[SPARK-56216][SS] Integrate checkpoint V2 with auto-repair snapshot#55015

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ericm-db:integrate-v2-auto-repair-snapshot

Commits on Mar 25, 2026

[SS] Integrate checkpoint V2 with auto-repair snapshot

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Refactor: inject beforeRepair() into AutoSnapshotLoader, remove try-catch

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Commits on Mar 26, 2026

Fix V2 auto-repair issues and add comprehensive tests

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