用sql对含有时间段字段(起始时间、结束时间)的记录做并集处理

  • Z时代
  • 2024-01-10
  • 分类：综合

database

来自于一个基友的问题：

他的博客同问题链接    sql时间段取并集、合并 https://blog.csdn.net/Seandba/article/details/105152412 

问题：计算通道的总开放时长，只要有任意一个终端开放通道就算开放，难点在于各种终端开放时间重叠包含

问题测试数据

--问题一、测试数据--计算总开放时长（小时）
TRUNCATE TABLE xcp;
insert into xcp values("1","A1",to_date("20200317 01:00:00","yyyymmdd hh24:mi:ss"),to_date("20200317 06:00:00","yyyymmdd hh24:mi:ss"));
insert into xcp values("2","A1",to_date("20200317 01:00:00","yyyymmdd hh24:mi:ss"),to_date("20200317 06:00:00","yyyymmdd hh24:mi:ss"));
insert into xcp values("2","A1",to_date("20200317 01:00:00","yyyymmdd hh24:mi:ss"),to_date("20200317 08:00:00","yyyymmdd hh24:mi:ss"));
insert into xcp values("2","A1",to_date("20200317 02:00:00","yyyymmdd hh24:mi:ss"),to_date("20200317 07:00:00","yyyymmdd hh24:mi:ss"));
insert into xcp values("2","A1",to_date("20200317 03:00:00","yyyymmdd hh24:mi:ss"),to_date("20200317 07:00:00","yyyymmdd hh24:mi:ss"));
insert into xcp values("2","A1",to_date("20200317 05:00:00","yyyymmdd hh24:mi:ss"),to_date("20200317 09:00:00","yyyymmdd hh24:mi:ss "));
insert into xcp values("3","A1",to_date("20200317 09:00:00","yyyymmdd hh24:mi:ss"),to_date("20200317 11:00:00","yyyymmdd hh24:mi:ss"));
insert into xcp values("3","A1",to_date("20200317 12:00:00","yyyymmdd hh24:mi:ss"),to_date("20200317 13:00:00","yyyymmdd hh24:mi:ss"));
insert into xcp values("2","A1",to_date("20200317 14:00:00","yyyymmdd hh24:mi:ss"),to_date("20200317 19:00:00","yyyymmdd hh24:mi:ss "));
insert into xcp values("3","A1",to_date("20200317 16:00:00","yyyymmdd hh24:mi:ss"),to_date("20200317 19:00:00","yyyymmdd hh24:mi:ss"));
insert into xcp values("3","A1",to_date("20200317 18:00:00","yyyymmdd hh24:mi:ss"),to_date("20200317 19:00:00","yyyymmdd hh24:mi:ss"));
insert into xcp values("3","A1",to_date("20200317 18:00:00","yyyymmdd hh24:mi:ss"),to_date("20200317 21:00:00","yyyymmdd hh24:mi:ss"));
commit;
SELECT * FROM xcp;

问题核心是求多条记录之间的并集操作 ，我写的sql如下

--问题1
WITH tmp1 AS (  --取所有时间节点
SELECT channel,BEGIN_TIME TIME FROM xcp
UNION SELECT channel,end_time FROM xcp
UNION SELECT channel,MIN(begin_time) FROM xcp GROUP BY channel
UNION SELECT channel,MAX(end_time) FROM xcp GROUP BY channel),
tmp2 AS(--每个时间节点连接到下个节点  形成时间段
SELECT a.channel,a.time,LEAD(a.time,1) OVER(PARTITION BY a.channel ORDER BY a.time) nexttime
FROM tmp1 a),
tmp3 AS(--每个时间段取中值
SELECT b.channel,b.TIME,b.nexttime,(b.nexttime-b.time)/2+b.time midtime
FROM tmp2 b
WHERE b.nexttime IS NOT NULL),
tmp4 AS(--若中值处于原始记录中  则该段时间为通道开通时间 否则通道不开通
SELECT c.*,
CASE WHEN EXISTS (SELECT 1 FROM xcp o WHERE c.midtime BETWEEN o.begin_time AND o.end_time) THEN 1 ELSE 0 END *
(c.nexttime-c.time)*24 duration
FROM tmp3 c)
SELECT nvl(d.channel,"合计时长") 通道,d.TIME 开始时间,d.nexttime 结束时间,
SUM(duration) "通道开通时间(小时)" FROM tmp4 d
GROUP BY rollup((d.channel,d.TIME,d.nexttime))
ORDER BY 2;

