Package software.amazon.awscdk.cfnpropertymixins.services.sagemaker

Interface CfnMonitoringSchedulePropsMixin.ClusterConfigProperty

All Superinterfaces:

software.amazon.jsii.JsiiSerializable

All Known Implementing Classes:

CfnMonitoringSchedulePropsMixin.ClusterConfigProperty.Jsii$Proxy

Enclosing class:

CfnMonitoringSchedulePropsMixin

@Stability(Stable)
public static interface CfnMonitoringSchedulePropsMixin.ClusterConfigProperty
extends software.amazon.jsii.JsiiSerializable

Configuration for the cluster used to run model monitoring jobs.

Example:

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-clusterconfig.html

Nested Class Summary

Nested Classes

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

Method Summary

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

Methods inherited from interface software.amazon.jsii.JsiiSerializable

$jsii$toJson

Method Details

getInstanceCount

@Stability(Stable)
@Nullable
default 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.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-clusterconfig.html#cfn-sagemaker-monitoringschedule-clusterconfig-instancecount

getInstanceType

@Stability(Stable)
@Nullable
default String getInstanceType()

The ML compute instance type for the processing job.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-clusterconfig.html#cfn-sagemaker-monitoringschedule-clusterconfig-instancetype

getVolumeKmsKeyId

@Stability(Stable)
@Nullable
default 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.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-clusterconfig.html#cfn-sagemaker-monitoringschedule-clusterconfig-volumekmskeyid

getVolumeSizeInGb

@Stability(Stable)
@Nullable
default 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.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-clusterconfig.html#cfn-sagemaker-monitoringschedule-clusterconfig-volumesizeingb

builder

@Stability(Stable)
static CfnMonitoringSchedulePropsMixin.ClusterConfigProperty.Builder builder()

Returns:

a CfnMonitoringSchedulePropsMixin.ClusterConfigProperty.Builder of CfnMonitoringSchedulePropsMixin.ClusterConfigProperty