Package software.amazon.awscdk.services.sagemaker

Class CfnModelQualityJobDefinition.Builder

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

  • Method Details

    • create

      @Stability(Stable) public static CfnModelQualityJobDefinition.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 CfnModelQualityJobDefinition.Builder.

    • jobResources

      @Stability(Stable) public CfnModelQualityJobDefinition.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 CfnModelQualityJobDefinition.Builder jobResources(CfnModelQualityJobDefinition.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

    • modelQualityAppSpecification

      @Stability(Stable) public CfnModelQualityJobDefinition.Builder modelQualityAppSpecification(IResolvable modelQualityAppSpecification)
      Container image configuration object for the monitoring job.

      Parameters:
      modelQualityAppSpecification - Container image configuration object for the monitoring job. This parameter is required.
      Returns:
      this

    • modelQualityAppSpecification

      @Stability(Stable) public CfnModelQualityJobDefinition.Builder modelQualityAppSpecification(CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty modelQualityAppSpecification)
      Container image configuration object for the monitoring job.

      Parameters:
      modelQualityAppSpecification - Container image configuration object for the monitoring job. This parameter is required.
      Returns:
      this

    • modelQualityJobInput

      @Stability(Stable) public CfnModelQualityJobDefinition.Builder modelQualityJobInput(IResolvable modelQualityJobInput)
      A list of the inputs that are monitored.

      Currently endpoints are supported.

      Parameters:
      modelQualityJobInput - A list of the inputs that are monitored. This parameter is required.
      Returns:
      this

    • modelQualityJobInput

      @Stability(Stable) public CfnModelQualityJobDefinition.Builder modelQualityJobInput(CfnModelQualityJobDefinition.ModelQualityJobInputProperty modelQualityJobInput)
      A list of the inputs that are monitored.

      Currently endpoints are supported.

      Parameters:
      modelQualityJobInput - A list of the inputs that are monitored. This parameter is required.
      Returns:
      this

    • modelQualityJobOutputConfig

      @Stability(Stable) public CfnModelQualityJobDefinition.Builder modelQualityJobOutputConfig(IResolvable modelQualityJobOutputConfig)
      The output configuration for monitoring jobs.

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

    • modelQualityJobOutputConfig

      @Stability(Stable) public CfnModelQualityJobDefinition.Builder modelQualityJobOutputConfig(CfnModelQualityJobDefinition.MonitoringOutputConfigProperty modelQualityJobOutputConfig)
      The output configuration for monitoring jobs.

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

    • roleArn

      @Stability(Stable) public CfnModelQualityJobDefinition.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

    • endpointName

      @Stability(Stable) public CfnModelQualityJobDefinition.Builder endpointName(String endpointName)
      AWS::SageMaker::ModelQualityJobDefinition.EndpointName.

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

    • jobDefinitionName

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

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

    • modelQualityBaselineConfig

      @Stability(Stable) public CfnModelQualityJobDefinition.Builder modelQualityBaselineConfig(IResolvable modelQualityBaselineConfig)
      Specifies the constraints and baselines for the monitoring job.

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

    • modelQualityBaselineConfig

      @Stability(Stable) public CfnModelQualityJobDefinition.Builder modelQualityBaselineConfig(CfnModelQualityJobDefinition.ModelQualityBaselineConfigProperty modelQualityBaselineConfig)
      Specifies the constraints and baselines for the monitoring job.

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

    • networkConfig

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

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

    • networkConfig

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

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

    • stoppingCondition

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