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MySQL Profile在5.7的简单测试

杨建荣 2016-10-18 19:57:40
MySQL Profile对于分析执行计划的开销来说,还是有一定的帮助,至少在分析一些性能问题的时候有很多的参考依据。
我在5.6, 5.7版本中进行了测试,没发现差别,还是以5.7为例进行演示吧。
mysql> select version();
+-----------+
| version() |
+-----------+
| 5.7.10    |
+-----------+
1 row in set (0.00 sec)

传统的使用Profile都是使用show profile这样的命令方式,这个功能默认是关闭的。
mysql> show profiles;
Empty set, 1 warning (0.00 sec)
这个地方可以看到有一个警告,我们看看是什么警告。
mysql> show warnings;
+---------+------+--------------------------------------------------------------------------------------------------------------+
| Level   | Code | Message                                                                                                      |
+---------+------+--------------------------------------------------------------------------------------------------------------+
| Warning | 1287 | 'SHOW PROFILES' is deprecated and will be removed in a future release. Please use Performance Schema instead |
+---------+------+--------------------------------------------------------------------------------------------------------------+
1 row in set (0.00 sec)
原来这种方式已经过期了,新的功能是在performance_schema中开放。当然在5.6, 5.7版本中测试还是可用,我们先简单了解一下,再来看performance_schema怎么用。
Profile相关的几个参数如下:
mysql> show variables like '%profil%';
+------------------------+-------+
| Variable_name          | Value |
+------------------------+-------+
| have_profiling         | YES   |
| profiling              | OFF   |
| profiling_history_size | 15    |
+------------------------+-------+
3 rows in set (0.00 sec)
可以看到Profileing为OFF,当前默认值为0,代表的是一个意思。
mysql> SELECT @@profiling;
+-------------+
| @@profiling |
+-------------+
|           0 |
+-------------+
1 row in set, 1 warning (0.00 sec)
have_profiling 用于控制是否开启或者禁用Profiling
profiling_history_size是保留Profiling的数目

当然本质上,Profile的内容还是来自于information_schema.profiling
mysql> select * from information_schema.profiling\G
Empty set, 1 warning (0.00 sec)
这个地方还是有一个警告,还是过期的提示。
mysql> show warnings;
+---------+------+-----------------------------------------------------------------------------------------------------------------------------+
| Level   | Code | Message                                                                                                                     |
+---------+------+-----------------------------------------------------------------------------------------------------------------------------+
| Warning | 1287 | 'INFORMATION_SCHEMA.PROFILING' is deprecated and will be removed in a future release. Please use Performance Schema instead |
+---------+------+-----------------------------------------------------------------------------------------------------------------------------+
1 row in set (0.00 sec)
我们开启profiling
mysql> set profiling=1;
Query OK, 0 rows affected, 1 warning (0.00 sec)
查看所有的profiles
mysql> show profiles;
+----------+------------+---------------+
| Query_ID | Duration   | Query         |
+----------+------------+---------------+
|        1 | 0.00018200 | show warnings |
+----------+------------+---------------+
1 row in set, 1 warning (0.00 sec)
我们顺便运行一条SQL
mysql> select count(*)from information_schema.columns;
+----------+
| count(*) |
+----------+
|     3077 |
+----------+
1 row in set (0.07 sec)
然后再次查看,就会看到query_ID会得到刚刚运行的语句。
mysql> show profiles;
+----------+------------+------------------------------------------------+
| Query_ID | Duration   | Query                                          |
+----------+------------+------------------------------------------------+
|        1 | 0.00018200 | show warnings                                  |
|        2 | 0.06627200 | select count(*)from information_schema.columns |
+----------+------------+------------------------------------------------+
2 rows in set, 1 warning (0.00 sec)
可以使用如下的方式来查看profile的信息,比如涉及CPU的明细信息。
mysql> show profile cpu for query 2;
+----------------------+----------+----------+------------+
| Status               | Duration | CPU_user | CPU_system |
+----------------------+----------+----------+------------+
| checking permissions | 0.000004 | 0.000000 |   0.000000 |
| checking permissions | 0.000053 | 0.000999 |   0.000000 |
| checking permissions | 0.000014 | 0.000000 |   0.000000 |
| checking permissions | 0.000006 | 0.000000 |   0.000000 |
。。。。。
| closing tables       | 0.000005 | 0.000000 |   0.000000 |
| freeing items        | 0.000052 | 0.000000 |   0.000000 |
| cleaning up          | 0.000023 | 0.000000 |   0.000000 |
+----------------------+----------+----------+------------+
100 rows in set, 1 warning (0.00 sec)
除此之外,还有哪些选项呢,可以自由选用。


