从蟒蛇SQL查询中计算总和的百分比/分数

Question

我有一个查询，可以获得一个城市的投诉数量。

query = ''' 
    select ComplaintType as complaint_type, City as city_name, 
    count(ComplaintType) complaint_count 
    from data 
    where city in ({}) 
    group by city_name, complaint_type 
    order by city_name 
'''.format(strs_to_args(TOP_CITIES)) 

ComplaintType CITY_NAME .Complain_

现在，我想创建一个列计算类型t发生在城市的投诉。它会像count（ComplaintType）/ sum（count（ComplaintType）在城市）

什么是最好的语法来完成这个？

query = ''' 
    select ComplaintType as complaint_type, City as city_name, 
    count(ComplaintType)/sum(count(ComplaintType) as complaint_freq 

Answer 1

嗯，一种方法是在子查询中总结并在连接的结果：

query = ''' 
    select d.ComplaintType as complaint_type, d.City as city_name, 
      count(*) as complaint_count, 
      count(*) * 1.0/max(cc.cnt) as ratio 
    from data d cross join 
     (select d.city, count(*) as cnt 
      from data d 
      group by d.city 
     ) cc 
     on d.city = cc.city 
    where d.city in ({}) 
    group by d.city, d.complaint_type 
    order by d.city 
'''.format(strs_to_args(TOP_CITIES))