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public static final class ModelMonitoringServiceGrpc.ModelMonitoringServiceBlockingStub extends AbstractBlockingStub<ModelMonitoringServiceGrpc.ModelMonitoringServiceBlockingStub>A stub to allow clients to do synchronous rpc calls to service ModelMonitoringService.
A service for creating and managing Vertex AI Model moitoring. This includes
ModelMonitor resources, ModelMonitoringJob resources.
Inheritance
java.lang.Object > io.grpc.stub.AbstractStub > io.grpc.stub.AbstractBlockingStub > ModelMonitoringServiceGrpc.ModelMonitoringServiceBlockingStubMethods
build(Channel channel, CallOptions callOptions)
protected ModelMonitoringServiceGrpc.ModelMonitoringServiceBlockingStub build(Channel channel, CallOptions callOptions)| Parameters | |
|---|---|
| Name | Description |
channel |
io.grpc.Channel |
callOptions |
io.grpc.CallOptions |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringServiceGrpc.ModelMonitoringServiceBlockingStub |
|
io.grpc.stub.AbstractStub.build(io.grpc.Channel,io.grpc.CallOptions)
createModelMonitor(CreateModelMonitorRequest request)
public Operation createModelMonitor(CreateModelMonitorRequest request)Creates a ModelMonitor.
| Parameter | |
|---|---|
| Name | Description |
request |
CreateModelMonitorRequest |
| Returns | |
|---|---|
| Type | Description |
Operation |
|
createModelMonitoringJob(CreateModelMonitoringJobRequest request)
public ModelMonitoringJob createModelMonitoringJob(CreateModelMonitoringJobRequest request)Creates a ModelMonitoringJob.
| Parameter | |
|---|---|
| Name | Description |
request |
CreateModelMonitoringJobRequest |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringJob |
|
deleteModelMonitor(DeleteModelMonitorRequest request)
public Operation deleteModelMonitor(DeleteModelMonitorRequest request)Deletes a ModelMonitor.
| Parameter | |
|---|---|
| Name | Description |
request |
DeleteModelMonitorRequest |
| Returns | |
|---|---|
| Type | Description |
Operation |
|
deleteModelMonitoringJob(DeleteModelMonitoringJobRequest request)
public Operation deleteModelMonitoringJob(DeleteModelMonitoringJobRequest request)Deletes a ModelMonitoringJob.
| Parameter | |
|---|---|
| Name | Description |
request |
DeleteModelMonitoringJobRequest |
| Returns | |
|---|---|
| Type | Description |
Operation |
|
getModelMonitor(GetModelMonitorRequest request)
public ModelMonitor getModelMonitor(GetModelMonitorRequest request)Gets a ModelMonitor.
| Parameter | |
|---|---|
| Name | Description |
request |
GetModelMonitorRequest |
| Returns | |
|---|---|
| Type | Description |
ModelMonitor |
|
getModelMonitoringJob(GetModelMonitoringJobRequest request)
public ModelMonitoringJob getModelMonitoringJob(GetModelMonitoringJobRequest request)Gets a ModelMonitoringJob.
| Parameter | |
|---|---|
| Name | Description |
request |
GetModelMonitoringJobRequest |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringJob |
|
listModelMonitoringJobs(ListModelMonitoringJobsRequest request)
public ListModelMonitoringJobsResponse listModelMonitoringJobs(ListModelMonitoringJobsRequest request) 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
| Parameter | |
|---|---|
| Name | Description |
request |
ListModelMonitoringJobsRequest |
| Returns | |
|---|---|
| Type | Description |
ListModelMonitoringJobsResponse |
|
listModelMonitors(ListModelMonitorsRequest request)
public ListModelMonitorsResponse listModelMonitors(ListModelMonitorsRequest request)Lists ModelMonitors in a Location.
| Parameter | |
|---|---|
| Name | Description |
request |
ListModelMonitorsRequest |
| Returns | |
|---|---|
| Type | Description |
ListModelMonitorsResponse |
|
searchModelMonitoringAlerts(SearchModelMonitoringAlertsRequest request)
public SearchModelMonitoringAlertsResponse searchModelMonitoringAlerts(SearchModelMonitoringAlertsRequest request)Returns the Model Monitoring alerts.
| Parameter | |
|---|---|
| Name | Description |
request |
SearchModelMonitoringAlertsRequest |
| Returns | |
|---|---|
| Type | Description |
SearchModelMonitoringAlertsResponse |
|
searchModelMonitoringStats(SearchModelMonitoringStatsRequest request)
public SearchModelMonitoringStatsResponse searchModelMonitoringStats(SearchModelMonitoringStatsRequest request)Searches Model Monitoring Stats generated within a given time window.
| Parameter | |
|---|---|
| Name | Description |
request |
SearchModelMonitoringStatsRequest |
| Returns | |
|---|---|
| Type | Description |
SearchModelMonitoringStatsResponse |
|
updateModelMonitor(UpdateModelMonitorRequest request)
public Operation updateModelMonitor(UpdateModelMonitorRequest request)Updates a ModelMonitor.
| Parameter | |
|---|---|
| Name | Description |
request |
UpdateModelMonitorRequest |
| Returns | |
|---|---|
| Type | Description |
Operation |
|