**Window + filter**: SELECT * FROM (SELECT *, ROW_NUMBER() OVER (PARTITION BY key_col ORDER BY ts DESC) rn FROM t) t WHERE rn = 1. Keeps latest per key. **Delta Lake**: MERGE with dedup. **OPTIMIZE + Z-order**: Compaction. **Define**: Key columns; ORDER BY for deterministic winner....
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