

from dataclasses import dataclass
from typing import Callable, Optional

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







						"""simple docstring"""




						lowercase  :				Optional[Callable]											=							None
						lowercase  :				Optional[dict]											=							None
						lowercase  :				Optional[datasets.Features]											=							None

						def __lowerCamelCase					(				self    )							->	str:




									'''simple docstring'''


									assert self.generator is not None, "generator must be specified"

									if self.gen_kwargs is None:
												__UpperCamelCase    :    Union[str, Any]								=      {}







class 		SCREAMING_SNAKE_CASE__					(		datasets.GeneratorBasedBuilder   ):







						"""simple docstring"""




						lowercase  :				int											=							GeneratorConfig

						def __lowerCamelCase					(				self    )							->	Union[str, Any]:




									'''simple docstring'''


									return datasets.DatasetInfo(features=self.config.features    )

						def __lowerCamelCase					(				self , __UpperCamelCase    )							->	str:




									'''simple docstring'''


									return [datasets.SplitGenerator(name=datasets.Split.TRAIN , gen_kwargs=self.config.gen_kwargs    )]




						def __lowerCamelCase					(				self , **__UpperCamelCase    )							->	List[Any]:




									'''simple docstring'''


									for idx, ex in enumerate(self.config.generator(**__UpperCamelCase    )    ):
												yield idx, ex


import unittest

from transformers import load_tool

from .test_tools_common import ToolTesterMixin


lowercase     :       Dict        =       "\nHugging Face was founded in 2016 by French entrepreneurs Clément Delangue, Julien Chaumond, and Thomas Wolf originally as a company that developed a chatbot app targeted at teenagers.[2] After open-sourcing the model behind the chatbot, the company pivoted to focus on being a platform for machine learning.\n\nIn March 2021, Hugging Face raised $40 million in a Series B funding round.[3]\n\nOn April 28, 2021, the company launched the BigScience Research Workshop in collaboration with several other research groups to release an open large language model.[4] In 2022, the workshop concluded with the announcement of BLOOM, a multilingual large language model with 176 billion parameters.[5]\n"
class 		SCREAMING_SNAKE_CASE__					(		unittest.TestCase						,	lowerCamelCase__   ):







						"""simple docstring"""




						def __lowerCamelCase					(				self    )							->	Union[str, Any]:




									'''simple docstring'''


									__UpperCamelCase    :    str								=      load_tool("summarization"    )
									self.tool.setup()
									__UpperCamelCase    :    str								=      load_tool("summarization" , remote=__UpperCamelCase    )

						def __lowerCamelCase					(				self    )							->	Optional[int]:




									'''simple docstring'''


									__UpperCamelCase    :    Union[str, Any]								=      self.tool(__UpperCamelCase    )
									self.assertEqual(
									    __UpperCamelCase , "Hugging Face was founded in 2016 by French entrepreneurs Clément Delangue, Julien Chaumond, and Thomas Wolf. In March 2021, Hugging Face raised $40 million in a Series B funding round. On April 28, 2021, the company launched the BigScience Research Workshop in collaboration with several other research groups to release an open large language model. In 2022, the workshop concluded with the announcement of BLOOM." , )

						def __lowerCamelCase					(				self    )							->	int:




									'''simple docstring'''


									__UpperCamelCase    :    Any								=      self.remote_tool(__UpperCamelCase    )
									self.assertEqual(
									    __UpperCamelCase , "Hugging Face was founded in 2016 by French entrepreneurs Clément Delangue, Julien Chaumond, and Thomas Wolf. In March 2021, Hugging Face raised $40 million in a Series B funding round. On April 28, 2021, the company launched the BigScience Research Workshop in collaboration with several other research groups to release an open large language model. In 2022, the workshop concluded with the announcement of BLOOM." , )

						def __lowerCamelCase					(				self    )							->	List[Any]:




									'''simple docstring'''


									__UpperCamelCase    :    List[Any]								=      self.tool(text=__UpperCamelCase    )
									self.assertEqual(
									    __UpperCamelCase , "Hugging Face was founded in 2016 by French entrepreneurs Clément Delangue, Julien Chaumond, and Thomas Wolf. In March 2021, Hugging Face raised $40 million in a Series B funding round. On April 28, 2021, the company launched the BigScience Research Workshop in collaboration with several other research groups to release an open large language model. In 2022, the workshop concluded with the announcement of BLOOM." , )




						def __lowerCamelCase					(				self    )							->	str:




									'''simple docstring'''


									__UpperCamelCase    :    str								=      self.remote_tool(text=__UpperCamelCase    )
									self.assertEqual(
									    __UpperCamelCase , "Hugging Face was founded in 2016 by French entrepreneurs Clément Delangue, Julien Chaumond, and Thomas Wolf. In March 2021, Hugging Face raised $40 million in a Series B funding round. On April 28, 2021, the company launched the BigScience Research Workshop in collaboration with several other research groups to release an open large language model. In 2022, the workshop concluded with the announcement of BLOOM." , )