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mysql行转列 列转行

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工作中经常用到的mysql行转列和列转行总结

一、行转列

  • 创建数据表和创建数据

    CREATE TABLE `student` (
      `name` varchar() DEFAULT NULL COMMENT '名字',
      `subject` varchar() DEFAULT NULL COMMENT '科目',
      `score` float DEFAULT NULL COMMENT '分数'
    ) ENGINE=InnoDB DEFAULT CHARSET=utf8
    
    INSERT INTO student (NAME,SUBJECT,score) 
    VALUES
    ('张三', '语文', 80),
    ('张三', '数学', 90),
    ('张三', '英语', 70),
    ('张三', '生物', 85),
    ('李四', '语文', 80),
    ( '李四', '数学', 92),
    (  '李四', '英语', 76),
    ('李四', '生物', 88),
    (  '码农', '语文', 60),
    ('码农', '数学', 82),
    ( '码农', '英语', 96),
    ( '码农', '生物', 78);
    
  • 查询数据表中的内容(即转换前的结果)

    SELECT * FROM student
    

  • 先来看一下转换后的结果

  1. 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(NAME,'total') AS NAME,
    SUM(IF(`subject`='数学',score,0)) AS '数学',
    SUM(IF(`subject`='语文',score,0)) AS '语文',
    SUM(IF(`subject`='英语',score,0)) AS '英语',
    SUM(IF(`subject`='生物',score,0)) AS '生物', 
    SUM(IF(`subject`='total',score,0)) AS total
    FROM(
        SELECT NAME,IFNULL(`subject`,'total') AS `subject`,SUM(score) AS score
        FROM student
        GROUP BY NAME,`subject`
        WITH ROLLUP
        HAVING NAME IS NOT NULL
    )AS A 
    GROUP BY NAME
    WITH ROLLUP;
    
    运行结果:
  2. 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 NAME,
    SUM(IF(`subject`='数学',score,0)) AS '数学',
    SUM(IF(`subject`='语文',score,0)) AS '语文',
    SUM(IF(`subject`='英语',score,0)) AS '英语',
    SUM(IF(`subject`='生物',score,0)) AS '生物', 
    SUM(score) AS TOTAL 
    FROM student
    GROUP BY NAME
    UNION
    SELECT 'TOTAL',
    SUM(IF(`subject`='数学',score,0)) AS '数学',
    SUM(IF(`subject`='语文',score,0)) AS '语文',
    SUM(IF(`subject`='英语',score,0)) AS '英语',
    SUM(IF(`subject`='生物',score,0)) AS '生物', 
    SUM(score) FROM student
    
    运行结果:
  3. 利用SUM(IF()) 生成列,直接生成结果不再利用子查询
    SELECT IFNULL(NAME,'TOTAL') AS NAME,
    SUM(IF(`subject`='数学',score,0)) AS '数学',
    SUM(IF(`subject`='语文',score,0)) AS '语文',
    SUM(IF(`subject`='英语',score,0)) AS '英语',
    SUM(IF(`subject`='生物',score,0)) AS '生物', 
    SUM(score) AS TOTAL 
    FROM student
    GROUP BY NAME WITH ROLLUP;
    
    运行结果:
  4. 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 student) A ;
     
    SET @QQ = CONCAT('select ifnull(name,\'TOTAL\')as name,',@EE,' sum(score) as TOTAL from student group by name WITH ROLLUP');
    -- SELECT @QQ;
     
    PREPARE stmt FROM @QQ;
    EXECUTE stmt;
    DEALLOCATE PREPARE stmt;
    
    运行结果:
  5. 合并字段显示:利用group_concat()
    SELECT NAME,GROUP_CONCAT(`subject`,":",score)AS 成绩 FROM student
    GROUP BY NAME
    
    运行结果:

二、列转行

  • 创建数据表和创建数据

    CREATE TABLE tb_score(
        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;
    
    INSERT INTO tb_score (userid,cn_score,math_score,en_score,po_score) 
    VALUES 
    ('001',90,92,80,0),
    ('002',88,90,75.5,0),
    ('003',70,85,90,82);
    
  • 查询数据表中的内容(即转换前的结果)

    SELECT * FROM tb_score
    

  • 转换后:

  1. UNION ALL

    SELECT userid,'语文' AS course,cn_score AS score FROM tb_score
    UNION ALL
    SELECT userid,'数学' AS course,math_score AS score FROM tb_score
    UNION ALL
    SELECT userid,'英语' AS course,en_score AS score FROM tb_score
    UNION ALL
    SELECT userid,'政治' AS course,po_score AS score FROM tb_score
    ORDER BY userid
    

  2. UNION

    SELECT userid, '政治' COURSE, PO_SCORE AS SCORE FROM tb_score
    UNION 
    SELECT userid, '英语' COURSE, EN_SCORE AS SCORE FROM tb_score
    UNION 
    SELECT userid, '数学' COURSE, MATH_SCORE AS SCORE FROM tb_score
    UNION 
    SELECT userid, '语文' COURSE , CN_SCORE AS SCORE FROM tb_score
    ORDER BY userid,COURSE;
    

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。
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并;
3.效率方面的区别:因为UNION 会做去重和排序处理,因此效率比UNION ALL慢很多;

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