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

Builder

class Builder

Properties

attributeNames

var attributeNames: List<String>?

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

hubAccessConfig

var hubAccessConfig: HubAccessConfig?

The configuration for a private hub model reference that points to a SageMaker JumpStart public hub model.

instanceGroupNames

var instanceGroupNames: List<String>?

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

modelAccessConfig

var modelAccessConfig: ModelAccessConfig?

The access configuration file to control access to the ML model. You can explicitly accept the model end-user license agreement (EULA) within the ModelAccessConfig.

s3DataDistributionType

var s3DataDistributionType: S3DataDistribution?

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

s3DataType

var 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.

s3Uri

var s3Uri: String?

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

Functions

hubAccessConfig

fun hubAccessConfig(block: HubAccessConfig.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.HubAccessConfig inside the given block

modelAccessConfig

fun modelAccessConfig(block: ModelAccessConfig.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.ModelAccessConfig inside the given block