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

Class SageMakerCreateEndpointConfig.Builder

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

  • Method Details

    • create

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

    • comment

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

      Default: - None

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

    • endpointConfigName

      @Stability(Stable) public SageMakerCreateEndpointConfig.Builder endpointConfigName(String endpointConfigName)
      The name of the endpoint configuration.

      Parameters:
      endpointConfigName - The name of the endpoint configuration. This parameter is required.
      Returns:
      this

    • productionVariants

      @Stability(Stable) public SageMakerCreateEndpointConfig.Builder productionVariants(List<? extends ProductionVariant> productionVariants)
      An list of ProductionVariant objects, one for each model that you want to host at this endpoint.

      Identifies a model that you want to host and the resources to deploy for hosting it. If you are deploying multiple models, tell Amazon SageMaker how to distribute traffic among the models by specifying variant weights.

      Parameters:
      productionVariants - An list of ProductionVariant objects, one for each model that you want to host at this endpoint. This parameter is required.
      Returns:
      this

    • kmsKey

      @Stability(Stable) public SageMakerCreateEndpointConfig.Builder kmsKey(IKey kmsKey)
      AWS Key Management Service key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint.

      Default: - None

      Parameters:
      kmsKey - AWS Key Management Service key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint. This parameter is required.
      Returns:
      this

    • tags

      @Stability(Stable) public SageMakerCreateEndpointConfig.Builder tags(TaskInput tags)
      Tags to be applied to the endpoint configuration.

      Default: - No tags

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

    • build

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