
sum(x) over( partition by y ORDER BY z ) 分析
sum(x) over (partition by y order by z)
求安照y分区,然后按z排序,连续加当前顺序号前面的数值 (求每个分区中,按照z的顺序累计求和)
a b
1 2
3 4
5 6
sum(b) over (order by a)
a b sum
1 2 1
3 4 1+3
5 6 1+3+5
sum(b) over (order by a desc )
a b sum
1 2 1+3+5
3 4 1+3
5 6 5
如果是sum(b)over(partition by a) 求的是按a分区,所有的和
a b
1 3
1 4
2 3
3 1
3 4
结果是
a b sum(b) (partition by a)
1 3 7
1 4 7
2 3 3
3 1 5
3 4 5
之前用过row_number(),rank()等排序与over( partition by ... ORDER BY ...),这两个比较好理解: 先分组,然后在组内排名。
今天突然碰到sum(...) over( partition by ... ORDER BY ... ),居然搞不清除怎么执行的,所以查了些资料,做了下实操。
1. 从最简单的开始
sum(...) over( ),对所有行求和
sum(...) over( order by ... ),和 = 第一行 到 与当前行同序号行的最后一行的所有值求和,文字不太好理解,请看下图的算法解析。
with aa as ( SELECT 1 a,1 b, 3 c FROM dual union SELECT 2 a,2 b, 3 c FROM dual union SELECT 3 a,3 b, 3 c FROM dual union SELECT 4 a,4 b, 3 c FROM dual union SELECT 5 a,5 b, 3 c FROM dual union SELECT 6 a,5 b, 3 c FROM dual union SELECT 7 a,2 b, 3 c FROM dual union SELECT 8 a,2 b, 8 c FROM dual union SELECT 9 a,3 b, 3 c FROM dual ) SELECT a,b,c, sum(c) over(order by b) sum1,--有排序,求和当前行所在顺序号的C列所有值 sum(c) over() sum2--无排序,求和 C列所有值
sum() over()
2. 与 partition by 结合
sum(...) over( partition by... ),同组内所行求和
sum(...) over( partition by... order by ... ),同第1点中的排序求和原理,只是范围限制在组内

with aa as ( SELECT 1 a,1 b, 3 c FROM dual union SELECT 2 a,2 b, 3 c FROM dual union SELECT 3 a,3 b, 3 c FROM dual union SELECT 4 a,4 b, 3 c FROM dual union SELECT 5 a,5 b, 3 c FROM dual union SELECT 6 a,5 b, 3 c FROM dual union SELECT 7 a,2 b, 3 c FROM dual union SELECT 7 a,2 b, 8 c FROM dual union SELECT 9 a,3 b, 3 c FROM dual ) SELECT a,b,c,sum(c) over( partition by b ) partition_sum, sum(c) over( partition by b order by a desc) partition_order_sum FROM aa;

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