V2EX = way to explore
V2EX 是一个关于分享和探索的地方
现在注册
已注册用户请  登录
MySQL 5.5 Community Server
MySQL 5.6 Community Server
Percona Configuration Wizard
XtraBackup 搭建主从复制
Great Sites on MySQL
Percona
MySQL Performance Blog
Severalnines
推荐管理工具
Sequel Pro
phpMyAdmin
推荐书目
MySQL Cookbook
MySQL 相关项目
MariaDB
Drizzle
参考文档
http://mysql-python.sourceforge.net/MySQLdb.html
zaishanfeng
V2EX  ›  MySQL

mysql sharding ,大家有什么好的方案吗?

  •  
  •   zaishanfeng · 2015-05-23 14:54:55 +08:00 · 4237 次点击
    这是一个创建于 3478 天前的主题,其中的信息可能已经有所发展或是发生改变。

    现在数据库层想做这样的方案,cluster+sharding,cluster方面资料挺多的,也基本上实现了,但是sharding方面好复杂,一种方案是业务层改变,另一种方案是加一层透明proxy,找了一下好像目前没有好用的proxy。业务层方面改又很费劲,面临以下问题:

    • Do I need to shard all of my tables or just the big tables?
    • How do I ensure my data is evenly distributed between shards?
    • How does sharding affect referential integrity constraints?
    • How do I use auto increment values and ensure unique values across all shards?
    • How do I perform joins between my sharded tables and non-sharded tables?
    • How do I run aggregrate queries that need data from multiple shards?
    • What if I need to add more shards later on or change the sharding strategy?
    • How do I perform the initial sharding of my existing data?
    • What about joins between shards and transactions involving multiple shards?
    • How do I ensure data is going to the correct shard?
    • How do I implement HA in a sharded environment?
    • How does sharding affect my backup/recovery procedures?

    请问大家都是怎么sharding的?最好是生产环境验证过的,谢谢

    3 条回复    2015-05-25 06:10:41 +08:00
    Actrace
        1
    Actrace  
       2015-05-23 16:16:45 +08:00
    分发的话,Haproxy不就够了吗..
    zaishanfeng
        2
    zaishanfeng  
    OP
       2015-05-23 16:28:09 +08:00
    @Actrace sharding 比如单表一亿条数据 分成十个子表 每个一千条
    siteshen
        3
    siteshen  
       2015-05-25 06:10:41 +08:00
    1. 用户产生的可能“超载”都需要 sharding
    2. sharding时指定个权重即可,刚开始3个sharding时,1:1:1,时隔半年增加3个sharding,1:1:1:5:5:5 即可(具体比例根据业务发展调整)
    3. 外键都得删掉,人工检查维护,当然完整性不能得到DB层保证
    4. ((timestamp -CONSTANTS) << 23) + (sharding_id << 10) + (auto_increment & (2<<10))(支持2^13个sharding)
    5. 避免join
    6. 每个sharding里aggregrate,代码里合并
    7. 一致性hash
    8. return sharding0 if id < 10^9
    9. WTF?
    10. 代码保证啊
    11. WTF?
    12. 和去掉外键一样,没法保证

    没在生产环境验证过,不谢。

    参考文献:
    [1] http://instagram-engineering.tumblr.com/post/10853187575/sharding-ids-at-instagram
    [2] http://media.postgresql.org/sfpug/instagram_sfpug.pdf
    关于   ·   帮助文档   ·   博客   ·   API   ·   FAQ   ·   实用小工具   ·   2650 人在线   最高记录 6679   ·     Select Language
    创意工作者们的社区
    World is powered by solitude
    VERSION: 3.9.8.5 · 21ms · UTC 01:52 · PVG 09:52 · LAX 17:52 · JFK 20:52
    Developed with CodeLauncher
    ♥ Do have faith in what you're doing.