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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.stub;
import static com.google.cloud.aiplatform.v1.GenAiTuningServiceClient.ListLocationsPagedResponse;
import static com.google.cloud.aiplatform.v1.GenAiTuningServiceClient.ListTuningJobsPagedResponse;
import com.google.api.core.ApiFunction;
import com.google.api.core.ApiFuture;
import com.google.api.core.ObsoleteApi;
import com.google.api.gax.core.GaxProperties;
import com.google.api.gax.core.GoogleCredentialsProvider;
import com.google.api.gax.core.InstantiatingExecutorProvider;
import com.google.api.gax.grpc.GaxGrpcProperties;
import com.google.api.gax.grpc.GrpcTransportChannel;
import com.google.api.gax.grpc.InstantiatingGrpcChannelProvider;
import com.google.api.gax.retrying.RetrySettings;
import com.google.api.gax.rpc.ApiCallContext;
import com.google.api.gax.rpc.ApiClientHeaderProvider;
import com.google.api.gax.rpc.ClientContext;
import com.google.api.gax.rpc.PageContext;
import com.google.api.gax.rpc.PagedCallSettings;
import com.google.api.gax.rpc.PagedListDescriptor;
import com.google.api.gax.rpc.PagedListResponseFactory;
import com.google.api.gax.rpc.StatusCode;
import com.google.api.gax.rpc.StubSettings;
import com.google.api.gax.rpc.TransportChannelProvider;
import com.google.api.gax.rpc.UnaryCallSettings;
import com.google.api.gax.rpc.UnaryCallable;
import com.google.cloud.aiplatform.v1.CancelTuningJobRequest;
import com.google.cloud.aiplatform.v1.CreateTuningJobRequest;
import com.google.cloud.aiplatform.v1.GetTuningJobRequest;
import com.google.cloud.aiplatform.v1.ListTuningJobsRequest;
import com.google.cloud.aiplatform.v1.ListTuningJobsResponse;
import com.google.cloud.aiplatform.v1.TuningJob;
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.collect.ImmutableList;
import com.google.common.collect.ImmutableMap;
import com.google.common.collect.ImmutableSet;
import com.google.common.collect.Lists;
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.protobuf.Empty;
import java.io.IOException;
import java.util.List;
import javax.annotation.Generated;
// AUTO-GENERATED DOCUMENTATION AND CLASS.
/**
* Settings class to configure an instance of {@link GenAiTuningServiceStub}.
*
* The default instance has everything set to sensible defaults:
*
*
* - The default service address (aiplatform.googleapis.com) and default port (443) are used.
*
- Credentials are acquired automatically through Application Default Credentials.
*
- Retries are configured for idempotent methods but not for non-idempotent methods.
*
*
* The builder of this class is recursive, so contained classes are themselves builders. When
* build() is called, the tree of builders is called to create the complete settings object.
*
*
For example, to set the total timeout of createTuningJob to 30 seconds:
*
*
{@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
* GenAiTuningServiceStubSettings.Builder genAiTuningServiceSettingsBuilder =
* GenAiTuningServiceStubSettings.newBuilder();
* genAiTuningServiceSettingsBuilder
* .createTuningJobSettings()
* .setRetrySettings(
* genAiTuningServiceSettingsBuilder
* .createTuningJobSettings()
* .getRetrySettings()
* .toBuilder()
* .setTotalTimeout(Duration.ofSeconds(30))
* .build());
* GenAiTuningServiceStubSettings genAiTuningServiceSettings =
* genAiTuningServiceSettingsBuilder.build();
* }
*/
@Generated("by gapic-generator-java")
public class GenAiTuningServiceStubSettings extends StubSettings {
/** The default scopes of the service. */
private static final ImmutableList DEFAULT_SERVICE_SCOPES =
ImmutableList.builder().add("https://www.googleapis.com/auth/cloud-platform").build();
private final UnaryCallSettings createTuningJobSettings;
private final UnaryCallSettings getTuningJobSettings;
private final PagedCallSettings<
ListTuningJobsRequest, ListTuningJobsResponse, ListTuningJobsPagedResponse>
listTuningJobsSettings;
private final UnaryCallSettings cancelTuningJobSettings;
private final PagedCallSettings<
