sagemaker/aws.sdk.kotlin.services.sagemaker.model/DescribeTransformJobResponse/Builder

Builder

Properties

The Amazon Resource Name (ARN) of the AutoML transform job.

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.

creationTime

var creationTime: Instant?

A timestamp that shows when the transform Job was created.

dataCaptureConfig

var dataCaptureConfig: BatchDataCaptureConfig?

Configuration to control how SageMaker captures inference data.

dataProcessing

var dataProcessing: DataProcessing?

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.

environment

var environment: Map<String, String>?

The environment variables to set in the Docker container. We support up to 16 key and values entries in the map.

experimentConfig

var experimentConfig: ExperimentConfig?

Associates a SageMaker job as a trial component with an experiment and trial. Specified when you call the following APIs:

failureReason

var failureReason: String?

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.

labelingJobArn

var labelingJobArn: String?

The Amazon Resource Name (ARN) of the Amazon SageMaker Ground Truth labeling job that created the transform or training job.

maxConcurrentTransforms

var maxConcurrentTransforms: Int?

The maximum number of parallel requests on each instance node that can be launched in a transform job. The default value is 1.

maxPayloadInMb

var maxPayloadInMb: Int?

The maximum payload size, in MB, used in the transform job.

modelClientConfig

var modelClientConfig: ModelClientConfig?

The timeout and maximum number of retries for processing a transform job invocation.

modelName

var modelName: String?

The name of the model used in the transform job.

transformEndTime

var transformEndTime: Instant?

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.

transformInput

var transformInput: TransformInput?

Describes the dataset to be transformed and the Amazon S3 location where it is stored.

transformJobArn

var transformJobArn: String?

The Amazon Resource Name (ARN) of the transform job.

transformJobName

var transformJobName: String?

The name of the transform job.

transformJobStatus

var transformJobStatus: TransformJobStatus?

The status of the transform job. If the transform job failed, the reason is returned in the FailureReason field.