


'''simple docstring'''

import unittest

from transformers import load_tool

from .test_tools_common import ToolTesterMixin


lowerCAmelCase :int             =     '''\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 _lowerCamelCase			(		unittest.TestCase						,	__a				):



		'''simple docstring'''







		def   __lowerCAmelCase						(   self						:		Any     )    ->					Any:
			__magic_name__			:       int	      =	load_tool('text-question-answering'     )
			self.tool.setup()
			__magic_name__			:       int	      =	load_tool('text-question-answering'    ,	remote=_UpperCamelCase     )







		def   __lowerCAmelCase						(   self						:		Optional[Any]     )    ->					Any:
			__magic_name__			:       Any	      =	self.tool(_UpperCamelCase    ,	'What did Hugging Face do in April 2021?'     )
			self.assertEqual(_UpperCamelCase    ,	'launched the BigScience Research Workshop'     )







		def   __lowerCAmelCase						(   self						:		Tuple     )    ->					List[str]:
			__magic_name__			:       int	      =	self.remote_tool(_UpperCamelCase    ,	'What did Hugging Face do in April 2021?'     )
			self.assertEqual(_UpperCamelCase    ,	'launched the BigScience Research Workshop'     )







		def   __lowerCAmelCase						(   self						:		Tuple     )    ->					Dict:
			__magic_name__			:       int	      =	self.tool(text=_UpperCamelCase    ,	question='What did Hugging Face do in April 2021?'     )
			self.assertEqual(_UpperCamelCase    ,	'launched the BigScience Research Workshop'     )







		def   __lowerCAmelCase						(   self						:		Tuple     )    ->					Union[str, Any]:
			__magic_name__			:       int	      =	self.remote_tool(text=_UpperCamelCase    ,	question='What did Hugging Face do in April 2021?'     )
			self.assertEqual(_UpperCamelCase    ,	'launched the BigScience Research Workshop'     )

def   lowerCamelCase__							(							__lowerCAmelCase    :    list							):




			"""simple docstring"""


			for i in range(len(__lowerCAmelCase							) - 1       ,				0       ,				-1							):
						lowerCAmelCase_         =      False

						for j in range(__lowerCAmelCase       ,				0       ,				-1							):
									if unsorted[j] < unsorted[j - 1]:
												lowerCAmelCase_      ,    lowerCAmelCase_         =      unsorted[j - 1], unsorted[j]
												lowerCAmelCase_         =      True

						for j in range(__lowerCAmelCase							):
									if unsorted[j] > unsorted[j + 1]:
												lowerCAmelCase_      ,    lowerCAmelCase_         =      unsorted[j + 1], unsorted[j]
												lowerCAmelCase_         =      True

						if not swapped:
									break
			return unsorted


if __name__ == "__main__":
			import doctest

			doctest.testmod()
			_A  =	input("Enter numbers separated by a comma:\n").strip()
			_A  =	[int(item) for item in user_input.split(",")]
			print(f"""{cocktail_shaker_sort(unsorted) = }""")



