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November 23, 2023 00:27
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I asked ChatGPT to create a Simple Raft Implementation
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package main | |
import ( | |
"fmt" | |
"math/rand" | |
"time" | |
) | |
// LogEntry represents a log entry in the Raft algorithm. | |
type LogEntry struct { | |
Term int | |
Index int | |
Data interface{} | |
} | |
// RaftNode represents a node in the Raft cluster. | |
type RaftNode struct { | |
id int | |
currentTerm int | |
votedFor int | |
log []LogEntry | |
commitIndex int | |
lastApplied int | |
nextIndex []int | |
matchIndex []int | |
state string // "follower", "candidate", or "leader" | |
electionTimer *time.Timer | |
heartbeatTimer *time.Timer | |
// Channels for communication between different components of the node. | |
// For simplicity, we use channels for communication, but in a real-world | |
// scenario, you would need to implement network communication. | |
appendEntriesChan chan struct{} | |
requestVoteChan chan struct{} | |
commitChan chan struct{} | |
} | |
func NewRaftNode(id int) *RaftNode { | |
return &RaftNode{ | |
id: id, | |
currentTerm: 0, | |
votedFor: -1, | |
log: make([]LogEntry, 0), | |
commitIndex: 0, | |
lastApplied: 0, | |
nextIndex: make([]int, 0), | |
matchIndex: make([]int, 0), | |
appendEntriesChan: make(chan struct{}), | |
requestVoteChan: make(chan struct{}), | |
commitChan: make(chan struct{}), | |
state: "follower", | |
} | |
} | |
func (n *RaftNode) startElectionTimer() { | |
timeout := time.Duration(rand.Intn(150)+150) * time.Millisecond | |
n.electionTimer = time.NewTimer(timeout) | |
go func() { | |
for { | |
select { | |
case <-n.electionTimer.C: | |
fmt.Printf("[%d] Election timeout\n", n.id) | |
n.startElection() | |
} | |
} | |
}() | |
} | |
func (n *RaftNode) resetElectionTimer() { | |
n.electionTimer.Stop() | |
n.startElectionTimer() | |
} | |
func (n *RaftNode) startHeartbeatTimer() { | |
heartbeatInterval := 50 * time.Millisecond | |
n.heartbeatTimer = time.NewTimer(heartbeatInterval) | |
go func() { | |
for { | |
select { | |
case <-n.heartbeatTimer.C: | |
fmt.Printf("[%d] Sending heartbeat\n", n.id) | |
n.broadcastAppendEntries() | |
} | |
} | |
}() | |
} | |
func (n *RaftNode) resetHeartbeatTimer() { | |
n.heartbeatTimer.Stop() | |
n.startHeartbeatTimer() | |
} | |
func (n *RaftNode) startElection() { | |
n.state = "candidate" | |
n.currentTerm++ | |
n.votedFor = n.id | |
n.resetElectionTimer() | |
// Request votes from other nodes. | |
n.broadcastRequestVote() | |
} | |
func (n *RaftNode) broadcastRequestVote() { | |
fmt.Printf("[%d] Broadcasting RequestVote for term %d\n", n.id, n.currentTerm) | |
// For simplicity, we'll assume there are two other nodes in the cluster with IDs 2 and 3. | |
for _, peerID := range []int{2, 3} { | |
go func(peerID int) { | |
// Simulate network latency and communication. | |
time.Sleep(time.Duration(rand.Intn(50)) * time.Millisecond) | |
// For now, we'll just simulate a response from each peer. | |
n.handleRequestVoteResponse(peerID, true) | |
}(peerID) | |
} | |
} | |
func (n *RaftNode) handleRequestVoteResponse(peerID int, voteGranted bool) { | |
if n.state != "candidate" { | |
return | |
} | |
if voteGranted { | |
fmt.Printf("[%d] Received vote from %d\n", n.id, peerID) | |
// For simplicity, we'll assume a majority with just one vote. | |
n.state = "leader" | |
n.resetHeartbeatTimer() | |
// Initialize nextIndex and matchIndex for log replication. | |
for _, peer := range []int{2, 3} { | |
n.nextIndex = append(n.nextIndex, len(n.log)+1) | |
n.matchIndex = append(n.matchIndex, 0) | |
} | |
// Start log replication. | |
n.sendAppendEntries() | |
} else { | |
// TODO: Handle the case where the vote is not granted. | |
} | |
} | |
func (n *RaftNode) sendAppendEntries() { | |
fmt.Printf("[%d] Sending initial AppendEntries for log replication\n", n.id) | |
// For simplicity, we'll assume there are two other nodes in the cluster with IDs 2 and 3. | |
for _, peerID := range []int{2, 3} { | |
go func(peerID int) { | |
// Simulate network latency and communication. | |
time.Sleep(time.Duration(rand.Intn(50)) * time.Millisecond) | |
// For now, we'll just simulate a response from each peer. | |
n.handleAppendEntriesResponse(peerID, true) | |
}(peerID) | |
} | |
} | |
func (n *RaftNode) handleAppendEntriesResponse(peerID int, success bool) { | |
if n.state != "leader" { | |
return | |
} | |
if success { | |
n.nextIndex[peerID-2]++ | |
n.matchIndex[peerID-2] = n.nextIndex[peerID-2] - 1 | |
n.commitIndex++ | |
n.commitChan <- struct{}{} | |
// Continue log replication. | |
n.sendAppendEntries() | |
} else { | |
// TODO: Handle the case where log replication is not successful. | |
} | |
} | |
func (n *RaftNode) StateMachine() { | |
for { | |
select { | |
case <-n.appendEntriesChan: | |
// TODO: Handle incoming AppendEntries RPCs. | |
case <-n.requestVoteChan: | |
// TODO: Handle incoming RequestVote RPCs. | |
case <-n.commitChan: | |
// Apply committed log entries to the state machine. | |
n.applyCommittedEntries() | |
} | |
} | |
} | |
func (n *RaftNode) applyCommittedEntries() { | |
for n.lastApplied < n.commitIndex { | |
n.lastApplied++ | |
entry := n.log[n.lastApplied-1] | |
// TODO: Apply the log entry to the state machine. | |
fmt.Printf("[%d] Applied log entry: %v\n", n.id, entry) | |
} | |
} | |
func (n *RaftNode) broadcastAppendEntries() { | |
fmt.Printf("[%d] Broadcasting AppendEntries\n", n.id) | |
// For simplicity, we'll assume there are two other nodes in the cluster with IDs 2 and 3. | |
for _, peerID := range []int{2, 3} { | |
go func(peerID int) { | |
// Simulate network latency and communication. | |
time.Sleep(time.Duration(rand.Intn(50)) * time.Millisecond) | |
// For now, we'll just simulate a response from each peer. | |
n.handleAppendEntriesResponse(peerID, true) | |
}(peerID) | |
} | |
} | |
func (n *RaftNode) Run() { | |
go n.StateMachine() | |
n.startElectionTimer() | |
n.startHeartbeatTimer() | |
// TODO: Implement the main Raft loop with leader election, log replication, etc. | |
for { | |
// Placeholder for the main Raft logic. | |
// For simplicity, we'll just sleep for a random duration in this example. | |
time.Sleep(time.Duration(rand.Intn(100)) * time.Millisecond) | |
} | |
} | |
func main() { | |
// Create and run a Raft node with ID 1. | |
node := NewRaftNode(1) | |
node.Run() | |
} |
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