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Java client for Google Cloud Vertex AI services.
/*
* Copyright 2024 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package com.google.cloud.aiplatform.v1;
import com.google.api.core.ApiFuture;
import com.google.api.core.ApiFutures;
import com.google.api.gax.core.BackgroundResource;
import com.google.api.gax.longrunning.OperationFuture;
import com.google.api.gax.paging.AbstractFixedSizeCollection;
import com.google.api.gax.paging.AbstractPage;
import com.google.api.gax.paging.AbstractPagedListResponse;
import com.google.api.gax.rpc.OperationCallable;
import com.google.api.gax.rpc.PageContext;
import com.google.api.gax.rpc.UnaryCallable;
import com.google.cloud.aiplatform.v1.stub.VizierServiceStub;
import com.google.cloud.aiplatform.v1.stub.VizierServiceStubSettings;
import com.google.cloud.location.GetLocationRequest;
import com.google.cloud.location.ListLocationsRequest;
import com.google.cloud.location.ListLocationsResponse;
import com.google.cloud.location.Location;
import com.google.common.util.concurrent.MoreExecutors;
import com.google.iam.v1.GetIamPolicyRequest;
import com.google.iam.v1.Policy;
import com.google.iam.v1.SetIamPolicyRequest;
import com.google.iam.v1.TestIamPermissionsRequest;
import com.google.iam.v1.TestIamPermissionsResponse;
import com.google.longrunning.Operation;
import com.google.longrunning.OperationsClient;
import com.google.protobuf.Empty;
import java.io.IOException;
import java.util.List;
import java.util.concurrent.TimeUnit;
import javax.annotation.Generated;
// AUTO-GENERATED DOCUMENTATION AND CLASS.
/**
* Service Description: 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.
*
*
This class provides the ability to make remote calls to the backing service through method
* calls that map to API methods. Sample code to get started:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
* Study study = Study.newBuilder().build();
* Study response = vizierServiceClient.createStudy(parent, study);
* }
* }
*
* Note: close() needs to be called on the VizierServiceClient object to clean up resources such
* as threads. In the example above, try-with-resources is used, which automatically calls close().
*
*
* Methods
*
* Method
* Description
* Method Variants
*
*
* CreateStudy
Creates a Study. A resource name will be generated after creation of the Study.
* Request object method variants only take one parameter, a request object, which must be constructed before the call.
*
* createStudy(CreateStudyRequest request)
*
* "Flattened" method variants have converted the fields of the request object into function parameters to enable multiple ways to call the same method.
*
* createStudy(LocationName parent, Study study)
*
createStudy(String parent, Study study)
*
* Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
*
* createStudyCallable()
*
*
*
*
* GetStudy
Gets a Study by name.
* Request object method variants only take one parameter, a request object, which must be constructed before the call.
*
* getStudy(GetStudyRequest request)
*
* "Flattened" method variants have converted the fields of the request object into function parameters to enable multiple ways to call the same method.
*
* getStudy(StudyName name)
*
getStudy(String name)
*
* Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
*
* getStudyCallable()
*
*
*
*
* ListStudies
Lists all the studies in a region for an associated project.
* Request object method variants only take one parameter, a request object, which must be constructed before the call.
*
* listStudies(ListStudiesRequest request)
*
* "Flattened" method variants have converted the fields of the request object into function parameters to enable multiple ways to call the same method.
*
* listStudies(LocationName parent)
*
listStudies(String parent)
*
* Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
*
* listStudiesPagedCallable()
*
listStudiesCallable()
*
*
*
*
* DeleteStudy
Deletes a Study.
* Request object method variants only take one parameter, a request object, which must be constructed before the call.
*
* deleteStudy(DeleteStudyRequest request)
*
* "Flattened" method variants have converted the fields of the request object into function parameters to enable multiple ways to call the same method.
*
* deleteStudy(StudyName name)
*
deleteStudy(String name)
*
* Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
*
* deleteStudyCallable()
*
*
*
*
* LookupStudy
Looks a study up using the user-defined display_name field instead of the fully qualified resource name.
* Request object method variants only take one parameter, a request object, which must be constructed before the call.
*
* lookupStudy(LookupStudyRequest request)
*
* "Flattened" method variants have converted the fields of the request object into function parameters to enable multiple ways to call the same method.
*
* lookupStudy(LocationName parent)
*
lookupStudy(String parent)
*
* Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
*
* lookupStudyCallable()
*
*
*
*
* SuggestTrials
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][google.cloud.aiplatform.v1.SuggestTrialsResponse].
* Request object method variants only take one parameter, a request object, which must be constructed before the call.
*
* suggestTrialsAsync(SuggestTrialsRequest request)
*
* Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
*
* suggestTrialsOperationCallable()
*
suggestTrialsCallable()
*
*
*
*
* CreateTrial
Adds a user provided Trial to a Study.
* Request object method variants only take one parameter, a request object, which must be constructed before the call.
*
* createTrial(CreateTrialRequest request)
*
* "Flattened" method variants have converted the fields of the request object into function parameters to enable multiple ways to call the same method.
*
* createTrial(StudyName parent, Trial trial)
*
createTrial(String parent, Trial trial)
*
* Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
*
* createTrialCallable()
*
*
*
*
* GetTrial
Gets a Trial.
* Request object method variants only take one parameter, a request object, which must be constructed before the call.
*
* getTrial(GetTrialRequest request)
*
* "Flattened" method variants have converted the fields of the request object into function parameters to enable multiple ways to call the same method.
*
* getTrial(TrialName name)
*
getTrial(String name)
*
* Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
*
* getTrialCallable()
*
*
*
*
* ListTrials
Lists the Trials associated with a Study.
* Request object method variants only take one parameter, a request object, which must be constructed before the call.
*
* listTrials(ListTrialsRequest request)
*
* "Flattened" method variants have converted the fields of the request object into function parameters to enable multiple ways to call the same method.
*
* listTrials(StudyName parent)
*
listTrials(String parent)
*
* Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
*
* listTrialsPagedCallable()
*
listTrialsCallable()
*
*
*
*
* AddTrialMeasurement
Adds a measurement of the objective metrics to a Trial. This measurement is assumed to have been taken before the Trial is complete.
* Request object method variants only take one parameter, a request object, which must be constructed before the call.
*
* addTrialMeasurement(AddTrialMeasurementRequest request)
*
* Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
*
* addTrialMeasurementCallable()
*
*
*
*
* CompleteTrial
Marks a Trial as complete.
* Request object method variants only take one parameter, a request object, which must be constructed before the call.
*
* completeTrial(CompleteTrialRequest request)
*
* Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
*
* completeTrialCallable()
*
*
*
*
* DeleteTrial
Deletes a Trial.
* Request object method variants only take one parameter, a request object, which must be constructed before the call.
*
* deleteTrial(DeleteTrialRequest request)
*
* "Flattened" method variants have converted the fields of the request object into function parameters to enable multiple ways to call the same method.
*
* deleteTrial(TrialName name)
*
deleteTrial(String name)
*
* Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
*
* deleteTrialCallable()
*
*
*
*
* CheckTrialEarlyStoppingState
Checks whether a Trial should stop or not. Returns a long-running operation. When the operation is successful, it will contain a [CheckTrialEarlyStoppingStateResponse][google.cloud.aiplatform.v1.CheckTrialEarlyStoppingStateResponse].
