我有一个按州和县统计的数据集,我想按州和县计算中位数和平均数,例如:
拥有:
ID state county count
1 MD aa 2
2 MD aa 4
3 VA bb 1
4 VA bb 2
5 VA bb 4
6 VA cc 7
7 VA cc 8
想要:
到目前为止,给我带来错误的是:
Select id, STATE,COUNTY,count,
percentile(cast(count as BIGINT), 0.5) OVER() as overall_median,
round(avg(count),2) OVER() as overall_avg,
percentile(cast(count as bigint),0.5) OVER(PARTITION BY id,STATE) as med_state,
percentile(cast(count as bigint),0.5) as med_county,
AVG(count) OVER (PARTITION BY id, STATE) as avg_state,
AVG(count) AS avg_county,
from have
group by id, state, county
不使用组时收到错误:
错误:执行错误:org.apache.hive.service.cli.hivesqlexception:编译语句时出错:失败:semanticexception无法将窗口调用拆分为组。至少有一个组只能依赖于输入列。还要检查循环依赖项。基本错误:org.apache.hadoop.hive.ql.parse.semanticexception:行1:457表达式不在group by key“id”中
无组代码:
Select id, STATE,county,count,
percentile(cast(count as BIGINT), 0.5) OVER() as overall_median,
round(avg(count),2) OVER() as overall_avg,
percentile(cast(count as bigint),0.5) OVER(PARTITION BY id,STATE) as med_state,
percentile(cast(count as bigint),0.5) OVER(PARTITION BY id,STATE,county) as med_county,
AVG(count) OVER (PARTITION BY id, STATE) as avg_state,
AVG(count) OVER (PARTITION BY id, STATE, county) as avg_county,
from have
谢谢您!
1条答案
按热度按时间b0zn9rqh1#
修正:舍入(平均(count)over(),2)
小贴士:不要使用关键字(即count)作为列名-将来会有很多问题