com.google.cloud.aiplatform.v1beta1

Class FeaturestoreServiceGrpc.FeaturestoreServiceFutureStub

java.lang.Object

io.grpc.stub.AbstractStub<S>

io.grpc.stub.AbstractFutureStub<FeaturestoreServiceGrpc.FeaturestoreServiceFutureStub>

com.google.cloud.aiplatform.v1beta1.FeaturestoreServiceGrpc.FeaturestoreServiceFutureStub

Enclosing class:

FeaturestoreServiceGrpc

public static final class FeaturestoreServiceGrpc.FeaturestoreServiceFutureStub
extends io.grpc.stub.AbstractFutureStub<FeaturestoreServiceGrpc.FeaturestoreServiceFutureStub>

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

Methods inherited from class io.grpc.stub.AbstractFutureStub

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.FeaturestoreServiceFutureStub build(io.grpc.Channel channel,
                                                                      io.grpc.CallOptions callOptions)

Specified by:

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

createFeaturestore

public com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> createFeaturestore(CreateFeaturestoreRequest request)

 Creates a new Featurestore in a given project and location.
 

getFeaturestore

public com.google.common.util.concurrent.ListenableFuture<Featurestore> getFeaturestore(GetFeaturestoreRequest request)

 Gets details of a single Featurestore.
 

listFeaturestores

public com.google.common.util.concurrent.ListenableFuture<ListFeaturestoresResponse> listFeaturestores(ListFeaturestoresRequest request)

 Lists Featurestores in a given project and location.
 

updateFeaturestore

public com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> updateFeaturestore(UpdateFeaturestoreRequest request)

 Updates the parameters of a single Featurestore.
 

deleteFeaturestore

public com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> deleteFeaturestore(DeleteFeaturestoreRequest request)

 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 com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> createEntityType(CreateEntityTypeRequest request)

 Creates a new EntityType in a given Featurestore.
 

getEntityType

public com.google.common.util.concurrent.ListenableFuture<EntityType> getEntityType(GetEntityTypeRequest request)

 Gets details of a single EntityType.
 

listEntityTypes

public com.google.common.util.concurrent.ListenableFuture<ListEntityTypesResponse> listEntityTypes(ListEntityTypesRequest request)

 Lists EntityTypes in a given Featurestore.
 

updateEntityType

public com.google.common.util.concurrent.ListenableFuture<EntityType> updateEntityType(UpdateEntityTypeRequest request)

 Updates the parameters of a single EntityType.
 

deleteEntityType

public com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> deleteEntityType(DeleteEntityTypeRequest request)

 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 com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> createFeature(CreateFeatureRequest request)

 Creates a new Feature in a given EntityType.
 

batchCreateFeatures

public com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> batchCreateFeatures(BatchCreateFeaturesRequest request)

 Creates a batch of Features in a given EntityType.
 

getFeature

public com.google.common.util.concurrent.ListenableFuture<Feature> getFeature(GetFeatureRequest request)

 Gets details of a single Feature.
 

listFeatures

public com.google.common.util.concurrent.ListenableFuture<ListFeaturesResponse> listFeatures(ListFeaturesRequest request)

 Lists Features in a given EntityType.
 

updateFeature

public com.google.common.util.concurrent.ListenableFuture<Feature> updateFeature(UpdateFeatureRequest request)

 Updates the parameters of a single Feature.
 

deleteFeature

public com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> deleteFeature(DeleteFeatureRequest request)

 Deletes a single Feature.
 

importFeatureValues

public com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> importFeatureValues(ImportFeatureValuesRequest request)

 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 com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> batchReadFeatureValues(BatchReadFeatureValuesRequest request)

 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 com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> exportFeatureValues(ExportFeatureValuesRequest request)

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

deleteFeatureValues

public com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> deleteFeatureValues(DeleteFeatureValuesRequest request)

 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 com.google.common.util.concurrent.ListenableFuture<SearchFeaturesResponse> searchFeatures(SearchFeaturesRequest request)

 Searches Features matching a query in a given project.