<em>Mac</em>Book项目 2009年学校开始实施<em>Mac</em>Book项目,所有师生配备一本<em>Mac</em>Book,并同步更新了校园无线网络。学校每周进行电脑技术更新,每月发送技术支持资料,极大改变了教学及学习方式。因此2011
2021-06-01 09:32:01
1、檢視程序列表, 找到ID
show processlist; +--------+--------+--------------------+----------+---------+------+----------+------------------+ | Id | User | Host | db | Command | Time | State | Info | +--------+--------+--------------------+----------+---------+------+----------+------------------+ | 8 | remote | 10.16.30.96:36592 | activity | Sleep | 239 | | NULL | | 396749 | remote | 172.17.1.122:53028 | activity | Sleep | 1966 | | NULL | | 397104 | remote | 172.17.3.211:52666 | activity | Sleep | 7 | | NULL | | 397177 | remote | 172.17.3.211:52819 | activity | Sleep | 7366 | | NULL | | 397267 | remote | 172.17.1.122:55728 | activity | Sleep | 5741 | | NULL | | 397268 | remote | 172.17.1.122:55730 | activity | Sleep | 7849 | | NULL | | 397287 | remote | 172.17.3.150:57151 | activity | Sleep | 7128 | | NULL | | 397294 | remote | 172.17.3.68:53158 | activity | Sleep | 2882 | | NULL | | 397296 | remote | 172.17.3.68:53160 | NULL | Sleep | 6492 | | NULL |
2、 查詢語句把表鎖住了, 趕緊找出第一個Locked的thread_id, 在MySQL的shell裡面執行.
kill id #!/bin/bash mysql - u root - e " show processlist " | grep - i " Locked " >> locked_log . txt for line in ` cat locked_log.txt | awk '{print $1 }' ` do echo " kill $line ; " >> kill_thread_id . sql done
現在kill_thread_id.sql的內容像這個樣子
kill 66402982 ; kill 66402983 ; kill 66402986 ; kill 66402991 ; .....
好了, 我們在mysql的shell中執行, 就可以把所有鎖表的程序殺死了.
mysql > source kill_thread_id . sql
當然了, 也可以一行搞定
for id in `mysqladmin processlist | grep -i locked | awk '{print $1}'` do mysqladmin kill ${id} done ;
其實在這次之前也發生過死鎖異常,但當時並沒當回事,也沒分析資料,簡單的認為是偶發現象,並且是修改同一使用者產生,於是就在最初新增了select for update,直到這兩天發生了好幾筆,分析資料發現並不是之前猜測的那樣
這兩天老接到運維通知,說某客戶又發生了卡單現象,讓我分析下問題,然後找來紀錄檔,異常資訊如下:
### Error updating database. Cause: com.mysql.cj.jdbc.exceptions.MySQLTransactionRollbackException: Deadlock found when trying to get lock; try restarting transaction
### The error may involve io.renren.modules.others.dao.PlayerDao.saveZhsz-Inline
### The error occurred while setting parameters
### SQL: INSERT INTO shpt_zhgl_zhsz(rq, jysr, ztzhye, zhye, shid) select ?, ?, zhye, zhye + ?, user_id from sys_user where user_id = ? ON DUPLICATE KEY UPDATE jysr = jysr + values(jysr), zhye = values(zhye)
### Cause: com.mysql.cj.jdbc.exceptions.MySQLTransactionRollbackException: Deadlock found when trying to get lock; try restarting transaction
; Deadlock found when trying to get lock; try restarting transaction; nested exception is com.mysql.cj.jdbc.exceptions.MySQLTransactionRollbackException: Deadlock found when trying to get lock; try restarting transactionorg.springframework.dao.DeadlockLoserDataAccessException:
### Error updating database. Cause: com.mysql.cj.jdbc.exceptions.MySQLTransactionRollbackException: Deadlock found when trying to get lock; try restarting transaction
### The error may involve io.renren.modules.others.dao.PlayerDao.saveZhsz-Inline
### The error occurred while setting parameters
### SQL: INSERT INTO shpt_zhgl_zhsz(rq, jysr, ztzhye, zhye, shid) select ?, ?, zhye, zhye + ?, user_id from sys_user where user_id = ? ON DUPLICATE KEY UPDATE jysr = jysr + values(jysr), zhye = values(zhye)
### Cause: com.mysql.cj.jdbc.exceptions.MySQLTransactionRollbackException: Deadlock found when trying to get lock; try restarting transaction
; Deadlock found when trying to get lock; try restarting transaction; nested exception is com.mysql.cj.jdbc.exceptions.MySQLTransactionRollbackException: Deadlock found when trying to get lock; try restarting transaction
at org.springframework.jdbc.support.SQLErrorCodeSQLExceptionTranslator.doTranslate(SQLErrorCodeSQLExceptionTranslator.java:267)
at org.springframework.jdbc.support.AbstractFallbackSQLExceptionTranslator.translate(AbstractFallbackSQLExceptionTranslator.java:72)
