Package software.amazon.awscdk.services.sagemaker

Class CfnDataQualityJobDefinition.Builder

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

  • Method Details

    • create

      @Stability(Stable) public static CfnDataQualityJobDefinition.Builder create(Construct scope, String id)
      Parameters:
      scope -
      • scope in which this resource is defined.
      This parameter is required.
      id -
      • scoped id of the resource.
      This parameter is required.
      Returns:
      a new instance of CfnDataQualityJobDefinition.Builder.

    • dataQualityAppSpecification

      @Stability(Stable) public CfnDataQualityJobDefinition.Builder dataQualityAppSpecification(IResolvable dataQualityAppSpecification)
      Specifies the container that runs the monitoring job.

      Parameters:
      dataQualityAppSpecification - Specifies the container that runs the monitoring job. This parameter is required.
      Returns:
      this

    • dataQualityAppSpecification

      @Stability(Stable) public CfnDataQualityJobDefinition.Builder dataQualityAppSpecification(CfnDataQualityJobDefinition.DataQualityAppSpecificationProperty dataQualityAppSpecification)
      Specifies the container that runs the monitoring job.

      Parameters:
      dataQualityAppSpecification - Specifies the container that runs the monitoring job. This parameter is required.
      Returns:
      this

    • dataQualityJobInput

      @Stability(Stable) public CfnDataQualityJobDefinition.Builder dataQualityJobInput(IResolvable dataQualityJobInput)
      A list of inputs for the monitoring job.

      Currently endpoints are supported as monitoring inputs.

      Parameters:
      dataQualityJobInput - A list of inputs for the monitoring job. This parameter is required.
      Returns:
      this

    • dataQualityJobInput

      @Stability(Stable) public CfnDataQualityJobDefinition.Builder dataQualityJobInput(CfnDataQualityJobDefinition.DataQualityJobInputProperty dataQualityJobInput)
      A list of inputs for the monitoring job.

      Currently endpoints are supported as monitoring inputs.

      Parameters:
      dataQualityJobInput - A list of inputs for the monitoring job. This parameter is required.
      Returns:
      this

    • dataQualityJobOutputConfig

      @Stability(Stable) public CfnDataQualityJobDefinition.Builder dataQualityJobOutputConfig(IResolvable dataQualityJobOutputConfig)
      The output configuration for monitoring jobs.

      Parameters:
      dataQualityJobOutputConfig - The output configuration for monitoring jobs. This parameter is required.
      Returns:
      this

    • dataQualityJobOutputConfig

      @Stability(Stable) public CfnDataQualityJobDefinition.Builder dataQualityJobOutputConfig(CfnDataQualityJobDefinition.MonitoringOutputConfigProperty dataQualityJobOutputConfig)
      The output configuration for monitoring jobs.

      Parameters:
      dataQualityJobOutputConfig - The output configuration for monitoring jobs. This parameter is required.
      Returns:
      this

    • jobResources

      @Stability(Stable) public CfnDataQualityJobDefinition.Builder jobResources(IResolvable jobResources)
      Identifies the resources to deploy for a monitoring job.

      Parameters:
      jobResources - Identifies the resources to deploy for a monitoring job. This parameter is required.
      Returns:
      this

    • jobResources

      @Stability(Stable) public CfnDataQualityJobDefinition.Builder jobResources(CfnDataQualityJobDefinition.MonitoringResourcesProperty jobResources)
      Identifies the resources to deploy for a monitoring job.

      Parameters:
      jobResources - Identifies the resources to deploy for a monitoring job. This parameter is required.
      Returns:
      this

    • roleArn

      @Stability(Stable) public CfnDataQualityJobDefinition.Builder roleArn(String roleArn)
      The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.

      Parameters:
      roleArn - The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf. This parameter is required.
      Returns:
      this

    • dataQualityBaselineConfig

      @Stability(Stable) public CfnDataQualityJobDefinition.Builder dataQualityBaselineConfig(IResolvable dataQualityBaselineConfig)
      Configures the constraints and baselines for the monitoring job.

      Parameters:
      dataQualityBaselineConfig - Configures the constraints and baselines for the monitoring job. This parameter is required.
      Returns:
      this

    • dataQualityBaselineConfig

      @Stability(Stable) public CfnDataQualityJobDefinition.Builder dataQualityBaselineConfig(CfnDataQualityJobDefinition.DataQualityBaselineConfigProperty dataQualityBaselineConfig)
      Configures the constraints and baselines for the monitoring job.

      Parameters:
      dataQualityBaselineConfig - Configures the constraints and baselines for the monitoring job. This parameter is required.
      Returns:
      this

    • endpointName

      @Stability(Stable) public CfnDataQualityJobDefinition.Builder endpointName(String endpointName)
      AWS::SageMaker::DataQualityJobDefinition.EndpointName.

      Parameters:
      endpointName - AWS::SageMaker::DataQualityJobDefinition.EndpointName. This parameter is required.
      Returns:
      this

    • jobDefinitionName

      @Stability(Stable) public CfnDataQualityJobDefinition.Builder jobDefinitionName(String jobDefinitionName)
      The name for the monitoring job definition.

      Parameters:
      jobDefinitionName - The name for the monitoring job definition. This parameter is required.
      Returns:
      this

    • networkConfig

      @Stability(Stable) public CfnDataQualityJobDefinition.Builder networkConfig(IResolvable networkConfig)
      Specifies networking configuration for the monitoring job.

      Parameters:
      networkConfig - Specifies networking configuration for the monitoring job. This parameter is required.
      Returns:
      this

    • networkConfig

      @Stability(Stable) public CfnDataQualityJobDefinition.Builder networkConfig(CfnDataQualityJobDefinition.NetworkConfigProperty networkConfig)
      Specifies networking configuration for the monitoring job.

      Parameters:
      networkConfig - Specifies networking configuration for the monitoring job. This parameter is required.
      Returns:
      this

    • stoppingCondition

      @Stability(Stable) public CfnDataQualityJobDefinition.Builder stoppingCondition(IResolvable stoppingCondition)
      A time limit for how long the monitoring job is allowed to run before stopping.

      Parameters:
      stoppingCondition - A time limit for how long the monitoring job is allowed to run before stopping. This parameter is required.
      Returns:
      this

    • stoppingCondition

      @Stability(Stable) public CfnDataQualityJobDefinition.Builder stoppingCondition(CfnDataQualityJobDefinition.StoppingConditionProperty stoppingCondition)
      A time limit for how long the monitoring job is allowed to run before stopping.

      Parameters:
      stoppingCondition - A time limit for how long the monitoring job is allowed to run before stopping. This parameter is required.
      Returns:
      this

    • tags

      @Stability(Stable) public CfnDataQualityJobDefinition.Builder tags(List<? extends CfnTag> tags)
      An array of key-value pairs to apply to this resource.

      For more information, see Tag .

      Parameters:
      tags - An array of key-value pairs to apply to this resource. This parameter is required.
      Returns:
      this

    • build

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