package software.amazon.sagemaker.modelbiasjobdefinition; 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 software.amazon.awssdk.awscore.exception.AwsServiceException; import software.amazon.awssdk.services.sagemaker.SageMakerClient; import software.amazon.awssdk.services.sagemaker.model.CreateModelBiasJobDefinitionRequest; import software.amazon.awssdk.services.sagemaker.model.CreateModelBiasJobDefinitionResponse; import software.amazon.awssdk.services.sagemaker.model.DescribeModelBiasJobDefinitionRequest; import software.amazon.awssdk.services.sagemaker.model.DescribeModelBiasJobDefinitionResponse; import software.amazon.awssdk.services.sagemaker.model.ResourceInUseException; import software.amazon.awssdk.services.sagemaker.model.ResourceLimitExceededException; import software.amazon.awssdk.services.sagemaker.model.SageMakerException; import software.amazon.cloudformation.Action; import software.amazon.cloudformation.exceptions.CfnGeneralServiceException; import software.amazon.cloudformation.exceptions.CfnInvalidRequestException; import software.amazon.cloudformation.exceptions.ResourceAlreadyExistsException; import software.amazon.cloudformation.proxy.AmazonWebServicesClientProxy; import software.amazon.cloudformation.proxy.HandlerErrorCode; import software.amazon.cloudformation.proxy.OperationStatus; import software.amazon.cloudformation.proxy.ProgressEvent; import software.amazon.cloudformation.proxy.ProxyClient; import software.amazon.cloudformation.proxy.ResourceHandlerRequest; import java.time.Duration; import static org.assertj.core.api.Assertions.assertThat; 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 CreateHandlerTest extends software.amazon.sagemaker.modelbiasjobdefinition.AbstractTestBase { private final ResourceModel requestModel = ResourceModel.builder() .creationTime(TEST_TIME.toString()) .jobDefinitionName(TEST_JOB_DEFINITION_NAME) .build(); @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 testCreateHandler_SimpleSuccess() { final DescribeModelBiasJobDefinitionResponse describeModelBiasJobDefinitionResponse = DescribeModelBiasJobDefinitionResponse.builder() .creationTime(TEST_TIME) .jobDefinitionName(TEST_JOB_DEFINITION_NAME) .jobDefinitionArn(TEST_JOB_DEFINITION_ARN) .build(); final CreateModelBiasJobDefinitionResponse createModelBiasJobDefinitionResponse = CreateModelBiasJobDefinitionResponse.builder() .jobDefinitionArn(TEST_JOB_DEFINITION_ARN) .build(); when(proxyClient.client().describeModelBiasJobDefinition(any(DescribeModelBiasJobDefinitionRequest.class))) .thenReturn(describeModelBiasJobDefinitionResponse); when(proxyClient.client().createModelBiasJobDefinition(any(CreateModelBiasJobDefinitionRequest.class))) .thenReturn(createModelBiasJobDefinitionResponse); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(requestModel) .build(); final ProgressEvent response = invokeHandleRequest(request); ResourceModel expectedModelFromResponse = ResourceModel.builder() .creationTime(TEST_TIME.toString()) .jobDefinitionName(TEST_JOB_DEFINITION_NAME) .jobDefinitionArn(TEST_JOB_DEFINITION_ARN) .build(); assertThat(response).isNotNull(); assertThat(response.getStatus()).isEqualTo(OperationStatus.SUCCESS); assertThat(response.getCallbackDelaySeconds()).isEqualTo(0); assertThat(response.getResourceModel()).isEqualTo(expectedModelFromResponse); assertThat(response.getMessage()).isNull(); assertThat(response.getErrorCode()).isNull(); } @Test public void testCreateHandler_NoJobDefinitionName_Success() { final DescribeModelBiasJobDefinitionResponse describeModelBiasJobDefinitionResponse = DescribeModelBiasJobDefinitionResponse.builder() .creationTime(TEST_TIME) .jobDefinitionName(TEST_JOB_DEFINITION_NAME) .jobDefinitionArn(TEST_JOB_DEFINITION_ARN) .build(); final CreateModelBiasJobDefinitionResponse createModelBiasJobDefinitionResponse = CreateModelBiasJobDefinitionResponse.builder() .jobDefinitionArn(TEST_JOB_DEFINITION_ARN) .build(); when(proxyClient.client().describeModelBiasJobDefinition(any(DescribeModelBiasJobDefinitionRequest.class))) .thenReturn(describeModelBiasJobDefinitionResponse); when(proxyClient.client().createModelBiasJobDefinition(any(CreateModelBiasJobDefinitionRequest.class))) .thenReturn(createModelBiasJobDefinitionResponse); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(requestModel) .clientRequestToken("token") .logicalResourceIdentifier("logical_id") .build(); final