


from pathlib import Path
from typing import List

from transformers import is_torch_available, is_vision_available
from transformers.testing_utils import get_tests_dir, is_tool_test
from transformers.tools.agent_types import AGENT_TYPE_MAPPING, AgentAudio, AgentImage, AgentText


if is_torch_available():
   import torch

if is_vision_available():
   from PIL import Image


UpperCAmelCase_				:			str   =	['text', 'image', 'audio']







def 	SCREAMING_SNAKE_CASE_						(      __A			:      Any    )     ->		Optional[int]:

       """simple docstring"""

       a_ :		Optional[int]							=  []

       for input_type in input_types:
              if input_type == "text":
                     inputs.append('Text input'    )
              elif input_type == "image":
                     inputs.append(
                         Image.open(Path(get_tests_dir('fixtures/tests_samples/COCO'    )    ) / '000000039769.png'    ).resize((5_12, 5_12)    )    )
              elif input_type == "audio":
                     inputs.append(torch.ones(30_00    )    )
              elif isinstance(__A  ,   __A    ):
                     inputs.append(create_inputs(__A    )    )
              else:
                     raise ValueError(F"""Invalid type requested: {input_type}"""    )

       return inputs







def 	SCREAMING_SNAKE_CASE_						(      __A			:      List[Any]    )     ->		str:

       """simple docstring"""

       a_ :		Union[str, Any]							=  []

       for output in outputs:
              if isinstance(__A  ,   (str, AgentText)    ):
                     output_types.append('text'    )
              elif isinstance(__A  ,   (Image.Image, AgentImage)    ):
                     output_types.append('image'    )
              elif isinstance(__A  ,   (torch.Tensor, AgentAudio)    ):
                     output_types.append('audio'    )
              else:
                     raise ValueError(F"""Invalid output: {output}"""    )

       return output_types
@is_tool_test
class 			SCREAMING_SNAKE_CASE__  :
      def 	SCREAMING_SNAKE_CASE							(	self    :	Optional[int]					)		->      int:
             self.assertTrue(hasattr(self.tool					,							'inputs'					)					)
             self.assertTrue(hasattr(self.tool					,							'outputs'					)					)

             a_ :		Tuple							=  self.tool.inputs
             for _input in inputs:
                    if isinstance(_input					,							a__					):
                           for __input in _input:
                                  self.assertTrue(__input in authorized_types					)
                    else:
                           self.assertTrue(_input in authorized_types					)

             a_ :		Optional[Any]							=  self.tool.outputs
             for _output in outputs:
                    self.assertTrue(_output in authorized_types					)
      def 	SCREAMING_SNAKE_CASE							(	self    :	Optional[int]					)		->      Union[str, Any]:
             a_ :		int							=  create_inputs(self.tool.inputs					)
             a_ :		List[Any]							=  self.tool(*a__					)

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

             self.assertListEqual(output_types(a__					)					,							self.tool.outputs					)
      def 	SCREAMING_SNAKE_CASE							(	self    :	List[str]					)		->      Dict:
             self.assertTrue(hasattr(self.tool					,							'description'					)					)
             self.assertTrue(hasattr(self.tool					,							'default_checkpoint'					)					)
             self.assertTrue(self.tool.description.startswith('This is a tool that'					)					)
      def 	SCREAMING_SNAKE_CASE							(	self    :	Tuple					)		->      Dict:
             a_ :		Dict							=  create_inputs(self.tool.inputs					)
             a_ :		List[Any]							=  self.tool(*a__					)

             if not isinstance(a__					,							a__					):
                    a_ :		Tuple							=  [outputs]

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

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

      def 	SCREAMING_SNAKE_CASE							(	self    :	Tuple					)		->      Union[str, Any]:
             a_ :		List[Any]							=  create_inputs(self.tool.inputs					)

             a_ :		List[str]							=  []

             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
             a_ :		int							=  self.tool(*a__					)

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

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






def 	SCREAMING_SNAKE_CASE_						(      __A			:      int  ,   __A			:      int    )     ->		int:

       """simple docstring"""

       while b:
              a_							,		a_ :		int							=  b, a % b
       return a







def 	SCREAMING_SNAKE_CASE_						(      __A			:      int  ,   __A			:      int    )     ->		int:

       """simple docstring"""

       return a if b == 0 else euclidean_gcd_recursive(__A  ,   a % b    )







def 	SCREAMING_SNAKE_CASE_						(      )     ->		str:

       """simple docstring"""

       print(F"""euclidean_gcd(3, 5) = {euclidean_gcd(3  ,   5    )}"""    )
       print(F"""euclidean_gcd(5, 3) = {euclidean_gcd(5  ,   3    )}"""    )
       print(F"""euclidean_gcd(1, 3) = {euclidean_gcd(1  ,   3    )}"""    )
       print(F"""euclidean_gcd(3, 6) = {euclidean_gcd(3  ,   6    )}"""    )
       print(F"""euclidean_gcd(6, 3) = {euclidean_gcd(6  ,   3    )}"""    )

       print(F"""euclidean_gcd_recursive(3, 5) = {euclidean_gcd_recursive(3  ,   5    )}"""    )
       print(F"""euclidean_gcd_recursive(5, 3) = {euclidean_gcd_recursive(5  ,   3    )}"""    )
       print(F"""euclidean_gcd_recursive(1, 3) = {euclidean_gcd_recursive(1  ,   3    )}"""    )
       print(F"""euclidean_gcd_recursive(3, 6) = {euclidean_gcd_recursive(3  ,   6    )}"""    )
       print(F"""euclidean_gcd_recursive(6, 3) = {euclidean_gcd_recursive(6  ,   3    )}"""    )


if __name__ == "__main__":
   main()


