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  __magic_name__  (		__a      ,	unittest.TestCase    ):





   """simple docstring"""




   lowerCAmelCase      :    int  			=   BertTokenizer
   lowerCAmelCase      :    Dict  			=   BertTokenizerFast
   lowerCAmelCase      :    Optional[Any]  			=   True
   lowerCAmelCase      :    Optional[int]  			=   True
   lowerCAmelCase      :    Dict  			=   filter_non_english



   def   lowerCAmelCase						(	self					:  int							):



    """simple docstring"""



    super().setUp()

    _UpperCamelCase:     Tuple							= [
        '''[UNK]''',
        '''[CLS]''',
        '''[SEP]''',
        '''[PAD]''',
        '''[MASK]''',
        '''want''',
        '''##want''',
        '''##ed''',
        '''wa''',
        '''un''',
        '''runn''',
        '''##ing''',
        ''',''',
        '''low''',
        '''lowest''',
    ]
    _UpperCamelCase:     Optional[int]							= 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   lowerCAmelCase						(	self					:  Union[str, Any]		,  _lowercase					:  Optional[Any]							):



    """simple docstring"""



    _UpperCamelCase:     Union[str, Any]							= '''UNwant\u00E9d,running'''
    _UpperCamelCase:     List[Any]							= '''unwanted, running'''
    return input_text, output_text



   def   lowerCAmelCase						(	self					:  Union[str, Any]							):



    """simple docstring"""



    _UpperCamelCase:     Optional[Any]							= self.tokenizer_class(self.vocab_file							)

    _UpperCamelCase:     Dict							= tokenizer.tokenize('''UNwant\u00E9d,running'''							)
    self.assertListEqual(_lowercase		,  ['''un''', '''##want''', '''##ed''', ''',''', '''runn''', '''##ing''']							)
    self.assertListEqual(tokenizer.convert_tokens_to_ids(_lowercase							)		,  [9, 6, 7, 12, 10, 11]							)



   def   lowerCAmelCase						(	self					:  Optional[Any]							):



    """simple docstring"""



    if not self.test_rust_tokenizer:
     return

    _UpperCamelCase:     Optional[int]							= self.get_tokenizer()
    _UpperCamelCase:     int							= self.get_rust_tokenizer()

    _UpperCamelCase:     Union[str, Any]							= '''UNwant\u00E9d,running'''

    _UpperCamelCase:     Union[str, Any]							= tokenizer.tokenize(_lowercase							)
    _UpperCamelCase:     List[str]							= rust_tokenizer.tokenize(_lowercase							)
    self.assertListEqual(_lowercase		,  _lowercase							)

    _UpperCamelCase:     List[Any]							= tokenizer.encode(_lowercase		,  add_special_tokens=_lowercase							)
    _UpperCamelCase:     Union[str, Any]							= rust_tokenizer.encode(_lowercase		,  add_special_tokens=_lowercase							)
    self.assertListEqual(_lowercase		,  _lowercase							)

    _UpperCamelCase:     Optional[Any]							= self.get_rust_tokenizer()
    _UpperCamelCase:     Optional[int]							= tokenizer.encode(_lowercase							)
    _UpperCamelCase:     Union[str, Any]							= rust_tokenizer.encode(_lowercase							)
    self.assertListEqual(_lowercase		,  _lowercase							)

    # With lower casing
    _UpperCamelCase:     List[Any]							= self.get_tokenizer(do_lower_case=_lowercase							)
    _UpperCamelCase:     str							= self.get_rust_tokenizer(do_lower_case=_lowercase							)

    _UpperCamelCase:     Dict							= '''UNwant\u00E9d,running'''

    _UpperCamelCase:     List[str]							= tokenizer.tokenize(_lowercase							)
    _UpperCamelCase:     Union[str, Any]							= rust_tokenizer.tokenize(_lowercase							)
    self.assertListEqual(_lowercase		,  _lowercase							)

    _UpperCamelCase:     Union[str, Any]							= tokenizer.encode(_lowercase		,  add_special_tokens=_lowercase							)
    _UpperCamelCase:     Tuple							= rust_tokenizer.encode(_lowercase		,  add_special_tokens=_lowercase							)
    self.assertListEqual(_lowercase		,  _lowercase							)

    _UpperCamelCase:     Union[str, Any]							= self.get_rust_tokenizer()
    _UpperCamelCase:     Union[str, Any]							= tokenizer.encode(_lowercase							)
    _UpperCamelCase:     int							= rust_tokenizer.encode(_lowercase							)
    self.assertListEqual(_lowercase		,  _lowercase							)



   def   lowerCAmelCase						(	self					:  Any							):



