com.google.cloud.aiplatform.v1beta1

Class FeaturestoreServiceGrpc.FeaturestoreServiceStub

java.lang.Object

io.grpc.stub.AbstractStub<S>

io.grpc.stub.AbstractAsyncStub<FeaturestoreServiceGrpc.FeaturestoreServiceStub>

com.google.cloud.aiplatform.v1beta1.FeaturestoreServiceGrpc.FeaturestoreServiceStub

Enclosing class:

FeaturestoreServiceGrpc

public static final class FeaturestoreServiceGrpc.FeaturestoreServiceStub
extends io.grpc.stub.AbstractAsyncStub<FeaturestoreServiceGrpc.FeaturestoreServiceStub>

A stub to allow clients to do asynchronous rpc calls to service FeaturestoreService.

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

Nested Class Summary

Nested classes/interfaces inherited from class io.grpc.stub.AbstractStub

io.grpc.stub.AbstractStub.StubFactory<T extends io.grpc.stub.AbstractStub<T>>

Method Summary

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

Methods inherited from class io.grpc.stub.AbstractAsyncStub

newStub, newStub

Methods inherited from class io.grpc.stub.AbstractStub

getCallOptions, getChannel, withCallCredentials, withChannel, withCompression, withDeadline, withDeadlineAfter, withExecutor, withInterceptors, withMaxInboundMessageSize, withMaxOutboundMessageSize, withOption, withWaitForReady

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Detail

build

protected FeaturestoreServiceGrpc.FeaturestoreServiceStub build(io.grpc.Channel channel,
                                                                io.grpc.CallOptions callOptions)

Specified by:

build in class io.grpc.stub.AbstractStub<FeaturestoreServiceGrpc.FeaturestoreServiceStub>

createFeaturestore

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

 Creates a new Featurestore in a given project and location.
 

getFeaturestore

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

 Gets details of a single Featurestore.
 

listFeaturestores

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

 Lists Featurestores in a given project and location.
 

updateFeaturestore

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

 Updates the parameters of a single Featurestore.
 

deleteFeaturestore

public 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

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

 Creates a new EntityType in a given Featurestore.
 

getEntityType

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

 Gets details of a single EntityType.
 

listEntityTypes

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

 Lists EntityTypes in a given Featurestore.
 

updateEntityType

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

 Updates the parameters of a single EntityType.
 

deleteEntityType

public 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

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

 Creates a new Feature in a given EntityType.
 

batchCreateFeatures

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

 Creates a batch of Features in a given EntityType.
 

getFeature

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

 Gets details of a single Feature.
 

listFeatures

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

 Lists Features in a given EntityType.
 

updateFeature

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

 Updates the parameters of a single Feature.
 

deleteFeature

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

 Deletes a single Feature.
 

importFeatureValues

public 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

public 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

public 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

public 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

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

 Searches Features matching a query in a given project.