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public static interface FeaturestoreServiceGrpc.AsyncServiceThe service that handles CRUD and List for resources for Featurestore.
Methods
batchCreateFeatures(BatchCreateFeaturesRequest request, StreamObserver<Operation> responseObserver)
public default void batchCreateFeatures(BatchCreateFeaturesRequest request, StreamObserver<Operation> responseObserver)Creates a batch of Features in a given EntityType.
| Parameters | |
|---|---|
| Name | Description |
request | BatchCreateFeaturesRequest |
responseObserver | io.grpc.stub.StreamObserver<Operation> |
batchReadFeatureValues(BatchReadFeatureValuesRequest request, StreamObserver<Operation> responseObserver)
public default void batchReadFeatureValues(BatchReadFeatureValuesRequest request, StreamObserver<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.
| Parameters | |
|---|---|
| Name | Description |
request | BatchReadFeatureValuesRequest |
responseObserver | io.grpc.stub.StreamObserver<Operation> |
createEntityType(CreateEntityTypeRequest request, StreamObserver<Operation> responseObserver)
public default void createEntityType(CreateEntityTypeRequest request, StreamObserver<Operation> responseObserver)Creates a new EntityType in a given Featurestore.
| Parameters | |
|---|---|
| Name | Description |
request | CreateEntityTypeRequest |
responseObserver | io.grpc.stub.StreamObserver<Operation> |
createFeature(CreateFeatureRequest request, StreamObserver<Operation> responseObserver)
public default void createFeature(CreateFeatureRequest request, StreamObserver<Operation> responseObserver)Creates a new Feature in a given EntityType.
| Parameters | |
|---|---|
| Name | Description |
request | CreateFeatureRequest |
responseObserver | io.grpc.stub.StreamObserver<Operation> |
createFeaturestore(CreateFeaturestoreRequest request, StreamObserver<Operation> responseObserver)
public default void createFeaturestore(CreateFeaturestoreRequest request, StreamObserver<Operation> responseObserver)Creates a new Featurestore in a given project and location.
| Parameters | |
|---|---|
| Name | Description |
request | CreateFeaturestoreRequest |
responseObserver | io.grpc.stub.StreamObserver<Operation> |
deleteEntityType(DeleteEntityTypeRequest request, StreamObserver<Operation> responseObserver)
public default void deleteEntityType(DeleteEntityTypeRequest request, StreamObserver<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.
| Parameters | |
|---|---|
| Name | Description |
request | DeleteEntityTypeRequest |
responseObserver | io.grpc.stub.StreamObserver<Operation> |
deleteFeature(DeleteFeatureRequest request, StreamObserver<Operation> responseObserver)
public default void deleteFeature(DeleteFeatureRequest request, StreamObserver<Operation> responseObserver)Deletes a single Feature.
| Parameters | |
|---|---|
| Name | Description |
request | DeleteFeatureRequest |
responseObserver | io.grpc.stub.StreamObserver<Operation> |
deleteFeatureValues(DeleteFeatureValuesRequest request, StreamObserver<Operation> responseObserver)
public default void deleteFeatureValues(DeleteFeatureValuesRequest request, StreamObserver<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.
| Parameters | |
|---|---|
| Name | Description |
request | DeleteFeatureValuesRequest |
responseObserver | io.grpc.stub.StreamObserver<Operation> |
deleteFeaturestore(DeleteFeaturestoreRequest request, StreamObserver<Operation> responseObserver)
public default void deleteFeaturestore(DeleteFeaturestoreRequest request, StreamObserver<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.
| Parameters | |
|---|---|
| Name | Description |
request | DeleteFeaturestoreRequest |
responseObserver | io.grpc.stub.StreamObserver<Operation> |
exportFeatureValues(ExportFeatureValuesRequest request, StreamObserver<Operation> responseObserver)
public default void exportFeatureValues(ExportFeatureValuesRequest request, StreamObserver<Operation> responseObserver)Exports 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<EntityType> responseObserver)
public default void getEntityType(GetEntityTypeRequest request, StreamObserver<EntityType> responseObserver)Gets details of a single EntityType.
