Bladeren bron

research: Simple raft consensus implementation.

parazyd 4 jaren geleden
bovenliggende
commit
56436d0ab9

+ 2 - 0
script/research/sraft/.gitignore

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+target/*
+Cargo.lock

+ 22 - 0
script/research/sraft/Cargo.toml

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+[package]
+name = "sraft"
+version = "0.1.0"
+edition = "2021"
+
+[workspace]
+
+[dependencies]
+async-channel = "1.6.1"
+async-std = {version = "1.11.0", features = ["attributes"]}
+borsh = "0.9.3"
+futures = "0.3.21"
+lazy_static = "1.4.0"
+log = "0.4.16"
+rand = "0.8.5"
+
+[dev-dependencies]
+async-executor = "1.4.1"
+clap = {version = "3.1.6", features = ["derive"]}
+easy-parallel = "3.2.0"
+simplelog = "0.12.0-alpha1"
+smol = "1.2.5"

+ 14 - 0
script/research/sraft/README.md

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+sraft
+=====
+
+Simple Raft consensus implementation.
+
+```
+$ cargo build --example peer
+$ ./target/debug/examples/peer -p 127.0.0.1:13002 -p 127.0.0.1:13003 -i 1 -l 127.0.0.1:13001
+$ ./target/debug/examples/peer -p 127.0.0.1:13001 -p 127.0.0.1:13001 -i 2 -l 127.0.0.1:13002
+$ ./target/debug/examples/peer -p 127.0.0.1:13001 -p 127.0.0.1:13002 -i 3 -l 127.0.0.1:13003
+```
+
+Try stopping and starting certain nodes to see how new leaders are
+elected.

+ 55 - 0
script/research/sraft/examples/peer.rs

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+use std::net::SocketAddr;
+
+use async_executor::Executor;
+use async_std::sync::Arc;
+use clap::Parser;
+use easy_parallel::Parallel;
+use simplelog::{ColorChoice, Config, LevelFilter, TermLogger, TerminalMode};
+
+use sraft::{Raft, RaftRpc};
+
+#[derive(Parser)]
+struct Args {
+    #[clap(long, short)]
+    peer: Vec<SocketAddr>,
+
+    #[clap(long, short)]
+    id: u64,
+
+    #[clap(long, short)]
+    listen: SocketAddr,
+}
+
+#[async_std::main]
+async fn main() {
+    let args = Args::parse();
+
+    TermLogger::init(LevelFilter::Debug, Config::default(), TerminalMode::Mixed, ColorChoice::Auto)
+        .unwrap();
+
+    let mut raft = Raft::new(args.id);
+    for (k, v) in args.peer.iter().enumerate() {
+        raft.peers.insert(k as u64, *v);
+    }
+
+    let raft_rpc = RaftRpc(args.listen);
+
+    let ex = Arc::new(Executor::new());
+    let (_signal, shutdown) = async_channel::unbounded::<()>();
+
+    Parallel::new()
+        .each(0..4, |_| smol::future::block_on(ex.run(shutdown.recv())))
+        //
+        .add(|| {
+            smol::future::block_on(async move {
+                raft_rpc.start().await;
+            });
+            Ok(())
+        })
+        //
+        .finish(|| {
+            smol::future::block_on(async move {
+                raft.start().await;
+            })
+        });
+}

+ 9 - 0
script/research/sraft/rustfmt.toml

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+reorder_imports = true
+imports_granularity = "Crate"
+use_small_heuristics = "Max"
+comment_width = 100
+wrap_comments = false
+binop_separator = "Back"
+trailing_comma = "Vertical"
+trailing_semicolon = false
+use_field_init_shorthand = true

