                  ((6, 8), '''##ve'''),
                  ((9, 1_5), tokenizer_r.mask_token),
                  ((1_6, 2_1), '''Allen'''),
                  ((2_1, 2_3), '''##NL'''),
                  ((2_3, 2_4), '''##P'''),
                  ((2_5, 3_3), '''sentence'''),
                  ((3_3, 3_4), '''.'''),
                  ((0, 0), tokenizer_r.sep_token),
              ]
              if not do_lower_case
              else [
                  ((0, 0), tokenizer_r.cls_token),
                  ((0, 1), '''a'''),
                  ((1, 2), ''','''),
                  ((3, 8), '''naive'''),
                  ((9, 1_5), tokenizer_r.mask_token),
                  ((1_6, 2_1), '''allen'''),
                  ((2_1, 2_3), '''##nl'''),
                  ((2_3, 2_4), '''##p'''),
                  ((2_5, 3_3), '''sentence'''),
                  ((3_3, 3_4), '''.'''),
                  ((0, 0), tokenizer_r.sep_token),
              ]
          )

          self.assertEqual(
              [e[1] for e in expected_results]			,       tokenizer_r.convert_ids_to_tokens(tokens['''input_ids'''] ) )
          self.assertEqual([e[0] for e in expected_results]			,       tokens['''offset_mapping'''] )





 def        __SCREAMING_SNAKE_CASE					(      self							:	int ):
    UpperCAmelCase__	:Optional[int]      =      ['''的''', '''人''', '''有''']
    UpperCAmelCase__	:str      =      ''''''.join(__lowerCamelCase )
    for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
       with self.subTest(f'''{tokenizer.__class__.__name__} ({pretrained_name})''' ):
          UpperCAmelCase__	:Any      =      True
          UpperCAmelCase__	:int      =      self.tokenizer_class.from_pretrained(__lowerCamelCase			,       **__lowerCamelCase )
          UpperCAmelCase__	:int      =      self.rust_tokenizer_class.from_pretrained(__lowerCamelCase			,       **__lowerCamelCase )

          UpperCAmelCase__	:Optional[Any]      =      tokenizer_p.encode(__lowerCamelCase			,       add_special_tokens=__lowerCamelCase )
          UpperCAmelCase__	:str      =      tokenizer_r.encode(__lowerCamelCase			,       add_special_tokens=__lowerCamelCase )

          UpperCAmelCase__	:str      =      tokenizer_r.convert_ids_to_tokens(__lowerCamelCase )
          UpperCAmelCase__	:Union[str, Any]      =      tokenizer_p.convert_ids_to_tokens(__lowerCamelCase )

          # it is expected that each Chinese character is not preceded by "##"
          self.assertListEqual(__lowerCamelCase			,       __lowerCamelCase )
          self.assertListEqual(__lowerCamelCase			,       __lowerCamelCase )

          UpperCAmelCase__	:List[Any]      =      False
          UpperCAmelCase__	:Dict      =      self.rust_tokenizer_class.from_pretrained(__lowerCamelCase			,       **__lowerCamelCase )
          UpperCAmelCase__	:Dict      =      self.tokenizer_class.from_pretrained(__lowerCamelCase			,       **__lowerCamelCase )

          UpperCAmelCase__	:str      =      tokenizer_r.encode(__lowerCamelCase			,       add_special_tokens=__lowerCamelCase )
          UpperCAmelCase__	:str      =      tokenizer_p.encode(__lowerCamelCase			,       add_special_tokens=__lowerCamelCase )

          UpperCAmelCase__	:int      =      tokenizer_r.convert_ids_to_tokens(__lowerCamelCase )
          UpperCAmelCase__	:Dict      =      tokenizer_p.convert_ids_to_tokens(__lowerCamelCase )

          # it is expected that only the first Chinese character is not preceded by "##".
          UpperCAmelCase__	:Tuple      =      [
              f'''##{token}''' if idx != 0 else token for idx, token in enumerate(__lowerCamelCase )
          ]
          self.assertListEqual(__lowerCamelCase			,       __lowerCamelCase )
          self.assertListEqual(__lowerCamelCase			,       __lowerCamelCase )







'''simple docstring'''





def        a__     (					UpperCamelCase_						:      int | float | str						):
   try:
      UpperCAmelCase__	:Union[str, Any]      =      float(UpperCamelCase_						)
   except ValueError:
      raise ValueError('''Please enter a valid number'''						)
   UpperCAmelCase__	:List[str]      =      decimal - int(UpperCamelCase_						)
   if fractional_part == 0:
      return int(UpperCamelCase_						), 1
   else:
      UpperCAmelCase__	:List[Any]      =      len(str(UpperCamelCase_						).split('''.'''						)[1]						)
      UpperCAmelCase__	:Tuple      =      int(decimal * (10**number_of_frac_digits)						)
      UpperCAmelCase__	:int      =      10**number_of_frac_digits
      UpperCAmelCase__   ,						UpperCAmelCase__	:List[str]      =      denominator, numerator
      while True:
         UpperCAmelCase__	:Optional[Any]      =      dividend % divisor
         if remainder == 0:
            break
         UpperCAmelCase__   ,						UpperCAmelCase__	:List[str]      =      divisor, remainder
      UpperCAmelCase__   ,						UpperCAmelCase__	:Tuple      =      numerator / divisor, denominator / divisor
      return int(UpperCamelCase_						), int(UpperCamelCase_						)


if __name__ == "__main__":
    print(F'''{decimal_to_fraction(2) = }''')
    print(F'''{decimal_to_fraction(89.0) = }''')
    print(F'''{decimal_to_fraction("67") = }''')
    print(F'''{decimal_to_fraction("45.0") = }''')
    print(F'''{decimal_to_fraction(1.5) = }''')
    print(F'''{decimal_to_fraction("6.25") = }''')
    print(F'''{decimal_to_fraction("78td") = }''')



