SQL KEEP 窗口函数等价改写案例

sql,keep · 浏览次数 : 8

小编点评

Department ID, First Name, Salary, Hire Date, Min Salary, Max Salary 1, John, 10000, 2023-01-01, 10000, 10000 2, Jane, 20000, 2023-02-02, 20000, 20000 3, Tom, 30000, 2023-03-03, 30000, 30000 4, Mary, 40000, 2023-04-04, 40000, 40000 5, Bob, 50000, 2023-05-05, 50000, 50000

正文

一哥们出条sql题给我玩，将下面sql改成不使用keep分析函数的写法。

select deptno,
       ename,
       sal,
       hiredate,
       min(sal) keep(dense_rank first order by hiredate) over(partition by deptno) min_sal,
       max(sal) keep(dense_rank last order by hiredate) over(partition by deptno) max_sal
  from emp;

我一开始改错了，被这哥们喷菜鸡，我草。

-- 错误等价改写，逻辑不等价
with x as (
select e1.deptno,
       e1.ename,
       e1.sal,
       e1.hiredate,
       row_number() over (partition by DEPTNO order by HIREDATE) rn_first,
       row_number() over (partition by DEPTNO order by HIREDATE DESC) rn_last
from EMP e1)
select
    e.deptno,
    e.ename,
    e.sal,
    e.hiredate,
    x1.SAL,
    x2.SAL
from emp e
    inner join x x1 on e.DEPTNO = x1.DEPTNO and x1.rn_first = 1
    inner join x x2 on e.DEPTNO = x2.DEPTNO and x2.rn_last = 1;

我换了张表测试下，发现上面改写是逻辑有问题，如果同一个组内有相同日期的，分组字段内有NULL值的，确实会导致SQL结果集不一致。

-- 将EMP表替换成EMPLOYEES，如果使用上面等价改写就错误了。
select DEPARTMENT_ID,
       FIRST_NAME,
       SALARY,
       HIRE_DATE,
       min(SALARY) keep(dense_rank first order by HIRE_DATE) over(partition by DEPARTMENT_ID) min_sal,
       max(SALARY) keep(dense_rank last order by HIRE_DATE) over(partition by DEPARTMENT_ID) max_sal
from EMPLOYEES;

最终等价改写的SQL，增加了分组字段内有NULL值的逻辑，和处理一个组内有相同日期的逻辑。

select e.DEPARTMENT_ID,
       e.FIRST_NAME,
       e.SALARY,
       e.HIRE_DATE,
       (select MIN_SALARY
        from (select DEPARTMENT_ID, MIN(SALARY) MIN_SALARY
              from (select DEPARTMENT_ID,
                           SALARY,
                           HIRE_DATE,
                           dense_rank() over (PARTITION BY DEPARTMENT_ID ORDER BY HIRE_DATE) RN
                    from EMPLOYEES)
              WHERE RN = 1
              GROUP BY DEPARTMENT_ID) e1
        where case when e1.DEPARTMENT_ID is null then 99999 else e1.DEPARTMENT_ID end = case when e.DEPARTMENT_ID is null then 99999 else e.DEPARTMENT_ID end) a_min,
       (select MAX_SALARY
        from (select DEPARTMENT_ID, MAX(SALARY) MAX_SALARY
              from (select DEPARTMENT_ID,
                           SALARY,
                           HIRE_DATE,
                           dense_rank() over (PARTITION BY DEPARTMENT_ID ORDER BY HIRE_DATE DESC) RN
                    from EMPLOYEES)
              WHERE RN = 1
              GROUP BY DEPARTMENT_ID) e1
        where case when e1.DEPARTMENT_ID is null then 99999 else e1.DEPARTMENT_ID end = case when e.DEPARTMENT_ID is null then 99999 else e.DEPARTMENT_ID end ) a_max
FROM EMPLOYEES e;