Class SearchModelDeploymentMonitoringStatsAnomaliesRequest (1.158.0)

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SearchModelDeploymentMonitoringStatsAnomaliesRequest(
    mapping=None, *, ignore_unknown_fields=False, **kwargs
)

Request message for JobService.SearchModelDeploymentMonitoringStatsAnomalies.

Attributes
Name	Description
model_deployment_monitoring_job	str Required. ModelDeploymentMonitoring Job resource name. Format: projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}
deployed_model_id	str Required. The DeployedModel ID of the [ModelDeploymentMonitoringObjectiveConfig.deployed_model_id].
feature_display_name	str The feature display name. If specified, only return the stats belonging to this feature. Format: ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.feature_display_name, example: "user_destination".
objectives	MutableSequence[google.cloud.aiplatform_v1.types.SearchModelDeploymentMonitoringStatsAnomaliesRequest.StatsAnomaliesObjective] Required. Objectives of the stats to retrieve.
page_size	int The standard list page size.
page_token	str A page token received from a previous JobService.SearchModelDeploymentMonitoringStatsAnomalies call.
start_time	google.protobuf.timestamp_pb2.Timestamp The earliest timestamp of stats being generated. If not set, indicates fetching stats till the earliest possible one.
end_time	google.protobuf.timestamp_pb2.Timestamp The latest timestamp of stats being generated. If not set, indicates feching stats till the latest possible one.

Classes

StatsAnomaliesObjective

StatsAnomaliesObjective(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Stats requested for specific objective.

Methods

SearchModelDeploymentMonitoringStatsAnomaliesRequest

SearchModelDeploymentMonitoringStatsAnomaliesRequest(
    mapping=None, *, ignore_unknown_fields=False, **kwargs
)

Request message for JobService.SearchModelDeploymentMonitoringStatsAnomalies.