优化 SELECT 中的子查询

Question

我的table架构如下：

索引：

products.id 主键
products.description 独一无二
expenses.id 主键
expenses.product_id 外键到 product.id

我的目标是加载

当月每个产品的成本(AS costs_november)
上个月每个产品的成本(AS costs_october)
当月成本与上月相比的变化
（当月成本 - 上月成本）（AS 成本）
当月成本与上月相比的百分比变化
（上月成本 * 100 / 当前月成本）(AS percent_diff)

我已经成功地编写了 SQL 的代码：

SELECT description, (SUM(cost) - IFNULL(
(
    SELECT SUM(cost)
    FROM expenses
    WHERE month = 9 AND year = 2019 AND product_id = e.product_id
    GROUP BY product_id
), 0)) AS costs,

SUM(cost) * 100 / 
(
    SELECT SUM(cost)
    FROM expenses
    WHERE month = 9 AND year = 2019 AND product_id = e.product_id
    GROUP BY product_id
) AS percent_diff,

SUM(cost) AS costs_october,

IFNULL(
(
    SELECT SUM(cost)
    FROM expenses
    WHERE month = 9 AND year = 2019 AND product_id = e.product_id
    GROUP BY product_id
), 0) AS costs_september

FROM expenses e
JOIN products p ON (e.product_id = p.id)
WHERE month = 10 AND year = 2019
GROUP BY product_id
ORDER BY product_id;

但是复制粘贴同一个子查询三次真的是解决方案吗？理论上，每个产品需要运行四个查询。有没有更优雅的方式？

感谢您的帮助！

Answer 1

您可以一次计算所有月份和所有产品：

SELECT year, month,
       SUM(costs) as curr_month_costs,
       LAG(SUM(costs)) OVER (ORDER BY year, month) as prev_month_costs,
       (SUM(costs) -
        LAG(SUM(costs)) OVER (ORDER BY year, month) 
       ) as diff,
       LAG(SUM(costs)) OVER (ORDER BY year, month) * 100 / SUM(costs)
FROM expenses e JOIN
     products p
     ON e.product_id = p.id
GROUP BY product_id, year, month
ORDER BY year, month, product_id;

如果只想 select 当前月份，可以使用子查询。

Answer 2

我会用条件聚合来解决这个问题：

select 
    p.description,
    sum(case when e.month = 11 then e.cost else 0 end) costs_november,
    sum(case when e.month = 10 then e.cost else 0 end) costs_october,
    sum(case when e.month = 11 then e.cost else -1 * e.cost end) costs,
    sum(case when e.month = 10 then e.cost else 0 end)
        * 100
        / nullif(
            sum(case when e.month = 11 then e.cost else 0 end),
            0
        ) percent_diff
from expenses e
inner join products p on p.id = e.product_id
where e.year = 2019 and e.month in (10, 11)
goup by e.product_id

您可以通过使用子查询来避免重复相同的条件和（您的 RDBMS 可能无论如何都会对其进行优化，但这往往会使查询更具可读性）：

select 
    description,
    costs_november,
    costs_october,
    costs_november - costs_october costs,
    costs_october * 100 / nullif(costs_november, 0) percent_diff
from (
    select 
        p.description,
        sum(case when e.month = 11 then e.cost else 0 end) costs_november,
        sum(case when e.month = 10 then e.cost else 0 end) costs_october
    from expenses e
    inner join products p on p.id = e.product_id
    where e.year = 2019 and e.month in (10, 11)
    goup by e.product_id
) t

优化 SELECT 中的子查询

Optimize subquery in SELECT

mysql

sql

innodb

join

query-optimization