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

Class SageMakerCreateTransformJob

java.lang.Object

software.amazon.jsii.JsiiObject

software.constructs.Construct

software.amazon.awscdk.services.stepfunctions.State

software.amazon.awscdk.services.stepfunctions.TaskStateBase

software.amazon.awscdk.services.stepfunctions.tasks.SageMakerCreateTransformJob

All Implemented Interfaces:

IChainable, INextable, software.amazon.jsii.JsiiSerializable, software.constructs.IConstruct, software.constructs.IDependable

@Generated(value="jsii-pacmak/1.98.0 (build 00b106d)",
           date="2024-05-08T21:35:14.630Z")
@Stability(Stable)
public class SageMakerCreateTransformJob
extends TaskStateBase

Class representing the SageMaker Create Transform Job task.

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	Class	Description
static final class	SageMakerCreateTransformJob.Builder	A fluent builder for SageMakerCreateTransformJob.

Nested classes/interfaces inherited from class software.amazon.jsii.JsiiObject

software.amazon.jsii.JsiiObject.InitializationMode

Nested classes/interfaces inherited from interface software.amazon.awscdk.services.stepfunctions.IChainable

IChainable.Jsii$Default

Nested classes/interfaces inherited from interface software.constructs.IConstruct

software.constructs.IConstruct.Jsii$Default

Nested classes/interfaces inherited from interface software.amazon.awscdk.services.stepfunctions.INextable

INextable.Jsii$Default

Constructor Summary

Constructors

Modifier	Constructor	Description
protected	SageMakerCreateTransformJob(software.amazon.jsii.JsiiObject.InitializationMode initializationMode)
protected	SageMakerCreateTransformJob(software.amazon.jsii.JsiiObjectRef objRef)
	SageMakerCreateTransformJob(software.constructs.Construct scope, String id, SageMakerCreateTransformJobProps props)

Method Summary

Modifier and Type	Method	Description
IRole	getRole()	The execution role for the Sagemaker transform job.
protected TaskMetricsConfig	getTaskMetrics()
protected List<PolicyStatement>	getTaskPolicies()

Methods inherited from class software.amazon.awscdk.services.stepfunctions.TaskStateBase

addCatch, addCatch, addRetry, addRetry, getEndStates, metric, metric, metricFailed, metricFailed, metricHeartbeatTimedOut, metricHeartbeatTimedOut, metricRunTime, metricRunTime, metricScheduled, metricScheduled, metricScheduleTime, metricScheduleTime, metricStarted, metricStarted, metricSucceeded, metricSucceeded, metricTime, metricTime, metricTimedOut, metricTimedOut, next, toStateJson, whenBoundToGraph

Methods inherited from class software.amazon.awscdk.services.stepfunctions.State

addBranch, addChoice, addChoice, addItemProcessor, addItemProcessor, addIterator, addPrefix, bindToGraph, filterNextables, findReachableEndStates, findReachableEndStates, findReachableStates, findReachableStates, getBranches, getComment, getDefaultChoice, getId, getInputPath, getIteration, getOutputPath, getParameters, getProcessor, getProcessorConfig, getProcessorMode, getResultPath, getResultSelector, getStartState, getStateId, getStateName, makeDefault, makeNext, prefixStates, renderBranches, renderChoices, renderInputOutput, renderItemProcessor, renderIterator, renderNextEnd, renderResultSelector, renderRetryCatch, setDefaultChoice, setIteration, setProcessor, setProcessorConfig, setProcessorMode, validateState

Methods inherited from class software.constructs.Construct

getNode, isConstruct, toString

Methods inherited from class software.amazon.jsii.JsiiObject

jsiiAsyncCall, jsiiAsyncCall, jsiiCall, jsiiCall, jsiiGet, jsiiGet, jsiiSet, jsiiStaticCall, jsiiStaticCall, jsiiStaticGet, jsiiStaticGet, jsiiStaticSet, jsiiStaticSet

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface software.amazon.jsii.JsiiSerializable

$jsii$toJson

Constructor Details

SageMakerCreateTransformJob

protected SageMakerCreateTransformJob(software.amazon.jsii.JsiiObjectRef objRef)

SageMakerCreateTransformJob

protected SageMakerCreateTransformJob(software.amazon.jsii.JsiiObject.InitializationMode initializationMode)

SageMakerCreateTransformJob

@Stability(Stable)
public SageMakerCreateTransformJob(@NotNull
 software.constructs.Construct scope,
 @NotNull
 String id,
 @NotNull
 SageMakerCreateTransformJobProps props)

Parameters:

scope - This parameter is required.

id - Descriptive identifier for this chainable. This parameter is required.

props - This parameter is required.

Method Details

getRole

@Stability(Stable)
@NotNull
public IRole getRole()

The execution role for the Sagemaker transform job.

Only available after task has been added to a state machine.

getTaskMetrics

@Stability(Stable)
@Nullable
protected TaskMetricsConfig getTaskMetrics()

Specified by:

getTaskMetrics in class TaskStateBase

getTaskPolicies

@Stability(Stable)
@Nullable
protected List<PolicyStatement> getTaskPolicies()

Specified by:

getTaskPolicies in class TaskStateBase