




'''simple docstring'''


import heapq as hq
import math
from collections.abc import Iterator

class     A					:







       def __init__(						self :						str							,    lowerCAmelCase_ :						Any      )    ->							Dict:


              """simple docstring"""


              _a			  =       str(id_      )
              _a			  =       None
              _a			  =       None
              _a			  =       []
              _a			  =       {}  # {vertex:distance}







       def __lt__(						self :						str							,    lowerCAmelCase_ :						Dict      )    ->							Optional[Any]:


              """simple docstring"""


              return self.key < other.key







       def __repr__(						self :						str      )    ->							Optional[int]:


              """simple docstring"""


              return self.id







       def      __lowerCAmelCase    (						self :						int							,    lowerCAmelCase_ :						List[str]      )    ->							Dict:


              """simple docstring"""


              self.neighbors.append(lowercase__      )







       def      __lowerCAmelCase    (						self :						Union[str, Any]							,    lowerCAmelCase_ :						Dict							,    lowerCAmelCase_ :						Optional[int]      )    ->							Any:


              """simple docstring"""


              _a			  =       weight



def 	snake_case_					(UpperCamelCase :						Union[str, Any]				,		UpperCamelCase :						Union[str, Any]				,		UpperCamelCase :						Optional[int]				,		UpperCamelCase :						List[str]   ):





       '''simple docstring'''


       graph[a - 1].add_neighbor(graph[b - 1]   )
       graph[b - 1].add_neighbor(graph[a - 1]   )
       # add the edges:
       graph[a - 1].add_edge(graph[b - 1]				,		lowerCAmelCase_   )
       graph[b - 1].add_edge(graph[a - 1]				,		lowerCAmelCase_   )
def 	snake_case_					(UpperCamelCase :						Any				,		UpperCamelCase :						Any   ):





       '''simple docstring'''


       _a			  =       []
       for u in graph:
              _a			  =       math.inf
              _a			  =       None
       _a			  =       0
       _a			  =       graph[:]
       while q:
              _a			  =       min(lowerCAmelCase_   )
              q.remove(lowerCAmelCase_   )
              for v in u.neighbors:
                     if (v in q) and (u.edges[v.id] < v.key):
                            _a			  =       u
                            _a			  =       u.edges[v.id]
       for i in range(1				,		len(lowerCAmelCase_   )   ):
              a.append((int(graph[i].id   ) + 1, int(graph[i].pi.id   ) + 1)   )
       return a
def 	snake_case_					(UpperCamelCase :						Optional[int]				,		UpperCamelCase :						str   ):





       '''simple docstring'''


       for u in graph:
              _a			  =       math.inf
              _a			  =       None
       _a			  =       0

       _a			  =       list(lowerCAmelCase_   )
       hq.heapify(lowerCAmelCase_   )

       while h:
              _a			  =       hq.heappop(lowerCAmelCase_   )
              for v in u.neighbors:
                     if (v in h) and (u.edges[v.id] < v.key):
                            _a			  =       u
                            _a			  =       u.edges[v.id]
                            hq.heapify(lowerCAmelCase_   )

       for i in range(1				,		len(lowerCAmelCase_   )   ):
              yield (int(graph[i].id   ) + 1, int(graph[i].pi.id   ) + 1)
def 	snake_case_					():





       '''simple docstring'''







if __name__ == "__main__":
    import doctest

    doctest.testmod()







'''simple docstring'''


import unittest

from transformers import load_tool

from .test_tools_common import ToolTesterMixin


_snake_case   :   str     							=	'\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     A					(	unittest.TestCase  ,_a					):







							def      __lowerCAmelCase    (						self :						Any      )    ->							Dict:


														"""simple docstring"""


														_a			  =       load_tool('''text-question-answering'''      )
														self.tool.setup()
														_a			  =       load_tool('''text-question-answering'''							,    remote=lowerCAmelCase_      )







							def      __lowerCAmelCase    (						self :						List[Any]      )    ->							Optional[int]:


														"""simple docstring"""


														_a			  =       self.tool(lowerCAmelCase_							,    '''What did Hugging Face do in April 2021?'''      )
														self.assertEqual(lowerCAmelCase_							,    '''launched the BigScience Research Workshop'''      )







							def      __lowerCAmelCase    (						self :						Union[str, Any]      )    ->							Dict:


														"""simple docstring"""


														_a			  =       self.remote_tool(lowerCAmelCase_							,    '''What did Hugging Face do in April 2021?'''      )
														self.assertEqual(lowerCAmelCase_							,    '''launched the BigScience Research Workshop'''      )







							def      __lowerCAmelCase    (						self :						List[Any]      )    ->							List[str]:


														"""simple docstring"""


														_a			  =       self.tool(text=lowerCAmelCase_							,    question='''What did Hugging Face do in April 2021?'''      )
														self.assertEqual(lowerCAmelCase_							,    '''launched the BigScience Research Workshop'''      )







							def      __lowerCAmelCase    (						self :						int      )    ->							List[Any]:


														"""simple docstring"""


														_a			  =       self.remote_tool(text=lowerCAmelCase_							,    question='''What did Hugging Face do in April 2021?'''      )
														self.assertEqual(lowerCAmelCase_							,    '''launched the BigScience Research Workshop'''      )

