有没有更好的方法来构建这个 MySQL 查询以使其运行得更快？

Question

I use a query to output a leaderboard. Where the output is sorted by the amount of commission earned by agents. I noticed that running the query takes quite a long time (+- 30 seconds). I was wondering if by like structuring (or ohter solutions) the query differently I could make the runtime faster.

This is the query:

SELECT * FROM 
    (SELECT agent, 
        COUNT(*) as sales, 
        (4*(SELECT COUNT(*) 
        FROM Sales Sales2 
        WHERE Sales2.agent=Sales.agent AND finalized_at BETWEEN '2020-11-01 00:00:00' AND '2020-11-27 23:59:59' AND flow=117)) 
        / 
        (SELECT SUM(uren) 
        FROM Uren 
        WHERE datum BETWEEN '2020-11-01 00:00:00' AND '2020-11-27 23:59:59' AND agent=Sales.agent) as sph, 
        (SELECT COUNT(*) 
        FROM Sales Sales3 
        WHERE Sales3.agent=Sales.agent AND finalized_at BETWEEN '2020-11-27 00:00:00' AND '2020-11-27 23:59:59' AND flow=165) as telecom 
    FROM Sales 
    WHERE finalized_at BETWEEN '2020-11-27 00:00:00' AND '2020-11-27 23:59:59' AND flow=117 
    GROUP BY agent ) r 
ORDER BY sales * sph * (case when sph > 1.5 then 10 else 7.5 end ) * 0.5184 + telecom * 3.75 desc;

This is the result of the EXPLAIN

1   PRIMARY <derived2>  NULL    ALL NULL    NULL    NULL    NULL    165 100.00  Using filesort
2   DERIVED Sales   NULL    ALL NULL    NULL    NULL    NULL    14899   1.11    Using where; Using temporary; Using filesort
5   DEPENDENT SUBQUERY  Sales3  NULL    ALL NULL    NULL    NULL    NULL    14899   0.11    Using where
4   DEPENDENT SUBQUERY  Uren    NULL    ALL NULL    NULL    NULL    NULL    7286    1.11    Using where
3   DEPENDENT SUBQUERY  Sales2  NULL    ALL NULL    NULL    NULL    NULL    14899   0.11    Using where

Answer 1

You can try to trunc those dates so the database will only consider the full day, and by this, processing less information.

Like this:

SELECT * FROM 
    (SELECT agent, 
        COUNT(*) as sales, 
        (4*(SELECT COUNT(*) 
        FROM Sales Sales2 
        WHERE Sales2.agent=Sales.agent AND trunc(finalized_at) BETWEEN '2020-11-01' AND '2020-11-27' AND flow=117)) 
        / 
        (SELECT SUM(uren) 
        FROM Uren 
        WHERE trunc(datum) BETWEEN '2020-11-01' AND '2020-11-27' AND agent=Sales.agent) as sph, 
        (SELECT COUNT(*) 
        FROM Sales Sales3 
        WHERE Sales3.agent=Sales.agent AND trunc(finalized_at) = '2020-11-27' AND flow=165) as telecom 
    FROM Sales 
    WHERE trunc(finalized_at) = '2020-11-27' AND flow=117 
    GROUP BY agent ) r 
ORDER BY sales * sph * (case when sph > 1.5 then 10 else 7.5 end ) * 0.5184 + telecom * 3.75 desc;

This part:

  finalized_at BETWEEN '2020-11-27 00:00:00' AND '2020-11-27 23:59:59' 

Was changed to:

  trunc(finalized_at) = '2020-11-27'