https://community.databricks.com/t5/machine-learning/is-it-possible-to-access-online-feature-store-cosmos-db-outside/m-p/10776#M533 <P>Does the databricks feature store client maintains the lineage for online store when I move my model endpoint from databricks to azure ml?</P> Tue, 24 Jan 2023 22:46:02 GMT Dhanunjay 2023-01-24T22:46:02Z https://community.databricks.com/t5/machine-learning/is-it-possible-to-access-online-feature-store-cosmos-db-outside/m-p/10773#M530 <P>We are building an machine learning application with feature store enabled. Once the model is built, we are trying to move the model artifacts and deploy it in azure ml as online endpoint. Does it possible to access the online store in azure ml endpoint? If so, can you provide necessary document how can I configure this setup.</P> Tue, 24 Jan 2023 16:23:23 GMT https://community.databricks.com/t5/machine-learning/is-it-possible-to-access-online-feature-store-cosmos-db-outside/m-p/10773#M530 Dhanunjay 2023-01-24T16:23:23Z https://community.databricks.com/t5/machine-learning/is-it-possible-to-access-online-feature-store-cosmos-db-outside/m-p/10774#M531 <P>This seems like a question for Msft as it's about cosmos and azure ML and not databricks.</P> Tue, 24 Jan 2023 16:29:38 GMT https://community.databricks.com/t5/machine-learning/is-it-possible-to-access-online-feature-store-cosmos-db-outside/m-p/10774#M531 Anonymous 2023-01-24T16:29:38Z https://community.databricks.com/t5/machine-learning/is-it-possible-to-access-online-feature-store-cosmos-db-outside/m-p/10775#M532 <UL><LI>if you want databricks to use the feature store, which is in Cosmos DB, yes, it is possible <A href="https://learn.microsoft.com/en-us/azure/databricks/machine-learning/feature-store/online-feature-stores" target="test_blank">https://learn.microsoft.com/en-us/azure/databricks/machine-learning/feature-store/online-feature-stores</A></LI><LI>suppose you want to consume a future store in Databricks from outside. It is likely because all Databricks feature store tables are regular spark tables accessible from anywhere via SQL warehouse endpoint or other APIs.</LI></UL> Tue, 24 Jan 2023 16:29:48 GMT https://community.databricks.com/t5/machine-learning/is-it-possible-to-access-online-feature-store-cosmos-db-outside/m-p/10775#M532 Hubert-Dudek 2023-01-24T16:29:48Z https://community.databricks.com/t5/machine-learning/is-it-possible-to-access-online-feature-store-cosmos-db-outside/m-p/10776#M533 <P>Does the databricks feature store client maintains the lineage for online store when I move my model endpoint from databricks to azure ml?</P> Tue, 24 Jan 2023 22:46:02 GMT https://community.databricks.com/t5/machine-learning/is-it-possible-to-access-online-feature-store-cosmos-db-outside/m-p/10776#M533 Dhanunjay 2023-01-24T22:46:02Z