package software.amazon.sagemaker.imageversion; import java.time.Duration; import software.amazon.awssdk.awscore.exception.AwsServiceException; import software.amazon.awssdk.services.sagemaker.SageMakerClient; import software.amazon.awssdk.services.sagemaker.model.CreateImageVersionRequest; import software.amazon.awssdk.services.sagemaker.model.CreateImageVersionResponse; import software.amazon.awssdk.services.sagemaker.model.DescribeImageVersionRequest; import software.amazon.awssdk.services.sagemaker.model.DescribeImageVersionResponse; import software.amazon.awssdk.services.sagemaker.model.ImageVersionStatus; 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.CfnResourceConflictException; 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 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 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.when; import static org.mockito.Mockito.mock; @ExtendWith(MockitoExtension.class) public class CreateHandlerTest extends AbstractTestBase { private static final String INVALID_CREATE_INPUTS_MESSAGE = "Invalid request provided: The following ReadOnly properties were set: " + "[ImageVersionArn,Version,ContainerImage]"; @Mock private AmazonWebServicesClientProxy proxy; @Mock private ProxyClient proxyClient; @Mock private SageMakerClient sageMakerClient; private ResourceModel createRequestModel; private ResourceModel invalidRequestModel; @BeforeEach public void setup() { proxy = new AmazonWebServicesClientProxy(logger, MOCK_CREDENTIALS, () -> Duration.ofSeconds(600).toMillis()); sageMakerClient = mock(SageMakerClient.class); proxyClient = MOCK_PROXY(proxy, sageMakerClient); createRequestModel = ResourceModel.builder() .imageName(TEST_IMAGE_NAME) .baseImage(TEST_BASE_IMAGE) .build(); invalidRequestModel = ResourceModel.builder() .imageName(TEST_IMAGE_NAME) .baseImage(TEST_BASE_IMAGE) .imageVersionArn(TEST_IMAGE_VERSION_ARN) .version(TEST_VERSION) .containerImage(TEST_CONTAINER_IMAGE) .build(); } @Test public void testCreateHandler_SimpleSuccess() { final CreateImageVersionResponse createImageVersionResponse = CreateImageVersionResponse.builder() .imageVersionArn(TEST_IMAGE_VERSION_ARN) .build(); final DescribeImageVersionResponse describeImageVersionResponse = createDescribeResponse(ImageVersionStatus.CREATED); when(proxyClient.client().createImageVersion(any(CreateImageVersionRequest.class))) .thenReturn(createImageVersionResponse); when(proxyClient.client().describeImageVersion(any(DescribeImageVersionRequest.class))) .thenReturn(describeImageVersionResponse); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(createRequestModel) .build(); final ProgressEvent response = invokeHandler(request); final ResourceModel expectedModelFromResponse = createResourceModel(); assertThat(response).isNotNull(); assertThat(response.getStatus()).isEqualTo(OperationStatus.SUCCESS); assertThat(response.getCallbackDelaySeconds()).isEqualTo(0); assertThat(response.getResourceModel()).isEqualTo(expectedModelFromResponse); assertThat(response.getResourceModels()).isNull(); assertThat(response.getMessage()).isNull(); assertThat(response.getErrorCode()).isNull(); } @Test public void testCreateHandler_ResourceInUseException() { when(proxyClient.client().createImageVersion(any(CreateImageVersionRequest.class))) .thenThrow(ResourceInUseException.class); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(createRequestModel) .build(); assertThrows(CfnResourceConflictException.class, () -> invokeHandler(request)); } @Test public void testCreateHandler_ServiceInternalException() { final AwsServiceException serviceInternalException = SageMakerException.builder() .message("test error message") .statusCode(500) .build(); when(proxyClient.client().createImageVersion(any(CreateImageVersionRequest.class))) .thenThrow(serviceInternalException); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(createRequestModel) .build(); final Exception exception = assertThrows(CfnGeneralServiceException.class, () -> invokeHandler(request)); assertThat(exception.getMessage()).isEqualTo(String.format(HandlerErrorCode.GeneralServiceException.getMessage(), Action.CREATE)); } @Test public void testCreateHandler_ResourceLimitExceededException() { final ResourceLimitExceededException resourceLimitExceeded = ResourceLimitExceededException.builder() .message("test error message") .statusCode(400) .build(); when(proxyClient.client().createImageVersion(any(CreateImageVersionRequest.class))) .thenThrow(resourceLimitExceeded); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(createRequestModel) .build(); final Exception exception = assertThrows(CfnGeneralServiceException.class, () -> invokeHandler(request)); assertThat(exception.getMessage()).isEqualTo(String.format(HandlerErrorCode.GeneralServiceException.getMessage(), Action.CREATE)); } @Test public void testCreateHandler_InvalidRequestModel() { final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(invalidRequestModel) .build(); final Exception exception = assertThrows(CfnInvalidRequestException.class, () -> invokeHandler(request)); assertThat(exception.getMessage()).isEqualTo(INVALID_CREATE_INPUTS_MESSAGE); } @Test public void testCreateHandler_VerifyStabilization_CreatedStatus() { final CreateImageVersionResponse createImageVersionResponse = CreateImageVersionResponse.builder() .imageVersionArn(TEST_IMAGE_VERSION_ARN) .build(); final DescribeImageVersionResponse firstDescribeResponse = createDescribeResponse(ImageVersionStatus.CREATING); final DescribeImageVersionResponse secondDescribeResponse = createDescribeResponse(ImageVersionStatus.CREATED); when(proxyClient.client().createImageVersion(any(CreateImageVersionRequest.class))) .thenReturn(createImageVersionResponse); when(proxyClient.client().describeImageVersion(any(DescribeImageVersionRequest.class))) .thenReturn(firstDescribeResponse).thenReturn(secondDescribeResponse); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(createRequestModel) .build(); final ProgressEvent response = invokeHandler(request); final ResourceModel expectedModelFromResponse = createResourceModel(); assertThat(response).isNotNull(); assertThat(response.getStatus()).isEqualTo(OperationStatus.SUCCESS); assertThat(response.getCallbackDelaySeconds()).isEqualTo(0); assertThat(response.getResourceModel()).isEqualTo(expectedModelFromResponse); assertThat(response.getResourceModels()).isNull(); assertThat(response.getMessage()).isNull(); assertThat(response.getErrorCode()).isNull(); } @Test public void testCreateHandler_VerifyStabilization_CreateFailed() { final CreateImageVersionResponse createImageVersionResponse = CreateImageVersionResponse.builder() .imageVersionArn(TEST_IMAGE_VERSION_ARN) .build(); final DescribeImageVersionResponse firstDescribeResponse = createDescribeResponse(ImageVersionStatus.CREATING); final DescribeImageVersionResponse secondDescribeResponse = createDescribeResponse(ImageVersionStatus.CREATE_FAILED); when(proxyClient.client().createImageVersion(any(CreateImageVersionRequest.class))) .thenReturn(createImageVersionResponse); when(proxyClient.client().describeImageVersion(any(DescribeImageVersionRequest.class))) .thenReturn(firstDescribeResponse).thenReturn(secondDescribeResponse); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(createRequestModel) .build(); assertThrows(CfnGeneralServiceException.class, () -> invokeHandler(request)); } private ProgressEvent invokeHandler(final ResourceHandlerRequest request) { final CreateHandler handler = new CreateHandler(); return handler.handleRequest(proxy, request, new CallbackContext(), proxyClient, logger); } }