* Request object method variants only take one parameter, a request object, which must be constructed before the call.
*
* checkTrialEarlyStoppingStateAsync(CheckTrialEarlyStoppingStateRequest request)
*
* Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
*
* checkTrialEarlyStoppingStateOperationCallable()
*
checkTrialEarlyStoppingStateCallable()
*
*
*
*
* StopTrial
Stops a Trial.
* Request object method variants only take one parameter, a request object, which must be constructed before the call.
*
* stopTrial(StopTrialRequest request)
*
* Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
*
* stopTrialCallable()
*
*
*
*
* ListOptimalTrials
Lists the pareto-optimal Trials for multi-objective Study or the optimal Trials for single-objective Study. The definition of pareto-optimal can be checked in wiki page. https://en.wikipedia.org/wiki/Pareto_efficiency
* Request object method variants only take one parameter, a request object, which must be constructed before the call.
*
* listOptimalTrials(ListOptimalTrialsRequest request)
*
* "Flattened" method variants have converted the fields of the request object into function parameters to enable multiple ways to call the same method.
*
* listOptimalTrials(StudyName parent)
*
listOptimalTrials(String parent)
*
* Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
*
* listOptimalTrialsCallable()
*
*
*
*
* ListLocations
Lists information about the supported locations for this service.
* Request object method variants only take one parameter, a request object, which must be constructed before the call.
*
* listLocations(ListLocationsRequest request)
*
* Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
*
* listLocationsPagedCallable()
*
listLocationsCallable()
*
*
*
*
* GetLocation
Gets information about a location.
* Request object method variants only take one parameter, a request object, which must be constructed before the call.
*
* getLocation(GetLocationRequest request)
*
* Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
*
* getLocationCallable()
*
*
*
*
* SetIamPolicy
Sets the access control policy on the specified resource. Replacesany existing policy.
*
Can return `NOT_FOUND`, `INVALID_ARGUMENT`, and `PERMISSION_DENIED`errors.
* Request object method variants only take one parameter, a request object, which must be constructed before the call.
*
* setIamPolicy(SetIamPolicyRequest request)
*
* Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
*
* setIamPolicyCallable()
*
*
*
*
* GetIamPolicy
Gets the access control policy for a resource. Returns an empty policyif the resource exists and does not have a policy set.
* Request object method variants only take one parameter, a request object, which must be constructed before the call.
*
* getIamPolicy(GetIamPolicyRequest request)
*
* Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
*
* getIamPolicyCallable()
*
*
*
*
* TestIamPermissions
Returns permissions that a caller has on the specified resource. If theresource does not exist, this will return an empty set ofpermissions, not a `NOT_FOUND` error.
*
Note: This operation is designed to be used for buildingpermission-aware UIs and command-line tools, not for authorizationchecking. This operation may "fail open" without warning.
* Request object method variants only take one parameter, a request object, which must be constructed before the call.
*
* testIamPermissions(TestIamPermissionsRequest request)
*
* Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
*
* testIamPermissionsCallable()
*
*
*
*
*
* See the individual methods for example code.
*
*
Many parameters require resource names to be formatted in a particular way. To assist with
* these names, this class includes a format method for each type of name, and additionally a parse
* method to extract the individual identifiers contained within names that are returned.
*
*
This class can be customized by passing in a custom instance of VizierServiceSettings to
* create(). For example:
*
*
To customize credentials:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* VizierServiceSettings vizierServiceSettings =
* VizierServiceSettings.newBuilder()
* .setCredentialsProvider(FixedCredentialsProvider.create(myCredentials))
* .build();
* VizierServiceClient vizierServiceClient = VizierServiceClient.create(vizierServiceSettings);
* }
*
* To customize the endpoint:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* VizierServiceSettings vizierServiceSettings =
* VizierServiceSettings.newBuilder().setEndpoint(myEndpoint).build();
* VizierServiceClient vizierServiceClient = VizierServiceClient.create(vizierServiceSettings);
* }
*
* Please refer to the GitHub repository's samples for more quickstart code snippets.
*/
@Generated("by gapic-generator-java")
public class VizierServiceClient implements BackgroundResource {
private final VizierServiceSettings settings;
private final VizierServiceStub stub;
private final OperationsClient operationsClient;
/** Constructs an instance of VizierServiceClient with default settings. */
public static final VizierServiceClient create() throws IOException {
return create(VizierServiceSettings.newBuilder().build());
}
/**
* Constructs an instance of VizierServiceClient, using the given settings. The channels are
* created based on the settings passed in, or defaults for any settings that are not set.
*/
public static final VizierServiceClient create(VizierServiceSettings settings)
throws IOException {
return new VizierServiceClient(settings);
}
/**
* Constructs an instance of VizierServiceClient, using the given stub for making calls. This is
* for advanced usage - prefer using create(VizierServiceSettings).
*/
public static final VizierServiceClient create(VizierServiceStub stub) {
return new VizierServiceClient(stub);
}
/**
* Constructs an instance of VizierServiceClient, using the given settings. This is protected so
* that it is easy to make a subclass, but otherwise, the static factory methods should be
* preferred.
*/
protected VizierServiceClient(VizierServiceSettings settings) throws IOException {
this.settings = settings;
this.stub = ((VizierServiceStubSettings) settings.getStubSettings()).createStub();
this.operationsClient = OperationsClient.create(this.stub.getOperationsStub());
}
protected VizierServiceClient(VizierServiceStub stub) {
this.settings = null;
this.stub = stub;
this.operationsClient = OperationsClient.create(this.stub.getOperationsStub());
}
public final VizierServiceSettings getSettings() {
return settings;
}
public VizierServiceStub getStub() {
return stub;
}
/**
* Returns the OperationsClient that can be used to query the status of a long-running operation
* returned by another API method call.
*/
public final OperationsClient getOperationsClient() {
return operationsClient;
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Creates a Study. A resource name will be generated after creation of the Study.
*
*
Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
* Study study = Study.newBuilder().build();
* Study response = vizierServiceClient.createStudy(parent, study);
* }
* }
*
* @param parent Required. The resource name of the Location to create the CustomJob in. Format:
* `projects/{project}/locations/{location}`
* @param study Required. The Study configuration used to create the Study.
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final Study createStudy(LocationName parent, Study study) {
CreateStudyRequest request =
CreateStudyRequest.newBuilder()
.setParent(parent == null ? null : parent.toString())
.setStudy(study)
.build();
return createStudy(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Creates a Study. A resource name will be generated after creation of the Study.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
* Study study = Study.newBuilder().build();
* Study response = vizierServiceClient.createStudy(parent, study);
* }
* }
*
* @param parent Required. The resource name of the Location to create the CustomJob in. Format:
* `projects/{project}/locations/{location}`
* @param study Required. The Study configuration used to create the Study.
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final Study createStudy(String parent, Study study) {
CreateStudyRequest request =
CreateStudyRequest.newBuilder().setParent(parent).setStudy(study).build();
return createStudy(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Creates a Study. A resource name will be generated after creation of the Study.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* CreateStudyRequest request =
* CreateStudyRequest.newBuilder()
* .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
* .setStudy(Study.newBuilder().build())
* .build();
* Study response = vizierServiceClient.createStudy(request);
* }
* }
*
* @param request The request object containing all of the parameters for the API call.
