


'''simple docstring'''
import random


def 			a      (			__a ,					__a ,					__a   )  ->	Any:



					'''simple docstring'''






					UpperCamelCase__   :Union[str, Any]												= a[left_index]
					UpperCamelCase__   :Union[str, Any]												= left_index + 1
					for j in range(left_index + 1 ,					__a   ):
										if a[j] < pivot:
															UpperCamelCase__					,				UpperCamelCase__   :Optional[int]												= a[i], a[j]
															i += 1
					UpperCamelCase__					,				UpperCamelCase__   :Optional[Any]												= a[i - 1], a[left_index]
					return i - 1


def 			a      (			__a ,					__a ,					__a   )  ->	Optional[Any]:



					'''simple docstring'''






					if left < right:
										UpperCamelCase__   :Any												= random.randint(__a ,					right - 1   )
										UpperCamelCase__					,				UpperCamelCase__   :Union[str, Any]												= (
										    a[left],
										    a[pivot],
										)  # switches the pivot with the left most bound
										UpperCamelCase__   :Any												= partition(__a ,					__a ,					__a   )
										quick_sort_random(
										    __a ,					__a ,					__a   )  # recursive quicksort to the left of the pivot point
										quick_sort_random(
										    __a ,					pivot_index + 1 ,					__a   )  # recursive quicksort to the right of the pivot point


def 			a      (			)  ->	str:



					'''simple docstring'''






					UpperCamelCase__   :Any												= input('''Enter numbers separated by a comma:\n'''   ).strip()
					UpperCamelCase__   :str												= [int(__a   ) for item in user_input.split(''','''   )]

					quick_sort_random(__a ,					0 ,					len(__a   )   )

					print(__a   )


if __name__ == "__main__":
		main()



'''simple docstring'''
import unittest
from dataclasses import dataclass

import pytest

from accelerate.commands.config.config_args import SageMakerConfig
from accelerate.utils import ComputeEnvironment
from accelerate.utils.launch import _convert_nargs_to_dict
@dataclass
class    lowercase	(							A__					):

		"""simple docstring"""

		_a     =				ComputeEnvironment.AMAZON_SAGEMAKER
		_a     =				True
		_a     =				'ml.p3.2xlarge'
		_a     =				'accelerate_sagemaker_execution_role'
		_a     =				'hf-sm'
		_a     =				'us-east-1'
		_a     =				1
		_a     =				'accelerate-sagemaker-1'
		_a     =				'1.6'
		_a     =				'4.4'
		_a     =				'train.py'
		_a     =				[
		    '--model_name_or_path',
		    'bert',
		    '--do_train',
		    'False',
		    '--epochs',
		    '3',
		    '--learning_rate',
		    '5e-5',
		    '--max_steps',
		    '50.5',
		]
		_a     =				[
		    '--model_name_or_path',
		    'bert',
		    '--do_train',
		    '--do_test',
		    'False',
		    '--do_predict',
		    '--epochs',
		    '3',
		    '--learning_rate',
		    '5e-5',
		    '--max_steps',
		    '50.5',
		]



class    lowercase	(							unittest.TestCase					):

		"""simple docstring"""

		def     lowerCAmelCase__				(		self							):

							'''simple docstring'''


							UpperCamelCase__   :Union[str, Any]												= _convert_nargs_to_dict(MockLaunchConfig.success_training_script_args							)
							assert isinstance(converted_args['''model_name_or_path''']    ,   UpperCamelCase_							)
							assert isinstance(converted_args['''do_train''']    ,   UpperCamelCase_							)
							assert isinstance(converted_args['''epochs''']    ,   UpperCamelCase_							)
							assert isinstance(converted_args['''learning_rate''']    ,   UpperCamelCase_							)
							assert isinstance(converted_args['''max_steps''']    ,   UpperCamelCase_							)

							with pytest.raises(UpperCamelCase_							):
												_convert_nargs_to_dict(MockLaunchConfig.fail_training_script_args							)