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

Class SageMakerCreateTransformJob.Builder

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

  • Method Details

    • create

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

    • comment

      @Stability(Stable) public SageMakerCreateTransformJob.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 SageMakerCreateTransformJob.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 SageMakerCreateTransformJob.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 SageMakerCreateTransformJob.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 SageMakerCreateTransformJob.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 SageMakerCreateTransformJob.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 SageMakerCreateTransformJob.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 SageMakerCreateTransformJob.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 SageMakerCreateTransformJob.Builder modelName(String modelName)
      Name of the model that you want to use for the transform job.

      Parameters:
      modelName - Name of the model that you want to use for the transform job. This parameter is required.
      Returns:
      this

    • transformInput

      @Stability(Stable) public SageMakerCreateTransformJob.Builder transformInput(TransformInput transformInput)
      Dataset to be transformed and the Amazon S3 location where it is stored.

      Parameters:
      transformInput - Dataset to be transformed and the Amazon S3 location where it is stored. This parameter is required.
      Returns:
      this

    • transformJobName

      @Stability(Stable) public SageMakerCreateTransformJob.Builder transformJobName(String transformJobName)
      Transform Job Name.

      Parameters:
      transformJobName - Transform Job Name. This parameter is required.
      Returns:
      this

    • transformOutput

      @Stability(Stable) public SageMakerCreateTransformJob.Builder transformOutput(TransformOutput transformOutput)
      S3 location where you want Amazon SageMaker to save the results from the transform job.

      Parameters:
      transformOutput - S3 location where you want Amazon SageMaker to save the results from the transform job. This parameter is required.
      Returns:
      this

    • batchStrategy

      @Stability(Stable) public SageMakerCreateTransformJob.Builder batchStrategy(BatchStrategy batchStrategy)
      Number of records to include in a mini-batch for an HTTP inference request.

      Default: - No batch strategy

      Parameters:
      batchStrategy - Number of records to include in a mini-batch for an HTTP inference request. This parameter is required.
      Returns:
      this

    • environment

      @Stability(Stable) public SageMakerCreateTransformJob.Builder environment(Map<String,String> environment)
      Environment variables to set in the Docker container.

      Default: - No environment variables

      Parameters:
      environment - Environment variables to set in the Docker container. This parameter is required.
      Returns:
      this

    • maxConcurrentTransforms

      @Stability(Stable) public SageMakerCreateTransformJob.Builder maxConcurrentTransforms(Number maxConcurrentTransforms)
      Maximum number of parallel requests that can be sent to each instance in a transform job.

      Default: - Amazon SageMaker checks the optional execution-parameters to determine the settings for your chosen algorithm. If the execution-parameters endpoint is not enabled, the default value is 1.

      Parameters:
      maxConcurrentTransforms - Maximum number of parallel requests that can be sent to each instance in a transform job. This parameter is required.
      Returns:
      this

    • maxPayload

      @Stability(Stable) public SageMakerCreateTransformJob.Builder maxPayload(Size maxPayload)
      Maximum allowed size of the payload, in MB.

      Default: 6

      Parameters:
      maxPayload - Maximum allowed size of the payload, in MB. This parameter is required.
      Returns:
      this

    • modelClientOptions

      @Stability(Stable) public SageMakerCreateTransformJob.Builder modelClientOptions(ModelClientOptions modelClientOptions)
      Configures the timeout and maximum number of retries for processing a transform job invocation.

      Default: - 0 retries and 60 seconds of timeout

      Parameters:
      modelClientOptions - Configures the timeout and maximum number of retries for processing a transform job invocation. This parameter is required.
      Returns:
      this

    • role

      @Stability(Stable) public SageMakerCreateTransformJob.Builder role(IRole role)
      Role for the Transform Job.

      Default: - A role is created with `AmazonSageMakerFullAccess` managed policy

      Parameters:
      role - Role for the Transform Job. This parameter is required.
      Returns:
      this

    • tags

      @Stability(Stable) public SageMakerCreateTransformJob.Builder tags(Map<String,String> tags)
      Tags to be applied to the train job.

      Default: - No tags

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

    • transformResources

      @Stability(Stable) public SageMakerCreateTransformJob.Builder transformResources(TransformResources transformResources)
      ML compute instances for the transform job.

      Default: - 1 instance of type M4.XLarge

      Parameters:
      transformResources - ML compute instances for the transform job. This parameter is required.
      Returns:
      this

    • build

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