

'''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 					_snake_case		(__SCREAMING_SNAKE_CASE):
			__A  :	List[Any]        =ComputeEnvironment.AMAZON_SAGEMAKER
			__A  :	List[Any]        =True
			__A  :	int        ="ml.p3.2xlarge"
			__A  :	Tuple        ="accelerate_sagemaker_execution_role"
			__A  :	Optional[int]        ="hf-sm"
			__A  :	Optional[Any]        ="us-east-1"
			__A  :	List[str]        =1
			__A  :	Dict        ="accelerate-sagemaker-1"
			__A  :	List[Any]        ="1.6"
			__A  :	str        ="4.4"
			__A  :	List[Any]        ="train.py"
			__A  :	Optional[Any]        =[
			    "--model_name_or_path",
			    "bert",
			    "--do_train",
			    "False",
			    "--epochs",
			    "3",
			    "--learning_rate",
			    "5e-5",
			    "--max_steps",
			    "50.5",
			]
			__A  :	Optional[int]        =[
			    "--model_name_or_path",
			    "bert",
			    "--do_train",
			    "--do_test",
			    "False",
			    "--do_predict",
			    "--epochs",
			    "3",
			    "--learning_rate",
			    "5e-5",
			    "--max_steps",
			    "50.5",
			]




class 					_snake_case		(unittest.TestCase):






			def 		UpperCamelCase__							(  self     ):
				# If no defaults are changed, `to_kwargs` returns an empty dict.
				UpperCAmelCase_     :      List[str]						=  _convert_nargs_to_dict(MockLaunchConfig.success_training_script_args     )
				assert isinstance(converted_args["model_name_or_path"]			,_snake_case     )
				assert isinstance(converted_args["do_train"]			,_snake_case     )
				assert isinstance(converted_args["epochs"]			,_snake_case     )
				assert isinstance(converted_args["learning_rate"]			,_snake_case     )
				assert isinstance(converted_args["max_steps"]			,_snake_case     )

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






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) = }""")



