






import unittest
import warnings
from dataclasses import dataclass

from transformers.convert_slow_tokenizer import SpmConverter
from transformers.testing_utils import get_tests_dir

@dataclass
class        snake_case_				:







   """simple docstring"""



   __lowerCAmelCase  =    42






class        snake_case_				(							unittest.TestCase   ):







   """simple docstring"""



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


       """simple docstring"""



       _lowercase     			=						get_tests_dir('fixtures/test_sentencepiece.model'						)
       _lowercase     			=						get_tests_dir('fixtures/test_sentencepiece_with_bytefallback.model'						)

       _lowercase     			=						FakeOriginalTokenizer(vocab_file=lowerCamelCase__						)

       with warnings.catch_warnings(record=lowerCamelCase__						) as w:
           _lowercase     			=						SpmConverter(lowerCamelCase__						)
       self.assertEqual(len(lowerCamelCase__						) ,							0						)

       _lowercase     			=						FakeOriginalTokenizer(vocab_file=lowerCamelCase__						)

       with warnings.catch_warnings(record=lowerCamelCase__						) as w:
           _lowercase     			=						SpmConverter(lowerCamelCase__						)
       self.assertEqual(len(lowerCamelCase__						) ,							1						)

       self.assertIn(
           'The sentencepiece tokenizer that you are converting to a fast tokenizer uses the byte fallback option'
           ' which is not implemented in the fast tokenizers.' ,							str(w[0].message						) ,							)




from hashlib import mda, shaaaa

__UpperCamelCase							:							Dict    							=					(shaaaa, mda)

class    __magic_name__						:


     def __init__(   self				:  Optional[Any]				,						lowerCamelCase__				:  int = 8      )	->   None:





      '''simple docstring'''






      UpperCamelCase__       :     int 							= 0b0
      UpperCamelCase__       :     Optional[int] 							= size


     def   UpperCAmelCase__						(   self				:  Tuple				,						lowerCamelCase__				:  str      )	->   None:





      '''simple docstring'''






      UpperCamelCase__       :     Union[str, Any] 							= self.hash_(lowerCamelCase__      )
      self.bitarray |= h


     def   UpperCAmelCase__						(   self				:  Any				,						lowerCamelCase__				:  str      )	->   bool:





      '''simple docstring'''






      UpperCamelCase__       :     Any 							= self.hash_(lowerCamelCase__      )
      return (h & self.bitarray) == h


     def __contains__(   self				:  Any				,						lowerCamelCase__				:  str      )	->   bool:





      '''simple docstring'''






      return self.exists(lowerCamelCase__      )


     def   UpperCAmelCase__						(   self				:  Union[str, Any]				,						lowerCamelCase__				:  int      )	->   str:





      '''simple docstring'''






      UpperCamelCase__       :     Optional[int] 							= bin(lowerCamelCase__      )[2:]
      return res.zfill(self.size      )


     @property
     def   UpperCAmelCase__						(   self				:  Tuple      )	->   str:





      '''simple docstring'''






      return self.format_bin(self.bitarray      )


     def   UpperCAmelCase__						(   self				:  int				,						lowerCamelCase__				:  str      )	->   int:





      '''simple docstring'''






      UpperCamelCase__       :     Union[str, Any] 							= 0b0
      for func in HASH_FUNCTIONS:
       UpperCamelCase__       :     Optional[Any] 							= (
           int.from_bytes(func(value.encode()      ).digest()				,						'''little'''      ) % self.size
       )
       res |= 2**position
      return res


     def   UpperCAmelCase__						(   self				:  Union[str, Any]				,						lowerCamelCase__				:  str      )	->   str:





      '''simple docstring'''






      return self.format_bin(self.hash_(lowerCamelCase__      )      )


     @property
     def   UpperCAmelCase__						(   self				:  str      )	->   float:





      '''simple docstring'''






      UpperCamelCase__       :     Tuple 							= bin(self.bitarray      ).count('''1'''      )
      return (n_ones / self.size) ** len(lowerCamelCase__      )


