interface TransformResources

Language	Type name
.NET	Amazon.CDK.AWS.StepFunctions.Tasks.TransformResources
Go	github.com/aws/aws-cdk-go/awscdk/v2/awsstepfunctionstasks#TransformResources
Java	software.amazon.awscdk.services.stepfunctions.tasks.TransformResources
Python	aws_cdk.aws_stepfunctions_tasks.TransformResources
TypeScript (source)	aws-cdk-lib » aws_stepfunctions_tasks » TransformResources

ML compute instances for the transform job.

Example

new tasks.SageMakerCreateTransformJob(this, 'Batch Inference', {
  transformJobName: 'MyTransformJob',
  modelName: 'MyModelName',
  modelClientOptions: {
    invocationsMaxRetries: 3,  // default is 0
    invocationsTimeout: Duration.minutes(5),  // default is 60 seconds
  },
  transformInput: {
    transformDataSource: {
      s3DataSource: {
        s3Uri: 's3://inputbucket/train',
        s3DataType: tasks.S3DataType.S3_PREFIX,
      }
    }
  },
  transformOutput: {
    s3OutputPath: 's3://outputbucket/TransformJobOutputPath',
  },
  transformResources: {
    instanceCount: 1,
    instanceType: ec2.InstanceType.of(ec2.InstanceClass.M4, ec2.InstanceSize.XLARGE),
  }
});

Properties

Name	Type	Description
instanceCount	number	Number of ML compute instances to use in the transform job.
instanceType	InstanceType	ML compute instance type for the transform job.
volumeEncryptionKey?	IKey	AWS KMS key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s).

---

instanceCount

Type: number

Number of ML compute instances to use in the transform job.

---

instanceType

Type: InstanceType

ML compute instance type for the transform job.

---

volumeEncryptionKey?

Type: IKey (optional, default: None)

AWS KMS key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s).