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C++ Client Libraries | Google Cloud

• Overview

• Library reference docs

• Vertex AI API C++ Client Library

• Namespaces

  • google::cloud::aiplatform_v1

    • Overview

    • Classes

      • DatasetServiceClient

        • Overview

        • Functions

          • CreateDataset(std::string const &, google::cloud::aiplatform::v1::Dataset const &, Options)
          • CreateDataset(google::cloud::aiplatform::v1::CreateDatasetRequest const &, Options)
          • GetDataset(std::string const &, Options)
          • GetDataset(google::cloud::aiplatform::v1::GetDatasetRequest const &, Options)
          • UpdateDataset(google::cloud::aiplatform::v1::Dataset const &, google::protobuf::FieldMask const &, Options)
          • UpdateDataset(google::cloud::aiplatform::v1::UpdateDatasetRequest const &, Options)
          • ListDatasets(std::string const &, Options)
          • ListDatasets(google::cloud::aiplatform::v1::ListDatasetsRequest, Options)
          • DeleteDataset(std::string const &, Options)
          • DeleteDataset(google::cloud::aiplatform::v1::DeleteDatasetRequest const &, Options)
          • ImportData(std::string const &, std::vector< google::cloud::aiplatform::v1::ImportDataConfig > const &, Options)
          • ImportData(google::cloud::aiplatform::v1::ImportDataRequest const &, Options)
          • ExportData(std::string const &, google::cloud::aiplatform::v1::ExportDataConfig const &, Options)
          • ExportData(google::cloud::aiplatform::v1::ExportDataRequest const &, Options)
          • CreateDatasetVersion(std::string const &, google::cloud::aiplatform::v1::DatasetVersion const &, Options)
          • CreateDatasetVersion(google::cloud::aiplatform::v1::CreateDatasetVersionRequest const &, Options)
          • DeleteDatasetVersion(std::string const &, Options)
          • DeleteDatasetVersion(google::cloud::aiplatform::v1::DeleteDatasetVersionRequest const &, Options)
          • GetDatasetVersion(std::string const &, Options)
          • GetDatasetVersion(google::cloud::aiplatform::v1::GetDatasetVersionRequest const &, Options)
          • ListDatasetVersions(std::string const &, Options)
          • ListDatasetVersions(google::cloud::aiplatform::v1::ListDatasetVersionsRequest, Options)
          • RestoreDatasetVersion(std::string const &, Options)
          • RestoreDatasetVersion(google::cloud::aiplatform::v1::RestoreDatasetVersionRequest const &, Options)
          • ListDataItems(std::string const &, Options)
          • ListDataItems(google::cloud::aiplatform::v1::ListDataItemsRequest, Options)
          • SearchDataItems(google::cloud::aiplatform::v1::SearchDataItemsRequest, Options)
          • ListSavedQueries(std::string const &, Options)
          • ListSavedQueries(google::cloud::aiplatform::v1::ListSavedQueriesRequest, Options)
          • DeleteSavedQuery(std::string const &, Options)
          • DeleteSavedQuery(google::cloud::aiplatform::v1::DeleteSavedQueryRequest const &, Options)
          • GetAnnotationSpec(std::string const &, Options)
          • GetAnnotationSpec(google::cloud::aiplatform::v1::GetAnnotationSpecRequest const &, Options)
          • ListAnnotations(std::string const &, Options)
          • ListAnnotations(google::cloud::aiplatform::v1::ListAnnotationsRequest, Options)

      • DatasetServiceConnectionIdempotencyPolicy

        • Overview

      • DatasetServiceLimitedErrorCountRetryPolicy

        • Overview

      • DatasetServiceLimitedTimeRetryPolicy

        • Overview

      • EndpointServiceClient

        • Overview

        • Functions

          • CreateEndpoint(std::string const &, google::cloud::aiplatform::v1::Endpoint const &, Options)
          • CreateEndpoint(std::string const &, google::cloud::aiplatform::v1::Endpoint const &, std::string const &, Options)
          • CreateEndpoint(google::cloud::aiplatform::v1::CreateEndpointRequest const &, Options)
          • GetEndpoint(std::string const &, Options)
          • GetEndpoint(google::cloud::aiplatform::v1::GetEndpointRequest const &, Options)
          • ListEndpoints(std::string const &, Options)
          • ListEndpoints(google::cloud::aiplatform::v1::ListEndpointsRequest, Options)
          • UpdateEndpoint(google::cloud::aiplatform::v1::Endpoint const &, google::protobuf::FieldMask const &, Options)
          • UpdateEndpoint(google::cloud::aiplatform::v1::UpdateEndpointRequest const &, Options)
          • DeleteEndpoint(std::string const &, Options)
          • DeleteEndpoint(google::cloud::aiplatform::v1::DeleteEndpointRequest const &, Options)
          • DeployModel(std::string const &, google::cloud::aiplatform::v1::DeployedModel const &, std::map< std::string, std::int32_t > const &, Options)
          • DeployModel(google::cloud::aiplatform::v1::DeployModelRequest const &, Options)
          • UndeployModel(std::string const &, std::string const &, std::map< std::string, std::int32_t > const &, Options)
          • UndeployModel(google::cloud::aiplatform::v1::UndeployModelRequest const &, Options)
          • MutateDeployedModel(std::string const &, google::cloud::aiplatform::v1::DeployedModel const &, google::protobuf::FieldMask const &, Options)
          • MutateDeployedModel(google::cloud::aiplatform::v1::MutateDeployedModelRequest const &, Options)

