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Showing content from https://cloud.google.com/cpp/docs/reference/aiplatform/2.15.1 below:

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)
          • 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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Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.

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 webpage details the Vertex AI API C++ client library, which is used for training machine learning models, with the latest release candidate being 2.37.0-rc."],["The library does not follow Semantic Versioning and is currently in General Availability (GA)."],["The library provides multiple `*Client` classes, such as `DatasetServiceClient` and `EndpointServiceClient`, that expose Remote Procedure Calls (RPCs) for a range of Vertex AI services."],["A quickstart example is included, demonstrating the basic usage of the `EndpointServiceClient` for listing endpoints."],["The page also offers links for more information about error handling, endpoint and authentication overrides, retry policies, and environment variable configuration."]]],[]]

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