首页
所有分类
TAGS
文字工具 EMOJI BIBLE
数据库 MySQL

Mysql Show Profile

Posted in MySQL onApril 05, 2021

简介

mysql提供可以用来分析当前会话中语句执行的资源消耗情况，可以用于SQL的调优的测量。

官网：https://dev.mysql.com/doc/refman/8.0/en/show-profile.html

默认情况下，参数处于关闭状态，并保存最近15次的运行结果。

分析步骤

  1. 是否支持，看看当前的mysql版本是否支持
mysql> Show  variables like 'profiling';
+---------------+-------+
| Variable_name | Value |
+---------------+-------+
| profiling     | OFF   |
+---------------+-------+
1 row in set (0.04 sec)
# 默认是关闭，使用前需要开启
  1. 开启功能，默认是关闭，使用前需要开启
mysql> set profiling=1;
Query OK, 0 rows affected (0.00 sec)

mysql> Show  variables like 'profiling';
+---------------+-------+
| Variable_name | Value |
+---------------+-------+
| profiling     | ON    |
+---------------+-------+
1 row in set (0.05 sec)
  1. 运行SQL
mysql> select * from emp group by id%20  order by 2;
+----+-------+--------+----------+-----+------------+---------+--------+--------+
| id | empno | ename  | job      | mgr | hiredate   | sal     | comm   | deptno |
+----+-------+--------+----------+-----+------------+---------+--------+--------+
|  1 |  1002 | Oobqzz | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    100 |
|  2 |  1003 | ESDoGs | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    108 |
|  3 |  1004 | qZXPfi | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    104 |
|  4 |  1005 | ZxrpzB | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    101 |
|  5 |  1006 | tpqNQQ | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    106 |
|  6 |  1007 | JCHGkg | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    100 |
|  7 |  1008 | QVjinQ | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    102 |
|  8 |  1009 | cqwnXX | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    109 |
|  9 |  1010 | YVLQWn | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    104 |
| 10 |  1011 | uKopHs | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    108 |
| 11 |  1012 | mEknMS | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    101 |
| 12 |  1013 | XyzdPR | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    107 |
| 13 |  1014 | kRBijz | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    108 |
| 14 |  1015 | RGFiZA | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    105 |
| 15 |  1016 | bEVOht | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    104 |
| 16 |  1017 | qdwVnE | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    101 |
| 17 |  1018 | YvhAdQ | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    108 |
| 18 |  1019 | asPVhZ | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    105 |
| 19 |  1020 | KTpTzR | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    106 |
| 20 |  1021 | SnOcYH | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    103 |
+----+-------+--------+----------+-----+------------+---------+--------+--------+
20 rows in set (2.12 sec)