      • EndpointServiceConnectionIdempotencyPolicy

        • Overview

      • EndpointServiceLimitedErrorCountRetryPolicy

        • Overview

      • EndpointServiceLimitedTimeRetryPolicy

        • Overview

      • FeaturestoreOnlineServingServiceClient

        • Overview

      • FeaturestoreOnlineServingServiceConnection

        • Overview

      • FeaturestoreOnlineServingServiceConnectionIdempotencyPolicy

        • Overview

      • FeaturestoreOnlineServingServiceLimitedErrorCountRetryPolicy

        • Overview

      • FeaturestoreOnlineServingServiceLimitedTimeRetryPolicy

        • Overview

      • FeaturestoreOnlineServingServiceRetryPolicy

        • Overview

      • FeaturestoreServiceClient

        • Overview

        • Functions

          • CreateFeaturestore(std::string const &, google::cloud::aiplatform::v1::Featurestore const &, Options)
          • CreateFeaturestore(std::string const &, google::cloud::aiplatform::v1::Featurestore const &, std::string const &, Options)
          • CreateFeaturestore(google::cloud::aiplatform::v1::CreateFeaturestoreRequest const &, Options)
          • GetFeaturestore(std::string const &, Options)
          • GetFeaturestore(google::cloud::aiplatform::v1::GetFeaturestoreRequest const &, Options)
          • ListFeaturestores(std::string const &, Options)
          • ListFeaturestores(google::cloud::aiplatform::v1::ListFeaturestoresRequest, Options)
          • UpdateFeaturestore(google::cloud::aiplatform::v1::Featurestore const &, google::protobuf::FieldMask const &, Options)
          • UpdateFeaturestore(google::cloud::aiplatform::v1::UpdateFeaturestoreRequest const &, Options)
          • DeleteFeaturestore(std::string const &, Options)
          • DeleteFeaturestore(std::string const &, bool, Options)
          • DeleteFeaturestore(google::cloud::aiplatform::v1::DeleteFeaturestoreRequest const &, Options)
          • CreateEntityType(std::string const &, google::cloud::aiplatform::v1::EntityType const &, Options)
          • CreateEntityType(std::string const &, google::cloud::aiplatform::v1::EntityType const &, std::string const &, Options)
          • CreateEntityType(google::cloud::aiplatform::v1::CreateEntityTypeRequest const &, Options)
          • GetEntityType(std::string const &, Options)
          • GetEntityType(google::cloud::aiplatform::v1::GetEntityTypeRequest const &, Options)
          • ListEntityTypes(std::string const &, Options)
          • ListEntityTypes(google::cloud::aiplatform::v1::ListEntityTypesRequest, Options)
          • UpdateEntityType(google::cloud::aiplatform::v1::EntityType const &, google::protobuf::FieldMask const &, Options)
          • UpdateEntityType(google::cloud::aiplatform::v1::UpdateEntityTypeRequest const &, Options)
          • DeleteEntityType(std::string const &, Options)
          • DeleteEntityType(std::string const &, bool, Options)
          • DeleteEntityType(google::cloud::aiplatform::v1::DeleteEntityTypeRequest const &, Options)
          • CreateFeature(std::string const &, google::cloud::aiplatform::v1::Feature const &, Options)
          • CreateFeature(std::string const &, google::cloud::aiplatform::v1::Feature const &, std::string const &, Options)
          • CreateFeature(google::cloud::aiplatform::v1::CreateFeatureRequest const &, Options)
          • BatchCreateFeatures(std::string const &, std::vector< google::cloud::aiplatform::v1::CreateFeatureRequest > const &, Options)
          • BatchCreateFeatures(google::cloud::aiplatform::v1::BatchCreateFeaturesRequest const &, Options)
          • GetFeature(std::string const &, Options)
          • GetFeature(google::cloud::aiplatform::v1::GetFeatureRequest const &, Options)
          • ListFeatures(std::string const &, Options)
          • ListFeatures(google::cloud::aiplatform::v1::ListFeaturesRequest, Options)
          • UpdateFeature(google::cloud::aiplatform::v1::Feature const &, google::protobuf::FieldMask const &, Options)
          • UpdateFeature(google::cloud::aiplatform::v1::UpdateFeatureRequest const &, Options)
          • DeleteFeature(std::string const &, Options)
          • DeleteFeature(google::cloud::aiplatform::v1::DeleteFeatureRequest const &, Options)
          • ImportFeatureValues(std::string const &, Options)
          • ImportFeatureValues(google::cloud::aiplatform::v1::ImportFeatureValuesRequest const &, Options)
          • BatchReadFeatureValues(std::string const &, Options)
          • BatchReadFeatureValues(google::cloud::aiplatform::v1::BatchReadFeatureValuesRequest const &, Options)
          • ExportFeatureValues(std::string const &, Options)
          • ExportFeatureValues(google::cloud::aiplatform::v1::ExportFeatureValuesRequest const &, Options)
          • DeleteFeatureValues(std::string const &, Options)
          • DeleteFeatureValues(google::cloud::aiplatform::v1::DeleteFeatureValuesRequest const &, Options)
          • SearchFeatures(std::string const &, Options)
          • SearchFeatures(std::string const &, std::string const &, Options)
          • SearchFeatures(google::cloud::aiplatform::v1::SearchFeaturesRequest, Options)

      • FeaturestoreServiceConnectionIdempotencyPolicy

        • Overview

      • FeaturestoreServiceLimitedErrorCountRetryPolicy

        • Overview

      • FeaturestoreServiceLimitedTimeRetryPolicy

        • Overview

      • IndexEndpointServiceClient

        • Overview

        • Functions

          • CreateIndexEndpoint(std::string const &, google::cloud::aiplatform::v1::IndexEndpoint const &, Options)
          • CreateIndexEndpoint(google::cloud::aiplatform::v1::CreateIndexEndpointRequest const &, Options)
          • GetIndexEndpoint(std::string const &, Options)
          • GetIndexEndpoint(google::cloud::aiplatform::v1::GetIndexEndpointRequest const &, Options)
          • ListIndexEndpoints(std::string const &, Options)
          • ListIndexEndpoints(google::cloud::aiplatform::v1::ListIndexEndpointsRequest, Options)
          • UpdateIndexEndpoint(google::cloud::aiplatform::v1::IndexEndpoint const &, google::protobuf::FieldMask const &, Options)
          • UpdateIndexEndpoint(google::cloud::aiplatform::v1::UpdateIndexEndpointRequest const &, Options)
          • DeleteIndexEndpoint(std::string const &, Options)
          • DeleteIndexEndpoint(google::cloud::aiplatform::v1::DeleteIndexEndpointRequest const &, Options)
          • DeployIndex(std::string const &, google::cloud::aiplatform::v1::DeployedIndex const &, Options)
          • DeployIndex(google::cloud::aiplatform::v1::DeployIndexRequest const &, Options)
          • UndeployIndex(std::string const &, std::string const &, Options)
          • UndeployIndex(google::cloud::aiplatform::v1::UndeployIndexRequest const &, Options)
          • MutateDeployedIndex(std::string const &, google::cloud::aiplatform::v1::DeployedIndex const &, Options)
          • MutateDeployedIndex(google::cloud::aiplatform::v1::MutateDeployedIndexRequest const &, Options)

