如何用SQL查询获取客户的上一状态(表中第二新条目)
没问题,我来帮你搞定这个获取客户上一状态的SQL需求!
需求分析
从你的示例数据能看出来,每个客户的状态是按时间顺序递进的,当前活跃的状态(Active='Y')是最后一条记录,我们要找的就是这条活跃状态的上一个状态及其对应的结束日期。
解决方案:用窗口函数LAG()实现
窗口函数是处理这类“前后行关联”需求最简洁的方式,直接看代码:
假设你的表名叫customer_status,执行下面的查询就能得到期望结果:
WITH customer_status_with_prev AS ( SELECT Customer_id, status, end_date, Active, -- 按客户分组,按状态开始时间升序,获取上一个状态 LAG(status) OVER (PARTITION BY Customer_id ORDER BY start_date ASC) AS Previous_status, -- 同时获取上一个状态的结束日期 LAG(end_date) OVER (PARTITION BY Customer_id ORDER BY start_date ASC) AS prev_end_date FROM customer_status ) SELECT Customer_id, Previous_status, prev_end_date AS end_date FROM customer_status_with_prev WHERE Active = 'Y'; -- 只筛选当前活跃的记录,取出它对应的上一状态
代码解释
- CTE部分:用
LAG()窗口函数,按Customer_id分组,按start_date从小到大排序,这样每个记录都能拿到它的上一条记录的status和end_date。 - 主查询:筛选出
Active='Y'的记录,这时候它的Previous_status就是我们要的上一状态,prev_end_date就是对应结束日期。
针对示例数据的验证
对Customer_id=1的记录,按start_date排序后,活跃状态(Globalist)的上一条就是Explorist,对应的end_date是30-APR-18,完全匹配你想要的输出结果。
额外说明
如果你的数据里存在一个客户有多条Active='Y'的记录(虽然示例里没有这种情况),可以再加一层排序确保取到最新的活跃状态:
WITH ranked_status AS ( SELECT Customer_id, status, end_date, Active, LAG(status) OVER (PARTITION BY Customer_id ORDER BY start_date ASC) AS Previous_status, LAG(end_date) OVER (PARTITION BY Customer_id ORDER BY start_date ASC) AS prev_end_date, -- 按start_date降序排名,最新的记录排第1 ROW_NUMBER() OVER (PARTITION BY Customer_id ORDER BY start_date DESC) AS rn FROM customer_status ) SELECT Customer_id, Previous_status, prev_end_date AS end_date FROM ranked_status WHERE Active = 'Y' AND rn = 1;
内容的提问来源于stack exchange,提问作者user6855124
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