Class ModelMonitoringServiceGrpc.ModelMonitoringServiceBlockingStub (3.53.0)

Version 3.53.0

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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.ModelMonitoringServiceBlockingStub

Inherited Members

io.grpc.stub.AbstractBlockingStub.<T>newStub(io.grpc.stub.AbstractStub.StubFactory<T>,io.grpc.Channel)

io.grpc.stub.AbstractBlockingStub.<T>newStub(io.grpc.stub.AbstractStub.StubFactory<T>,io.grpc.Channel,io.grpc.CallOptions)

io.grpc.stub.AbstractStub.<T>withOption(io.grpc.CallOptions.Key<T>,T)

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

io.grpc.stub.AbstractStub.getCallOptions()

io.grpc.stub.AbstractStub.getChannel()

io.grpc.stub.AbstractStub.withCallCredentials(io.grpc.CallCredentials)

io.grpc.stub.AbstractStub.withChannel(io.grpc.Channel)

io.grpc.stub.AbstractStub.withCompression(java.lang.String)

io.grpc.stub.AbstractStub.withDeadline(io.grpc.Deadline)

io.grpc.stub.AbstractStub.withDeadlineAfter(long,java.util.concurrent.TimeUnit)

io.grpc.stub.AbstractStub.withExecutor(java.util.concurrent.Executor)

io.grpc.stub.AbstractStub.withInterceptors(io.grpc.ClientInterceptor...)

io.grpc.stub.AbstractStub.withMaxInboundMessageSize(int)

io.grpc.stub.AbstractStub.withMaxOutboundMessageSize(int)

io.grpc.stub.AbstractStub.withOnReadyThreshold(int)

io.grpc.stub.AbstractStub.withWaitForReady()

Object.clone()

Object.equals(Object)

Object.finalize()

Object.getClass()

Object.hashCode()

Object.notify()

Object.notifyAll()

Object.toString()

Object.wait()

Object.wait(long)

Object.wait(long,int)

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