从另一列 sql / presto 计算百分比

Percentage calculation from another column sql / presto

提问人:justnewbie89 提问时间:9/25/2019 更新时间:3/7/2021 访问量:3161

问:

我有这张表

month_year  shopid  payment_method   count
Jul-19      3lokpn99    CC           115
Jul-19      3lokpn99    PAYPALL      1
Jul-19      6jyhikmm    CC           180
Jul-19      6jyhikmm    PAYPALL      7
Aug-19      3lokpn99    CC           108
Aug-19      3lokpn99    PAYPALL      4
Aug-19      6jyhikmm    CC           114
Aug-19      6jyhikmm    PAYPALL      3

我正在寻找的是计算该月每种付款方式的百分比。 期望的结果是这样的

month_year  shopid  payment_method   count   %
Jul-19      3lokpn99    CC           115    99.14
Jul-19      3lokpn99    PAYPALL      1      0.86
Jul-19      6jyhikmm    CC           180    96.26
Jul-19      6jyhikmm    PAYPALL      7      3.74
Aug-19      3lokpn99    CC           108    96.43
Aug-19      3lokpn99    PAYPALL      4      3.57
Aug-19      6jyhikmm    CC           114    97.4
Aug-19      6jyhikmm    PAYPALL      3      2.56
MySQL SQL 百分比 Presto

评论


答:

3赞 Piotr Findeisen 9/25/2019 #1

有不同的方法可能

  • 使用 Window 函数
  • 带有聚合的 self-JOIN(如 Wojciech 的回答中所示)

窗口函数方法的另一个优点是源数据只读取一次。

SELECT month_year, shopid, payment_method, count,
    100e0 * count / sum(count) OVER (
        PARTITION BY month_year, shopid
        RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING)
        AS "%"
FROM ...

(在 Presto 318 上测试)

请参阅 Presto 窗口函数文档 https://trino.io/docs/current/functions/window.html

评论

0赞 justnewbie89 9/25/2019
但是,在运行您的查询之后。我想我需要从窗口功能中删除payment_method。它可以在没有分区的情况下正常工作payment_menthod。再次感谢再次帮助我
0赞 Wojciech Kołacz 9/25/2019 #2

您可以通过以下查询实现此结果:

SELECT s.*, ROUND(s.count / ss.count_summed * 100,2) AS `%`
FROM stack s
JOIN (SELECT s.month_year, s.shopid, SUM(s.count) AS count_summed FROM stack s GROUP BY s.month_year, s.shopid) ss ON ss.month_year = s.month_year AND ss.shopid = s.shopid;