




"""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        UpperCAmelCase_  (	unittest.TestCase ,			snake_case						):
		def 					_lowerCamelCase    (		self   )		->   Any:
					__lowercase	:       Any				=   load_tool('''translation'''   )
					self.tool.setup()
					__lowercase	:       int				=   load_tool('''translation'''							,		remote=UpperCamelCase_   )
		def 					_lowerCamelCase    (		self   )		->   Optional[Any]:
					__lowercase	:       int				=   self.tool('''Hey, what\'s up?'''							,		src_lang='''English'''							,		tgt_lang='''French'''   )
					self.assertEqual(UpperCamelCase_							,		'''- Hé, comment ça va?'''   )
		def 					_lowerCamelCase    (		self   )		->   int:
					__lowercase	:       Optional[Any]				=   self.remote_tool('''Hey, what\'s up?'''							,		src_lang='''English'''							,		tgt_lang='''French'''   )
					self.assertEqual(UpperCamelCase_							,		'''- Hé, comment ça va?'''   )
		def 					_lowerCamelCase    (		self   )		->   List[Any]:
					__lowercase	:       str				=   self.tool(text='''Hey, what\'s up?'''							,		src_lang='''English'''							,		tgt_lang='''French'''   )
					self.assertEqual(UpperCamelCase_							,		'''- Hé, comment ça va?'''   )
		def 					_lowerCamelCase    (		self   )		->   int:
					__lowercase	:       List[str]				=   self.remote_tool(text='''Hey, what\'s up?'''							,		src_lang='''English'''							,		tgt_lang='''French'''   )
					self.assertEqual(UpperCamelCase_							,		'''- Hé, comment ça va?'''   )
		def 					_lowerCamelCase    (		self   )		->   Dict:
					__lowercase	:       List[Any]				=   ['''Hey, what\'s up?''', '''English''', '''Spanish''']
					__lowercase	:       Optional[Any]				=   self.tool(*UpperCamelCase_   )

					# There is a single output
					if len(self.tool.outputs   ) == 1:
								__lowercase	:       List[Any]				=   [outputs]

					self.assertListEqual(output_types(UpperCamelCase_   )							,		self.tool.outputs   )
		def 					_lowerCamelCase    (		self   )		->   Optional[Any]:
					__lowercase	:       List[str]				=   ['''Hey, what\'s up?''', '''English''', '''Spanish''']
					__lowercase	:       Any				=   self.tool(*UpperCamelCase_   )

					if not isinstance(UpperCamelCase_							,		UpperCamelCase_   ):
								__lowercase	:       Union[str, Any]				=   [outputs]

					self.assertEqual(len(UpperCamelCase_   )							,		len(self.tool.outputs   )   )

					for output, output_type in zip(UpperCamelCase_							,		self.tool.outputs   ):
								__lowercase	:       List[str]				=   AGENT_TYPE_MAPPING[output_type]
								self.assertTrue(isinstance(UpperCamelCase_							,		UpperCamelCase_   )   )
		def 					_lowerCamelCase    (		self   )		->   str:
					__lowercase	:       Dict				=   ['''Hey, what\'s up?''', '''English''', '''Spanish''']

					__lowercase	:       List[str]				=   []

					for _input, input_type in zip(UpperCamelCase_							,		self.tool.inputs   ):
								if isinstance(UpperCamelCase_							,		UpperCamelCase_   ):
											_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
					__lowercase	:       Any				=   self.tool(*UpperCamelCase_   )

					if not isinstance(UpperCamelCase_							,		UpperCamelCase_   ):
								__lowercase	:       Optional[Any]				=   [outputs]

					self.assertEqual(len(UpperCamelCase_   )							,		len(self.tool.outputs   )   )









"""simple docstring"""




# A Bipartite Graph is a graph whose vertices can be divided into two independent sets,
# U and V such that every edge (u, v) either connects a vertex from U to V or a vertex
# from V to U. In other words, for every edge (u, v), either u belongs to U and v to V,
# or u belongs to V and v to U. We can also say that there is no edge that connects
# vertices of same set.
from queue import Queue







def       __UpperCAmelCase      (				__UpperCamelCase					):
			__lowercase	:       int				=   Queue()
			__lowercase	:       str				=   [False] * len(__UpperCamelCase					)
			__lowercase	:       str				=   [-1] * len(__UpperCamelCase					)

			def bfs():
						while not queue.empty():
									__lowercase	:       int				=   queue.get()
									__lowercase	:       List[str]				=   True

									for neighbour in graph[u]:
												if neighbour == u:
															return False

												if color[neighbour] == -1:
															__lowercase	:       str				=   1 - color[u]
															queue.put(__UpperCamelCase					)

												elif color[neighbour] == color[u]:
															return False

						return True

			for i in range(len(__UpperCamelCase					)					):
						if not visited[i]:
									queue.put(__UpperCamelCase					)
									__lowercase	:       int				=   0
									if bfs() is False:
												return False

			return True


if __name__ == "__main__":
			# Adjacency List of graph
			print(check_bipartite({0: [1, 3], 1: [0, 2], 2: [1, 3], 3: [0, 2]}))