上面的内容其实介于使用和过期之间,那么我们来看看新版本中推荐的performace_schema是怎么回事。
先切换到performance_schema下,这是MySQL新增的性能优化引擎,在5.6以前是关闭的,5。6,5.7中是默认开启的,5.7切换的时候还会有一句提示。
mysql> use performance_schema
Reading table information for completion of table and column names
You can turn off this feature to get a quicker startup with -A
Database changed
使用profile涉及几个表,setup_actors,setup_instruments,setup_consumers 
说白了都是配置,都是套路。
默认表setup_actors的内容如下:
mysql> SELECT * FROM setup_actors;
+------+------+------+---------+---------+
| HOST | USER | ROLE | ENABLED | HISTORY |
+------+------+------+---------+---------+
| %    | %    | %    | YES     | YES     |
+------+------+------+---------+---------+
1 row in set (0.00 sec)
按照官方的建议,默认是启用,可以根据需求禁用。
UPDATE performance_schema.setup_actors SET ENABLED = 'NO', HISTORY = 'NO'
       WHERE HOST = '%' AND USER = '%';
禁用后的内容如下:       
mysql> select * from setup_actors;
+------+------+------+---------+---------+
| HOST | USER | ROLE | ENABLED | HISTORY |
+------+------+------+---------+---------+
| %    | %    | %    | NO      | NO      |
+------+------+------+---------+---------+
1 row in set (0.00 sec)
然后加入指定的用户
INSERT INTO performance_schema.setup_actors (HOST,USER,ROLE,ENABLED,HISTORY)
       VALUES('localhost','root','%','YES','YES');     
加入成功后的数据内容如下:
mysql> select * from setup_actors;
+-----------+------+------+---------+---------+
| HOST      | USER | ROLE | ENABLED | HISTORY |
+-----------+------+------+---------+---------+
| %         | %    | %    | NO      | NO      |
| localhost | root | %    | YES     | YES     |
+-----------+------+------+---------+---------+
2 rows in set (0.00 sec)
好了,setup_actors的配置就这样,另外两个表的内容修改也是大同小异。
表 setup_consumers 描述各种事件,setup_instruments 描述这个数据库下的表名以及是否开启监控
我统计了一下,两个表的默认数据还不少。
setup_instruments 1006 rows
setup_consumers   15   rows
我们按照官方的建议来修改,可以看到修改的不是一行,而是相关的很多行。
mysql> UPDATE performance_schema.setup_instruments SET ENABLED = 'YES', TIMED = 'YES'
    ->        WHERE NAME LIKE '%statement/%';
Query OK, 0 rows affected (0.00 sec)
Rows matched: 192  Changed: 0  Warnings: 0

mysql> UPDATE performance_schema.setup_instruments SET ENABLED = 'YES', TIMED = 'YES'
    ->        WHERE NAME LIKE '%stage/%';
Query OK, 119 rows affected (0.00 sec)
Rows matched: 128  Changed: 119  Warnings: 0

mysql> UPDATE performance_schema.setup_consumers SET ENABLED = 'YES'
    ->        WHERE NAME LIKE '%events_statements_%';
Query OK, 1 row affected (0.01 sec)
Rows matched: 3  Changed: 1  Warnings: 0

mysql> UPDATE performance_schema.setup_consumers SET ENABLED = 'YES'
    ->        WHERE NAME LIKE '%events_stages_%';  
Query OK, 3 rows affected (0.00 sec)
Rows matched: 3  Changed: 3  Warnings: 0
好了配置完成,我们来简单测试一下怎么用。
创建一个test数据库。
mysql> create database test;
Query OK, 1 row affected (0.00 sec)
切换到test数据库
mysql> use test
Database changed
创建一个测试表test_profile,插入几行数据。
mysql> create table test_profile as select * from information_schema.columns limit 1,5;
Query OK, 5 rows affected (0.10 sec)
Records: 5  Duplicates: 0  Warnings: 0 
运行一下,我们根据这个语句来得到一些详细的统计信息。
mysql> select * from test.test_profile limit 1,2;
根据下面的语句查询一个历史表,从表名可以看出是和事件相关的,感觉越来越像Oracle了。
mysql> SELECT EVENT_ID, TRUNCATE(TIMER_WAIT/1000000000000,6) as Duration, SQL_TEXT
    ->        FROM performance_schema.events_statements_history_long WHERE SQL_TEXT like '%limit 1,2%';
+----------+----------+-------------------------------------------+
| EVENT_ID | Duration | SQL_TEXT                                  |
+----------+----------+-------------------------------------------+
|     4187 | 0.000424 | select * from test.test_profile limit 1,2 |
+----------+----------+-------------------------------------------+
1 row in set (0.00 sec)       
我们通过上面的语句可以得到一个概览,对应的事件和执行时间。
然后到stage相关的历史表中查看事件的详细信息,这就是我们期望的性能数据了。如此一来应该就明白上面的配置表中所要做的工作是什么意思了。
mysql> SELECT event_name AS Stage, TRUNCATE(TIMER_WAIT/1000000000000,6) AS Duration
    ->        FROM performance_schema.events_stages_history_long WHERE NESTING_EVENT_ID=4187;
+--------------------------------+----------+
| Stage                          | Duration |
+--------------------------------+----------+
| stage/sql/starting             | 0.000113 |
| stage/sql/checking permissions | 0.000008 |
| stage/sql/Opening tables       | 0.000025 |
| stage/sql/init                 | 0.000062 |
| stage/sql/System lock          | 0.000013 |
。。。
| stage/sql/freeing items        | 0.000031 |
| stage/sql/cleaning up          | 0.000002 |
+--------------------------------+----------+
15 rows in set (0.01 sec)

整体来看,看到这个特性的输出,让我忍不住想起了Oracle中的Datapump,因为输出实在是太像了,很有条理嘛。
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