sagemaker/aws.sdk.kotlin.services.sagemaker.model/S3DataSource

S3DataSource

class S3DataSource

Describes the S3 data source.

Your input bucket must be in the same Amazon Web Services region as your training job.

Types

object Companion

Properties

val attributeNames: List<String>?

A list of one or more attribute names to use that are found in a specified augmented manifest file.

instanceGroupNames

val instanceGroupNames: List<String>?

A list of names of instance groups that get data from the S3 data source.

s3DataDistributionType

val s3DataDistributionType: S3DataDistribution?

If you want SageMaker to replicate the entire dataset on each ML compute instance that is launched for model training, specify FullyReplicated.

val s3DataType: S3DataType?

If you choose S3Prefix, S3Uri identifies a key name prefix. SageMaker uses all objects that match the specified key name prefix for model training.

val s3Uri: String?

Depending on the value specified for the S3DataType, identifies either a key name prefix or a manifest. For example:

Functions

inline fun copy(block: S3DataSource.Builder.() -> Unit = {}): S3DataSource

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

open override fun hashCode(): Int

open override fun toString(): String