





'''simple docstring'''






from ..models.auto import AutoModelForSeqaSeqLM, AutoTokenizer
from .base import PipelineTool




class 			UpperCAmelCase					(      snake_case_       ):
      _lowercase:      Dict											=       '''philschmid/bart-large-cnn-samsum'''
      _lowercase:      str											=       (
          '''This is a tool that summarizes an English text. It takes an input `text` containing the text to summarize, '''
          '''and returns a summary of the text.'''
      )
      _lowercase:      Tuple											=       '''summarizer'''
      _lowercase:      int											=       AutoTokenizer
      _lowercase:      Optional[int]											=       AutoModelForSeqaSeqLM

      _lowercase:      Optional[Any]											=       ['''text''']
      _lowercase:      str											=       ['''text''']




      def     lowercase__   (      self      :			List[Any]      ,      __snake_case      :			int  )    ->				Optional[Any]:
            return self.pre_processor(__snake_case      ,      return_tensors="""pt"""      ,      truncation=__snake_case  )




      def     lowercase__   (      self      :			Optional[int]      ,      __snake_case      :			Any  )    ->				Optional[Any]:
            return self.model.generate(**__snake_case  )[0]




      def     lowercase__   (      self      :			Union[str, Any]      ,      __snake_case      :			Any  )    ->				int:
            return self.pre_processor.decode(__snake_case      ,      skip_special_tokens=__snake_case      ,      clean_up_tokenization_spaces=__snake_case  )













'''simple docstring'''






def        UpperCamelCase__				(		lowerCAmelCase							,     lowerCAmelCase  ):





      """simple docstring"""


      if not (isinstance(lowerCAmelCase							,     lowerCAmelCase  ) and isinstance(lowerCAmelCase							,     lowerCAmelCase  )):
            raise ValueError("""longest_common_substring() takes two strings for inputs"""  )

      _lowerCAmelCase												=							len(lowerCAmelCase  )
      _lowerCAmelCase												=							len(lowerCAmelCase  )

      _lowerCAmelCase												=							[[0] * (texta_length + 1) for _ in range(texta_length + 1  )]
      _lowerCAmelCase												=							0
      _lowerCAmelCase												=							0

      for i in range(1							,     texta_length + 1  ):
            for j in range(1							,     texta_length + 1  ):
                  if texta[i - 1] == texta[j - 1]:
                        _lowerCAmelCase												=							1 + dp[i - 1][j - 1]
                        if dp[i][j] > ans_length:
                              _lowerCAmelCase												=							i
                              _lowerCAmelCase												=							dp[i][j]

      return texta[ans_index - ans_length : ans_index]


if __name__ == "__main__":
      import doctest

      doctest.testmod()