ListLocationsRequest, ListLocationsResponse, ListLocationsPagedResponse>
listLocationsSettings;
private final UnaryCallSettings getLocationSettings;
private final UnaryCallSettings setIamPolicySettings;
private final UnaryCallSettings getIamPolicySettings;
private final UnaryCallSettings
testIamPermissionsSettings;
private static final PagedListDescriptor
LIST_TUNING_JOBS_PAGE_STR_DESC =
new PagedListDescriptor() {
@Override
public String emptyToken() {
return "";
}
@Override
public ListTuningJobsRequest injectToken(ListTuningJobsRequest payload, String token) {
return ListTuningJobsRequest.newBuilder(payload).setPageToken(token).build();
}
@Override
public ListTuningJobsRequest injectPageSize(
ListTuningJobsRequest payload, int pageSize) {
return ListTuningJobsRequest.newBuilder(payload).setPageSize(pageSize).build();
}
@Override
public Integer extractPageSize(ListTuningJobsRequest payload) {
return payload.getPageSize();
}
@Override
public String extractNextToken(ListTuningJobsResponse payload) {
return payload.getNextPageToken();
}
@Override
public Iterable extractResources(ListTuningJobsResponse payload) {
return payload.getTuningJobsList() == null
? ImmutableList.of()
: payload.getTuningJobsList();
}
};
private static final PagedListDescriptor
LIST_LOCATIONS_PAGE_STR_DESC =
new PagedListDescriptor() {
@Override
public String emptyToken() {
return "";
}
@Override
public ListLocationsRequest injectToken(ListLocationsRequest payload, String token) {
return ListLocationsRequest.newBuilder(payload).setPageToken(token).build();
}
@Override
public ListLocationsRequest injectPageSize(ListLocationsRequest payload, int pageSize) {
return ListLocationsRequest.newBuilder(payload).setPageSize(pageSize).build();
}
@Override
public Integer extractPageSize(ListLocationsRequest payload) {
return payload.getPageSize();
}
@Override
public String extractNextToken(ListLocationsResponse payload) {
return payload.getNextPageToken();
}
@Override
public Iterable extractResources(ListLocationsResponse payload) {
return payload.getLocationsList() == null
? ImmutableList.of()
: payload.getLocationsList();
}
};
private static final PagedListResponseFactory<
ListTuningJobsRequest, ListTuningJobsResponse, ListTuningJobsPagedResponse>
LIST_TUNING_JOBS_PAGE_STR_FACT =
new PagedListResponseFactory<
ListTuningJobsRequest, ListTuningJobsResponse, ListTuningJobsPagedResponse>() {
@Override
public ApiFuture getFuturePagedResponse(
UnaryCallable callable,
ListTuningJobsRequest request,
ApiCallContext context,
ApiFuture futureResponse) {
PageContext pageContext =
PageContext.create(callable, LIST_TUNING_JOBS_PAGE_STR_DESC, request, context);
return ListTuningJobsPagedResponse.createAsync(pageContext, futureResponse);
}
};
private static final PagedListResponseFactory<
ListLocationsRequest, ListLocationsResponse, ListLocationsPagedResponse>
LIST_LOCATIONS_PAGE_STR_FACT =
new PagedListResponseFactory<
ListLocationsRequest, ListLocationsResponse, ListLocationsPagedResponse>() {
@Override
public ApiFuture getFuturePagedResponse(
UnaryCallable callable,
ListLocationsRequest request,
ApiCallContext context,
ApiFuture futureResponse) {
PageContext pageContext =
PageContext.create(callable, LIST_LOCATIONS_PAGE_STR_DESC, request, context);
return ListLocationsPagedResponse.createAsync(pageContext, futureResponse);
}
};
/** Returns the object with the settings used for calls to createTuningJob. */
public UnaryCallSettings createTuningJobSettings() {
return createTuningJobSettings;
}
/** Returns the object with the settings used for calls to getTuningJob. */
public UnaryCallSettings getTuningJobSettings() {
return getTuningJobSettings;
}
/** Returns the object with the settings used for calls to listTuningJobs. */
public PagedCallSettings<
ListTuningJobsRequest, ListTuningJobsResponse, ListTuningJobsPagedResponse>
listTuningJobsSettings() {
return listTuningJobsSettings;
}
/** Returns the object with the settings used for calls to cancelTuningJob. */
public UnaryCallSettings cancelTuningJobSettings() {
