Package software.amazon.awscdk.services.stepfunctions.tasks

Interface TransformInput

All Superinterfaces:

software.amazon.jsii.JsiiSerializable

All Known Implementing Classes:

TransformInput.Jsii$Proxy

@Generated(value="jsii-pacmak/1.104.0 (build e79254c)",
           date="2024-11-06T23:25:17.837Z")
@Stability(Stable)
public interface TransformInput
extends software.amazon.jsii.JsiiSerializable

Dataset to be transformed and the Amazon S3 location where it is stored.

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	TransformInput.Builder	A builder for TransformInput
static final class	TransformInput.Jsii$Proxy	An implementation for TransformInput

Method Summary

Modifier and Type	Method	Description
static TransformInput.Builder	builder()
default CompressionType	getCompressionType()	The compression type of the transform data.
default String	getContentType()	Multipurpose internet mail extension (MIME) type of the data.
default SplitType	getSplitType()	Method to use to split the transform job's data files into smaller batches.
TransformDataSource	getTransformDataSource()	S3 location of the channel data.

Methods inherited from interface software.amazon.jsii.JsiiSerializable

$jsii$toJson

Method Details

getTransformDataSource

@Stability(Stable)
@NotNull
TransformDataSource getTransformDataSource()

S3 location of the channel data.

getCompressionType

@Stability(Stable)
@Nullable
default CompressionType getCompressionType()

The compression type of the transform data.

Default: NONE

getContentType

@Stability(Stable)
@Nullable
default String getContentType()

Multipurpose internet mail extension (MIME) type of the data.

Default: - None

getSplitType

@Stability(Stable)
@Nullable
default SplitType getSplitType()

Method to use to split the transform job's data files into smaller batches.

Default: NONE

builder

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

Returns:

a TransformInput.Builder of TransformInput