Package software.amazon.awscdk.cfnpropertymixins.services.sagemaker

Class CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder

java.lang.Object

software.amazon.awscdk.cfnpropertymixins.services.sagemaker.CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnEndpointConfigPropsMixin.ProductionVariantProperty>

Enclosing interface:

CfnEndpointConfigPropsMixin.ProductionVariantProperty

@Stability(Stable)
public static final class CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder
extends Object
implements software.amazon.jsii.Builder<CfnEndpointConfigPropsMixin.ProductionVariantProperty>

A builder for CfnEndpointConfigPropsMixin.ProductionVariantProperty

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder	acceleratorType(String acceleratorType)	Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getAcceleratorType()
CfnEndpointConfigPropsMixin.ProductionVariantProperty	build()	Builds the configured instance.
CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder	capacityReservationConfig(CfnEndpointConfigPropsMixin.CapacityReservationConfigProperty capacityReservationConfig)	Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getCapacityReservationConfig()
CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder	capacityReservationConfig(IResolvable capacityReservationConfig)	Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getCapacityReservationConfig()
CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder	containerStartupHealthCheckTimeoutInSeconds(Number containerStartupHealthCheckTimeoutInSeconds)	Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getContainerStartupHealthCheckTimeoutInSeconds()
CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder	enableSsmAccess(Boolean enableSsmAccess)	Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getEnableSsmAccess()
CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder	enableSsmAccess(IResolvable enableSsmAccess)	Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getEnableSsmAccess()
CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder	inferenceAmiVersion(String inferenceAmiVersion)	Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getInferenceAmiVersion()
CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder	initialInstanceCount(Number initialInstanceCount)	Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getInitialInstanceCount()
CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder	initialVariantWeight(Number initialVariantWeight)	Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getInitialVariantWeight()
CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder	instanceType(String instanceType)	Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getInstanceType()
CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder	managedInstanceScaling(CfnEndpointConfigPropsMixin.ManagedInstanceScalingProperty managedInstanceScaling)	Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getManagedInstanceScaling()
CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder	managedInstanceScaling(IResolvable managedInstanceScaling)	Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getManagedInstanceScaling()
CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder	modelDataDownloadTimeoutInSeconds(Number modelDataDownloadTimeoutInSeconds)	Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getModelDataDownloadTimeoutInSeconds()
CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder	modelName(String modelName)	Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getModelName()
CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder	routingConfig(CfnEndpointConfigPropsMixin.RoutingConfigProperty routingConfig)	Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getRoutingConfig()
CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder	routingConfig(IResolvable routingConfig)	Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getRoutingConfig()
CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder	serverlessConfig(CfnEndpointConfigPropsMixin.ServerlessConfigProperty serverlessConfig)	Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getServerlessConfig()
CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder	serverlessConfig(IResolvable serverlessConfig)	Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getServerlessConfig()
CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder	variantName(String variantName)	Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getVariantName()
CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder	volumeSizeInGb(Number volumeSizeInGb)	Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getVolumeSizeInGb()

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details

Builder

public Builder()

Method Details

acceleratorType

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder acceleratorType(String acceleratorType)

Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getAcceleratorType()

Parameters:

acceleratorType - 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 . For more information, see Using Elastic Inference in Amazon SageMaker .

Returns:

this

capacityReservationConfig

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder capacityReservationConfig(IResolvable capacityReservationConfig)

Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getCapacityReservationConfig()

Parameters:

capacityReservationConfig - the value to be set.

Returns:

this

capacityReservationConfig

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder capacityReservationConfig(CfnEndpointConfigPropsMixin.CapacityReservationConfigProperty capacityReservationConfig)

Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getCapacityReservationConfig()

Parameters:

capacityReservationConfig - the value to be set.

Returns:

this

containerStartupHealthCheckTimeoutInSeconds

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder containerStartupHealthCheckTimeoutInSeconds(Number containerStartupHealthCheckTimeoutInSeconds)

Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getContainerStartupHealthCheckTimeoutInSeconds()

Parameters:

containerStartupHealthCheckTimeoutInSeconds - 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 .

Returns:

this

enableSsmAccess

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder enableSsmAccess(Boolean enableSsmAccess)

Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getEnableSsmAccess()

Parameters:

enableSsmAccess - You can use this parameter to turn on native AWS 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 .

Returns:

this

enableSsmAccess

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder enableSsmAccess(IResolvable enableSsmAccess)

Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getEnableSsmAccess()

Parameters:

enableSsmAccess - You can use this parameter to turn on native AWS 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 .

Returns:

this

inferenceAmiVersion

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder inferenceAmiVersion(String inferenceAmiVersion)

Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getInferenceAmiVersion()

Parameters:

inferenceAmiVersion - the value to be set.

Returns:

this

initialInstanceCount

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder initialInstanceCount(Number initialInstanceCount)

Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getInitialInstanceCount()

Parameters:

initialInstanceCount - Number of instances to launch initially.

Returns:

this

initialVariantWeight

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder initialVariantWeight(Number initialVariantWeight)

Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getInitialVariantWeight()

Parameters:

initialVariantWeight - 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.

Returns:

this

instanceType

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder instanceType(String instanceType)

Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getInstanceType()

Parameters:

instanceType - The ML compute instance type.

Returns:

this

managedInstanceScaling

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder managedInstanceScaling(IResolvable managedInstanceScaling)

Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getManagedInstanceScaling()

Parameters:

managedInstanceScaling - the value to be set.

Returns:

this

managedInstanceScaling

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder managedInstanceScaling(CfnEndpointConfigPropsMixin.ManagedInstanceScalingProperty managedInstanceScaling)

Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getManagedInstanceScaling()

Parameters:

managedInstanceScaling - the value to be set.

Returns:

this

modelDataDownloadTimeoutInSeconds

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder modelDataDownloadTimeoutInSeconds(Number modelDataDownloadTimeoutInSeconds)

Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getModelDataDownloadTimeoutInSeconds()

Parameters:

modelDataDownloadTimeoutInSeconds - 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.

Returns:

this

modelName

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder modelName(String modelName)

Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getModelName()

Parameters:

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

Returns:

this

routingConfig

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder routingConfig(IResolvable routingConfig)

Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getRoutingConfig()

Parameters:

routingConfig - the value to be set.

Returns:

this

routingConfig

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder routingConfig(CfnEndpointConfigPropsMixin.RoutingConfigProperty routingConfig)

Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getRoutingConfig()

Parameters:

routingConfig - the value to be set.

Returns:

this

serverlessConfig

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder serverlessConfig(IResolvable serverlessConfig)

Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getServerlessConfig()

Parameters:

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

Returns:

this

serverlessConfig

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder serverlessConfig(CfnEndpointConfigPropsMixin.ServerlessConfigProperty serverlessConfig)

Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getServerlessConfig()

Parameters:

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

Returns:

this

variantName

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder variantName(String variantName)

Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getVariantName()

Parameters:

variantName - The name of the production variant.

Returns:

this

volumeSizeInGb

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ProductionVariantProperty.Builder volumeSizeInGb(Number volumeSizeInGb)

Sets the value of CfnEndpointConfigPropsMixin.ProductionVariantProperty.getVolumeSizeInGb()

Parameters:

volumeSizeInGb - 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.

Returns:

this

build

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ProductionVariantProperty build()

Builds the configured instance.

Specified by:

build in interface software.amazon.jsii.Builder<CfnEndpointConfigPropsMixin.ProductionVariantProperty>

Returns:

a new instance of CfnEndpointConfigPropsMixin.ProductionVariantProperty

Throws:

NullPointerException - if any required attribute was not provided