      • IndexEndpointServiceConnectionIdempotencyPolicy

        • Overview

      • IndexEndpointServiceLimitedErrorCountRetryPolicy

        • Overview

      • IndexEndpointServiceLimitedTimeRetryPolicy

        • Overview

      • IndexEndpointServiceRetryPolicy

        • Overview

      • IndexServiceClient

        • Overview

        • Functions

          • CreateIndex(std::string const &, google::cloud::aiplatform::v1::Index const &, Options)
          • CreateIndex(google::cloud::aiplatform::v1::CreateIndexRequest const &, Options)
          • GetIndex(std::string const &, Options)
          • GetIndex(google::cloud::aiplatform::v1::GetIndexRequest const &, Options)
          • ListIndexes(std::string const &, Options)
          • ListIndexes(google::cloud::aiplatform::v1::ListIndexesRequest, Options)
          • UpdateIndex(google::cloud::aiplatform::v1::Index const &, google::protobuf::FieldMask const &, Options)
          • UpdateIndex(google::cloud::aiplatform::v1::UpdateIndexRequest const &, Options)
          • DeleteIndex(std::string const &, Options)
          • DeleteIndex(google::cloud::aiplatform::v1::DeleteIndexRequest const &, Options)
          • UpsertDatapoints(google::cloud::aiplatform::v1::UpsertDatapointsRequest const &, Options)
          • RemoveDatapoints(google::cloud::aiplatform::v1::RemoveDatapointsRequest const &, Options)

      • IndexServiceConnectionIdempotencyPolicy

        • Overview

      • IndexServiceLimitedErrorCountRetryPolicy

        • Overview

      • IndexServiceLimitedTimeRetryPolicy

        • Overview

      • JobServiceClient

        • Overview

        • Functions

          • CreateCustomJob(std::string const &, google::cloud::aiplatform::v1::CustomJob const &, Options)
          • CreateCustomJob(google::cloud::aiplatform::v1::CreateCustomJobRequest const &, Options)
          • GetCustomJob(std::string const &, Options)
          • GetCustomJob(google::cloud::aiplatform::v1::GetCustomJobRequest const &, Options)
          • ListCustomJobs(std::string const &, Options)
          • ListCustomJobs(google::cloud::aiplatform::v1::ListCustomJobsRequest, Options)
          • DeleteCustomJob(std::string const &, Options)
          • DeleteCustomJob(google::cloud::aiplatform::v1::DeleteCustomJobRequest const &, Options)
          • CancelCustomJob(std::string const &, Options)
          • CancelCustomJob(google::cloud::aiplatform::v1::CancelCustomJobRequest const &, Options)
          • CreateDataLabelingJob(std::string const &, google::cloud::aiplatform::v1::DataLabelingJob const &, Options)
          • CreateDataLabelingJob(google::cloud::aiplatform::v1::CreateDataLabelingJobRequest const &, Options)
          • GetDataLabelingJob(std::string const &, Options)
          • GetDataLabelingJob(google::cloud::aiplatform::v1::GetDataLabelingJobRequest const &, Options)
          • ListDataLabelingJobs(std::string const &, Options)
          • ListDataLabelingJobs(google::cloud::aiplatform::v1::ListDataLabelingJobsRequest, Options)
          • DeleteDataLabelingJob(std::string const &, Options)
          • DeleteDataLabelingJob(google::cloud::aiplatform::v1::DeleteDataLabelingJobRequest const &, Options)
          • CancelDataLabelingJob(std::string const &, Options)
          • CancelDataLabelingJob(google::cloud::aiplatform::v1::CancelDataLabelingJobRequest const &, Options)
          • CreateHyperparameterTuningJob(std::string const &, google::cloud::aiplatform::v1::HyperparameterTuningJob const &, Options)
          • CreateHyperparameterTuningJob(google::cloud::aiplatform::v1::CreateHyperparameterTuningJobRequest const &, Options)
          • GetHyperparameterTuningJob(std::string const &, Options)
          • GetHyperparameterTuningJob(google::cloud::aiplatform::v1::GetHyperparameterTuningJobRequest const &, Options)
          • ListHyperparameterTuningJobs(std::string const &, Options)
          • ListHyperparameterTuningJobs(google::cloud::aiplatform::v1::ListHyperparameterTuningJobsRequest, Options)
          • DeleteHyperparameterTuningJob(std::string const &, Options)
          • DeleteHyperparameterTuningJob(google::cloud::aiplatform::v1::DeleteHyperparameterTuningJobRequest const &, Options)
          • CancelHyperparameterTuningJob(std::string const &, Options)
          • CancelHyperparameterTuningJob(google::cloud::aiplatform::v1::CancelHyperparameterTuningJobRequest const &, Options)
          • CreateNasJob(std::string const &, google::cloud::aiplatform::v1::NasJob const &, Options)
          • CreateNasJob(google::cloud::aiplatform::v1::CreateNasJobRequest const &, Options)
          • GetNasJob(std::string const &, Options)
          • GetNasJob(google::cloud::aiplatform::v1::GetNasJobRequest const &, Options)
          • ListNasJobs(std::string const &, Options)
          • ListNasJobs(google::cloud::aiplatform::v1::ListNasJobsRequest, Options)
          • DeleteNasJob(std::string const &, Options)
          • DeleteNasJob(google::cloud::aiplatform::v1::DeleteNasJobRequest const &, Options)
          • CancelNasJob(std::string const &, Options)
          • CancelNasJob(google::cloud::aiplatform::v1::CancelNasJobRequest const &, Options)
          • GetNasTrialDetail(std::string const &, Options)
          • GetNasTrialDetail(google::cloud::aiplatform::v1::GetNasTrialDetailRequest const &, Options)
          • ListNasTrialDetails(std::string const &, Options)
          • ListNasTrialDetails(google::cloud::aiplatform::v1::ListNasTrialDetailsRequest, Options)
          • CreateBatchPredictionJob(std::string const &, google::cloud::aiplatform::v1::BatchPredictionJob const &, Options)
          • CreateBatchPredictionJob(google::cloud::aiplatform::v1::CreateBatchPredictionJobRequest const &, Options)
          • GetBatchPredictionJob(std::string const &, Options)
          • GetBatchPredictionJob(google::cloud::aiplatform::v1::GetBatchPredictionJobRequest const &, Options)
          • ListBatchPredictionJobs(std::string const &, Options)
          • ListBatchPredictionJobs(google::cloud::aiplatform::v1::ListBatchPredictionJobsRequest, Options)
          • DeleteBatchPredictionJob(std::string const &, Options)
          • DeleteBatchPredictionJob(google::cloud::aiplatform::v1::DeleteBatchPredictionJobRequest const &, Options)
          • CancelBatchPredictionJob(std::string const &, Options)
          • CancelBatchPredictionJob(google::cloud::aiplatform::v1::CancelBatchPredictionJobRequest const &, Options)
          • CreateModelDeploymentMonitoringJob(std::string const &, google::cloud::aiplatform::v1::ModelDeploymentMonitoringJob const &, Options)
          • CreateModelDeploymentMonitoringJob(google::cloud::aiplatform::v1::CreateModelDeploymentMonitoringJobRequest const &, Options)
          • SearchModelDeploymentMonitoringStatsAnomalies(std::string const &, std::string const &, Options)
          • SearchModelDeploymentMonitoringStatsAnomalies(google::cloud::aiplatform::v1::SearchModelDeploymentMonitoringStatsAnomaliesRequest, Options)
          • GetModelDeploymentMonitoringJob(std::string const &, Options)
          • GetModelDeploymentMonitoringJob(google::cloud::aiplatform::v1::GetModelDeploymentMonitoringJobRequest const &, Options)
          • ListModelDeploymentMonitoringJobs(std::string const &, Options)
          • ListModelDeploymentMonitoringJobs(google::cloud::aiplatform::v1::ListModelDeploymentMonitoringJobsRequest, Options)
          • UpdateModelDeploymentMonitoringJob(google::cloud::aiplatform::v1::ModelDeploymentMonitoringJob const &, google::protobuf::FieldMask const &, Options)
          • UpdateModelDeploymentMonitoringJob(google::cloud::aiplatform::v1::UpdateModelDeploymentMonitoringJobRequest const &, Options)
          • DeleteModelDeploymentMonitoringJob(std::string const &, Options)
          • DeleteModelDeploymentMonitoringJob(google::cloud::aiplatform::v1::DeleteModelDeploymentMonitoringJobRequest const &, Options)
          • PauseModelDeploymentMonitoringJob(std::string const &, Options)
          • PauseModelDeploymentMonitoringJob(google::cloud::aiplatform::v1::PauseModelDeploymentMonitoringJobRequest const &, Options)
          • ResumeModelDeploymentMonitoringJob(std::string const &, Options)
          • ResumeModelDeploymentMonitoringJob(google::cloud::aiplatform::v1::ResumeModelDeploymentMonitoringJobRequest const &, Options)

