Package 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(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	Description
Builder()

Method Summary

Modifier and Type	Method	Description
CfnEndpointConfig.ProductionVariantProperty.Builder	acceleratorType(String acceleratorType)	Sets the value of CfnEndpointConfig.ProductionVariantProperty.getAcceleratorType()
CfnEndpointConfig.ProductionVariantProperty	build()	Builds the configured instance.
CfnEndpointConfig.ProductionVariantProperty.Builder	containerStartupHealthCheckTimeoutInSeconds(Number containerStartupHealthCheckTimeoutInSeconds)	Sets the value of CfnEndpointConfig.ProductionVariantProperty.getContainerStartupHealthCheckTimeoutInSeconds()
CfnEndpointConfig.ProductionVariantProperty.Builder	enableSsmAccess(Boolean enableSsmAccess)	Sets the value of CfnEndpointConfig.ProductionVariantProperty.getEnableSsmAccess()
CfnEndpointConfig.ProductionVariantProperty.Builder	enableSsmAccess(IResolvable enableSsmAccess)	Sets the value of CfnEndpointConfig.ProductionVariantProperty.getEnableSsmAccess()
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	modelDataDownloadTimeoutInSeconds(Number modelDataDownloadTimeoutInSeconds)	Sets the value of CfnEndpointConfig.ProductionVariantProperty.getModelDataDownloadTimeoutInSeconds()
CfnEndpointConfig.ProductionVariantProperty.Builder	modelName(String modelName)	Sets the value of CfnEndpointConfig.ProductionVariantProperty.getModelName()
CfnEndpointConfig.ProductionVariantProperty.Builder	serverlessConfig(IResolvable serverlessConfig)	Sets the value of CfnEndpointConfig.ProductionVariantProperty.getServerlessConfig()
CfnEndpointConfig.ProductionVariantProperty.Builder	serverlessConfig(CfnEndpointConfig.ServerlessConfigProperty serverlessConfig)	Sets the value of CfnEndpointConfig.ProductionVariantProperty.getServerlessConfig()
CfnEndpointConfig.ProductionVariantProperty.Builder	variantName(String variantName)	Sets the value of CfnEndpointConfig.ProductionVariantProperty.getVariantName()
CfnEndpointConfig.ProductionVariantProperty.Builder	volumeSizeInGb(Number volumeSizeInGb)	Sets the value of CfnEndpointConfig.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

initialVariantWeight

@Stability(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(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(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(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

containerStartupHealthCheckTimeoutInSeconds

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

Sets the value of CfnEndpointConfig.ProductionVariantProperty.getContainerStartupHealthCheckTimeoutInSeconds()

Parameters:

containerStartupHealthCheckTimeoutInSeconds - CfnEndpointConfig.ProductionVariantProperty.ContainerStartupHealthCheckTimeoutInSeconds.

Returns:

this

enableSsmAccess

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

Sets the value of CfnEndpointConfig.ProductionVariantProperty.getEnableSsmAccess()

Parameters:

enableSsmAccess - CfnEndpointConfig.ProductionVariantProperty.EnableSSMAccess.

Returns:

this

enableSsmAccess

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

Sets the value of CfnEndpointConfig.ProductionVariantProperty.getEnableSsmAccess()

Parameters:

enableSsmAccess - CfnEndpointConfig.ProductionVariantProperty.EnableSSMAccess.

Returns:

this

initialInstanceCount

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

Sets the value of CfnEndpointConfig.ProductionVariantProperty.getInstanceType()

Parameters:

instanceType - The ML compute instance type.

Returns:

this

modelDataDownloadTimeoutInSeconds

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

Sets the value of CfnEndpointConfig.ProductionVariantProperty.getModelDataDownloadTimeoutInSeconds()

Parameters:

modelDataDownloadTimeoutInSeconds - CfnEndpointConfig.ProductionVariantProperty.ModelDataDownloadTimeoutInSeconds.

Returns:

this

serverlessConfig

@Stability(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

serverlessConfig

@Stability(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

volumeSizeInGb

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

Sets the value of CfnEndpointConfig.ProductionVariantProperty.getVolumeSizeInGb()

Parameters:

volumeSizeInGb - CfnEndpointConfig.ProductionVariantProperty.VolumeSizeInGB.

Returns:

this

build

@Stability(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