Table of Contents
下面为统计渠道channel01,状态status=1的各项数量
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Home Backend Development PHP Tutorial 一个mysql优化的问题

一个mysql优化的问题

Jun 06, 2016 pm 08:24 PM
mysql php

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<code>**log表结构如下**

id int(10) primary key #主键

ip varchar(32) #ip

time int(10) #时间

channel varchar(128) #渠道id 普通索引

status int(10) #状态标识

</code>

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channel字段为几个渠道号channel01,channel02...channel20
status为不同的状态标识 比如1代表打开次数,2代表关闭次数等

需求是:
统计不同渠道 不同状态 每天的总ip数量
统计不同渠道 不同状态 每天的去重ip数量
统计不同渠道 不同状态 每天的新增ip数量(当天ip,且当天之前数据库中不存在的ip)

下面为统计渠道channel01,状态status=1的各项数量

目前的实现方法是:
比如2015-11-11当天的数量
先用php算出2015-11-11的凌晨时间戳$begin和2015-11-12的凌晨时间戳$end

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<code>**A-- 当天ip总数 $total**

SELECT COUNT(*) FROM log WHERE time>={$begin} AND time={$begin} AND time={$begin} AND time</code>

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Copy after login

现在表中一共有52万条数据,每天新增大概3万条数据,去重后的也有2万多,在执行第四步(语句D)的时候执行时间为3秒左右

请问有没有什么办法可以优化这个sql语句,或者有没有其它的什么方法实现这个需求?

回复内容:

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<code>**log表结构如下**

id int(10) primary key #主键

ip varchar(32) #ip

time int(10) #时间

channel varchar(128) #渠道id 普通索引

status int(10) #状态标识

</code>

Copy after login
Copy after login

channel字段为几个渠道号channel01,channel02...channel20
status为不同的状态标识 比如1代表打开次数,2代表关闭次数等

需求是:
统计不同渠道 不同状态 每天的总ip数量
统计不同渠道 不同状态 每天的去重ip数量
统计不同渠道 不同状态 每天的新增ip数量(当天ip,且当天之前数据库中不存在的ip)

下面为统计渠道channel01,状态status=1的各项数量

目前的实现方法是:
比如2015-11-11当天的数量
先用php算出2015-11-11的凌晨时间戳$begin和2015-11-12的凌晨时间戳$end

1

2

<code>**A-- 当天ip总数 $total**

SELECT COUNT(*) FROM log WHERE time>={$begin} AND time={$begin} AND time={$begin} AND time</code>

Copy after login
Copy after login

现在表中一共有52万条数据,每天新增大概3万条数据,去重后的也有2万多,在执行第四步(语句D)的时候执行时间为3秒左右

请问有没有什么办法可以优化这个sql语句,或者有没有其它的什么方法实现这个需求?

你的这个表有很大问题。
IP不该用varchar(32),你想后续查询时,这比较得多低效。通用的做法是用unsigned int配合inet_aton函数。
类似的channel字段,如果固定不变,可以用enum代替varchar. 在varchar(128)上建索引,没有比这更低效的了。实在不想用enum可以考虑对局部做索引,比如前12个字符,具体看情况。
time字段应该纳入索引。你建一个索引,包含三个字段(channel, status, time),顺序很重要,少的在前多的在后。

d中in的效率比较低,用所有ip减1天前所有ip,group by 默认显示最上面的一条数据,时间上可能还要排序吧

去重IP的SQL可以使用如下改进:
B) 当天ip去重数

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<code>SELECT COUNT(DISTINCT ip)

  FROM log

 WHERE time >= {$begin}

       AND time </code>

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C) 当天ip去重列表

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<code>SELECT DISTINCT ip

  FROM log

 WHERE time >= {$begin}

       AND time </code>

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D) 当天ip在当天之前出现过的去重数量 写法类似于B

这种问题应该用计数器来解决,尽量避免复杂逻辑查询,不然数据量足够多的时候很难搞的。
计数器可以直接用db或者memcache,redis之类来做。
或者每天定时跑脚本进行数据统计,实时查看mysql不合适

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