1. 查看慢sql执行计划
Explain 慢sql，查看执行计划，有索引，扫描一百多万行(客户反映之前有三百多万行)，有临时内存表数据存储，有排序， 执行时间1.7秒。不是太慢的sql。
2．Show processlist
查看实时进程，没有停留太久的线程，资源宽裕。不是问题发生时间段的进程情况，无法判断。
3．查看错误日志
2021-06-10T10:36:50.342681+08:00 742 [ERROR] Event Scheduler: [cccc@%][vvvv.mmdegggg] Lock wait timeout exceeded; try restarting transaction
2021-06-10T10:36:50.342728+08:00 742 [Note] Event Scheduler: [cccc@%].[vvvv.mmdegggg] event execution failed.
2021-06-10T10:46:51.193861+08:00 771 [ERROR] Event Scheduler: [cccc@%][vvvv.mmdegggg] Lock wait timeout exceeded; try restarting transaction
2021-06-10T10:46:51.193904+08:00 771 [Note] Event Scheduler: [cccc@%].[vvvv.mmdegggg] event execution failed.
2021-06-10T10:54:46.201843+08:00 776 [ERROR] Event Scheduler: [cccc@%][vvvv.mmdegggg] Query execution was interrupted
2021-06-10T10:54:46.201897+08:00 776 [ERROR] Event Scheduler: [cccc@%][vvvv.mmdegggg] Got error 168 from storage engine
2021-06-10T10:54:46.201904+08:00 776 [Note] Event Scheduler: [cccc@%].[vvvv.mmdegggg] event execution failed.
2021-06-10T11:01:51.063760+08:00 831 [ERROR] Event Scheduler: [cccc@%][vvvv.mmdegggg] Lock wait timeout exceeded; try restarting transaction
2021-06-10T11:01:51.063809+08:00 831 [Note] Event Scheduler: [cccc@%].[vvvv.mmdegggg] event execution failed.
2021-06-10T11:11:51.226952+08:00 894 [ERROR] Event Scheduler: [cccc@%][vvvv.mmdegggg] Lock wait timeout exceeded; try restarting transaction
2021-06-10T11:11:51.226995+08:00 894 [Note] Event Scheduler: [cccc@%].[vvvv.mmdegggg] event execution failed. 。。。。。。。。。。。。。。。。。。。。。。。。。。。。。。
2021-06-10T11:31:55.680890+08:00 0 [Note] Giving 205 client threads a chance to die gracefully
2021-06-10T11:31:55.684323+08:00 0 [Note] Shutting down slave threads
2021-06-10T11:31:57.686861+08:00 0 [Note] Forcefully disconnecting 109 remaining clients事发时间段内，记录有大量锁等待占用，资源阻塞，锁超时。
『故障分析』
定时任务Event Scheduler: [cccc@%].[vvvv.mmdegggg]遇到请求的资源被锁定，发生锁等待，等待时间(innodb_lock_wait_timeout值)超过后，事务中断回滚。事务等待过程中，会阻塞后续其他请求的资源。而定时任务多次调用，多次拥堵。直到11:31 mysql 被重启，冲突资源释放，后续日志再没看到发生锁等待。
『故障规避』
查看定时任务mmdegggg的脚本，看看调用的是哪些sql；查看问题发生时间前业务或者人为执行了什么跑批事务或者大事务，大表ddl等，查看问题发生时间段的慢日志里面出现的sql，分析资源占用冲突关系。
『紧急处理』
遇到锁等待，紧急操作，就是找到阻塞的进程id，kill id，释放资源。
1.查看当时mysql线程会话情况
SELECT * FROM INFORMATION_SCHEMA.PROCESSLIST where time>10 and COMMAND<>'Binlog Dump' order by TIME desc limit 20;超长执行时间的sql或者事务，都会持续占用资源。若是发现字段state里面有lock wait,meta data lock,这类的，就是有锁等待发生。
2.查看INNODB_LOCK_WAITS 表
SELECT * FROM INFORMATION_SCHEMA.INNODB_LOCK_WAITS;可以看到当时阻塞事务的id， blocking_trx_id即是对应的事务id
3.查看INNODB_LOCK 表
SELECT * FROM INFORMATION_SCHEMA.INNODB_LOCK;可以查出详细的锁信息
4.查看INNODB_TRX 表
SELECT * FROM INFORMATION_SCHEMA.INNODB_TRX where trx_id = "上面获得的blocking_trx_id";可以查出详细的事务信息，trx_mysql_thread_id即是对应的线程ID
5.kill 线程
select * from information_schema.`PROCESSLIST` where ID = 上面获得的trx_mysql_thread_id 可以查到线程的详细信息，可以通过 kill xxx来终止线程从而强行释放锁
kill trx_mysql_thread_id;
