导航：首页 > 数据库 >

给老婆的一篇文章

发表于：2026-10-31 作者：千家信息网编辑

千家信息网最后更新 2026年10月31日，老婆公司有个这样的需求：查询出某游戏的用户回流信息，当用户连续两天登陆，则判定为2日回流，如果间隔一天登陆，则判定为3日回流，如果间隔5天登陆，则判定为7日回流。用户数据间隔时间短为14天（固定）。准

千家信息网最后更新 2026年10月31日给老婆的一篇文章

老婆公司有个这样的需求：

查询出某游戏的用户回流信息，当用户连续两天登陆，则判定为2日回流，如果间隔一天登陆，则判定为3日回流，如果间隔5天登陆，则判定为7日回流。用户数据间隔时间短为14天（固定）。

准备数据

database语法和mysql一致。

创建表：

create table user_login(u_id int,login_date timestamp default current_timestamp);

插入数据：

DELIMITER //create procedure loop_insert()begindeclare days int;declare usrs int;declare mx int;declare i int;set days = 14;set usrs = 30;set mx = 500;set i = 1;repeat     insert into user_login(u_id,login_date) values (floor((RAND() * usrs)),subdate(sysdate(),(RAND() * (days+1))));    set i = i + 1;until i >= mxend repeat;end//

call loop_insert();

最开始我想到的是用group_concat,sql是这样：

SELECT     u_id, group_concat(distinct DATE_FORMAT(login_date, '%Y%m%d') order by DATE_FORMAT(login_date, '%Y%m%d') desc separator '-') AS yyyymmddFROM    user_loginGROUP BY u_id;

后来想想日期转换成INTEGER相减是不准确的（比如跨月），而且这样显示并不能解决需求。

好吧，考虑行转列。

行转列

行转列，需要case when枚举，好在日期只有14天，可以做到：

SELECT         u_id,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180413' THEN login_date                ELSE ''            END AS d20180413,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180414' THEN login_date                ELSE ''            END AS d20180414,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180415' THEN login_date                ELSE ''            END AS d20180415,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180416' THEN login_date                ELSE ''            END AS d20180416,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180417' THEN login_date                ELSE ''            END AS d20180417,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180418' THEN login_date                ELSE ''            END AS d20180418,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180419' THEN login_date                ELSE ''            END AS d20180419,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180420' THEN login_date                ELSE ''            END AS d20180420,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180421' THEN login_date                ELSE ''            END AS d20180421,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180422' THEN login_date                ELSE ''            END AS d20180422,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180423' THEN login_date                ELSE ''            END AS d20180423,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180424' THEN login_date                ELSE ''            END AS d20180424,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180425' THEN login_date                ELSE ''            END AS d20180425,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180426' THEN login_date                ELSE ''            END AS d20180426    FROM        user_login

