Class VizierServiceGrpc.VizierServiceFutureStub (3.77.0)
public static final class VizierServiceGrpc.VizierServiceFutureStub extends AbstractFutureStub<VizierServiceGrpc.VizierServiceFutureStub>
A stub to allow clients to do ListenableFuture-style rpc calls to service VizierService.
Vertex AI Vizier API.
Vertex AI Vizier is a service to solve blackbox optimization problems,
such as tuning machine learning hyperparameters and searching over deep
learning architectures.
Inheritance
java.lang.Object >
io.grpc.stub.AbstractStub >
io.grpc.stub.AbstractFutureStub >
VizierServiceGrpc.VizierServiceFutureStub
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(java.time.Duration)
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()
Methods
public ListenableFuture<Trial> addTrialMeasurement(AddTrialMeasurementRequest request)
Adds a measurement of the objective metrics to a Trial. This measurement
is assumed to have been taken before the Trial is complete.
| Returns |
| Type |
Description |
com.google.common.util.concurrent.ListenableFuture<Trial> |
|
protected VizierServiceGrpc.VizierServiceFutureStub build(Channel channel, CallOptions callOptions)
| Parameters |
| Name |
Description |
channel |
io.grpc.Channel
|
callOptions |
io.grpc.CallOptions
|
Overrides
io.grpc.stub.AbstractStub.build(io.grpc.Channel,io.grpc.CallOptions)
public ListenableFuture<Operation> checkTrialEarlyStoppingState(CheckTrialEarlyStoppingStateRequest request)
Checks whether a Trial should stop or not. Returns a
long-running operation. When the operation is successful,
it will contain a
CheckTrialEarlyStoppingStateResponse.
| Returns |
| Type |
Description |
com.google.common.util.concurrent.ListenableFuture<Operation> |
|
public ListenableFuture<Trial> completeTrial(CompleteTrialRequest request)
Marks a Trial as complete.
| Returns |
| Type |
Description |
com.google.common.util.concurrent.ListenableFuture<Trial> |
|
public ListenableFuture<Study> createStudy(CreateStudyRequest request)
Creates a Study. A resource name will be generated after creation of the
Study.
| Returns |
| Type |
Description |
com.google.common.util.concurrent.ListenableFuture<Study> |
|
public ListenableFuture<Trial> createTrial(CreateTrialRequest request)
Adds a user provided Trial to a Study.
| Returns |
| Type |
Description |
com.google.common.util.concurrent.ListenableFuture<Trial> |
|
public ListenableFuture<Empty> deleteStudy(DeleteStudyRequest request)
| Returns |
| Type |
Description |
com.google.common.util.concurrent.ListenableFuture<Empty> |
|
public ListenableFuture<Empty> deleteTrial(DeleteTrialRequest request)
| Returns |
| Type |
Description |
com.google.common.util.concurrent.ListenableFuture<Empty> |
|
public ListenableFuture<Study> getStudy(GetStudyRequest request)
| Returns |
| Type |
Description |
com.google.common.util.concurrent.ListenableFuture<Study> |
|
public ListenableFuture<Trial> getTrial(GetTrialRequest request)
| Returns |
| Type |
Description |
com.google.common.util.concurrent.ListenableFuture<Trial> |
|
public ListenableFuture<ListOptimalTrialsResponse> listOptimalTrials(ListOptimalTrialsRequest request)
public ListenableFuture<ListStudiesResponse> listStudies(ListStudiesRequest request)
Lists all the studies in a region for an associated project.
| Returns |
| Type |
Description |
com.google.common.util.concurrent.ListenableFuture<ListStudiesResponse> |
|
public ListenableFuture<ListTrialsResponse> listTrials(ListTrialsRequest request)
Lists the Trials associated with a Study.
| Returns |
| Type |
Description |
com.google.common.util.concurrent.ListenableFuture<ListTrialsResponse> |
|
public ListenableFuture<Study> lookupStudy(LookupStudyRequest request)
Looks a study up using the user-defined display_name field instead of the
fully qualified resource name.
| Returns |
| Type |
Description |
com.google.common.util.concurrent.ListenableFuture<Study> |
|
public ListenableFuture<Trial> stopTrial(StopTrialRequest request)
| Returns |
| Type |
Description |
com.google.common.util.concurrent.ListenableFuture<Trial> |
|
public ListenableFuture<Operation> suggestTrials(SuggestTrialsRequest request)
Adds one or more Trials to a Study, with parameter values
suggested by Vertex AI Vizier. Returns a long-running
operation associated with the generation of Trial suggestions.
When this long-running operation succeeds, it will contain
a
SuggestTrialsResponse.
| Returns |
| Type |
Description |
com.google.common.util.concurrent.ListenableFuture<Operation> |
|
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Last updated 2025-10-11 UTC.
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