表:app_events
+------------------+----------+ | Column Name | Type | +------------------+----------+ | event_id | int | | user_id | int | | event_timestamp | datetime | | event_type | varchar | | session_id | varchar | | event_value | int | +------------------+----------+ event_id 是这张表的唯一主键。 event_type 可以是 app_open,click,scroll,purchase 或 app_close。 session_id 将事件按同一用户会话分组。 event_value 表示:对于 purchase - 美元金额,对于 scroll - 滚动的像素数,对于其它 - NULL。
编写一个解决方案来识别 僵尸会话,即用户看似活跃但表现出异常行为模式的会话。如果会话满足以下所有条件,则被视为 僵尸会话:
30
分钟。5
次滚动事件。0.20
。返回结果表按 scroll_count
降序 排序,然后按 session_id
升序 排序。
返回格式如下所示。
示例:
输入:
app_events 表:
+----------+---------+---------------------+------------+------------+-------------+ | event_id | user_id | event_timestamp | event_type | session_id | event_value | +----------+---------+---------------------+------------+------------+-------------+ | 1 | 201 | 2024-03-01 10:00:00 | app_open | S001 | NULL | | 2 | 201 | 2024-03-01 10:05:00 | scroll | S001 | 500 | | 3 | 201 | 2024-03-01 10:10:00 | scroll | S001 | 750 | | 4 | 201 | 2024-03-01 10:15:00 | scroll | S001 | 600 | | 5 | 201 | 2024-03-01 10:20:00 | scroll | S001 | 800 | | 6 | 201 | 2024-03-01 10:25:00 | scroll | S001 | 550 | | 7 | 201 | 2024-03-01 10:30:00 | scroll | S001 | 900 | | 8 | 201 | 2024-03-01 10:35:00 | app_close | S001 | NULL | | 9 | 202 | 2024-03-01 11:00:00 | app_open | S002 | NULL | | 10 | 202 | 2024-03-01 11:02:00 | click | S002 | NULL | | 11 | 202 | 2024-03-01 11:05:00 | scroll | S002 | 400 | | 12 | 202 | 2024-03-01 11:08:00 | click | S002 | NULL | | 13 | 202 | 2024-03-01 11:10:00 | scroll | S002 | 350 | | 14 | 202 | 2024-03-01 11:15:00 | purchase | S002 | 50 | | 15 | 202 | 2024-03-01 11:20:00 | app_close | S002 | NULL | | 16 | 203 | 2024-03-01 12:00:00 | app_open | S003 | NULL | | 17 | 203 | 2024-03-01 12:10:00 | scroll | S003 | 1000 | | 18 | 203 | 2024-03-01 12:20:00 | scroll | S003 | 1200 | | 19 | 203 | 2024-03-01 12:25:00 | click | S003 | NULL | | 20 | 203 | 2024-03-01 12:30:00 | scroll | S003 | 800 | | 21 | 203 | 2024-03-01 12:40:00 | scroll | S003 | 900 | | 22 | 203 | 2024-03-01 12:50:00 | scroll | S003 | 1100 | | 23 | 203 | 2024-03-01 13:00:00 | app_close | S003 | NULL | | 24 | 204 | 2024-03-01 14:00:00 | app_open | S004 | NULL | | 25 | 204 | 2024-03-01 14:05:00 | scroll | S004 | 600 | | 26 | 204 | 2024-03-01 14:08:00 | scroll | S004 | 700 | | 27 | 204 | 2024-03-01 14:10:00 | click | S004 | NULL | | 28 | 204 | 2024-03-01 14:12:00 | app_close | S004 | NULL | +----------+---------+---------------------+------------+------------+-------------+
输出:
+------------+---------+--------------------------+--------------+ | session_id | user_id | session_duration_minutes | scroll_count | +------------+---------+--------------------------+--------------+ | S001 | 201 | 35 | 6 | +------------+---------+--------------------------+--------------+
解释:
结果表按 scroll_count 降序排序,然后按 session_id 升序排序。