mysql怎么查询连续时间段的最大值?

一、mysql怎么查询连续时间段的最大值

按仪器与时间（处理成小时）group by，计算值的数量与和，再根据结果判断值数量是否有缺失值，以及和的最大值。首先要明确采集标准，比如说一分钟采集一条记录，那么可以group by 小时。

– Step1 创建表

CREATE TABLE monitor(

id int not null auto_increment,

seq_no int,

add_time DATETIME,

stat int,

primary key(id)

);

— Step2 初始化记录，这里的6点和7点的数据完整，其中6点的有重复记录。

INSERT INTO monitor(seq_no,add_time,stat)

SELECT 1,’2021-6-10 6:0′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:1′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:2′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:3′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:4′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:5′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:6′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:7′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:8′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:9′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:10′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:11′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:12′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:13′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:14′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:15′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:16′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:17′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:18′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:19′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:20′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:21′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:22′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:23′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:24′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:25′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:26′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:27′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:28′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:29′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:30′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:31′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:32′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:33′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:34′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:35′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:36′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:37′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:38′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:39′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:40′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:41′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:42′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:43′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:44′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:45′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:46′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:47′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:48′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:49′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:50′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:51′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:52′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:53′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:54′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:55′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:56′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:57′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:58′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 6:59′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:0′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:1′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:2′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:3′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:4′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:5′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:6′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:7′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:8′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:9′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:10′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:11′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:12′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:13′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:14′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:15′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:16′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:17′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:18′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:19′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:20′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:21′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:22′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:23′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:24′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:25′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:26′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:27′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:28′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:29′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:30′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:31′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:32′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:33′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:34′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:35′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:36′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:37′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:38′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:39′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:40′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:41′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:42′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:43′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:44′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:45′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:46′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:47′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:48′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:49′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:50′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:51′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:52′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:53′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:54′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:55′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:56′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:57′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:58′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 1,’2021-6-10 7:59′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:1′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:2′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:3′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:4′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:5′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:6′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:7′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:8′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:9′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:10′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:11′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:12′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:13′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:14′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:15′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:16′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:17′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:18′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:19′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:20′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:21′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:22′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:23′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:24′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:25′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:26′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:27′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:28′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:29′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:30′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:31′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:32′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:33′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:34′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:35′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:36′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:37′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:38′ ,FLOOR(1 + (RAND() * 101)) UNION ALL

SELECT 2,’2021-6-10 8:39′ ,FLOOR(1 + (RAND() * 101)) ;

— Step3 查询

— scenario1 查询不完整的，这里加去重是为了剔除重复记录。

SELECT seq_no,CONCAT(DATE(add_time),’#’,HOUR(add_time))date_hour,COUNT(DISTINCT add_time) record_cnt

FROM monitor A

GROUP BY seq_no,CONCAT(DATE(add_time),’#’,HOUR(add_time))

HAVING COUNT(DISTINCT add_time)<60

结果

seq_no date_hour record_cnt

2 2021-06-10#8 39

— scenario1，按天查询固定小时周期内总和的最大值，如果有重复数据需加逻辑去重（当前未考虑）

SELECT SUBSTR(date_hour,1,INSTR(date_hour,’#’)-1) date_only,MAX(sum_hour) max_daily

FROM

(

SELECT A.seq_no,B.date_hour,SUM(A.stat) sum_hour

FROM monitor A

JOIN(

SELECT seq_no,CONCAT(DATE(add_time),’#’,HOUR(add_time)) date_hour,COUNT(DISTINCT add_time) record_cnt

FROM monitor A

GROUP BY seq_no,CONCAT(DATE(add_time),’ ‘,HOUR(add_time))

HAVING COUNT(DISTINCT add_time)=60

ON A.seq_no = B.seq_no

AND CONCAT(DATE(add_time),’#’,HOUR(add_time)) = B.date_hour

GROUP BY A.seq_no,B.date_hour

GROUP BY SUBSTR(date_hour,1,INSTR(date_hour,’#’)-1)

结果

date_only max_daily

2021-06-10 3289

— 3 针对任意小时的，建议通过存储过程(定义起始时间、时间比较跨度)结合窗口函数（:= 模拟窗口函数）处理

— 补注 1 当前脚本用了随机数,关于字段state的统计结果不固定。

— 2 当前演示数据库是mysql 5.6.14。

延伸阅读：

二、什么是数据库和数据库管理系统

数据库的应用非常广泛，举个例子，我们平时在浏览器上搜索内容，就要用到数据库去检索我们的关键字。以前我们可能会用数组、集合、文件等来存储数据，但是接下来我们就会面临一个问题，当存储的数据或内容过多的时候，我们如何去精准的找到我们需要的东西，这时候数据库管理系统就派上了用场。除此之外，数据库管理系统还能永久的储存我们的数据。

为了便于大家理解，这里先给大家讲解几个概念

DB数据库（database)：存储数据的“仓库”。它保存了一系列有组织的数据。

DBMS数据库管理系统（Database Management System)：数据库是通过DBMS创建和操作的容器。

SQL，结构化查询语言（Structured Query Language）用一句话概括，SQL是一种特殊目的的编程语言，一种专门用来与数据库通信的语言。在数据库中，数据被结构化并存储在不同的表中，从而简化了访问，更新和操作数据的过程。该表由列和行组成。数据库中的表可以在关系的帮助下进行连接。要在数据库中执行与数据相关的任务，可以使用SQL。SQL代表结构化查询语言，旨在在特定RDBMS内创建，修改和管理数据库中的数据。

SQL优点：

1、不是某个特定数据库供应商专有的语言，几乎所有DBMS（数据库管理系统）都支持SQL

2、简单易学

3、虽然简单，但实际上是一种强有力的语言，灵活使用其语言元素，可以进行非常复杂和高级的数据库操作。