Class SearchModelDeploymentMonitoringStatsAnomaliesRequest (1.26.1)

  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_v1beta1.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.

Inheritance

builtins.object > proto.message.Message > SearchModelDeploymentMonitoringStatsAnomaliesRequest

Classes

StatsAnomaliesObjective

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

Stats requested for specific objective.