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

Builder

Properties

var acceleratorType: ProductionVariantAcceleratorType?

The size of the Elastic Inference (EI) instance to use for the production variant. EI instances provide on-demand GPU computing for inference. For more information, see Using Elastic Inference in Amazon SageMaker.

containerStartupHealthCheckTimeoutInSeconds

var containerStartupHealthCheckTimeoutInSeconds: Int?

The timeout value, in seconds, for your inference container to pass health check by SageMaker Hosting. For more information about health check, see How Your Container Should Respond to Health Check (Ping) Requests.

coreDumpConfig

var coreDumpConfig: ProductionVariantCoreDumpConfig?

Specifies configuration for a core dump from the model container when the process crashes.

enableSsmAccess

var enableSsmAccess: Boolean?

You can use this parameter to turn on native Amazon Web Services Systems Manager (SSM) access for a production variant behind an endpoint. By default, SSM access is disabled for all production variants behind an endpoint. You can turn on or turn off SSM access for a production variant behind an existing endpoint by creating a new endpoint configuration and calling UpdateEndpoint.

initialInstanceCount

var initialInstanceCount: Int?

Number of instances to launch initially.

initialVariantWeight

var initialVariantWeight: Float?

Determines initial traffic distribution among all of the models that you specify in the endpoint configuration. The traffic to a production variant is determined by the ratio of the VariantWeight to the sum of all VariantWeight values across all ProductionVariants. If unspecified, it defaults to 1.0.

instanceType

var instanceType: ProductionVariantInstanceType?

The ML compute instance type.

managedInstanceScaling

var managedInstanceScaling: ProductionVariantManagedInstanceScaling?

Settings that control the range in the number of instances that the endpoint provisions as it scales up or down to accommodate traffic.

modelDataDownloadTimeoutInSeconds

var modelDataDownloadTimeoutInSeconds: Int?

The timeout value, in seconds, to download and extract the model that you want to host from Amazon S3 to the individual inference instance associated with this production variant.

modelName

var modelName: String?

The name of the model that you want to host. This is the name that you specified when creating the model.

routingConfig

var routingConfig: ProductionVariantRoutingConfig?

Settings that control how the endpoint routes incoming traffic to the instances that the endpoint hosts.

serverlessConfig

var serverlessConfig: ProductionVariantServerlessConfig?

The serverless configuration for an endpoint. Specifies a serverless endpoint configuration instead of an instance-based endpoint configuration.

variantName

var variantName: String?

The name of the production variant.

volumeSizeInGb

var volumeSizeInGb: Int?

The size, in GB, of the ML storage volume attached to individual inference instance associated with the production variant. Currently only Amazon EBS gp2 storage volumes are supported.

Functions

coreDumpConfig

fun coreDumpConfig(block: ProductionVariantCoreDumpConfig.Builder.() -> Unit)

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

managedInstanceScaling

fun managedInstanceScaling(block: ProductionVariantManagedInstanceScaling.Builder.() -> Unit)

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

routingConfig

fun routingConfig(block: ProductionVariantRoutingConfig.Builder.() -> Unit)

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

serverlessConfig

fun serverlessConfig(block: ProductionVariantServerlessConfig.Builder.() -> Unit)

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