return cancelTuningJobSettings;
}
/** Returns the object with the settings used for calls to listLocations. */
public PagedCallSettings
listLocationsSettings() {
return listLocationsSettings;
}
/** Returns the object with the settings used for calls to getLocation. */
public UnaryCallSettings getLocationSettings() {
return getLocationSettings;
}
/** Returns the object with the settings used for calls to setIamPolicy. */
public UnaryCallSettings setIamPolicySettings() {
return setIamPolicySettings;
}
/** Returns the object with the settings used for calls to getIamPolicy. */
public UnaryCallSettings getIamPolicySettings() {
return getIamPolicySettings;
}
/** Returns the object with the settings used for calls to testIamPermissions. */
public UnaryCallSettings
testIamPermissionsSettings() {
return testIamPermissionsSettings;
}
public GenAiTuningServiceStub createStub() throws IOException {
if (getTransportChannelProvider()
.getTransportName()
.equals(GrpcTransportChannel.getGrpcTransportName())) {
return GrpcGenAiTuningServiceStub.create(this);
}
throw new UnsupportedOperationException(
String.format(
"Transport not supported: %s", getTransportChannelProvider().getTransportName()));
}
/** Returns the default service name. */
@Override
public String getServiceName() {
return "aiplatform";
}
/** Returns a builder for the default ExecutorProvider for this service. */
public static InstantiatingExecutorProvider.Builder defaultExecutorProviderBuilder() {
return InstantiatingExecutorProvider.newBuilder();
}
/** Returns the default service endpoint. */
@ObsoleteApi("Use getEndpoint() instead")
public static String getDefaultEndpoint() {
return "aiplatform.googleapis.com:443";
}
/** Returns the default mTLS service endpoint. */
public static String getDefaultMtlsEndpoint() {
return "aiplatform.mtls.googleapis.com:443";
}
/** Returns the default service scopes. */
public static List getDefaultServiceScopes() {
return DEFAULT_SERVICE_SCOPES;
}
/** Returns a builder for the default credentials for this service. */
public static GoogleCredentialsProvider.Builder defaultCredentialsProviderBuilder() {
return GoogleCredentialsProvider.newBuilder()
.setScopesToApply(DEFAULT_SERVICE_SCOPES)
.setUseJwtAccessWithScope(true);
}
/** Returns a builder for the default ChannelProvider for this service. */
public static InstantiatingGrpcChannelProvider.Builder defaultGrpcTransportProviderBuilder() {
return InstantiatingGrpcChannelProvider.newBuilder()
.setMaxInboundMessageSize(Integer.MAX_VALUE);
}
public static TransportChannelProvider defaultTransportChannelProvider() {
return defaultGrpcTransportProviderBuilder().build();
}
public static ApiClientHeaderProvider.Builder defaultApiClientHeaderProviderBuilder() {
return ApiClientHeaderProvider.newBuilder()
.setGeneratedLibToken(
"gapic", GaxProperties.getLibraryVersion(GenAiTuningServiceStubSettings.class))
.setTransportToken(
GaxGrpcProperties.getGrpcTokenName(), GaxGrpcProperties.getGrpcVersion());
}
/** Returns a new builder for this class. */
public static Builder newBuilder() {
return Builder.createDefault();
}
/** Returns a new builder for this class. */
public static Builder newBuilder(ClientContext clientContext) {
return new Builder(clientContext);
}
/** Returns a builder containing all the values of this settings class. */
public Builder toBuilder() {
return new Builder(this);
}
protected GenAiTuningServiceStubSettings(Builder settingsBuilder) throws IOException {
super(settingsBuilder);
createTuningJobSettings = settingsBuilder.createTuningJobSettings().build();
getTuningJobSettings = settingsBuilder.getTuningJobSettings().build();
listTuningJobsSettings = settingsBuilder.listTuningJobsSettings().build();
cancelTuningJobSettings = settingsBuilder.cancelTuningJobSettings().build();
listLocationsSettings = settingsBuilder.listLocationsSettings().build();
getLocationSettings = settingsBuilder.getLocationSettings().build();
setIamPolicySettings = settingsBuilder.setIamPolicySettings().build();
