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

Class SageMakerCreateModel.Builder

java.lang.Object
software.amazon.awscdk.services.stepfunctions.tasks.SageMakerCreateModel.Builder
All Implemented Interfaces:
software.amazon.jsii.Builder<SageMakerCreateModel>
Enclosing class:
SageMakerCreateModel
@Stability(Stable) public static final class SageMakerCreateModel.Builder extends Object implements software.amazon.jsii.Builder<SageMakerCreateModel>
A fluent builder for SageMakerCreateModel.

  • Method Details

    • create

      @Stability(Stable) public static SageMakerCreateModel.Builder create(software.constructs.Construct scope, String id)
      Parameters:
      scope - This parameter is required.
      id - This parameter is required.
      Returns:
      a new instance of SageMakerCreateModel.Builder.

    • comment

      @Stability(Stable) public SageMakerCreateModel.Builder comment(String comment)
      An optional description for this state.

      Default: - No comment

      Parameters:
      comment - An optional description for this state. This parameter is required.
      Returns:
      this

    • heartbeat

      @Stability(Stable) public SageMakerCreateModel.Builder heartbeat(Duration heartbeat)
      Timeout for the heartbeat.

      Default: - None

      Parameters:
      heartbeat - Timeout for the heartbeat. This parameter is required.
      Returns:
      this

    • inputPath

      @Stability(Stable) public SageMakerCreateModel.Builder inputPath(String 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 {}.

      Default: - The entire task input (JSON path '$')

      Parameters:
      inputPath - JSONPath expression to select part of the state to be the input to this state. This parameter is required.
      Returns:
      this

    • integrationPattern

      @Stability(Stable) public SageMakerCreateModel.Builder integrationPattern(IntegrationPattern integrationPattern)
      AWS Step Functions integrates with services directly in the Amazon States Language.

      You can control these AWS services using service integration patterns

      Default: - `IntegrationPattern.REQUEST_RESPONSE` for most tasks. `IntegrationPattern.RUN_JOB` for the following exceptions: `BatchSubmitJob`, `EmrAddStep`, `EmrCreateCluster`, `EmrTerminationCluster`, and `EmrContainersStartJobRun`.

      Parameters:
      integrationPattern - AWS Step Functions integrates with services directly in the Amazon States Language. This parameter is required.
      Returns:
      this
      See Also:

    • outputPath

      @Stability(Stable) public SageMakerCreateModel.Builder outputPath(String 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 {}.

      Default: - The entire JSON node determined by the state input, the task result, and resultPath is passed to the next state (JSON path '$')

      Parameters:
      outputPath - JSONPath expression to select select a portion of the state output to pass to the next state. This parameter is required.
      Returns:
      this

    • resultPath

      @Stability(Stable) public SageMakerCreateModel.Builder resultPath(String 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.

      Default: - Replaces the entire input with the result (JSON path '$')

      Parameters:
      resultPath - JSONPath expression to indicate where to inject the state's output. This parameter is required.
      Returns:
      this

    • resultSelector

      @Stability(Stable) public SageMakerCreateModel.Builder resultSelector(Map<String,? extends Object> 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.

      Default: - None

      Parameters:
      resultSelector - The JSON that will replace the state's raw result and become the effective result before ResultPath is applied. This parameter is required.
      Returns:
      this
      See Also:

    • timeout

      @Stability(Stable) public SageMakerCreateModel.Builder timeout(Duration timeout)
      Timeout for the state machine.

      Default: - None

      Parameters:
      timeout - Timeout for the state machine. This parameter is required.
      Returns:
      this

    • modelName

      @Stability(Stable) public SageMakerCreateModel.Builder modelName(String modelName)
      The name of the new model.

      Parameters:
      modelName - The name of the new model. This parameter is required.
      Returns:
      this

    • primaryContainer

      @Stability(Stable) public SageMakerCreateModel.Builder primaryContainer(IContainerDefinition 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.

      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

      @Stability(Stable) public SageMakerCreateModel.Builder containers(List<? extends IContainerDefinition> containers)
      Specifies the containers in the inference pipeline.

      Default: - None

      Parameters:
      containers - Specifies the containers in the inference pipeline. This parameter is required.
      Returns:
      this

    • enableNetworkIsolation

      @Stability(Stable) public SageMakerCreateModel.Builder enableNetworkIsolation(Boolean enableNetworkIsolation)
      Isolates the model container.

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

      Default: false

      Parameters:
      enableNetworkIsolation - Isolates the model container. This parameter is required.
      Returns:
      this

    • role

      @Stability(Stable) public SageMakerCreateModel.Builder role(IRole role)
      An execution role that you can pass in a CreateModel API request.

      Default: - a role will be created.

      Parameters:
      role - An execution role that you can pass in a CreateModel API request. This parameter is required.
      Returns:
      this

    • subnetSelection

      @Stability(Stable) public SageMakerCreateModel.Builder subnetSelection(SubnetSelection subnetSelection)
      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

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

    • tags

      @Stability(Stable) public SageMakerCreateModel.Builder tags(TaskInput tags)
      Tags to be applied to the model.

      Default: - No tags

      Parameters:
      tags - Tags to be applied to the model. This parameter is required.
      Returns:
      this

    • vpc

      @Stability(Stable) public SageMakerCreateModel.Builder vpc(IVpc vpc)
      The VPC that is accessible by the hosted model.

      Default: - None

      Parameters:
      vpc - The VPC that is accessible by the hosted model. This parameter is required.
      Returns:
      this

    • build

      @Stability(Stable) public SageMakerCreateModel build()
      Specified by:
      build in interface software.amazon.jsii.Builder<SageMakerCreateModel>
      Returns:
      a newly built instance of SageMakerCreateModel.