      • JobServiceConnectionIdempotencyPolicy

        • Overview

      • JobServiceLimitedErrorCountRetryPolicy

        • Overview

      • JobServiceLimitedTimeRetryPolicy

        • Overview

      • MatchServiceConnectionIdempotencyPolicy

        • Overview

      • MatchServiceLimitedErrorCountRetryPolicy

        • Overview

      • MatchServiceLimitedTimeRetryPolicy

        • Overview

      • MetadataServiceClient

        • Overview

        • Functions

          • CreateMetadataStore(std::string const &, google::cloud::aiplatform::v1::MetadataStore const &, std::string const &, Options)
          • CreateMetadataStore(google::cloud::aiplatform::v1::CreateMetadataStoreRequest const &, Options)
          • GetMetadataStore(std::string const &, Options)
          • GetMetadataStore(google::cloud::aiplatform::v1::GetMetadataStoreRequest const &, Options)
          • ListMetadataStores(std::string const &, Options)
          • ListMetadataStores(google::cloud::aiplatform::v1::ListMetadataStoresRequest, Options)
          • DeleteMetadataStore(std::string const &, Options)
          • DeleteMetadataStore(google::cloud::aiplatform::v1::DeleteMetadataStoreRequest const &, Options)
          • CreateArtifact(std::string const &, google::cloud::aiplatform::v1::Artifact const &, std::string const &, Options)
          • CreateArtifact(google::cloud::aiplatform::v1::CreateArtifactRequest const &, Options)
          • GetArtifact(std::string const &, Options)
          • GetArtifact(google::cloud::aiplatform::v1::GetArtifactRequest const &, Options)
          • ListArtifacts(std::string const &, Options)
          • ListArtifacts(google::cloud::aiplatform::v1::ListArtifactsRequest, Options)
          • UpdateArtifact(google::cloud::aiplatform::v1::Artifact const &, google::protobuf::FieldMask const &, Options)
          • UpdateArtifact(google::cloud::aiplatform::v1::UpdateArtifactRequest const &, Options)
          • DeleteArtifact(std::string const &, Options)
          • DeleteArtifact(google::cloud::aiplatform::v1::DeleteArtifactRequest const &, Options)
          • PurgeArtifacts(std::string const &, Options)
          • PurgeArtifacts(google::cloud::aiplatform::v1::PurgeArtifactsRequest const &, Options)
          • CreateContext(std::string const &, google::cloud::aiplatform::v1::Context const &, std::string const &, Options)
          • CreateContext(google::cloud::aiplatform::v1::CreateContextRequest const &, Options)
          • GetContext(std::string const &, Options)
          • GetContext(google::cloud::aiplatform::v1::GetContextRequest const &, Options)
          • ListContexts(std::string const &, Options)
          • ListContexts(google::cloud::aiplatform::v1::ListContextsRequest, Options)
          • UpdateContext(google::cloud::aiplatform::v1::Context const &, google::protobuf::FieldMask const &, Options)
          • UpdateContext(google::cloud::aiplatform::v1::UpdateContextRequest const &, Options)
          • DeleteContext(std::string const &, Options)
          • DeleteContext(google::cloud::aiplatform::v1::DeleteContextRequest const &, Options)
          • PurgeContexts(std::string const &, Options)
          • PurgeContexts(google::cloud::aiplatform::v1::PurgeContextsRequest const &, Options)
          • AddContextArtifactsAndExecutions(std::string const &, std::vector< std::string > const &, std::vector< std::string > const &, Options)
          • AddContextArtifactsAndExecutions(google::cloud::aiplatform::v1::AddContextArtifactsAndExecutionsRequest const &, Options)
          • AddContextChildren(std::string const &, std::vector< std::string > const &, Options)
          • AddContextChildren(google::cloud::aiplatform::v1::AddContextChildrenRequest const &, Options)
          • RemoveContextChildren(std::string const &, std::vector< std::string > const &, Options)
          • RemoveContextChildren(google::cloud::aiplatform::v1::RemoveContextChildrenRequest const &, Options)
          • QueryContextLineageSubgraph(std::string const &, Options)
          • QueryContextLineageSubgraph(google::cloud::aiplatform::v1::QueryContextLineageSubgraphRequest const &, Options)
          • CreateExecution(std::string const &, google::cloud::aiplatform::v1::Execution const &, std::string const &, Options)
          • CreateExecution(google::cloud::aiplatform::v1::CreateExecutionRequest const &, Options)
          • GetExecution(std::string const &, Options)
          • GetExecution(google::cloud::aiplatform::v1::GetExecutionRequest const &, Options)
          • ListExecutions(std::string const &, Options)
          • ListExecutions(google::cloud::aiplatform::v1::ListExecutionsRequest, Options)
          • UpdateExecution(google::cloud::aiplatform::v1::Execution const &, google::protobuf::FieldMask const &, Options)
          • UpdateExecution(google::cloud::aiplatform::v1::UpdateExecutionRequest const &, Options)
          • DeleteExecution(std::string const &, Options)
          • DeleteExecution(google::cloud::aiplatform::v1::DeleteExecutionRequest const &, Options)
          • PurgeExecutions(std::string const &, Options)
          • PurgeExecutions(google::cloud::aiplatform::v1::PurgeExecutionsRequest const &, Options)
          • AddExecutionEvents(std::string const &, std::vector< google::cloud::aiplatform::v1::Event > const &, Options)
          • AddExecutionEvents(google::cloud::aiplatform::v1::AddExecutionEventsRequest const &, Options)
          • QueryExecutionInputsAndOutputs(std::string const &, Options)
          • QueryExecutionInputsAndOutputs(google::cloud::aiplatform::v1::QueryExecutionInputsAndOutputsRequest const &, Options)
          • CreateMetadataSchema(std::string const &, google::cloud::aiplatform::v1::MetadataSchema const &, std::string const &, Options)
          • CreateMetadataSchema(google::cloud::aiplatform::v1::CreateMetadataSchemaRequest const &, Options)
          • GetMetadataSchema(std::string const &, Options)
          • GetMetadataSchema(google::cloud::aiplatform::v1::GetMetadataSchemaRequest const &, Options)
          • ListMetadataSchemas(std::string const &, Options)
          • ListMetadataSchemas(google::cloud::aiplatform::v1::ListMetadataSchemasRequest, Options)
          • QueryArtifactLineageSubgraph(std::string const &, Options)
          • QueryArtifactLineageSubgraph(google::cloud::aiplatform::v1::QueryArtifactLineageSubgraphRequest const &, Options)

