





'''simple docstring'''
from typing import Dict

from .base import GenericTensor, Pipeline

class      snake_case     (    __lowerCamelCase       ):




 """simple docstring"""



 def        _lowerCamelCase					(       self       :							List[Any]							,	__A       :							Tuple=None							,	__A       :							Union[str, Any]=None							,	__A       :							Optional[Any]=None							,	**__A       :							str	):
        if tokenize_kwargs is None:
               __UpperCamelCase       =  {}

        if truncation is not None:
               if "truncation" in tokenize_kwargs:
                      raise ValueError(
                          'truncation parameter defined twice (given as keyword argument as well as in tokenize_kwargs)'	)
               __UpperCamelCase       =  truncation

        __UpperCamelCase       =  tokenize_kwargs

        __UpperCamelCase       =  {}
        if return_tensors is not None:
               __UpperCamelCase       =  return_tensors

        return preprocess_params, {}, postprocess_params






 def        _lowerCamelCase					(       self       :							Union[str, Any]							,	__A       :							Any							,	**__A       :							Dict	):
        __UpperCamelCase       =  self.framework
        __UpperCamelCase       =  self.tokenizer(__A							,	return_tensors=__A							,	**__A	)
        return model_inputs






 def        _lowerCamelCase					(       self       :							List[str]							,	__A       :							Tuple	):
        __UpperCamelCase       =  self.model(**__A	)
        return model_outputs






 def        _lowerCamelCase					(       self       :							str							,	__A       :							Tuple							,	__A       :							Tuple=False	):
        # [0] is the first available tensor, logits or last_hidden_state.
        if return_tensors:
               return model_outputs[0]
        if self.framework == "pt":
               return model_outputs[0].tolist()
        elif self.framework == "tf":
               return model_outputs[0].numpy().tolist()






 def __call__(       self       :							List[Any]							,	*__A       :							Dict							,	**__A       :							int	):
        return super().__call__(*__A							,	**__A	)







'''simple docstring'''
a__							:							Optional[Any] =256
# Modulus to hash a string
a__							:							Dict =1_000_003
def 				lowercase__   (   __lowercase						:  str				,  __lowercase						:  str     ) ->      bool:



       """simple docstring"""






       __UpperCamelCase       =  len(__lowercase     )
       __UpperCamelCase       =  len(__lowercase     )
       if p_len > t_len:
              return False

       __UpperCamelCase       =  0
       __UpperCamelCase       =  0
       __UpperCamelCase       =  1

       # Calculating the hash of pattern and substring of text
       for i in range(__lowercase     ):
              __UpperCamelCase       =  (ord(pattern[i]     ) + p_hash * alphabet_size) % modulus
              __UpperCamelCase       =  (ord(text[i]     ) + text_hash * alphabet_size) % modulus
              if i == p_len - 1:
                     continue
              __UpperCamelCase       =  (modulus_power * alphabet_size) % modulus

       for i in range(0				,  t_len - p_len + 1     ):
              if text_hash == p_hash and text[i : i + p_len] == pattern:
                     return True
              if i == t_len - p_len:
                     continue
              # Calculate the https://en.wikipedia.org/wiki/Rolling_hash
              __UpperCamelCase       =  (
                  (text_hash - ord(text[i]     ) * modulus_power) * alphabet_size
                  + ord(text[i + p_len]     )
              ) % modulus
       return False
def 				lowercase__   (   ) ->      None:



       """simple docstring"""






       __UpperCamelCase       =  'abc1abc12'
       __UpperCamelCase       =  'alskfjaldsabc1abc1abc12k23adsfabcabc'
       __UpperCamelCase       =  'alskfjaldsk23adsfabcabc'
       assert rabin_karp(__lowercase				,  __lowercase     ) and not rabin_karp(__lowercase				,  __lowercase     )

       # Test 2)
       __UpperCamelCase       =  'ABABX'
       __UpperCamelCase       =  'ABABZABABYABABX'
       assert rabin_karp(__lowercase				,  __lowercase     )

       # Test 3)
       __UpperCamelCase       =  'AAAB'
       __UpperCamelCase       =  'ABAAAAAB'
       assert rabin_karp(__lowercase				,  __lowercase     )

       # Test 4)
       __UpperCamelCase       =  'abcdabcy'
       __UpperCamelCase       =  'abcxabcdabxabcdabcdabcy'
       assert rabin_karp(__lowercase				,  __lowercase     )

       # Test 5)
       __UpperCamelCase       =  'Lü'
       __UpperCamelCase       =  'Lüsai'
       assert rabin_karp(__lowercase				,  __lowercase     )
       __UpperCamelCase       =  'Lue'
       assert not rabin_karp(__lowercase				,  __lowercase     )
       print('Success.'     )


if __name__ == "__main__":
    test_rabin_karp()
