package software.amazon.sagemaker.modelpackagegroup; import software.amazon.awssdk.awscore.exception.AwsServiceException; import software.amazon.awssdk.services.sagemaker.SageMakerClient; import software.amazon.awssdk.services.sagemaker.model.DeleteModelPackageGroupResponse; import software.amazon.awssdk.services.sagemaker.model.DeleteModelPackageGroupRequest; import software.amazon.awssdk.services.sagemaker.model.DescribeModelPackageGroupRequest; import software.amazon.awssdk.services.sagemaker.model.ResourceNotFoundException; import software.amazon.awssdk.services.sagemaker.model.SageMakerException; import software.amazon.awssdk.services.sagemaker.model.DescribeModelPackageGroupResponse; import software.amazon.awssdk.services.sagemaker.model.ModelPackageGroupStatus; import software.amazon.cloudformation.Action; import software.amazon.cloudformation.exceptions.CfnGeneralServiceException; import software.amazon.cloudformation.exceptions.CfnNotFoundException; import software.amazon.cloudformation.proxy.AmazonWebServicesClientProxy; import software.amazon.cloudformation.proxy.ProxyClient; import software.amazon.cloudformation.proxy.ResourceHandlerRequest; import software.amazon.cloudformation.proxy.ProgressEvent; import software.amazon.cloudformation.proxy.OperationStatus; import software.amazon.cloudformation.proxy.HandlerErrorCode; import org.junit.jupiter.api.BeforeEach; import org.junit.jupiter.api.Test; import org.junit.jupiter.api.extension.ExtendWith; import org.mockito.Mock; import org.mockito.junit.jupiter.MockitoExtension; import java.time.Duration; import static org.junit.jupiter.api.Assertions.assertNotNull; import static org.junit.jupiter.api.Assertions.assertNull; import static org.junit.jupiter.api.Assertions.assertEquals; import static org.junit.jupiter.api.Assertions.assertThrows; import static org.mockito.ArgumentMatchers.any; import static org.mockito.Mockito.mock; import static org.mockito.Mockito.when; @ExtendWith(MockitoExtension.class) public class DeleteHandlerTest extends AbstractTestBase { @Mock private AmazonWebServicesClientProxy proxy; @Mock private ProxyClient proxyClient; @Mock SageMakerClient sdkClient; @BeforeEach public void setup() { proxy = new AmazonWebServicesClientProxy(logger, MOCK_CREDENTIALS, () -> Duration.ofSeconds(600).toMillis()); sdkClient = mock(SageMakerClient.class); proxyClient = MOCK_PROXY(proxy, sdkClient); } @Test public void testDeleteHandler_SimpleSuccess() { final DeleteModelPackageGroupResponse deleteModelPackageGroupResponse = DeleteModelPackageGroupResponse.builder() .build(); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(getRequestResourceModel()) .build(); when(proxyClient.client().describeModelPackageGroup(any(DescribeModelPackageGroupRequest.class))) .thenThrow(ResourceNotFoundException.class); when(proxyClient.client().deleteModelPackageGroup(any(DeleteModelPackageGroupRequest.class))) .thenReturn(deleteModelPackageGroupResponse); final ProgressEvent response = invokeHandleRequest(request); assertNotNull(response); assertEquals(OperationStatus.SUCCESS, response.getStatus()); assertEquals(0, response.getCallbackDelaySeconds()); assertNull(response.getMessage()); assertNull(response.getErrorCode()); assertNull(response.getResourceModel()); } @Test public void testDeleteHandler_ServiceInternalException() { final AwsServiceException serviceInternalException = SageMakerException.builder() .message(TEST_ERROR_MESSAGE) .statusCode(500) .build(); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(getRequestResourceModel()) .build(); when(proxyClient.client().deleteModelPackageGroup(any(DeleteModelPackageGroupRequest.class))) .thenThrow(serviceInternalException); Exception exception = assertThrows(CfnGeneralServiceException.class, () -> invokeHandleRequest(request)); assertEquals(String.format(HandlerErrorCode.GeneralServiceException.getMessage(), Action.DELETE), exception.getMessage()); } @Test public void testDeleteHandler_ModelPackageGroupDoesNotExists_Fails() { final AwsServiceException resourceNotExistexception = SageMakerException.builder() .message(MODEL_PACKAGE_GROUP_NOT_EXISTS_ERROR_MESSAGE) .statusCode(400) .build(); when(proxyClient.client().deleteModelPackageGroup(any(DeleteModelPackageGroupRequest.class))) .thenThrow(resourceNotExistexception); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(getRequestResourceModel()) .build(); Exception exception = assertThrows(CfnNotFoundException.class, () -> invokeHandleRequest(request)); assertEquals(String.format(HandlerErrorCode.NotFound.getMessage(), ResourceModel.TYPE_NAME, TEST_MODEL_PACKAGE_GROUP_NAME), exception.getMessage()); } @Test public void testDeleteHandler_ResourceNotFoundException_Fails() { when(proxyClient.client().deleteModelPackageGroup(any(DeleteModelPackageGroupRequest.class))) .thenThrow(ResourceNotFoundException.class); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(getRequestResourceModel()) .build(); Exception