Class ModelMonitoringServiceGrpc.ModelMonitoringServiceBlockingStub (3.50.0)

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.ModelMonitoringServiceBlockingStub

Methods

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
Overrides
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