      • MetadataServiceConnectionIdempotencyPolicy

        • Overview

      • MetadataServiceLimitedErrorCountRetryPolicy

        • Overview

      • MetadataServiceLimitedTimeRetryPolicy

        • Overview

      • MigrationServiceConnectionIdempotencyPolicy

        • Overview

      • MigrationServiceLimitedErrorCountRetryPolicy

        • Overview

      • MigrationServiceLimitedTimeRetryPolicy

        • Overview

      • ModelGardenServiceConnectionIdempotencyPolicy

        • Overview

      • ModelGardenServiceLimitedErrorCountRetryPolicy

        • Overview

      • ModelGardenServiceLimitedTimeRetryPolicy

        • Overview

      • ModelServiceClient

        • Overview

        • Functions

          • UploadModel(std::string const &, google::cloud::aiplatform::v1::Model const &, Options)
          • UploadModel(google::cloud::aiplatform::v1::UploadModelRequest const &, Options)
          • GetModel(std::string const &, Options)
          • GetModel(google::cloud::aiplatform::v1::GetModelRequest const &, Options)
          • ListModels(std::string const &, Options)
          • ListModels(google::cloud::aiplatform::v1::ListModelsRequest, Options)
          • ListModelVersions(std::string const &, Options)
          • ListModelVersions(google::cloud::aiplatform::v1::ListModelVersionsRequest, Options)
          • UpdateModel(google::cloud::aiplatform::v1::Model const &, google::protobuf::FieldMask const &, Options)
          • UpdateModel(google::cloud::aiplatform::v1::UpdateModelRequest const &, Options)
          • UpdateExplanationDataset(std::string const &, Options)
          • UpdateExplanationDataset(google::cloud::aiplatform::v1::UpdateExplanationDatasetRequest const &, Options)
          • DeleteModel(std::string const &, Options)
          • DeleteModel(google::cloud::aiplatform::v1::DeleteModelRequest const &, Options)
          • DeleteModelVersion(std::string const &, Options)
          • DeleteModelVersion(google::cloud::aiplatform::v1::DeleteModelVersionRequest const &, Options)
          • MergeVersionAliases(std::string const &, std::vector< std::string > const &, Options)
          • MergeVersionAliases(google::cloud::aiplatform::v1::MergeVersionAliasesRequest const &, Options)
          • ExportModel(std::string const &, google::cloud::aiplatform::v1::ExportModelRequest::OutputConfig const &, Options)
          • ExportModel(google::cloud::aiplatform::v1::ExportModelRequest const &, Options)
          • CopyModel(std::string const &, std::string const &, Options)
          • CopyModel(google::cloud::aiplatform::v1::CopyModelRequest const &, Options)
          • ImportModelEvaluation(std::string const &, google::cloud::aiplatform::v1::ModelEvaluation const &, Options)
          • ImportModelEvaluation(google::cloud::aiplatform::v1::ImportModelEvaluationRequest const &, Options)
          • BatchImportModelEvaluationSlices(std::string const &, std::vector< google::cloud::aiplatform::v1::ModelEvaluationSlice > const &, Options)
          • BatchImportModelEvaluationSlices(google::cloud::aiplatform::v1::BatchImportModelEvaluationSlicesRequest const &, Options)
          • BatchImportEvaluatedAnnotations(std::string const &, std::vector< google::cloud::aiplatform::v1::EvaluatedAnnotation > const &, Options)
          • BatchImportEvaluatedAnnotations(google::cloud::aiplatform::v1::BatchImportEvaluatedAnnotationsRequest const &, Options)
          • GetModelEvaluation(std::string const &, Options)
          • GetModelEvaluation(google::cloud::aiplatform::v1::GetModelEvaluationRequest const &, Options)
          • ListModelEvaluations(std::string const &, Options)
          • ListModelEvaluations(google::cloud::aiplatform::v1::ListModelEvaluationsRequest, Options)
          • GetModelEvaluationSlice(std::string const &, Options)
          • GetModelEvaluationSlice(google::cloud::aiplatform::v1::GetModelEvaluationSliceRequest const &, Options)
          • ListModelEvaluationSlices(std::string const &, Options)
          • ListModelEvaluationSlices(google::cloud::aiplatform::v1::ListModelEvaluationSlicesRequest, Options)

