Package 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/1.84.0 (build 5404dcf)",
           date="2023-06-19T16:30:48.250Z")
@Stability(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	Description
static final class	TransformResources.Builder	A builder for TransformResources
static final class	TransformResources.Jsii$Proxy	An implementation for TransformResources

Method Summary

Modifier and Type	Method	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 Details

getInstanceCount

@Stability(Stable)
@NotNull
Number getInstanceCount()

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

getInstanceType

@Stability(Stable)
@NotNull
InstanceType getInstanceType()

ML compute instance type for the transform job.

getVolumeEncryptionKey

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

Returns:

a TransformResources.Builder of TransformResources