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final Study createStudy(CreateStudyRequest request) {
return createStudyCallable().call(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Creates a Study. A resource name will be generated after creation of the Study.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* CreateStudyRequest request =
* CreateStudyRequest.newBuilder()
* .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
* .setStudy(Study.newBuilder().build())
* .build();
* ApiFuture future = vizierServiceClient.createStudyCallable().futureCall(request);
* // Do something.
* Study response = future.get();
* }
* }
*/
public final UnaryCallable createStudyCallable() {
return stub.createStudyCallable();
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Gets a Study by name.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* StudyName name = StudyName.of("[PROJECT]", "[LOCATION]", "[STUDY]");
* Study response = vizierServiceClient.getStudy(name);
* }
* }
*
* @param name Required. The name of the Study resource. Format:
* `projects/{project}/locations/{location}/studies/{study}`
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final Study getStudy(StudyName name) {
GetStudyRequest request =
GetStudyRequest.newBuilder().setName(name == null ? null : name.toString()).build();
return getStudy(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Gets a Study by name.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* String name = StudyName.of("[PROJECT]", "[LOCATION]", "[STUDY]").toString();
* Study response = vizierServiceClient.getStudy(name);
* }
* }
*
* @param name Required. The name of the Study resource. Format:
* `projects/{project}/locations/{location}/studies/{study}`
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final Study getStudy(String name) {
GetStudyRequest request = GetStudyRequest.newBuilder().setName(name).build();
return getStudy(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Gets a Study by name.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* GetStudyRequest request =
* GetStudyRequest.newBuilder()
* .setName(StudyName.of("[PROJECT]", "[LOCATION]", "[STUDY]").toString())
* .build();
* Study response = vizierServiceClient.getStudy(request);
* }
* }
*
* @param request The request object containing all of the parameters for the API call.
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final Study getStudy(GetStudyRequest request) {
return getStudyCallable().call(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Gets a Study by name.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* GetStudyRequest request =
* GetStudyRequest.newBuilder()
* .setName(StudyName.of("[PROJECT]", "[LOCATION]", "[STUDY]").toString())
* .build();
* ApiFuture future = vizierServiceClient.getStudyCallable().futureCall(request);
* // Do something.
* Study response = future.get();
* }
* }
*/
public final UnaryCallable getStudyCallable() {
return stub.getStudyCallable();
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Lists all the studies in a region for an associated project.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
* for (Study element : vizierServiceClient.listStudies(parent).iterateAll()) {
* // doThingsWith(element);
* }
* }
* }
*
* @param parent Required. The resource name of the Location to list the Study from. Format:
* `projects/{project}/locations/{location}`
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final ListStudiesPagedResponse listStudies(LocationName parent) {
ListStudiesRequest request =
ListStudiesRequest.newBuilder()
.setParent(parent == null ? null : parent.toString())
.build();
return listStudies(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Lists all the studies in a region for an associated project.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
* for (Study element : vizierServiceClient.listStudies(parent).iterateAll()) {
* // doThingsWith(element);
* }
* }
* }
*
* @param parent Required. The resource name of the Location to list the Study from. Format:
* `projects/{project}/locations/{location}`
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final ListStudiesPagedResponse listStudies(String parent) {
ListStudiesRequest request = ListStudiesRequest.newBuilder().setParent(parent).build();
return listStudies(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Lists all the studies in a region for an associated project.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* ListStudiesRequest request =
* ListStudiesRequest.newBuilder()
* .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
* .setPageToken("pageToken873572522")
* .setPageSize(883849137)
* .build();
* for (Study element : vizierServiceClient.listStudies(request).iterateAll()) {
* // doThingsWith(element);
* }
* }
* }
*
* @param request The request object containing all of the parameters for the API call.
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final ListStudiesPagedResponse listStudies(ListStudiesRequest request) {
return listStudiesPagedCallable().call(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Lists all the studies in a region for an associated project.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* ListStudiesRequest request =
* ListStudiesRequest.newBuilder()
* .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
* .setPageToken("pageToken873572522")
* .setPageSize(883849137)
* .build();
* ApiFuture future = vizierServiceClient.listStudiesPagedCallable().futureCall(request);
* // Do something.
* for (Study element : future.get().iterateAll()) {
* // doThingsWith(element);
* }
* }
* }
*/
public final UnaryCallable
listStudiesPagedCallable() {
return stub.listStudiesPagedCallable();
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Lists all the studies in a region for an associated project.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* ListStudiesRequest request =
* ListStudiesRequest.newBuilder()
* .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
* .setPageToken("pageToken873572522")
* .setPageSize(883849137)
* .build();
* while (true) {
* ListStudiesResponse response = vizierServiceClient.listStudiesCallable().call(request);
* for (Study element : response.getStudiesList()) {
* // doThingsWith(element);
* }
* String nextPageToken = response.getNextPageToken();
* if (!Strings.isNullOrEmpty(nextPageToken)) {
* request = request.toBuilder().setPageToken(nextPageToken).build();
* } else {
* break;
* }
* }
* }
* }
*/
public final UnaryCallable listStudiesCallable() {
return stub.listStudiesCallable();
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Deletes a Study.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* StudyName name = StudyName.of("[PROJECT]", "[LOCATION]", "[STUDY]");
* vizierServiceClient.deleteStudy(name);
* }
* }
*
* @param name Required. The name of the Study resource to be deleted. Format:
* `projects/{project}/locations/{location}/studies/{study}`
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final void deleteStudy(StudyName name) {
DeleteStudyRequest request =
DeleteStudyRequest.newBuilder().setName(name == null ? null : name.toString()).build();
deleteStudy(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Deletes a Study.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* String name = StudyName.of("[PROJECT]", "[LOCATION]", "[STUDY]").toString();
* vizierServiceClient.deleteStudy(name);
* }
* }
*
* @param name Required. The name of the Study resource to be deleted. Format:
* `projects/{project}/locations/{location}/studies/{study}`
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final void deleteStudy(String name) {
DeleteStudyRequest request = DeleteStudyRequest.newBuilder().setName(name).build();
deleteStudy(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Deletes a Study.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* DeleteStudyRequest request =
* DeleteStudyRequest.newBuilder()
* .setName(StudyName.of("[PROJECT]", "[LOCATION]", "[STUDY]").toString())
* .build();
* vizierServiceClient.deleteStudy(request);
* }
* }
*
* @param request The request object containing all of the parameters for the API call.
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final void deleteStudy(DeleteStudyRequest request) {
deleteStudyCallable().call(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Deletes a Study.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* DeleteStudyRequest request =
* DeleteStudyRequest.newBuilder()
* .setName(StudyName.of("[PROJECT]", "[LOCATION]", "[STUDY]").toString())
* .build();
* ApiFuture future = vizierServiceClient.deleteStudyCallable().futureCall(request);
* // Do something.
