create database ccc;
use ccc;
create table order_info(
c_id varchar(10),
c_name varchar(10),
city_id varchar(10),
city_name varchar(10),
order_id varchar(10),
order_date date
);
insert into order_info values
('111','王**','32','厦门市','12233',"2017-07-01"),
('111','王**','32','厦门市','12234',"2017-07-02"),
('111','王**','32','厦门市','12235',"2017-07-03"),
('111','王**','32','厦门市','12236',"2017-07-03"),
('111','王**','32','厦门市','12237',"2017-7-3"),
('111','王**','32','厦门市','12238',"2017-7-4"),
('111','王**','32','厦门市','12239',"2017-7-5"),
('111','王**','32','厦门市','12240',"2017-7-6"),
('111','王**','32','厦门市','12241',"2017-7-7"),
('111','王**','32','厦门市','12242',"2017-7-8"),
('111','王**','32','厦门市','12243',"2017-7-9"),
('111','王**','32','厦门市','12244',"2017-7-10"),
('111','王**','32','厦门市','12245',"2017-7-11"),
('111','王**','32','厦门市','12246',"2017-7-12"),
('202','林**','32','厦门市','32247',"2017-7-1"),
('202','林**','32','厦门市','32248',"2017-7-2"),
('202','林**','32','厦门市','32249',"2017-7-3"),
('202','林**','32','厦门市','32250',"2017-7-4"),
('202','林**','32','厦门市','32251',"2017-7-5"),
('202','林**','32','厦门市','32252',"2017-7-6"),
('202','林**','32','厦门市','32253',"2017-7-20"),
('203','刘**','32','厦门市','32254',"2017-7-10"),
('203','刘**','32','厦门市','32255',"2017-7-11");
#问题02, 找出2017年,连续7天及以上有订单的用户ID,对应起止时间,持续天数
#问题02, 找出2017年,连续7天及以上有订单的用户ID,对应起止时间,持续天数 ## 1,构造一个左右相邻订单表,左侧为同一客户上一个订单号,右侧为同一客户下一个订单号, ## 当同一客户,左右订单日期在连续日期(同一日或者前后日)时,是符合要求的,左右订单日期不在连续日期(同一日或者前后日)时,就是中断了 ## 剔除掉中断的记录后,便可以计算出我们要的结果 ## 2, 如何构造左右相邻订单表,借助ROWBUNBE对各个用户的订单排序,然后排序结果自连接,限定条件:左右客户id相等,右侧序号比左侧大1。 ## 3, 在2的基础上剔除掉中断的记录后,where timestampdiff(DAY, Aorder_date ,Border_date)<=1 ## 4, SELECT * from ( select a.c_id Ac_id, a.order_id Aorder_id ,a.order_date Aorder_date ,a.xuhao Axuaho, b.c_id Bc_id, b.order_id Border_id, b.order_date Border_date ,b.xuhao Bxuaho from (select c_id,order_id,order_date ,ROW_NUMBER() OVER(PARTITION BY c_id order by order_date ) as xuhao from order_info WHERE order_date BETWEEN '20170101' AND '20171231' GROUP BY c_id, order_date ) as a, (select c_id,order_id,order_date ,ROW_NUMBER() OVER(PARTITION BY c_id order by order_date ) as xuhao from order_info WHERE order_date BETWEEN '20170101' AND '20171231' GROUP BY c_id, order_date ) as b where a.c_id=b.c_id and a.xuhao+1=b.xuhao and a.order_date < b.order_date )t where timestampdiff(DAY, Aorder_date ,Border_date)<=1; ## 4, 在同一客户同一天的订单只保留一个的情况下(加上 GROUP BY c_id, order_date),然后可通过日期序号差来找出同一客户的不同连续日期段 SELECT Ac_id, Aorder_id , Aorder_date , Axuaho, Aorder_date- Axuaho 日期序号差, Bc_id, Border_id, Border_date , Bxuaho from ( select a.c_id Ac_id, a.order_id Aorder_id ,a.order_date Aorder_date ,a.xuhao Axuaho, b.c_id Bc_id, b.order_id Border_id, b.order_date Border_date ,b.xuhao Bxuaho from (select c_id,order_id,order_date ,ROW_NUMBER() OVER(PARTITION BY c_id order by order_date ) as xuhao from order_info WHERE order_date BETWEEN '20170101' AND '20171231' GROUP BY c_id, order_date ) as a, (select c_id,order_id,order_date ,ROW_NUMBER() OVER(PARTITION BY c_id order by order_date ) as xuhao from order_info WHERE order_date BETWEEN '20170101' AND '20171231' GROUP BY c_id, order_date ) as b where a.c_id=b.c_id and a.xuhao+1=b.xuhao and a.order_date < b.order_date )t where timestampdiff(DAY, Aorder_date ,Border_date)<=1; ## 在4的基础上取出不同的c_id的订单持续起止日期和持续天数 SELECT Ac_id c_id, min(Aorder_date) 开始日期,max(Border_date) 结束日期 ,count(日期序号差)+1 持续天数 FROM ( Select Ac_id, Aorder_id , Aorder_date , Axuaho, Aorder_date- Axuaho 日期序号差, Bc_id, Border_id, Border_date , Bxuaho from ( select a.c_id Ac_id, a.order_id Aorder_id ,a.order_date Aorder_date ,a.xuhao Axuaho, b.c_id Bc_id, b.order_id Border_id, b.order_date Border_date ,b.xuhao Bxuaho from (select c_id,order_id,order_date ,ROW_NUMBER() OVER(PARTITION BY c_id order by order_date ) as xuhao from order_info WHERE order_date BETWEEN '20170101' AND '20171231' GROUP BY c_id, order_date ) as a, (select c_id,order_id,order_date ,ROW_NUMBER() OVER(PARTITION BY c_id order by order_date ) as xuhao from order_info WHERE order_date BETWEEN '20170101' AND '20171231' GROUP BY c_id, order_date ) as b where a.c_id=b.c_id and a.xuhao+1=b.xuhao and a.order_date < b.order_date )t where timestampdiff(DAY, Aorder_date ,Border_date)<=1 )t1 GROUP BY Ac_id,日期序号差; ####************************************************************************************ #通过日期序号差来找出同一客户的不同连续日期段 #先使用group by 按日期分组,每个日期只显示一次,一行一个日期,然后row_numer排序号 Select c_id ,row_number() over(partition by c_id order by order_date) 行序号, order_date, order_date - ( row_number() over(partition by c_id order by order_date) ) 日期序号差 From order_info WHERE order_date BETWEEN "20170101" AND "20171231" GROUP BY c_id, order_date; #GROUP BY c_id, order_date 分组去重显示 #对比,没有 GROUP BY t.c_id,t.order_date: Select c_id ,row_number() over(partition by c_id order by order_date) 行序号, order_date, order_date - ( row_number() over(partition by c_id order by order_date) ) 日期序号差 From order_info WHERE order_date BETWEEN "20170101" AND "20171231"; #没有 GROUP BY t.c_id,t.order_date; #则全部显示出来,无法通过日期序号差来找出同一客户的不同连续日期段
输出结果截图:
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