Searches Model Monitoring Statistics generated within a given time window.
HTTP request
POST https://{service-endpoint}/v1beta1/{modelDeploymentMonitoringJob}:searchModelDeploymentMonitoringStatsAnomalies
Where {service-endpoint}
is one of the supported service endpoints.
Path parameters
Parameters | |
---|---|
modelDeploymentMonitoringJob |
Required. ModelDeploymentMonitoring Job resource name. Format: |
Request body
The request body contains data with the following structure:
JSON representation |
---|
{
"deployedModelId": string,
"featureDisplayName": string,
"objectives": [
{
object ( |
Fields | |
---|---|
deployedModelId |
Required. The DeployedModel ID of the [ModelDeploymentMonitoringObjectiveConfig.deployed_model_id]. |
featureDisplayName |
The feature display name. If specified, only return the stats belonging to this feature. Format: |
objectives[] |
Required. Objectives of the stats to retrieve. |
pageSize |
The standard list page size. |
pageToken |
A page token received from a previous |
startTime |
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: |
endTime |
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: |
Response body
Response message for JobService.SearchModelDeploymentMonitoringStatsAnomalies
.
If successful, the response body contains data with the following structure:
JSON representation |
---|
{
"monitoringStats": [
{
object ( |
Fields | |
---|---|
monitoringStats[] |
Stats retrieved for requested objectives. There are at most 1000 |
nextPageToken |
The page token that can be used by the next |
Authorization scopes
Requires the following OAuth scope:
https://www.googleapis.com/auth/cloud-platform
For more information, see the Authentication Overview.
IAM Permissions
Requires the following IAM permission on the modelDeploymentMonitoringJob
resource:
aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies
For more information, see the IAM documentation.
StatsAnomaliesObjective
Stats requested for specific objective.
JSON representation |
---|
{
"type": enum ( |
Fields | |
---|---|
type |
|
topFeatureCount |
If set, all attribution scores between |