interface ClusterConfigProperty

Language	Type name
.NET	Amazon.CDK.Mixins.Preview.AWS.SageMaker.Mixins.CfnDataQualityJobDefinitionPropsMixin.ClusterConfigProperty
Go	github.com/aws/aws-cdk-go/awscdkmixinspreview/v2/awssagemaker/mixins#CfnDataQualityJobDefinitionPropsMixin_ClusterConfigProperty
Java	software.amazon.awscdk.mixins.preview.services.sagemaker.mixins.CfnDataQualityJobDefinitionPropsMixin.ClusterConfigProperty
Python	aws_cdk.mixins_preview.aws_sagemaker.mixins.CfnDataQualityJobDefinitionPropsMixin.ClusterConfigProperty
TypeScript	@aws-cdk/mixins-preview » aws_sagemaker » mixins » CfnDataQualityJobDefinitionPropsMixin » ClusterConfigProperty

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

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-clusterconfig.html

Example

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import { mixins as sagemaker_mixins } from '@aws-cdk/mixins-preview/aws-sagemaker';
const clusterConfigProperty: sagemaker_mixins.CfnDataQualityJobDefinitionPropsMixin.ClusterConfigProperty = {
  instanceCount: 123,
  instanceType: 'instanceType',
  volumeKmsKeyId: 'volumeKmsKeyId',
  volumeSizeInGb: 123,
};

Properties

Name	Type	Description
instanceCount?	number	The number of ML compute instances to use in the model monitoring job.
instanceType?	string	The ML compute instance type for the processing job.
volumeKmsKeyId?	string	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.
volumeSizeInGb?	number	The size of the ML storage volume, in gigabytes, that you want to provision.

---

instanceCount?

Type: number (optional)

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-dataqualityjobdefinition-clusterconfig.html#cfn-sagemaker-dataqualityjobdefinition-clusterconfig-instancecount

---

instanceType?

Type: string (optional)

The ML compute instance type for the processing job.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-clusterconfig.html#cfn-sagemaker-dataqualityjobdefinition-clusterconfig-instancetype

---

volumeKmsKeyId?

Type: string (optional)

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

---

volumeSizeInGb?

Type: number (optional)

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-dataqualityjobdefinition-clusterconfig.html#cfn-sagemaker-dataqualityjobdefinition-clusterconfig-volumesizeingb