全表扫描是数据库搜寻表的每一条记录的过程,直到所有符合给定条件的记录返回为止。通常在数据库中,对无索引的表进行查询一般称为全表扫描;然而有时候我们即便添加了索引,但当我们的SQL语句写的不合理的时候也会造成全表扫描。
以下是经常会造成全表扫描的SQL语句及应对措施:
1. 使用null做为判断条件
如:select account from member where nickname = null;
建议在设计字段时尽量将字段的默认值设为0,改为select account where nickname = 0;
2. 左模糊查询Like %XXX%
如:select account from member where nickname like ‘%XXX%’ 或者 select account from member where nickname like ‘%XXX’
建议使用select account from member where nickname like ‘XXX%’,如果必须要用到做查询,需要评估对当前表全表扫描造成的后果; 刘加东@酷听说
3. 使用or做为连接条件
如:select account from member where id = 1 or id = 2;
建议使用union all,改为 select account from member where id = 1 union all select account from member where id = 2;
4. 使用in时(not in)
如:select account from member where id in (1,2,3)
如果是连续数据,可以改为select account where id between 1 and 3;当数据较少时也可以参考union用法;
或者:select account from member where id in (select accountid from department where id = 3 ),可以改为select account from member where id exsits (select accountid from department where id = 3)
not in 可以对应 not exists;
5.使用not in时
如select account where id not in (1,2,3)
6.使用!=或<>时
建议使用 <,<=,=,>,>=,between等;
7.对字段有操作时也会引起权标索引
如select account where salary * 0.8 = 1000 或者 select account where sustring(nickname,1,3) = ‘zhangxiaolong’;
8.使用count(*)时
如select count(*) from member;
建议使用select count(1) from member;
9.使用参数做为查询条件时
如select account from member where nickname = @name
由于SQL语句在编译执行时并不确定参数,这将无法通过索引进行数据查询,所以尽量避免; 刘加东@酷听说
当不规范的写法造成全表扫描时,会造成CPU和内存的额外消耗,甚至会导致服务器崩溃。在团队协作中难免会遇到一些初学者,除了安排合理的任务外,资深的工程师也要做好Code Review。否则当我们有海量数据时,不规范的语句会带来很严重的后果,一定要慎重、慎重
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原文链接:https://blog.csdn.net/xiaowu_913/article/details/72844883