给定Log表,查询各用户最长连续登陆天数。
`Log`
+----------------+---------+
| user_id | int |
| login_time | date |
+----------------+---------+
解题思路:1,给各用户的登录日期组内排序。用窗口函数ROW_NUMBER实现。
2,因为row_number是连续的,所以如果login_time-row_number是恒定的,说明用户从该login_time算起是连续登录的。
3,计算各用户login_time-row_number这个差值的数量,也就是各用户的连续登录天数。
4,按用户id聚合,找出各用户最大的连续登录天数。
答案:
WITH day_rank AS ( SELECT user_id, login_time, ROW_NUMBER() OVER (PARTITION BY user_id ORDER BY login_time) AS rank FROM Log), day_diff AS ( SELECT user_id, DATE_SUB(login_time, rank) AS diff FROM day_rank), continuous_day AS ( SELECT user_id, COUNT(*) AS cnt FROM day_diff GROUP BY user_id, diff); SELECT user_id, MAX(cnt) FROM continuous_day GROUP BY user_id;