package software.amazon.sagemaker.image; 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.CreateImageRequest; import software.amazon.awssdk.services.sagemaker.model.CreateImageResponse; import software.amazon.awssdk.services.sagemaker.model.DescribeImageRequest; import software.amazon.awssdk.services.sagemaker.model.DescribeImageResponse; import software.amazon.awssdk.services.sagemaker.model.ImageStatus; import software.amazon.awssdk.services.sagemaker.model.ListTagsRequest; import software.amazon.awssdk.services.sagemaker.model.ListTagsResponse; import software.amazon.awssdk.services.sagemaker.model.ResourceInUseException; import software.amazon.awssdk.services.sagemaker.model.ResourceLimitExceededException; import software.amazon.awssdk.services.sagemaker.model.ResourceNotFoundException; 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 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.mock; import static org.mockito.Mockito.when; @ExtendWith(MockitoExtension.class) public class CreateHandlerTest extends AbstractTestBase { @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) .imageRoleArn(TEST_IMAGE_ROLE_ARN) .imageDisplayName(TEST_IMAGE_DISPLAY_NAME) .imageDescription(TEST_IMAGE_DESCRIPTION) .tags(TEST_CFN_MODEL_TAGS) .build(); invalidRequestModel = ResourceModel.builder() .imageArn(TEST_IMAGE_ARN) .imageName(TEST_IMAGE_NAME) .imageRoleArn(TEST_IMAGE_ROLE_ARN) .imageDisplayName(TEST_IMAGE_DISPLAY_NAME) .imageDescription(TEST_IMAGE_DESCRIPTION) .tags(TEST_CFN_MODEL_TAGS) .build(); } @Test public void testCreateHandler_SimpleSuccess() { final CreateImageResponse createImageResponse = CreateImageResponse.builder() .imageArn(TEST_IMAGE_ARN) .build(); final DescribeImageResponse describeImageResponse = createDescribeImageResponse(ImageStatus.CREATED); final ListTagsResponse listTagsResponse = ListTagsResponse.builder() .tags(TEST_SDK_TAGS) .build(); when(proxyClient.client().createImage(any(CreateImageRequest.class))) .thenReturn(createImageResponse); when(proxyClient.client().describeImage(any(DescribeImageRequest.class))) .thenThrow(ResourceNotFoundException.class).thenReturn(describeImageResponse); when(proxyClient.client().listTags(any(ListTagsRequest.class))) .thenReturn(listTagsResponse); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(createRequestModel) .build(); final ProgressEvent response = invokeHandler(request); final ResourceModel expectedModelFromResponse = createResourceModel(ImageStatus.CREATED.toString(), true); 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_ResourceAlreadyExists() { when(proxyClient.client().describeImage(any(DescribeImageRequest.class))) .thenReturn(createDescribeImageResponse(ImageStatus.CREATED)); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(createRequestModel) .build(); final Exception exception = assertThrows(ResourceAlreadyExistsException.class, () -> invokeHandler(request)); assertThat(exception.getMessage()).isEqualTo(String.format(HandlerErrorCode.AlreadyExists.getMessage(), ResourceModel.TYPE_NAME, TEST_IMAGE_NAME)); } @Test public void testCreateHandler_ResourceInUseException() { when(proxyClient.client().describeImage(any(DescribeImageRequest.class))) .thenThrow(ResourceNotFoundException.class); when(proxyClient.client().createImage(any(CreateImageRequest.class))) .thenThrow(ResourceInUseException.class); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(createRequestModel) .build(); final Exception exception = assertThrows(ResourceAlreadyExistsException.class, () -> invokeHandler(request)); assertThat(exception.getMessage()).isEqualTo(String.format(HandlerErrorCode.AlreadyExists.getMessage(), ResourceModel.TYPE_NAME, TEST_IMAGE_NAME)); } @Test public void testCreateHandler_ServiceInternalException() { final AwsServiceException serviceInternalException = SageMakerException.builder() .message("test error message") .statusCode(500) .build(); when(proxyClient.client().describeImage(any(DescribeImageRequest.class))) .thenThrow(ResourceNotFoundException.class); when(proxyClient.client().createImage(any(CreateImageRequest.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().describeImage(any(DescribeImageRequest.class))) .thenThrow(ResourceNotFoundException.class); when(proxyClient.client().createImage(any(CreateImageRequest.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()).contains("Invalid request provided"); } @Test public void testCreateHandler_VerifyStabilization_CreatedStatus() { final CreateImageResponse createImageResponse = CreateImageResponse.builder() .imageArn(TEST_IMAGE_ARN) .build(); final DescribeImageResponse firstDescribeResponse = createDescribeImageResponse(ImageStatus.CREATING); final DescribeImageResponse secondDescribeResponse = createDescribeImageResponse(ImageStatus.CREATED); final ListTagsResponse listTagsResponse = ListTagsResponse.builder() .tags(TEST_SDK_TAGS) .build(); when(proxyClient.client().createImage(any(CreateImageRequest.class))) .thenReturn(createImageResponse); when(proxyClient.client().describeImage(any(DescribeImageRequest.class))) .thenThrow(ResourceNotFoundException.class) .thenReturn(firstDescribeResponse) .thenReturn(secondDescribeResponse); when(proxyClient.client().listTags(any(ListTagsRequest.class))) .thenReturn(listTagsResponse); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(createRequestModel) .build(); final ProgressEvent response = invokeHandler(request); final ResourceModel expectedModelFromResponse = createResourceModel(ImageStatus.CREATED.toString(), true); 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 CreateImageResponse createImageResponse = CreateImageResponse.builder() .imageArn(TEST_IMAGE_ARN) .build(); final DescribeImageResponse firstDescribeResponse = createDescribeImageResponse(ImageStatus.CREATING); final DescribeImageResponse secondDescribeResponse = createDescribeImageResponse(ImageStatus.CREATE_FAILED); when(proxyClient.client().createImage(any(CreateImageRequest.class))) .thenReturn(createImageResponse); when(proxyClient.client().describeImage(any(DescribeImageRequest.class))) .thenThrow(ResourceNotFoundException.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); } }