一个地区和城市的月度增长

时间:2017-09-19 19:54:47

标签: sql postgresql lag window-functions

我有一个以下格式的表格 -

region  country   revenue  datetime
apac     japan     1000    2002-01-01
apac     china     2000    2001-02-01
apac     japan     1500    2001-01-01
apac     china     3000    2002-02-01
emea     germany   4000    2003-04-01
emea     france    5000    2004-09-01
emea     germany   2000    2004-04-01
emea     france    6000    2005-09-01

我正在尝试编写一个查询,该查询会给出每个地区和县的月度增长

我在postgres中使用datetrunc('month',datetime)和lag()函数来获取之前的值,但无法按区域和国家/地区进行分组 - 当我这样做时,表格的粒度会发生变化而且我没有得到所需的输出。

以下是查询 -

select  region,
country,
  date_trunc('month',datetime) as datum,
  sum(revenue),
         round(1.0-(cast(revenue as NUMERIC)/lag(revenue,1) OVER())*100,1)
from mytable
  GROUP BY datum,region,country,revenue
ORDER BY datum ASC;

1 个答案:

答案 0 :(得分:1)

您需要partition by

select region, country,
       date_trunc('month', datetime) as datum,
       sum(revenue),
       round(1.0-(cast(revenue as NUMERIC)/lag(sum(revenue), 1) over (partition by region, country order by date_trunc('month',datetime)))*100,1)
from mytable
group by datum, region, country
order by datum asc;

此外,revenue不应该在group by

或者,首先进行聚合更容易表达:

select region, county, datum, rev, 
       lag(rev) over (partition by region, country order by datum) as prev_rev
from (select region, country,
             date_trunc('month', datetime) as datum,
             sum(revenue) as rev
      from mytable
      group by datum, region, country
     ) drc
order by datum asc;