Package software.amazon.awscdk.services.sagemaker

Class CfnEndpointConfig.InstancePoolProperty.Builder

java.lang.Object

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

All Implemented Interfaces:

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

Enclosing interface:

CfnEndpointConfig.InstancePoolProperty

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

A builder for CfnEndpointConfig.InstancePoolProperty

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
CfnEndpointConfig.InstancePoolProperty	build()	Builds the configured instance.
CfnEndpointConfig.InstancePoolProperty.Builder	instanceType(String instanceType)	Sets the value of CfnEndpointConfig.InstancePoolProperty.getInstanceType()
CfnEndpointConfig.InstancePoolProperty.Builder	modelNameOverride(String modelNameOverride)	Sets the value of CfnEndpointConfig.InstancePoolProperty.getModelNameOverride()
CfnEndpointConfig.InstancePoolProperty.Builder	priority(Number priority)	Sets the value of CfnEndpointConfig.InstancePoolProperty.getPriority()

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

instanceType

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

Sets the value of CfnEndpointConfig.InstancePoolProperty.getInstanceType()

Parameters:

instanceType - The ML compute instance type for the instance pool. This parameter is required.

Returns:

this

priority

@Stability(Stable)
public CfnEndpointConfig.InstancePoolProperty.Builder priority(Number priority)

Sets the value of CfnEndpointConfig.InstancePoolProperty.getPriority()

Parameters:

priority - The priority for the instance pool. This parameter is required. SageMaker attempts to provision instances in order of priority, starting with the lowest value. If instances for a higher-priority pool are unavailable, SageMaker attempts to provision from the next pool. Valid values: 1 to 5, where 1 is the highest priority.

Returns:

this

modelNameOverride

@Stability(Stable)
public CfnEndpointConfig.InstancePoolProperty.Builder modelNameOverride(String modelNameOverride)

Sets the value of CfnEndpointConfig.InstancePoolProperty.getModelNameOverride()

Parameters:

modelNameOverride - The name of a SageMaker model to use for this instance pool instead of the model specified for the production variant. Use this to deploy a different model optimized for the instance type in this pool.

Returns:

this

build

@Stability(Stable)
public CfnEndpointConfig.InstancePoolProperty build()

Builds the configured instance.

Specified by:

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

Returns:

a new instance of CfnEndpointConfig.InstancePoolProperty

Throws:

NullPointerException - if any required attribute was not provided