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05-24-2026 02:29 AM
We’re evaluating a multi-tenant Databricks architecture and considering Liquid Clustering on shared Delta tables. Our concern is that tenant SLAs require data separation for audit/compliance purposes.
I’m trying to understand whether Liquid Clustering is compatible with environments where tenant data must remain demonstrably isolated, or whether this becomes a logical-vs-physical isolation issue that would require separate tables/catalogs/storage per tenant.
Has anyone dealt with this tradeoff in practice?