* future.get();
* }
* }
*/
public final UnaryCallable deleteStudyCallable() {
return stub.deleteStudyCallable();
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Looks a study up using the user-defined display_name field instead of the fully qualified
* resource name.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
* Study response = vizierServiceClient.lookupStudy(parent);
* }
* }
*
* @param parent Required. The resource name of the Location to get the Study from. Format:
* `projects/{project}/locations/{location}`
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final Study lookupStudy(LocationName parent) {
LookupStudyRequest request =
LookupStudyRequest.newBuilder()
.setParent(parent == null ? null : parent.toString())
.build();
return lookupStudy(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Looks a study up using the user-defined display_name field instead of the fully qualified
* resource name.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
* Study response = vizierServiceClient.lookupStudy(parent);
* }
* }
*
* @param parent Required. The resource name of the Location to get the Study from. Format:
* `projects/{project}/locations/{location}`
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final Study lookupStudy(String parent) {
LookupStudyRequest request = LookupStudyRequest.newBuilder().setParent(parent).build();
return lookupStudy(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Looks a study up using the user-defined display_name field instead of the fully qualified
* resource name.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* LookupStudyRequest request =
* LookupStudyRequest.newBuilder()
* .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
* .setDisplayName("displayName1714148973")
* .build();
* Study response = vizierServiceClient.lookupStudy(request);
* }
* }
*
* @param request The request object containing all of the parameters for the API call.
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final Study lookupStudy(LookupStudyRequest request) {
return lookupStudyCallable().call(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Looks a study up using the user-defined display_name field instead of the fully qualified
* resource name.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* LookupStudyRequest request =
* LookupStudyRequest.newBuilder()
* .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
* .setDisplayName("displayName1714148973")
* .build();
* ApiFuture future = vizierServiceClient.lookupStudyCallable().futureCall(request);
* // Do something.
* Study response = future.get();
* }
* }
*/
public final UnaryCallable lookupStudyCallable() {
return stub.lookupStudyCallable();
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* 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][google.cloud.aiplatform.v1.SuggestTrialsResponse].
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* SuggestTrialsRequest request =
* SuggestTrialsRequest.newBuilder()
* .setParent(StudyName.of("[PROJECT]", "[LOCATION]", "[STUDY]").toString())
* .setSuggestionCount(390130452)
* .setClientId("clientId908408390")
* .addAllContexts(new ArrayList())
* .build();
* SuggestTrialsResponse response = vizierServiceClient.suggestTrialsAsync(request).get();
* }
* }
*
* @param request The request object containing all of the parameters for the API call.
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final OperationFuture suggestTrialsAsync(
SuggestTrialsRequest request) {
return suggestTrialsOperationCallable().futureCall(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* 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][google.cloud.aiplatform.v1.SuggestTrialsResponse].
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* SuggestTrialsRequest request =
* SuggestTrialsRequest.newBuilder()
* .setParent(StudyName.of("[PROJECT]", "[LOCATION]", "[STUDY]").toString())
* .setSuggestionCount(390130452)
* .setClientId("clientId908408390")
* .addAllContexts(new ArrayList())
* .build();
* OperationFuture future =
* vizierServiceClient.suggestTrialsOperationCallable().futureCall(request);
* // Do something.
* SuggestTrialsResponse response = future.get();
* }
* }
*/
public final OperationCallable
suggestTrialsOperationCallable() {
return stub.suggestTrialsOperationCallable();
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* 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][google.cloud.aiplatform.v1.SuggestTrialsResponse].
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* SuggestTrialsRequest request =
* SuggestTrialsRequest.newBuilder()
* .setParent(StudyName.of("[PROJECT]", "[LOCATION]", "[STUDY]").toString())
* .setSuggestionCount(390130452)
* .setClientId("clientId908408390")
* .addAllContexts(new ArrayList())
* .build();
* ApiFuture future = vizierServiceClient.suggestTrialsCallable().futureCall(request);
* // Do something.
* Operation response = future.get();
* }
* }
*/
public final UnaryCallable suggestTrialsCallable() {
return stub.suggestTrialsCallable();
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Adds a user provided Trial to a Study.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* StudyName parent = StudyName.of("[PROJECT]", "[LOCATION]", "[STUDY]");
* Trial trial = Trial.newBuilder().build();
* Trial response = vizierServiceClient.createTrial(parent, trial);
* }
* }
*
* @param parent Required. The resource name of the Study to create the Trial in. Format:
* `projects/{project}/locations/{location}/studies/{study}`
* @param trial Required. The Trial to create.
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final Trial createTrial(StudyName parent, Trial trial) {
CreateTrialRequest request =
CreateTrialRequest.newBuilder()
.setParent(parent == null ? null : parent.toString())
.setTrial(trial)
.build();
return createTrial(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Adds a user provided Trial to a Study.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* String parent = StudyName.of("[PROJECT]", "[LOCATION]", "[STUDY]").toString();
* Trial trial = Trial.newBuilder().build();
* Trial response = vizierServiceClient.createTrial(parent, trial);
* }
* }
*
* @param parent Required. The resource name of the Study to create the Trial in. Format:
* `projects/{project}/locations/{location}/studies/{study}`
* @param trial Required. The Trial to create.
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final Trial createTrial(String parent, Trial trial) {
CreateTrialRequest request =
CreateTrialRequest.newBuilder().setParent(parent).setTrial(trial).build();
return createTrial(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Adds a user provided Trial to a Study.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* CreateTrialRequest request =
* CreateTrialRequest.newBuilder()
* .setParent(StudyName.of("[PROJECT]", "[LOCATION]", "[STUDY]").toString())
* .setTrial(Trial.newBuilder().build())
* .build();
* Trial response = vizierServiceClient.createTrial(request);
* }
* }
*
* @param request The request object containing all of the parameters for the API call.
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final Trial createTrial(CreateTrialRequest request) {
return createTrialCallable().call(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Adds a user provided Trial to a Study.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* CreateTrialRequest request =
* CreateTrialRequest.newBuilder()
* .setParent(StudyName.of("[PROJECT]", "[LOCATION]", "[STUDY]").toString())
* .setTrial(Trial.newBuilder().build())
* .build();
* ApiFuture future = vizierServiceClient.createTrialCallable().futureCall(request);
* // Do something.
* Trial response = future.get();
* }
* }
*/
public final UnaryCallable createTrialCallable() {
return stub.createTrialCallable();
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Gets a Trial.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* TrialName name = TrialName.of("[PROJECT]", "[LOCATION]", "[STUDY]", "[TRIAL]");
* Trial response = vizierServiceClient.getTrial(name);
* }
* }
*
* @param name Required. The name of the Trial resource. Format:
* `projects/{project}/locations/{location}/studies/{study}/trials/{trial}`
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final Trial getTrial(TrialName name) {
GetTrialRequest request =
GetTrialRequest.newBuilder().setName(name == null ? null : name.toString()).build();
return getTrial(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Gets a Trial.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* String name = TrialName.of("[PROJECT]", "[LOCATION]", "[STUDY]", "[TRIAL]").toString();
* Trial response = vizierServiceClient.getTrial(name);
* }
* }
*
* @param name Required. The name of the Trial resource. Format:
* `projects/{project}/locations/{location}/studies/{study}/trials/{trial}`
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final Trial getTrial(String name) {
GetTrialRequest request = GetTrialRequest.newBuilder().setName(name).build();
return getTrial(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Gets a Trial.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* GetTrialRequest request =
* GetTrialRequest.newBuilder()
* .setName(TrialName.of("[PROJECT]", "[LOCATION]", "[STUDY]", "[TRIAL]").toString())
* .build();
* Trial response = vizierServiceClient.getTrial(request);
* }
* }
*
* @param request The request object containing all of the parameters for the API call.
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final Trial getTrial(GetTrialRequest request) {
return getTrialCallable().call(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Gets a Trial.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* GetTrialRequest request =
* GetTrialRequest.newBuilder()
* .setName(TrialName.of("[PROJECT]", "[LOCATION]", "[STUDY]", "[TRIAL]").toString())
* .build();
* ApiFuture future = vizierServiceClient.getTrialCallable().futureCall(request);
* // Do something.
