大数据之hive：hive之add_months 函数（用于同比环比计算）

Posted 2021-11-23 浊酒南街

目录

• 1、同比和环比
• 2、add_months函数介绍
• 3、环比实战
• 4、同比

1、同比和环比

同比：同去年的今天进行比较
环比：同上个月的今天进行比较

2、add_months函数介绍

-1 代表减一个月;
+1 代表加一个月;

select add_months('2020-09-04',-1);
2020-08-04
select add_months('2020-03-31',-1);
2020-02-29

3、环比实战

select d.spotid,d.times,d.totalnumber,d.last_month_day,d.last_month_day_num,
concat(nvl(round((d.totalnumber - d.last_month_day_num) / d.last_month_day_num * 100,2),0),'%') as ratio
from 
(
select a.spotid,a.times,a.totalnumber,
if(b.times is null,0,b.times) as last_month_day,
if(b.totalnumber is null,0,b.totalnumber) as last_month_day_num from 
(select spotid,times,totalnumber from bas_cgj_ssrlsj1 where date_id = '20200904') a
left join 
(select spotid,times,totalnumber from bas_cgj_ssrlsj1 where date_id = '20200804') b
on a.spotid = b.spotid
and day(b.times) = day(a.times)
and month(b.times) = month(add_months(a.times,-1))
and year(b.times) = year(add_months(a.times,-1)))d;

这部分是以左表a 作为主表，为本月数据，b为上个月的数据
上月数据与本月数据关联不上 填充为0
关联条件为 day = day， month = month， year = year 再用left 连接，关联不上的就被0填充，保证数据关联的准确性；

4、同比

同比和环比一样的，就需要把add_months -1 改为 减 12个月就可以了
参考：https://blog.csdn.net/weixin_42279393/article/details/108405912