package software.amazon.sagemaker.modelpackagegroup; import org.apache.commons.lang3.StringUtils; import software.amazon.awssdk.awscore.exception.AwsServiceException; import software.amazon.awssdk.services.sagemaker.SageMakerClient; import software.amazon.awssdk.services.sagemaker.model.SageMakerException; import software.amazon.awssdk.services.sagemaker.model.ResourceNotFoundException; import software.amazon.awssdk.services.sagemaker.model.DeleteModelPackageGroupResponse; import software.amazon.awssdk.services.sagemaker.model.DeleteModelPackageGroupRequest; 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.Logger; import software.amazon.cloudformation.proxy.OperationStatus; import software.amazon.cloudformation.proxy.ProgressEvent; import software.amazon.cloudformation.proxy.ProxyClient; import software.amazon.cloudformation.proxy.ResourceHandlerRequest; public class DeleteHandler extends BaseHandlerStd { private Logger logger; protected ProgressEvent handleRequest( final AmazonWebServicesClientProxy proxy, final ResourceHandlerRequest request, final CallbackContext callbackContext, final ProxyClient proxyClient, final Logger logger) { this.logger = logger; final ResourceModel model = request.getDesiredResourceState(); return ProgressEvent.progress(model, callbackContext) .then(progress -> proxy.initiate("AWS-SageMaker-ModelPackageGroup::Delete", proxyClient, model, callbackContext) .translateToServiceRequest(Translator::translateToDeleteRequest) .makeServiceCall(this::deleteResource) .stabilize(this::stabilizedOnDelete) .done(awsResponse -> ProgressEvent.builder() .status(OperationStatus.SUCCESS) .build())); } /** * Implement client invocation of the delete request through the proxyClient. * @param deleteModelPackageGroupRequest the aws service request to delete a model package group * @param proxyClient the aws service client to make the call * @return delete model package group response */ private DeleteModelPackageGroupResponse deleteResource( final DeleteModelPackageGroupRequest deleteModelPackageGroupRequest, final ProxyClient proxyClient) { DeleteModelPackageGroupResponse response = null; try { response = proxyClient.injectCredentialsAndInvokeV2(deleteModelPackageGroupRequest, proxyClient.client()::deleteModelPackageGroup); } catch (ResourceNotFoundException e) { // NotFound responded from Delete handler will be considered as success by CFN backend service. // This is to handle out of stack resource deletion throw new CfnNotFoundException(ResourceModel.TYPE_NAME, deleteModelPackageGroupRequest.modelPackageGroupName()); } catch (final AwsServiceException e) { ExceptionMapper.throwCfnException(Action.DELETE.toString(), ResourceModel.TYPE_NAME, deleteModelPackageGroupRequest.modelPackageGroupName(), e); } return response; } /** * Sync delete API moves resource in PENDING state and actual deletion happens asynchronously. * Stabilization is required to ensure model package group resource deletion has been completed. * @param deleteModelPackageGroupRequest the aws service request to delete a model package group * @param deleteModelPackageGroupResult the aws service response on deleting a model package group * @param proxyClient the aws service client to make the call * @param model resource model * @param callbackContext callback context * @return boolean state of stabilized or not */ private boolean stabilizedOnDelete( final DeleteModelPackageGroupRequest deleteModelPackageGroupRequest, final DeleteModelPackageGroupResponse deleteModelPackageGroupResult, final ProxyClient proxyClient, final ResourceModel model, final CallbackContext callbackContext) { try { DescribeModelPackageGroupResponse response = proxyClient.injectCredentialsAndInvokeV2(Translator.translateToReadRequest(model), proxyClient.client()::describeModelPackageGroup); final ModelPackageGroupStatus modelPackageGroupStatus = response.modelPackageGroupStatus(); switch (modelPackageGroupStatus) { case DELETING: logger.log(String.format("%s with name [%s] is stabilizing while delete.", ResourceModel.TYPE_NAME, model.getModelPackageGroupName())); return false; default: throw new CfnGeneralServiceException("Delete stabilizing of model package group: " + model.getModelPackageGroupName()); } } catch (final ResourceNotFoundException e) { return true; } catch (final SageMakerException e) { if (StringUtils.isNotBlank(e.getMessage()) && e.getMessage().matches(".*ModelPackageGroup .* does not exist.*")) { return true; } throw e; } } }