+ 463 - 0
script/research/sraft/src/lib.rs

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+use std::{collections::HashMap, io, net::SocketAddr, time::Duration};
+
+use async_channel::{Receiver, Sender};
+use async_std::{
+    io::{ReadExt, WriteExt},
+    net::{TcpListener, TcpStream},
+    stream::StreamExt,
+    sync::Mutex,
+    task,
+};
+use borsh::{BorshDeserialize, BorshSerialize};
+use futures::{select, FutureExt};
+use lazy_static::lazy_static;
+use log::{debug, error};
+use rand::Rng;
+
+mod method;
+use crate::method::{HeartbeatArgs, HeartbeatReply, RaftMethod, VoteArgs, VoteReply};
+
+#[derive(BorshSerialize, BorshDeserialize, Clone, Debug)]
+pub struct LogEntry {
+    log_term: u64,
+    log_index: u64,
+    log_data: Vec<u8>,
+}
+
+pub struct LogStore(pub Vec<LogEntry>);
+
+impl LogStore {
+    fn get_last_index(&self) -> u64 {
+        let rlen = self.0.len();
+        if rlen == 0 {
+            return 0
+        }
+
+        self.0[rlen - 1].log_index
+    }
+}
+
+lazy_static! {
+    pub static ref LOG_STORE: Mutex<LogStore> = Mutex::new(LogStore(vec![]));
+    // This is used for heartbeats
+    pub static ref HEARTBEAT_CHAN: (Sender<bool>, Receiver<bool>) = async_channel::unbounded();
+    // This is used to let our node know when it has become a leader
+    pub static ref TOLEADER_CHAN: (Sender<bool>, Receiver<bool>) = async_channel::unbounded();
+
+    pub static ref STATE: Mutex<State> = Mutex::new(State::new());
+}
+
+#[derive(Default)]
+pub struct State {
+    pub current_term: u64,
+    pub voted_for: u64,
+    pub vote_count: u64,
+
+    pub commit_index: u64,
+    pub _last_applied: u64,
+
+    pub next_index: Vec<u64>,
+    pub match_index: Vec<u64>,
+}
+
+impl State {
+    pub fn new() -> Self {
+        Self {
+            current_term: 0,
+            voted_for: 0,
+            vote_count: 0,
+            commit_index: 0,
+            _last_applied: 0,
+            next_index: vec![],
+            match_index: vec![],
+        }
+    }
+}
+
+pub enum Role {
+    Follower,
+    Candidate,
+    Leader,
+}
+
+pub struct Raft {
+    pub peers: HashMap<u64, SocketAddr>,
+    node_id: u64,
+    role: Role,
+}
+
+impl Raft {
+    pub fn new(node_id: u64) -> Self {
+        Self { peers: Default::default(), node_id, role: Role::Follower }
+    }
+
+    pub async fn start(&mut self) {
+        debug!("Raft::start()");
+        self.role = Role::Follower;
+
+        let mut state = STATE.lock().await;
+        state.current_term = 0;
+        state.voted_for = 0;
+        drop(state);
+
+        let mut rng = rand::thread_rng();
+
+        loop {
+            let delay = Duration::from_millis(rng.gen_range(0..200) + 300);
+
+            match self.role {
+                Role::Follower => {
+                    select! {
+                        _ = HEARTBEAT_CHAN.1.recv().fuse() => {
+                            debug!("[FOLLOWER] Raft::start(): follower_{} got heartbeat", self.node_id);
+                        }
+                        _ = task::sleep(delay).fuse() => {
+                            debug!("[FOLLOWER] Raft::start(): follower_{} timeout", self.node_id);
+                            self.role = Role::Candidate;
+                        }
+                    }
+                }
+
+                Role::Candidate => {
+                    debug!("[CANDIDATE] Raft::start(): peer_{} is now a candidate", self.node_id);
+                    let mut state = STATE.lock().await;
+                    state.current_term += 1;
+                    state.voted_for = self.node_id;
+                    state.vote_count = 1;
+                    drop(state);
+
+                    // TODO: In background
+                    debug!("[CANDIDATE] Raft::start(): broadcasting request_vote");
+                    self.broadcast_request_vote().await;
+
+                    select! {
+                        _ = task::sleep(delay).fuse() => {
+                            debug!("[CANDIDATE] Raft::start(): Timeout as candidate, becoming a follower");
+                            self.role = Role::Follower;
+                        }
+                        _ = TOLEADER_CHAN.1.recv().fuse() => {
+                            debug!("[CANDIDATE] Raft::start(): We are now the leader");
+                            self.role = Role::Leader;
+
+                            let mut state = STATE.lock().await;
+                            state.next_index = vec![1_u64; self.peers.len()];
+                            state.match_index = vec![0_u64; self.peers.len()];
+                            drop(state);
+
+                            // TODO: In background
+                            let t = task::spawn(async {
+                                let mut i = 0;
+                                loop {
+                                    debug!("[CANDIDATE] Raft::start(): Appending data in bg loop");
+                                    i += 1;
+                                    let state = STATE.lock().await;
+                                    let logentry = LogEntry {
+                                        log_term: state.current_term,
+                                        log_index: i,
+                                        log_data: format!("user send: {}", i).as_bytes().to_vec(),
+                                    };
+                                    drop(state);
+
+                                    debug!("[CANDIDATE] Raft::start(): Acquiring logstore lock in bg loop");
+                                    let mut logstore = LOG_STORE.lock().await;
+                                    logstore.0.push(logentry);