      • ModelServiceConnectionIdempotencyPolicy

        • Overview

      • ModelServiceLimitedErrorCountRetryPolicy

        • Overview

      • ModelServiceLimitedTimeRetryPolicy

        • Overview

      • PipelineServiceClient

        • Overview

        • Functions

          • CreateTrainingPipeline(std::string const &, google::cloud::aiplatform::v1::TrainingPipeline const &, Options)
          • CreateTrainingPipeline(google::cloud::aiplatform::v1::CreateTrainingPipelineRequest const &, Options)
          • GetTrainingPipeline(std::string const &, Options)
          • GetTrainingPipeline(google::cloud::aiplatform::v1::GetTrainingPipelineRequest const &, Options)
          • ListTrainingPipelines(std::string const &, Options)
          • ListTrainingPipelines(google::cloud::aiplatform::v1::ListTrainingPipelinesRequest, Options)
          • DeleteTrainingPipeline(std::string const &, Options)
          • DeleteTrainingPipeline(google::cloud::aiplatform::v1::DeleteTrainingPipelineRequest const &, Options)
          • CancelTrainingPipeline(std::string const &, Options)
          • CancelTrainingPipeline(google::cloud::aiplatform::v1::CancelTrainingPipelineRequest const &, Options)
          • CreatePipelineJob(std::string const &, google::cloud::aiplatform::v1::PipelineJob const &, std::string const &, Options)
          • CreatePipelineJob(google::cloud::aiplatform::v1::CreatePipelineJobRequest const &, Options)
          • GetPipelineJob(std::string const &, Options)
          • GetPipelineJob(google::cloud::aiplatform::v1::GetPipelineJobRequest const &, Options)
          • ListPipelineJobs(std::string const &, Options)
          • ListPipelineJobs(google::cloud::aiplatform::v1::ListPipelineJobsRequest, Options)
          • DeletePipelineJob(std::string const &, Options)
          • DeletePipelineJob(google::cloud::aiplatform::v1::DeletePipelineJobRequest const &, Options)
          • CancelPipelineJob(std::string const &, Options)
          • CancelPipelineJob(google::cloud::aiplatform::v1::CancelPipelineJobRequest const &, Options)

      • PipelineServiceConnectionIdempotencyPolicy

        • Overview

      • PipelineServiceLimitedErrorCountRetryPolicy

        • Overview

      • PipelineServiceLimitedTimeRetryPolicy

        • Overview

      • PredictionServiceClient

        • Overview

        • Functions

          • Predict(std::string const &, std::vector< google::protobuf::Value > const &, google::protobuf::Value const &, Options)
          • Predict(google::cloud::aiplatform::v1::PredictRequest const &, Options)
          • RawPredict(std::string const &, google::api::HttpBody const &, Options)
          • RawPredict(google::cloud::aiplatform::v1::RawPredictRequest const &, Options)
          • ServerStreamingPredict(google::cloud::aiplatform::v1::StreamingPredictRequest const &, Options)
          • Explain(std::string const &, std::vector< google::protobuf::Value > const &, google::protobuf::Value const &, std::string const &, Options)
          • Explain(google::cloud::aiplatform::v1::ExplainRequest const &, Options)

      • PredictionServiceConnectionIdempotencyPolicy

        • Overview

      • PredictionServiceLimitedErrorCountRetryPolicy

        • Overview

      • PredictionServiceLimitedTimeRetryPolicy

        • Overview

      • SpecialistPoolServiceClient

        • Overview

        • Functions

          • CreateSpecialistPool(std::string const &, google::cloud::aiplatform::v1::SpecialistPool const &, Options)
          • CreateSpecialistPool(google::cloud::aiplatform::v1::CreateSpecialistPoolRequest const &, Options)
          • GetSpecialistPool(std::string const &, Options)
          • GetSpecialistPool(google::cloud::aiplatform::v1::GetSpecialistPoolRequest const &, Options)
          • ListSpecialistPools(std::string const &, Options)
          • ListSpecialistPools(google::cloud::aiplatform::v1::ListSpecialistPoolsRequest, Options)
          • DeleteSpecialistPool(std::string const &, Options)
          • DeleteSpecialistPool(google::cloud::aiplatform::v1::DeleteSpecialistPoolRequest const &, Options)
          • UpdateSpecialistPool(google::cloud::aiplatform::v1::SpecialistPool const &, google::protobuf::FieldMask const &, Options)
          • UpdateSpecialistPool(google::cloud::aiplatform::v1::UpdateSpecialistPoolRequest const &, Options)

