software.amazon.awscdk.services.stepfunctions.tasks

Interface TransformResources

All Known Implementing Classes:

TransformResources.Jsii$Proxy

@Generated(value="jsii-pacmak/1.74.0 (build 6d08790)",
           date="2023-03-22T19:35:50.467Z")
public interface TransformResources

ML compute instances for the transform job.

Example:

 SageMakerCreateTransformJob.Builder.create(this, "Batch Inference")
         .transformJobName("MyTransformJob")
         .modelName("MyModelName")
         .modelClientOptions(ModelClientOptions.builder()
                 .invocationsMaxRetries(3) // default is 0
                 .invocationsTimeout(Duration.minutes(5))
                 .build())
         .transformInput(TransformInput.builder()
                 .transformDataSource(TransformDataSource.builder()
                         .s3DataSource(TransformS3DataSource.builder()
                                 .s3Uri("s3://inputbucket/train")
                                 .s3DataType(S3DataType.S3_PREFIX)
                                 .build())
                         .build())
                 .build())
         .transformOutput(TransformOutput.builder()
                 .s3OutputPath("s3://outputbucket/TransformJobOutputPath")
                 .build())
         .transformResources(TransformResources.builder()
                 .instanceCount(1)
                 .instanceType(InstanceType.of(InstanceClass.M4, InstanceSize.XLARGE))
                 .build())
         .build();
 

Nested Class Summary

Nested Classes

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

Method Summary

Modifier and Type	Method and Description
static TransformResources.Builder	builder()
java.lang.Number	getInstanceCount() Number of ML compute instances to use in the transform job.
InstanceType	getInstanceType() ML compute instance type for the transform job.
default IKey	getVolumeEncryptionKey() AWS KMS key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s).

Method Detail

getInstanceCount

java.lang.Number getInstanceCount()

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

getInstanceType

InstanceType getInstanceType()

ML compute instance type for the transform job.

getVolumeEncryptionKey

default IKey getVolumeEncryptionKey()

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

Default: - None

builder

static TransformResources.Builder builder()

Returns:

a TransformResources.Builder of TransformResources