@Generated(value="jsii-pacmak/1.74.0 (build 6d08790)",
date="2023-03-14T16:25:36.228Z")
public class SageMakerCreateTrainingJob
extends TaskStateBase
implements IGrantable, IConnectable
Example:
SageMakerCreateTrainingJob.Builder.create(this, "TrainSagemaker")
.trainingJobName(JsonPath.stringAt("$.JobName"))
.algorithmSpecification(AlgorithmSpecification.builder()
.algorithmName("BlazingText")
.trainingInputMode(InputMode.FILE)
.build())
.inputDataConfig(List.of(Channel.builder()
.channelName("train")
.dataSource(DataSource.builder()
.s3DataSource(S3DataSource.builder()
.s3DataType(S3DataType.S3_PREFIX)
.s3Location(S3Location.fromJsonExpression("$.S3Bucket"))
.build())
.build())
.build()))
.outputDataConfig(OutputDataConfig.builder()
.s3OutputLocation(S3Location.fromBucket(Bucket.fromBucketName(this, "Bucket", "mybucket"), "myoutputpath"))
.build())
.resourceConfig(ResourceConfig.builder()
.instanceCount(1)
.instanceType(new InstanceType(JsonPath.stringAt("$.InstanceType")))
.volumeSize(Size.gibibytes(50))
.build()) // optional: default is 1 instance of EC2 `M4.XLarge` with `10GB` volume
.stoppingCondition(StoppingCondition.builder()
.maxRuntime(Duration.hours(2))
.build())
.build();
| Modifier and Type | Class and Description |
|---|---|
static class |
SageMakerCreateTrainingJob.Builder
A fluent builder for
SageMakerCreateTrainingJob. |
IGrantable.Jsii$Default, IGrantable.Jsii$ProxyIConnectable.Jsii$Default, IConnectable.Jsii$ProxyINextable.Jsii$DefaultIChainable.Jsii$DefaultIConstruct.Jsii$Default| Modifier | Constructor and Description |
|---|---|
protected |
SageMakerCreateTrainingJob(software.amazon.jsii.JsiiObject.InitializationMode initializationMode) |
protected |
SageMakerCreateTrainingJob(software.amazon.jsii.JsiiObjectRef objRef) |
|
SageMakerCreateTrainingJob(software.constructs.Construct scope,
java.lang.String id,
SageMakerCreateTrainingJobProps props) |
| Modifier and Type | Method and Description |
|---|---|
void |
addSecurityGroup(ISecurityGroup securityGroup)
Add the security group to all instances via the launch configuration security groups array.
|
Connections |
getConnections()
Allows specify security group connections for instances of this fleet.
|
IPrincipal |
getGrantPrincipal()
The principal to grant permissions to.
|
IRole |
getRole()
The execution role for the Sagemaker training job.
|
protected TaskMetricsConfig |
getTaskMetrics() |
protected java.util.List<PolicyStatement> |
getTaskPolicies() |
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, whenBoundToGraphaddBranch, addChoice, addIterator, addPrefix, bindToGraph, filterNextables, findReachableEndStates, findReachableEndStates, findReachableStates, findReachableStates, getBranches, getComment, getDefaultChoice, getId, getInputPath, getIteration, getOutputPath, getParameters, getResultPath, getResultSelector, getStartState, getStateId, makeDefault, makeNext, prefixStates, renderBranches, renderChoices, renderInputOutput, renderIterator, renderNextEnd, renderResultSelector, renderRetryCatch, setDefaultChoice, setIterationgetNode, isConstruct, onPrepare, onSynthesize, onValidate, prepare, synthesize, validateprotected SageMakerCreateTrainingJob(software.amazon.jsii.JsiiObjectRef objRef)
protected SageMakerCreateTrainingJob(software.amazon.jsii.JsiiObject.InitializationMode initializationMode)
public SageMakerCreateTrainingJob(software.constructs.Construct scope,
java.lang.String id,
SageMakerCreateTrainingJobProps props)
scope - This parameter is required.id - This parameter is required.props - This parameter is required.public void addSecurityGroup(ISecurityGroup securityGroup)
securityGroup - : The security group to add. This parameter is required.public Connections getConnections()
getConnections in interface IConnectablepublic IPrincipal getGrantPrincipal()
getGrantPrincipal in interface IGrantablepublic IRole getRole()
Only available after task has been added to a state machine.
protected TaskMetricsConfig getTaskMetrics()
getTaskMetrics in class TaskStateBaseprotected java.util.List<PolicyStatement> getTaskPolicies()
getTaskPolicies in class TaskStateBase