    """simple docstring"""



    _UpperCamelCase:     Dict							= BasicTokenizer()

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



   def   lowerCAmelCase						(	self					:  int							):



    """simple docstring"""



    _UpperCamelCase:     Optional[int]							= BasicTokenizer(do_lower_case=_lowercase							)

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



   def   lowerCAmelCase						(	self					:  Dict							):



    """simple docstring"""



    _UpperCamelCase:     Dict							= BasicTokenizer(do_lower_case=_lowercase		,  strip_accents=_lowercase							)

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



   def   lowerCAmelCase						(	self					:  int							):



    """simple docstring"""



    _UpperCamelCase:     Tuple							= BasicTokenizer(do_lower_case=_lowercase		,  strip_accents=_lowercase							)

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



   def   lowerCAmelCase						(	self					:  str							):



    """simple docstring"""



    _UpperCamelCase:     Union[str, Any]							= BasicTokenizer(do_lower_case=_lowercase							)

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



   def   lowerCAmelCase						(	self					:  List[str]							):



    """simple docstring"""



    _UpperCamelCase:     List[Any]							= BasicTokenizer(do_lower_case=_lowercase							)

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



   def   lowerCAmelCase						(	self					:  Optional[Any]							):



    """simple docstring"""



    _UpperCamelCase:     Union[str, Any]							= BasicTokenizer(do_lower_case=_lowercase		,  strip_accents=_lowercase							)

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



   def   lowerCAmelCase						(	self					:  Union[str, Any]							):



    """simple docstring"""



    _UpperCamelCase:     Optional[Any]							= BasicTokenizer(do_lower_case=_lowercase		,  strip_accents=_lowercase							)

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



   def   lowerCAmelCase						(	self					:  List[Any]							):



    """simple docstring"""



    _UpperCamelCase:     str							= BasicTokenizer(do_lower_case=_lowercase		,  never_split=['''[UNK]''']							)

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



   def   lowerCAmelCase						(	self					:  Optional[int]							):



    """simple docstring"""



    _UpperCamelCase:     int							= BasicTokenizer()
    _UpperCamelCase:     Any							= '''a\n\'ll !!to?\'d of, can\'t.'''
    _UpperCamelCase:     int							= ['''a''', '''\'''', '''ll''', '''!''', '''!''', '''to''', '''?''', '''\'''', '''d''', '''of''', ''',''', '''can''', '''\'''', '''t''', '''.''']
    self.assertListEqual(tokenizer.tokenize(_lowercase							)		,  _lowercase							)



   def   lowerCAmelCase						(	self					:  List[Any]							):



    """simple docstring"""



    _UpperCamelCase:     int							= ['''[UNK]''', '''[CLS]''', '''[SEP]''', '''want''', '''##want''', '''##ed''', '''wa''', '''un''', '''runn''', '''##ing''']

    _UpperCamelCase:     str							= {}
    for i, token in enumerate(_lowercase							):
     _UpperCamelCase:     Union[str, Any]							= i
    _UpperCamelCase:     Union[str, Any]							= WordpieceTokenizer(vocab=_lowercase		,  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   lowerCAmelCase						(	self					:  Optional[int]							):



    """simple docstring"""



    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   lowerCAmelCase						(	self					:  str							):



    """simple docstring"""



    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   lowerCAmelCase						(	self					:  List[str]							):



    """simple docstring"""



    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   lowerCAmelCase						(	self					:  int							):



    """simple docstring"""



    _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(_lowercase							) for t in ['''Test''', '''\xad''', '''test''']]		,  [['''[UNK]'''], [], ['''[UNK]''']]							)

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



   @slow
   def   lowerCAmelCase						(	self					:  List[str]							):



    """simple docstring"""



    _UpperCamelCase:     List[Any]							= self.tokenizer_class.from_pretrained('''bert-base-uncased'''							)

    _UpperCamelCase:     Optional[Any]							= tokenizer.encode('''sequence builders'''		,  add_special_tokens=_lowercase							)
    _UpperCamelCase:     List[Any]							= tokenizer.encode('''multi-sequence build'''		,  add_special_tokens=_lowercase							)

    _UpperCamelCase:     Union[str, Any]							= tokenizer.build_inputs_with_special_tokens(_lowercase							)
    _UpperCamelCase:     Dict							= tokenizer.build_inputs_with_special_tokens(_lowercase		,  _lowercase							)

    assert encoded_sentence == [101] + text + [102]
    assert encoded_pair == [101] + text + [102] + text_a + [102]



   def   lowerCAmelCase						(	self					:  Optional[Any]							):



