Home Database Mysql Tutorial MySQL Innodb数据库性能实践VARCHAR vs CHAR

MySQL Innodb数据库性能实践VARCHAR vs CHAR

Jun 07, 2016 pm 05:07 PM

学过数据库理论的读者,都应该还记得关于CHAR和VARCHAR的性能对比:CHAR比VARCHAR更快,因为CHAR是固定长度的,而VARCHAR需要增加

学过数据库理论的读者,都应该还记得关于CHAR和VARCHAR的性能对比:CHAR比VARCHAR更快,因为CHAR是固定长度的,而VARCHAR需要增加一个长度标识,处理时需要多一次运算。

针对这种情况,我做了一下基准测试,基准测试环境如下:
【硬件配置】

硬件

配置

CPU

Intel(R) Xeon(R) CPU E5620 

内存

24G

硬盘

300G * 3,无

OS

RHEL5

MySQL

5.1.49/5.1.54



【MySQL配置】

配置项

配置

innodb_buffer_pool_size

18G

innodb_log_file_size 

200M

innodb_log_files_in_group 

3

sync_binlog

100

innodb_flush_log_at_trx_commit

2




【表配置】
VARCHAR平均长度200,CHAR长度250,其它配置如下:

配置项

配置

记录数

1000

存储引擎

Innodb

行格式

compact


性能测试结果如下:
【查询】



【插入】



【更新】
更新时VARCHAR也是随机长度



【删除】



测试结果展现了一个与理论不太相符的现象:当表大小小于Innodb buffer pool时,CHAR和VARCHAR没有差别,而在表大小大于Innodb buffer pool时,VARCHAR性能反而更高!这是为什么呢?

首先,性能是综合硬件、配置、表记录数、业务模型等多种因素综合后的结果,单一因素的差异,对整体来说可能几乎没有影响;
例如,执行一个操作需要100ms,而CHAR 比 VARCHAR性能上只快了1微秒,那么最终的性能就不会有影响。
这就是当Innodb buffer pool足够大时,CHAR 和VARCHAR没有差别的原因。

再次,理论上CHAR比VARCHAR快的根本原因是站在CPU的角度来说的,但性能是综合各种因素后的最终结果,,当Innodb buffer pool小于表大小时,"磁盘读写"成为了性能的关键因素,而VARCHAR更短,因此性能反而比CHAR高。

最后,有朋友可能会认为,VARCHAR更新时如果新的数据比旧的数据要长,可能需要移动数据,导致性能更低;从实测结果来看,这种操作对最终的性能也是没有明显影响的。可能是因为Innodb采用页管理数据,数据移动是先在内存里完成,再写到磁盘,因此数据即使移动也很快。

【应用技巧】
基于以上测试结果和分析,我个人认为一般情况下优先使用VARCHAR,特别是字符串的平均长度比最大长度要小很多的情况;
当然,如果你的字符串本来就很短,例如只有10个字符,那么就优先选CHAR了。


附:
1)有兴趣的朋友可以推断一下:为什么测试结果中10KW的表性能,VARCHAR比CHAR快大约20%?
2)测试数据只为对比用,不代表一般情况下MySQL的性能就这么高,因为为了能够对比,测试时做了很多准备工作,测试操作也是比较特殊的。

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