mysql> select * from emp group by id%10 limit 150000;
+----+-------+--------+----------+-----+------------+---------+--------+--------+
| id | empno | ename  | job      | mgr | hiredate   | sal     | comm   | deptno |
+----+-------+--------+----------+-----+------------+---------+--------+--------+
| 10 |  1011 | uKopHs | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    108 |
|  1 |  1002 | Oobqzz | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    100 |
|  2 |  1003 | ESDoGs | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    108 |
|  3 |  1004 | qZXPfi | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    104 |
|  4 |  1005 | ZxrpzB | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    101 |
|  5 |  1006 | tpqNQQ | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    106 |
|  6 |  1007 | JCHGkg | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    100 |
|  7 |  1008 | QVjinQ | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    102 |
|  8 |  1009 | cqwnXX | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    109 |
|  9 |  1010 | YVLQWn | salesman |   1 | 2021-04-04 | 2000.00 | 400.00 |    104 |
+----+-------+--------+----------+-----+------------+---------+--------+--------+
10 rows in set (1.91 sec)
  1. 查看结果
mysql> show profiles;
+----------+------------+-----------------------------------------------+
| Query_ID | Duration   | Query                                         |
+----------+------------+-----------------------------------------------+
|        1 | 0.00059150 | Show  variables like 'profiling'              |
|        2 | 1.82311475 | select * from emp group by id%10 limit 150000 |
|        3 | 1.92254050 | select * from emp group by id%20  order by 5  |
|        4 | 1.91409800 | select * from emp group by id%20  order by 2  |
|        5 | 1.81238075 | select * from emp group by id%10 limit 150000 |
+----------+------------+-----------------------------------------------+
5 rows in set (0.14 sec)
  1. 诊断SQL
    show profile cpu,block io for query n (n为上一步前面的问题SQL数字号码);
mysql> show profile cpu,block io for query 4;
+----------------------+----------+----------+------------+--------------+---------------+
| Status               | Duration | CPU_user | CPU_system | Block_ops_in | Block_ops_out |
+----------------------+----------+----------+------------+--------------+---------------+
| starting             | 0.000037 | 0.000000 | 0.000000   | NULL         | NULL          |
| checking permissions | 0.000005 | 0.000000 | 0.000000   | NULL         | NULL          |
| Opening tables       | 0.000016 | 0.000000 | 0.000000   | NULL         | NULL          |
| System lock          | 0.000008 | 0.000000 | 0.000000   | NULL         | NULL          |
| init                 | 0.000018 | 0.000000 | 0.000000   | NULL         | NULL          |
| optimizing           | 0.000003 | 0.000000 | 0.000000   | NULL         | NULL          |
| statistics           | 0.000017 | 0.000000 | 0.000000   | NULL         | NULL          |
| preparing            | 0.000006 | 0.000000 | 0.000000   | NULL         | NULL          |
| Creating tmp table   | 0.000308 | 0.000000 | 0.000000   | NULL         | NULL          |
| executing            | 0.000003 | 0.000000 | 0.000000   | NULL         | NULL          |
| Copying to tmp table | 1.913459 | 1.921875 | 0.000000   | NULL         | NULL          |
| Sorting result       | 0.000025 | 0.000000 | 0.000000   | NULL         | NULL          |
| Sending data         | 0.000044 | 0.000000 | 0.000000   | NULL         | NULL          |
| end                  | 0.000004 | 0.000000 | 0.000000   | NULL         | NULL          |
| removing tmp table   | 0.000007 | 0.000000 | 0.000000   | NULL         | NULL          |
| end                  | 0.000002 | 0.000000 | 0.000000   | NULL         | NULL          |
| query end            | 0.000003 | 0.000000 | 0.000000   | NULL         | NULL          |
| closing tables       | 0.000010 | 0.000000 | 0.000000   | NULL         | NULL          |
| freeing items        | 0.000124 | 0.000000 | 0.000000   | NULL         | NULL          |
| logging slow query   | 0.000002 | 0.000000 | 0.000000   | NULL         | NULL          |
| cleaning up          | 0.000001 | 0.000000 | 0.000000   | NULL         | NULL          |
+----------------------+----------+----------+------------+--------------+---------------+
21 rows in set (0.19 sec)

参数：

类型 含义
ALL 显示所有的开销信息
BLOCK IO 显示块IO相关开销
CONTEXT SWITCHES 上下文切换相关开销
CPU 显示CPU相关开销信息
IPC 显示发送和接收相关开销信息
MEMORY 显示内存相关开销信息
PAGE FAULTS 显示页面错误相关开销信息
SOURCE 显示和Source_function，Source_file，Source_line相关的开销信息
SWAPS 显示交换次数相关开销的信息

