raft算法伪代码,包含超时选举,节点同步
时间: 2023-07-05 21:16:18 浏览: 78
好的,下面是RAFT算法的伪代码,包含超时选举和节点同步:
```
// 初始化节点
NODE_ID = unique_id()
CURRENT_TERM = 0
VOTED_FOR = null
LOG = []
NEXT_INDEX = {for each server: 1}
MATCH_INDEX = {for each server: 0}
// 启动节点
function start():
// 启动定时器
start_election_timeout()
// 进入循环,监听事件
while true:
message = receive_message()
if message.type == "append_entries":
handle_append_entries(message)
else if message.type == "request_vote":
handle_request_vote(message)
else if message.type == "response":
handle_response(message)
// 检测是否超时,如果超时则发起选举
if election_timeout():
start_election()
// 处理附加日志请求
function handle_append_entries(message):
if message.term < CURRENT_TERM:
send_response(false)
return
CURRENT_TERM = message.term
VOTED_FOR = null
stop_election_timeout()
// 检测前一条日志是否匹配
if LOG[message.prev_log_index].term != message.prev_log_term:
send_response(false)
return
// 添加新日志
LOG = LOG[:message.prev_log_index + 1] + message.entries + LOG[message.prev_log_index + 1:]
// 更新提交索引
if message.leader_commit > COMMIT_INDEX:
COMMIT_INDEX = min(message.leader_commit, len(LOG) - 1)
send_response(true)
// 处理投票请求
function handle_request_vote(message):
if message.term < CURRENT_TERM:
send_response(false)
return
last_log_index = len(LOG) - 1
last_log_term = LOG[last_log_index].term
if message.last_log_term < last_log_term or (message.last_log_term == last_log_term and message.last_log_index < last_log_index):
send_response(false)
return
if VOTED_FOR is null or VOTED_FOR == message.candidate_id:
CURRENT_TERM = message.term
VOTED_FOR = message.candidate_id
stop_election_timeout()
send_response(true)
else:
send_response(false)
// 处理响应
function handle_response(message):
if message.success:
NEXT_INDEX[message.server_id] = message.next_index
MATCH_INDEX[message.server_id] = message.next_index - 1
// 如果已经提交,更新提交索引
for i in range(COMMIT_INDEX + 1, len(LOG)):
if LOG[i].term == CURRENT_TERM and sum(1 for j in MATCH_INDEX.values() if j >= i) > len(MATCH_INDEX) / 2:
COMMIT_INDEX = i
else:
NEXT_INDEX[message.server_id] = message.next_index
// 开始选举
function start_election():
CURRENT_TERM += 1
VOTED_FOR = NODE_ID
votes = 1
stop_election_timeout()
// 发送投票请求
for server_id in all_servers():
if server_id != NODE_ID:
send_request_vote(server_id)
// 等待投票结果
while votes <= len(all_servers()) / 2:
message = receive_message()
if message.type == "request_vote_response" and message.term == CURRENT_TERM and message.vote_granted:
votes += 1
elif message.type == "append_entries" and message.term >= CURRENT_TERM:
start_election()
return
// 选举成功,成为领导者
become_leader()
// 成为领导者
function become_leader():
// 初始化 next_index 和 match_index
for server_id in all_servers():
NEXT_INDEX[server_id] = len(LOG) + 1
MATCH_INDEX[server_id] = 0
// 开始发送心跳
while true:
for server_id in all_servers():
if server_id != NODE_ID:
// 发送附加日志请求
prev_log_index = NEXT_INDEX[server_id] - 1
prev_log_term = LOG[prev_log_index].term
entries = LOG[NEXT_INDEX[server_id]:]
send_append_entries(server_id, prev_log_index, prev_log_term, entries, COMMIT_INDEX)
// 等待响应
if some_response_received():
// 如果已经提交,更新提交索引
for i in range(COMMIT_INDEX + 1, len(LOG)):
if LOG[i].term == CURRENT_TERM and sum(1 for j in MATCH_INDEX.values() if j >= i) > len(MATCH_INDEX) / 2:
COMMIT_INDEX = i
// 如果有节点落后了,发送更小的日志条目
for server_id in all_servers():
if server_id != NODE_ID and NEXT_INDEX[server_id] <= len(LOG):
send_append_entries(server_id, NEXT_INDEX[server_id] - 1, LOG[NEXT_INDEX[server_id] - 1].term, LOG[NEXT_INDEX[server_id]:], COMMIT_INDEX)
// 等待一段时间后再次发送心跳
sleep(HEARTBEAT_INTERVAL)
// 发送附加日志请求
function send_append_entries(server_id, prev_log_index, prev_log_term, entries, leader_commit):
// 构造请求消息
message = {
"type": "append_entries",
"term": CURRENT_TERM,
"leader_id": NODE_ID,
"prev_log_index": prev_log_index,
"prev_log_term": prev_log_term,
"entries": entries,
"leader_commit": leader_commit
}
// 发送请求消息
send_message(server_id, message)
// 发送投票请求
function send_request_vote(server_id):
// 构造请求消息
message = {
"type": "request_vote",
"term": CURRENT_TERM,
"candidate_id": NODE_ID,
"last_log_index": len(LOG) - 1,
"last_log_term": LOG[len(LOG) - 1].term
}
// 发送请求消息
send_message(server_id, message)
// 发送响应
function send_response(success, server_id, next_index):
// 构造响应消息
message = {
"type": "response",
"term": CURRENT_TERM,
"success": success,
"server_id": NODE_ID,
"next_index": next_index
}
// 发送响应消息
send_message(server_id, message)
```
这段代码实现了RAFT算法的关键步骤,包括超时选举和节点同步。其中,超时选举是通过定时器和投票请求实现的,而节点同步是通过附加日志请求和响应实现的。具体来说,当节点超时时,它会发送投票请求并等待响应,如果收到超过半数的投票,则成为领导者;领导者会周期性地发送附加日志请求来同步节点,并等待响应。如果有节点落后了,领导者会发送更小的日志条目来加速同步。最终,如果有足够多的节点接受了某个日志条目,领导者就可以将其提交。
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