Class ModelMonitoringServiceGrpc.ModelMonitoringServiceFutureStub (3.49.0)

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.ModelMonitoringServiceFutureStub

Methods

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
Overrides
io.grpc.stub.AbstractStub.build(io.grpc.Channel,io.grpc.CallOptions)

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>