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| author | Paul Buetow <paul@buetow.org> | 2025-06-20 23:04:48 +0300 |
|---|---|---|
| committer | Paul Buetow <paul@buetow.org> | 2025-06-20 23:04:48 +0300 |
| commit | dedec9b18bafa2bcfdb05429f717f95f2236d811 (patch) | |
| tree | 379a6d18ebf95aa552a6bd8722f1b7ebee9f8ca6 /src/main/java/protocols/implementations | |
| parent | 32882ca8582a102b9357e8d7f2c313d52c568977 (diff) | |
Implement Raft consensus algorithm for distributed systems simulator
This commit adds a complete implementation of the Raft consensus algorithm,
providing a robust solution for achieving consensus in distributed systems.
Key features implemented:
- Three-state system: Follower, Candidate, and Leader states
- Leader election with randomized election timeouts (150-300ms)
- Log replication for state machine commands
- Heartbeat mechanism to maintain leader authority
- Safety guarantees through term numbers and log consistency checks
- Proper handling of split votes and network partitions
Implementation details:
- Added VSRaftProtocol.java with full Raft algorithm logic
- Integrated with existing event-driven simulation framework
- Supports dynamic cluster sizes with proper quorum calculations
- Implements RequestVote and AppendEntries RPCs
- Maintains persistent state (currentTerm, votedFor, log entries)
- Includes comprehensive logging for debugging and visualization
Testing:
- Added VSRaftProtocolTest.java with unit tests covering:
- Leader election scenarios
- Log replication mechanics
- State transitions
- Message handling for all RPC types
Integration:
- Registered protocol in VSRegisteredEvents for simulator discovery
- Added human-readable names in VSDefaultPrefs for UI display
- Compatible with existing visualization and timing systems
This implementation follows the Raft paper closely while adapting to
the simulator's event-driven architecture and message-passing model.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
Diffstat (limited to 'src/main/java/protocols/implementations')
| -rw-r--r-- | src/main/java/protocols/implementations/VSRaftProtocol.java | 562 |
1 files changed, 562 insertions, 0 deletions
diff --git a/src/main/java/protocols/implementations/VSRaftProtocol.java b/src/main/java/protocols/implementations/VSRaftProtocol.java new file mode 100644 index 0000000..2029b72 --- /dev/null +++ b/src/main/java/protocols/implementations/VSRaftProtocol.java @@ -0,0 +1,562 @@ +package protocols.implementations; + +import java.util.*; +import java.util.concurrent.ConcurrentHashMap; + +import core.VSMessage; +import core.VSInternalProcess; +import protocols.VSAbstractProtocol; + +/** + * Implementation of the Raft consensus algorithm. + * + * Raft is a consensus algorithm designed to be understandable. It ensures that + * a distributed system agrees on values even in the presence of failures. + * + * <p>The protocol has three states:</p> + * <ul> + * <li>Follower - Passive state, responds to leaders</li> + * <li>Candidate - Actively requesting votes to become leader</li> + * <li>Leader - Manages the cluster and log replication</li> + * </ul> + * + * <p>Key features implemented:</p> + * <ul> + * <li>Leader election with randomized timeouts</li> + * <li>Log replication for state machine commands</li> + * <li>Safety through term numbers and log matching</li> + * <li>Membership changes (simplified)</li> + * </ul> + * + * @author Paul C. Buetow + */ +public class VSRaftProtocol extends VSAbstractProtocol { + + // Raft states + private enum State { + FOLLOWER, + CANDIDATE, + LEADER + } + + // Message types + private static final String MSG_REQUEST_VOTE = "REQUEST_VOTE"; + private static final String MSG_VOTE_RESPONSE = "VOTE_RESPONSE"; + private static final String MSG_APPEND_ENTRIES = "APPEND_ENTRIES"; + private static final String MSG_APPEND_RESPONSE = "APPEND_RESPONSE"; + private static final String MSG_CLIENT_REQUEST = "CLIENT_REQUEST"; + + // Timing constants (in simulation time units) + private static final long HEARTBEAT_INTERVAL = 50; + private static final long ELECTION_TIMEOUT_MIN = 150; + private static final long ELECTION_TIMEOUT_MAX = 300; + + // Server state (persistent - should be saved to stable storage) + private State currentState; + private int currentTerm; + private Integer votedFor; + private List<LogEntry> log; + + // Server state (volatile) + private int commitIndex; + private int lastApplied; + + // Leader state (reinitialized after election) + private Map<Integer, Integer> nextIndex; + private Map<Integer, Integer> matchIndex; + + // Candidate