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public static interface FeaturestoreServiceGrpc.AsyncServiceThe service that handles CRUD and List for resources for Featurestore.
Methods
batchCreateFeatures(BatchCreateFeaturesRequest request, StreamObserver responseObserver)
public default void batchCreateFeatures(BatchCreateFeaturesRequest request, StreamObserverCreates a batch of Features in a given EntityType.
| Parameters | |
|---|---|
| Name | Description |
request |
BatchCreateFeaturesRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |
batchReadFeatureValues(BatchReadFeatureValuesRequest request, StreamObserver responseObserver)
public default void batchReadFeatureValues(BatchReadFeatureValuesRequest request, StreamObserverBatch 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.
| Parameters | |
|---|---|
| Name | Description |
request |
BatchReadFeatureValuesRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |
createEntityType(CreateEntityTypeRequest request, StreamObserver responseObserver)
public default void createEntityType(CreateEntityTypeRequest request, StreamObserverCreates a new EntityType in a given Featurestore.
| Parameters | |
|---|---|
| Name | Description |
request |
CreateEntityTypeRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |
createFeature(CreateFeatureRequest request, StreamObserver responseObserver)
public default void createFeature(CreateFeatureRequest request, StreamObserverCreates a new Feature in a given EntityType.
| Parameters | |
|---|---|
| Name | Description |
request |
CreateFeatureRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |
createFeaturestore(CreateFeaturestoreRequest request, StreamObserver responseObserver)
public default void createFeaturestore(CreateFeaturestoreRequest request, StreamObserverCreates a new Featurestore in a given project and location.
| Parameters | |
|---|---|
| Name | Description |
request |
CreateFeaturestoreRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |
deleteEntityType(DeleteEntityTypeRequest request, StreamObserver responseObserver)
public default void deleteEntityType(DeleteEntityTypeRequest request, StreamObserver Deletes a single EntityType. The EntityType must not have any Features
or force must be set to true for the request to succeed.
| Parameters | |
|---|---|
| Name | Description |
request |
DeleteEntityTypeRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |
deleteFeature(DeleteFeatureRequest request, StreamObserver responseObserver)
public default void deleteFeature(DeleteFeatureRequest request, StreamObserverDeletes a single Feature.
| Parameters | |
|---|---|
| Name | Description |
request |
DeleteFeatureRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |
deleteFeatureValues(DeleteFeatureValuesRequest request, StreamObserver responseObserver)
public default void deleteFeatureValues(DeleteFeatureValuesRequest request, StreamObserverDelete 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.
| Parameters | |
|---|---|
| Name | Description |
request |
DeleteFeatureValuesRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |
deleteFeaturestore(DeleteFeaturestoreRequest request, StreamObserver responseObserver)
public default void deleteFeaturestore(DeleteFeaturestoreRequest request, StreamObserver Deletes a single Featurestore. The Featurestore must not contain any
EntityTypes or force must be set to true for the request to succeed.
| Parameters | |
|---|---|
| Name | Description |
request |
DeleteFeaturestoreRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |
exportFeatureValues(ExportFeatureValuesRequest request, StreamObserver responseObserver)
public default void exportFeatureValues(ExportFeatureValuesRequest request, StreamObserverExports Feature values from all the entities of a target EntityType.
| Parameters | |
|---|---|
| Name | Description |
request |
ExportFeatureValuesRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |
getEntityType(GetEntityTypeRequest request, StreamObserver responseObserver)
public default void getEntityType(GetEntityTypeRequest request, StreamObserverGets details of a single EntityType.
| Parameters | |
|---|---|
| Name | Description |
request |
GetEntityTypeRequest |
responseObserver |
io.grpc.stub.StreamObserver<EntityType> |
getFeature(GetFeatureRequest request, StreamObserver responseObserver)
public default void getFeature(GetFeatureRequest request, StreamObserverGets details of a single Feature.
| Parameters | |
|---|---|
| Name | Description |
request |
GetFeatureRequest |
responseObserver |
io.grpc.stub.StreamObserver<Feature> |
getFeaturestore(GetFeaturestoreRequest request, StreamObserver responseObserver)
public default void getFeaturestore(GetFeaturestoreRequest request, StreamObserverGets details of a single Featurestore.
| Parameters | |
|---|---|
| Name | Description |
request |
GetFeaturestoreRequest |
responseObserver |
io.grpc.stub.StreamObserver<Featurestore> |
importFeatureValues(ImportFeatureValuesRequest request, StreamObserver responseObserver)
public default void importFeatureValues(ImportFeatureValuesRequest request, StreamObserverImports 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.
| Parameters | |
|---|---|
| Name | Description |
request |
ImportFeatureValuesRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |
listEntityTypes(ListEntityTypesRequest request, StreamObserver responseObserver)
public default void listEntityTypes(ListEntityTypesRequest request, StreamObserverLists EntityTypes in a given Featurestore.
| Parameters | |
|---|---|
| Name | Description |
request |
ListEntityTypesRequest |
responseObserver |
io.grpc.stub.StreamObserver<ListEntityTypesResponse> |
listFeatures(ListFeaturesRequest request, StreamObserver responseObserver)
public default void listFeatures(ListFeaturesRequest request, StreamObserverLists Features in a given EntityType.
| Parameters | |
|---|---|
| Name | Description |
request |
ListFeaturesRequest |
responseObserver |
io.grpc.stub.StreamObserver<ListFeaturesResponse> |
listFeaturestores(ListFeaturestoresRequest request, StreamObserver responseObserver)
public default void listFeaturestores(ListFeaturestoresRequest request, StreamObserverLists Featurestores in a given project and location.
| Parameters | |
|---|---|
| Name | Description |
request |
ListFeaturestoresRequest |
responseObserver |
io.grpc.stub.StreamObserver<ListFeaturestoresResponse> |
searchFeatures(SearchFeaturesRequest request, StreamObserver responseObserver)
public default void searchFeatures(SearchFeaturesRequest request, StreamObserverSearches Features matching a query in a given project.
| Parameters | |
|---|---|
| Name | Description |
request |
SearchFeaturesRequest |
responseObserver |
io.grpc.stub.StreamObserver<SearchFeaturesResponse> |
updateEntityType(UpdateEntityTypeRequest request, StreamObserver responseObserver)
public default void updateEntityType(UpdateEntityTypeRequest request, StreamObserverUpdates the parameters of a single EntityType.
| Parameters | |
|---|---|
| Name | Description |
request |
UpdateEntityTypeRequest |
responseObserver |
io.grpc.stub.StreamObserver<EntityType> |
updateFeature(UpdateFeatureRequest request, StreamObserver responseObserver)
public default void updateFeature(UpdateFeatureRequest request, StreamObserverUpdates the parameters of a single Feature.
| Parameters | |
|---|---|
| Name | Description |
request |
UpdateFeatureRequest |
responseObserver |
io.grpc.stub.StreamObserver<Feature> |
updateFeaturestore(UpdateFeaturestoreRequest request, StreamObserver responseObserver)
public default void updateFeaturestore(UpdateFeaturestoreRequest request, StreamObserverUpdates the parameters of a single Featurestore.
| Parameters | |
|---|---|
| Name | Description |
request |
UpdateFeaturestoreRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |