推荐回答(1个)
目前主流的数据库或者NoSQL要么在CAP里面选择AP,比较典型的例子是Cassandra,要么选择CP比如HBase,这两个是目前用得非
常多的NoSQL的实现。我们的价值观一定认为未来是分布式的,一定是尽量倾向于全部都拥有,大部分情况下取舍都是HA,主流的比较顶级的数据库都会选择
C,分布式系统一定逃不过P,所以A就只能选择HA。现在主要领域是数据库的开发,完全分布式,主要方向和谷歌的F1方向非常类似。
目前看NewSQL代表未来(Google Spanner、F1、FoundationDB),HBase在国内有六个Committer,在目
前主流的开源数据库里面几乎是最强的阵容。大家选型的时候会有一个犹豫,到底应该选择HBase还是选Cassandra。根据应用场景,如果需要一致
性,HBase一定是你最好的选择,我推荐HBase。它始终保持强一致,我们非常喜欢一致性,丧失一致性的时候有些错误会特别诡异,很难查。对于
Push-down特性的设计其实比较好,全局上是一个巨大的分布式数据库,但是逻辑上是分成了一个个Region,Region在哪台机器上是明确的。
比如要统计记录的条数,假设数据分布在整个系统里面,对数十亿记录做一个求和操作,就是说不同的机器上都要做一个sum,把条件告诉他要完成哪些任务,他给你任务你再汇总,这是典型的分布式的 MPP,做加速的时候是非常有效的。
2015年HBaseConf 上面有一句总结: “Nothing is hotter than SQL-on-
Hadoop, and now SQL-
on- HBase is fast approaching equal hotness status”, 实际上SQL-on-HBase 也是非
常火。因为 Schema Less 没有约束其实是很吓人的一件事情,当然没有约束也比较爽,就是后期维护十分痛苦,规模进一步扩大了之后又需要迁移
到 SQL。
现在无论从品质还是速度上要求已经越来越高,拥有SQL的同时还希望有ACID的东西(OLAP一般不追求一致性)。所以TiDB在设计时就强调这
样的特点:始终保持分布式事务的支持,兼容MySQL协议。无数公司在SQL遇到Scale问题的时候很痛苦地做出了选择,比如迁移到
HBase,Cassandra
MongoDB已经看过太多的公司做这种无比痛苦的事情,现在不用痛苦了,直接迁过来,直接把数据导进来就OK了。TiDB最重要的是关注OLTP,对于
互联网业务来说通常是在毫秒级内就需要返回一个结果。
我们到目前为止开发了六个月,开源了两个月。昨天晚上TiDB达到了第一个Alpha的阶段,现在可以拥有一个强大的数据库:支持分布式事务,始终
保持同步的复制,强大的按需Scale能力,无阻塞的Schema变更。发布第一个Alpha版本的时候以前的质疑都会淡定下来,因为你可以阅读每一行代
码,体验每个功能。选择这个领域也是非常艰难的决定,实在太Hardcore了,当初Google Spanner也做了5年。不过我们是真爱,我们就是
技术狂,就是要解决问题,就是要挑大家最头痛的问题去解决。好在目前阿里的OceanBase给我们服了颗定心丸,大家也不会质疑分布式关系型数据库是否
可行。
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