com.google.cloud.aiplatform.v1beta1

Interface FeaturestoreServiceGrpc.AsyncService

All Known Implementing Classes:

FeaturestoreServiceGrpc.FeaturestoreServiceImplBase

Enclosing class:

FeaturestoreServiceGrpc

public static interface FeaturestoreServiceGrpc.AsyncService

 The service that handles CRUD and List for resources for Featurestore.
 

Method Summary

Modifier and Type	Method and Description
default void	batchCreateFeatures(BatchCreateFeaturesRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Creates a batch of Features in a given EntityType.
default void	batchReadFeatureValues(BatchReadFeatureValuesRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Batch reads Feature values from a Featurestore.
default void	createEntityType(CreateEntityTypeRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Creates a new EntityType in a given Featurestore.
default void	createFeature(CreateFeatureRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Creates a new Feature in a given EntityType.
default void	createFeaturestore(CreateFeaturestoreRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Creates a new Featurestore in a given project and location.
default void	deleteEntityType(DeleteEntityTypeRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Deletes a single EntityType.
default void	deleteFeature(DeleteFeatureRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Deletes a single Feature.
default void	deleteFeaturestore(DeleteFeaturestoreRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Deletes a single Featurestore.
default void	deleteFeatureValues(DeleteFeatureValuesRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Delete Feature values from Featurestore.
default void	exportFeatureValues(ExportFeatureValuesRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Exports Feature values from all the entities of a target EntityType.
default void	getEntityType(GetEntityTypeRequest request, io.grpc.stub.StreamObserver<EntityType> responseObserver) Gets details of a single EntityType.
default void	getFeature(GetFeatureRequest request, io.grpc.stub.StreamObserver<Feature> responseObserver) Gets details of a single Feature.
default void	getFeaturestore(GetFeaturestoreRequest request, io.grpc.stub.StreamObserver<Featurestore> responseObserver) Gets details of a single Featurestore.
default void	importFeatureValues(ImportFeatureValuesRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Imports Feature values into the Featurestore from a source storage.
default void	listEntityTypes(ListEntityTypesRequest request, io.grpc.stub.StreamObserver<ListEntityTypesResponse> responseObserver) Lists EntityTypes in a given Featurestore.
default void	listFeatures(ListFeaturesRequest request, io.grpc.stub.StreamObserver<ListFeaturesResponse> responseObserver) Lists Features in a given EntityType.
default void	listFeaturestores(ListFeaturestoresRequest request, io.grpc.stub.StreamObserver<ListFeaturestoresResponse> responseObserver) Lists Featurestores in a given project and location.
default void	searchFeatures(SearchFeaturesRequest request, io.grpc.stub.StreamObserver<SearchFeaturesResponse> responseObserver) Searches Features matching a query in a given project.
default void	updateEntityType(UpdateEntityTypeRequest request, io.grpc.stub.StreamObserver<EntityType> responseObserver) Updates the parameters of a single EntityType.
default void	updateFeature(UpdateFeatureRequest request, io.grpc.stub.StreamObserver<Feature> responseObserver) Updates the parameters of a single Feature.
default void	updateFeaturestore(UpdateFeaturestoreRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Updates the parameters of a single Featurestore.

Method Detail

createFeaturestore

default void createFeaturestore(CreateFeaturestoreRequest request,
                                io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)

 Creates a new Featurestore in a given project and location.
 

getFeaturestore

default void getFeaturestore(GetFeaturestoreRequest request,
                             io.grpc.stub.StreamObserver<Featurestore> responseObserver)

 Gets details of a single Featurestore.
 

listFeaturestores

default void listFeaturestores(ListFeaturestoresRequest request,
                               io.grpc.stub.StreamObserver<ListFeaturestoresResponse> responseObserver)

 Lists Featurestores in a given project and location.
 

updateFeaturestore

default void updateFeaturestore(UpdateFeaturestoreRequest request,
                                io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)

 Updates the parameters of a single Featurestore.
 

deleteFeaturestore

default void deleteFeaturestore(DeleteFeaturestoreRequest request,
                                io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)

 Deletes a single Featurestore. The Featurestore must not contain any
 EntityTypes or `force` must be set to true for the request to succeed.
 