+                                    drop(logstore);
+                                    debug!("[CANDIDATE] Raft::start(): Dropped logstore lock in bg loop");
+                                    task::sleep(Duration::from_secs(3)).await;
+                                }
+                            });
+                        }
+                    }
+                }
+
+                Role::Leader => {
+                    debug!("[LEADER] Raft::start(): Broadcasting heartbeat as leader");
+                    self.broadcast_heartbeat().await;
+                    task::sleep(Duration::from_millis(100)).await;
+                }
+            }
+        }
+    }
+
+    async fn broadcast_request_vote(&mut self) {
+        debug!("Raft::broadcast_request_vote()");
+        let state = STATE.lock().await;
+        let args = VoteArgs { term: state.current_term, candidate_id: self.node_id };
+        drop(state);
+
+        // TODO: Do this concurrently
+        for i in self.peers.clone() {
+            debug!("Raft::broadcast_request_vote(): Sending req to peer {}", i.1);
+            match self.send_request_vote(i.0, args.clone()).await {
+                Ok(v) => debug!("Raft::broadcast_request_vote(): Got reply: {:?}", v),
+                Err(e) => {
+                    error!("Raft::broadcast_request_vote(): Failed vote to peer {}, ({})", i.1, e);
+                    continue
+                }
+            };
+        }
+    }
+
+    async fn send_request_vote(
+        &mut self,
+        node_id: u64,
+        args: VoteArgs,
+    ) -> Result<VoteReply, io::Error> {
+        debug!("Raft::send_request_vote()");
+        let addr = self.peers[&node_id];
+
+        let method = RaftMethod::Vote(args);
+        let payload = method.try_to_vec().unwrap();
+
+        debug!("Raft::send_request_vote(): Connecting to peer_{}", node_id);
+        let mut stream = TcpStream::connect(addr).await?;
+        debug!("Raft::send_request_vote(): Writing to stream");
+        stream.write_all(&payload).await?;
+        debug!("Raft::send_request_vote(): Wrote to stream");
+
+        debug!("Raft::send_request_vote(): Reading from stream");
+        let mut buf = vec![0_u8; 4096];
+        stream.read(&mut buf).await?;
+        debug!("Raft::send_request_vote(): Read from stream");
+
+        let reply = try_from_slice_unchecked::<VoteReply>(&buf)?;
+        let mut state = STATE.lock().await;
+        if reply.term > state.current_term {
+            debug!("Raft::send_request_vote(): reply.term > state.current_term");
+            state.current_term = reply.term;
+            state.voted_for = 0;
+            drop(state);
+            self.role = Role::Follower;
+            return Ok(reply)
+        }
+        drop(state);
+
+        if reply.vote_granted {
+            debug!("Raft::send_request_vote(): reply.vote_granted == true");
+            let mut state = STATE.lock().await;
+            state.vote_count += 1;
+            drop(state);
+        }
+
+        let state = STATE.lock().await;
+        if state.vote_count >= (self.peers.len() / 2 + 1).try_into().unwrap() {
+            debug!("Raft::send_request_vote(): Elected for leader");
+            TOLEADER_CHAN.0.send(true).await.unwrap();
+        }
+        drop(state);
+
+        Ok(reply)
+    }
+
+    async fn broadcast_heartbeat(&mut self) {
+        debug!("[LEADER] Raft::broadcast_heartbeat()");
+
+        for i in self.peers.clone() {
+            let state = STATE.lock().await;
+            let mut args = HeartbeatArgs {
+                term: state.current_term,
+                leader_id: self.node_id,
+                prev_log_index: 0,
+                prev_log_term: 0,
+                entries: vec![],
+                leader_commit: state.commit_index,
+            };
+
+            let prev_log_index = state.next_index[i.0 as usize] - 1;
+            drop(state);
+
+            debug!("[LEADER] Raft::broadcast_heartbeat(): Acquiring lock on LOG_STORE");
+            let logstore = LOG_STORE.lock().await;
+            if logstore.get_last_index() > prev_log_index {
+                args.prev_log_index = prev_log_index;
+                args.prev_log_term = logstore.0[prev_log_index as usize].log_term;
+                args.entries = logstore.0[prev_log_index as usize..].to_vec();
+                drop(logstore);
+                debug!("[LEADER] Raft::broadcast_heartbeat(): Dropped lock on LOG_STORE");
+                debug!("[LEADER] Raft::broadcast_heartbeat(): Send entries: {:?}", args.entries);
+            }
+
+            // TODO: Run in background
+            match self.send_heartbeat(i.0, args).await {
+                Ok(v) => debug!("[LEADER] Raft::broadcast_heartbeat(): Got reply: {:?}", v),
+                Err(e) => {
+                    error!(
+                        "[LEADER] Raft::broadcast_heartbeat(): Failed heartbeat to peer_{} ({})",
+                        i.0, e
+                    );
+                    continue
+                }
+            };
+        }
+    }
+
+    async fn send_heartbeat(
+        &mut self,
+        node_id: u64,
+        args: HeartbeatArgs,
+    ) -> Result<HeartbeatReply, io::Error> {
+        debug!("Raft::send_heartbeat({}, {:?}", node_id, args);
+        let addr = self.peers[&node_id];
+
+        let method = RaftMethod::Heartbeat(args);
+        let payload = method.try_to_vec()?;
+
+        debug!("Raft::send_heartbeat(): Connecting to peer_{}", node_id);
+        let mut stream = TcpStream::connect(addr).await?;
+        debug!("Raft::send_heartbeat(): Writing to stream");
