mysql查询之 用户行程的取消率,人流量高峰时段
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1.用户行程的取消率
Trips
表中存所有出租车的行程信息。每段行程有唯一键 Id,Client_Id 和 Driver_Id 是 Users
表中 Users_Id 的外键。Status 是枚举类型,枚举成员为 (‘completed’, ‘cancelled_by_driver’, ‘cancelled_by_client’)。
+----+-----------+-----------+---------+--------------------+----------+ | Id | Client_Id | Driver_Id | City_Id | Status |Request_at| +----+-----------+-----------+---------+--------------------+----------+ | 1 | 1 | 10 | 1 | completed |2013-10-01| | 2 | 2 | 11 | 1 | cancelled_by_driver|2013-10-01| | 3 | 3 | 12 | 6 | completed |2013-10-01| | 4 | 4 | 13 | 6 | cancelled_by_client|2013-10-01| | 5 | 1 | 10 | 1 | completed |2013-10-02| | 6 | 2 | 11 | 6 | completed |2013-10-02| | 7 | 3 | 12 | 6 | completed |2013-10-02| | 8 | 2 | 12 | 12 | completed |2013-10-03| | 9 | 3 | 10 | 12 | completed |2013-10-03| | 10 | 4 | 13 | 12 | cancelled_by_driver|2013-10-03| +----+-----------+-----------+---------+--------------------+----------+
Users
表存所有用户。每个用户有唯一键 Users_Id。Banned 表示这个用户是否被禁止,Role 则是一个表示(‘client’, ‘driver’, ‘partner’)的枚举类型。
+----------+--------+--------+ | Users_Id | Banned | Role | +----------+--------+--------+ | 1 | No | client | | 2 | Yes | client | | 3 | No | client | | 4 | No | client | | 10 | No | driver | | 11 | No | driver | | 12 | No | driver | | 13 | No | driver | +----------+--------+--------+
写一段 SQL 语句查出 2013年10月1日 至 2013年10月3日 期间非禁止用户的取消率。基于上表,你的 SQL 语句应返回如下结果,取消率(Cancellation Rate)保留两位小数。
+------------+-------------------+ | Day | Cancellation Rate | +------------+-------------------+ | 2013-10-01 | 0.33 | | 2013-10-02 | 0.00 | | 2013-10-03 | 0.50 | +------------+-------------------+
select t.Request_at Day,(round(count(if(status!="completed",status,null))/count(status),2) ) `Cancellation Rate` from Users u inner join Trips t on u.Users_id = t.Client_Id and u.banned != ‘Yes‘ where t.Request_at >= ‘2013-10-01‘ and t.Request_at <= ‘2013-10-03‘ group by t.Request_at
说明:
IF(expr1,expr2,expr3)
如果 expr1 是TRUE (expr1 <> 0 and expr1 <> NULL),则 IF()的返回值为expr2; 否则返回值则为 expr3。
IF() 的返回值为数字值或字符串值
2.人流量高峰时段
每日人流量信息被记录在:序号 (id)、日期 (date)、 人流量 (people)
请编写一个查询语句,找出高峰期时段,要求连续三天及以上,并且每天人流量均不少于100。
例如,表 stadium
:
+------+------------+-----------+ | id | date | people | +------+------------+-----------+ | 1 | 2017-01-01 | 10 | | 2 | 2017-01-02 | 109 | | 3 | 2017-01-03 | 150 | | 4 | 2017-01-04 | 99 | | 5 | 2017-01-05 | 145 | | 6 | 2017-01-06 | 1455 | | 7 | 2017-01-07 | 199 | | 8 | 2017-01-08 | 188 | +------+------------+-----------+
对于上面的示例数据,输出为:
+------+------------+-----------+ | id | date | people | +------+------------+-----------+ | 5 | 2017-01-05 | 145 | | 6 | 2017-01-06 | 1455 | | 7 | 2017-01-07 | 199 | | 8 | 2017-01-08 | 188 | +------+------------+-----------+
Note:
每天只有一行记录,日期随着 id 的增加而增加。
select distinct s1.* from stadium s1,stadium s2,stadium s3 where s1.people>=100 and s2.people>=100 and s3.people>=100 and ( (s1.id = s2.id-1 and s2.id=s3.id-1) or (s1.id = s2.id-1 and s1.id=s3.id+1) or (s1.id = s2.id+1 and s2.id=s3.id+1) ) order by s1.id
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