state + private Set<Integer> votesReceived; + private long electionTimeout; + + // General state + private Integer currentLeader; + private long lastHeartbeat; + + /** + * Log entry structure + */ + private static class LogEntry { + final int term; + final String command; + final long timestamp; + + LogEntry(int term, String command, long timestamp) { + this.term = term; + this.command = command; + this.timestamp = timestamp; + } + + @Override + public String toString() { + return String.format("LogEntry{term=%d, cmd='%s', time=%d}", + term, command, timestamp); + } + } + + public VSRaftProtocol() { + super(VSAbstractProtocol.HAS_ON_SERVER_START); + } + + @Override + public void onServerInit() { + currentState = State.FOLLOWER; + currentTerm = 0; + votedFor = null; + log = new ArrayList<>(); + commitIndex = 0; + lastApplied = 0; + nextIndex = new ConcurrentHashMap<>(); + matchIndex = new ConcurrentHashMap<>(); + votesReceived = new HashSet<>(); + currentLeader = null; + + // Add a dummy entry at index 0 for easier indexing + log.add(new LogEntry(0, "INIT", 0)); + } + + @Override + public void onServerStart() { + // Initialize election timeout and start + resetElectionTimeout(); + raftLog("Raft node initialized as FOLLOWER"); + scheduleElectionTimeout(); + } + + @Override + public void onServerReset() { + onServerInit(); + removeSchedules(); + } + + @Override + public void onServerRecv(VSMessage message) { + String msgType = message.getString("type"); + int term = message.getInteger("term"); + int senderId = message.getSendingProcess().getProcessNum(); + + // If we receive a message with a higher term, become follower + if (term > currentTerm) { + currentTerm = term; + votedFor = null; + if (currentState != State.FOLLOWER) { + becomeFollower(); + } + } + + switch (msgType) { + case MSG_REQUEST_VOTE: + handleRequestVote(message, senderId); + break; + case MSG_VOTE_RESPONSE: + handleVoteResponse(message, senderId); + break; + case MSG_APPEND_ENTRIES: + handleAppendEntries(message, senderId); + break; + case MSG_APPEND_RESPONSE: + handleAppendResponse(message, senderId); + break; + case MSG_CLIENT_REQUEST: + handleClientRequest(message, senderId); + break; + } + } + + @Override + public void onServerSchedule() { + long currentTime = process.getTime(); + + switch (currentState) { + case FOLLOWER: + case CANDIDATE: + // Check election timeout + if (currentTime >= electionTimeout) { + startElection(); + } + break; + case LEADER: + // Send heartbeats + sendHeartbeats(); + scheduleAt(currentTime + HEARTBEAT_INTERVAL); + break; + } + } + + @Override + public void onClientInit() { + // Clients don't need special initialization for Raft + setBoolean("raft.client.enabled", true); + } + + @Override + public void onClientStart() { + // Schedule periodic client requests for testing + scheduleAt(process.getTime() + 500); + } + + @Override + public void onClientReset() { + removeSchedules(); + } + + @Override + public void onClientRecv(VSMessage message) { + // Clients can receive responses to their requests + String msgType = message.getString("type"); + if ("CLIENT_RESPONSE".equals(msgType)) { + boolean success = message.getBoolean("success"); + String result = message.getString("result"); + raftLog("Client received response: success=" + success + ", result=" + result); + } + } + + @Override + public void onClientSchedule() { + // Send a test client request + VSMessage request = new VSMessage(); + request.setString("type", MSG_CLIENT_REQUEST); + request.setString("command", "SET x=" + process.getRandomPercentage()); + request.setLong("clientId", process.getProcessNum()); + request.setLong("requestId", System.currentTimeMillis()); + + sendMessage(request); + raftLog("Client sent request: " + request.getString("command")); + + // Schedule next request + scheduleAt(process.getTime() + 1000 + process.getRandomPercentage() * 10); + } + + // --- Raft Algorithm Implementation --- + + private void startElection() { + currentState = State.CANDIDATE; + currentTerm++; + votedFor = process.getProcessNum(); + votesReceived.clear(); + votesReceived.add(process.getProcessNum()); // Vote for self + + raftLog("Starting election for term " + currentTerm); + + // Send RequestVote to all other servers + VSMessage voteRequest = new VSMessage(); + voteRequest.setString("type", MSG_REQUEST_VOTE); + voteRequest.setInteger("term", currentTerm); + voteRequest.setInteger("candidateId", process.getProcessNum()); + voteRequest.setInteger("lastLogIndex", log.size() - 1); + voteRequest.setInteger("lastLogTerm", log.get(log.size() - 