software.amazon.awscdk.services.stepfunctions.tasks

Interface TransformResources

All Superinterfaces:

software.amazon.jsii.JsiiSerializable

All Known Implementing Classes:

TransformResources.Jsii$Proxy

@Generated(value="jsii-pacmak/1.72.0 (build 4b8828b)",
           date="2022-12-27T20:28:49.517Z")
 @Stability(value=Stable)
public interface TransformResources
extends software.amazon.jsii.JsiiSerializable

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()
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).

Methods inherited from interface software.amazon.jsii.JsiiSerializable

$jsii$toJson

Method Detail

getInstanceCount

@Stability(value=Stable)
 @NotNull
Number getInstanceCount()

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

getInstanceType

@Stability(value=Stable)
 @NotNull
InstanceType getInstanceType()

ML compute instance type for the transform job.

getVolumeEncryptionKey

@Stability(value=Stable)
 @Nullable
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

@Stability(value=Stable)
static TransformResources.Builder builder()

Returns:

a TransformResources.Builder of TransformResources