Core concept
Test in staging. Data compatibility check across versions. Snapshots + backup before.
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How it works
Big upgrades (2 to 3) require finalizing. Downgrade window before finalize.
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Trade-offs + gotchas
Production Hadoop. Compliance-required patching.