feat: Databricks Unity Catalog Registration#6563
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Signed-off-by: Abhishek Shinde <norizzabhii@gmail.com>
…tion methods Signed-off-by: Abhishek Shinde <norizzabhii@gmail.com>
Signed-off-by: Abhishek Shinde <norizzabhii@gmail.com>
…apply Signed-off-by: Abhishek Shinde <norizzabhii@gmail.com>
…, fix operator precedence Signed-off-by: Abhishek Shinde <norizzabhii@gmail.com>
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…cks-specific SDKs Signed-off-by: Abhishek Shinde <norizzabhii@gmail.com>
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What this PR does / why we need it:
L1 PR (#6515) added the databricks_uc offline store — it reads from Unity Catalog Delta tables for point-in-time joins, historical
features, and monitoring. That's the read path.
This L2 PR adds the write/registration path. When you run feast apply, it now registers each FeatureView as a UC feature table via Databricks'
FeatureEngineeringClient. Without it, a FeatureView defined in Feast is invisible in Unity Catalog — data scientists can't discover it in
Catalog Explorer, can't see its primary keys or metadata, and there's no governance lineage tying the Feast definition to what's in UC.
What it does:
Why it matters — issue #6499's core requirement: teams want one definition in Feast (entities, TTLs, PIT joins, serving API) while keeping UC
as the governance catalog. Without L2, UC is just a dumb storage layer. With L2, UC becomes the canonical catalog for discovery, access
control, and lineage — matching what Databricks Feature Store users expect.
Which issue(s) this PR fixes:
Partially Closes - #6499
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