// Code generated by smithy-go-codegen DO NOT EDIT. package sagemaker import ( "context" "errors" "fmt" awsmiddleware "github.com/aws/aws-sdk-go-v2/aws/middleware" "github.com/aws/aws-sdk-go-v2/aws/signer/v4" "github.com/aws/aws-sdk-go-v2/service/sagemaker/types" smithy "github.com/aws/smithy-go" "github.com/aws/smithy-go/middleware" smithytime "github.com/aws/smithy-go/time" smithyhttp "github.com/aws/smithy-go/transport/http" smithywaiter "github.com/aws/smithy-go/waiter" "github.com/jmespath/go-jmespath" "time" ) // Returns information about a transform job. func (c *Client) DescribeTransformJob(ctx context.Context, params *DescribeTransformJobInput, optFns ...func(*Options)) (*DescribeTransformJobOutput, error) { if params == nil { params = &DescribeTransformJobInput{} } result, metadata, err := c.invokeOperation(ctx, "DescribeTransformJob", params, optFns, c.addOperationDescribeTransformJobMiddlewares) if err != nil { return nil, err } out := result.(*DescribeTransformJobOutput) out.ResultMetadata = metadata return out, nil } type DescribeTransformJobInput struct { // The name of the transform job that you want to view details of. // // This member is required. TransformJobName *string noSmithyDocumentSerde } type DescribeTransformJobOutput struct { // A timestamp that shows when the transform Job was created. // // This member is required. CreationTime *time.Time // The name of the model used in the transform job. // // This member is required. ModelName *string // Describes the dataset to be transformed and the Amazon S3 location where it is // stored. // // This member is required. TransformInput *types.TransformInput // The Amazon Resource Name (ARN) of the transform job. // // This member is required. TransformJobArn *string // The name of the transform job. // // This member is required. TransformJobName *string // The status of the transform job. If the transform job failed, the reason is // returned in the FailureReason field. // // This member is required. TransformJobStatus types.TransformJobStatus // Describes the resources, including ML instance types and ML instance count, to // use for the transform job. // // This member is required. TransformResources *types.TransformResources // The Amazon Resource Name (ARN) of the AutoML transform job. AutoMLJobArn *string // Specifies the number of records to include in a mini-batch for an HTTP // inference request. A record is a single unit of input data that inference can be // made on. For example, a single line in a CSV file is a record. To enable the // batch strategy, you must set SplitType to Line , RecordIO , or TFRecord . BatchStrategy types.BatchStrategy // Configuration to control how SageMaker captures inference data. DataCaptureConfig *types.BatchDataCaptureConfig // The data structure used to specify the data to be used for inference in a batch // transform job and to associate the data that is relevant to the prediction // results in the output. The input filter provided allows you to exclude input // data that is not needed for inference in a batch transform job. The output // filter provided allows you to include input data relevant to interpreting the // predictions in the output from the job. For more information, see Associate // Prediction Results with their Corresponding Input Records (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform-data-processing.html) // . DataProcessing *types.DataProcessing // The environment variables to set in the Docker container. We support up to 16 // key and values entries in the map. Environment map[string]string // Associates a SageMaker job as a trial component with an experiment and trial. // Specified when you call the following APIs: // - CreateProcessingJob (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateProcessingJob.html) // - CreateTrainingJob (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateTrainingJob.html) // - CreateTransformJob (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateTransformJob.html) ExperimentConfig *types.ExperimentConfig // If the transform job failed, FailureReason describes why it failed. A transform // job creates a log file, which includes error messages, and stores it as an // Amazon S3 object. For more information, see Log Amazon SageMaker Events with // Amazon CloudWatch (https://docs.aws.amazon.com/sagemaker/latest/dg/logging-cloudwatch.html) // . FailureReason *string // The Amazon Resource Name (ARN) of the Amazon SageMaker Ground Truth labeling // job that created the transform or training job. LabelingJobArn *string // The maximum number of parallel requests on each instance node that can be // launched in a transform job. The default value is 1. MaxConcurrentTransforms *int32 // The maximum payload size, in MB, used in the transform job. MaxPayloadInMB *int32 // The timeout and maximum number of retries for processing a transform job // invocation. ModelClientConfig *types.ModelClientConfig // Indicates when the transform job has been completed, or has stopped or failed. // You are billed for the time interval