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public static interface ModelMonitoringServiceGrpc.AsyncService A service for creating and managing Vertex AI Model moitoring. This includes
ModelMonitor resources, ModelMonitoringJob resources.
Methods
createModelMonitor(CreateModelMonitorRequest request, StreamObserver<Operation> responseObserver)
public default void createModelMonitor(CreateModelMonitorRequest request, StreamObserver<Operation> responseObserver)Creates a ModelMonitor.
| Parameters | |
|---|---|
| Name | Description |
request |
CreateModelMonitorRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |
createModelMonitoringJob(CreateModelMonitoringJobRequest request, StreamObserver<ModelMonitoringJob> responseObserver)
public default void createModelMonitoringJob(CreateModelMonitoringJobRequest request, StreamObserver<ModelMonitoringJob> responseObserver)Creates a ModelMonitoringJob.
| Parameters | |
|---|---|
| Name | Description |
request |
CreateModelMonitoringJobRequest |
responseObserver |
io.grpc.stub.StreamObserver<ModelMonitoringJob> |
deleteModelMonitor(DeleteModelMonitorRequest request, StreamObserver<Operation> responseObserver)
public default void deleteModelMonitor(DeleteModelMonitorRequest request, StreamObserver<Operation> responseObserver)Deletes a ModelMonitor.
| Parameters | |
|---|---|
| Name | Description |
request |
DeleteModelMonitorRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |
deleteModelMonitoringJob(DeleteModelMonitoringJobRequest request, StreamObserver<Operation> responseObserver)
public default void deleteModelMonitoringJob(DeleteModelMonitoringJobRequest request, StreamObserver<Operation> responseObserver)Deletes a ModelMonitoringJob.
| Parameters | |
|---|---|
| Name | Description |
request |
DeleteModelMonitoringJobRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |
getModelMonitor(GetModelMonitorRequest request, StreamObserver<ModelMonitor> responseObserver)
public default void getModelMonitor(GetModelMonitorRequest request, StreamObserver<ModelMonitor> responseObserver)Gets a ModelMonitor.
| Parameters | |
|---|---|
| Name | Description |
request |
GetModelMonitorRequest |
responseObserver |
io.grpc.stub.StreamObserver<ModelMonitor> |
getModelMonitoringJob(GetModelMonitoringJobRequest request, StreamObserver<ModelMonitoringJob> responseObserver)
public default void getModelMonitoringJob(GetModelMonitoringJobRequest request, StreamObserver<ModelMonitoringJob> responseObserver)Gets a ModelMonitoringJob.
| Parameters | |
|---|---|
| Name | Description |
request |
GetModelMonitoringJobRequest |
responseObserver |
io.grpc.stub.StreamObserver<ModelMonitoringJob> |
listModelMonitoringJobs(ListModelMonitoringJobsRequest request, StreamObserver<ListModelMonitoringJobsResponse> responseObserver)
public default void listModelMonitoringJobs(ListModelMonitoringJobsRequest request, StreamObserver<ListModelMonitoringJobsResponse> responseObserver) Lists ModelMonitoringJobs.
Callers may choose to read across multiple Monitors as per
AIP-159 by using '-' (the hyphen or dash
character) as a wildcard character instead of modelMonitor id in the
parent. Format
projects/{project_id}/locations/{location}/moodelMonitors/-/modelMonitoringJobs
| Parameters | |
|---|---|
| Name | Description |
request |
ListModelMonitoringJobsRequest |
responseObserver |
io.grpc.stub.StreamObserver<ListModelMonitoringJobsResponse> |
listModelMonitors(ListModelMonitorsRequest request, StreamObserver<ListModelMonitorsResponse> responseObserver)
public default void listModelMonitors(ListModelMonitorsRequest request, StreamObserver<ListModelMonitorsResponse> responseObserver)Lists ModelMonitors in a Location.
| Parameters | |
|---|---|
| Name | Description |
request |
ListModelMonitorsRequest |
responseObserver |
io.grpc.stub.StreamObserver<ListModelMonitorsResponse> |
searchModelMonitoringAlerts(SearchModelMonitoringAlertsRequest request, StreamObserver<SearchModelMonitoringAlertsResponse> responseObserver)
public default void searchModelMonitoringAlerts(SearchModelMonitoringAlertsRequest request, StreamObserver<SearchModelMonitoringAlertsResponse> responseObserver)Returns the Model Monitoring alerts.
| Parameters | |
|---|---|
| Name | Description |
request |
SearchModelMonitoringAlertsRequest |
responseObserver |
io.grpc.stub.StreamObserver<SearchModelMonitoringAlertsResponse> |
searchModelMonitoringStats(SearchModelMonitoringStatsRequest request, StreamObserver<SearchModelMonitoringStatsResponse> responseObserver)
public default void searchModelMonitoringStats(SearchModelMonitoringStatsRequest request, StreamObserver<SearchModelMonitoringStatsResponse> responseObserver)Searches Model Monitoring Stats generated within a given time window.
| Parameters | |
|---|---|
| Name | Description |
request |
SearchModelMonitoringStatsRequest |
responseObserver |
io.grpc.stub.StreamObserver<SearchModelMonitoringStatsResponse> |
updateModelMonitor(UpdateModelMonitorRequest request, StreamObserver<Operation> responseObserver)
public default void updateModelMonitor(UpdateModelMonitorRequest request, StreamObserver<Operation> responseObserver)Updates a ModelMonitor.
| Parameters | |
|---|---|
| Name | Description |
request |
UpdateModelMonitorRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |