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<!DOCTYPE html><html lang="zh-cn"><head><meta charset="utf-8"><title>科技中通</title><meta http-equiv="X-UA-Compatible" content="IE=Edge,chrome=1"><meta name="viewport" content="width=device-width,initial-scale=1,maximum-scale=1,user-scalable=no"><meta name="format-detection" content="telephone=no"><meta name="author" content="[object Object]"><meta name="designer" content="minfive"><meta name="keywords" content="中通,技术,java,中间件,消息队列,程序员,开发工程师,blog,MQ,ES,ElasticSearch,网关,微服务,技术中台,中台"><meta name="description" content="中通科技是中通快递旗下的互联网物流科技平台，拥有一支千余人规模的研发团队，秉承“互联网+物流”的理念，致力于为客户和消费者提供卓越的物流科技产品与服务，助力产业数字化、智慧化不断发展。"><meta name="apple-mobile-web-app-capable" content="yes"><meta name="apple-mobile-web-app-status-bar-style" content="black"><meta name="format-detection" content="telephone=yes"><meta name="mobile-web-app-capable" content="yes"><meta name="robots" content="all"><link rel="canonical" href="http://tech.izto.com/index.html"><link rel="icon" type="image/png" href="https://izto.com/favicon.ico" sizes="32x32"><link rel="prefetch" href="/page/2/"><link rel="stylesheet" href="/scss/base/index.css"><link rel="alternate" href="/atom.xml" title="科技中通" type="application/atom+xml"><script>var _hmt=_hmt||[];!function(){var e=document.createElement("script");e.src="https://hm.baidu.com/hm.js?9b7127cab937a0bb222bc7e3e2435c75";var t=document.getElementsByTagName("script")[0];t.parentNode.insertBefore(e,t)}()</script><link rel="stylesheet" href="/scss/views/page/index.css"><meta name="generator" content="Hexo 5.0.2"></head><body ontouchstart><div id="page-loading" class="page page-loading" style="background-image:url(https://blog.static.minfive.com/other/loader.gif)"></div><div id="page" class="page js-hidden"><header id="page-header" class="page__header" style="background-image:url(https://izto.com/static/img/product-bg1.32cada9.png)"><nav class="page__navbar"><div class="page__container navbar-container"><a class="page__logo" href="/" title="科技中通" alt="科技中通"><img src="https://fscdn.zto.com/fs8/M03/5B/3D/wKhBEF83WreAWVZSAAAKUQSlLFk739.png" alt="科技中通"></a><nav class="page__nav"><ul class="nav__list clearfix"><li class="nav__item"><a href="/" alt="首页" title="首页">首页</a></li><li class="nav__item"><a href="/archives" alt="归档" title="归档">归档</a></li><li class="nav__item"><a href="/about" alt="关于" title="关于">关于</a></li></ul></nav><button class="page__menu-btn" type="button"><i class="iconfont icon-menu"></i></button></div></nav><section class="page__info"><h1 class="info__title">科技中通</h1><hr class="info__hr"><p class="info__desc">中通科技是中通快递旗下的互联网物流科技平台，拥有一支千余人规模的研发团队，秉承“互联网+物流”的理念，致力于为客户和消费者提供卓越的物流科技产品与服务，助力产业数字化、智慧化不断发展。</p></section></header><main class="page__container page__main"><div class="page__content"><div class="page__posts clearfix"><div class="page__post"><article itemscope itemtype="http://schema.org/Article" class="page__mini-article"><div class="mini-article__cover"><img itemprop="image" src="/2020/08/15/es/time-line.png" alt="中通Elasticsearch集群运维实践（二）--监控告警"><div itemprop="datePublished" content="" class="mini-article__date"><span class="date__day">15</span> <span class="date__month">八月</span></div><a itemprop="url" class="iconfont icon-enter" href="/2020/08/15/es/"></a></div><div class="mini-article__info"><h3 itemprop="name" class="mini-article__title"><a itemprop="url" href="/2020/08/15/es/" title="中通Elasticsearch集群运维实践（二）--监控告警">中通Elasticsearch集群运维实践（二）--监控告警</a></h3><p class="mini-article__author">by <span itemprop="author" itemscope itemtype="http://schema.org/Person"><a itemprop="url" href="/about/" target="_blank"><span itemprop="name">中通技术团队</span></a></span></p><p itemprop="articleSection" class="min-article__desc">中通在2015年的时候已经开始预研并在生产环境使用Elasticsearch集群，随后在科技中心开始大规模实践。随着业务的快速发展，es集群数量和规模也越来越大，版本的跨度也逐渐拉大，统一管理这些es集群逐渐变成了首要问题，在这种情况下，我们研发了中通ES运维监控平台--ESPaaS，提供了ES集群的自动化部署，统一监控，实时告警和索引管理等一系列运维管理功能，截止2020年7月底，中通生产上运行的es集群数量已经有40+个，节点数量500+个，单个集群的节点数从3个到100多个，单日新增文档数量近600亿，单日数据增量超过100tb，数据总量已经超6PB。</p><div class="min-article__tags"><i class="iconfont icon-tab"></i><ul class="tags__list clearfix"><li class="tags__item"><a href="/tags/%E9%9B%86%E7%BE%A4/">集群</a></li><li class="tags__item"><a href="/tags/%E8%BF%90%E7%BB%B4/">运维</a></li><li class="tags__item"><a href="/tags/ES/">ES</a></li><li class="tags__item"><a href="/tags/%E6%90%9C%E7%B4%A2/">搜索</a></li><li class="tags__item"><a href="/tags/%E5%B9%B3%E5%8F%B0/">平台</a></li><li class="tags__item"><a href="/tags/%E7%9B%91%E6%8E%A7/">监控</a></li></ul></div></div></article></div><div class="page__post"><article itemscope itemtype="http://schema.org/Article" class="page__mini-article"><div class="mini-article__cover"><img itemprop="image" src="/2020/08/15/kafka/640.jpeg" alt="Kafka 节点重启失败导致数据丢失的分析排查与解决之道"><div itemprop="datePublished" content="" class="mini-article__date"><span class="date__day">15</span> <span class="date__month">八月</span></div><a itemprop="url" class="iconfont icon-enter" href="/2020/08/15/kafka/"></a></div><div class="mini-article__info"><h3 itemprop="name" class="mini-article__title"><a itemprop="url" href="/2020/08/15/kafka/" title="Kafka 节点重启失败导致数据丢失的分析排查与解决之道">Kafka 节点重启失败导致数据丢失的分析排查与解决之道</a></h3><p class="mini-article__author">by <span itemprop="author" itemscope itemtype="http://schema.org/Person"><a itemprop="url" href="/about/" target="_blank"><span itemprop="name">中通技术团队</span></a></span></p><p itemprop="articleSection" class="min-article__desc">在 2 月10 号下午大概 1 点半左右，收到用户方反馈，发现日志 kafka 集群 A 主题 的 34 分区选举不了 leader，导致某些消息发送到该分区时，会报如下 no leader 的错误信息</p><div class="min-article__tags"><i class="iconfont icon-tab"></i><ul class="tags__list clearfix"><li class="tags__item"><a href="/tags/Kafka/">Kafka</a></li><li class="tags__item"><a href="/tags/MQ/">MQ</a></li><li class="tags__item"><a href="/tags/%E6%B6%88%E6%81%AF%E9%98%9F%E5%88%97/">消息队列</a></li><li class="tags__item"><a href="/tags/%E6%97%A5%E5%BF%97/">日志</a></li><li class="tags__item"><a href="/tags/%E9%9B%86%E7%BE%A4/">集群</a></li></ul></div></div></article></div><div class="page__post"><article itemscope itemtype="http://schema.org/Article" class="page__mini-article"><div class="mini-article__cover"><img itemprop="image" src="/2020/08/15/zms/1.png" alt="中通消息服务运维平台实践（已开源）"><div itemprop="datePublished" content="" class="mini-article__date"><span class="date__day">15</span> <span class="date__month">八月</span></div><a itemprop="url" class="iconfont icon-enter" href="/2020/08/15/zms/"></a></div><div class="mini-article__info"><h3 itemprop="name" class="mini-article__title"><a itemprop="url" href="/2020/08/15/zms/" title="中通消息服务运维平台实践（已开源）">中通消息服务运维平台实践（已开源）</a></h3><p class="mini-article__author">by <span itemprop="author" itemscope itemtype="http://schema.org/Person"><a itemprop="url" href="/about/" target="_blank"><span itemprop="name">中通技术团队</span></a></span></p><p itemprop="articleSection" class="min-article__desc">中通快递每天有数千万的运单在各个环节运转，每个环节都有对应的多套业务系统来支撑，业务系统之间上下游关系较为密切，从上游的客户订单到下游转运、结算、分析等每个环节都离不开消息中间件，它主要解决了系统之前的耦合、业务的削峰填谷、异步通信、数据同步和冗余存储等等功能需求，是现有系统架构中，不同系统之间交互的主要方式之一。</p><div class="min-article__tags"><i class="iconfont icon-tab"></i><ul class="tags__list clearfix"><li class="tags__item"><a href="/tags/Kafka/">Kafka</a></li><li class="tags__item"><a href="/tags/MQ/">MQ</a></li><li class="tags__item"><a href="/tags/%E4%B8%AD%E9%80%9A/">中通</a></li><li class="tags__item"><a href="/tags/%E6%B6%88%E6%81%AF/">消息</a></li><li class="tags__item"><a href="/tags/RocketMQ/">RocketMQ</a></li></ul></div></div></article></div><div class="page__post"><article itemscope itemtype="http://schema.org/Article" class="page__mini-article"><div class="mini-article__cover"><img itemprop="image" src="/2019/10/15/elasticsearch/0640.jpeg" alt="中通Elasticsearch集群运维实践"><div itemprop="datePublished" content="" class="mini-article__date"><span class="date__day">15</span> <span class="date__month">十月</span></div><a itemprop="url" class="iconfont icon-enter" href="/2019/10/15/elasticsearch/"></a></div><div class="mini-article__info"><h3 itemprop="name" class="mini-article__title"><a itemprop="url" href="/2019/10/15/elasticsearch/" title="中通Elasticsearch集群运维实践">中通Elasticsearch集群运维实践</a></h3><p class="mini-article__author">by <span itemprop="author" itemscope itemtype="http://schema.org/Person"><a itemprop="url" href="/about/" target="_blank"><span itemprop="name">中通技术团队</span></a></span></p><p itemprop="articleSection" class="min-article__desc">中通在2015年的时候已经开始预研并在生产环境使用Elasticsearch集群，发展到现在，线上已经有几十套ES集群，集群规模小到个位数的节点，大到上百个节点，依靠原来的纯人工的方式来做维护监控操作，已经难以为继，且容易出错，亟需一套系统来简化整个运维流程，统一监控，实时告警以及索引管理。</p><div class="min-article__tags"><i class="iconfont icon-tab"></i><ul class="tags__list clearfix"><li class="tags__item"><a href="/tags/%E9%9B%86%E7%BE%A4/">集群</a></li><li class="tags__item"><a href="/tags/es/">es</a></li><li class="tags__item"><a href="/tags/%E5%AE%9E%E8%B7%B5/">实践</a></li><li class="tags__item"><a href="/tags/kabana/">kabana</a></li><li class="tags__item"><a href="/tags/%E8%BF%90%E7%BB%B4/">运维</a></li></ul></div></div></article></div><div class="page__post"><article itemscope itemtype="http://schema.org/Article" class="page__mini-article"><div class="mini-article__cover"><img itemprop="image" src="/2019/08/15/xcx/0640.jpeg" alt="小程序之跨平台黑魔法"><div itemprop="datePublished" content="" class="mini-article__date"><span class="date__day">15</span> <span class="date__month">八月</span></div><a itemprop="url" class="iconfont icon-enter" href="/2019/08/15/xcx/"></a></div><div class="mini-article__info"><h3 itemprop="name" class="mini-article__title"><a itemprop="url" href="/2019/08/15/xcx/" title="小程序之跨平台黑魔法">小程序之跨平台黑魔法</a></h3><p class="mini-article__author">by <span itemprop="author" itemscope itemtype="http://schema.org/Person"><a itemprop="url" href="/about/" target="_blank"><span itemprop="name">中通技术团队</span></a></span></p><p itemprop="articleSection" class="min-article__desc">2016年微信决定上线小程序业务至今，小程序的生态已经非常庞大，覆盖的行业类目，由最初的游戏延伸至快递、电商、餐饮、教育、文旅、政务等多个领域。</p><div class="min-article__tags"><i class="iconfont icon-tab"></i><ul class="tags__list clearfix"><li class="tags__item"><a href="/tags/%E5%B0%8F%E7%A8%8B%E5%BA%8F/">小程序</a></li><li class="tags__item"><a href="/tags/%E8%B7%A8%E5%B9%B3%E5%8F%B0/">跨平台</a></li><li class="tags__item"><a href="/tags/%E5%89%8D%E7%AB%AF/">前端</a></li></ul></div></div></article></div><div class="page__post"><article itemscope itemtype="http://schema.org/Article" class="page__mini-article"><div class="mini-article__cover"><img itemprop="image" src="/2019/07/19/test2/0640.jpeg" alt="中通移动应用功耗测试最佳实践（二）"><div itemprop="datePublished" content="" class="mini-article__date"><span class="date__day">19</span> <span class="date__month">七月</span></div><a itemprop="url" class="iconfont icon-enter" href="/2019/07/19/test2/"></a></div><div class="mini-article__info"><h3 itemprop="name" class="mini-article__title"><a itemprop="url" href="/2019/07/19/test2/" title="中通移动应用功耗测试最佳实践（二）">中通移动应用功耗测试最佳实践（二）</a></h3><p class="mini-article__author">by <span itemprop="author" itemscope itemtype="http://schema.org/Person"><a itemprop="url" href="/about/" target="_blank"><span itemprop="name">中通技术团队</span></a></span></p><p itemprop="articleSection" class="min-article__desc">继上一篇移动功耗测试的测试流程、指标数据和结果分析三块内容之后，本文以Android 应用的功耗测试为例，向各位科技中通读者解读基于 GT3.1.0 的二次开发过程（文中二次开发代码为绿色背景部分）。