

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    A_				( unittest.TestCase	,       _a  ):


				'''simple docstring'''






				def        lowerCAmelCase_  (self					)       -> Optional[int]:
								__UpperCAmelCase			   =     load_tool('''translation'''					)
								self.tool.setup()
								__UpperCAmelCase			   =     load_tool('''translation'''       , remote=lowercase__					)


				def        lowerCAmelCase_  (self					)       -> List[Any]:
								__UpperCAmelCase			   =     self.tool('''Hey, what\'s up?'''       , src_lang='''English'''       , tgt_lang='''French'''					)
								self.assertEqual(lowercase__       , '''- Hé, comment ça va?'''					)


				def        lowerCAmelCase_  (self					)       -> List[str]:
								__UpperCAmelCase			   =     self.remote_tool('''Hey, what\'s up?'''       , src_lang='''English'''       , tgt_lang='''French'''					)
								self.assertEqual(lowercase__       , '''- Hé, comment ça va?'''					)


				def        lowerCAmelCase_  (self					)       -> str:
								__UpperCAmelCase			   =     self.tool(text='''Hey, what\'s up?'''       , src_lang='''English'''       , tgt_lang='''French'''					)
								self.assertEqual(lowercase__       , '''- Hé, comment ça va?'''					)


				def        lowerCAmelCase_  (self					)       -> Any:
								__UpperCAmelCase			   =     self.remote_tool(text='''Hey, what\'s up?'''       , src_lang='''English'''       , tgt_lang='''French'''					)
								self.assertEqual(lowercase__       , '''- Hé, comment ça va?'''					)


				def        lowerCAmelCase_  (self					)       -> Optional[int]:
								__UpperCAmelCase			   =     ['''Hey, what\'s up?''', '''English''', '''Spanish''']
								__UpperCAmelCase			   =     self.tool(*lowercase__					)

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

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


				def        lowerCAmelCase_  (self					)       -> List[Any]:
								__UpperCAmelCase			   =     ['''Hey, what\'s up?''', '''English''', '''Spanish''']
								__UpperCAmelCase			   =     self.tool(*lowercase__					)

								if not isinstance(lowercase__       , lowercase__					):
												__UpperCAmelCase			   =     [outputs]

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

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






				def        lowerCAmelCase_  (self					)       -> int:
								__UpperCAmelCase			   =     ['''Hey, what\'s up?''', '''English''', '''Spanish''']

								__UpperCAmelCase			   =     []

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

								if not isinstance(lowercase__       , lowercase__					):
												__UpperCAmelCase			   =     [outputs]

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







from dataclasses import dataclass
from typing import Callable, Optional

import datasets
@dataclass
class    A_				( datasets.BuilderConfig  ):


    '''simple docstring'''






    a__       							=    None
    a__       							=    None
    a__       							=    None


    def        lowerCAmelCase_  (self					)       -> Dict:
        assert self.generator is not None, "generator must be specified"

        if self.gen_kwargs is None:
            __UpperCAmelCase			   =     {}






class    A_				( datasets.GeneratorBasedBuilder  ):


    '''simple docstring'''






    a__       							=    GeneratorConfig


    def        lowerCAmelCase_  (self					)       -> Dict:
        return datasets.DatasetInfo(features=self.config.features					)


    def        lowerCAmelCase_  (self       , lowercase__					)       -> List[str]:
        return [datasets.SplitGenerator(name=datasets.Split.TRAIN       , gen_kwargs=self.config.gen_kwargs					)]






    def        lowerCAmelCase_  (self       , **lowercase__					)       -> str:
        for idx, ex in enumerate(self.config.generator(**lowercase__					)					):
            yield idx, ex




