software.amazon.awscdk.services.sagemaker

Interface CfnModelBiasJobDefinition.ClusterConfigProperty

All Known Implementing Classes:

CfnModelBiasJobDefinition.ClusterConfigProperty.Jsii$Proxy

Enclosing class:

CfnModelBiasJobDefinition

public static interface CfnModelBiasJobDefinition.ClusterConfigProperty

The configuration for the cluster resources used to run the processing job.

Example:

 // The code below shows an example of how to instantiate this type.
 // The values are placeholders you should change.
 import software.amazon.awscdk.services.sagemaker.*;
 ClusterConfigProperty clusterConfigProperty = ClusterConfigProperty.builder()
         .instanceCount(123)
         .instanceType("instanceType")
         .volumeSizeInGb(123)
         // the properties below are optional
         .volumeKmsKeyId("volumeKmsKeyId")
         .build();
 

Nested Class Summary

Nested Classes

Modifier and Type	Interface and Description
static class	CfnModelBiasJobDefinition.ClusterConfigProperty.Builder A builder for CfnModelBiasJobDefinition.ClusterConfigProperty
static class	CfnModelBiasJobDefinition.ClusterConfigProperty.Jsii$Proxy An implementation for CfnModelBiasJobDefinition.ClusterConfigProperty

Method Summary

Modifier and Type	Method and Description
static CfnModelBiasJobDefinition.ClusterConfigProperty.Builder	builder()
java.lang.Number	getInstanceCount() The number of ML compute instances to use in the model monitoring job.
java.lang.String	getInstanceType() The ML compute instance type for the processing job.
default java.lang.String	getVolumeKmsKeyId() 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.
java.lang.Number	getVolumeSizeInGb() The size of the ML storage volume, in gigabytes, that you want to provision.

Method Detail

getInstanceCount

java.lang.Number getInstanceCount()

The number of ML compute instances to use in the model monitoring job.

For distributed processing jobs, specify a value greater than 1. The default value is 1.

getInstanceType

java.lang.String getInstanceType()

The ML compute instance type for the processing job.

getVolumeSizeInGb

java.lang.Number getVolumeSizeInGb()

The size of the ML storage volume, in gigabytes, that you want to provision.

You must specify sufficient ML storage for your scenario.

getVolumeKmsKeyId

default java.lang.String getVolumeKmsKeyId()

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.

builder

static CfnModelBiasJobDefinition.ClusterConfigProperty.Builder builder()

Returns:

a CfnModelBiasJobDefinition.ClusterConfigProperty.Builder of CfnModelBiasJobDefinition.ClusterConfigProperty