查询结果：

按用户合并

按用户合并日期，去重，用max可以保证单条数据，有数据置为1无数据置为0：

SELECT         u_id,            CASE                WHEN MAX(d20180413) = '' THEN '0'                ELSE '1'            END AS isZ20180413,            CASE                WHEN MAX(d20180414) = '' THEN '0'                ELSE '1'            END AS isZ20180414,            CASE                WHEN MAX(d20180415) = '' THEN '0'                ELSE '1'            END AS isZ20180415,            CASE                WHEN MAX(d20180416) = '' THEN '0'                ELSE '1'            END AS isZ20180416,            CASE                WHEN MAX(d20180417) = '' THEN '0'                ELSE '1'            END AS isZ20180417,            CASE                WHEN MAX(d20180418) = '' THEN '0'                ELSE '1'            END AS isZ20180418,            CASE                WHEN MAX(d20180419) = '' THEN '0'                ELSE '1'            END AS isZ20180419,            CASE                WHEN MAX(d20180420) = '' THEN '0'                ELSE '1'            END AS isZ20180420,            CASE                WHEN MAX(d20180421) = '' THEN '0'                ELSE '1'            END AS isZ20180421,            CASE                WHEN MAX(d20180422) = '' THEN '0'                ELSE '1'            END AS isZ20180422,            CASE                WHEN MAX(d20180423) = '' THEN '0'                ELSE '1'            END AS isZ20180423,            CASE                WHEN MAX(d20180424) = '' THEN '0'                ELSE '1'            END AS isZ20180424,            CASE                WHEN MAX(d20180425) = '' THEN '0'                ELSE '1'            END AS isZ20180425,            CASE                WHEN MAX(d20180426) = '' THEN '0'                ELSE '1'            END AS isZ20180426    FROM        (SELECT         u_id,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180413' THEN login_date                ELSE ''            END AS d20180413,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180414' THEN login_date                ELSE ''            END AS d20180414,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180415' THEN login_date                ELSE ''            END AS d20180415,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180416' THEN login_date                ELSE ''            END AS d20180416,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180417' THEN login_date                ELSE ''            END AS d20180417,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180418' THEN login_date                ELSE ''            END AS d20180418,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180419' THEN login_date                ELSE ''            END AS d20180419,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180420' THEN login_date                ELSE ''            END AS d20180420,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180421' THEN login_date                ELSE ''            END AS d20180421,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180422' THEN login_date                ELSE ''            END AS d20180422,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180423' THEN login_date                ELSE ''            END AS d20180423,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180424' THEN login_date                ELSE ''            END AS d20180424,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180425' THEN login_date                ELSE ''            END AS d20180425,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180426' THEN login_date                ELSE ''            END AS d20180426    FROM        user_login) t0    GROUP BY u_id

查询结果：

列转行

使用group_concat:

SELECT         u_id,            CONCAT(isZ20180413, isZ20180414, isZ20180415, isZ20180416, isZ20180417, isZ20180418, isZ20180419, isZ20180420, isZ20180421, isZ20180422, isZ20180423, isZ20180424, isZ20180425, isZ20180426) AS sumIsZ    FROM        (SELECT         u_id,            CASE                WHEN MAX(d20180413) = '' THEN '0'                ELSE '1'            END AS isZ20180413,            CASE                WHEN MAX(d20180414) = '' THEN '0'                ELSE '1'            END AS isZ20180414,            CASE                WHEN MAX(d20180415) = '' THEN '0'                ELSE '1'            END AS isZ20180415,            CASE                WHEN MAX(d20180416) = '' THEN '0'                ELSE '1'            END AS isZ20180416,            CASE                WHEN MAX(d20180417) = '' THEN '0'                ELSE '1'            END AS isZ20180417,            CASE                WHEN MAX(d20180418) = '' THEN '0'                ELSE '1'            END AS isZ20180418,            CASE                WHEN MAX(d20180419) = '' THEN '0'                ELSE '1'            END AS isZ20180419,            CASE                WHEN MAX(d20180420) = '' THEN '0'                ELSE '1'            END AS isZ20180420,            CASE                WHEN MAX(d20180421) = '' THEN '0'                ELSE '1'            END AS isZ20180421,            CASE                WHEN MAX(d20180422) = '' THEN '0'                ELSE '1'            END AS isZ20180422,            CASE                WHEN MAX(d20180423) = '' THEN '0'                ELSE '1'            END AS isZ20180423,            CASE                WHEN MAX(d20180424) = '' THEN '0'                ELSE '1'            END AS isZ20180424,            CASE                WHEN MAX(d20180425) = '' THEN '0'                ELSE '1'            END AS isZ20180425,            CASE                WHEN MAX(d20180426) = '' THEN '0'                ELSE '1'            END AS isZ20180426    FROM        (SELECT         u_id,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180413' THEN login_date                ELSE ''            END AS d20180413,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180414' THEN login_date                ELSE ''            END AS d20180414,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180415' THEN login_date                ELSE ''            END AS d20180415,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180416' THEN login_date                ELSE ''            END AS d20180416,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180417' THEN login_date                ELSE ''            END AS d20180417,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180418' THEN login_date                ELSE ''            END AS d20180418,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180419' THEN login_date                ELSE ''            END AS d20180419,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180420' THEN login_date                ELSE ''            END AS d20180420,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180421' THEN login_date                ELSE ''            END AS d20180421,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180422' THEN login_date                ELSE ''            END AS d20180422,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180423' THEN login_date                ELSE ''            END AS d20180423,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180424' THEN login_date                ELSE ''            END AS d20180424,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180425' THEN login_date                ELSE ''            END AS d20180425,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180426' THEN login_date                ELSE ''            END AS d20180426    FROM        user_login) t0    GROUP BY u_id) t1