    """simple docstring"""



    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(_lowercase		,  **_lowercase							)

      _UpperCamelCase:     Optional[int]							= f"""A, naïve {tokenizer_r.mask_token} AllenNLP sentence."""
      _UpperCamelCase:     int							= tokenizer_r.encode_plus(
          _lowercase		,  return_attention_mask=_lowercase		,  return_token_type_ids=_lowercase		,  return_offsets_mapping=_lowercase		,  add_special_tokens=_lowercase		,  )

      _UpperCamelCase:     Any							= tokenizer_r.do_lower_case if hasattr(_lowercase		,  '''do_lower_case'''							) else False
      _UpperCamelCase:     int							= (
          [
              ((0, 0), tokenizer_r.cls_token),
              ((0, 1), '''A'''),
              ((1, 2), ''','''),
              ((3, 5), '''na'''),
              ((5, 6), '''##ï'''),
              ((6, 8), '''##ve'''),
              ((9, 15), tokenizer_r.mask_token),
              ((16, 21), '''Allen'''),
              ((21, 23), '''##NL'''),
              ((23, 24), '''##P'''),
              ((25, 33), '''sentence'''),
              ((33, 34), '''.'''),
              ((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, 15), tokenizer_r.mask_token),
              ((16, 21), '''allen'''),
              ((21, 23), '''##nl'''),
              ((23, 24), '''##p'''),
              ((25, 33), '''sentence'''),
              ((33, 34), '''.'''),
              ((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   lowerCAmelCase						(	self					:  int							):



    """simple docstring"""



    _UpperCamelCase:     str							= ['''的''', '''人''', '''有''']
    _UpperCamelCase:     Dict							= ''''''.join(_lowercase							)
    for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
     with self.subTest(f"""{tokenizer.__class__.__name__} ({pretrained_name})"""							):
      _UpperCamelCase:     Tuple							= True
      _UpperCamelCase:     Tuple							= self.tokenizer_class.from_pretrained(_lowercase		,  **_lowercase							)
      _UpperCamelCase:     Union[str, Any]							= self.rust_tokenizer_class.from_pretrained(_lowercase		,  **_lowercase							)

      _UpperCamelCase:     List[str]							= tokenizer_p.encode(_lowercase		,  add_special_tokens=_lowercase							)
      _UpperCamelCase:     str							= tokenizer_r.encode(_lowercase		,  add_special_tokens=_lowercase							)

      _UpperCamelCase:     List[str]							= tokenizer_r.convert_ids_to_tokens(_lowercase							)
      _UpperCamelCase:     Any							= tokenizer_p.convert_ids_to_tokens(_lowercase							)

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

      _UpperCamelCase:     Dict							= False
      _UpperCamelCase:     Dict							= self.rust_tokenizer_class.from_pretrained(_lowercase		,  **_lowercase							)
      _UpperCamelCase:     Optional[Any]							= self.tokenizer_class.from_pretrained(_lowercase		,  **_lowercase							)

      _UpperCamelCase:     Any							= tokenizer_r.encode(_lowercase		,  add_special_tokens=_lowercase							)
      _UpperCamelCase:     Dict							= tokenizer_p.encode(_lowercase		,  add_special_tokens=_lowercase							)

      _UpperCamelCase:     Optional[Any]							= tokenizer_r.convert_ids_to_tokens(_lowercase							)
      _UpperCamelCase:     List[str]							= tokenizer_p.convert_ids_to_tokens(_lowercase							)

      # 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(_lowercase							)
      ]
      self.assertListEqual(_lowercase		,  _lowercase							)
      self.assertListEqual(_lowercase		,  _lowercase							)
def       lowerCAmelCase_     (		lowercase:							int = 600_851_475_143		)    ->				int:







 '''simple docstring'''

 try:
  _UpperCamelCase:     Optional[int]							= int(lowercase		)
 except (TypeError, ValueError):
  raise TypeError('''Parameter n must be int or castable to int.'''		)
 if n <= 0:
  raise ValueError('''Parameter n must be greater than or equal to one.'''		)
 _UpperCamelCase:     Dict							= 1
 _UpperCamelCase:     Tuple							= 2
 while i * i <= n:
  while n % i == 0:
   _UpperCamelCase:     List[Any]							= i
   n //= i
  i += 1
 if n > 1:
  _UpperCamelCase:     Any							= n
 return int(lowercase		)


if __name__ == "__main__":
  print(f"""{solution() = }""")