1).term); + + sendMessage(voteRequest); + + // Reset election timeout + resetElectionTimeout(); + scheduleElectionTimeout(); + } + + private void handleRequestVote(VSMessage message, int candidateId) { + int term = message.getInteger("term"); + int lastLogIndex = message.getInteger("lastLogIndex"); + int lastLogTerm = message.getInteger("lastLogTerm"); + + boolean voteGranted = false; + + // Grant vote if: + // 1. We haven't voted in this term or voted for this candidate + // 2. Candidate's log is at least as up-to-date as ours + if (term >= currentTerm && + (votedFor == null || votedFor == candidateId) && + isLogUpToDate(lastLogIndex, lastLogTerm)) { + + votedFor = candidateId; + voteGranted = true; + resetElectionTimeout(); + + raftLog("Voted for candidate " + candidateId + " in term " + term); + } + + // Send vote response + VSMessage response = new VSMessage(); + response.setString("type", MSG_VOTE_RESPONSE); + response.setInteger("term", currentTerm); + response.setBoolean("voteGranted", voteGranted); + response.setInteger("senderId", process.getProcessNum()); + + // Send directly to candidate + response.setInteger("receiverNum", candidateId); + sendMessage(response); + } + + private void handleVoteResponse(VSMessage message, int senderId) { + if (currentState != State.CANDIDATE) { + return; + } + + boolean voteGranted = message.getBoolean("voteGranted"); + if (voteGranted) { + votesReceived.add(senderId); + + raftLog("Received vote from " + senderId + " (total: " + votesReceived.size() + ")"); + + // Check if we have majority + int majority = (getNumProcesses() / 2) + 1; + if (votesReceived.size() >= majority) { + becomeLeader(); + } + } + } + + private void becomeLeader() { + currentState = State.LEADER; + currentLeader = process.getProcessNum(); + + raftLog("Became LEADER for term " + currentTerm); + + // Initialize leader state + nextIndex.clear(); + matchIndex.clear(); + + for (int i = 0; i < getNumProcesses(); i++) { + if (i != process.getProcessNum()) { + nextIndex.put(i, log.size()); + matchIndex.put(i, 0); + } + } + + // Send initial heartbeats immediately + sendHeartbeats(); + + // Schedule regular heartbeats + removeSchedules(); + scheduleAt(process.getTime() + HEARTBEAT_INTERVAL); + + // Highlight the leader visually + if (process instanceof VSInternalProcess) { + ((VSInternalProcess) process).highlightOn(); + } + } + + private void becomeFollower() { + currentState = State.FOLLOWER; + + raftLog("Became FOLLOWER for term " + currentTerm); + + // Remove leader highlighting + if (process instanceof VSInternalProcess) { + ((VSInternalProcess) process).highlightOff(); + } + + // Reset election timeout + resetElectionTimeout(); + scheduleElectionTimeout(); + } + + private void sendHeartbeats() { + for (int i = 0; i < getNumProcesses(); i++) { + if (i != process.getProcessNum()) { + sendAppendEntries(i); + } + } + } + + private void sendAppendEntries(int followerId) { + int nextIdx = nextIndex.getOrDefault(followerId, 1); + int prevLogIndex = nextIdx - 1; + int prevLogTerm = prevLogIndex >= 0 && prevLogIndex < log.size() ? log.get(prevLogIndex).term : 0; + + VSMessage appendEntries = new VSMessage(); + appendEntries.setString("type", MSG_APPEND_ENTRIES); + appendEntries.setInteger("term", currentTerm); + appendEntries.setInteger("leaderId", process.getProcessNum()); + appendEntries.setInteger("prevLogIndex", prevLogIndex); + appendEntries.setInteger("prevLogTerm", prevLogTerm); + appendEntries.setInteger("leaderCommit", commitIndex); + + // Include log entries if needed + List<LogEntry> entries = new ArrayList<>(); + for (int i = nextIdx; i < log.size(); i++) { + entries.add(log.get(i)); + } + + // For simplicity, we'll send entry count and details separately + appendEntries.setInteger("entryCount", entries.size()); + for (int i = 0; i < entries.size(); i++) { + LogEntry entry = entries.get(i); + appendEntries.setInteger("entry_" + i + "_term", entry.term); + appendEntries.setString("entry_" + i + "_cmd", entry.command); + appendEntries.setLong("entry_" + i + "_time", entry.timestamp); + } + + appendEntries.setInteger("receiverNum", followerId); + sendMessage(appendEntries); + } + + private void handleAppendEntries(VSMessage message, int leaderId) { + int term = message.getInteger("term"); + int prevLogIndex = message.getInteger("prevLogIndex"); + int prevLogTerm = message.getInteger("prevLogTerm"); + int leaderCommit = message.getInteger("leaderCommit"); + + // Reset election timeout when we hear from leader + resetElectionTimeout(); + lastHeartbeat = process.getTime(); + currentLeader = leaderId; + + boolean success = false; + + // Check if log matches at prevLogIndex + if (prevLogIndex == 0 || + (prevLogIndex < log.size() && log.get(prevLogIndex).term == prevLogTerm)) { + + success = true; + + // Remove conflicting entries + if (prevLogIndex + 1 < log.size()) { + log.subList(prevLogIndex + 1, log.size()).clear(); + } + + // Append new entries + int entryCount = message.getInteger("entryCount"); + for (int i = 0; i < entryCount; i++) { + int entryTerm = message.getInteger("entry_" + i + "_term"); + String entryCmd = message.getString("entry_" + i + "_cmd"); + long entryTime = message.getLong("entry_" + i + "_time"); + + log.add(new LogEntry(entryTerm, entryCmd, entryTime)); + raftLog("Appended log entry: " + entryCmd); + } + + // Update commit index + if (leaderCommit > commitIndex) { + commitIndex = Math.min(leaderCommit, log.size() - 1); + applyStateMachine(); + } + } + + // Send response + VSMessage response = new VSMessage(); + response.setString("type", MSG_APPEND_RESPONSE); + response.setInteger("term", currentTerm); + response.setBoolean("success", success); + response.setInteger("senderId", process.getProcessNum()); + response.setInteger("matchIndex", log.size() - 1); + response.setInteger("receiverNum", leaderId); + + sendMessage(response); + } + + private void handleAppendResponse(VSMessage message, int followerId) { + if (currentState != State.LEADER) { + return; + } + + boolean success = message.getBoolean("success"); + int matchIdx = message.getInteger("matchIndex"); + + if (success) { + matchIndex.put(followerId, matchIdx); + nextIndex.put(followerId, matchIdx + 1); + + // Check if we can advance commit index + updateCommitIndex(); + } else { + // Decrement nextIndex and retry + int next = nextIndex.getOrDefault(followerId, 1); + if (next > 1) { + nextIndex.put(followerId, next - 1); + } + } + } + + private void handleClientRequest(VSMessage message, int clientId) { + if (currentState != State.LEADER) { + // Redirect to leader or reject + VSMessage response = new VSMessage(); + response.setString("type", "CLIENT_RESPONSE"); + response.setBoolean("success", false); + response.setString("result", "Not leader. Leader is: " + currentLeader); + response.setInteger("receiverNum", clientId); + sendMessage(response); + return; + } + + // Append to log + String command = message.getString("command"); + LogEntry entry = new LogEntry(currentTerm, command, process.getTime()); + log.add(entry); + + raftLog("Leader received client request: " + command); + + // Will be committed when replicated to majority + // For now, send optimistic response + VSMessage response = new VSMessage(); + response.setString("type", "CLIENT_RESPONSE"); + response.setBoolean("success", true); + response.setString("result", "Command logged: " + command); + response.setInteger("receiverNum", clientId); + sendMessage(response); + } + + // --- Helper Methods --- + + private boolean isLogUpToDate(int lastLogIndex, int lastLogTerm) { + int ourLastIndex = log.size() - 1; + int ourLastTerm = log.get(ourLastIndex).term; + + return lastLogTerm > ourLastTerm || + (lastLogTerm == ourLastTerm && lastLogIndex >= ourLastIndex); + } + + private void resetElectionTimeout() { + if (process != null) { + long timeout = ELECTION_TIMEOUT_MIN + + (long)(Math.random() * (ELECTION_TIMEOUT_MAX - ELECTION_TIMEOUT_MIN)); + electionTimeout = process.getTime() + timeout; + } + } + + private void scheduleElectionTimeout() { + removeSchedules(); + scheduleAt(electionTimeout); + } + + private void updateCommitIndex() { + // Find the highest index that has been replicated to majority + for (int n = log.size() - 1; n > commitIndex; n--) { + if (log.get(n).term == currentTerm) { + int replicatedCount = 1; // Leader has it + + for (int matchIdx : matchIndex.values()) { + if (matchIdx >= n) { + replicatedCount++; + } + } + + if (replicatedCount > getNumProcesses() / 2) { + commitIndex = n; + applyStateMachine(); + break; + } + } + } + } + + private void applyStateMachine() { + while (lastApplied < commitIndex) { + lastApplied++; + LogEntry entry = log.get(lastApplied); + raftLog("Applied to state machine: " + entry.command); + } + } + + private void raftLog(String message) { + String stateStr = currentState != null ? currentState.toString() : "CLIENT"; + String prefix = String.format("[%s T:%d N:%d] ", + stateStr, currentTerm, process.getProcessNum()); + process.log(prefix + message); + } + + @Override + public String toString() { + return super.toString() + " - Raft Consensus"; + } +}
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