SQL面试题练习 —— 微信运动步数在好友中的排名

目录

  • [1 题目](#1 题目)
  • [2 建表语句](#2 建表语句)
  • [3 题解](#3 题解)

题目来源:腾讯。

1 题目

有两个表,朋友关系表user_friend,用户步数表user_steps。朋友关系表包含两个字段,用户id,用户好友的id;用户步数表包含两个字段,用户id,用户的步数.用户在好友中的排名

复制代码
-- user_friend 数据
+----------+------------+
| user_id  | friend_id  |
+----------+------------+
| 1        | 2          |
| 1        | 3          |
| 2        | 1          |
| 2        | 3          |
| 2        | 4          |
| 2        | 5          |
| 3        | 1          |
| 3        | 4          |
| 3        | 5          |
| 4        | 2          |
| 4        | 3          |
| 4        | 5          |
| 5        | 2          |
| 5        | 3          |
| 5        | 4          |
+----------+------------+
--user_friend数据
+---------------------+-------------------+
| user_steps.user_id  | user_steps.steps  |
+---------------------+-------------------+
| 1                   | 100               |
| 2                   | 95                |
| 3                   | 90                |
| 4                   | 80                |
| 5                   | 10                |
+---------------------+-------------------+

2 建表语句

sql 复制代码
CREATE TABLE user_friend
(
    user_id   INT,
    friend_id INT
) ROW FORMAT DELIMITED FIELDS TERMINATED BY '\t';

-- 插入数据
INSERT INTO user_friend
VALUES (1, 2),
       (1, 3),
       (2, 1),
       (2, 3),
       (2, 4),
       (2, 5),
       (3, 1),
       (3, 4),
       (3, 5),
       (4, 2),
       (4, 3),
       (4, 5),
       (5, 2),
       (5, 3),
       (5, 4);

CREATE TABLE user_steps
(
    user_id INT,
    steps   INT
) ROW FORMAT DELIMITED FIELDS TERMINATED BY '\t';

INSERT INTO user_steps
VALUES (1, 100),
       (2, 95),
       (3, 90),
       (4, 80),
       (5, 10);

3 题解

(1)列出好友步数,并将自己步数添加到结果中

sql 复制代码
--好友步数
select t1.user_id, t1.friend_id, t2.steps
from user_friend t1
join user_steps t2
on t1.friend_id = t2.user_id
union all
-- 自己步数
select user_id, user_id as friend_id, steps
from user_steps

执行结果

复制代码
+--------------+----------------+------------+
| _u1.user_id  | _u1.friend_id  | _u1.steps  |
+--------------+----------------+------------+
| 1            | 2              | 95         |
| 1            | 3              | 90         |
| 2            | 1              | 100        |
| 2            | 3              | 90         |
| 2            | 4              | 80         |
| 2            | 5              | 10         |
| 3            | 1              | 100        |
| 3            | 4              | 80         |
| 3            | 5              | 10         |
| 4            | 2              | 95         |
| 4            | 3              | 90         |
| 4            | 5              | 10         |
| 5            | 2              | 95         |
| 5            | 3              | 90         |
| 5            | 4              | 80         |
| 1            | 1              | 100        |
| 2            | 2              | 95         |
| 3            | 3              | 90         |
| 4            | 4              | 80         |
| 5            | 5              | 10         |
+--------------+----------------+------------+

(2)按照用户分组,给每个用户的"好友"进行排名

sql 复制代码
select tt1.user_id,
       tt1.friend_id,
       tt1.steps,
       row_number() over (partition by tt1.user_id order by tt1.steps desc) as row_num
from (
         --好友步数
         select t1.user_id,
                t1.friend_id,
                t2.steps
         from user_friend t1
                  join user_steps t2
                       on t1.friend_id = t2.user_id
         union all
         -- 自己步数
         select user_id,
                user_id as friend_id,
                steps
         from user_steps) tt1

执行结果

复制代码
+--------------+----------------+------------+----------+
| tt1.user_id  | tt1.friend_id  | tt1.steps  | row_num  |
+--------------+----------------+------------+----------+
| 1            | 1              | 100        | 1        |
| 1            | 2              | 95         | 2        |
| 1            | 3              | 90         | 3        |
| 2            | 1              | 100        | 1        |
| 2            | 2              | 95         | 2        |
| 2            | 3              | 90         | 3        |
| 2            | 4              | 80         | 4        |
| 2            | 5              | 10         | 5        |
| 3            | 1              | 100        | 1        |
| 3            | 3              | 90         | 2        |
| 3            | 4              | 80         | 3        |
| 3            | 5              | 10         | 4        |
| 4            | 2              | 95         | 1        |
| 4            | 3              | 90         | 2        |
| 4            | 4              | 80         | 3        |
| 4            | 5              | 10         | 4        |
| 5            | 2              | 95         | 1        |
| 5            | 3              | 90         | 2        |
| 5            | 4              | 80         | 3        |
| 5            | 5              | 10         | 4        |
+--------------+----------------+------------+----------+

(3)求取最终结果

sql 复制代码
select user_id,
       row_num
from (select tt1.user_id,
             tt1.friend_id,
             tt1.steps,
             row_number() over (partition by tt1.user_id order by tt1.steps desc) as row_num
      from (
               --好友步数
               select t1.user_id,
                      t1.friend_id,
                      t2.steps
               from user_friend t1
                        join user_steps t2
                             on t1.friend_id = t2.user_id
               union all
               -- 自己步数
               select user_id,
                      user_id as friend_id,
                      steps
               from user_steps) tt1) tt2
where user_id = friend_id

执行结果

复制代码
+----------+----------+
| user_id  | row_num  |
+----------+----------+
| 1        | 1        |
| 2        | 2        |
| 3        | 2        |
| 4        | 3        |
| 5        | 4        |
+----------+----------+
相关推荐
张人玉20 小时前
c# Data相关类
数据库·oracle
云和数据.ChenGuang20 小时前
OpenEuler 系统中安装 MySQL
运维·数据库·mysql·adb·运维工程师·运维技术
wniuniu_20 小时前
ceph中的rbd的稀疏写入
java·服务器·数据库
科技块儿20 小时前
如何使用IP数据云数据库接入流量监控?
数据库·网络协议·tcp/ip
叮咚侠20 小时前
Ubuntu 24.04.3 LTS如何扩容逻辑卷
linux·数据库·ubuntu
张人玉20 小时前
c#DataTable类
数据库·c#
风月歌20 小时前
基于微信小程序的学习资料销售平台源代码(源码+文档+数据库)
java·数据库·mysql·微信小程序·小程序·毕业设计·源码
gjc59220 小时前
【一次线上 MySQL 死锁问题的完整复盘与解析】
数据库·mysql·死锁
qq24392016120 小时前
mysql导致的内存泄漏Abandoned connection cleanup thread
数据库·mysql
·云扬·20 小时前
深入理解MySQL InnoDB MVCC:原理、实验与实践
数据库·mysql