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[Locality] Location-aware NodeSetChecker
This introduces a new sophisticated and performance-optimized nodeset checker for bifrost flexible quorums. It pre-computes aggregates to reduce the cost of repeatative quorum checks. The new nodeset checker has extensive test coverage
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crates/bifrost/src/providers/replicated_loglet/replication/checker.rs
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