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高于部门平均

中等 21-classic 面试经典题型 windowgroup-avgnull-keyfilter

找出工资严格高于本部门平均工资的员工。

  • 部门平均工资 dept_avg = 同一 dept_id 下所有员工 salary 的算术平均(不舍入)。
  • dept_id 为 null 的员工合起来算作一个“无部门”组,在组内同样和组平均比较,并且要输出(dept_id 输出 null)。
  • 工资恰好等于平均值的不算;只有一个人的部门里没有人高于平均。

输入

  • employees(emp_id, name, dept_id, manager_id, hire_date, salary, title, email)

输出

列为 emp_id, name, dept_id, salary, dept_avg(dept_avg 为浮点),行顺序不限。

输入表 (case base,共 2 个 case:base、edge)

employees hr/employees
#emp_idint64namestringdept_idint64manager_idint64hire_datedatesalaryint64titlestringemailstring
1 1 Grace Liu 1 null 2015-10-01 98000 CEO grace.liu@corp.example
2 2 Leo Wang 2 1 2017-09-09 72000 VP Engineering leo.wang@corp.example
3 3 Sara Chen 3 1 2020-06-05 70000 VP Sales sara.chen@corp.example
4 4 Lucas Zhang 4 2 2023-04-20 52000 Engineering Manager lucas.zhang@corp.example
5 5 Mia Zhao 5 2 2016-07-16 52000 Data Manager mia.zhao@corp.example
6 6 Kevin Wu 3 3 2016-10-23 45000 Sales Manager kevin.wu@corp.example
7 7 Lily Xu 6 4 2025-03-17 48000 Infra Lead lily.xu@corp.example
8 8 Tom Huang 4 4 2022-01-03 46000 Senior Engineer tom.huang@corp.example
9 9 Liam Zhou 4 4 2020-10-01 39000 Software Engineer liam.zhou@corp.example
10 10 Nina Yang 4 4 2020-10-02 39000 Software Engineer nina.yang@corp.example
11 11 Oscar Lin 4 8 2022-07-15 26000 Junior Engineer oscar.lin@corp.example
12 12 Linda Ma 5 5 2016-08-25 41000 Data Engineer linda.ma@corp.example
13 13 Eric Sun 5 5 2021-09-09 33000 Data Analyst eric.sun@corp.example
14 14 Ivy He 5 5 2018-05-29 41000 Data Engineer ivy.he@corp.example
15 15 Lei Gao 5 12 2016-06-02 27000 Junior Data Engineer lei.gao@corp.example
16 16 Hao Guo 6 7 2016-12-18 44000 Site Reliability Engineer hao.guo@corp.example
17 17 Fang Luo 6 7 2020-11-11 38000 Infra engineer fang.luo@corp.example
18 18 Jun Liang 6 16 2020-09-08 25000 Junior Engineer jun.liang@corp.example
19 19 Dana Song 3 6 2016-10-13 31000 Account Executive dana.song@corp.example
20 20 Victor Tang 3 6 2018-09-12 31000 Account Executive victor.tang@corp.example
显示前 20 行,共 40 行

期望输出 (case base,行顺序不限)

#emp_idInt64nameStringdept_idInt64salaryInt64dept_avgFloat64
1 2 Leo Wang 2 72000 69000.0
2 3 Sara Chen 3 70000 35700.0
3 4 Lucas Zhang 4 52000 40500.0
4 5 Mia Zhao 5 52000 36250.0
5 6 Kevin Wu 3 45000 35700.0
6 7 Lily Xu 6 48000 36333.33333
7 8 Tom Huang 4 46000 40500.0
8 12 Linda Ma 5 41000 36250.0
9 14 Ivy He 5 41000 36250.0
10 16 Hao Guo 6 44000 36333.33333
11 17 Fang Luo 6 38000 36333.33333
12 22 Lu Feng 3 36000 35700.0
13 28 Uma Jiang null 24000 23000.0
14 29 Xin Cai 5 47000 36250.0
15 30 Bob Pan 4 53000 40500.0
16 31 Chen Du 6 38000 36333.33333
17 32 Amy Yu 3 46500 35700.0
18 39 Logan Bai 4 46000 40500.0
共 18 行