dimgigov
215df1cdf3
- Add Formal Verification section to README and architecture docs - Document TLA+ specs for Raft, 2PC, MVCC, Replication - Add new BaraQL features: JSON path (->, ->>), FTS @@, CREATE INDEX USING FTS, RECOVER TO TIMESTAMP, UNION/INTERSECT/EXCEPT - Add OpenTelemetry tracing example to README - Update Quick Start to use nimble test/bench - Update EN and BG documentation
110 lines
2.3 KiB
Markdown
110 lines
2.3 KiB
Markdown
# Distributed Systems
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BaraDB supports distributed deployment with Raft consensus, sharding, and replication.
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## Raft Consensus
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Leader election and log replication:
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```nim
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import barabadb/core/raft
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var cluster = newRaftCluster()
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cluster.addNode("node1")
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cluster.addNode("node2")
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cluster.addNode("node3")
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let n1 = cluster.nodes["n1"]
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n1.becomeCandidate()
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n1.becomeLeader()
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let entry = n1.appendLog("SET key1 value1")
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```
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## Sharding
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Distribute data across nodes:
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```nim
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import barabadb/core/sharding
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var router = newShardRouter(ShardConfig(
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numShards: 4,
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replicas: 2,
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strategy: ssHash
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))
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router.rebalance(@["node1", "node2", "node3"])
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let shard = router.getShard("user_123")
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```
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### Sharding Strategies
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| Strategy | Description |
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|----------|-------------|
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| `ssHash` | Hash-based sharding |
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| `ssRange` | Range-based sharding |
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| `ssConsistent` | Consistent hashing |
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## Replication
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```nim
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import barabadb/core/replication
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var rm = newReplicationManager(rmSync)
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rm.addReplica(newReplica("r1", "10.0.0.1", 9472))
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rm.connectReplica("r1")
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let lsn = rm.writeLsn(@[1'u8, 2, 3])
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rm.ackLsn("r1", lsn)
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```
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### Replication Modes
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| Mode | Description |
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|------|-------------|
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| `rmSync` | Synchronous replication |
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| `rmAsync` | Asynchronous replication |
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| `rmSemiSync` | Semi-synchronous replication |
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## Gossip Protocol
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Membership and failure detection:
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```nim
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import barabadb/core/gossip
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var g = newGossipManager()
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g.addNode("node1")
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g.addNode("node2")
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g.tick() # Exchange membership info
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```
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## Distributed Transactions
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Two-phase commit across nodes:
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```nim
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import barabadb/core/disttxn
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var dt = newDistributedTxn()
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dt.prepare(@["node1", "node2"])
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dt.commit()
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```
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## Formal Verification
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Core distributed algorithms are formally specified in TLA+ and model-checked:
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- **Raft Consensus** — `formal-verification/raft.tla`
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- Verified: ElectionSafety, StateMachineSafety
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- **Two-Phase Commit** — `formal-verification/twopc.tla`
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- Verified: Atomicity, NoOrphanBlocks
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- **Replication** — `formal-verification/replication.tla`
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- Verified: MonotonicLsn, AcksRemovePending
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Run TLC locally:
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```bash
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cd formal-verification
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java -cp tla2tools.jar tlc2.TLC -config models/raft.cfg raft.tla
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java -cp tla2tools.jar tlc2.TLC -config models/twopc.cfg twopc.tla
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java -cp tla2tools.jar tlc2.TLC -config models/replication.cfg replication.tla
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``` |