</p><div class="min-article__tags"><i class="iconfont icon-tab"></i><ul class="tags__list clearfix"><li class="tags__item"><a href="/tags/Test/">Test</a></li><li class="tags__item"><a href="/tags/%E5%8A%9F%E8%80%97/">功耗</a></li><li class="tags__item"><a href="/tags/%E7%A7%BB%E5%8A%A8/">移动</a></li><li class="tags__item"><a href="/tags/App/">App</a></li></ul></div></div></article></div></div><nav class="page__paginator"><ul class="paginator__list clearfix"><li class="paginator__item"><span>1</span></li><li class="paginator__item"><a href="/page/2/">2</a></li><li class="paginator__item"><a href="/page/3/">3</a></li><li class="paginator__item"><a href="/page/2/" title="下一页"><i class="iconfont icon-next"></i></a></li></ul></nav></div><aside class="page__sidebar"><form id="page-search-from" class="page__search-from" action="/search/"><label class="search-form__item"><input class="input" type="text" name="search" placeholder="Search..."> <i class="iconfont icon-search"></i></label></form><div class="sidebar__block"><h3 class="block__title">简介</h3><p class="block__text">中通科技是中通快递旗下的互联网物流科技平台，拥有一支千余人规模的研发团队，秉承“互联网+物流”的理念，致力于为客户和消费者提供卓越的物流科技产品与服务，助力产业数字化、智慧化不断发展。</p></div><div class="sidebar__block"><h3 class="block__title">文章分类</h3></div><div class="sidebar__block"><h3 class="block__title">最新文章</h3><ul class="block-list latest-post-list"><li class="latest-post-item"><a href="/2020/08/15/es/" title="中通Elasticsearch集群运维实践（二）--监控告警"><div class="item__cover"><img src="/2020/08/15/es/time-line.png" alt="中通Elasticsearch集群运维实践（二）--监控告警"></div><div class="item__info"><h3 class="item__title">中通Elasticsearch集群运维实践（二）--监控告警</h3><span class="item__text">2020-08-15</span></div></a></li><li class="latest-post-item"><a href="/2020/08/15/kafka/" title="Kafka 节点重启失败导致数据丢失的分析排查与解决之道"><div class="item__cover"><img src="/2020/08/15/kafka/640.jpeg" alt="Kafka 节点重启失败导致数据丢失的分析排查与解决之道"></div><div class="item__info"><h3 class="item__title">Kafka 节点重启失败导致数据丢失的分析排查与解决之道</h3><span class="item__text">2020-08-15</span></div></a></li><li class="latest-post-item"><a href="/2020/08/15/zms/" title="中通消息服务运维平台实践（已开源）"><div class="item__cover"><img src="/2020/08/15/zms/1.png" alt="中通消息服务运维平台实践（已开源）"></div><div class="item__info"><h3 class="item__title">中通消息服务运维平台实践（已开源）</h3><span class="item__text">2020-08-15</span></div></a></li><li class="latest-post-item"><a href="/2019/10/15/elasticsearch/" title="中通Elasticsearch集群运维实践"><div class="item__cover"><img src="/2019/10/15/elasticsearch/0640.jpeg" alt="中通Elasticsearch集群运维实践"></div><div class="item__info"><h3 class="item__title">中通Elasticsearch集群运维实践</h3><span class="item__text">2019-10-15</span></div></a></li></ul></div><div class="sidebar__block"><h3 class="block__title">文章标签</h3><ul class="block-list tag-list clearfix"><li class="tag-item"><a class="tag-link" href="/tags/API/">API</a></li><li class="tag-item"><a class="tag-link" href="/tags/App/">App</a></li><li class="tag-item"><a class="tag-link" href="/tags/ES/">ES</a></li><li class="tag-item"><a class="tag-link" href="/tags/Gateway/">Gateway</a></li><li class="tag-item"><a class="tag-link" href="/tags/HBase/">HBase</a></li><li class="tag-item"><a class="tag-link" href="/tags/Kafka/">Kafka</a></li><li class="tag-item"><a class="tag-link" 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