

def  UpperCAmelCase_   (_lowerCAmelCase :		list     ,			_lowerCAmelCase :		int     ,			_lowerCAmelCase :		int		):
			if right <= left:
						return
			__UpperCamelCase    :    Union[str, Any]								=      left
			__UpperCamelCase    :    Union[str, Any]								=      right
			__UpperCamelCase    :    List[Any]								=      sorting[left]
			while i <= b:
						if sorting[i] < pivot:
									__UpperCamelCase    :    Optional[int]								=      sorting[i], sorting[a]
									a += 1
									i += 1
						elif sorting[i] > pivot:
									__UpperCamelCase    :    Dict								=      sorting[i], sorting[b]
									b -= 1
						else:
									i += 1
			quick_sort_apartition(_lowerCAmelCase     ,			_lowerCAmelCase     ,			a - 1		)
			quick_sort_apartition(_lowerCAmelCase     ,			b + 1     ,			_lowerCAmelCase		)







def  UpperCAmelCase_   (_lowerCAmelCase :		list     ,			_lowerCAmelCase :		int     ,			_lowerCAmelCase :		int		):
			if left < right:
						__UpperCamelCase    :    str								=      lomuto_partition(_lowerCAmelCase     ,			_lowerCAmelCase     ,			_lowerCAmelCase		)
						quick_sort_lomuto_partition(_lowerCAmelCase     ,			_lowerCAmelCase     ,			pivot_index - 1		)
						quick_sort_lomuto_partition(_lowerCAmelCase     ,			pivot_index + 1     ,			_lowerCAmelCase		)







def  UpperCAmelCase_   (_lowerCAmelCase :		list     ,			_lowerCAmelCase :		int     ,			_lowerCAmelCase :		int		):
			__UpperCamelCase    :    List[str]								=      sorting[right]
			__UpperCamelCase    :    Optional[int]								=      left
			for i in range(_lowerCAmelCase     ,			_lowerCAmelCase		):
						if sorting[i] < pivot:
									__UpperCamelCase    :    Tuple								=      sorting[i], sorting[store_index]
									store_index += 1
			__UpperCamelCase    :    int								=      sorting[store_index], sorting[right]
			return store_index







def  UpperCAmelCase_   (_lowerCAmelCase :		list		):
			if len(_lowerCAmelCase		) <= 1:
						return sorting
			return (
			    three_way_radix_quicksort([i for i in sorting if i < sorting[0]]		)
			    + [i for i in sorting if i == sorting[0]]
			    + three_way_radix_quicksort([i for i in sorting if i > sorting[0]]		)
			)


if __name__ == "__main__":
					import doctest

					doctest.testmod(verbose=True)

					lowercase     :       int        =       input("Enter numbers separated by a comma:\n").strip()
					lowercase     :       int        =       [int(item) for item in user_input.split(",")]
					quick_sort_apartition(unsorted, 0, len(unsorted) - 1)
					print(unsorted)


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." , )