performance schema 性能模块,在5.7版本中默认开启的
关闭的话需要修改,需要修改配置文件
[mysqld]
performance_schema=off
查看performance schema是否开启
SHOW VARIABLES LIKE 'performance_schema';
performance schema表分类
--语句事件记录表,这些表记录了语句事件信息,
--当前语句事件表events_statements_current、
--历史语句事件表events_statements_history
--长语句历史事件表events_statements_history_long
--以及聚合后的摘要表summary,
--其中,summary表还可以根据帐号(account),主机(host),程序(program),线程(thread),用户(user)和全局(global)再进行细分)
show tables like '%statement%';
--等待事件记录表,与语句事件类型的相关记录表类似:
show tables like '%wait%';
--阶段事件记录表,记录语句执行的阶段事件的表
show tables like '%stage%';
--事务事件记录表,记录事务相关的事件的表
show tables like '%transaction%';
--监控文件系统层调用的表
show tables like '%file%';
--监视内存使用的表
show tables like '%memory%';
--动态对performance_schema进行配置的配置表
show tables like '%setup%';
数据库刚刚初始化并启动时,并非所有instruments(事件采集项,在采集项的配置表中每一项都有一个开关字段,或为YES,或为NO)和consumers(与采集项类似,也有一个对应的事件类型保存表配置项,为YES就表示对应的表保存性能数据,为NO就表示对应的表不保存性能数据)都启用了,所以默认不会收集所有的事件,可能你需要检测的事件并没有打开,需要进行设置。
show tables like '%setup%';
------ result ------
setup_actors
setup_consumers
setup_instruments
setup_objects
setup_timers
setup_actors:用户维度的监控,默认监控所有用户线程
select * from setup_actors;
------ result ------
HOST USER ROLE ENABLED HISTORY
% % % YES YES
setup_consumers:配置事件消费类型
select * from setup_consumers;
------ result ------
events_stages_current NO
events_stages_history NO
events_stages_history_long NO
events_statements_current YES
events_statements_history YES
events_statements_history_long NO
events_transactions_current NO
events_transactions_history NO
events_transactions_history_long NO
events_waits_current NO
events_waits_history NO
events_waits_history_long NO
global_instrumentation YES
thread_instrumentation YES
statements_digest YES
12个consumer不是平级的,存在多级层次关系:
global_instrumentation
|– thread_instrumentation
|– events_waits_current
|– events_waits_history
|– events_waits_history_long
|– events_stages_current
|– events_stages_history
|– events_stages_history_long
|– events_statements_current
|– events_statements_history
|– events_statements_history_long
|– statements_digest
多层次的consumer遵从一个基本原则,只有上一层次的为YES,才会继续检查该本层为YES or NO
setup_instruments:配置事件
setup_objects:配置监控对象,默认mysql、performance_schema、information_schema中的表都不监控
setup_timers:配置每种类型指令的统计时间单位
默认情况下,setup_instruments表只打开了statement和wait/io部分的指令,setup_consumer表中很多consumer也没有打开。为了打开需要的选项,可以通过update语句直接修改配置表,并且修改后可以立即生效,但这种方式必需得启动服务器后才可以修改,并且无法持久化,重启后,又得重新设置一遍。从5.6.4开始提供了my.cnf的配置方式,格式如下:
1.设置采集的instrument
performance_schema_instrument='instrument_name=value'
(1)打开wait类型的指令
performance_schema_instrument='wait/%'
(2)打开所有指令
performance_schema_instrument='%=on'
2.设置consumer
performance_schema_consumer_xxx=value
(1)打开 events_waits_history consumer
performance_schema_consumer_events_waits_current=on
performance_schema_consumer_events_waits_history=on
这里要注意consumer的层次关系, events_waits_history处于第4层,因此设置它时,要确保events_statements_current,thread_instrumentation和global_instrumentation的ENABLED状态都为YES,才能生效。由于默认thread_instrumentation和global_instrumentation都是YES,因此只需要显示设置events_waits_current和events_waits_current即可。
3.设置统计表大小
所有的performance_schema表均采用PERFORMANCE_SCHEMA存储引擎,表中的所有数据只存在内存,表的大小在系统初始化时已经
固定好,因此占用的内存是一定的。可以通过配置来定制具体每个表的记录数。
performance_schema_events_waits_history_size=20
performance_schema_events_waits_history_long_size=15000
常用分析查询sql
--1、哪类的SQL执行最多?
