Spark 4.2 adds native metric views, vector search, and built‑in CDC
Apache Spark 4.2 introduces governed metric views as a native semantic layer, vector similarity search primitives for AI retrieval, and first‑class change data capture via Auto CDC. These features let teams enforce consistent business logic across dashboards and AI agents, retrieve relevant context fast, and keep analytics fresh without custom pipelines.