"""simple docstring"""






import unittest

from transformers import load_tool

from .test_tools_common import ToolTesterMixin


_A        =     '\nHugging Face was founded in 2016 by French entrepreneurs Clément Delangue, Julien Chaumond, and Thomas Wolf originally as a company that developed a chatbot app targeted at teenagers.[2] After open-sourcing the model behind the chatbot, the company pivoted to focus on being a platform for machine learning.\n\nIn March 2021, Hugging Face raised $40 million in a Series B funding round.[3]\n\nOn April 28, 2021, the company launched the BigScience Research Workshop in collaboration with several other research groups to release an open large language model.[4] In 2022, the workshop concluded with the announcement of BLOOM, a multilingual large language model with 176 billion parameters.[5]\n'

class lowerCamelCase		(unittest.TestCase     ,     UpperCamelCase__   ):






					'''simple docstring'''


					def       lowerCAmelCase_       (    self      :					str		)				->							str:
									SCREAMING_SNAKE_CASE__			=					load_tool("text-question-answering"		)
									self.tool.setup()
									SCREAMING_SNAKE_CASE__			=					load_tool("text-question-answering" ,			remote=__lowerCamelCase		)



					def       lowerCAmelCase_       (    self      :					Tuple		)				->							int:
									SCREAMING_SNAKE_CASE__			=					self.tool(__lowerCamelCase ,			"What did Hugging Face do in April 2021?"		)
									self.assertEqual(__lowerCamelCase ,			"launched the BigScience Research Workshop"		)



					def       lowerCAmelCase_       (    self      :					int		)				->							Tuple:
									SCREAMING_SNAKE_CASE__			=					self.remote_tool(__lowerCamelCase ,			"What did Hugging Face do in April 2021?"		)
									self.assertEqual(__lowerCamelCase ,			"launched the BigScience Research Workshop"		)



					def       lowerCAmelCase_       (    self      :					List[str]		)				->							Union[str, Any]:
									SCREAMING_SNAKE_CASE__			=					self.tool(text=__lowerCamelCase ,			question="What did Hugging Face do in April 2021?"		)
									self.assertEqual(__lowerCamelCase ,			"launched the BigScience Research Workshop"		)



					def       lowerCAmelCase_       (    self      :					List[str]		)				->							Any:
									SCREAMING_SNAKE_CASE__			=					self.remote_tool(text=__lowerCamelCase ,			question="What did Hugging Face do in April 2021?"		)
									self.assertEqual(__lowerCamelCase ,			"launched the BigScience Research Workshop"		)











def       UpperCamelCase__(			UpperCamelCase__     :			str					,	UpperCamelCase__     :			str    )->str:
       assert x is not None
       assert y is not None

       A__		   =		len(UpperCamelCase__    )
       A__		   =		len(UpperCamelCase__    )

       # declaring the array for storing the dp values
       A__		   =		[[0] * (n + 1) for _ in range(m + 1    )]  # noqa: E741

       for i in range(1					,	m + 1    ):
              for j in range(1					,	n + 1    ):
                     A__		   =		1 if x[i - 1] == y[j - 1] else 0

                     A__		   =		max(l[i - 1][j]					,	l[i][j - 1]					,	l[i - 1][j - 1] + match    )

       A__		   =		''''''
       A__   ,      A__		   =		m, n
       while i > 0 and j > 0:
              A__		   =		1 if x[i - 1] == y[j - 1] else 0

              if l[i][j] == l[i - 1][j - 1] + match:
                     if match == 1:
                            A__		   =		x[i - 1] + seq
                     i -= 1
                     j -= 1
              elif l[i][j] == l[i - 1][j]:
                     i -= 1
              else:
                     j -= 1

       return l[m][n], seq


if __name__ == "__main__":
       a__: Tuple							   =						'AGGTAB'
       a__: Tuple							   =						'GXTXAYB'
       a__: List[Any]							   =						4
       a__: Optional[Any]							   =						'GTAB'

       a__   ,     a__: List[str]							   =						longest_common_subsequence(a, b)
       print('len =', ln, ', sub-sequence =', subseq)
       import doctest

       doctest.testmod()





