Module Values_1.CreateModelQualityJobDefinitionRequestSource

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

Sourcetype nonrec t = {
  1. jobDefinitionName : Values_0.MonitoringJobDefinitionName.t;
    (*

    The name of the monitoring job definition.

    *)
  2. modelQualityBaselineConfig : ModelQualityBaselineConfig.t option;
    (*

    Specifies the constraints and baselines for the monitoring job.

    *)
  3. modelQualityAppSpecification : ModelQualityAppSpecification.t;
    (*

    The container that runs the monitoring job.

    *)
  4. modelQualityJobInput : ModelQualityJobInput.t;
    (*

    A list of the inputs that are monitored. Currently endpoints are supported.

    *)
  5. modelQualityJobOutputConfig : Values_0.MonitoringOutputConfig.t;
  6. jobResources : Values_0.MonitoringResources.t;
  7. networkConfig : Values_0.MonitoringNetworkConfig.t option;
    (*

    Specifies the network configuration for the monitoring job.

    *)
  8. roleArn : Values_0.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 : Values_0.MonitoringStoppingCondition.t option;
  10. tags : Values_0.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 : ?modelQualityBaselineConfig:??? -> ?networkConfig:??? -> ?stoppingCondition:??? -> ?tags:??? -> jobDefinitionName:Values_0.MonitoringJobDefinitionName.t -> modelQualityAppSpecification:ModelQualityAppSpecification.t -> modelQualityJobInput:ModelQualityJobInput.t -> modelQualityJobOutputConfig:Values_0.MonitoringOutputConfig.t -> jobResources:Values_0.MonitoringResources.t -> roleArn:Values_0.RoleArn.t -> unit -> t
Sourceval to_value : t -> [> `Structure of (string * [> `List of [> `Structure of (string * [> `String of string ]) list ] list | `String of Values_0.MonitoringJobDefinitionName.t | `Structure of (string * [> `Boolean of bool | `Enum of string | `Integer of int | `List of [> `String of string | `Structure of (string * [> `Structure of (string * [> `Enum of string | `String of string ]) list ]) list ] list | `Map of ([> `String of string ] * [> `String of string ]) list | `String of Values_0.ProcessingJobName.t | `Structure of (string * [> `Double of float | `Enum of string | `Integer of int | `List of [> `String of string ] list | `String of string | `Structure of (string * [> `Structure of (string * [> `Boolean of bool ]) 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