展示个最全的：

mysql> show profile all for query 4;
+----------------------+----------+----------+------------+-------------------+---------------------+--------------+---------------+---------------+-------------------+-------------------+-------------------+-------+-----------------+---------------+-------------+
| Status               | Duration | CPU_user | CPU_system | Context_voluntary | Context_involuntary | Block_ops_in | Block_ops_out | Messages_sent | Messages_received | Page_faults_major | Page_faults_minor | Swaps | Source_function | Source_file   | Source_line |
+----------------------+----------+----------+------------+-------------------+---------------------+--------------+---------------+---------------+-------------------+-------------------+-------------------+-------+-----------------+---------------+-------------+
| starting             | 0.000037 | 0.000000 | 0.000000   | NULL              | NULL                | NULL         | NULL          | NULL          | NULL              | NULL              | NULL              | NULL  | NULL            | NULL          | NULL        |
| checking permissions | 0.000005 | 0.000000 | 0.000000   | NULL              | NULL                | NULL         | NULL          | NULL          | NULL              | NULL              | NULL              | NULL  | <unknown>       | sql_parse.cc  |        4833 |
| Opening tables       | 0.000016 | 0.000000 | 0.000000   | NULL              | NULL                | NULL         | NULL          | NULL          | NULL              | NULL              | NULL              | NULL  | <unknown>       | sql_base.cc   |        4888 |
| System lock          | 0.000008 | 0.000000 | 0.000000   | NULL              | NULL                | NULL         | NULL          | NULL          | NULL              | NULL              | NULL              | NULL  | <unknown>       | lock.cc       |         299 |
| init                 | 0.000018 | 0.000000 | 0.000000   | NULL              | NULL                | NULL         | NULL          | NULL          | NULL              | NULL              | NULL              | NULL  | <unknown>       | sql_select.cc |        2594 |
| optimizing           | 0.000003 | 0.000000 | 0.000000   | NULL              | NULL                | NULL         | NULL          | NULL          | NULL              | NULL              | NULL              | NULL  | <unknown>       | sql_select.cc |         865 |
| statistics           | 0.000017 | 0.000000 | 0.000000   | NULL              | NULL                | NULL         | NULL          | NULL          | NULL              | NULL              | NULL              | NULL  | <unknown>       | sql_select.cc |        1071 |
| preparing            | 0.000006 | 0.000000 | 0.000000   | NULL              | NULL                | NULL         | NULL          | NULL          | NULL              | NULL              | NULL              | NULL  | <unknown>       | sql_select.cc |        1093 |
| Creating tmp table   | 0.000308 | 0.000000 | 0.000000   | NULL              | NULL                | NULL         | NULL          | NULL          | NULL              | NULL              | NULL              | NULL  | <unknown>       | sql_select.cc |        1616 |
| executing            | 0.000003 | 0.000000 | 0.000000   | NULL              | NULL                | NULL         | NULL          | NULL          | NULL              | NULL              | NULL              | NULL  | <unknown>       | sql_select.cc |        1851 |
| Copying to tmp table | 1.913459 | 1.921875 | 0.000000   | NULL              | NULL                | NULL         | NULL          | NULL          | NULL              | NULL              | NULL              | NULL  | <unknown>       | sql_select.cc |        1998 |
| Sorting result       | 0.000025 | 0.000000 | 0.000000   | NULL              | NULL                | NULL         | NULL          | NULL          | NULL              | NULL              | NULL              | NULL  | <unknown>       | sql_select.cc |        2282 |
| Sending data         | 0.000044 | 0.000000 | 0.000000   | NULL              | NULL                | NULL         | NULL          | NULL          | NULL              | NULL              | NULL              | NULL  | <unknown>       | sql_select.cc |        2395 |
| end                  | 0.000004 | 0.000000 | 0.000000   | NULL              | NULL                | NULL         | NULL          | NULL          | NULL              | NULL              | NULL              | NULL  | <unknown>       | sql_select.cc |        2630 |
| removing tmp table   | 0.000007 | 0.000000 | 0.000000   | NULL              | NULL                | NULL         | NULL          | NULL          | NULL              | NULL              | NULL              | NULL  | <unknown>       | sql_select.cc |       11304 |
| end                  | 0.000002 | 0.000000 | 0.000000   | NULL              | NULL                | NULL         | NULL          | NULL          | NULL              | NULL              | NULL              | NULL  | <unknown>       | sql_select.cc |       11329 |
| query end            | 0.000003 | 0.000000 | 0.000000   | NULL              | NULL                | NULL         | NULL          | NULL          | NULL              | NULL              | NULL              | NULL  | <unknown>       | sql_parse.cc  |        4512 |
| closing tables       | 0.000010 | 0.000000 | 0.000000   | NULL              | NULL                | NULL         | NULL          | NULL          | NULL              | NULL              | NULL              | NULL  | <unknown>       | sql_parse.cc  |        4564 |
| freeing items        | 0.000124 | 0.000000 | 0.000000   | NULL              | NULL                | NULL         | NULL          | NULL          | NULL              | NULL              | NULL              | NULL  | <unknown>       | sql_parse.cc  |        5840 |
| logging slow query   | 0.000002 | 0.000000 | 0.000000   | NULL              | NULL                | NULL         | NULL          | NULL          | NULL              | NULL              | NULL              | NULL  | <unknown>       | sql_parse.cc  |        1512 |
| cleaning up          | 0.000001 | 0.000000 | 0.000000   | NULL              | NULL                | NULL         | NULL          | NULL          | NULL              | NULL              | NULL              | NULL  | <unknown>       | sql_parse.cc  |        1468 |
+----------------------+----------+----------+------------+-------------------+---------------------+--------------+---------------+---------------+-------------------+-------------------+-------------------+-------+-----------------+---------------+-------------+
21 rows in set (0.23 sec)
  1. 特别需要注意的结论
  • converting HEAP to MyISAM 查询结果太大，内存都不够用了往磁盘上搬了。
  • Creating tmp table 创建临时表，拷贝数据到临时表，用完再删除。
  • Copying to tmp table on disk 把内存中临时表复制到磁盘，很危险！
  • locked 锁了都

