Module Values_0.CreateDataQualityJobDefinitionRequestSource

Creates a definition for a job that monitors data quality and drift. For information about model monitor, see Amazon SageMaker AI Model Monitor.

Sourcetype nonrec t = {
  1. jobDefinitionName : MonitoringJobDefinitionName.t;
    (*

    The name for the monitoring job definition.

    *)
  2. dataQualityBaselineConfig : DataQualityBaselineConfig.t option;
    (*

    Configures the constraints and baselines for the monitoring job.

    *)
  3. dataQualityAppSpecification : DataQualityAppSpecification.t;
    (*

    Specifies the container that runs the monitoring job.

    *)
  4. dataQualityJobInput : DataQualityJobInput.t;
    (*

    A list of inputs for the monitoring job. Currently endpoints are supported as monitoring inputs.

    *)
  5. dataQualityJobOutputConfig : MonitoringOutputConfig.t;
  6. jobResources : MonitoringResources.t;
  7. networkConfig : MonitoringNetworkConfig.t option;
    (*

    Specifies networking configuration for the monitoring job.

    *)
  8. roleArn : RoleArn.t;
    (*

    The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker AI can assume to perform tasks on your behalf.

    *)
  9. stoppingCondition : MonitoringStoppingCondition.t option;
  10. tags : TagList.t option;
    (*

    (Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.

    *)
}
Sourceval context_ : string
Sourceval make : ?dataQualityBaselineConfig:??? -> ?networkConfig:??? -> ?stoppingCondition:??? -> ?tags:??? -> jobDefinitionName:MonitoringJobDefinitionName.t -> dataQualityAppSpecification:DataQualityAppSpecification.t -> dataQualityJobInput:DataQualityJobInput.t -> dataQualityJobOutputConfig:MonitoringOutputConfig.t -> jobResources:MonitoringResources.t -> roleArn:RoleArn.t -> unit -> t
Sourceval to_value : t -> [> `Structure of (string * [> `List of [> `Structure of (string * [> `String of TagKey.t ]) list ] list | `String of MonitoringJobDefinitionName.t | `Structure of (string * [> `Boolean of Boolean.t | `Integer of MonitoringMaxRuntimeInSeconds.t | `List of [> `String of ContainerEntrypointString.t | `Structure of (string * [> `Structure of (string * [> `Enum of string | `String of MonitoringS3Uri.t ]) list ]) list ] list | `Map of ([> `String of ProcessingEnvironmentKey.t ] * [> `String of ProcessingEnvironmentValue.t ]) list | `String of ProcessingJobName.t | `Structure of (string * [> `Double of ProbabilityThresholdAttribute.t | `Enum of string | `Integer of ProcessingInstanceCount.t | `List of [> `String of SecurityGroupId.t ] list | `String of S3Uri.t | `Structure of (string * [> `Structure of (string * [> `Boolean of Boolean.t ]) list ]) list ]) list ]) list ]) list ]
Sourceval to_query : t -> Awso.Client.Query.t
Sourceval of_xml : Awso.Xml.t -> t
Sourceval of_string : string -> t
Sourceval of_json : Yojson.Safe.t -> t
Sourceval to_json : t -> Yojson.Safe.t