ModelDeploymentMonitoringScheduleConfig class final

The config for scheduling monitoring job.

Inheritance

Constructors

ModelDeploymentMonitoringScheduleConfig({required Duration? monitorInterval, Duration? monitorWindow})
ModelDeploymentMonitoringScheduleConfig.fromJson(Object? j): factory

hashCode → int: The hash code for this object.
no setterinherited
monitorInterval → Duration?: Required. The model monitoring job scheduling interval. It will be rounded up to next full hour. This defines how often the monitoring jobs are triggered.
final
monitorWindow → Duration?: The time window of the prediction data being included in each prediction dataset. This window specifies how long the data should be collected from historical model results for each run. If not set, ModelDeploymentMonitoringScheduleConfig.monitor_interval will be used. e.g. If currently the cutoff time is 2022-01-08 14:30:00 and the monitor_window is set to be 3600, then data from 2022-01-08 13:30:00 to 2022-01-08 14:30:00 will be retrieved and aggregated to calculate the monitoring statistics.
final
qualifiedName → String: The fully qualified name of this message, i.e., google.protobuf.Duration or google.rpc.ErrorInfo.
finalinherited
runtimeType → Type: A representation of the runtime type of the object.
no setterinherited

noSuchMethod(Invocation invocation) → dynamic: Invoked when a nonexistent method or property is accessed.
inherited
toJson() → Object: override
toString() → String: A string representation of this object.
override