      • SpecialistPoolServiceConnection

        • Overview

      • SpecialistPoolServiceConnectionIdempotencyPolicy

        • Overview

      • SpecialistPoolServiceLimitedErrorCountRetryPolicy

        • Overview

      • SpecialistPoolServiceLimitedTimeRetryPolicy

        • Overview

      • SpecialistPoolServiceRetryPolicy

        • Overview

      • TensorboardServiceClient

        • Overview

        • Functions

          • CreateTensorboard(std::string const &, google::cloud::aiplatform::v1::Tensorboard const &, Options)
          • CreateTensorboard(google::cloud::aiplatform::v1::CreateTensorboardRequest const &, Options)
          • GetTensorboard(std::string const &, Options)
          • GetTensorboard(google::cloud::aiplatform::v1::GetTensorboardRequest const &, Options)
          • UpdateTensorboard(google::cloud::aiplatform::v1::Tensorboard const &, google::protobuf::FieldMask const &, Options)
          • UpdateTensorboard(google::cloud::aiplatform::v1::UpdateTensorboardRequest const &, Options)
          • ListTensorboards(std::string const &, Options)
          • ListTensorboards(google::cloud::aiplatform::v1::ListTensorboardsRequest, Options)
          • DeleteTensorboard(std::string const &, Options)
          • DeleteTensorboard(google::cloud::aiplatform::v1::DeleteTensorboardRequest const &, Options)
          • ReadTensorboardUsage(std::string const &, Options)
          • ReadTensorboardUsage(google::cloud::aiplatform::v1::ReadTensorboardUsageRequest const &, Options)
          • ReadTensorboardSize(std::string const &, Options)
          • ReadTensorboardSize(google::cloud::aiplatform::v1::ReadTensorboardSizeRequest const &, Options)
          • CreateTensorboardExperiment(std::string const &, google::cloud::aiplatform::v1::TensorboardExperiment const &, std::string const &, Options)
          • CreateTensorboardExperiment(google::cloud::aiplatform::v1::CreateTensorboardExperimentRequest const &, Options)
          • GetTensorboardExperiment(std::string const &, Options)
          • GetTensorboardExperiment(google::cloud::aiplatform::v1::GetTensorboardExperimentRequest const &, Options)
          • UpdateTensorboardExperiment(google::cloud::aiplatform::v1::TensorboardExperiment const &, google::protobuf::FieldMask const &, Options)
          • UpdateTensorboardExperiment(google::cloud::aiplatform::v1::UpdateTensorboardExperimentRequest const &, Options)
          • ListTensorboardExperiments(std::string const &, Options)
          • ListTensorboardExperiments(google::cloud::aiplatform::v1::ListTensorboardExperimentsRequest, Options)
          • DeleteTensorboardExperiment(std::string const &, Options)
          • DeleteTensorboardExperiment(google::cloud::aiplatform::v1::DeleteTensorboardExperimentRequest const &, Options)
          • CreateTensorboardRun(std::string const &, google::cloud::aiplatform::v1::TensorboardRun const &, std::string const &, Options)
          • CreateTensorboardRun(google::cloud::aiplatform::v1::CreateTensorboardRunRequest const &, Options)
          • BatchCreateTensorboardRuns(std::string const &, std::vector< google::cloud::aiplatform::v1::CreateTensorboardRunRequest > const &, Options)
          • BatchCreateTensorboardRuns(google::cloud::aiplatform::v1::BatchCreateTensorboardRunsRequest const &, Options)
          • GetTensorboardRun(std::string const &, Options)
          • GetTensorboardRun(google::cloud::aiplatform::v1::GetTensorboardRunRequest const &, Options)
          • UpdateTensorboardRun(google::cloud::aiplatform::v1::TensorboardRun const &, google::protobuf::FieldMask const &, Options)
          • UpdateTensorboardRun(google::cloud::aiplatform::v1::UpdateTensorboardRunRequest const &, Options)
          • ListTensorboardRuns(std::string const &, Options)
          • ListTensorboardRuns(google::cloud::aiplatform::v1::ListTensorboardRunsRequest, Options)
          • DeleteTensorboardRun(std::string const &, Options)
          • DeleteTensorboardRun(google::cloud::aiplatform::v1::DeleteTensorboardRunRequest const &, Options)
          • BatchCreateTensorboardTimeSeries(std::string const &, std::vector< google::cloud::aiplatform::v1::CreateTensorboardTimeSeriesRequest > const &, Options)
          • BatchCreateTensorboardTimeSeries(google::cloud::aiplatform::v1::BatchCreateTensorboardTimeSeriesRequest const &, Options)
          • CreateTensorboardTimeSeries(std::string const &, google::cloud::aiplatform::v1::TensorboardTimeSeries const &, Options)
          • CreateTensorboardTimeSeries(google::cloud::aiplatform::v1::CreateTensorboardTimeSeriesRequest const &, Options)
          • GetTensorboardTimeSeries(std::string const &, Options)
          • GetTensorboardTimeSeries(google::cloud::aiplatform::v1::GetTensorboardTimeSeriesRequest const &, Options)
          • UpdateTensorboardTimeSeries(google::cloud::aiplatform::v1::TensorboardTimeSeries const &, google::protobuf::FieldMask const &, Options)
          • UpdateTensorboardTimeSeries(google::cloud::aiplatform::v1::UpdateTensorboardTimeSeriesRequest const &, Options)
          • ListTensorboardTimeSeries(std::string const &, Options)
          • ListTensorboardTimeSeries(google::cloud::aiplatform::v1::ListTensorboardTimeSeriesRequest, Options)
          • DeleteTensorboardTimeSeries(std::string const &, Options)
          • DeleteTensorboardTimeSeries(google::cloud::aiplatform::v1::DeleteTensorboardTimeSeriesRequest const &, Options)
          • BatchReadTensorboardTimeSeriesData(std::string const &, Options)
          • BatchReadTensorboardTimeSeriesData(google::cloud::aiplatform::v1::BatchReadTensorboardTimeSeriesDataRequest const &, Options)
          • ReadTensorboardTimeSeriesData(std::string const &, Options)
          • ReadTensorboardTimeSeriesData(google::cloud::aiplatform::v1::ReadTensorboardTimeSeriesDataRequest const &, Options)
          • ReadTensorboardBlobData(std::string const &, Options)
          • ReadTensorboardBlobData(google::cloud::aiplatform::v1::ReadTensorboardBlobDataRequest const &, Options)
          • WriteTensorboardExperimentData(std::string const &, std::vector< google::cloud::aiplatform::v1::WriteTensorboardRunDataRequest > const &, Options)
          • WriteTensorboardExperimentData(google::cloud::aiplatform::v1::WriteTensorboardExperimentDataRequest const &, Options)
          • WriteTensorboardRunData(std::string const &, std::vector< google::cloud::aiplatform::v1::TimeSeriesData > const &, Options)
          • WriteTensorboardRunData(google::cloud::aiplatform::v1::WriteTensorboardRunDataRequest const &, Options)
          • ExportTensorboardTimeSeriesData(std::string const &, Options)
          • ExportTensorboardTimeSeriesData(google::cloud::aiplatform::v1::ExportTensorboardTimeSeriesDataRequest, Options)

