public static final class FeaturestoreServiceGrpc.FeaturestoreServiceBlockingStub extends AbstractBlockingStub<FeaturestoreServiceGrpc.FeaturestoreServiceBlockingStub>
The service that handles CRUD and List for resources for Featurestore.
Inheritance
java.lang.Object >
io.grpc.stub.AbstractStub >
io.grpc.stub.AbstractBlockingStub >
FeaturestoreServiceGrpc.FeaturestoreServiceBlockingStub
Inherited Members
io.grpc.stub.AbstractBlockingStub.<T>newStub(io.grpc.stub.AbstractStub.StubFactory<T>,io.grpc.Channel)
io.grpc.stub.AbstractBlockingStub.<T>newStub(io.grpc.stub.AbstractStub.StubFactory<T>,io.grpc.Channel,io.grpc.CallOptions)
io.grpc.stub.AbstractStub.<T>withOption(io.grpc.CallOptions.Key<T>,T)
io.grpc.stub.AbstractStub.build(io.grpc.Channel,io.grpc.CallOptions)
io.grpc.stub.AbstractStub.getCallOptions()
io.grpc.stub.AbstractStub.getChannel()
io.grpc.stub.AbstractStub.withCallCredentials(io.grpc.CallCredentials)
io.grpc.stub.AbstractStub.withChannel(io.grpc.Channel)
io.grpc.stub.AbstractStub.withCompression(java.lang.String)
io.grpc.stub.AbstractStub.withDeadline(io.grpc.Deadline)
io.grpc.stub.AbstractStub.withDeadlineAfter(long,java.util.concurrent.TimeUnit)
io.grpc.stub.AbstractStub.withExecutor(java.util.concurrent.Executor)
io.grpc.stub.AbstractStub.withInterceptors(io.grpc.ClientInterceptor...)
io.grpc.stub.AbstractStub.withMaxInboundMessageSize(int)
io.grpc.stub.AbstractStub.withMaxOutboundMessageSize(int)
io.grpc.stub.AbstractStub.withWaitForReady()
Methods
public Operation batchCreateFeatures(BatchCreateFeaturesRequest request)
Creates a batch of Features in a given EntityType.
public 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.
protected FeaturestoreServiceGrpc.FeaturestoreServiceBlockingStub build(Channel channel, CallOptions callOptions)
Parameters
| Name | Description |
| channel | io.grpc.Channel
|
| callOptions | io.grpc.CallOptions
|
Returns
Overrides
io.grpc.stub.AbstractStub.build(io.grpc.Channel,io.grpc.CallOptions)
public Operation createEntityType(CreateEntityTypeRequest request)
Creates a new EntityType in a given Featurestore.
public Operation createFeature(CreateFeatureRequest request)
Creates a new Feature in a given EntityType.
public Operation createFeaturestore(CreateFeaturestoreRequest request)
Creates a new Featurestore in a given project and location.
public 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.
public Operation deleteFeature(DeleteFeatureRequest request)
Deletes a single Feature.
public 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.
public 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.
public Operation exportFeatureValues(ExportFeatureValuesRequest request)
Exports Feature values from all the entities of a target EntityType.
public EntityType getEntityType(GetEntityTypeRequest request)
Gets details of a single EntityType.
public Feature getFeature(GetFeatureRequest request)
Gets details of a single Feature.
public Featurestore getFeaturestore(GetFeaturestoreRequest request)
Gets details of a single Featurestore.
public 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.
public ListEntityTypesResponse listEntityTypes(ListEntityTypesRequest request)
Lists EntityTypes in a given Featurestore.
public ListFeaturesResponse listFeatures(ListFeaturesRequest request)
Lists Features in a given EntityType.
public ListFeaturestoresResponse listFeaturestores(ListFeaturestoresRequest request)
Lists Featurestores in a given project and location.
public SearchFeaturesResponse searchFeatures(SearchFeaturesRequest request)
Searches Features matching a query in a given project.
public EntityType updateEntityType(UpdateEntityTypeRequest request)
Updates the parameters of a single EntityType.
public Feature updateFeature(UpdateFeatureRequest request)
Updates the parameters of a single Feature.
public Operation updateFeaturestore(UpdateFeaturestoreRequest request)
Updates the parameters of a single Featurestore.
