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多个命名聚合

简单 10-groupby 分组聚合 groupbynamed-aggregationnull-key

按部门统计人数和工资。

  • 按 dept_id 分组。dept_id 为 null 的员工(合同工)不属于任何部门,忽略这些行,不输出 null 组。
  • headcount:该部门的员工人数,工资为 null 的员工也要计入。
  • avg_salary、max_salary:工资的平均值和最大值,忽略 null 工资。

输入

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

输出

列为 dept_id, headcount, avg_salary, max_salary,行顺序不限。

输入表 (case base,共 2 个 case:base、small)

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)

#dept_idInt64headcountInt64avg_salaryFloat64max_salaryInt64
1 2 2 69000.0 72000
2 5 8 36250.0 52000
3 1 1 98000.0 98000
4 3 10 35700.0 70000
5 4 10 40500.0 53000
6 6 6 36333.33333 48000
7 7 1 61000.0 61000
共 7 行