






import os

import pytest
from attr import dataclass


__UpperCAmelCase								=						'us-east-1'  # defaults region



@dataclass
class   lowerCamelCase      :







		'''simple docstring'''



		_snake_case    :    str
		_snake_case    :    List[Any]       						=  '''arn:aws:iam::558105141721:role/sagemaker_execution_role'''
		_snake_case    :    Any       						=  {
		    '''task_name''': '''mnli''',
		    '''per_device_train_batch_size''': 1_6,
		    '''per_device_eval_batch_size''': 1_6,
		    '''do_train''': True,
		    '''do_eval''': True,
		    '''do_predict''': True,
		    '''output_dir''': '''/opt/ml/model''',
		    '''overwrite_output_dir''': True,
		    '''max_steps''': 5_0_0,
		    '''save_steps''': 5_5_0_0,
		}
		_snake_case    :    Tuple       						=  {**hyperparameters, '''max_steps''': 1_0_0_0}



		@property
		def 					__UpperCAmelCase			(							self   )	->							str:
							if self.framework == "pytorch":
												return [
												    {"Name": "train_runtime", "Regex": r"train_runtime.*=\D*(.*?)$"},
												    {"Name": "eval_accuracy", "Regex": r"eval_accuracy.*=\D*(.*?)$"},
												    {"Name": "eval_loss", "Regex": r"eval_loss.*=\D*(.*?)$"},
												]
							else:
												return [
												    {"Name": "train_runtime", "Regex": r"train_runtime.*=\D*(.*?)$"},
												    {"Name": "eval_accuracy", "Regex": r"loss.*=\D*(.*?)]?$"},
												    {"Name": "eval_loss", "Regex": r"sparse_categorical_accuracy.*=\D*(.*?)]?$"},
												]



		@property
		def 					__UpperCAmelCase			(							self   )	->							str:
							return f"{self.framework}-transfromers-test"



		@property
		def 					__UpperCAmelCase			(							self   )	->							str:
							return f"./tests/sagemaker/scripts/{self.framework}"



		@property
		def 					__UpperCAmelCase			(							self   )	->							str:
							if self.framework == "pytorch":
												return "763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-pytorch-training:1.7.1-transformers4.6.1-gpu-py36-cu110-ubuntu18.04"
							else:
												return "763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-tensorflow-training:2.4.1-transformers4.6.1-gpu-py37-cu110-ubuntu18.04"





@pytest.fixture(scope='class'  )
def      lowercase__      (     __snake_case    :							Tuple  ):


					'''simple docstring'''


					UpperCAmelCase_    :      Any            =						SageMakerTestEnvironment(framework=request.cls.framework  )










'''simple docstring'''



import unittest

from knapsack import knapsack as k





class    UpperCAmelCase_  (unittest.TestCase  ):





    """simple docstring"""






    def       lowercase_				(							self	)				->     Optional[Any]:
         __lowerCamelCase   :	int								=		0
         __lowerCamelCase   :	Union[str, Any]								=		[0]
         __lowerCamelCase   :	Any								=		[0]
         __lowerCamelCase   :	Union[str, Any]								=		len(SCREAMING_SNAKE_CASE_	)
         self.assertEqual(k.knapsack(SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_	)			,     0	)

         __lowerCamelCase   :	List[str]								=		[60]
         __lowerCamelCase   :	Union[str, Any]								=		[10]
         __lowerCamelCase   :	List[Any]								=		len(SCREAMING_SNAKE_CASE_	)
         self.assertEqual(k.knapsack(SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_	)			,     0	)







    def       lowercase_				(							self	)				->     List[str]:
         __lowerCamelCase   :	Optional[int]								=		3
         __lowerCamelCase   :	int								=		[1, 2, 3]
         __lowerCamelCase   :	str								=		[3, 2, 1]
         __lowerCamelCase   :	Union[str, Any]								=		len(SCREAMING_SNAKE_CASE_	)
         self.assertEqual(k.knapsack(SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_	)			,     5	)







    def       lowercase_				(							self	)				->     int:
         __lowerCamelCase   :	Optional[int]								=		50
         __lowerCamelCase   :	List[str]								=		[60, 1_00, 1_20]
         __lowerCamelCase   :	List[str]								=		[10, 20, 30]
         __lowerCamelCase   :	List[str]								=		len(SCREAMING_SNAKE_CASE_	)
         self.assertEqual(k.knapsack(SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_	)			,     2_20	)


if __name__ == "__main__":
      unittest.main()