      • TensorboardServiceConnectionIdempotencyPolicy

        • Overview

      • TensorboardServiceLimitedErrorCountRetryPolicy

        • Overview

      • TensorboardServiceLimitedTimeRetryPolicy

        • Overview

      • VizierServiceClient

        • Overview

        • Functions

          • CreateStudy(std::string const &, google::cloud::aiplatform::v1::Study const &, Options)
          • CreateStudy(google::cloud::aiplatform::v1::CreateStudyRequest const &, Options)
          • GetStudy(std::string const &, Options)
          • GetStudy(google::cloud::aiplatform::v1::GetStudyRequest const &, Options)
          • ListStudies(std::string const &, Options)
          • ListStudies(google::cloud::aiplatform::v1::ListStudiesRequest, Options)
          • DeleteStudy(std::string const &, Options)
          • DeleteStudy(google::cloud::aiplatform::v1::DeleteStudyRequest const &, Options)
          • LookupStudy(std::string const &, Options)
          • LookupStudy(google::cloud::aiplatform::v1::LookupStudyRequest const &, Options)
          • SuggestTrials(google::cloud::aiplatform::v1::SuggestTrialsRequest const &, Options)
          • CreateTrial(std::string const &, google::cloud::aiplatform::v1::Trial const &, Options)
          • CreateTrial(google::cloud::aiplatform::v1::CreateTrialRequest const &, Options)
          • GetTrial(std::string const &, Options)
          • GetTrial(google::cloud::aiplatform::v1::GetTrialRequest const &, Options)
          • ListTrials(std::string const &, Options)
          • ListTrials(google::cloud::aiplatform::v1::ListTrialsRequest, Options)
          • AddTrialMeasurement(google::cloud::aiplatform::v1::AddTrialMeasurementRequest const &, Options)
          • CompleteTrial(google::cloud::aiplatform::v1::CompleteTrialRequest const &, Options)
          • DeleteTrial(std::string const &, Options)
          • DeleteTrial(google::cloud::aiplatform::v1::DeleteTrialRequest const &, Options)
          • CheckTrialEarlyStoppingState(google::cloud::aiplatform::v1::CheckTrialEarlyStoppingStateRequest const &, Options)
          • StopTrial(google::cloud::aiplatform::v1::StopTrialRequest const &, Options)
          • ListOptimalTrials(std::string const &, Options)
          • ListOptimalTrials(google::cloud::aiplatform::v1::ListOptimalTrialsRequest const &, Options)

      • VizierServiceConnectionIdempotencyPolicy

        • Overview

      • VizierServiceLimitedErrorCountRetryPolicy

        • Overview

      • VizierServiceLimitedTimeRetryPolicy

        • Overview

    • Functions

      • MakeDatasetServiceConnection(std::string const &, Options)
      • MakeDefaultDatasetServiceConnectionIdempotencyPolicy()
      • MakeEndpointServiceConnection(std::string const &, Options)
      • MakeDefaultEndpointServiceConnectionIdempotencyPolicy()
      • MakeFeaturestoreServiceConnection(std::string const &, Options)
      • MakeDefaultFeaturestoreServiceConnectionIdempotencyPolicy()
      • MakeFeaturestoreOnlineServingServiceConnection(std::string const &, Options)
      • MakeDefaultFeaturestoreOnlineServingServiceConnectionIdempotencyPolicy()
      • MakeIndexServiceConnection(std::string const &, Options)
      • MakeDefaultIndexServiceConnectionIdempotencyPolicy()
      • MakeIndexEndpointServiceConnection(std::string const &, Options)
      • MakeDefaultIndexEndpointServiceConnectionIdempotencyPolicy()
      • MakeJobServiceConnection(std::string const &, Options)
      • MakeDefaultJobServiceConnectionIdempotencyPolicy()
      • MakeMatchServiceConnection(std::string const &, Options)
      • MakeDefaultMatchServiceConnectionIdempotencyPolicy()
      • MakeMetadataServiceConnection(std::string const &, Options)
      • MakeDefaultMetadataServiceConnectionIdempotencyPolicy()
      • MakeMigrationServiceConnection(std::string const &, Options)
      • MakeDefaultMigrationServiceConnectionIdempotencyPolicy()
      • MakeModelServiceConnection(std::string const &, Options)
      • MakeDefaultModelServiceConnectionIdempotencyPolicy()
      • MakeModelGardenServiceConnection(std::string const &, Options)
      • MakeDefaultModelGardenServiceConnectionIdempotencyPolicy()
      • MakePipelineServiceConnection(std::string const &, Options)
      • MakeDefaultPipelineServiceConnectionIdempotencyPolicy()
      • MakePredictionServiceConnection(std::string const &, Options)
      • MakeDefaultPredictionServiceConnectionIdempotencyPolicy()
      • MakeSpecialistPoolServiceConnection(std::string const &, Options)
      • MakeDefaultSpecialistPoolServiceConnectionIdempotencyPolicy()
      • MakeTensorboardServiceConnection(std::string const &, Options)
      • MakeDefaultTensorboardServiceConnectionIdempotencyPolicy()
      • MakeVizierServiceConnection(std::string const &, Options)
      • MakeDefaultVizierServiceConnectionIdempotencyPolicy()

  • google::cloud::aiplatform_v1_mocks

    • Overview

    • Classes

      • MockFeaturestoreOnlineServingServiceConnection

        • Overview

      • MockFeaturestoreServiceConnection

        • Overview

      • MockIndexEndpointServiceConnection

        • Overview

      • MockModelGardenServiceConnection

        • Overview

      • MockPredictionServiceConnection

        • Overview

      • MockSpecialistPoolServiceConnection

        • Overview

      • MockTensorboardServiceConnection

        • Overview

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Last updated 2025-08-14 UTC.

[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-14 UTC."],[[["This page provides documentation for overriding default authentication credentials in Google Cloud client libraries, specifically for the C++ aiplatform service."],["The latest version available for the aiplatform service is 2.37.0-rc, with multiple previous versions listed, ranging from 2.36.0 down to 2.12.0."],["Users can override default credentials using the `UnifiedCredentialsOption`, shown in an example utilizing a service account key file."],["The documentation provides links to specific examples for overriding credentials for various `*Client` classes, such as `DatasetServiceClient` and `EndpointServiceClient`."],["Best practices for managing service account keys are recommended and linked, and the documentation also directs users to authentication components for further information."]]],[]]

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