Oracle vs PostgreSQL Develop(15) - DISTINCT ON
平时在客户业务的数据分析中,经常有这么一种需求,那就是希望得到某个组里面某些字段最大或最小的记录.
比如雇员表:
[local]:5432 pg12@testdb=# \d employee Table "public.employee" Column | Type | Collation | Nullable | Default ------------+-----------------------+-----------+----------+--------- id | integer | | | name | character varying(30) | | | department | character varying(30) | | | salary | double precision |
我们通过MockData生成测试数据,共1000行,department共有12个.
[local]:5432 pg12@testdb=# select count(*) from employee; count ------- 1000(1 row)Time: 22.747 ms[local]:5432 pg12@testdb=# select distinct department from employee; department -------------------------- Marketing Training Sales Business Development Product Management Research and Development Support Legal Accounting Services Human Resources Engineering(12 rows)Time: 2.616 ms
下面希望得到每个department中salary中最大的employee.
常规的做法是使用分组求得最大值/最小值,然后进行关联查询:
[local]:5432 pg12@testdb=# select a.* from employee a,(select department,max(salary) as salary from employee group by department) b pg12@testdb-# where a.department = b.department and a.salary = b.salary order by a.department; id | name | department | salary -----+--------------------+--------------------------+--------- 453 | Ericha Hendrikse | Accounting | 9958.5 307 | Kyle Hartegan | Business Development | 9754.93 969 | Odelinda Marsden | Engineering | 9942.3 201 | Glen Kasperski | Human Resources | 9559.54 892 | Mirabelle Lesslie | Legal | 9720.49 214 | Chane Koschek | Marketing | 9943.86 371 | Josy Ayliff | Product Management | 9975.48 191 | Meir Alvaro | Research and Development | 9870 770 | Adoree de Guerre | Sales | 9808.65 370 | Benoite Overlow | Services | 9884.79 866 | Shirlee McIlherran | Support | 9884.08 586 | Renae Jerromes | Training | 9904.24(12 rows)Time: 8.256 ms[local]:5432 pg12@testdb=#
这种方法有个问题是如果max salary有多条记录的话,上述查询的结果会有多条.
PostgreSQL提供了DISTINCT ON,可简单实现该需求
[local]:5432 pg12@testdb=# SELECT DISTINCT ON (department)pg12@testdb-# *pg12@testdb-# FROMpg12@testdb-# employeepg12@testdb-# ORDER BYpg12@testdb-# department,pg12@testdb-# salary DESC; id | name | department | salary -----+--------------------+--------------------------+--------- 453 | Ericha Hendrikse | Accounting | 9958.5 307 | Kyle Hartegan | Business Development | 9754.93 969 | Odelinda Marsden | Engineering | 9942.3 201 | Glen Kasperski | Human Resources | 9559.54 892 | Mirabelle Lesslie | Legal | 9720.49 214 | Chane Koschek | Marketing | 9943.86 371 | Josy Ayliff | Product Management | 9975.48 191 | Meir Alvaro | Research and Development | 9870 770 | Adoree de Guerre | Sales | 9808.65 370 | Benoite Overlow | Services | 9884.79 866 | Shirlee McIlherran | Support | 9884.08 586 | Renae Jerromes | Training | 9904.24(12 rows)Time: 11.445 ms
Excellent Feature!
参考资料
The Many Faces of DISTINCT in PostgreSQL
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