between this time and the value of // TransformStartTime . TransformEndTime *time.Time // Identifies the Amazon S3 location where you want Amazon SageMaker to save the // results from the transform job. TransformOutput *types.TransformOutput // Indicates when the transform job starts on ML instances. You are billed for the // time interval between this time and the value of TransformEndTime . TransformStartTime *time.Time // Metadata pertaining to the operation's result. ResultMetadata middleware.Metadata noSmithyDocumentSerde } func (c *Client) addOperationDescribeTransformJobMiddlewares(stack *middleware.Stack, options Options) (err error) { err = stack.Serialize.Add(&awsAwsjson11_serializeOpDescribeTransformJob{}, middleware.After) if err != nil { return err } err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpDescribeTransformJob{}, middleware.After) if err != nil { return err } if err = addSetLoggerMiddleware(stack, options); err != nil { return err } if err = awsmiddleware.AddClientRequestIDMiddleware(stack); err != nil { return err } if err = smithyhttp.AddComputeContentLengthMiddleware(stack); err != nil { return err } if err = addResolveEndpointMiddleware(stack, options); err != nil { return err } if err = v4.AddComputePayloadSHA256Middleware(stack); err != nil { return err } if err = addRetryMiddlewares(stack, options); err != nil { return err } if err = addHTTPSignerV4Middleware(stack, options); err != nil { return err } if err = awsmiddleware.AddRawResponseToMetadata(stack); err != nil { return err } if err = awsmiddleware.AddRecordResponseTiming(stack); err != nil { return err } if err = addClientUserAgent(stack, options); err != nil { return err } if err = smithyhttp.AddErrorCloseResponseBodyMiddleware(stack); err != nil { return err } if err = smithyhttp.AddCloseResponseBodyMiddleware(stack); err != nil { return err } if err = addOpDescribeTransformJobValidationMiddleware(stack); err != nil { return err } if err = stack.Initialize.Add(newServiceMetadataMiddleware_opDescribeTransformJob(options.Region), middleware.Before); err != nil { return err } if err = awsmiddleware.AddRecursionDetection(stack); err != nil { return err } if err = addRequestIDRetrieverMiddleware(stack); err != nil { return err } if err = addResponseErrorMiddleware(stack); err != nil { return err } if err = addRequestResponseLogging(stack, options); err != nil { return err } return nil } // DescribeTransformJobAPIClient is a client that implements the // DescribeTransformJob operation. type DescribeTransformJobAPIClient interface { DescribeTransformJob(context.Context, *DescribeTransformJobInput, ...func(*Options)) (*DescribeTransformJobOutput, error) } var _ DescribeTransformJobAPIClient = (*Client)(nil) // TransformJobCompletedOrStoppedWaiterOptions are waiter options for // TransformJobCompletedOrStoppedWaiter type TransformJobCompletedOrStoppedWaiterOptions struct { // Set of options to modify how an operation is invoked. These apply to all // operations invoked for this client. Use functional options on operation call to // modify this list for per operation behavior. APIOptions []func(*middleware.Stack) error // MinDelay is the minimum amount of time to delay between retries. If unset, // TransformJobCompletedOrStoppedWaiter will use default minimum delay of 60 // seconds. Note that MinDelay must resolve to a value lesser than or equal to the // MaxDelay. MinDelay time.Duration // MaxDelay is the maximum amount of time to delay between retries. If unset or // set to zero, TransformJobCompletedOrStoppedWaiter will use default max delay of // 120 seconds. Note that MaxDelay must resolve to value greater than or equal to // the MinDelay. MaxDelay time.Duration // LogWaitAttempts is used to enable logging for waiter retry attempts LogWaitAttempts bool // Retryable is function that can be used to override the service defined // waiter-behavior based on operation output, or returned error. This function is // used by the waiter to decide if a state is retryable or a terminal state. By // default service-modeled logic will populate this option. This option can thus be // used to define a custom waiter state with fall-back to service-modeled waiter // state mutators.The function returns an error in case of a failure state. In case // of retry state, this function returns a bool value of true and nil error, while // in case of success it returns a bool value of false and nil error. Retryable func(context.Context, *DescribeTransformJobInput, *DescribeTransformJobOutput, error) (bool, error) } // TransformJobCompletedOrStoppedWaiter defines the waiters for // TransformJobCompletedOrStopped type TransformJobCompletedOrStoppedWaiter struct { client DescribeTransformJobAPIClient options TransformJobCompletedOrStoppedWaiterOptions } // NewTransformJobCompletedOrStoppedWaiter constructs a // TransformJobCompletedOrStoppedWaiter. func NewTransformJobCompletedOrStoppedWaiter(client DescribeTransformJobAPIClient, optFns ...func(*TransformJobCompletedOrStoppedWaiterOptions)) *TransformJobCompletedOrStoppedWaiter { options := TransformJobCompletedOrStoppedWaiterOptions{} options.MinDelay = 60 * time.Second options.MaxDelay = 120 * time.Second options.Retryable = transformJobCompletedOrStoppedStateRetryable for _, fn := range optFns { fn(&options) } return &TransformJobCompletedOrStoppedWaiter{ client: client, options: options, } } // Wait calls the waiter function for TransformJobCompletedOrStopped waiter. The // maxWaitDur is the maximum wait duration the waiter will wait. The maxWaitDur is // required and must be greater than zero. func (w *TransformJobCompletedOrStoppedWaiter) Wait(ctx context.Context, params *DescribeTransformJobInput, maxWaitDur time.Duration, optFns ...func(*TransformJobCompletedOrStoppedWaiterOptions)) error { _, err := w.WaitForOutput(ctx, params, maxWaitDur, optFns...) return err } // WaitForOutput calls the waiter function for TransformJobCompletedOrStopped // waiter and returns the output of the successful operation. The maxWaitDur is the // maximum wait duration the waiter will wait. The maxWaitDur is required and must // be greater than zero. func (w *TransformJobCompletedOrStoppedWaiter) WaitForOutput(ctx context.Context, params *DescribeTransformJobInput, maxWaitDur time.Duration, optFns ...func(*TransformJobCompletedOrStoppedWaiterOptions)) (*DescribeTransformJobOutput, error) { if maxWaitDur <= 0 { return nil, fmt.Errorf("maximum wait time for waiter must be greater than zero") } options := w.options for _, fn := range optFns { fn(&options) } if options.MaxDelay <= 0 { options.MaxDelay = 120 * time.Second } if options.MinDelay > options.MaxDelay { return nil, fmt.Errorf("minimum waiter delay %v must be lesser than or equal to maximum waiter delay of %v.", options.MinDelay, options.MaxDelay) } ctx, cancelFn := context.WithTimeout(ctx, maxWaitDur) defer cancelFn() logger := smithywaiter.Logger{} remainingTime := maxWaitDur var attempt int64 for { attempt++ apiOptions := options.APIOptions start := time.Now() if options.LogWaitAttempts { logger.Attempt = attempt apiOptions = append([]func(*middleware.Stack) error{}, options.APIOptions...) apiOptions = append(apiOptions, logger.AddLogger) } out, err := w.client.DescribeTransformJob(ctx, params, func(o *Options) { o.APIOptions = append(o.APIOptions, apiOptions...) }) retryable, err := options.Retryable(ctx, params, out, err) if err != nil { return nil, err } if !retryable { return out, nil } remainingTime -= time.Since(start) if remainingTime < options.MinDelay || remainingTime <= 0 { break } // compute exponential backoff between waiter retries delay, err := smithywaiter.ComputeDelay( attempt, options.MinDelay, options.MaxDelay, remainingTime, ) if err != nil { return nil, fmt.Errorf("error computing waiter delay, %w", err) } remainingTime -= delay // sleep for the delay amount before invoking a request if err := smithytime.SleepWithContext(ctx, delay); err != nil { return nil, fmt.Errorf("request cancelled while waiting, %w", err) } } return nil, fmt.Errorf("exceeded max wait time for TransformJobCompletedOrStopped waiter") } func transformJobCompletedOrStoppedStateRetryable(ctx context.Context, input *DescribeTransformJobInput, output *DescribeTransformJobOutput, err error) (bool, error) { if err == nil { pathValue, err := jmespath.Search("TransformJobStatus", output) if err != nil { return false, fmt.Errorf("error evaluating waiter state: %w", err) } expectedValue := "Completed" value, ok := pathValue.(types.TransformJobStatus) if !ok { return false, fmt.Errorf("waiter comparator expected types.TransformJobStatus value, got %T", pathValue) } if string(value) == expectedValue { return false, nil } } if err == nil { pathValue, err := jmespath.Search("TransformJobStatus", output) if err != nil { return false, fmt.Errorf("error evaluating waiter state: %w", err) } expectedValue := "Stopped" value, ok := pathValue.(types.TransformJobStatus) if !ok { return false, fmt.Errorf("waiter comparator expected types.TransformJobStatus value, got %T", pathValue) } if string(value) == expectedValue { return false, nil } } if err == nil { pathValue, err := jmespath.Search("TransformJobStatus", output) if err != nil { return false, fmt.Errorf("error evaluating waiter state: %w", err) } expectedValue := "Failed" value, ok := pathValue.(types.TransformJobStatus) if !ok { return false, fmt.Errorf("waiter comparator expected types.TransformJobStatus value, got %T", pathValue) } if string(value) == expectedValue { return false, fmt.Errorf("waiter state transitioned to Failure") } } if err != nil { var apiErr smithy.APIError ok := errors.As(err, &apiErr) if !ok { return false, fmt.Errorf("expected err to be of type smithy.APIError, got %w", err) } if "ValidationException" == apiErr.ErrorCode() { return false, fmt.Errorf("waiter state transitioned to Failure") } } return true, nil } func newServiceMetadataMiddleware_opDescribeTransformJob(region string) *awsmiddleware.RegisterServiceMetadata { return &awsmiddleware.RegisterServiceMetadata{ Region: region, ServiceID: ServiceID, SigningName: "sagemaker", OperationName: "DescribeTransformJob", } }