题目描述
(通过次数5,860 | 提交次数9,333,通过率62.79%)
表:Customers +---------------+---------+ | Column Name | Type | +---------------+---------+ | customer_id | int | | name | varchar | +---------------+---------+ customer_id 是该表主键 该表包含消费者的信息 表:Orders +---------------+---------+ | Column Name | Type | +---------------+---------+ | order_id | int | | order_date | date | | customer_id | int | | cost | int | +---------------+---------+ order_id 是该表主键 该表包含id为customer_id的消费者的订单信息 每一个消费者 每天一笔订单 写一个 SQL 语句,找到每个用户的最近三笔订单。如果用户的订单少于 3 笔,则返回他的全部订单。 返回的结果按照 customer_name升序排列。如果排名有相同,则继续按照 customer_id 升序排列。如果排名还有相同,则继续按照 order_date 降序排列。 查询结果格式如下例所示: Customers +-------------+-----------+ | customer_id | name | +-------------+-----------+ | 1 | Winston | | 2 | Jonathan | | 3 | Annabelle | | 4 | Marwan | | 5 | Khaled | +-------------+-----------+ Orders +----------+------------+-------------+------+ | order_id | order_date | customer_id | cost | +----------+------------+-------------+------+ | 1 | 2020-07-31 | 1 | 30 | | 2 | 2020-07-30 | 2 | 40 | | 3 | 2020-07-31 | 3 | 70 | | 4 | 2020-07-29 | 4 | 100 | | 5 | 2020-06-10 | 1 | 1010 | | 6 | 2020-08-01 | 2 | 102 | | 7 | 2020-08-01 | 3 | 111 | | 8 | 2020-08-03 | 1 | 99 | | 9 | 2020-08-07 | 2 | 32 | | 10 | 2020-07-15 | 1 | 2 | +----------+------------+-------------+------+ Result table: +---------------+-------------+----------+------------+ | customer_name | customer_id | order_id | order_date | +---------------+-------------+----------+------------+ | Annabelle | 3 | 7 | 2020-08-01 | | Annabelle | 3 | 3 | 2020-07-31 | | Jonathan | 2 | 9 | 2020-08-07 | | Jonathan | 2 | 6 | 2020-08-01 | | Jonathan | 2 | 2 | 2020-07-30 | | Marwan | 4 | 4 | 2020-07-29 | | Winston | 1 | 8 | 2020-08-03 | | Winston | 1 | 1 | 2020-07-31 | | Winston | 1 | 10 | 2020-07-15 | +---------------+-------------+----------+------------+ Winston 有 4 笔订单, 排除了 "2020-06-10" 的订单, 因为它是最老的订单。 Annabelle 只有 2 笔订单, 全部返回。 Jonathan 恰好有 3 笔订单。 Marwan 只有 1 笔订单。 结果表我们按照 customer_name 升序排列,customer_id 升序排列,order_date 降序排列。 进阶: 你能写出来最近n笔订单的通用解决方案吗 来源:力扣(LeetCode) 链接:https://leetcode.cn/problems/the-most-recent-three-orders
//测试数据 Create table If Not Exists Customers (customer_id int, name varchar(10)); Create table If Not Exists Orders (order_id int, order_date date, customer_id int, cost int); insert into Customers (customer_id, name) values ('1', 'Winston'); insert into Customers (customer_id, name) values ('2', 'Jonathan'); insert into Customers (customer_id, name) values ('3', 'Annabelle'); insert into Customers (customer_id, name) values ('4', 'Marwan'); insert into Customers (customer_id, name) values ('5', 'Khaled'); insert into Orders (order_id, order_date, customer_id, cost) values ('1', '2020-07-31', '1', '30'); insert into Orders (order_id, order_date, customer_id, cost) values ('2', '2020-7-30', '2', '40'); insert into Orders (order_id, order_date, customer_id, cost) values ('3', '2020-07-31', '3', '70'); insert into Orders (order_id, order_date, customer_id, cost) values ('4', '2020-07-29', '4', '100'); insert into Orders (order_id, order_date, customer_id, cost) values ('5', '2020-06-10', '1', '1010'); insert into Orders (order_id, order_date, customer_id, cost) values ('6', '2020-08-01', '2', '102'); insert into Orders (order_id, order_date, customer_id, cost) values ('7', '2020-08-01', '3', '111'); insert into Orders (order_id, order_date, customer_id, cost) values ('8', '2020-08-03', '1', '99'); insert into Orders (order_id, order_date, customer_id, cost) values ('9', '2020-08-07', '2', '32'); insert into Orders (order_id, order_date, customer_id, cost) values ('10', '2020-07-15', '1', '2');
解题思路
虽然被标记为一道中等题目,但实际上,这只能算一道窗口函数的基本应用题。
题目要求,取出每个客户按时间排序最近的前3笔订单。
那么,很明显,我们需要根据客户来开窗;然后计算出每个客户每一笔交易的序号。
接着,根据序号,取出每个客户的前3笔订单。
最后,再跟客户信息表关联,取出客户姓名即可。
当然,题目要求,查询出的结果遵守一定的排序规则。这并不难,按照要求做一次排序,然后返回,就完成了。
参考SQL
未特别说明的情况下,参考SQL为基于MySQL8.0实现。
select c.name customer_name, b.customer_id, b.order_id, b.order_date from ( select a.customer_id, a.order_id, a.order_date, row_number() over(partition by a.customer_id order by a.order_date desc) rn from Orders a )b inner join Customers c on b.customer_id = c.customer_id where b.rn <= 3 order by c.name, b.customer_id, b.order_date desc;
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