software.amazon.awscdk.services.sagemaker

Class CfnMonitoringSchedule.ClusterConfigProperty.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.CfnMonitoringSchedule.ClusterConfigProperty.Builder

Enclosing interface:

CfnMonitoringSchedule.ClusterConfigProperty

public static final class CfnMonitoringSchedule.ClusterConfigProperty.Builder
extends java.lang.Object

A builder for CfnMonitoringSchedule.ClusterConfigProperty

Constructor Summary

Constructors

Constructor and Description
Builder()

Method Summary

Modifier and Type	Method and Description
CfnMonitoringSchedule.ClusterConfigProperty	build() Builds the configured instance.
CfnMonitoringSchedule.ClusterConfigProperty.Builder	instanceCount(java.lang.Number instanceCount) Sets the value of CfnMonitoringSchedule.ClusterConfigProperty.getInstanceCount()
CfnMonitoringSchedule.ClusterConfigProperty.Builder	instanceType(java.lang.String instanceType) Sets the value of CfnMonitoringSchedule.ClusterConfigProperty.getInstanceType()
CfnMonitoringSchedule.ClusterConfigProperty.Builder	volumeKmsKeyId(java.lang.String volumeKmsKeyId) Sets the value of CfnMonitoringSchedule.ClusterConfigProperty.getVolumeKmsKeyId()
CfnMonitoringSchedule.ClusterConfigProperty.Builder	volumeSizeInGb(java.lang.Number volumeSizeInGb) Sets the value of CfnMonitoringSchedule.ClusterConfigProperty.getVolumeSizeInGb()

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

instanceCount

public CfnMonitoringSchedule.ClusterConfigProperty.Builder instanceCount(java.lang.Number instanceCount)

Sets the value of CfnMonitoringSchedule.ClusterConfigProperty.getInstanceCount()

Parameters:

instanceCount - The number of ML compute instances to use in the model monitoring job. This parameter is required. For distributed processing jobs, specify a value greater than 1. The default value is 1.

Returns:

this

instanceType

public CfnMonitoringSchedule.ClusterConfigProperty.Builder instanceType(java.lang.String instanceType)

Sets the value of CfnMonitoringSchedule.ClusterConfigProperty.getInstanceType()

Parameters:

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

Returns:

this

volumeSizeInGb

public CfnMonitoringSchedule.ClusterConfigProperty.Builder volumeSizeInGb(java.lang.Number volumeSizeInGb)

Sets the value of CfnMonitoringSchedule.ClusterConfigProperty.getVolumeSizeInGb()

Parameters:

volumeSizeInGb - The size of the ML storage volume, in gigabytes, that you want to provision. This parameter is required. You must specify sufficient ML storage for your scenario.

Returns:

this

volumeKmsKeyId

public CfnMonitoringSchedule.ClusterConfigProperty.Builder volumeKmsKeyId(java.lang.String volumeKmsKeyId)

Sets the value of CfnMonitoringSchedule.ClusterConfigProperty.getVolumeKmsKeyId()

Parameters:

volumeKmsKeyId - The AWS Key Management Service ( AWS KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the model monitoring job.

Returns:

this

build

public CfnMonitoringSchedule.ClusterConfigProperty build()

Builds the configured instance.

Returns:

a new instance of CfnMonitoringSchedule.ClusterConfigProperty

Throws:

java.lang.NullPointerException - if any required attribute was not provided