sagemaker/aws.sdk.kotlin.services.sagemaker.model/DatasetDefinition

DatasetDefinition

Configuration for Dataset Definition inputs. The Dataset Definition input must specify exactly one of either AthenaDatasetDefinition or RedshiftDatasetDefinition types.

Types

Builder

class Builder

Companion

object Companion

Properties

athenaDatasetDefinition

val athenaDatasetDefinition: AthenaDatasetDefinition?

Configuration for Athena Dataset Definition input.

dataDistributionType

val dataDistributionType: DataDistributionType?

Whether the generated dataset is FullyReplicated or ShardedByS3Key (default).

inputMode

val inputMode: InputMode?

Whether to use File or Pipe input mode. In File (default) mode, Amazon SageMaker copies the data from the input source onto the local Amazon Elastic Block Store (Amazon EBS) volumes before starting your training algorithm. This is the most commonly used input mode. In Pipe mode, Amazon SageMaker streams input data from the source directly to your algorithm without using the EBS volume.

localPath

val localPath: String?

The local path where you want Amazon SageMaker to download the Dataset Definition inputs to run a processing job. LocalPath is an absolute path to the input data. This is a required parameter when AppManaged is False (default).

redshiftDatasetDefinition

val redshiftDatasetDefinition: RedshiftDatasetDefinition?

Configuration for Redshift Dataset Definition input.

Functions

copy

inline fun copy(block: DatasetDefinition.Builder.() -> Unit = {}): DatasetDefinition

equals

open operator override fun equals(other: Any?): Boolean

hashCode

open override fun hashCode(): Int

toString

open override fun toString(): String