code: 
  
  
  """simple docstring"""
  
  
  
  
  from __future__ import annotations
  
  from collections import deque
  from queue import Queue
  from timeit import timeit
  
  __magic_name__	:   Optional[int]          =							{
      'A': ['B', 'C'],
      'B': ['A', 'D', 'E'],
      'C': ['A', 'F'],
      'D': ['B'],
      'E': ['B', 'F'],
      'F': ['C', 'E'],
  }
  
  
  
  
  
  def 			a_   (  lowercase__   :dict, lowercase__   :str    ):
  			__lowerCamelCase        =			{start}
  			__lowerCamelCase        =			[start]
  			__lowerCamelCase        =			Queue()
  			queue.put(lowercase__    )
  			while not queue.empty():
  						__lowerCamelCase        =			queue.get()
  						for w in graph[v]:
  									if w not in explored:
  												explored.add(lowercase__    )
  												result.append(lowercase__    )
  												queue.put(lowercase__    )
  			return result
  
  
  
  
  
  def 			a_   (  lowercase__   :dict, lowercase__   :str    ):
  			__lowerCamelCase        =			{start}
  			__lowerCamelCase        =			[start]
  			__lowerCamelCase        =			deque([start]    )
  			while queue:
  						__lowerCamelCase        =			queue.popleft()
  						for child in graph[v]:
  									if child not in visited:
  												visited.add(lowercase__    )
  												result.append(lowercase__    )
  												queue.append(lowercase__    )
  			return result
  
  
  
  
  
  def 			a_   (  lowercase__   :str    ):
  			__lowerCamelCase        =			f'from __main__ import G, {name}'
  			__lowerCamelCase        =			1_0000
  			__lowerCamelCase        =			timeit(f'{name}(G, \'A\')', setup=lowercase__, number=lowercase__    )
  			print(f'{name:<35} finished {number} runs in {res:.5f} seconds'    )
  
  
  if __name__ == "__main__":
  					import doctest
  
  					doctest.testmod()
  
  					benchmark_function('breadth_first_search')
  					benchmark_function('breadth_first_search_with_deque')
  					# breadth_first_search                finished 10000 runs in 0.20999 seconds
  					# breadth_first_search_with_deque     finished 10000 runs in 0.01421 seconds
  
  
  
  
  
style_context: 
  
  
  """simple docstring"""
  
  
  
  
  import unittest
  
  from transformers import load_tool
  from transformers.tools.agent_types import AGENT_TYPE_MAPPING
  
  from .test_tools_common import ToolTesterMixin, output_types
  
  
  
  
  class  __snake_case      (unittest.TestCase ,		lowerCamelCase     ):
  
  
  
  
  							def      __a      (    self:						Optional[Any]      ):
  										__lowerCamelCase        =			load_tool("""translation"""      )
  										self.tool.setup()
  										__lowerCamelCase        =			load_tool("""translation"""    ,       remote=A_      )
  
  
  
  
  							def      __a      (    self:						int      ):
  										__lowerCamelCase        =			self.tool("""Hey, what's up?"""    ,       src_lang="""English"""    ,       tgt_lang="""French"""      )
  										self.assertEqual(A_    ,       """- Hé, comment ça va?"""      )
  
  
  
  
  							def      __a      (    self:						int      ):
  										__lowerCamelCase        =			self.remote_tool("""Hey, what's up?"""    ,       src_lang="""English"""    ,       tgt_lang="""French"""      )
  										self.assertEqual(A_    ,       """- Hé, comment ça va?"""      )
  
  
  
  
  							def      __a      (    self:						Union[str, Any]      ):
  										__lowerCamelCase        =			self.tool(text="""Hey, what's up?"""    ,       src_lang="""English"""    ,       tgt_lang="""French"""      )
  										self.assertEqual(A_    ,       """- Hé, comment ça va?"""      )
  
  
  
  
  							def      __a      (    self:						Any      ):
  										__lowerCamelCase        =			self.remote_tool(text="""Hey, what's up?"""    ,       src_lang="""English"""    ,       tgt_lang="""French"""      )
  										self.assertEqual(A_    ,       """- Hé, comment ça va?"""      )
  
  
  
  
  							def      __a      (    self:						List[Any]      ):
  										__lowerCamelCase        =			["""Hey, what's up?""", """English""", """Spanish"""]
  										__lowerCamelCase        =			self.tool(*A_      )
  
  										# There is a single output
  										if len(self.tool.outputs      ) == 1:
  													__lowerCamelCase        =			[outputs]
  
  										self.assertListEqual(output_types(A_      )    ,       self.tool.outputs      )
  
  
  
  
  							def      __a      (    self:						Union[str, Any]      ):
  										__lowerCamelCase        =			["""Hey, what's up?""", """English""", """Spanish"""]
  										__lowerCamelCase        =			self.tool(*A_      )
  
  										if not isinstance(A_    ,       A_      ):
  													__lowerCamelCase        =			[outputs]
  
  										self.assertEqual(len(A_      )    ,       len(self.tool.outputs      )      )
  
  										for output, output_type in zip(A_    ,       self.tool.outputs      ):
  													__lowerCamelCase        =			AGENT_TYPE_MAPPING[output_type]
  													self.assertTrue(isinstance(A_    ,       A_      )      )
  
  
  
  
  							def      __a      (    self:						Dict      ):
  										__lowerCamelCase        =			["""Hey, what's up?""", """English""", """Spanish"""]
  
  										__lowerCamelCase        =			[]
  
  										for _input, input_type in zip(A_    ,       self.tool.inputs      ):
  													if isinstance(A_    ,       A_      ):
  																_inputs.append([AGENT_TYPE_MAPPING[_input_type](_input      ) for _input_type in input_type]      )
  													else:
  																_inputs.append(AGENT_TYPE_MAPPING[input_type](_input      )      )
  
          # Should not raise an error
  										__lowerCamelCase        =			self.tool(*A_      )
  
  										if not isinstance(A_    ,       A_      ):
  													__lowerCamelCase        =			[outputs]
  
  										self.assertEqual(len(A_      )    ,       len(self.tool.outputs      )      )
  
  
  
  
  