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public static final class ModelMonitoringServiceGrpc.ModelMonitoringServiceFutureStub extends AbstractFutureStub<ModelMonitoringServiceGrpc.ModelMonitoringServiceFutureStub>
A stub to allow clients to do ListenableFuture-style 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.AbstractFutureStub > ModelMonitoringServiceGrpc.ModelMonitoringServiceFutureStubMethods
build(Channel channel, CallOptions callOptions)
protected ModelMonitoringServiceGrpc.ModelMonitoringServiceFutureStub build(Channel channel, CallOptions callOptions)
Parameters | |
---|---|
Name | Description |
channel |
io.grpc.Channel |
callOptions |
io.grpc.CallOptions |
Returns | |
---|---|
Type | Description |
ModelMonitoringServiceGrpc.ModelMonitoringServiceFutureStub |
createModelMonitor(CreateModelMonitorRequest request)
public ListenableFuture<Operation> createModelMonitor(CreateModelMonitorRequest request)
Creates a ModelMonitor.
Parameter | |
---|---|
Name | Description |
request |
CreateModelMonitorRequest |
Returns | |
---|---|
Type | Description |
com.google.common.util.concurrent.ListenableFuture<Operation> |
createModelMonitoringJob(CreateModelMonitoringJobRequest request)
public ListenableFuture<ModelMonitoringJob> createModelMonitoringJob(CreateModelMonitoringJobRequest request)
Creates a ModelMonitoringJob.
Parameter | |
---|---|
Name | Description |
request |
CreateModelMonitoringJobRequest |
Returns | |
---|---|
Type | Description |
com.google.common.util.concurrent.ListenableFuture<ModelMonitoringJob> |
deleteModelMonitor(DeleteModelMonitorRequest request)
public ListenableFuture<Operation> deleteModelMonitor(DeleteModelMonitorRequest request)
Deletes a ModelMonitor.
Parameter | |
---|---|
Name | Description |
request |
DeleteModelMonitorRequest |
Returns | |
---|---|
Type | Description |
com.google.common.util.concurrent.ListenableFuture<Operation> |
deleteModelMonitoringJob(DeleteModelMonitoringJobRequest request)
public ListenableFuture<Operation> deleteModelMonitoringJob(DeleteModelMonitoringJobRequest request)
Deletes a ModelMonitoringJob.
Parameter | |
---|---|
Name | Description |
request |
DeleteModelMonitoringJobRequest |
Returns | |
---|---|
Type | Description |
com.google.common.util.concurrent.ListenableFuture<Operation> |
getModelMonitor(GetModelMonitorRequest request)
public ListenableFuture<ModelMonitor> getModelMonitor(GetModelMonitorRequest request)
Gets a ModelMonitor.
Parameter | |
---|---|
Name | Description |
request |
GetModelMonitorRequest |
Returns | |
---|---|
Type | Description |
com.google.common.util.concurrent.ListenableFuture<ModelMonitor> |
getModelMonitoringJob(GetModelMonitoringJobRequest request)
public ListenableFuture<ModelMonitoringJob> getModelMonitoringJob(GetModelMonitoringJobRequest request)
Gets a ModelMonitoringJob.
Parameter | |
---|---|
Name | Description |
request |
GetModelMonitoringJobRequest |
Returns | |
---|---|
Type | Description |
com.google.common.util.concurrent.ListenableFuture<ModelMonitoringJob> |
listModelMonitoringJobs(ListModelMonitoringJobsRequest request)
public ListenableFuture<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 |
com.google.common.util.concurrent.ListenableFuture<ListModelMonitoringJobsResponse> |
listModelMonitors(ListModelMonitorsRequest request)
public ListenableFuture<ListModelMonitorsResponse> listModelMonitors(ListModelMonitorsRequest request)
Lists ModelMonitors in a Location.
Parameter | |
---|---|
Name | Description |
request |
ListModelMonitorsRequest |
Returns | |
---|---|
Type | Description |
com.google.common.util.concurrent.ListenableFuture<ListModelMonitorsResponse> |
searchModelMonitoringAlerts(SearchModelMonitoringAlertsRequest request)
public ListenableFuture<SearchModelMonitoringAlertsResponse> searchModelMonitoringAlerts(SearchModelMonitoringAlertsRequest request)
Returns the Model Monitoring alerts.
Parameter | |
---|---|
Name | Description |
request |
SearchModelMonitoringAlertsRequest |
Returns | |
---|---|
Type | Description |
com.google.common.util.concurrent.ListenableFuture<SearchModelMonitoringAlertsResponse> |
searchModelMonitoringStats(SearchModelMonitoringStatsRequest request)
public ListenableFuture<SearchModelMonitoringStatsResponse> searchModelMonitoringStats(SearchModelMonitoringStatsRequest request)
Searches Model Monitoring Stats generated within a given time window.
Parameter | |
---|---|
Name | Description |
request |
SearchModelMonitoringStatsRequest |
Returns | |
---|---|
Type | Description |
com.google.common.util.concurrent.ListenableFuture<SearchModelMonitoringStatsResponse> |
updateModelMonitor(UpdateModelMonitorRequest request)
public ListenableFuture<Operation> updateModelMonitor(UpdateModelMonitorRequest request)
Updates a ModelMonitor.
Parameter | |
---|---|
Name | Description |
request |
UpdateModelMonitorRequest |
Returns | |
---|---|
Type | Description |
com.google.common.util.concurrent.ListenableFuture<Operation> |