






"""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		):


   '''simple docstring'''

   def 							_SCREAMING_SNAKE_CASE							(      self					:	Any    ):

     '''simple docstring'''
     __A		     =					load_tool('''translation'''    )
     self.tool.setup()
     __A		     =					load_tool('''translation''',			remote=_lowerCamelCase    )


   def 							_SCREAMING_SNAKE_CASE							(      self					:	int    ):

     '''simple docstring'''
     __A		     =					self.tool('''Hey, what\'s up?''',			src_lang='''English''',			tgt_lang='''French'''    )
     self.assertEqual(_lowerCamelCase,			'''- Hé, comment ça va?'''    )


   def 							_SCREAMING_SNAKE_CASE							(      self					:	int    ):

     '''simple docstring'''
     __A		     =					self.remote_tool('''Hey, what\'s up?''',			src_lang='''English''',			tgt_lang='''French'''    )
     self.assertEqual(_lowerCamelCase,			'''- Hé, comment ça va?'''    )


   def 							_SCREAMING_SNAKE_CASE							(      self					:	Optional[int]    ):

     '''simple docstring'''
     __A		     =					self.tool(text='''Hey, what\'s up?''',			src_lang='''English''',			tgt_lang='''French'''    )
     self.assertEqual(_lowerCamelCase,			'''- Hé, comment ça va?'''    )


   def 							_SCREAMING_SNAKE_CASE							(      self					:	Tuple    ):

     '''simple docstring'''
     __A		     =					self.remote_tool(text='''Hey, what\'s up?''',			src_lang='''English''',			tgt_lang='''French'''    )
     self.assertEqual(_lowerCamelCase,			'''- Hé, comment ça va?'''    )


   def 							_SCREAMING_SNAKE_CASE							(      self					:	List[Any]    ):

     '''simple docstring'''
     __A		     =					['''Hey, what\'s up?''', '''English''', '''Spanish''']
     __A		     =					self.tool(*_lowerCamelCase    )

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

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


   def 							_SCREAMING_SNAKE_CASE							(      self					:	Dict    ):

     '''simple docstring'''
     __A		     =					['''Hey, what\'s up?''', '''English''', '''Spanish''']
     __A		     =					self.tool(*_lowerCamelCase    )

     if not isinstance(_lowerCamelCase,			_lowerCamelCase    ):
       __A		     =					[outputs]

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

     for output, output_type in zip(_lowerCamelCase,			self.tool.outputs    ):
       __A		     =					AGENT_TYPE_MAPPING[output_type]
       self.assertTrue(isinstance(_lowerCamelCase,			_lowerCamelCase    )    )






   def 							_SCREAMING_SNAKE_CASE							(      self					:	List[str]    ):

     '''simple docstring'''
     __A		     =					['''Hey, what\'s up?''', '''English''', '''Spanish''']

     __A		     =					[]

     for _input, input_type in zip(_lowerCamelCase,			self.tool.inputs    ):
       if isinstance(_lowerCamelCase,			_lowerCamelCase    ):
         _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
     __A		     =					self.tool(*_lowerCamelCase    )

     if not isinstance(_lowerCamelCase,			_lowerCamelCase    ):
       __A		     =					[outputs]

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








"""simple docstring"""
SCREAMING_SNAKE_CASE					:       List[Any]							   =							1000






def 						lowercase				(	_snake_case		: float	)	->float:
	"""simple docstring"""





	return x * x






def 						lowercase				(	_snake_case		: Union[str, Any]	,  _snake_case		: float	,  _snake_case		: float	,  _snake_case		: int = 4	)	->float:
	"""simple docstring"""





	assert callable(
	    _snake_case	), f"""the function(object) passed should be callable your input : {function}"""
	assert isinstance(_snake_case	,  (float, int)	), f"""a should be float or integer your input : {a}"""
	assert isinstance(function(_snake_case	)	,  (float, int)	), (
	    "the function should return integer or float return type of your function, "
	    f"""{type(_snake_case	)}"""
	)
	assert isinstance(_snake_case	,  (float, int)	), f"""b should be float or integer your input : {b}"""
	assert (
	    isinstance(_snake_case	,  _snake_case	) and precision > 0
	), f"""precision should be positive integer your input : {precision}"""

	# just applying the formula of simpson for approximate integration written in
	# mentioned article in first comment of this file and above this function

	__snake_case      :		Tuple         =							(b - a) / N_STEPS
	__snake_case      :		Union[str, Any]         =							function(_snake_case	) + function(_snake_case	)

	for i in range(1	,  _snake_case	):
		__snake_case      :		List[str]         =							a + h * i
		result += function(_snake_case	) * (4 if i % 2 else 2)

	result *= h / 3
	return round(_snake_case	,  _snake_case	)


if __name__ == "__main__":
			import doctest

			doctest.testmod()





