Searches Model Monitoring Statistics generated within a given time window.
Endpoint
post
https://{service-endpoint}/v1beta1/{modelDeploymentMonitoringJob}:searchModelDeploymentMonitoringStatsAnomalies
Where {service-endpoint}
is one of the supported service endpoints.
Path parameters
modelDeploymentMonitoringJob
string
Required. ModelDeploymentMonitoring Job resource name. Format: projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{modelDeploymentMonitoringJob}
Request body
The request body contains data with the following structure:
deployedModelId
string
Required. The DeployedModel id of the [ModelDeploymentMonitoringObjectiveConfig.deployed_model_id].
featureDisplayName
string
The feature display name. If specified, only return the stats belonging to this feature. Format: ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.feature_display_name
, example: "user_destination".
Required. Objectives of the stats to retrieve.
pageSize
integer
The standard list page size.
pageToken
string
A page token received from a previous JobService.SearchModelDeploymentMonitoringStatsAnomalies
call.
The earliest timestamp of stats being generated. If not set, indicates fetching stats till the earliest possible one.
A timestamp in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. Examples: "2014-10-02T15:01:23Z"
and "2014-10-02T15:01:23.045123456Z"
.
The latest timestamp of stats being generated. If not set, indicates feching stats till the latest possible one.
A timestamp in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. Examples: "2014-10-02T15:01:23Z"
and "2014-10-02T15:01:23.045123456Z"
.
Response body
Response message for JobService.SearchModelDeploymentMonitoringStatsAnomalies
.
If successful, the response body contains data with the following structure:
Stats retrieved for requested objectives. There are at most 1000 ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.prediction_stats
in the response.
nextPageToken
string
The page token that can be used by the next JobService.SearchModelDeploymentMonitoringStatsAnomalies
call.
JSON representation |
---|
{
"monitoringStats": [
{
object ( |
StatsAnomaliesObjective
Stats requested for specific objective.
topFeatureCount
integer
If set, all attribution scores between SearchModelDeploymentMonitoringStatsAnomaliesRequest.start_time
and SearchModelDeploymentMonitoringStatsAnomaliesRequest.end_time
are fetched, and page token doesn't take effect in this case. Only used to retrieve attribution score for the top Features which has the highest attribution score in the latest monitoring run.
JSON representation |
---|
{
"type": enum ( |