* Trial response = future.get();
* }
* }
*/
public final UnaryCallable getTrialCallable() {
return stub.getTrialCallable();
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Lists the Trials associated with a Study.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* StudyName parent = StudyName.of("[PROJECT]", "[LOCATION]", "[STUDY]");
* for (Trial element : vizierServiceClient.listTrials(parent).iterateAll()) {
* // doThingsWith(element);
* }
* }
* }
*
* @param parent Required. The resource name of the Study to list the Trial from. Format:
* `projects/{project}/locations/{location}/studies/{study}`
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final ListTrialsPagedResponse listTrials(StudyName parent) {
ListTrialsRequest request =
ListTrialsRequest.newBuilder().setParent(parent == null ? null : parent.toString()).build();
return listTrials(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Lists the Trials associated with a Study.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* String parent = StudyName.of("[PROJECT]", "[LOCATION]", "[STUDY]").toString();
* for (Trial element : vizierServiceClient.listTrials(parent).iterateAll()) {
* // doThingsWith(element);
* }
* }
* }
*
* @param parent Required. The resource name of the Study to list the Trial from. Format:
* `projects/{project}/locations/{location}/studies/{study}`
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final ListTrialsPagedResponse listTrials(String parent) {
ListTrialsRequest request = ListTrialsRequest.newBuilder().setParent(parent).build();
return listTrials(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Lists the Trials associated with a Study.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* ListTrialsRequest request =
* ListTrialsRequest.newBuilder()
* .setParent(StudyName.of("[PROJECT]", "[LOCATION]", "[STUDY]").toString())
* .setPageToken("pageToken873572522")
* .setPageSize(883849137)
* .build();
* for (Trial element : vizierServiceClient.listTrials(request).iterateAll()) {
* // doThingsWith(element);
* }
* }
* }
*
* @param request The request object containing all of the parameters for the API call.
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final ListTrialsPagedResponse listTrials(ListTrialsRequest request) {
return listTrialsPagedCallable().call(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Lists the Trials associated with a Study.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* ListTrialsRequest request =
* ListTrialsRequest.newBuilder()
* .setParent(StudyName.of("[PROJECT]", "[LOCATION]", "[STUDY]").toString())
* .setPageToken("pageToken873572522")
* .setPageSize(883849137)
* .build();
* ApiFuture future = vizierServiceClient.listTrialsPagedCallable().futureCall(request);
* // Do something.
* for (Trial element : future.get().iterateAll()) {
* // doThingsWith(element);
* }
* }
* }
*/
public final UnaryCallable listTrialsPagedCallable() {
return stub.listTrialsPagedCallable();
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Lists the Trials associated with a Study.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* ListTrialsRequest request =
* ListTrialsRequest.newBuilder()
* .setParent(StudyName.of("[PROJECT]", "[LOCATION]", "[STUDY]").toString())
* .setPageToken("pageToken873572522")
* .setPageSize(883849137)
* .build();
* while (true) {
* ListTrialsResponse response = vizierServiceClient.listTrialsCallable().call(request);
* for (Trial element : response.getTrialsList()) {
* // doThingsWith(element);
* }
* String nextPageToken = response.getNextPageToken();
* if (!Strings.isNullOrEmpty(nextPageToken)) {
* request = request.toBuilder().setPageToken(nextPageToken).build();
* } else {
* break;
* }
* }
* }
* }
*/
public final UnaryCallable listTrialsCallable() {
return stub.listTrialsCallable();
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Adds a measurement of the objective metrics to a Trial. This measurement is assumed to have
* been taken before the Trial is complete.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* AddTrialMeasurementRequest request =
* AddTrialMeasurementRequest.newBuilder()
* .setTrialName(
* TrialName.of("[PROJECT]", "[LOCATION]", "[STUDY]", "[TRIAL]").toString())
* .setMeasurement(Measurement.newBuilder().build())
* .build();
* Trial response = vizierServiceClient.addTrialMeasurement(request);
* }
* }
*
* @param request The request object containing all of the parameters for the API call.
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final Trial addTrialMeasurement(AddTrialMeasurementRequest request) {
return addTrialMeasurementCallable().call(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Adds a measurement of the objective metrics to a Trial. This measurement is assumed to have
* been taken before the Trial is complete.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* AddTrialMeasurementRequest request =
* AddTrialMeasurementRequest.newBuilder()
* .setTrialName(
* TrialName.of("[PROJECT]", "[LOCATION]", "[STUDY]", "[TRIAL]").toString())
* .setMeasurement(Measurement.newBuilder().build())
* .build();
* ApiFuture future =
* vizierServiceClient.addTrialMeasurementCallable().futureCall(request);
* // Do something.
* Trial response = future.get();
* }
* }
*/
public final UnaryCallable addTrialMeasurementCallable() {
return stub.addTrialMeasurementCallable();
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Marks a Trial as complete.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* CompleteTrialRequest request =
* CompleteTrialRequest.newBuilder()
* .setName(TrialName.of("[PROJECT]", "[LOCATION]", "[STUDY]", "[TRIAL]").toString())
* .setFinalMeasurement(Measurement.newBuilder().build())
* .setTrialInfeasible(true)
* .setInfeasibleReason("infeasibleReason1040725388")
* .build();
* Trial response = vizierServiceClient.completeTrial(request);
* }
* }
*
* @param request The request object containing all of the parameters for the API call.
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final Trial completeTrial(CompleteTrialRequest request) {
return completeTrialCallable().call(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Marks a Trial as complete.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* CompleteTrialRequest request =
* CompleteTrialRequest.newBuilder()
* .setName(TrialName.of("[PROJECT]", "[LOCATION]", "[STUDY]", "[TRIAL]").toString())
* .setFinalMeasurement(Measurement.newBuilder().build())
* .setTrialInfeasible(true)
* .setInfeasibleReason("infeasibleReason1040725388")
* .build();
* ApiFuture future = vizierServiceClient.completeTrialCallable().futureCall(request);
* // Do something.
* Trial response = future.get();
* }
* }
*/
public final UnaryCallable completeTrialCallable() {
return stub.completeTrialCallable();
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Deletes a Trial.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* TrialName name = TrialName.of("[PROJECT]", "[LOCATION]", "[STUDY]", "[TRIAL]");
* vizierServiceClient.deleteTrial(name);
* }
* }
*
* @param name Required. The Trial's name. Format:
* `projects/{project}/locations/{location}/studies/{study}/trials/{trial}`
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final void deleteTrial(TrialName name) {
DeleteTrialRequest request =
DeleteTrialRequest.newBuilder().setName(name == null ? null : name.toString()).build();
deleteTrial(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Deletes a Trial.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* String name = TrialName.of("[PROJECT]", "[LOCATION]", "[STUDY]", "[TRIAL]").toString();
* vizierServiceClient.deleteTrial(name);
* }
* }
*
* @param name Required. The Trial's name. Format:
* `projects/{project}/locations/{location}/studies/{study}/trials/{trial}`
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final void deleteTrial(String name) {
DeleteTrialRequest request = DeleteTrialRequest.newBuilder().setName(name).build();
deleteTrial(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Deletes a Trial.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* DeleteTrialRequest request =
* DeleteTrialRequest.newBuilder()
* .setName(TrialName.of("[PROJECT]", "[LOCATION]", "[STUDY]", "[TRIAL]").toString())
* .build();
* vizierServiceClient.deleteTrial(request);
* }
* }
*
* @param request The request object containing all of the parameters for the API call.