+        stream.write_all(&payload).await?;
+        debug!("Raft::send_heartbeat(): Wrote to stream");
+
+        debug!("Raft::send_heartbeat(): Reading from stream");
+        let mut buf = vec![0_u8; 4096];
+        stream.read(&mut buf).await?;
+        debug!("Raft::send_heartbeat(): Read from stream");
+
+        let reply = try_from_slice_unchecked::<HeartbeatReply>(&buf)?;
+
+        let mut state = STATE.lock().await;
+        if reply.success {
+            debug!("Raft::send_heartbeat(): Got success reply");
+            if reply.next_index > 0 {
+                state.next_index[node_id as usize] = reply.next_index;
+                state.match_index[node_id as usize] = reply.next_index - 1;
+            }
+        } else if reply.term > state.current_term {
+            debug!("Raft::send_heartbeat(): reply.term > state.current_term");
+            state.current_term = reply.term;
+            state.voted_for = 0;
+            self.role = Role::Follower;
+        }
+        drop(state);
+
+        Ok(reply)
+    }
+}
+
+pub struct RaftRpc(pub SocketAddr);
+
+impl RaftRpc {
+    pub async fn start(&self) {
+        debug!("RaftRpc::start()");
+
+        debug!("RaftRpc::start(): Binding to {}", self.0);
+        let listener = TcpListener::bind(self.0).await.unwrap();
+        let mut incoming = listener.incoming();
+
+        while let Some(stream) = incoming.next().await {
+            debug!("RaftRpc::start(): Got RPC request");
+            let stream = stream.unwrap();
+            let (reader, writer) = &mut (&stream, &stream);
+
+            debug!("RaftRpc::start(): Reading from reader...");
+            let mut buf = vec![0_u8; 4096];
+            reader.read(&mut buf).await.unwrap();
+            debug!("RaftRpc::start(): Read from reader");
+
+            match try_from_slice_unchecked::<RaftMethod>(&buf).unwrap() {
+                RaftMethod::Vote(args) => {
+                    debug!("RaftRpc::start(): Got RaftMethod::Vote");
+                    let reply = self.request_vote(args).await;
+                    let payload = reply.try_to_vec().unwrap();
+
+                    debug!("RaftRpc::start(): Vote: Writing to writer...");
+                    writer.write_all(&payload).await.unwrap();
+                    debug!("RaftRpc::start(): Vote: Wrote to writer");
+                }
+
+                RaftMethod::Heartbeat(args) => {
+                    debug!("RaftRpc::start(): Got RaftMethod::Heartbeat");
+                    let reply = self.heartbeat(args).await;
+                    let payload = reply.try_to_vec().unwrap();
+
+                    debug!("RaftRpc::start(): Heartbeat: Writing to writer...");
+                    writer.write_all(&payload).await.unwrap();
+                    debug!("RaftRpc::start(): Heartbeat: Wrote to writer");
+                }
+            }
+        }
+    }
+
+    async fn request_vote(&self, args: VoteArgs) -> VoteReply {
+        debug!("RaftRpc::request_vote()");
+        let mut reply = VoteReply { term: 0, vote_granted: false };
+
+        debug!("RaftRpc::request_vote(): Acquiring state lock");
+        let mut state = STATE.lock().await;
+        debug!("RaftRpc::request_vote(): Got lock");
+
+        if args.term < state.current_term {
+            reply.term = state.current_term;
+            drop(state);
+            reply.vote_granted = false;
+            return reply
+        }
+
+        if state.voted_for == 0 {
+            state.current_term = args.term;
+            state.voted_for = args.candidate_id;
+            drop(state);
+            reply.term = args.term;
+            reply.vote_granted = true;
+            return reply
+        }
+
+        drop(state);
+        reply
+    }
+
+    async fn heartbeat(&self, args: HeartbeatArgs) -> HeartbeatReply {
+        debug!("RaftRpc::heartbeat()");
+        let mut reply = HeartbeatReply { success: false, term: 0, next_index: 0 };
+
+        debug!("RaftRpc::heartbeat(): Acquiring state lock");
+        let state = STATE.lock().await;
+        debug!("RaftRpc::heartbeat(): Got state lock");
+        let current_term = state.current_term;
+        drop(state);
+        debug!("RaftRpc::heartbeat(): Dropped state lock");
+
+        if args.term < current_term {
+            reply.success = false;
+            reply.term = current_term;
+            return reply
+        }
+
+        debug!("RaftRpc::heartbeat(): Sending to channel");
+        HEARTBEAT_CHAN.0.send(true).await.unwrap();
+        debug!("RaftRpc::heartbeat(): Sent to channel");
+
+        if args.entries.is_empty() {
+            reply.success = true;
+            reply.term = current_term;
+            return reply
+        }
+
+        debug!("RaftRpc::heartbeat(): Acquiring logstore lock");
+        let mut logstore = LOG_STORE.lock().await;
+        debug!("RaftRpc::heartbeat(): Got logstore lock");
+        if args.prev_log_index > logstore.get_last_index() {
+            reply.success = false;
+            reply.term = current_term;
+            reply.next_index = logstore.get_last_index() + 1;
+            drop(logstore);
+            return reply
+        }
+
+        logstore.0.extend_from_slice(&args.entries);
+        reply.next_index = logstore.get_last_index() + 1;
+        drop(logstore);
+        debug!("RaftRpc::heartbeat(): Dropped logstore lock");
+
+        reply.success = true;
+        reply.term = current_term;
+
+        reply
+    }
+}
+
+fn try_from_slice_unchecked<T: BorshDeserialize>(data: &[u8]) -> Result<T, io::Error> {
+    let mut data_mut = data;
+    let result = T::deserialize(&mut data_mut)?;
+    Ok(result)
+}

