行变列,列变行在生成报表的时候经常遇到,行变列叫做”Pivot”, 反之叫做”Unpivot”。 在Oracle11g之前,一般都是通过case来实现,但是Oracle11g及其以后直接支持PIVOT和UNPIVOT的操作。
pivot
语法:
SELECT*FROM(元数据)PIVOT(SUM(Score/*行转列后列的值*/)FORcoursename/*需要行转列的列*/IN(转换后列的值))for 可以看成循环,for前是行转列后显示的值(这里必须使用聚合函数),for后是循环的字段(一般是有限的固定值,如字典等) in (里是对for后的循环字段处理,比如起别名,做运算等)
之前写sql的处理方式,遇到放在一起显示成一行的数据时,都是使用left join…连接成一条记录显示,这样效率不仅低而且sql看起来还很乱,如下所示:想将数据表按照数据来源统计求和
SELECTto_char(to_date(t1.tjrq,'yyyymmdd'),'yyyy"年"mm"月"dd"日"') tjrq,nvl ( t1.ztrs, 0 ) yjjj,nvl ( t2.ztrs, 0 ) qyxf,nvl ( t3.ztrs, 0 ) dgmhsfrom(SELECT tjrq,sum( ztrs ) ztrs FROM ( SELECT zrq, sjly, tjrq, min( ztrs ) ztrs FROM A GROUP BY zrq, sjly, tjrq )where tjrq BETWEEN '20220814' and '20220914' and sjly='页面' GROUP BY sjly,tjrq) t1 left join(SELECT tjrq,sum( ztrs ) ztrs FROM ( SELECT zrq, sjly, tjrq, min( ztrs ) ztrs FROM AGROUP BY zrq, sjly, tjrq ) where tjrq BETWEEN '20220814' and '20220914' and sjly='接口' GROUP BY sjly,tjrq) t2 ont1.tjrq=t2.tjrq left join (SELECT tjrq,sum( ztrs ) ztrs FROM ( SELECT zrq, sjly, tjrq, min( ztrs ) ztrs FROM AGROUP BY zrq, sjly, tjrq ) where tjrq BETWEEN '20220814' and '20220914' and sjly='导入' GROUP BY sjly,tjrq) t3 ont2.tjrq=t3.tjrqorder by t1.tjrq desc
虽说结果也是正确的,但无疑不是最优方案
使用pivot改造
select to_char(to_date(tjrq,'yyyymmdd'),'yyyy"年"mm"月"dd"日"') tjrq,nvl ( yjjj, 0 ) yjjj,nvl ( qyxf, 0 ) qyxf,nvl ( dgmhs, 0 ) dgmhsfrom (select sjly,tjrq,sum(ztrs) ztrs from (SELECT zrq, sjly,tjrq, min( ztrs ) ztrs FROM A GROUP BY zrq, sjly ,tjrq) group by sjly,tjrq) pivot (max(ztrs) for sjly in ('页面' as yjjj,'接口' as qyxf,'导入' as dgmhs))where tjrq BETWEEN '20220814' and '20220914'order by tjrq desc
教程例子:贴图助理解
unpivot
列转行,就是将一行结果拆成多行显示
语法:
select字段from数据集unpivot(自定义列名/*列的值*/for自定义列名in(列名))
如上图
可以使用union 或者union all