SELECT DIGEST_TEXT,COUNT_STAR,FIRST_SEEN,LAST_SEEN FROM events_statements_summary_by_digest ORDER BY COUNT_STAR DESC
--2、哪类SQL的平均响应时间最多?
SELECT DIGEST_TEXT,AVG_TIMER_WAIT FROM events_statements_summary_by_digest ORDER BY COUNT_STAR DESC
--3、哪类SQL排序记录数最多?
SELECT DIGEST_TEXT,SUM_SORT_ROWS FROM events_statements_summary_by_digest ORDER BY COUNT_STAR DESC
--4、哪类SQL扫描记录数最多?
SELECT DIGEST_TEXT,SUM_ROWS_EXAMINED FROM events_statements_summary_by_digest ORDER BY COUNT_STAR DESC
--5、哪类SQL使用临时表最多?
SELECT DIGEST_TEXT,SUM_CREATED_TMP_TABLES,SUM_CREATED_TMP_DISK_TABLES FROM events_statements_summary_by_digest ORDER BY COUNT_STAR DESC
--6、哪类SQL返回结果集最多?
SELECT DIGEST_TEXT,SUM_ROWS_SENT FROM events_statements_summary_by_digest ORDER BY COUNT_STAR DESC
--7、哪个表物理IO最多?
SELECT file_name,event_name,SUM_NUMBER_OF_BYTES_READ,SUM_NUMBER_OF_BYTES_WRITE FROM file_summary_by_instance ORDER BY SUM_NUMBER_OF_BYTES_READ + SUM_NUMBER_OF_BYTES_WRITE DESC
--8、哪个表逻辑IO最多?
SELECT object_name,COUNT_READ,COUNT_WRITE,COUNT_FETCH,SUM_TIMER_WAIT FROM table_io_waits_summary_by_table ORDER BY sum_timer_wait DESC
--9、哪个索引访问最多?
SELECT OBJECT_NAME,INDEX_NAME,COUNT_FETCH,COUNT_INSERT,COUNT_UPDATE,COUNT_DELETE FROM table_io_waits_summary_by_index_usage ORDER BY SUM_TIMER_WAIT DESC
--10、哪个索引从来没有用过?
SELECT OBJECT_SCHEMA,OBJECT_NAME,INDEX_NAME FROM table_io_waits_summary_by_index_usage WHERE INDEX_NAME IS NOT NULL AND COUNT_STAR = 0 AND OBJECT_SCHEMA <> 'mysql' ORDER BY OBJECT_SCHEMA,OBJECT_NAME;
--11、哪个等待事件消耗时间最多?
SELECT EVENT_NAME,COUNT_STAR,SUM_TIMER_WAIT,AVG_TIMER_WAIT FROM events_waits_summary_global_by_event_name WHERE event_name != 'idle' ORDER BY SUM_TIMER_WAIT DESC
--12-1、剖析某条SQL的执行情况,包括statement信息,stege信息,wait信息
SELECT EVENT_ID,sql_text FROM events_statements_history WHERE sql_text LIKE '%count(*)%';
--12-2、查看每个阶段的时间消耗
SELECT event_id,EVENT_NAME,SOURCE,TIMER_END - TIMER_START FROM events_stages_history_long WHERE NESTING_EVENT_ID = 1553;
--12-3、查看每个阶段的锁等待情况
SELECT event_id,event_name,source,timer_wait,object_name,index_name,operation,nesting_event_id FROM events_waits_history_longWHERE nesting_event_id = 1553;
注意:本文归作者所有,转载请标明出处 http://blog.appcnd.com/post/articlea69b0051d03d64b5