| Parameters | |
|---|---|
| Name | Description |
request | GetEntityTypeRequest |
responseObserver | io.grpc.stub.StreamObserver<EntityType> |
getFeature(GetFeatureRequest request, StreamObserver<Feature> responseObserver)
public default void getFeature(GetFeatureRequest request, StreamObserver<Feature> responseObserver)Gets details of a single Feature.
| Parameters | |
|---|---|
| Name | Description |
request | GetFeatureRequest |
responseObserver | io.grpc.stub.StreamObserver<Feature> |
getFeaturestore(GetFeaturestoreRequest request, StreamObserver<Featurestore> responseObserver)
public default void getFeaturestore(GetFeaturestoreRequest request, StreamObserver<Featurestore> responseObserver)Gets details of a single Featurestore.
| Parameters | |
|---|---|
| Name | Description |
request | GetFeaturestoreRequest |
responseObserver | io.grpc.stub.StreamObserver<Featurestore> |
importFeatureValues(ImportFeatureValuesRequest request, StreamObserver<Operation> responseObserver)
public default void importFeatureValues(ImportFeatureValuesRequest request, StreamObserver<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.
| Parameters | |
|---|---|
| Name | Description |
request | ImportFeatureValuesRequest |
responseObserver | io.grpc.stub.StreamObserver<Operation> |
listEntityTypes(ListEntityTypesRequest request, StreamObserver<ListEntityTypesResponse> responseObserver)
public default void listEntityTypes(ListEntityTypesRequest request, StreamObserver<ListEntityTypesResponse> responseObserver)Lists EntityTypes in a given Featurestore.
| Parameters | |
|---|---|
| Name | Description |
request | ListEntityTypesRequest |
responseObserver | io.grpc.stub.StreamObserver<ListEntityTypesResponse> |
listFeatures(ListFeaturesRequest request, StreamObserver<ListFeaturesResponse> responseObserver)
public default void listFeatures(ListFeaturesRequest request, StreamObserver<ListFeaturesResponse> responseObserver)Lists Features in a given EntityType.
| Parameters | |
|---|---|
| Name | Description |
request | ListFeaturesRequest |
responseObserver | io.grpc.stub.StreamObserver<ListFeaturesResponse> |
listFeaturestores(ListFeaturestoresRequest request, StreamObserver<ListFeaturestoresResponse> responseObserver)
public default void listFeaturestores(ListFeaturestoresRequest request, StreamObserver<ListFeaturestoresResponse> responseObserver)Lists Featurestores in a given project and location.
| Parameters | |
|---|---|
| Name | Description |
request | ListFeaturestoresRequest |
responseObserver | io.grpc.stub.StreamObserver<ListFeaturestoresResponse> |
searchFeatures(SearchFeaturesRequest request, StreamObserver<SearchFeaturesResponse> responseObserver)
public default void searchFeatures(SearchFeaturesRequest request, StreamObserver<SearchFeaturesResponse> responseObserver)Searches Features matching a query in a given project.
| Parameters | |
|---|---|
| Name | Description |
request | SearchFeaturesRequest |
responseObserver | io.grpc.stub.StreamObserver<SearchFeaturesResponse> |
updateEntityType(UpdateEntityTypeRequest request, StreamObserver<EntityType> responseObserver)
public default void updateEntityType(UpdateEntityTypeRequest request, StreamObserver<EntityType> responseObserver)Updates the parameters of a single EntityType.
| Parameters | |
|---|---|
| Name | Description |
request | UpdateEntityTypeRequest |
responseObserver | io.grpc.stub.StreamObserver<EntityType> |
updateFeature(UpdateFeatureRequest request, StreamObserver<Feature> responseObserver)
public default void updateFeature(UpdateFeatureRequest request, StreamObserver<Feature> responseObserver)Updates the parameters of a single Feature.
| Parameters | |
|---|---|
| Name | Description |
request | UpdateFeatureRequest |
responseObserver | io.grpc.stub.StreamObserver<Feature> |
updateFeaturestore(UpdateFeaturestoreRequest request, StreamObserver<Operation> responseObserver)
public default void updateFeaturestore(UpdateFeaturestoreRequest request, StreamObserver<Operation> responseObserver)Updates the parameters of a single Featurestore.
| Parameters | |
|---|---|
| Name | Description |
request | UpdateFeaturestoreRequest |
responseObserver | io.grpc.stub.StreamObserver<Operation> |