一、行转列
即将原本同一列下多行的不同内容作为多个字段,输出对应内容。
建表语句
drop table if exists tb_score; create table tb_score( id int(11) not null auto_increment, userid varchar(20) not null comment '用户id', subject varchar(20) comment '科目', score double comment '成绩', primary key(id) )engine = innodb default charset = utf8;
插入数据
insert into tb_score(userid,subject,score) values ('001','语文',90); insert into tb_score(userid,subject,score) values ('001','数学',92); insert into tb_score(userid,subject,score) values ('001','英语',80); insert into tb_score(userid,subject,score) values ('002','语文',88); insert into tb_score(userid,subject,score) values ('002','数学',90); insert into tb_score(userid,subject,score) values ('002','英语',75.5); insert into tb_score(userid,subject,score) values ('003','语文',70); insert into tb_score(userid,subject,score) values ('003','数学',85); insert into tb_score(userid,subject,score) values ('003','英语',90); insert into tb_score(userid,subject,score) values ('003','政治',82);
查询数据表中的内容(即转换前的结果)
select * from tb_score
先来看一下转换后的结果:
可以看出,这里行转列是将原来的subject字段的多行内容选出来,作为结果集中的不同列,并根据userid进行分组显示对应的score。
1、使用case…when…then 进行行转列
select userid, sum(case `subject` when '语文' then score else 0 end) as '语文', sum(case `subject` when '数学' then score else 0 end) as '数学', sum(case `subject` when '英语' then score else 0 end) as '英语', sum(case `subject` when '政治' then score else 0 end) as '政治' from tb_score group by userid
2、使用if() 进行行转列:
select userid, sum(if(`subject`='语文',score,0)) as '语文', sum(if(`subject`='数学',score,0)) as '数学', sum(if(`subject`='英语',score,0)) as '英语', sum(if(`subject`='政治',score,0)) as '政治' from tb_score group by userid
注意点:
(1)sum() 是为了能够使用group by根据userid进行分组,因为每一个userid对应的subject="语文"的记录只有一条,所以sum() 的值就等于对应那一条记录的score的值。
假如userid =‘001’ and subject=‘语文’ 的记录有两条,则此时sum() 的值将会是这两条记录的和,同理,使用max()的值将会是这两条记录里面值最大的一个。但是正常情况下,一个user对应一个subject只有一个分数,因此可以使用sum()、max()、min()、avg()等聚合函数都可以达到行转列的效果。
(2)if(subject
=‘语文’,score,0) 作为条件,即对所有subject='语文’的记录的score字段进行sum()、max()、min()、avg()操作,如果score没有值则默认为0。
3、利用sum(if()) 生成列 + with rollup 生成汇总行,并利用 ifnull将汇总行标题显示为total
select ifnull(userid,'total') as userid, sum(if(`subject`='语文',score,0)) as 语文, sum(if(`subject`='数学',score,0)) as 数学, sum(if(`subject`='英语',score,0)) as 英语, sum(if(`subject`='政治',score,0)) as 政治, sum(if(`subject`='total',score,0)) as total from( select userid,ifnull(`subject`,'total') as `subject`,sum(score) as score from tb_score group by userid,`subject` with rollup having userid is not null )as a group by userid with rollup;
运行结果:
4、利用sum(if()) 生成列 + union 生成汇总行,并利用 ifnull将汇总行标题显示为 total
select userid, sum(if(`subject`='语文',score,0)) as 语文, sum(if(`subject`='数学',score,0)) as 数学, sum(if(`subject`='英语',score,0)) as 英语, sum(if(`subject`='政治',score,0)) as 政治, sum(score) as total from tb_score group by userid union select 'total',sum(if(`subject`='语文',score,0)) as 语文, sum(if(`subject`='数学',score,0)) as 数学, sum(if(`subject`='英语',score,0)) as 英语, sum(if(`subject`='政治',score,0)) as 政治, sum(score) from tb_score
运行结果:
5、利用sum(if()) 生成列,直接生成结果不再利用子查询
select ifnull(userid,'total') as userid, sum(if(`subject`='语文',score,0)) as 语文, sum(if(`subject`='数学',score,0)) as 数学, sum(if(`subject`='英语',score,0)) as 英语, sum(if(`subject`='政治',score,0)) as 政治, sum(score) as total from tb_score group by userid with rollup;
运行结果:
6、动态,适用于列不确定情况
set @ee=''; select @ee :=concat(@ee,'sum(if(subject= \'',subject,'\',score,0)) as ',subject, ',') as aa from (select distinct subject from tb_score) a ; set @qq = concat('select ifnull(userid,\'total\')as userid,',@ee,' sum(score) as total from tb_score group by userid with rollup'); -- select @qq; prepare stmt from @qq; execute stmt; deallocate prepare stmt;
运行结果:
7、合并字段显示:利用group_concat()
select userid,group_concat(`subject`,":",score)as 成绩 from tb_score group by userid
运行结果:
group_concat(),手册上说明:该函数返回带有来自一个组的连接的非null值的字符串结果。
比较抽象,难以理解。通俗点理解,其实是这样的:group_concat()会计算哪些行属于同一组,将属于同一组的列显示出来。要返回哪些列,由函数参数(就是字段名)决定。分组必须有个标准,就是根据group by指定的列进行分组。
结论:group_concat()函数可以很好的建属于同一分组的多个行转化为一个列。
二、列转行
建表语句:
create table tb_score1( id int(11) not null auto_increment, userid varchar(20) not null comment '用户id', cn_score double comment '语文成绩', math_score double comment '数学成绩', en_score double comment '英语成绩', po_score double comment '政治成绩', primary key(id) )engine = innodb default charset = utf8;
插入数据:
insert into tb_score1(userid,cn_score,math_score,en_score,po_score) values ('001',90,92,80,0); insert into tb_score1(userid,cn_score,math_score,en_score,po_score) values ('002',88,90,75.5,0); insert into tb_score1(userid,cn_score,math_score,en_score,po_score) values ('003',70,85,90,82);
查询数据表中的内容(即转换前的结果)
select * from tb_score1
转换后:
本质是将userid的每个科目分数分散成一条记录显示出来。
直接上sql:
select userid,'语文' as course,cn_score as score from tb_score1 union all select userid,'数学' as course,math_score as score from tb_score1 union all select userid,'英语' as course,en_score as score from tb_score1 union all select userid,'政治' as course,po_score as score from tb_score1 order by userid
这里将每个userid对应的多个科目的成绩查出来,通过union all将结果集加起来,达到上图的效果。
总结
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