getIamPolicySettings = settingsBuilder.getIamPolicySettings().build();
testIamPermissionsSettings = settingsBuilder.testIamPermissionsSettings().build();
}
/** Builder for GenAiTuningServiceStubSettings. */
public static class Builder
extends StubSettings.Builder {
private final ImmutableList> unaryMethodSettingsBuilders;
private final UnaryCallSettings.Builder
createTuningJobSettings;
private final UnaryCallSettings.Builder getTuningJobSettings;
private final PagedCallSettings.Builder<
ListTuningJobsRequest, ListTuningJobsResponse, ListTuningJobsPagedResponse>
listTuningJobsSettings;
private final UnaryCallSettings.Builder cancelTuningJobSettings;
private final PagedCallSettings.Builder<
ListLocationsRequest, ListLocationsResponse, ListLocationsPagedResponse>
listLocationsSettings;
private final UnaryCallSettings.Builder getLocationSettings;
private final UnaryCallSettings.Builder setIamPolicySettings;
private final UnaryCallSettings.Builder getIamPolicySettings;
private final UnaryCallSettings.Builder
testIamPermissionsSettings;
private static final ImmutableMap>
RETRYABLE_CODE_DEFINITIONS;
static {
ImmutableMap.Builder> definitions =
ImmutableMap.builder();
definitions.put("no_retry_codes", ImmutableSet.copyOf(Lists.newArrayList()));
RETRYABLE_CODE_DEFINITIONS = definitions.build();
}
private static final ImmutableMap RETRY_PARAM_DEFINITIONS;
static {
ImmutableMap.Builder definitions = ImmutableMap.builder();
RetrySettings settings = null;
settings = RetrySettings.newBuilder().setRpcTimeoutMultiplier(1.0).build();
definitions.put("no_retry_params", settings);
RETRY_PARAM_DEFINITIONS = definitions.build();
}
protected Builder() {
this(((ClientContext) null));
}
protected Builder(ClientContext clientContext) {
super(clientContext);
createTuningJobSettings = UnaryCallSettings.newUnaryCallSettingsBuilder();
getTuningJobSettings = UnaryCallSettings.newUnaryCallSettingsBuilder();
listTuningJobsSettings = PagedCallSettings.newBuilder(LIST_TUNING_JOBS_PAGE_STR_FACT);
cancelTuningJobSettings = UnaryCallSettings.newUnaryCallSettingsBuilder();
listLocationsSettings = PagedCallSettings.newBuilder(LIST_LOCATIONS_PAGE_STR_FACT);
getLocationSettings = UnaryCallSettings.newUnaryCallSettingsBuilder();
setIamPolicySettings = UnaryCallSettings.newUnaryCallSettingsBuilder();
getIamPolicySettings = UnaryCallSettings.newUnaryCallSettingsBuilder();
testIamPermissionsSettings = UnaryCallSettings.newUnaryCallSettingsBuilder();
unaryMethodSettingsBuilders =
ImmutableList.>of(
createTuningJobSettings,
getTuningJobSettings,
listTuningJobsSettings,
cancelTuningJobSettings,
listLocationsSettings,
getLocationSettings,
setIamPolicySettings,
getIamPolicySettings,
testIamPermissionsSettings);
initDefaults(this);
}
protected Builder(GenAiTuningServiceStubSettings settings) {
super(settings);
createTuningJobSettings = settings.createTuningJobSettings.toBuilder();
getTuningJobSettings = settings.getTuningJobSettings.toBuilder();
listTuningJobsSettings = settings.listTuningJobsSettings.toBuilder();
cancelTuningJobSettings = settings.cancelTuningJobSettings.toBuilder();
listLocationsSettings = settings.listLocationsSettings.toBuilder();
getLocationSettings = settings.getLocationSettings.toBuilder();
setIamPolicySettings = settings.setIamPolicySettings.toBuilder();
getIamPolicySettings = settings.getIamPolicySettings.toBuilder();
testIamPermissionsSettings = settings.testIamPermissionsSettings.toBuilder();
unaryMethodSettingsBuilders =
ImmutableList.>of(
createTuningJobSettings,
getTuningJobSettings,
listTuningJobsSettings,
cancelTuningJobSettings,
listLocationsSettings,
getLocationSettings,
setIamPolicySettings,
getIamPolicySettings,
testIamPermissionsSettings);
}
private static Builder createDefault() {
Builder builder = new Builder(((ClientContext) null));
builder.setTransportChannelProvider(defaultTransportChannelProvider());
builder.setCredentialsProvider(defaultCredentialsProviderBuilder().build());
builder.setInternalHeaderProvider(defaultApiClientHeaderProviderBuilder().build());
