software.amazon.awscdk.services.sagemaker

Class CfnEndpointConfig.ProductionVariantProperty.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.CfnEndpointConfig.ProductionVariantProperty.Builder

All Implemented Interfaces:

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

Enclosing interface:

CfnEndpointConfig.ProductionVariantProperty

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

A builder for CfnEndpointConfig.ProductionVariantProperty

Constructor Summary

Constructors

Constructor and Description
Builder()

Method Summary

Modifier and Type	Method and Description
CfnEndpointConfig.ProductionVariantProperty.Builder	acceleratorType(String acceleratorType) Sets the value of CfnEndpointConfig.ProductionVariantProperty.getAcceleratorType()
CfnEndpointConfig.ProductionVariantProperty	build() Builds the configured instance.
CfnEndpointConfig.ProductionVariantProperty.Builder	initialInstanceCount(Number initialInstanceCount) Sets the value of CfnEndpointConfig.ProductionVariantProperty.getInitialInstanceCount()
CfnEndpointConfig.ProductionVariantProperty.Builder	initialVariantWeight(Number initialVariantWeight) Sets the value of CfnEndpointConfig.ProductionVariantProperty.getInitialVariantWeight()
CfnEndpointConfig.ProductionVariantProperty.Builder	instanceType(String instanceType) Sets the value of CfnEndpointConfig.ProductionVariantProperty.getInstanceType()
CfnEndpointConfig.ProductionVariantProperty.Builder	modelName(String modelName) Sets the value of CfnEndpointConfig.ProductionVariantProperty.getModelName()
CfnEndpointConfig.ProductionVariantProperty.Builder	serverlessConfig(CfnEndpointConfig.ServerlessConfigProperty serverlessConfig) Sets the value of CfnEndpointConfig.ProductionVariantProperty.getServerlessConfig()
CfnEndpointConfig.ProductionVariantProperty.Builder	serverlessConfig(IResolvable serverlessConfig) Sets the value of CfnEndpointConfig.ProductionVariantProperty.getServerlessConfig()
CfnEndpointConfig.ProductionVariantProperty.Builder	variantName(String variantName) Sets the value of CfnEndpointConfig.ProductionVariantProperty.getVariantName()

Methods inherited from class java.lang.Object

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

Constructor Detail

Builder

public Builder()

Method Detail

initialVariantWeight

@Stability(value=Stable)
public CfnEndpointConfig.ProductionVariantProperty.Builder initialVariantWeight(Number initialVariantWeight)

Sets the value of CfnEndpointConfig.ProductionVariantProperty.getInitialVariantWeight()

Parameters:

initialVariantWeight - Determines initial traffic distribution among all of the models that you specify in the endpoint configuration. This parameter is required. 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

modelName

@Stability(value=Stable)
public CfnEndpointConfig.ProductionVariantProperty.Builder modelName(String modelName)

Sets the value of CfnEndpointConfig.ProductionVariantProperty.getModelName()

Parameters:

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

Returns:

this

variantName

@Stability(value=Stable)
public CfnEndpointConfig.ProductionVariantProperty.Builder variantName(String variantName)

Sets the value of CfnEndpointConfig.ProductionVariantProperty.getVariantName()

Parameters:

variantName - The name of the production variant. This parameter is required.

Returns:

this

acceleratorType

@Stability(value=Stable)
public CfnEndpointConfig.ProductionVariantProperty.Builder acceleratorType(String acceleratorType)

Sets the value of CfnEndpointConfig.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

initialInstanceCount

@Stability(value=Stable)
public CfnEndpointConfig.ProductionVariantProperty.Builder initialInstanceCount(Number initialInstanceCount)

Sets the value of CfnEndpointConfig.ProductionVariantProperty.getInitialInstanceCount()

Parameters:

initialInstanceCount - Number of instances to launch initially.

Returns:

this

instanceType

@Stability(value=Stable)
public CfnEndpointConfig.ProductionVariantProperty.Builder instanceType(String instanceType)

Sets the value of CfnEndpointConfig.ProductionVariantProperty.getInstanceType()

Parameters:

instanceType - The ML compute instance type.

Returns:

this

serverlessConfig

@Stability(value=Stable)
public CfnEndpointConfig.ProductionVariantProperty.Builder serverlessConfig(CfnEndpointConfig.ServerlessConfigProperty serverlessConfig)

Sets the value of CfnEndpointConfig.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(value=Stable)
public CfnEndpointConfig.ProductionVariantProperty.Builder serverlessConfig(IResolvable serverlessConfig)

Sets the value of CfnEndpointConfig.ProductionVariantProperty.getServerlessConfig()

Parameters:

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

Returns:

this

build

@Stability(value=Stable)
public CfnEndpointConfig.ProductionVariantProperty build()

Builds the configured instance.

Specified by:

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

Returns:

a new instance of CfnEndpointConfig.ProductionVariantProperty

Throws:

NullPointerException - if any required attribute was not provided