今天要分享一点出来的是，飞书文档中的 第40题：打卡必须给我对准了再打之这卡不打也罢，年轻就是资本，我有的是资本

题的来源文档（数据开发必学）：https://ykg8hl7h33.feishu.cn/docx/VNo7dJLJfoDwT1xNNVpcLg8Snlc

题目：

求每个员工每天的有效打卡次数，有效打卡定义：首次打卡有效，以首次打卡为基准，后续每次打卡间隔应大于等于1小时，同时要求小于3小时
有效打卡定义：
首次打卡有效
以首次打卡为基准，后续每次打卡间隔应大于等于1小时，同时要求小于3小时
备注：如果第二次打卡无效了那第三次还可以和第二次比较

数据：

with data as (
        select '张三' as name , '2024-04-16 08:31:00' as clock_time union all
        select '张三' as name , '2024-04-16 09:32:00' as clock_time union all
        select '张三' as name , '2024-04-16 10:31:00' as clock_time union all
        select '张三' as name , '2024-04-16 11:33:00' as clock_time union all
        select '张三' as name , '2024-04-16 12:35:00' as clock_time union all
        select '张三' as name , '2024-04-16 14:31:00' as clock_time union all
        select '张三' as name , '2024-04-16 15:31:00' as clock_time union all
        select '张三' as name , '2024-04-16 16:31:00' as clock_time union all
        select '张三' as name , '2024-04-16 17:30:00' as clock_time union all
        select '张三' as name , '2024-04-16 18:31:00' as clock_time union all
        select '李四' as name , '2024-04-16 08:33:00' as clock_time union all
        select '李四' as name , '2024-04-16 09:32:00' as clock_time union all
        select '李四' as name , '2024-04-16 10:31:00' as clock_time union all
        select '李四' as name , '2024-04-16 11:33:00' as clock_time union all
        select '李四' as name , '2024-04-16 12:35:00' as clock_time union all
        select '李四' as name , '2024-04-16 16:31:00' as clock_time union all
        select '李四' as name , '2024-04-16 17:30:00' as clock_time union all
        select '李四' as name , '2024-04-16 18:31:00' as clock_time union all
        select '王朝' as name , '2024-04-16 08:33:00' as clock_time union all
        select '王朝' as name , '2024-04-16 09:32:00' as clock_time union all
        select '王朝' as name , '2024-04-16 10:31:00' as clock_time union all
        select '王朝' as name , '2024-04-16 11:33:00' as clock_time union all
        select '王朝' as name , '2024-04-16 12:35:00' as clock_time union all
        select '王朝' as name , '2024-04-16 16:31:00' as clock_time union all
        select '王朝' as name , '2024-04-16 17:30:00' as clock_time union all
        select '王朝' as name , '2024-04-17 17:35:00' as clock_time union all
        select '王朝' as name , '2024-04-16 18:31:00' as clock_time 
)

解题思路：


--解题思路：
--既然首次打卡有效，所以每天的第一条打卡就不用关心
--我们怎么计算第二次以及后面多次是否和上一次的时间范围在  1<=x<3 大于等于1小时，且小于3小时
--我感觉需要拿到上一条数据才行，所以我们按照 name,day 来作分区 取每条数据的上一条，如果上一条数据为null，则无需多言，因为只会影响我的速度（哈哈
--剩下拿到了上一条数据的，我们和当前时间的小时做一个比较即可 1 <= x <3 就是我们的公式
--select 
--        name ,
--        clock_time ,
--        unix_timestamp( clock_time  ) clock_time_second,
--        lag(clock_time) over(partition by name , to_date(clock_time) order by clock_time asc) as prev_time , --拿到每个人在每天的打卡记录上一个时间，为空代表是第一天
--        unix_timestamp( lag(clock_time) over(partition by name , to_date(clock_time) order by clock_time asc) ) as prev_time_second --拿到每个人在每天的打卡记录上一个时间，为空代表是第一天
--from 
--        data
        

--2. 我们和当前时间的小时做一个比较即可 1 <= x <3 就是我们的公式        
--select 
--        name ,
--        clock_time ,
--        lag(clock_time) over(partition by name , to_date(clock_time) order by clock_time asc) as prev_time, --拿到每个人在每天的打卡记录上一个时间，为空代表是第一天
--        --用时间戳去比较
--        if( lag(clock_time) over(partition by name , to_date(clock_time) order by clock_time asc) is null , --为空代表是第一天,直接为有效
--                true,
--                if(
--                        --用当前打卡时间 - 上一次打卡时间 = 与上次打卡的时间差
--                        ( unix_timestamp( clock_time  ) - unix_timestamp( lag(clock_time) over(partition by name , to_date(clock_time) order by clock_time asc) ) ) >= 60*60 and  -- >=60*60 = 大于1小时
--                        ( unix_timestamp( clock_time  ) - unix_timestamp( lag(clock_time) over(partition by name , to_date(clock_time) order by clock_time asc) ) ) < 60*60*3 ,    -- <60*60*3 = 小于3小时
--                        true,
--                        false
--                )
--        ) as is_valid -- 是否有效打卡
--from 
--        data
        
        
--3. 对有效状态进行聚合
select
        name,
        to_date(clock_time),
        count(is_valid) as day_total_valid_cnt
from(
        select 
                name ,
                clock_time ,
                --用时间戳去比较
                if( lag(clock_time) over(partition by name , to_date(clock_time) order by clock_time asc) is null , --为空代表是第一天,直接为有效
                        true,
                        if(
                                --用当前打卡时间 - 上一次打卡时间 = 与上次打卡的时间差
                                ( unix_timestamp( clock_time  ) - unix_timestamp( lag(clock_time) over(partition by name , to_date(clock_time) order by clock_time asc) ) ) >= 60*60 and  -- >=60*60 = 大于1小时
                                ( unix_timestamp( clock_time  ) - unix_timestamp( lag(clock_time) over(partition by name , to_date(clock_time) order by clock_time asc) ) ) < 60*60*3 ,    -- <60*60*3 = 小于3小时
                                true,
                                false
                        )
                ) as is_valid -- 是否有效打卡
        from 
                data
)t
where is_valid = true
group by 
        name,
        to_date(clock_time)

结果：

#offer##大数据##面试题##面试##笔试#

看了这个SQL实战面试题集，打满了鸡血，彷佛一切大厂都是弟弟

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