software.amazon.awscdk.services.stepfunctions.tasks

Class SageMakerCreateModelProps.Builder

java.lang.Object

software.amazon.awscdk.services.stepfunctions.tasks.SageMakerCreateModelProps.Builder

Enclosing interface:

SageMakerCreateModelProps

public static final class SageMakerCreateModelProps.Builder
extends java.lang.Object

A builder for SageMakerCreateModelProps

Constructor Summary

Constructors

Constructor and Description
Builder()

Method Summary

Modifier and Type	Method and Description
SageMakerCreateModelProps	build() Builds the configured instance.
SageMakerCreateModelProps.Builder	comment(java.lang.String comment) Sets the value of TaskStateBaseProps.getComment()
SageMakerCreateModelProps.Builder	containers(java.util.List<? extends IContainerDefinition> containers) Sets the value of SageMakerCreateModelProps.getContainers()
SageMakerCreateModelProps.Builder	enableNetworkIsolation(java.lang.Boolean enableNetworkIsolation) Sets the value of SageMakerCreateModelProps.getEnableNetworkIsolation()
SageMakerCreateModelProps.Builder	heartbeat(Duration heartbeat) Sets the value of TaskStateBaseProps.getHeartbeat()
SageMakerCreateModelProps.Builder	inputPath(java.lang.String inputPath) Sets the value of TaskStateBaseProps.getInputPath()
SageMakerCreateModelProps.Builder	integrationPattern(IntegrationPattern integrationPattern) Sets the value of TaskStateBaseProps.getIntegrationPattern()
SageMakerCreateModelProps.Builder	modelName(java.lang.String modelName) Sets the value of SageMakerCreateModelProps.getModelName()
SageMakerCreateModelProps.Builder	outputPath(java.lang.String outputPath) Sets the value of TaskStateBaseProps.getOutputPath()
SageMakerCreateModelProps.Builder	primaryContainer(IContainerDefinition primaryContainer) Sets the value of SageMakerCreateModelProps.getPrimaryContainer()
SageMakerCreateModelProps.Builder	resultPath(java.lang.String resultPath) Sets the value of TaskStateBaseProps.getResultPath()
SageMakerCreateModelProps.Builder	resultSelector(java.util.Map<java.lang.String,? extends java.lang.Object> resultSelector) Sets the value of TaskStateBaseProps.getResultSelector()
SageMakerCreateModelProps.Builder	role(IRole role) Sets the value of SageMakerCreateModelProps.getRole()
SageMakerCreateModelProps.Builder	subnetSelection(SubnetSelection subnetSelection) Sets the value of SageMakerCreateModelProps.getSubnetSelection()
SageMakerCreateModelProps.Builder	tags(TaskInput tags) Sets the value of SageMakerCreateModelProps.getTags()
SageMakerCreateModelProps.Builder	timeout(Duration timeout) Sets the value of TaskStateBaseProps.getTimeout()
SageMakerCreateModelProps.Builder	vpc(IVpc vpc) Sets the value of SageMakerCreateModelProps.getVpc()

Methods inherited from class java.lang.Object

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

Constructor Detail

Builder

public Builder()

Method Detail

modelName

public SageMakerCreateModelProps.Builder modelName(java.lang.String modelName)

Sets the value of SageMakerCreateModelProps.getModelName()

Parameters:

modelName - The name of the new model. This parameter is required.

Returns:

this

primaryContainer

public SageMakerCreateModelProps.Builder primaryContainer(IContainerDefinition primaryContainer)

Sets the value of SageMakerCreateModelProps.getPrimaryContainer()

Parameters:

primaryContainer - 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. This parameter is required.

Returns:

this

containers

public SageMakerCreateModelProps.Builder containers(java.util.List<? extends IContainerDefinition> containers)

Sets the value of SageMakerCreateModelProps.getContainers()

Parameters:

containers - Specifies the containers in the inference pipeline.

Returns:

this

enableNetworkIsolation

public SageMakerCreateModelProps.Builder enableNetworkIsolation(java.lang.Boolean enableNetworkIsolation)

Sets the value of SageMakerCreateModelProps.getEnableNetworkIsolation()

Parameters:

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

Returns:

this

role

public SageMakerCreateModelProps.Builder role(IRole role)

Sets the value of SageMakerCreateModelProps.getRole()

Parameters:

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

Returns:

this

subnetSelection

public SageMakerCreateModelProps.Builder subnetSelection(SubnetSelection subnetSelection)

Sets the value of SageMakerCreateModelProps.getSubnetSelection()

Parameters:

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

Returns:

this

tags

public SageMakerCreateModelProps.Builder tags(TaskInput tags)

Sets the value of SageMakerCreateModelProps.getTags()

Parameters:

tags - Tags to be applied to the model.

Returns:

this

vpc

public SageMakerCreateModelProps.Builder vpc(IVpc vpc)

Sets the value of SageMakerCreateModelProps.getVpc()

Parameters:

vpc - The VPC that is accessible by the hosted model.

Returns:

this

comment

public SageMakerCreateModelProps.Builder comment(java.lang.String comment)

Sets the value of TaskStateBaseProps.getComment()

Parameters:

comment - An optional description for this state.

Returns:

this

heartbeat

public SageMakerCreateModelProps.Builder heartbeat(Duration heartbeat)

Sets the value of TaskStateBaseProps.getHeartbeat()

Parameters:

heartbeat - Timeout for the heartbeat.

Returns:

this

inputPath

public SageMakerCreateModelProps.Builder inputPath(java.lang.String inputPath)

Sets the value of TaskStateBaseProps.getInputPath()

Parameters:

inputPath - JSONPath expression to select part of the state to be the input to this state. May also be the special value JsonPath.DISCARD, which will cause the effective input to be the empty object {}.

Returns:

this

integrationPattern

public SageMakerCreateModelProps.Builder integrationPattern(IntegrationPattern integrationPattern)

Sets the value of TaskStateBaseProps.getIntegrationPattern()

Parameters:

integrationPattern - AWS Step Functions integrates with services directly in the Amazon States Language. You can control these AWS services using service integration patterns

Returns:

this

outputPath

public SageMakerCreateModelProps.Builder outputPath(java.lang.String outputPath)

Sets the value of TaskStateBaseProps.getOutputPath()

Parameters:

outputPath - JSONPath expression to select select a portion of the state output to pass to the next state. May also be the special value JsonPath.DISCARD, which will cause the effective output to be the empty object {}.

Returns:

this

resultPath

public SageMakerCreateModelProps.Builder resultPath(java.lang.String resultPath)

Sets the value of TaskStateBaseProps.getResultPath()

Parameters:

resultPath - JSONPath expression to indicate where to inject the state's output. May also be the special value JsonPath.DISCARD, which will cause the state's input to become its output.

Returns:

this

resultSelector

public SageMakerCreateModelProps.Builder resultSelector(java.util.Map<java.lang.String,? extends java.lang.Object> resultSelector)

Sets the value of TaskStateBaseProps.getResultSelector()

Parameters:

resultSelector - The JSON that will replace the state's raw result and become the effective result before ResultPath is applied. You can use ResultSelector to create a payload with values that are static or selected from the state's raw result.

Returns:

this

timeout

public SageMakerCreateModelProps.Builder timeout(Duration timeout)

Sets the value of TaskStateBaseProps.getTimeout()

Parameters:

timeout - Timeout for the state machine.

Returns:

this

build

public SageMakerCreateModelProps build()

Builds the configured instance.

Returns:

a new instance of SageMakerCreateModelProps

Throws:

java.lang.NullPointerException - if any required attribute was not provided