使用SQL的时间序列时间间隔计算 [英] Time interval calculation in time series using SQL

问题描述

我有一个这样的MySQL表

I have a MySQL table like this

CREATE TABLE IF NOT EXISTS `vals` (
  `DT` datetime NOT NULL,
  `value` INT(11) NOT NULL,
  PRIMARY KEY (`DT`)
);

DT是唯一的日期与时间

the DT is unique date with time

数据样本

INSERT INTO `vals` (`DT`,`value`) VALUES
('2011-02-05 06:05:00', 300),
('2011-02-05 11:05:00', 250),
('2011-02-05 14:35:00', 145),
('2011-02-05 16:45:00', 100),
('2011-02-05 18:50:00', 125),
('2011-02-05 19:25:00', 100),
('2011-02-05 21:10:00', 125),
('2011-02-06 00:30:00', 150);

我需要这样做：

start|end|value
NULL,'2011-02-05 06:05:00',300
'2011-02-05 06:05:00','2011-02-05 11:05:00',250
'2011-02-05 11:05:00','2011-02-05 14:35:00',145
'2011-02-05 14:35:00','2011-02-05 16:45:00',100
'2011-02-05 16:45:00','2011-02-05 18:50:00',125
'2011-02-05 18:50:00','2011-02-05 19:25:00',100
'2011-02-05 19:25:00','2011-02-05 21:10:00',125
'2011-02-05 21:10:00','2011-02-06 00:30:00',150
'2011-02-06 00:30:00',NULL,NULL

我尝试了以下查询：

SELECT T1.DT AS `start`,T2.DT AS `stop`, T2.value AS value FROM (
  SELECT DT FROM vals
) T1
LEFT JOIN (
  SELECT DT,value FROM  vals
) T2
ON T2.DT > T1.DT ORDER BY T1.DT ASC

但它返回到许多行（29而不是9）在结果和我冷没有找到任何方式来限制这个使用SQL。是否可能在MySQL？

but it returns to many rows (29 instead of 9) in result and I cold not find any way to limit this using SQL. Is it Possible in MySQL?

推荐答案

使用子查询

SELECT
  (
     select max(T1.DT)
     from vals T1
     where T1.DT < T2.DT
  ) AS `start`,
  T2.DT AS `stop`,
  T2.value AS value
FROM vals T2
ORDER BY T2.DT ASC

您还可以使用使用变量的MySQL特定解决方案

You can also use a MySQL specific solution employing variables

SELECT CAST( @dt AS DATETIME ) AS `start` , @dt := DT AS `stop` , `value` 
FROM (SELECT @dt := NULL) dt, vals
ORDER BY dt ASC

但是您需要精确地执行

• 必须出现ORDER，否则变量不能正确滚动


• 变量需要在查询中使用子查询来设置为空，否则如果连续两次运行，则第二次不能以NULL开始

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