feat: Add SQLite as an offline store for Feast #4395
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Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
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Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
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What this PR does / why we need it:
This PR integrates SQLite as an offline store within Feast, providing a lightweight and easy-to-setup option for feature storage and retrieval. It includes the necessary class implementations and a new unit test for the
get_historical_featuresfunction to ensure compatibility and functionality with the SQLite store.Which issue(s) this PR fixes:
#4377
Misc
This integration aims to offer more flexibility for Feast users who prefer to use SQLite as their offline store. The unit test added ensures that the
get_historical_featuresfunction behaves as expected when using SQLite.This PR was created by Devin (https://github.com/apps/devin-ai-integration) and modified by me.
Let's see how good it is.