package software.amazon.sagemaker.pipeline; import lombok.extern.slf4j.Slf4j; 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.AwsErrorDetails; import software.amazon.awssdk.awscore.exception.AwsServiceException; import software.amazon.awssdk.services.sagemaker.SageMakerClient; import software.amazon.awssdk.services.sagemaker.model.CreatePipelineRequest; import software.amazon.awssdk.services.sagemaker.model.CreatePipelineResponse; import software.amazon.awssdk.services.sagemaker.model.DescribePipelineRequest; import software.amazon.awssdk.services.sagemaker.model.DescribePipelineResponse; 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.CfnServiceInternalErrorException; import software.amazon.cloudformation.exceptions.CfnServiceLimitExceededException; 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 java.time.Instant; 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; @Slf4j @ExtendWith(MockitoExtension.class) public class CreateHandlerTest extends AbstractTestBase { private final ResourceModel requestModel = getResourceModel(); @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_PipelineDefinitionBody() { final DescribePipelineResponse describePipelineResponse = DescribePipelineResponse.builder() .pipelineArn(TEST_PIPELINE_ARN) .pipelineName(TEST_PIPELINE_NAME) .pipelineDefinition(TEST_PIPELINE_DEFINITION) .pipelineDescription(TEST_PIPELINE_DESCRIPTION) .roleArn(TEST_ROLE_ARN) .pipelineDisplayName(TEST_PIPELINE_DISPLAY_NAME) .creationTime(Instant.now()) .build(); final CreatePipelineResponse createPipelineResponse = CreatePipelineResponse.builder() .pipelineArn(TEST_PIPELINE_ARN) .build(); when(proxyClient.client().describePipeline(any(DescribePipelineRequest.class))) .thenReturn(describePipelineResponse); when(proxyClient.client().createPipeline(any(CreatePipelineRequest.class))) .thenReturn(createPipelineResponse); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(requestModel) .build(); final ProgressEvent response = invokeHandleRequest(request); ResourceModel expectedModelFromResponse = ResourceModel.builder() .pipelineName(TEST_PIPELINE_NAME) .pipelineDefinition(PipelineDefinition.builder() .pipelineDefinitionBody(TEST_PIPELINE_DEFINITION).build()) .pipelineDescription(TEST_PIPELINE_DESCRIPTION) .roleArn(TEST_ROLE_ARN) .pipelineDisplayName(TEST_PIPELINE_DISPLAY_NAME) .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() .awsErrorDetails(AwsErrorDetails.builder() .errorCode("InternalError") .errorMessage(TEST_ERROR_MESSAGE) .build()) .statusCode(500) .build(); when(proxyClient.client().createPipeline(any(CreatePipelineRequest.class))) .thenThrow(serviceInternalException); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(requestModel) .build(); Exception exception = assertThrows(CfnServiceInternalErrorException.class, () -> invokeHandleRequest(request)); assertThat(exception.getMessage()).isEqualTo(String.format(HandlerErrorCode.ServiceInternalError.getMessage(), serviceInternalException.awsErrorDetails().errorMessage())); } @Test public void testCreateHandler_PipelineAlreadyExists() { final ResourceInUseException resourceInUseException = ResourceInUseException.builder() .message(TEST_ERROR_MESSAGE) .statusCode(400) .build(); when(proxyClient.client().createPipeline(any(CreatePipelineRequest.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_PIPELINE_NAME)); } @Test public void testCreateHandler_ResourceLimitExceededException() { final ResourceLimitExceededException resourceLimitExceededException = ResourceLimitExceededException.builder() .message(TEST_ERROR_MESSAGE) .statusCode(400) .build(); when(proxyClient.client().createPipeline(any(CreatePipelineRequest.class))) .thenThrow(resourceLimitExceededException); final ResourceHandlerRequest request = ResourceHandlerRequest.builder() .desiredResourceState(requestModel) .build(); Exception exception = assertThrows(CfnServiceLimitExceededException.class, () -> invokeHandleRequest(request)); assertThat(exception.getMessage()).isEqualTo(String.format(HandlerErrorCode.ServiceLimitExceeded.getMessage(), ResourceModel.TYPE_NAME, TEST_ERROR_MESSAGE)); } @Test public void testCreateHandler_ValidationFailure() { final AwsServiceException validationFailureException = SageMakerException.builder() .awsErrorDetails(AwsErrorDetails.builder() .errorCode("ValidationException") .errorMessage("Value null at 'pipelineName' failed to " + "satisfy constraint: Member must not be null") .build()) .statusCode(400) .build(); when(proxyClient.client().createPipeline(any(CreatePipelineRequest.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(), validationFailureException.awsErrorDetails().errorMessage())); } @Test public void testCreateHandler_NoExceptionMessage() { final AwsServiceException someException = SageMakerException.builder() .statusCode(400) .build(); when(proxyClient.client().createPipeline(any(CreatePipelineRequest.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 software.amazon.sagemaker.pipeline.CreateHandler handler = new CreateHandler(); return handler.handleRequest(proxy, request, new CallbackContext(), proxyClient, logger); } }