看着就很垃圾的sql，执行计划一定垃圾，记录以备后查询吧

原理是吧时间节点拿出来，对没两个时间节点之间的时间段，取中间值到原始记录表查询，如果是，这段时间就是属于并集后的，然后对并集后的记录求和


问题2：求17日的的通道开放时长

--问题2、测试数据--计算27号开放时长（小时）
TRUNCATE TABLE xcp;
insert into xcp values("13","A1",to_date("20200314 08:00:00","yyyymmdd hh24:mi:ss"),to_date("20200315 09:00:00","yyyymmdd hh24:mi:ss"));
insert into xcp values("14","A1",to_date("20200317 08:00:00","yyyymmdd hh24:mi:ss"),to_date("20200317 09:00:00","yyyymmdd hh24:mi:ss"));
insert into xcp values("15","A1",to_date("20200316 03:00:00","yyyymmdd hh24:mi:ss"),to_date("20200317 05:00:00","yyyymmdd hh24:mi:ss"));
insert into xcp values("16","A1",to_date("20200317 08:00:00","yyyymmdd hh24:mi:ss"),to_date("20200318 10:00:00","yyyymmdd hh24:mi:ss"));
insert into xcp values("17","A1",to_date("20200316 08:00:00","yyyymmdd hh24:mi:ss"),to_date("20200318 10:00:00","yyyymmdd hh24:mi:ss"));
insert into xcp values("18","A1",to_date("20200320 08:00:00","yyyymmdd hh24:mi:ss"),to_date("20200321 10:00:00","yyyymmdd hh24:mi:ss"));
commit;
SELECT * FROM xcp ORDER BY begin_time

sql如下：

----问题2
WITH tmp1 AS (  --取所有时间节点    取17号就加入17号0点和24点两个时间
SELECT channel,BEGIN_TIME TIME FROM xcp
UNION SELECT channel,end_time FROM xcp
UNION SELECT channel,MIN(begin_time) FROM xcp GROUP BY channel
UNION SELECT channel,MAX(end_time) FROM xcp GROUP BY channel
UNION SELECT DISTINCT channel,to_date("20200317","yyyymmdd") FROM xcp
UNION SELECT DISTINCT channel,to_date("20200318","yyyymmdd") FROM xcp),
tmp2 AS(--每个时间节点连接到下个节点  形成时间段
SELECT a.channel,a.time,LEAD(a.time,1) OVER(PARTITION BY a.channel ORDER BY a.time) nexttime
FROM tmp1 a),
tmp3 AS(--每个时间段取中值
SELECT b.channel,b.TIME,b.nexttime,(b.nexttime-b.time)/2+b.time midtime
FROM tmp2 b
WHERE b.nexttime IS NOT NULL
AND to_char(b.TIME,"yyyymmdd")=20200317),
tmp4 AS(--若中值处于原始记录中  则该段时间为通道开通时间 否则通道不开通
SELECT c.*,
CASE WHEN EXISTS (SELECT 1 FROM xcp o WHERE c.midtime BETWEEN o.begin_time AND o.end_time) THEN 1 ELSE 0 END *
(c.nexttime-c.time)*24 duration
FROM tmp3 c)
SELECT nvl(d.channel,"合计时长") 通道,d.TIME 开始时间,d.nexttime 结束时间,
SUM(duration) "通道开通时间(小时)" FROM tmp4 d
GROUP BY rollup((d.channel,d.TIME,d.nexttime))
ORDER BY 2;

思路是在第一步取时间节点的时候单独加入17日0点24点的时间点即可





优化：

上述代码全表扫描5次，效率垃圾，从小强的第8种情况的反面考虑，结合小强给的思路，即可优化到扫描一次全表即可，代码如下

  --第8的特征：下一条记录开始时间  大于  本条记录的结束时间；那么就把这部分时间记下来，最后减掉即可
WITH tmp AS(
SELECT a.channel,a.begin_time,a.end_time,
(LEAD(a.begin_time,1) OVER(PARTITION BY a.channel ORDER BY begin_time,end_time)  - a.end_time)*24 hoursto_next_begin_time  --距离下一条记录的时间间隔  如果是正数就是第8种情况
FROM xcp a) 
SELECT (MAX(end_time)-MIN(begin_time))*24 - sum(DECODE(sign(hoursto_next_begin_time),1,hoursto_next_begin_time,0))  通道开通时间
FROM tmp aa

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