createEntityType

default void createEntityType(CreateEntityTypeRequest request,
                              io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)

 Creates a new EntityType in a given Featurestore.
 

getEntityType

default void getEntityType(GetEntityTypeRequest request,
                           io.grpc.stub.StreamObserver<EntityType> responseObserver)

 Gets details of a single EntityType.
 

listEntityTypes

default void listEntityTypes(ListEntityTypesRequest request,
                             io.grpc.stub.StreamObserver<ListEntityTypesResponse> responseObserver)

 Lists EntityTypes in a given Featurestore.
 

updateEntityType

default void updateEntityType(UpdateEntityTypeRequest request,
                              io.grpc.stub.StreamObserver<EntityType> responseObserver)

 Updates the parameters of a single EntityType.
 

deleteEntityType

default void deleteEntityType(DeleteEntityTypeRequest request,
                              io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)

 Deletes a single EntityType. The EntityType must not have any Features
 or `force` must be set to true for the request to succeed.
 

createFeature

default void createFeature(CreateFeatureRequest request,
                           io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)

 Creates a new Feature in a given EntityType.
 

batchCreateFeatures

default void batchCreateFeatures(BatchCreateFeaturesRequest request,
                                 io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)

 Creates a batch of Features in a given EntityType.
 

getFeature

default void getFeature(GetFeatureRequest request,
                        io.grpc.stub.StreamObserver<Feature> responseObserver)

 Gets details of a single Feature.
 

listFeatures

default void listFeatures(ListFeaturesRequest request,
                          io.grpc.stub.StreamObserver<ListFeaturesResponse> responseObserver)

 Lists Features in a given EntityType.
 

updateFeature

default void updateFeature(UpdateFeatureRequest request,
                           io.grpc.stub.StreamObserver<Feature> responseObserver)

 Updates the parameters of a single Feature.
 

deleteFeature

default void deleteFeature(DeleteFeatureRequest request,
                           io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)

 Deletes a single Feature.
 

importFeatureValues

default void importFeatureValues(ImportFeatureValuesRequest request,
                                 io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)

 Imports Feature values into the Featurestore from a source storage.
 The progress of the import is tracked by the returned operation. The
 imported features are guaranteed to be visible to subsequent read
 operations after the operation is marked as successfully done.
 If an import operation fails, the Feature values returned from
 reads and exports may be inconsistent. If consistency is
 required, the caller must retry the same import request again and wait till
 the new operation returned is marked as successfully done.
 There are also scenarios where the caller can cause inconsistency.
  - Source data for import contains multiple distinct Feature values for
    the same entity ID and timestamp.
  - Source is modified during an import. This includes adding, updating, or
  removing source data and/or metadata. Examples of updating metadata
  include but are not limited to changing storage location, storage class,
  or retention policy.
  - Online serving cluster is under-provisioned.
 

batchReadFeatureValues

default void batchReadFeatureValues(BatchReadFeatureValuesRequest request,
                                    io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)

 Batch reads Feature values from a Featurestore.
 This API enables batch reading Feature values, where each read
 instance in the batch may read Feature values of entities from one or
 more EntityTypes. Point-in-time correctness is guaranteed for Feature
 values of each read instance as of each instance's read timestamp.
 

exportFeatureValues

default void exportFeatureValues(ExportFeatureValuesRequest request,
                                 io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)

 Exports Feature values from all the entities of a target EntityType.
 

deleteFeatureValues

default void deleteFeatureValues(DeleteFeatureValuesRequest request,
                                 io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)

 Delete Feature values from Featurestore.
 The progress of the deletion is tracked by the returned operation. The
 deleted feature values are guaranteed to be invisible to subsequent read
 operations after the operation is marked as successfully done.
 If a delete feature values operation fails, the feature values
 returned from reads and exports may be inconsistent. If consistency is
 required, the caller must retry the same delete request again and wait till
 the new operation returned is marked as successfully done.
 

searchFeatures

default void searchFeatures(SearchFeaturesRequest request,
                            io.grpc.stub.StreamObserver<SearchFeaturesResponse> responseObserver)

 Searches Features matching a query in a given project.