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whispem | 26 days ago
- Raft is used for intra-shard strong consistency: within each "virtual shard" (256 in total), data and metadata are replicated via Raft (with leader election and log replication), not just for cluster membership;
- 2PC (Two-Phase Commit) is only used when a transaction spans multiple shards: this allows atomic, distributed writes across multiple partitions. Raft alone is not enough for atomicity here, hence the 2PC overlay;
- The design aims to illustrate real-world distributed transaction tradeoffs, not just basic data replication. It helps understand what you gain and lose with a layered model versus simpler replication like chain replication (which, as you noted, is more common for the data path in some object stores).
So yes, in a pure object store, consensus for data replication is often skipped in favor of lighter-weight methods. Here, the explicit Raft+2PC combo is an architectural choice for anyone learning, experimenting, or wanting strong, multi-shard atomicity. In a production system focused only on throughput or simple durability, some of this could absolutely be streamlined.
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