查询结果：

统计

SELECT     u_id,    sumIsZ,    CASE        WHEN LOCATE('11', sumIsZ) > 0 THEN 2        ELSE 0    END AS is2Back,/*2日回流*/    CASE        WHEN LOCATE('101', sumIsZ) > 0 THEN 3        ELSE 0    END AS is3Back,/*3日回流*/    CASE        WHEN LOCATE('1001', sumIsZ) > 0 THEN 4        ELSE 0    END AS is4Back,/*4日回流*/    CASE        WHEN LOCATE('10001', sumIsZ) > 0 THEN 5        ELSE 0    END AS is5Back,/*5日回流*/    CASE        WHEN LOCATE('100001', sumIsZ) > 0 THEN 6        ELSE 0    END AS is6Back,/*6日回流*/    CASE        WHEN LOCATE('1000001', sumIsZ) > 0 THEN 7        ELSE 0    END AS is7Back/*7日回流*/FROM    (SELECT         u_id,            CONCAT(isZ20180413, isZ20180414, isZ20180415, isZ20180416, isZ20180417, isZ20180418, isZ20180419, isZ20180420, isZ20180421, isZ20180422, isZ20180423, isZ20180424, isZ20180425, isZ20180426) AS sumIsZ    FROM        (SELECT         u_id,            CASE                WHEN MAX(d20180413) = '' THEN '0'                ELSE '1'            END AS isZ20180413,            CASE                WHEN MAX(d20180414) = '' THEN '0'                ELSE '1'            END AS isZ20180414,            CASE                WHEN MAX(d20180415) = '' THEN '0'                ELSE '1'            END AS isZ20180415,            CASE                WHEN MAX(d20180416) = '' THEN '0'                ELSE '1'            END AS isZ20180416,            CASE                WHEN MAX(d20180417) = '' THEN '0'                ELSE '1'            END AS isZ20180417,            CASE                WHEN MAX(d20180418) = '' THEN '0'                ELSE '1'            END AS isZ20180418,            CASE                WHEN MAX(d20180419) = '' THEN '0'                ELSE '1'            END AS isZ20180419,            CASE                WHEN MAX(d20180420) = '' THEN '0'                ELSE '1'            END AS isZ20180420,            CASE                WHEN MAX(d20180421) = '' THEN '0'                ELSE '1'            END AS isZ20180421,            CASE                WHEN MAX(d20180422) = '' THEN '0'                ELSE '1'            END AS isZ20180422,            CASE                WHEN MAX(d20180423) = '' THEN '0'                ELSE '1'            END AS isZ20180423,            CASE                WHEN MAX(d20180424) = '' THEN '0'                ELSE '1'            END AS isZ20180424,            CASE                WHEN MAX(d20180425) = '' THEN '0'                ELSE '1'            END AS isZ20180425,            CASE                WHEN MAX(d20180426) = '' THEN '0'                ELSE '1'            END AS isZ20180426    FROM        (SELECT         u_id,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180413' THEN login_date                ELSE ''            END AS d20180413,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180414' THEN login_date                ELSE ''            END AS d20180414,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180415' THEN login_date                ELSE ''            END AS d20180415,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180416' THEN login_date                ELSE ''            END AS d20180416,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180417' THEN login_date                ELSE ''            END AS d20180417,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180418' THEN login_date                ELSE ''            END AS d20180418,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180419' THEN login_date                ELSE ''            END AS d20180419,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180420' THEN login_date                ELSE ''            END AS d20180420,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180421' THEN login_date                ELSE ''            END AS d20180421,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180422' THEN login_date                ELSE ''            END AS d20180422,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180423' THEN login_date                ELSE ''            END AS d20180423,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180424' THEN login_date                ELSE ''            END AS d20180424,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180425' THEN login_date                ELSE ''            END AS d20180425,            CASE DATE_FORMAT(login_date, '%Y%m%d')                WHEN '20180426' THEN login_date                ELSE ''            END AS d20180426    FROM        user_login) t0    GROUP BY u_id) t1) t2;

查询结果：