ProgressEvent response = invokeHandleRequest(request); ResourceModel expectedModelFromResponse = ResourceModel.builder() .creationTime(TEST_TIME.toString()) .jobDefinitionName(TEST_JOB_DEFINITION_NAME) .jobDefinitionArn(TEST_JOB_DEFINITION_ARN) .build(); assertThat(response).isNotNull(); assertThat(response.getStatus()).isEqualTo(OperationStatus.SUCCESS); assertThat(response.getCallbackDelaySeconds()).isEqualTo(0); assertThat(response.getResourceModel()).isEqualTo(expectedModelFromResponse); assertThat(response.getMessage()).isNull(); assertThat(response.getErrorCode()).isNull(); } @Test public void testCreateHandler_ServiceInternalException() { final AwsServiceException serviceInternalException = SageMakerException.builder() .message(TEST_ERROR_MESSAGE) .statusCode(500) .build(); when(proxyClient.client().createModelBiasJobDefinition(any(CreateModelBiasJobDefinitionRequest.class))) .thenThrow(serviceInternalException); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(requestModel) .build(); Exception exception = assertThrows( CfnGeneralServiceException.class, () -> invokeHandleRequest(request)); assertThat(exception.getMessage()).isEqualTo(String.format(HandlerErrorCode.GeneralServiceException.getMessage(), Action.CREATE)); } @Test public void testCreateHandler_ModelBiasJobDefinitionAlreadyExists_Fails() { final ResourceInUseException resourceInUseException = ResourceInUseException.builder() .message(TEST_ERROR_MESSAGE) .statusCode(400) .build(); when(proxyClient.client().createModelBiasJobDefinition(any(CreateModelBiasJobDefinitionRequest.class))) .thenThrow(resourceInUseException); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(requestModel) .build(); Exception exception = assertThrows( ResourceAlreadyExistsException.class, () -> invokeHandleRequest(request)); assertThat(exception.getMessage()).isEqualTo(String.format(HandlerErrorCode.AlreadyExists.getMessage(), ResourceModel.TYPE_NAME, TEST_JOB_DEFINITION_NAME)); } @Test public void testCreateHandler_ResourceLimitExceededException() { final ResourceLimitExceededException resourceLimitExceededException = ResourceLimitExceededException.builder() .message(TEST_ERROR_MESSAGE) .statusCode(400) .build(); when(proxyClient.client().createModelBiasJobDefinition(any(CreateModelBiasJobDefinitionRequest.class))) .thenThrow(resourceLimitExceededException); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(requestModel) .build(); Exception exception = assertThrows( CfnGeneralServiceException.class, () -> invokeHandleRequest(request)); assertThat(exception.getMessage()).isEqualTo(String.format(HandlerErrorCode.GeneralServiceException.getMessage(), Action.CREATE)); } @Test public void testCreateHandler_ValidationFailure() { final AwsServiceException validationFailureException = SageMakerException.builder() .message("1 validation error detected: Value null at 'jobDefinitionName' " + "failed to satisfy constraint: Member must not be null") .statusCode(400) .build(); when(proxyClient.client().createModelBiasJobDefinition(any(CreateModelBiasJobDefinitionRequest.class))) .thenThrow(validationFailureException); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(requestModel) .build(); Exception exception = assertThrows( CfnInvalidRequestException.class, () -> invokeHandleRequest(request)); assertThat(exception.getMessage()).isEqualTo(String.format(HandlerErrorCode.InvalidRequest.getMessage(), Action.CREATE)); } @Test public void testCreateHandler_NoExceptionMessage() { final AwsServiceException someException = SageMakerException.builder() .statusCode(400) .build(); when(proxyClient.client().createModelBiasJobDefinition(any(CreateModelBiasJobDefinitionRequest.class))) .thenThrow(someException); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(requestModel) .build(); Exception exception = assertThrows( CfnGeneralServiceException.class, () -> invokeHandleRequest(request)); assertThat(exception.getMessage()).isEqualTo(String.format(HandlerErrorCode.GeneralServiceException.getMessage(), Action.CREATE)); } private ProgressEvent invokeHandleRequest(ResourceHandlerRequest request) { final CreateHandler handler = new CreateHandler(); return handler.handleRequest(proxy, request, new CallbackContext(), proxyClient, logger); } }