


import unittest

from transformers import load_tool

from .test_tools_common import ToolTesterMixin


snake_case				:    List[str]       				=     '''
Hugging 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.

In March 2021, Hugging Face raised $40 million in a Series B funding round.[3]

On 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]
'''







class 		_snake_case  (      unittest.TestCase						,    _snake_case							):




 def        SCREAMING_SNAKE_CASE__				(		self    ):
       a						:int 							=       load_tool('''text-question-answering'''    )
       self.tool.setup()
       a						:List[str] 							=       load_tool('''text-question-answering'''					,  remote=_lowerCamelCase    )




 def        SCREAMING_SNAKE_CASE__				(		self    ):
       a						:Optional[Any] 							=       self.tool(_lowerCamelCase					,  '''What did Hugging Face do in April 2021?'''    )
       self.assertEqual(_lowerCamelCase					,  '''launched the BigScience Research Workshop'''    )




 def        SCREAMING_SNAKE_CASE__				(		self    ):
       a						:str 							=       self.remote_tool(_lowerCamelCase					,  '''What did Hugging Face do in April 2021?'''    )
       self.assertEqual(_lowerCamelCase					,  '''launched the BigScience Research Workshop'''    )




 def        SCREAMING_SNAKE_CASE__				(		self    ):
       a						:Optional[Any] 							=       self.tool(text=_lowerCamelCase					,  question='''What did Hugging Face do in April 2021?'''    )
       self.assertEqual(_lowerCamelCase					,  '''launched the BigScience Research Workshop'''    )




 def        SCREAMING_SNAKE_CASE__				(		self    ):
       a						:int 							=       self.remote_tool(text=_lowerCamelCase					,  question='''What did Hugging Face do in April 2021?'''    )
       self.assertEqual(_lowerCamelCase					,  '''launched the BigScience Research Workshop'''    )









from __future__ import annotations
def 				__lowerCamelCase						( UpperCAmelCase_						:		dict ,  UpperCAmelCase_						:		str						):




      """simple docstring"""





      a							,				a						:Optional[Any] 							=       set(UpperCAmelCase_						), [start]

      while stack:
            a						:Optional[int] 							=       stack.pop()
            explored.add(UpperCAmelCase_						)
            # Differences from BFS:
            # 1) pop last element instead of first one
            # 2) add adjacent elements to stack without exploring them
            for adj in reversed(graph[v]						):
                  if adj not in explored:
                        stack.append(UpperCAmelCase_						)
      return explored


snake_case				:    Optional[int]       				=     {
    '''A''': ['''B''', '''C''', '''D'''],
    '''B''': ['''A''', '''D''', '''E'''],
    '''C''': ['''A''', '''F'''],
    '''D''': ['''B''', '''D'''],
    '''E''': ['''B''', '''F'''],
    '''F''': ['''C''', '''E''', '''G'''],
    '''G''': ['''F'''],
}

if __name__ == "__main__":
     import doctest

     doctest.testmod()
     print(depth_first_search(G, '''A'''))





