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2.4 KiB
2.4 KiB
Distributed Systems
BaraDB unterstützt verteiltes Deployment mit Raft Consensus, Sharding und Replikation.
Raft Consensus
Leader Election und Log-Replikation:
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:
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
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:
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:
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:
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