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final void deleteTrial(DeleteTrialRequest request) {
deleteTrialCallable().call(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Deletes a Trial.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* DeleteTrialRequest request =
* DeleteTrialRequest.newBuilder()
* .setName(TrialName.of("[PROJECT]", "[LOCATION]", "[STUDY]", "[TRIAL]").toString())
* .build();
* ApiFuture future = vizierServiceClient.deleteTrialCallable().futureCall(request);
* // Do something.
* future.get();
* }
* }
*/
public final UnaryCallable deleteTrialCallable() {
return stub.deleteTrialCallable();
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Checks whether a Trial should stop or not. Returns a long-running operation. When the operation
* is successful, it will contain a
* [CheckTrialEarlyStoppingStateResponse][google.cloud.aiplatform.v1.CheckTrialEarlyStoppingStateResponse].
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* CheckTrialEarlyStoppingStateRequest request =
* CheckTrialEarlyStoppingStateRequest.newBuilder()
* .setTrialName(
* TrialName.of("[PROJECT]", "[LOCATION]", "[STUDY]", "[TRIAL]").toString())
* .build();
* CheckTrialEarlyStoppingStateResponse response =
* vizierServiceClient.checkTrialEarlyStoppingStateAsync(request).get();
* }
* }
*
* @param request The request object containing all of the parameters for the API call.
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final OperationFuture<
CheckTrialEarlyStoppingStateResponse, CheckTrialEarlyStoppingStateMetatdata>
checkTrialEarlyStoppingStateAsync(CheckTrialEarlyStoppingStateRequest request) {
return checkTrialEarlyStoppingStateOperationCallable().futureCall(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Checks whether a Trial should stop or not. Returns a long-running operation. When the operation
* is successful, it will contain a
* [CheckTrialEarlyStoppingStateResponse][google.cloud.aiplatform.v1.CheckTrialEarlyStoppingStateResponse].
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* CheckTrialEarlyStoppingStateRequest request =
* CheckTrialEarlyStoppingStateRequest.newBuilder()
* .setTrialName(
* TrialName.of("[PROJECT]", "[LOCATION]", "[STUDY]", "[TRIAL]").toString())
* .build();
* OperationFuture
* future =
* vizierServiceClient
* .checkTrialEarlyStoppingStateOperationCallable()
* .futureCall(request);
* // Do something.
* CheckTrialEarlyStoppingStateResponse response = future.get();
* }
* }
*/
public final OperationCallable<
CheckTrialEarlyStoppingStateRequest,
CheckTrialEarlyStoppingStateResponse,
CheckTrialEarlyStoppingStateMetatdata>
checkTrialEarlyStoppingStateOperationCallable() {
return stub.checkTrialEarlyStoppingStateOperationCallable();
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Checks whether a Trial should stop or not. Returns a long-running operation. When the operation
* is successful, it will contain a
* [CheckTrialEarlyStoppingStateResponse][google.cloud.aiplatform.v1.CheckTrialEarlyStoppingStateResponse].
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* CheckTrialEarlyStoppingStateRequest request =
* CheckTrialEarlyStoppingStateRequest.newBuilder()
* .setTrialName(
* TrialName.of("[PROJECT]", "[LOCATION]", "[STUDY]", "[TRIAL]").toString())
* .build();
* ApiFuture future =
* vizierServiceClient.checkTrialEarlyStoppingStateCallable().futureCall(request);
* // Do something.
* Operation response = future.get();
* }
* }
*/
public final UnaryCallable
checkTrialEarlyStoppingStateCallable() {
return stub.checkTrialEarlyStoppingStateCallable();
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Stops a Trial.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* StopTrialRequest request =
* StopTrialRequest.newBuilder()
* .setName(TrialName.of("[PROJECT]", "[LOCATION]", "[STUDY]", "[TRIAL]").toString())
* .build();
* Trial response = vizierServiceClient.stopTrial(request);
* }
* }
*
* @param request The request object containing all of the parameters for the API call.
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final Trial stopTrial(StopTrialRequest request) {
return stopTrialCallable().call(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Stops a Trial.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* StopTrialRequest request =
* StopTrialRequest.newBuilder()
* .setName(TrialName.of("[PROJECT]", "[LOCATION]", "[STUDY]", "[TRIAL]").toString())
* .build();
* ApiFuture future = vizierServiceClient.stopTrialCallable().futureCall(request);
* // Do something.
* Trial response = future.get();
* }
* }
*/
public final UnaryCallable stopTrialCallable() {
return stub.stopTrialCallable();
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Lists the pareto-optimal Trials for multi-objective Study or the optimal Trials for
* single-objective Study. The definition of pareto-optimal can be checked in wiki page.
* https://en.wikipedia.org/wiki/Pareto_efficiency
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* StudyName parent = StudyName.of("[PROJECT]", "[LOCATION]", "[STUDY]");
* ListOptimalTrialsResponse response = vizierServiceClient.listOptimalTrials(parent);
* }
* }
*
* @param parent Required. The name of the Study that the optimal Trial belongs to.
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final ListOptimalTrialsResponse listOptimalTrials(StudyName parent) {
ListOptimalTrialsRequest request =
ListOptimalTrialsRequest.newBuilder()
.setParent(parent == null ? null : parent.toString())
.build();
return listOptimalTrials(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Lists the pareto-optimal Trials for multi-objective Study or the optimal Trials for
* single-objective Study. The definition of pareto-optimal can be checked in wiki page.
* https://en.wikipedia.org/wiki/Pareto_efficiency
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* String parent = StudyName.of("[PROJECT]", "[LOCATION]", "[STUDY]").toString();
* ListOptimalTrialsResponse response = vizierServiceClient.listOptimalTrials(parent);
* }
* }
*
* @param parent Required. The name of the Study that the optimal Trial belongs to.
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final ListOptimalTrialsResponse listOptimalTrials(String parent) {
ListOptimalTrialsRequest request =
ListOptimalTrialsRequest.newBuilder().setParent(parent).build();
return listOptimalTrials(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Lists the pareto-optimal Trials for multi-objective Study or the optimal Trials for
* single-objective Study. The definition of pareto-optimal can be checked in wiki page.
* https://en.wikipedia.org/wiki/Pareto_efficiency
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* ListOptimalTrialsRequest request =
* ListOptimalTrialsRequest.newBuilder()
* .setParent(StudyName.of("[PROJECT]", "[LOCATION]", "[STUDY]").toString())
* .build();
* ListOptimalTrialsResponse response = vizierServiceClient.listOptimalTrials(request);
* }
* }
*
* @param request The request object containing all of the parameters for the API call.
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final ListOptimalTrialsResponse listOptimalTrials(ListOptimalTrialsRequest request) {
return listOptimalTrialsCallable().call(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Lists the pareto-optimal Trials for multi-objective Study or the optimal Trials for
* single-objective Study. The definition of pareto-optimal can be checked in wiki page.
