Package software.amazon.awscdk.services.sagemaker

Interface CfnModelBiasJobDefinition.ClusterConfigProperty

All Superinterfaces:

software.amazon.jsii.JsiiSerializable

All Known Implementing Classes:

CfnModelBiasJobDefinition.ClusterConfigProperty.Jsii$Proxy

Enclosing class:

CfnModelBiasJobDefinition

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

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();
 

See Also:

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

Nested Class Summary

Nested Classes

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

Method Summary

Modifier and Type	Method	Description
static CfnModelBiasJobDefinition.ClusterConfigProperty.Builder	builder()
Number	getInstanceCount()	The number of ML compute instances to use in the model monitoring job.
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.
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)
@NotNull
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-modelbiasjobdefinition-clusterconfig.html#cfn-sagemaker-modelbiasjobdefinition-clusterconfig-instancecount

getInstanceType

@Stability(Stable)
@NotNull
String getInstanceType()

The ML compute instance type for the processing job.

See Also:

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

getVolumeSizeInGb

@Stability(Stable)
@NotNull
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-modelbiasjobdefinition-clusterconfig.html#cfn-sagemaker-modelbiasjobdefinition-clusterconfig-volumesizeingb

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-modelbiasjobdefinition-clusterconfig.html#cfn-sagemaker-modelbiasjobdefinition-clusterconfig-volumekmskeyid

builder

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

Returns:

a CfnModelBiasJobDefinition.ClusterConfigProperty.Builder of CfnModelBiasJobDefinition.ClusterConfigProperty