Class ModelMonitoringServiceGrpc.ModelMonitoringServiceFutureStub (3.44.0)

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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.ModelMonitoringServiceFutureStub

Inherited Members

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

io.grpc.stub.AbstractFutureStub.<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.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.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>