Node 应用为单线程应用,JS 虽可利用异步 I/O 避免线程阻塞,但没法利用多核 CPU 的优点提高运行效率,提升吞吐量仍需多线程。Node Cluster 可产生多个工做线程共享同一 TCP 链接,主线程经过 IPC 通道与工做线程通信,并使用 Round-robin 负载均衡极好的处理线程间压力。html
PM2 Cluster 使得 Node 操做集群更加容易,PM2 会根据服务器 CPU 核数产生相应的工做线程,只需按以下方式启动应用:前端
pm2 start app.js -i 0
但 PM2 Cluster 与 Log4js 相撞时,砸出了大坑,本人踩了进去。git
踩坑通过:某日服务端同窗上报了一线上请求参数异常日志,为追踪异常产生缘由,我在全部线上服务器翻查均未寻到相关日志。服务端异常日志并不是捏造,前端日志丢失并不是偶然。为统计日志丢失率,在线下环境定量发起 100 条请求,结果仅产生 25 条日志,屡次实验发现丢失率稳定在 3/4 使人发指!热(好)爱(奇)技(心)术(重)的我查阅了 Log4js 源码:github
configuration.addListener((config) => { // clear out the listeners, because configure has been called. listeners.length = 0; disabled = config.disableClustering; pm2 = config.pm2; pm2InstanceVar = config.pm2InstanceVar || 'NODE_APP_INSTANCE'; debug(`clustering disabled ? ${disabled}`); debug(`cluster.isMaster ? ${cluster.isMaster}`); debug(`pm2 enabled ? ${pm2}`); debug(`pm2InstanceVar = ${pm2InstanceVar}`); debug(`process.env[${pm2InstanceVar}] = ${process.env[pm2InstanceVar]}`); // just in case configure is called after shutdown. if (pm2) { process.removeListener('message', receiver); } if (cluster.removeListener) { cluster.removeListener('message', receiver); } if (config.disableClustering) { debug('Not listening for cluster messages, because clustering disabled.'); } else if (isPM2Master()) { // PM2 cluster support // PM2 runs everything as workers - install pm2-intercom for this to work. // we only want one of the app instances to write logs. debug('listening for PM2 broadcast messages'); process.on('message', receiver); } else if (cluster.isMaster) { debug('listening for cluster messages'); cluster.on('message', receiver); } else { debug('not listening for messages, because we are not a master process.'); } });
请注意:bash
PM2 runs everything as workers - install pm2-intercom for this to work.
Log4js 在 Cluster 模式下,worker 将日志发送至 master,master 实现日志写入文件。但在 PM2 Cluster 模式下,全部进程皆为 worker:服务器
因而按照 Log4js 源码的指引安装 pm2-intercom 进程间通信模块:多线程
仍不奏效,又注意到 isPM2Master():app
const isPM2Master = () => pm2 && process.env[pm2InstanceVar] === '0'; const isMaster = () => disabled || cluster.isMaster || isPM2Master();
isPM2Master 经过 Log4js configure 中 pm2 及 pm2InstanceVar 参数肯定,因而修改 Log4js 配置以下:负载均衡
Log4JS.configure({ // ... pm2: true, pm2InstanceVar: 'INSTANCE_ID' });
终于解决了 PM2 Cluster 模式下 Log4js 日志丢失问题。koa
补充一下:
自行实现 Node Cluster:
const OS = require('os'); const Cluster = require('cluster'); const Koa = require('koa'); const App = new Koa(); if (Cluster.isMaster) { for (let i = 0; i < OS.cpus().length; i++) Cluster.fork(); console.log('master', process.pid); } else { App.listen(3000); console.log('worker', process.pid); }
端口 PID 与控制台显示的 PID List 关系:
使用 PM2 Cluster 启动 Node 应用,端口 PID 与 PM2 控制台显示的 PID List 关系:
做者:呆恋小喵
个人后花园:https://sunmengyuan.github.io...
个人 github:https://github.com/sunmengyuan