Class ModelMonitoringServiceGrpc.ModelMonitoringServiceStub (3.49.0)

Version 3.49.0

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public static final class ModelMonitoringServiceGrpc.ModelMonitoringServiceStub extends AbstractAsyncStub<ModelMonitoringServiceGrpc.ModelMonitoringServiceStub>

A stub to allow clients to do asynchronous 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.AbstractAsyncStub > ModelMonitoringServiceGrpc.ModelMonitoringServiceStub

Inherited Members

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

io.grpc.stub.AbstractAsyncStub.<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.ModelMonitoringServiceStub build(Channel channel, CallOptions callOptions)

Parameters
Name	Description
channel	io.grpc.Channel
callOptions	io.grpc.CallOptions

Returns
Type	Description
ModelMonitoringServiceGrpc.ModelMonitoringServiceStub

Overrides

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

createModelMonitor(CreateModelMonitorRequest request, StreamObserver<Operation> responseObserver)

public void createModelMonitor(CreateModelMonitorRequest request, StreamObserver<Operation> responseObserver)

Creates a ModelMonitor.

Parameters
Name	Description
request	CreateModelMonitorRequest
responseObserver	io.grpc.stub.StreamObserver<Operation>

createModelMonitoringJob(CreateModelMonitoringJobRequest request, StreamObserver<ModelMonitoringJob> responseObserver)

public void createModelMonitoringJob(CreateModelMonitoringJobRequest request, StreamObserver<ModelMonitoringJob> responseObserver)

Creates a ModelMonitoringJob.

Parameters
Name	Description
request	CreateModelMonitoringJobRequest
responseObserver	io.grpc.stub.StreamObserver<ModelMonitoringJob>

deleteModelMonitor(DeleteModelMonitorRequest request, StreamObserver<Operation> responseObserver)

public void deleteModelMonitor(DeleteModelMonitorRequest request, StreamObserver<Operation> responseObserver)

Deletes a ModelMonitor.

Parameters
Name	Description
request	DeleteModelMonitorRequest
responseObserver	io.grpc.stub.StreamObserver<Operation>

deleteModelMonitoringJob(DeleteModelMonitoringJobRequest request, StreamObserver<Operation> responseObserver)

public void deleteModelMonitoringJob(DeleteModelMonitoringJobRequest request, StreamObserver<Operation> responseObserver)

Deletes a ModelMonitoringJob.

Parameters
Name	Description
request	DeleteModelMonitoringJobRequest
responseObserver	io.grpc.stub.StreamObserver<Operation>

getModelMonitor(GetModelMonitorRequest request, StreamObserver<ModelMonitor> responseObserver)

public void getModelMonitor(GetModelMonitorRequest request, StreamObserver<ModelMonitor> responseObserver)

Gets a ModelMonitor.

Parameters
Name	Description
request	GetModelMonitorRequest
responseObserver	io.grpc.stub.StreamObserver<ModelMonitor>

getModelMonitoringJob(GetModelMonitoringJobRequest request, StreamObserver<ModelMonitoringJob> responseObserver)

public void getModelMonitoringJob(GetModelMonitoringJobRequest request, StreamObserver<ModelMonitoringJob> responseObserver)

Gets a ModelMonitoringJob.

Parameters
Name	Description
request	GetModelMonitoringJobRequest
responseObserver	io.grpc.stub.StreamObserver<ModelMonitoringJob>

listModelMonitoringJobs(ListModelMonitoringJobsRequest request, StreamObserver<ListModelMonitoringJobsResponse> responseObserver)

public void listModelMonitoringJobs(ListModelMonitoringJobsRequest request, StreamObserver<ListModelMonitoringJobsResponse> responseObserver)

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

Parameters
Name	Description
request	ListModelMonitoringJobsRequest
responseObserver	io.grpc.stub.StreamObserver<ListModelMonitoringJobsResponse>

listModelMonitors(ListModelMonitorsRequest request, StreamObserver<ListModelMonitorsResponse> responseObserver)

public void listModelMonitors(ListModelMonitorsRequest request, StreamObserver<ListModelMonitorsResponse> responseObserver)

Lists ModelMonitors in a Location.

Parameters
Name	Description
request	ListModelMonitorsRequest
responseObserver	io.grpc.stub.StreamObserver<ListModelMonitorsResponse>

searchModelMonitoringAlerts(SearchModelMonitoringAlertsRequest request, StreamObserver<SearchModelMonitoringAlertsResponse> responseObserver)

public void searchModelMonitoringAlerts(SearchModelMonitoringAlertsRequest request, StreamObserver<SearchModelMonitoringAlertsResponse> responseObserver)

Returns the Model Monitoring alerts.

Parameters
Name	Description
request	SearchModelMonitoringAlertsRequest
responseObserver	io.grpc.stub.StreamObserver<SearchModelMonitoringAlertsResponse>

searchModelMonitoringStats(SearchModelMonitoringStatsRequest request, StreamObserver<SearchModelMonitoringStatsResponse> responseObserver)

public void searchModelMonitoringStats(SearchModelMonitoringStatsRequest request, StreamObserver<SearchModelMonitoringStatsResponse> responseObserver)

Searches Model Monitoring Stats generated within a given time window.

Parameters
Name	Description
request	SearchModelMonitoringStatsRequest
responseObserver	io.grpc.stub.StreamObserver<SearchModelMonitoringStatsResponse>

updateModelMonitor(UpdateModelMonitorRequest request, StreamObserver<Operation> responseObserver)

public void updateModelMonitor(UpdateModelMonitorRequest request, StreamObserver<Operation> responseObserver)

Updates a ModelMonitor.

Parameters
Name	Description
request	UpdateModelMonitorRequest
responseObserver	io.grpc.stub.StreamObserver<Operation>