MyQL的行转列,列转行
转载至:https://www.cnblogs.com/xiaoxi/p/7151433.html
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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);
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sujbect='语文'的记录只有一条,所以SUM()的值就等于对应那条记录的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()的值将会是者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(),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
注意:ifnull(exp1,exp2)--- 如果exp1不为null,则返回参数exp1,如果exp1为null,则返回exp2;
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
4.利用SUM(IF())生成列,UNION生成会总行,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
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
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;
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;
二、列转行
本质上将userid的每一个科目分数分散成一条条记录显示出来
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;
SQL语句
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
附:UNION与UNION ALL的区别(摘):
1.对重复结果的处理:UNION会去掉重复记录,UNION ALL不会;
2.对排序的处理:UNION会排序,UNION ALL只是简单地将两个结果集合合并;
3.效率方面的区别:因为UNION会做去重和排序,因此效率比UNION ALL慢很多。