Values_1.CreateModelQualityJobDefinitionRequestSourceCreates a definition for a job that monitors model quality and drift. For information about model monitor, see Amazon SageMaker AI Model Monitor.
type nonrec t = {jobDefinitionName : Values_0.MonitoringJobDefinitionName.t;The name of the monitoring job definition.
*)modelQualityBaselineConfig : ModelQualityBaselineConfig.t option;Specifies the constraints and baselines for the monitoring job.
*)modelQualityAppSpecification : ModelQualityAppSpecification.t;The container that runs the monitoring job.
*)modelQualityJobInput : ModelQualityJobInput.t;A list of the inputs that are monitored. Currently endpoints are supported.
*)modelQualityJobOutputConfig : Values_0.MonitoringOutputConfig.t;jobResources : Values_0.MonitoringResources.t;networkConfig : Values_0.MonitoringNetworkConfig.t option;Specifies the network configuration for the monitoring job.
*)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.
*)stoppingCondition : Values_0.MonitoringStoppingCondition.t option;}val 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 ->
tval 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 ]