software.amazon.awscdk.services.stepfunctions.tasks

Interface SageMakerCreateModelProps

All Superinterfaces:

TaskStateBaseProps

All Known Implementing Classes:

SageMakerCreateModelProps.Jsii$Proxy

@Generated(value="jsii-pacmak/1.74.0 (build 6d08790)",
           date="2023-03-22T19:35:50.411Z")
public interface SageMakerCreateModelProps
extends TaskStateBaseProps

Properties for creating an Amazon SageMaker model.

Example:

 SageMakerCreateModel.Builder.create(this, "Sagemaker")
         .modelName("MyModel")
         .primaryContainer(ContainerDefinition.Builder.create()
                 .image(DockerImage.fromJsonExpression(JsonPath.stringAt("$.Model.imageName")))
                 .mode(Mode.SINGLE_MODEL)
                 .modelS3Location(S3Location.fromJsonExpression("$.TrainingJob.ModelArtifacts.S3ModelArtifacts"))
                 .build())
         .build();
 

See Also:

https://docs.aws.amazon.com/step-functions/latest/dg/connect-sagemaker.html

Nested Class Summary

Nested Classes

Modifier and Type	Interface and Description
static class	SageMakerCreateModelProps.Builder A builder for SageMakerCreateModelProps
static class	SageMakerCreateModelProps.Jsii$Proxy An implementation for SageMakerCreateModelProps

Method Summary

Modifier and Type	Method and Description
static SageMakerCreateModelProps.Builder	builder()
default java.util.List<IContainerDefinition>	getContainers() Specifies the containers in the inference pipeline.
default java.lang.Boolean	getEnableNetworkIsolation() Isolates the model container.
java.lang.String	getModelName() The name of the new model.
IContainerDefinition	getPrimaryContainer() The definition of the primary docker image containing inference code, associated artifacts, and custom environment map that the inference code uses when the model is deployed for predictions.
default IRole	getRole() An execution role that you can pass in a CreateModel API request.
default SubnetSelection	getSubnetSelection() The subnets of the VPC to which the hosted model is connected (Note this parameter is only used when VPC is provided).
default TaskInput	getTags() Tags to be applied to the model.
default IVpc	getVpc() The VPC that is accessible by the hosted model.

Methods inherited from interface software.amazon.awscdk.services.stepfunctions.TaskStateBaseProps

getComment, getHeartbeat, getInputPath, getIntegrationPattern, getOutputPath, getResultPath, getResultSelector, getTimeout

Method Detail

getModelName

java.lang.String getModelName()

The name of the new model.

getPrimaryContainer

IContainerDefinition getPrimaryContainer()

The definition of the primary docker image containing inference code, associated artifacts, and custom environment map that the inference code uses when the model is deployed for predictions.

getContainers

default java.util.List<IContainerDefinition> getContainers()

Specifies the containers in the inference pipeline.

Default: - None

getEnableNetworkIsolation

default java.lang.Boolean getEnableNetworkIsolation()

Isolates the model container.

No inbound or outbound network calls can be made to or from the model container.

Default: false

getRole

default IRole getRole()

An execution role that you can pass in a CreateModel API request.

Default: - a role will be created.

getSubnetSelection

default SubnetSelection getSubnetSelection()

The subnets of the VPC to which the hosted model is connected (Note this parameter is only used when VPC is provided).

Default: - Private Subnets are selected

getTags

default TaskInput getTags()

Tags to be applied to the model.

Default: - No tags

getVpc

default IVpc getVpc()

The VPC that is accessible by the hosted model.

Default: - None

builder

static SageMakerCreateModelProps.Builder builder()

Specified by:

builder in interface TaskStateBaseProps

Returns:

a SageMakerCreateModelProps.Builder of SageMakerCreateModelProps