计算总数的百分比 - redshift / sql

Question

我正在尝试计算一列中二级总列的百分比。

我写：

create temporary table screenings_count_2018 as

select guid,
       datepart(y, screening_screen_date)                          as year,
       sum(case when screening_package = 4 then 1 end)             as count_package_4,
       sum(case when screening_package = 3 then 1 end)             as count_package_3,
       sum(case when screening_package = 2 then 1 end)             as count_package_2,
       sum(case when screening_package = 1 then 1 end)             as count_package_1,
       sum(case when screening_package in (1, 2, 3, 4) then 1 end) as count_total_packages


from prod.leasing_fact

where year = 2018
group by guid, year;

该表确定了初始计数和总计数列。所有列看起来都正确。

然后，我使用ratio_to_report来计算百分比（引用this教程）：

create temporary table screenings_percentage as

    select
    guid,
    year,
    ratio_to_report(count_package_1) over (partition by count_total_packages) as percentage_package_1

from screenings_count_2018

group by guid, year,count_package_1,count_total_packages
order by percentage_package_1 desc;

我也尝试过：

select
    guid,
    year,
    sum(count_package_1/count_total_packages) as percentage_package_1

    -- ratio_to_report(count_package_1) over (partition by count_total_packages) as percentage_package_1

from screenings_count_2018

group by guid, year,count_package_1,count_total_packages
order by percentage_package_1 desc;

不幸的是，percentage_package_1只返回所有空值（这不正确 - 我期待百分比）。两者都没有工作。

我究竟做错了什么？

谢谢！

Answer 1

既然你已经列出了包含组件和总数的列，在创建screenings_count_2018时，你真的需要使用ratio_to_report吗？

select
    , guid
    , year
    , count_package_1/count_total_packages as percentage_package_1
    , count_package_2/count_total_packages as percentage_package_2
    , count_package_3/count_total_packages as percentage_package_3
    , count_package_4/count_total_packages as percentage_package_4
from screenings_count_2018

这应该工作。 NB你保证永远不会有count_total_packages为零吗？如果它可以为零，则需要处理它。一种方法是使用案例陈述。

如果你希望每个包的百分比出现在一个列中，那么你可以使用ratio_to_report - 它是一个“窗口”分析函数，对于原始表它将是这样的。

with count_table as (
select guid
       , datepart(y, screening_screen_date) as year
       , screening_package
       , count(1) as count
from prod.leasing_fact
where year = 2018
group by guid
    , datepart(y, screening_screen_date)
    , screening_package
)
select guid
    , year
    , screening_package
    , ratio_to_report(count) over(partition by guid, year, screening_package) as perc_of_total
from count_table

Answer 2

你需要round(100.0*count_package_1/count_total_packages,1)等等，因为你已经计算了小计和总数