Mysql Show Profile

- Author -

吴尚慧

声明：登载此文出于传递更多信息之目的，并不意味着赞同其观点或证实其描述。

MySQL 相关文章推荐
mysql知识点整理
Apr 05 MySQL
MySQL获取所有分类的前N条记录
May 07 MySQL
详解MySQL数据库千万级数据查询和存储
May 18 MySQL
mysql连接查询中and与where的区别浅析
Jul 01 MySQL
SQL实现LeetCode(180.连续的数字)
Aug 04 MySQL
Node-Red实现MySQL数据库连接的方法
Aug 07 MySQL
Mysql数据库中datetime、bigint、timestamp来表示时间选择,谁来存储时间效率最高
Aug 23 MySQL
MySQL面试题讲解之如何设置Hash索引
Nov 01 MySQL
一文了解MySQL二级索引的查询过程
Feb 24 MySQL
Mysql开启外网访问
May 15 MySQL
MySQL外键约束(Foreign Key)案例详解
Jun 28 MySQL
MySQL的表级锁,行级锁,排它锁和共享锁
Jul 15 MySQL
Mysql - 常用函数 每天积极向上
Apr 05 #MySQL
mysql多表查询-笔记七
Apr 05 #MySQL
mysql部分操作
Apr 05 #MySQL
left join、inner join、right join的区别
数据库的高级查询六：表连接查询：外连接（左外连接，右外连接，UNION关键字，连接中ON与WHERE的不同）
mysql字符串截取函数小结
MySQL索引篇之千万级数据实战测试
进程假死(1) tensorflow(2) Inception(2) Xception(1) jenkins(1) 字符串(2) 逆序(1) yolo3(1) Seaborn(1) ResNet50(1)
You might like
PHP程序61条面向对象分析设计的经验小结
2008/11/12 PHP
php比较多维数组中值的大小排序实现代码
2012/09/08 PHP
IE7中javascript操作CheckBox的checked=true不打勾的解决方法
2009/12/07 Javascript
javscript对象原型的一些看法
2010/09/19 Javascript
JQuery优缺点分析说明
2011/04/10 Javascript
用nodejs写的一个简单项目打包工具
2013/05/11 NodeJs
jQuery实现列表自动滚动循环滚动展示新闻
2014/08/22 Javascript
js实现密码强度检测【附示例】
2016/03/30 Javascript
jQuery插件Easyui设置datagrid的pageNumber导致两次请求问题的解决方法
2016/08/06 Javascript
基于Three.js插件制作360度全景图
2016/11/29 Javascript
移动端手指放大缩小插件与js源码
2017/05/22 Javascript
Bootstrap模态对话框中显示动态内容的方法
2018/08/10 Javascript
Node.js之readline模块的使用详解
2019/03/25 Javascript
vue组件创建的三种方式小结
2020/02/03 Javascript
vuex Module将 store 分割成模块的操作
2020/12/07 Vue.js
利用numpy+matplotlib绘图的基本操作教程
2017/05/03 Python
python数据结构之列表和元组的详解
2017/09/23 Python
python 对象和json互相转换方法
2018/03/22 Python
Python3实现的判断回文链表算法示例
2019/03/08 Python
Python爬虫:将headers请求头字符串转为字典的方法
2019/08/21 Python
关于Python核心框架tornado的异步协程的2种方法详解
2019/08/28 Python
wxpython实现按钮切换界面的方法
2019/11/19 Python
HTML5 form标签之解放表单验证、增加文件上传、集成拖放的使用方法
2013/04/24 HTML / CSS
记一次高分屏下canvas模糊问题
2020/02/17 HTML / CSS
优质有机椰子产品：Dr. Goerg
2019/09/24 全球购物
介绍一下Linux文件的记录形式
2012/04/18 面试题
茶叶生产计划书
2014/01/10 职场文书
会议活动邀请函
2014/01/27 职场文书
文明村镇申报材料
2014/05/06 职场文书
2014乡镇党委副书记对照检查材料思想汇报
2014/10/09 职场文书
2015年校长新年寄语
2014/12/08 职场文书
爱心募捐通知范文
2015/04/27 职场文书
2016庆祝教师节新闻稿
2015/11/25 职场文书
2016年第十四个公民道德宣传日活动总
2016/04/01 职场文书
pytorch 带batch的tensor类型图像显示操作
2021/05/20 Python
MySQL插入数据与查询数据
2022/03/25 MySQL