* https://en.wikipedia.org/wiki/Pareto_efficiency
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* ListOptimalTrialsRequest request =
* ListOptimalTrialsRequest.newBuilder()
* .setParent(StudyName.of("[PROJECT]", "[LOCATION]", "[STUDY]").toString())
* .build();
* ApiFuture future =
* vizierServiceClient.listOptimalTrialsCallable().futureCall(request);
* // Do something.
* ListOptimalTrialsResponse response = future.get();
* }
* }
*/
public final UnaryCallable
listOptimalTrialsCallable() {
return stub.listOptimalTrialsCallable();
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Lists information about the supported locations for this service.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* ListLocationsRequest request =
* ListLocationsRequest.newBuilder()
* .setName("name3373707")
* .setFilter("filter-1274492040")
* .setPageSize(883849137)
* .setPageToken("pageToken873572522")
* .build();
* for (Location element : vizierServiceClient.listLocations(request).iterateAll()) {
* // doThingsWith(element);
* }
* }
* }
*
* @param request The request object containing all of the parameters for the API call.
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final ListLocationsPagedResponse listLocations(ListLocationsRequest request) {
return listLocationsPagedCallable().call(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Lists information about the supported locations for this service.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* ListLocationsRequest request =
* ListLocationsRequest.newBuilder()
* .setName("name3373707")
* .setFilter("filter-1274492040")
* .setPageSize(883849137)
* .setPageToken("pageToken873572522")
* .build();
* ApiFuture future =
* vizierServiceClient.listLocationsPagedCallable().futureCall(request);
* // Do something.
* for (Location element : future.get().iterateAll()) {
* // doThingsWith(element);
* }
* }
* }
*/
public final UnaryCallable
listLocationsPagedCallable() {
return stub.listLocationsPagedCallable();
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Lists information about the supported locations for this service.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* ListLocationsRequest request =
* ListLocationsRequest.newBuilder()
* .setName("name3373707")
* .setFilter("filter-1274492040")
* .setPageSize(883849137)
* .setPageToken("pageToken873572522")
* .build();
* while (true) {
* ListLocationsResponse response = vizierServiceClient.listLocationsCallable().call(request);
* for (Location element : response.getLocationsList()) {
* // doThingsWith(element);
* }
* String nextPageToken = response.getNextPageToken();
* if (!Strings.isNullOrEmpty(nextPageToken)) {
* request = request.toBuilder().setPageToken(nextPageToken).build();
* } else {
* break;
* }
* }
* }
* }
*/
public final UnaryCallable listLocationsCallable() {
return stub.listLocationsCallable();
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Gets information about a location.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* GetLocationRequest request = GetLocationRequest.newBuilder().setName("name3373707").build();
* Location response = vizierServiceClient.getLocation(request);
* }
* }
*
* @param request The request object containing all of the parameters for the API call.
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final Location getLocation(GetLocationRequest request) {
return getLocationCallable().call(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Gets information about a location.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* GetLocationRequest request = GetLocationRequest.newBuilder().setName("name3373707").build();
* ApiFuture future = vizierServiceClient.getLocationCallable().futureCall(request);
* // Do something.
* Location response = future.get();
* }
* }
*/
public final UnaryCallable getLocationCallable() {
return stub.getLocationCallable();
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Sets the access control policy on the specified resource. Replacesany existing policy.
*
* Can return `NOT_FOUND`, `INVALID_ARGUMENT`, and `PERMISSION_DENIED`errors.
*
*
Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* SetIamPolicyRequest request =
* SetIamPolicyRequest.newBuilder()
* .setResource(
* EndpointName.ofProjectLocationEndpointName(
* "[PROJECT]", "[LOCATION]", "[ENDPOINT]")
* .toString())
* .setPolicy(Policy.newBuilder().build())
* .setUpdateMask(FieldMask.newBuilder().build())
* .build();
* Policy response = vizierServiceClient.setIamPolicy(request);
* }
* }
*
* @param request The request object containing all of the parameters for the API call.
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final Policy setIamPolicy(SetIamPolicyRequest request) {
return setIamPolicyCallable().call(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Sets the access control policy on the specified resource. Replacesany existing policy.
*
* Can return `NOT_FOUND`, `INVALID_ARGUMENT`, and `PERMISSION_DENIED`errors.
*
*
Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* SetIamPolicyRequest request =
* SetIamPolicyRequest.newBuilder()
* .setResource(
* EndpointName.ofProjectLocationEndpointName(
* "[PROJECT]", "[LOCATION]", "[ENDPOINT]")
* .toString())
* .setPolicy(Policy.newBuilder().build())
* .setUpdateMask(FieldMask.newBuilder().build())
* .build();
* ApiFuture future = vizierServiceClient.setIamPolicyCallable().futureCall(request);
* // Do something.
* Policy response = future.get();
* }
* }
*/
public final UnaryCallable setIamPolicyCallable() {
return stub.setIamPolicyCallable();
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Gets the access control policy for a resource. Returns an empty policyif the resource exists
* and does not have a policy set.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* GetIamPolicyRequest request =
* GetIamPolicyRequest.newBuilder()
* .setResource(
* EndpointName.ofProjectLocationEndpointName(
* "[PROJECT]", "[LOCATION]", "[ENDPOINT]")
* .toString())
* .setOptions(GetPolicyOptions.newBuilder().build())
* .build();
* Policy response = vizierServiceClient.getIamPolicy(request);
* }
* }
*
* @param request The request object containing all of the parameters for the API call.
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final Policy getIamPolicy(GetIamPolicyRequest request) {
return getIamPolicyCallable().call(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Gets the access control policy for a resource. Returns an empty policyif the resource exists
* and does not have a policy set.
*
* Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* GetIamPolicyRequest request =
* GetIamPolicyRequest.newBuilder()
* .setResource(
* EndpointName.ofProjectLocationEndpointName(
* "[PROJECT]", "[LOCATION]", "[ENDPOINT]")
* .toString())
* .setOptions(GetPolicyOptions.newBuilder().build())
* .build();
* ApiFuture future = vizierServiceClient.getIamPolicyCallable().futureCall(request);
* // Do something.
* Policy response = future.get();
* }
* }
*/
public final UnaryCallable getIamPolicyCallable() {
return stub.getIamPolicyCallable();
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Returns permissions that a caller has on the specified resource. If theresource does not exist,
* this will return an empty set ofpermissions, not a `NOT_FOUND` error.
*
* Note: This operation is designed to be used for buildingpermission-aware UIs and
* command-line tools, not for authorizationchecking. This operation may "fail open" without
* warning.
*
*
Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* TestIamPermissionsRequest request =
* TestIamPermissionsRequest.newBuilder()
* .setResource(
* EndpointName.ofProjectLocationEndpointName(
* "[PROJECT]", "[LOCATION]", "[ENDPOINT]")
* .toString())
* .addAllPermissions(new ArrayList())
* .build();
* TestIamPermissionsResponse response = vizierServiceClient.testIamPermissions(request);
* }
* }
*
* @param request The request object containing all of the parameters for the API call.
* @throws com.google.api.gax.rpc.ApiException if the remote call fails
*/
public final TestIamPermissionsResponse testIamPermissions(TestIamPermissionsRequest request) {
return testIamPermissionsCallable().call(request);
}
// AUTO-GENERATED DOCUMENTATION AND METHOD.
/**
* Returns permissions that a caller has on the specified resource. If theresource does not exist,
* this will return an empty set ofpermissions, not a `NOT_FOUND` error.
