学习笔记:Analyze MySQL Performance及慢日志的开启
Table of Contents
Brought to you by Rick James
Analyze MySQL Performance
When asked to analyze the performance of a MySQL server, there are two main tasks (tuning and slowlog) I like to start with. The groundwork for them can be done by the customer.
当被要求分析MySQL服务器的性能时,我想从两个主要任务(调优和慢速日志)开始。他们的基础工作可以由客户完成。
The deliverables: 可交付成果:
⚈ Short list of settings (VARIABLES) to change in my.cnf.
⚈ Recommendations for speeding up the 'worst' queries.
⚈ (possibly) Schema or Architectural recommendations.
⚈在my.cnf中更改的设置(VARIABLES)的简短列表。
⚈加速“最差”查询的建议。
⚈(可能)schema或架构建议。
In doing these tasks, I get a feel for what the system is doing, thereby jumpstarting any further involvement with the customer's site.
The tuning is usually a one-time task, but may be rerun as the data grows and/or major changes are made to the application.
The Slowlog analysis should be rerun periodically.
在完成这些任务时,我了解系统正在做什么,从而开始进一步参与客户的网站。
调整通常是一次性任务,但随着数据的增长和/或对应用程序进行重大更改,可能会重新运行。
应定期重新运行Slowlog分析。
Tuning
Please provide
⚈ How much RAM in the server
⚈ SHOW VARIABLES; -- the tunables
⚈ SHOW GLOBAL STATUS; -- various metrics
Please take GLOBAL STATUS after the server has been running at least 24 hours. (Otherwise things like 'cold cache' invalidate some of the findings.)
The SHOWs need to be in machine readable format.
Privacy: There is nothing very sensitive in the SHOWs. However, if you are especially paranoid, you could mask out any ip addresses and host names. Nothing significant will be lost from the analysis.
With those, I will use an automated script compute about 200 formulas and check for reasonable values. Usually about 20 are flagged as 'suspect'. Then I review them the results and clean up things. The bottom line is a few concrete recommendations for
⚈ Changing a few variables.
⚈ (maybe) Converting away from MyISAM. (I have tips on the task, if you have not yet done such.)
⚈ (maybe) Turn off the Query cache. (Perhaps under 5% of Production systems benefit from the QC.)
⚈ (probably) Turning on and analyzing the slowlog (below).
If you choose to post online, see a free tool such as
⚈ post.it
⚈ pastebin
Caveat: pastebin may get this (for reasons unknown): "This page is no longer available. It has either expired, been removed by its creator, or removed by one of the Pastebin staff."
Slow queries and Slowlog
Setup:
⚈ Set long_query_time = 1 -- Preferrable in my.cnf We may change that threshhold up or down later, but this is a reasonable start.
⚈ Set up the slowlog to be captured to FILE.
⚈ Turn on (the details of this vary with the Version)
⚈ Wait at least 24 hours.
Writing slow_log to file -- this is preferred, since there are tools for condensing such:
log_output = FILE
slow_query_log = ON
slow_query_log_file = (fullpath to some file)
long_query_time = 1
log_slow_admin_statements = ON
log_queries_not_using_indexes = OFF
Notes:
⚈ log_output can be TABLE to write to mysql.slow_log, or FILE,TABLE to write both
⚈ slow_query_log_file has a default; is not needed for TABLE
⚈ long_query_time is a float, and can be as low as 0, but that gets verbose; default is a 'useless' 10
⚈ admin statements tend to be slow but infrequent
⚈ not_using_indexes is mostly clutter; simply worry about those that are slow
⚈ If running on a Slave, consider using log_slow_slave_statements
Other options (version dependent; incomplete): 其他选项(依赖于版本;不完整)
log_slow_rate_limit=100
log_slow_rate_type=query
log_slow_verbosity=full
slow_query_log_always_write_time=1
slow_query_log_use_global_control=all
innodb_monitor_enable=all
userstat=1
Gather results for me (preferrably using FILE):
⚈ Digest the results using either of these:
`pt-query-digest` -- from Percona.com
`mysqldumpslow -s t`
⚈ Grab the first few (perhaps 5) queries. They will be sorted by (frequency * avg-time), which is the most useful.
⚈ Provide SHOW CREATE TABLE -- for each table
⚈ Provide EXPLAIN SELECT ... -- for each query
Analyze Results: Usually (not always), I can then provide a concrete suggestion on speeding up each query:
分析结果:通常(并非总是),我可以提供加速每个查询的具体建议:
⚈ Add a particular index (often 'composite')
⚈ Reformulate the query (a simple case is not hiding an indexed column in a function; more complex involves adding/removing subqueries)
⚈ Recommend schema change
⚈ Possibly even a architectural change (EAV is a common problem)
⚈添加特定索引(经常'复合')
⚈重新构造查询(一个简单的例子不是隐藏函数中的索引列;更复杂的涉及添加/删除子查询)
⚈推荐架构更改
⚈可能甚至是架构更改(EAV是常见问题)
Some common recommendations:
Many-to-Many mapping schema
Speeding up wp_postmeta
explode-implode problem of JOIN + GROUP BY
Pagination via OFFSET - instead "remember where you left off"
Posted June, 2017; Slowlog: Sep, 2017
学习笔记:Analyze MySQL Performance及慢日志的开启的更多相关文章
- 学习笔记:MySQL Big DELETEs 删除大量数据
原文地址:http://mysql.rjweb.org/doc.php/deletebig Table of Contents The ProblemWhy it is a ProblemInnoDB ...
