Presto SQL - 对多列的多个条件进行排名

Question

我正在尝试编写一个查询（如果可能）来根据多个条件对 i​​d 进行排名。

我的桌子是这样的：

id     group    subgroup  value
1      A        Q         12
2      A        Z         10
3      B        Z         14
4      A        Z         20
5      B        W         20

我试过这个查询：

SELECT id,
       CASE WHEN group = 'A' THEN ROW_NUMBER() OVER (PARTITION BY group ORDER BY SUM(value) DESC) AS rank_group
       CASE WHEN group = 'A' AND subgroup = 'Z' THEN ROW_NUMBER() OVER (PARTITION BY group, subgroup ORDER BY SUM(value) DESC) AS rank_subgroup
FROM table
GROUP BY group, subgroup

但结果是这样的：

id     rank_group    rank_subgroup
1      1             1
1      2             2

我想获取每个不同的 id 并根据 case 语句的条件返回排名，但看起来添加所需的分区会导致乘法，因为 group by 是必要的。我可以为每一列编写单独的查询，但我想尽可能避免。

Answer 1

你想要这样的东西吗？

select t.*,
       dense_rank() over (order by sumg, group),
       dense_rank() over (partition by group order by sumsg, subg),
from (select t.*,
             sum(value) over (partition by group) as sumg,
             sum(value) over (partition by group, subgroup) as sumsg
      from t
     ) t;

这是我解释你可能想要什么的最佳猜测。