


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    lowerCAmelCase__				(			unittest.TestCase,    __lowerCamelCase       ):






						"""simple docstring"""




						def 					_UpperCamelCase			(   self     ):
							lowerCamelCase_			:							Any      =       load_tool("translation"     )
							self.tool.setup()
							lowerCamelCase_			:							Tuple      =       load_tool("translation"				,							remote=a_     )




						def 					_UpperCamelCase			(   self     ):
							lowerCamelCase_			:							int      =       self.tool("Hey, what's up?"				,							src_lang="English"				,							tgt_lang="French"     )
							self.assertEqual(a_				,							"- Hé, comment ça va?"     )




						def 					_UpperCamelCase			(   self     ):
							lowerCamelCase_			:							Optional[Any]      =       self.remote_tool("Hey, what's up?"				,							src_lang="English"				,							tgt_lang="French"     )
							self.assertEqual(a_				,							"- Hé, comment ça va?"     )




						def 					_UpperCamelCase			(   self     ):
							lowerCamelCase_			:							List[str]      =       self.tool(text="Hey, what's up?"				,							src_lang="English"				,							tgt_lang="French"     )
							self.assertEqual(a_				,							"- Hé, comment ça va?"     )




						def 					_UpperCamelCase			(   self     ):
							lowerCamelCase_			:							str      =       self.remote_tool(text="Hey, what's up?"				,							src_lang="English"				,							tgt_lang="French"     )
							self.assertEqual(a_				,							"- Hé, comment ça va?"     )




						def 					_UpperCamelCase			(   self     ):
							lowerCamelCase_			:							Optional[Any]      =       ["Hey, what's up?", "English", "Spanish"]
							lowerCamelCase_			:							List[Any]      =       self.tool(*a_     )

							# There is a single output
							if len(self.tool.outputs     ) == 1:
								lowerCamelCase_			:							Union[str, Any]      =       [outputs]

							self.assertListEqual(output_types(a_     )				,							self.tool.outputs     )




						def 					_UpperCamelCase			(   self     ):
							lowerCamelCase_			:							Tuple      =       ["Hey, what's up?", "English", "Spanish"]
							lowerCamelCase_			:							int      =       self.tool(*a_     )

							if not isinstance(a_				,							a_     ):
								lowerCamelCase_			:							List[str]      =       [outputs]

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

							for output, output_type in zip(a_				,							self.tool.outputs     ):
								lowerCamelCase_			:							List[str]      =       AGENT_TYPE_MAPPING[output_type]
								self.assertTrue(isinstance(a_				,							a_     )     )




						def 					_UpperCamelCase			(   self     ):
							lowerCamelCase_			:							Union[str, Any]      =       ["Hey, what's up?", "English", "Spanish"]

							lowerCamelCase_			:							Dict      =       []

							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_			:							int      =       self.tool(*a_     )

							if not isinstance(a_				,							a_     ):
								lowerCamelCase_			:							List[Any]      =       [outputs]

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





def     __magic_name__  (      lowerCAmelCase_      ,					lowerCAmelCase_):
	'''simple docstring'''


	lowerCamelCase_			:							Union[str, Any]      =       0
	for ele in arr:
		total_sum += product_sum(lowerCAmelCase_      ,					depth + 1) if isinstance(lowerCAmelCase_      ,					lowerCAmelCase_) else ele
	return total_sum * depth







def     __magic_name__  (      lowerCAmelCase_):
	'''simple docstring'''


	return product_sum(lowerCAmelCase_      ,					1)


if __name__ == "__main__":
							import doctest

							doctest.testmod()