*
* Note: This operation is designed to be used for buildingpermission-aware UIs and
* command-line tools, not for authorizationchecking. This operation may "fail open" without
* warning.
*
*
Sample code:
*
*
{@code
* // This snippet has been automatically generated and should be regarded as a code template only.
* // It will require modifications to work:
* // - It may require correct/in-range values for request initialization.
* // - It may require specifying regional endpoints when creating the service client as shown in
* // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
* try (VizierServiceClient vizierServiceClient = VizierServiceClient.create()) {
* TestIamPermissionsRequest request =
* TestIamPermissionsRequest.newBuilder()
* .setResource(
* EndpointName.ofProjectLocationEndpointName(
* "[PROJECT]", "[LOCATION]", "[ENDPOINT]")
* .toString())
* .addAllPermissions(new ArrayList())
* .build();
* ApiFuture future =
* vizierServiceClient.testIamPermissionsCallable().futureCall(request);
* // Do something.
* TestIamPermissionsResponse response = future.get();
* }
* }
*/
public final UnaryCallable
testIamPermissionsCallable() {
return stub.testIamPermissionsCallable();
}
@Override
public final void close() {
stub.close();
}
@Override
public void shutdown() {
stub.shutdown();
}
@Override
public boolean isShutdown() {
return stub.isShutdown();
}
@Override
public boolean isTerminated() {
return stub.isTerminated();
}
@Override
public void shutdownNow() {
stub.shutdownNow();
}
@Override
public boolean awaitTermination(long duration, TimeUnit unit) throws InterruptedException {
return stub.awaitTermination(duration, unit);
}
public static class ListStudiesPagedResponse
extends AbstractPagedListResponse<
ListStudiesRequest,
ListStudiesResponse,
Study,
ListStudiesPage,
ListStudiesFixedSizeCollection> {
public static ApiFuture createAsync(
PageContext context,
ApiFuture futureResponse) {
ApiFuture futurePage =
ListStudiesPage.createEmptyPage().createPageAsync(context, futureResponse);
return ApiFutures.transform(
futurePage, input -> new ListStudiesPagedResponse(input), MoreExecutors.directExecutor());
}
private ListStudiesPagedResponse(ListStudiesPage page) {
super(page, ListStudiesFixedSizeCollection.createEmptyCollection());
}
}
public static class ListStudiesPage
extends AbstractPage {
private ListStudiesPage(
PageContext context,
ListStudiesResponse response) {
super(context, response);
}
private static ListStudiesPage createEmptyPage() {
return new ListStudiesPage(null, null);
}
@Override
protected ListStudiesPage createPage(
PageContext context,
ListStudiesResponse response) {
return new ListStudiesPage(context, response);
}
@Override
public ApiFuture createPageAsync(
PageContext context,
ApiFuture futureResponse) {
return super.createPageAsync(context, futureResponse);
}
}
public static class ListStudiesFixedSizeCollection
extends AbstractFixedSizeCollection<
ListStudiesRequest,
ListStudiesResponse,
Study,
ListStudiesPage,
ListStudiesFixedSizeCollection> {
private ListStudiesFixedSizeCollection(List pages, int collectionSize) {
super(pages, collectionSize);
}
private static ListStudiesFixedSizeCollection createEmptyCollection() {
return new ListStudiesFixedSizeCollection(null, 0);
}
@Override
protected ListStudiesFixedSizeCollection createCollection(
List pages, int collectionSize) {
return new ListStudiesFixedSizeCollection(pages, collectionSize);
}
}
public static class ListTrialsPagedResponse
extends AbstractPagedListResponse<
ListTrialsRequest,
ListTrialsResponse,
Trial,
ListTrialsPage,
ListTrialsFixedSizeCollection> {
public static ApiFuture createAsync(
PageContext context,
ApiFuture futureResponse) {
ApiFuture futurePage =
ListTrialsPage.createEmptyPage().createPageAsync(context, futureResponse);
return ApiFutures.transform(
futurePage, input -> new ListTrialsPagedResponse(input), MoreExecutors.directExecutor());
}
private ListTrialsPagedResponse(ListTrialsPage page) {
super(page, ListTrialsFixedSizeCollection.createEmptyCollection());
}
}
public static class ListTrialsPage
extends AbstractPage {
private ListTrialsPage(
PageContext context,
ListTrialsResponse response) {
super(context, response);
}
private static ListTrialsPage createEmptyPage() {
return new ListTrialsPage(null, null);
}
@Override
protected ListTrialsPage createPage(
PageContext context,
ListTrialsResponse response) {
return new ListTrialsPage(context, response);
}
@Override
public ApiFuture createPageAsync(
PageContext context,
ApiFuture futureResponse) {
return super.createPageAsync(context, futureResponse);
}
}
public static class ListTrialsFixedSizeCollection
extends AbstractFixedSizeCollection<
ListTrialsRequest,
ListTrialsResponse,
Trial,
ListTrialsPage,
ListTrialsFixedSizeCollection> {
private ListTrialsFixedSizeCollection(List pages, int collectionSize) {
super(pages, collectionSize);
}
private static ListTrialsFixedSizeCollection createEmptyCollection() {
return new ListTrialsFixedSizeCollection(null, 0);
}
@Override
protected ListTrialsFixedSizeCollection createCollection(
List pages, int collectionSize) {
return new ListTrialsFixedSizeCollection(pages, collectionSize);
}
}
public static class ListLocationsPagedResponse
extends AbstractPagedListResponse<
ListLocationsRequest,
ListLocationsResponse,
Location,
ListLocationsPage,
ListLocationsFixedSizeCollection> {
public static ApiFuture createAsync(
PageContext context,
ApiFuture futureResponse) {
ApiFuture futurePage =
ListLocationsPage.createEmptyPage().createPageAsync(context, futureResponse);
return ApiFutures.transform(
futurePage,
input -> new ListLocationsPagedResponse(input),
MoreExecutors.directExecutor());
}
private ListLocationsPagedResponse(ListLocationsPage page) {
super(page, ListLocationsFixedSizeCollection.createEmptyCollection());
}
}
public static class ListLocationsPage
extends AbstractPage<
ListLocationsRequest, ListLocationsResponse, Location, ListLocationsPage> {
private ListLocationsPage(
PageContext context,
ListLocationsResponse response) {
super(context, response);
}
private static ListLocationsPage createEmptyPage() {
return new ListLocationsPage(null, null);
}
@Override
protected ListLocationsPage createPage(
PageContext context,
ListLocationsResponse response) {
return new ListLocationsPage(context, response);
}
@Override
public ApiFuture createPageAsync(
PageContext context,
ApiFuture futureResponse) {
return super.createPageAsync(context, futureResponse);
}
}
public static class ListLocationsFixedSizeCollection
extends AbstractFixedSizeCollection<
ListLocationsRequest,
ListLocationsResponse,
Location,
ListLocationsPage,
ListLocationsFixedSizeCollection> {
private ListLocationsFixedSizeCollection(List pages, int collectionSize) {
super(pages, collectionSize);
}
private static ListLocationsFixedSizeCollection createEmptyCollection() {
return new ListLocationsFixedSizeCollection(null, 0);
}
@Override
protected ListLocationsFixedSizeCollection createCollection(
List pages, int collectionSize) {
return new ListLocationsFixedSizeCollection(pages, collectionSize);
}
}
}