- (1.3)学习笔记之mysql体系结构(C/S整体架构、内存结构、物理存储结构、逻辑结构)
目录 1.学习笔记之mysql体系结构(C/S架构) 2.mysql整体架构 3.存储引擎 4.sql语句处理--SQL层(内存层) 5.服务器内存结构 6.mysql如何使用磁盘空间 7.mysql ...
- SQLMAP学习笔记2 Mysql数据库注入
SQLMAP学习笔记2 Mysql数据库注入 注入流程 (如果网站需要登录,就要用到cookie信息,通过F12开发者工具获取cookie信息) sqlmap -u "URL" - ...
- ref:学习笔记 UpdateXml() MYSQL显错注入
ref:https://www.cnblogs.com/MiWhite/p/6228491.html 学习笔记 UpdateXml() MYSQL显错注入 在学习之前,需要先了解 UpdateXml( ...
- (1.1)学习笔记之mysql体系结构(内存、进程、线程)
关键词:mysql体系结构 参考:https://www.cnblogs.com/zhoubaojian/articles/7866292.html 一.mysql体系架构概述 1.mysql体系结构 ...
- Linux学习笔记07—mysql的配置
一.mysql简介 说到数据库,我们大多想到的是关系型数据库,比如mysql.oracle.sqlserver等等,这些数据库软件在windows上安装都非常的方便,在Linux上如果要安装数据库,咱 ...
- 性能优化之mysql优化——慢查日志的开启方式和存储
-- MySQL优化 -- mysql 慢查日志的开启方式和存储 -- 1) 查看mysql是否开启慢查询日志 SHOW VARIABLES LIKE 'slow_query_log'; -- 2) ...
- 《MySQL实战45讲》学习笔记2——MySQL的日志系统
一.日志类型 逻辑日志:存储了逻辑SQL修改语句 物理日志:存储了数据被修改的值 二.binlog 1.定义 binlog 是 MySQL 的逻辑日志,也叫二进制日志.归档日志,由 MySQL Ser ...
- 学习笔记之MySQL的使用
什么是数据库? 数据库(Database)是按照数据结构来组织.存储和管理数据的仓库. 每个数据库都有一个或多个不同的 API 用于创建,访问,管理,搜索和复制所保存的数据. 我们也可以将数据存储在文 ...
随机推荐
- Java运行时,指定程序文件的编码
在命令行cmd里面运行 java -jar test.jar的时候,发现里面执行的汉字发生乱码.原来指定的是UTF-8. 解决如下: java -Dfile.encoding=UTF-8 -jar - ...
- 对称加密-AES
假设有一个发送方在向接收方发送消息.如果没有任何加密算法,接收方发送的是一个明文消息:“我是小灰”. 如果消息被中间人截获到,即使中间人无法篡改消息,也可以窥探到消息的内容,从而暴露了通信双方的私密. ...
- Java队列——Disruptor 的使用
.什么是 Disruptor 从功能上来看,Disruptor 是实现了“队列”的功能,而且是一个有界队列.那么它的应用场景自然就是“生产者-消费者”模型的应用场合了. 可以拿 JDK 的 Bloc ...
- mysql计算排名 转
from :http://www.cnblogs.com/aeiou/p/5719396.html http://www.cnblogs.com/zengguowang/p/5541431.html ...
- 使用clamav模块对数据流进行病毒检测
准备工作:linux下安装clamav成功,启动clamav并打开本地socket监听"/tmp/clamav.socket" clamav开源工程目录:/usr/local/ 修 ...
- dom操作------创建节点/插入节点
<section> <div id="box" style="position: relative;"> <p id=" ...
- Netty 源码剖析之 unSafe.read 方法
目录: NioSocketChannel$NioSocketChannelUnsafe 的 read 方法 首先看 ByteBufAllocator 再看 RecvByteBufAllocator.H ...
- Linux中locate命令的实践总结
locate 让使用者可以很快速的搜寻档案系统内是否有指定的档案.其方法是先建立一个包括系统内所有档案名称及路径的数据库,之后当寻找时就只需查询这个数据库,而不必实际深入档案系统之中了.在一般的 di ...
- [c#] Html Agility Pack 解析HTML
摘要 在开发过程中,很有可能会遇到这样的情况,服务端返回的是html的内容,但需要在客户端显示纯文本内容,这时候就需要解析这些html,拿到里面的纯文本.达到这样的目的可以有很多途径,比如自己写正则表 ...
- java多线程框架
JDK5中的一个亮点就是将Doug Lea的并发库引入到Java标准库中.Doug Lea确实是一个牛人,能教书,能出书,能编码,不过这在国外还是比较普遍的,而国内的教授们就相差太远了. 一般的服务器 ...