一条Sql查询语句的优化
最近我应项目需求,在后台数据统计页面,需要将数据统计分为采集数据统计和非采集数据两个部分。当我完成功能的开发后,打开这个页面,发现页面打开相当慢。于是开始调查起页面打开慢的原因,由于是数据的呈现页面,马上联想到应该与数据库查询有关,立马用VS的断点调试功能定位到数据库的查询部分,提取数据的查询语句。如下所示:
1: SELECT COUNT(0) AS TotalCount FROM [CompanyNews] where 1=1 and Status >' -1' and MembershipId in 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and Created >='2012/9/1 0:00:00' and Created <='2012/9/2 0:00:00'
该语句的执行计划如下所示:
在Sql Profile跟踪情况为:
CPU,I/O,查询的时间开销原来这么大!问题就出在这个in语句上面,in后面的这个查询的结果集太大了。将上面这个sql语句改为下图所示的两表联合查询,消除掉这个In语句之后,查询速度就上来了。
1: select count(1) from [CompanyNews] c,membership m where c.membershipid=m.membershipid and m.status<>-1 and m.account like 'qjc%' and m.lastloginip='127.0.0.1' and c.Status >' -1' and c.Created >='2012/9/1 0:00:00' and c.Created <='2012/9/2 0:00:00'
该语句实际的执行计划为:
在Sql Profile跟踪情况为:
另一种优化方案,将In语句该为exists语句:
1: select count(1) from [CompanyNews] c where exists(select 1 from membership m where m.status<>-1 and m.account like 'qjc%'
2: and m.lastloginip='127.0.0.1' ) and c.Status>'-1' and c.Created>='2012/9/1 0:00:00' and c.Created <='2012/9/2 0:00:00';
该语句实际的执行计划为:
在Sql Profile跟踪情况为:
可以看出,这两种优化方案都能大大减少查询的时间。总结一下,采用in和exsits嵌套查询的情况:外表大而内表小的时候,采用in,而外表小而内表比较大的时候采用exsits.