builder.setMtlsEndpoint(getDefaultMtlsEndpoint());
builder.setSwitchToMtlsEndpointAllowed(true);
return initDefaults(builder);
}
private static Builder initDefaults(Builder builder) {
builder
.createTuningJobSettings()
.setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_codes"))
.setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_params"));
builder
.getTuningJobSettings()
.setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_codes"))
.setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_params"));
builder
.listTuningJobsSettings()
.setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_codes"))
.setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_params"));
builder
.cancelTuningJobSettings()
.setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_codes"))
.setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_params"));
builder
.listLocationsSettings()
.setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_codes"))
.setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_params"));
builder
.getLocationSettings()
.setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_codes"))
.setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_params"));
builder
.setIamPolicySettings()
.setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_codes"))
.setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_params"));
builder
.getIamPolicySettings()
.setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_codes"))
.setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_params"));
builder
.testIamPermissionsSettings()
.setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_codes"))
.setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_params"));
return builder;
}
/**
* Applies the given settings updater function to all of the unary API methods in this service.
*
* Note: This method does not support applying settings to streaming methods.
*/
public Builder applyToAllUnaryMethods(
ApiFunction, Void> settingsUpdater) {
super.applyToAllUnaryMethods(unaryMethodSettingsBuilders, settingsUpdater);
return this;
}
public ImmutableList> unaryMethodSettingsBuilders() {
return unaryMethodSettingsBuilders;
}
/** Returns the builder for the settings used for calls to createTuningJob. */
public UnaryCallSettings.Builder createTuningJobSettings() {
return createTuningJobSettings;
}
/** Returns the builder for the settings used for calls to getTuningJob. */
public UnaryCallSettings.Builder getTuningJobSettings() {
return getTuningJobSettings;
}
/** Returns the builder for the settings used for calls to listTuningJobs. */
public PagedCallSettings.Builder<
ListTuningJobsRequest, ListTuningJobsResponse, ListTuningJobsPagedResponse>
listTuningJobsSettings() {
return listTuningJobsSettings;
}
/** Returns the builder for the settings used for calls to cancelTuningJob. */
public UnaryCallSettings.Builder cancelTuningJobSettings() {
return cancelTuningJobSettings;
}
/** Returns the builder for the settings used for calls to listLocations. */
public PagedCallSettings.Builder<
ListLocationsRequest, ListLocationsResponse, ListLocationsPagedResponse>
listLocationsSettings() {
return listLocationsSettings;
}
/** Returns the builder for the settings used for calls to getLocation. */
public UnaryCallSettings.Builder getLocationSettings() {
return getLocationSettings;
}
/** Returns the builder for the settings used for calls to setIamPolicy. */
public UnaryCallSettings.Builder setIamPolicySettings() {
return setIamPolicySettings;
}
/** Returns the builder for the settings used for calls to getIamPolicy. */
public UnaryCallSettings.Builder getIamPolicySettings() {
return getIamPolicySettings;
}
/** Returns the builder for the settings used for calls to testIamPermissions. */
public UnaryCallSettings.Builder
testIamPermissionsSettings() {
return testIamPermissionsSettings;
}
@Override
public GenAiTuningServiceStubSettings build() throws IOException {
return new GenAiTuningServiceStubSettings(this);
}
}
}