Offline Feature Store in Databricks Serving
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10-26-2025 06:50 AM - edited 10-26-2025 06:51 AM
Hi,
I am planning to deploy a model (pyfunc) with Databricks Serving. During inference, my model needs to retrieve some data from delta tables. I could make these tables to an offline feature store as well.
Latency is not so important. It doesnt matter too much if it is not milliseconds retrieval latency but in the seconds so I dont really want to go with an online feature store as this will not be worth the extra cost.
What would be my best options to get data from the delta tables?
Thanks!