com.databricks.sdk.service.ml

Interface FeatureStoreService

@Generated
public interface FeatureStoreService

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.

This is the high-level interface, that contains generated methods.

Evolving: this interface is under development. Method signatures may change.

Method Summary

Modifier and Type	Method and Description
OnlineStore	createOnlineStore(CreateOnlineStoreRequest createOnlineStoreRequest) Create an Online Feature Store.
void	deleteOnlineStore(DeleteOnlineStoreRequest deleteOnlineStoreRequest) Delete an Online Feature Store.
void	deleteOnlineTable(DeleteOnlineTableRequest deleteOnlineTableRequest) Delete online table.
OnlineStore	getOnlineStore(GetOnlineStoreRequest getOnlineStoreRequest) Get an Online Feature Store.
ListOnlineStoresResponse	listOnlineStores(ListOnlineStoresRequest listOnlineStoresRequest) List Online Feature Stores.
PublishTableResponse	publishTable(PublishTableRequest publishTableRequest) Publish features.
OnlineStore	updateOnlineStore(UpdateOnlineStoreRequest updateOnlineStoreRequest) Update an Online Feature Store.

Method Detail

createOnlineStore

OnlineStore createOnlineStore(CreateOnlineStoreRequest createOnlineStoreRequest)

Create an Online Feature Store.

deleteOnlineStore

void deleteOnlineStore(DeleteOnlineStoreRequest deleteOnlineStoreRequest)

Delete an Online Feature Store.

deleteOnlineTable

void deleteOnlineTable(DeleteOnlineTableRequest deleteOnlineTableRequest)

Delete online table.

getOnlineStore

OnlineStore getOnlineStore(GetOnlineStoreRequest getOnlineStoreRequest)

Get an Online Feature Store.

listOnlineStores

ListOnlineStoresResponse listOnlineStores(ListOnlineStoresRequest listOnlineStoresRequest)

List Online Feature Stores.

publishTable

PublishTableResponse publishTable(PublishTableRequest publishTableRequest)

Publish features.

updateOnlineStore

OnlineStore updateOnlineStore(UpdateOnlineStoreRequest updateOnlineStoreRequest)

Update an Online Feature Store.