# Distributed Systems BaraDB unterstützt verteiltes Deployment mit Raft Consensus, Sharding und Replikation. ## Raft Consensus Leader Election und Log-Replikation: ```nim import barabadb/core/raft var cluster = newRaftCluster() cluster.addNode("node1") cluster.addNode("node2") cluster.addNode("node3") let n1 = cluster.nodes["n1"] n1.becomeCandidate() n1.becomeLeader() let entry = n1.appendLog("SET key1 value1") ``` ## Sharding Daten über Knoten verteilen: ```nim import barabadb/core/sharding var router = newShardRouter(ShardConfig( numShards: 4, replicas: 2, strategy: ssHash )) router.rebalance(@["node1", "node2", "node3"]) let shard = router.getShard("user_123") ``` ### Sharding-Strategien | Strategie | Beschreibung | |----------|-------------| | `ssHash` | Hash-basiertes Sharding | | `ssRange` | Range-basiertes Sharding | | `ssConsistent` | Consistent Hashing | ## Replikation ```nim import barabadb/core/replication var rm = newReplicationManager(rmSync) rm.addReplica(newReplica("r1", "10.0.0.1", 9472)) rm.connectReplica("r1") let lsn = rm.writeLsn(@[1'u8, 2, 3]) rm.ackLsn("r1", lsn) ``` ### Replikationsmodi | Modus | Beschreibung | |-------|--------------| | `rmSync` | Synchronous Replikation | | `rmAsync` | Asynchrone Replikation | | `rmSemiSync` | Semi-synchrone Replikation | ## Gossip Protocol Membership und Failure-Erkennung: ```nim import barabadb/core/gossip var g = newGossipManager() g.addNode("node1") g.addNode("node2") g.tick() # Membership-Info austauschen ``` ## Distributed Transactions Two-Phase Commit über Knoten: ```nim import barabadb/core/disttxn var dt = newDistributedTxn() dt.prepare(@["node1", "node2"]) dt.commit() ``` ## Formale Verifikation Kern-Algorithmen für Distributed Systems sind formal in TLA+ spezifiziert und model-gecheckt: - **Raft Consensus** — `formal-verification/raft.tla` - Verifiziert: ElectionSafety, StateMachineSafety - **Two-Phase Commit** — `formal-verification/twopc.tla` - Verifiziert: Atomicity, NoOrphanBlocks - **Replication** — `formal-verification/replication.tla` - Verifiziert: MonotonicLsn, AcksRemovePending TLC lokal ausführen: ```bash cd formal-verification java -cp tla2tools.jar tlc2.TLC -config models/raft.cfg raft.tla java -cp tla2tools.jar tlc2.TLC -config models/twopc.cfg twopc.tla java -cp tla2tools.jar tlc2.TLC -config models/replication.cfg replication.tla ```