exception = assertThrows(CfnNotFoundException.class, () -> invokeHandleRequest(request)); assertEquals(String.format(HandlerErrorCode.NotFound.getMessage(), ResourceModel.TYPE_NAME, TEST_MODEL_PACKAGE_GROUP_NAME), exception.getMessage()); } @Test public void testDeleteHandler_VerifyStabilization_SuccessfulDelete_WithResourceNotFoundException() { final DescribeModelPackageGroupResponse firstDescribeResponse = DescribeModelPackageGroupResponse.builder() .creationTime(TEST_CREATION_TIME) .modelPackageGroupArn(TEST_MODEL_PACKAGE_GROUP_ARN) .modelPackageGroupName(TEST_MODEL_PACKAGE_GROUP_NAME) .modelPackageGroupStatus(ModelPackageGroupStatus.DELETING) .build(); final DeleteModelPackageGroupResponse deleteModelPackageGroupResponse = DeleteModelPackageGroupResponse.builder() .build(); when(proxyClient.client().describeModelPackageGroup(any(DescribeModelPackageGroupRequest.class))) .thenReturn(firstDescribeResponse).thenThrow(ResourceNotFoundException.class); when(proxyClient.client().deleteModelPackageGroup(any(DeleteModelPackageGroupRequest.class))) .thenReturn(deleteModelPackageGroupResponse); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(getRequestResourceModel()) .build(); final ProgressEvent response = invokeHandleRequest(request); assertNotNull(response); assertEquals(OperationStatus.SUCCESS, response.getStatus()); assertEquals(0, response.getCallbackDelaySeconds()); assertNull(response.getMessage()); assertNull(response.getErrorCode()); } @Test public void testDeleteHandler_VerifyStabilization_SuccessfulDelete_WithModelPackageGroupNotExist() { final DescribeModelPackageGroupResponse firstDescribeResponse = DescribeModelPackageGroupResponse.builder() .creationTime(TEST_CREATION_TIME) .modelPackageGroupArn(TEST_MODEL_PACKAGE_GROUP_ARN) .modelPackageGroupName(TEST_MODEL_PACKAGE_GROUP_NAME) .modelPackageGroupStatus(ModelPackageGroupStatus.DELETING) .build(); final AwsServiceException resourceNotExistexception = SageMakerException.builder() .message(MODEL_PACKAGE_GROUP_NOT_EXISTS_ERROR_MESSAGE) .statusCode(400) .build(); final DeleteModelPackageGroupResponse deleteModelPackageGroupResponse = DeleteModelPackageGroupResponse.builder() .build(); when(proxyClient.client().describeModelPackageGroup(any(DescribeModelPackageGroupRequest.class))) .thenReturn(firstDescribeResponse).thenThrow(resourceNotExistexception); when(proxyClient.client().deleteModelPackageGroup(any(DeleteModelPackageGroupRequest.class))) .thenReturn(deleteModelPackageGroupResponse); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(getRequestResourceModel()) .build(); final ProgressEvent response = invokeHandleRequest(request); assertNotNull(response); assertEquals(OperationStatus.SUCCESS, response.getStatus()); assertEquals(0, response.getCallbackDelaySeconds()); assertNull(response.getMessage()); assertNull(response.getErrorCode()); } @Test public void testDeleteHandler_VerifyStabilization_ResourceNotDeleted() { final DescribeModelPackageGroupResponse firstDescribeResponse = DescribeModelPackageGroupResponse.builder() .creationTime(TEST_CREATION_TIME) .modelPackageGroupArn(TEST_MODEL_PACKAGE_GROUP_ARN) .modelPackageGroupName(TEST_MODEL_PACKAGE_GROUP_NAME) .modelPackageGroupStatus(ModelPackageGroupStatus.PENDING) .build(); final DescribeModelPackageGroupResponse secondDescribeResponse = DescribeModelPackageGroupResponse.builder() .creationTime(TEST_CREATION_TIME) .modelPackageGroupArn(TEST_MODEL_PACKAGE_GROUP_ARN) .modelPackageGroupName(TEST_MODEL_PACKAGE_GROUP_NAME) .modelPackageGroupStatus(ModelPackageGroupStatus.DELETE_FAILED) .build(); final DeleteModelPackageGroupResponse deleteModelPackageGroupResponse = DeleteModelPackageGroupResponse.builder() .build(); when(proxyClient.client().describeModelPackageGroup(any(DescribeModelPackageGroupRequest.class))) .thenReturn(firstDescribeResponse).thenReturn(secondDescribeResponse); when(proxyClient.client().deleteModelPackageGroup(any(DeleteModelPackageGroupRequest.class))) .thenReturn(deleteModelPackageGroupResponse); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(getRequestResourceModel()) .build(); Exception exception = assertThrows( CfnGeneralServiceException.class, () -> invokeHandleRequest(request)); assertEquals(String.format(HandlerErrorCode.GeneralServiceException.getMessage(), "Delete stabilizing of model package group: " + TEST_MODEL_PACKAGE_GROUP_NAME), exception.getMessage()); } private ResourceModel getRequestResourceModel() { return ResourceModel.builder() .modelPackageGroupName(TEST_MODEL_PACKAGE_GROUP_NAME) .build(); } private ProgressEvent invokeHandleRequest(ResourceHandlerRequest request) { final software.amazon.sagemaker.modelpackagegroup.DeleteHandler handler = new DeleteHandler(); return handler.handleRequest(proxy, request, new CallbackContext(), proxyClient, logger); } }