com.databricks.sdk.service.ml

Class FeatureStoreAPI

java.lang.Object

com.databricks.sdk.service.ml.FeatureStoreAPI

@Generated
public class FeatureStoreAPI
extends Object

A feature store is a centralized repository that enables data scientists to find and share features. Using a feature store also ensures that the code used to compute feature values is the same during model training and when the model is used for inference.

An online store is a low-latency database used for feature lookup during real-time model inference or serve feature for real-time applications.

Constructor Summary

Constructors

Constructor and Description
FeatureStoreAPI(ApiClient apiClient) Regular-use constructor
FeatureStoreAPI(FeatureStoreService mock) Constructor for mocks

Method Summary

Modifier and Type	Method and Description
OnlineStore	createOnlineStore(CreateOnlineStoreRequest request) Create an Online Feature Store.
OnlineStore	createOnlineStore(OnlineStore onlineStore)
void	deleteOnlineStore(DeleteOnlineStoreRequest request) Delete an Online Feature Store.
void	deleteOnlineStore(String name)
OnlineStore	getOnlineStore(GetOnlineStoreRequest request) Get an Online Feature Store.
OnlineStore	getOnlineStore(String name)
FeatureStoreService	impl()
Iterable<OnlineStore>	listOnlineStores(ListOnlineStoresRequest request) List Online Feature Stores.
PublishTableResponse	publishTable(PublishTableRequest request) Publish features.
PublishTableResponse	publishTable(String sourceTableName, PublishSpec publishSpec)
OnlineStore	updateOnlineStore(String name, OnlineStore onlineStore, String updateMask)
OnlineStore	updateOnlineStore(UpdateOnlineStoreRequest request) Update an Online Feature Store.

Methods inherited from class java.lang.Object

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

Constructor Detail

FeatureStoreAPI

public FeatureStoreAPI(ApiClient apiClient)

Regular-use constructor

FeatureStoreAPI

public FeatureStoreAPI(FeatureStoreService mock)

Constructor for mocks

Method Detail

createOnlineStore

public OnlineStore createOnlineStore(OnlineStore onlineStore)

createOnlineStore

public OnlineStore createOnlineStore(CreateOnlineStoreRequest request)

Create an Online Feature Store.

deleteOnlineStore

public void deleteOnlineStore(String name)

deleteOnlineStore

public void deleteOnlineStore(DeleteOnlineStoreRequest request)

Delete an Online Feature Store.

getOnlineStore

public OnlineStore getOnlineStore(String name)

getOnlineStore

public OnlineStore getOnlineStore(GetOnlineStoreRequest request)

Get an Online Feature Store.

listOnlineStores

public Iterable<OnlineStore> listOnlineStores(ListOnlineStoresRequest request)

List Online Feature Stores.

publishTable

public PublishTableResponse publishTable(String sourceTableName,
                                         PublishSpec publishSpec)

publishTable

public PublishTableResponse publishTable(PublishTableRequest request)

Publish features.

updateOnlineStore

public OnlineStore updateOnlineStore(String name,
                                     OnlineStore onlineStore,
                                     String updateMask)

updateOnlineStore

public OnlineStore updateOnlineStore(UpdateOnlineStoreRequest request)

Update an Online Feature Store.

impl

public FeatureStoreService impl()