+ 40 - 0
script/research/sraft/src/method.rs

@@ -0,0 +1,40 @@
+use borsh::{BorshDeserialize, BorshSerialize};
+
+use crate::LogEntry;
+
+#[derive(BorshSerialize, BorshDeserialize, Debug)]
+pub enum RaftMethod {
+    Vote(VoteArgs),
+    Heartbeat(HeartbeatArgs),
+}
+
+#[derive(BorshSerialize, BorshDeserialize, Clone, Debug)]
+pub struct VoteArgs {
+    pub term: u64,
+    pub candidate_id: u64,
+}
+
+#[derive(BorshSerialize, BorshDeserialize, Debug)]
+pub struct VoteReply {
+    pub term: u64,
+    pub vote_granted: bool,
+}
+
+#[derive(BorshSerialize, BorshDeserialize, Debug)]
+pub struct HeartbeatArgs {
+    pub term: u64,
+    pub leader_id: u64,
+
+    pub prev_log_index: u64,
+    pub prev_log_term: u64,
+
+    pub entries: Vec<LogEntry>,
+    pub leader_commit: u64,
+}
+
+#[derive(BorshSerialize, BorshDeserialize, Debug)]
+pub struct HeartbeatReply {
+    pub success: bool,
+    pub term: u64,
+    pub next_index: u64,
+}