pulumi-aws-native-kotlin/com.pulumi.awsnative.sagemaker.kotlin.outputs/ModelBiasJobDefinitionBatchTransformInput

ModelBiasJobDefinitionBatchTransformInput

data class ModelBiasJobDefinitionBatchTransformInput(val dataCapturedDestinationS3Uri: String, val datasetFormat: ModelBiasJobDefinitionDatasetFormat, val endTimeOffset: String? = null, val featuresAttribute: String? = null, val inferenceAttribute: String? = null, val localPath: String, val probabilityAttribute: String? = null, val probabilityThresholdAttribute: Double? = null, val s3DataDistributionType: ModelBiasJobDefinitionBatchTransformInputS3DataDistributionType? = null, val s3InputMode: ModelBiasJobDefinitionBatchTransformInputS3InputMode? = null, val startTimeOffset: String? = null)

The batch transform input for a monitoring job.

Constructors

fun ModelBiasJobDefinitionBatchTransformInput(dataCapturedDestinationS3Uri: String, datasetFormat: ModelBiasJobDefinitionDatasetFormat, endTimeOffset: String? = null, featuresAttribute: String? = null, inferenceAttribute: String? = null, localPath: String, probabilityAttribute: String? = null, probabilityThresholdAttribute: Double? = null, s3DataDistributionType: ModelBiasJobDefinitionBatchTransformInputS3DataDistributionType? = null, s3InputMode: ModelBiasJobDefinitionBatchTransformInputS3InputMode? = null, startTimeOffset: String? = null)

Types

Link copied to clipboard
object Companion

Properties

Link copied to clipboard
val dataCapturedDestinationS3Uri: String

A URI that identifies the Amazon S3 storage location where Batch Transform Job captures data.

Link copied to clipboard
Link copied to clipboard
val endTimeOffset: String? = null

Monitoring end time offset, e.g. PT0H

Link copied to clipboard
val featuresAttribute: String? = null

JSONpath to locate features in JSONlines dataset

Link copied to clipboard
val inferenceAttribute: String? = null

Index or JSONpath to locate predicted label(s)

Link copied to clipboard
val localPath: String

Path to the filesystem where the endpoint data is available to the container.

Link copied to clipboard
val probabilityAttribute: String? = null

Index or JSONpath to locate probabilities

Link copied to clipboard
Link copied to clipboard
val s3DataDistributionType: ModelBiasJobDefinitionBatchTransformInputS3DataDistributionType? = null

Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key. Defauts to FullyReplicated

Link copied to clipboard
val s3InputMode: ModelBiasJobDefinitionBatchTransformInputS3InputMode? = null

Whether the Pipe or File is used as the input mode for transfering data for the monitoring job. Pipe mode is recommended for large datasets. File mode is useful for small files that fit in memory. Defaults to File.

Link copied to clipboard
val startTimeOffset: String? = null

Monitoring start time offset, e.g. -PT1H