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
微学AI19 分钟前
一款数据库SQL防火墙:可以拦截99.99%,可以阻止恶意SQL
数据库·sql
2401_8845632422 分钟前
Python Lambda(匿名函数):简洁之道
jvm·数据库·python
haixingtianxinghai1 小时前
Redis真的是单线程吗?
数据库·redis·缓存
FirstFrost --sy1 小时前
MySQL复合查询
数据库·mysql
imuliuliang2 小时前
MySQL的底层原理与架构
数据库·mysql·架构
尽兴-2 小时前
Redis7 底层数据结构解析
数据结构·数据库·缓存·redis7
m0_730115112 小时前
自动化机器学习(AutoML)库TPOT使用指南
jvm·数据库·python
qq_410194292 小时前
SQL语句性能优化
数据库·sql·性能优化
小江的记录本2 小时前
【MyBatis-Plus】Spring Boot + MyBatis-Plus 进行各种数据库操作(附完整 CRUD 项目代码示例)
java·前端·数据库·spring boot·后端·sql·mybatis
wanhengidc2 小时前
《三国志异闻录》搬砖新游戏 云手机
运维·服务器·数据库·游戏·智能手机