at org.mybatis.spring.MyBatisExceptionTranslator.translateExceptionIfPossible(MyBatisExceptionTranslator.java:73)
at org.mybatis.spring.SqlSessionTemplate$SqlSessionInterceptor.invoke(SqlSessionTemplate.java:446)
at com.sun.proxy.$Proxy84.update(Unknown Source)
at org.mybatis.spring.SqlSessionTemplate.update(SqlSessionTemplate.java:294)
at org.apache.ibatis.binding.MapperMethod.execute(MapperMethod.java:62)
at org.apache.ibatis.binding.MapperProxy.invoke(MapperProxy.java:59)
at com.sun.proxy.$Proxy115.saveZhsz(Unknown Source)
at io.renren.modules.others.service.PlayerService.updateOrder(PlayerService.java:195)
at io.renren.modules.others.service.PlayerService$$FastClassBySpringCGLIB$$cd68b7fd.invoke(<generated>)
at org.springframework.cglib.proxy.MethodProxy.invoke(MethodProxy.java:218)
at org.springframework.aop.framework.CglibAopProxy$CglibMethodInvocation.invokeJoinpoint(CglibAopProxy.java:769)
at org.springframework.aop.framework.ReflectiveMethodInvocation.proceed(ReflectiveMethodInvocation.java:163)
at org.springframework.aop.framework.CglibAopProxy$CglibMethodInvocation.proceed(CglibAopProxy.java:747)
at org.springframework.transaction.interceptor.TransactionAspectSupport.invokeWithinTransaction(TransactionAspectSupport.java:366)
at org.springframework.transaction.interceptor.TransactionInterceptor.invoke(TransactionInterceptor.java:99)
at org.springframework.aop.framework.ReflectiveMethodInvocation.proceed(ReflectiveMethodInvocation.java:186)
at org.springframework.aop.framework.CglibAopProxy$CglibMethodInvocation.proceed(CglibAopProxy.java:747)
at org.springframework.aop.framework.CglibAopProxy$DynamicAdvisedInterceptor.intercept(CglibAopProxy.java:689)
at io.renren.modules.others.service.PlayerService$$EnhancerBySpringCGLIB$$5688f237.updateOrder(<generated>)
at io.renren.modules.others.service.PlayerService$$FastClassBySpringCGLIB$$cd68b7fd.invoke(<generated>)
at org.springframework.cglib.proxy.MethodProxy.invoke(MethodProxy.java:218)
at org.springframework.aop.framework.CglibAopProxy$CglibMethodInvocation.invokeJoinpoint(CglibAopProxy.java:769)
at org.springframework.aop.framework.ReflectiveMethodInvocation.proceed(ReflectiveMethodInvocation.java:163)
at org.springframework.aop.framework.CglibAopProxy$CglibMethodInvocation.proceed(CglibAopProxy.java:747)
at org.springframework.transaction.interceptor.TransactionAspectSupport.invokeWithinTransaction(TransactionAspectSupport.java:366)
at org.springframework.transaction.interceptor.TransactionInterceptor.invoke(TransactionInterceptor.java:99)
at org.springframework.aop.framework.ReflectiveMethodInvocation.proceed(ReflectiveMethodInvocation.java:186)
at org.springframework.aop.framework.CglibAopProxy$CglibMethodInvocation.proceed(CglibAopProxy.java:747)
at org.springframework.aop.framework.CglibAopProxy$DynamicAdvisedInterceptor.intercept(CglibAopProxy.java:689)
at io.renren.modules.others.service.PlayerService$$EnhancerBySpringCGLIB$$2c59a973.updateOrder(<generated>)
at io.renren.modules.others.controller.PlayerController.a(PlayerController.java:967)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at org.springframework.web.method.support.InvocableHandlerMethod.doInvoke(InvocableHandlerMethod.java:190)
at org.springframework.web.method.support.InvocableHandlerMethod.invokeForRequest(InvocableHandlerMethod.java:138)
at org.springframework.web.servlet.mvc.method.annotation.ServletInvocableHandlerMethod.invokeAndHandle(ServletInvocableHandlerMethod.java:106)
at org.springframework.web.servlet.mvc.method.annotation.RequestMappingHandlerAdapter.invokeHandlerMethod(RequestMappingHandlerAdapter.java:888)
at org.springframework.web.servlet.mvc.method.annotation.RequestMappingHandlerAdapter.handleInternal(RequestMappingHandlerAdapter.java:793)
at org.springframework.web.servlet.mvc.method.AbstractHandlerMethodAdapter.handle(AbstractHandlerMethodAdapter.java:87)
at org.springframework.web.servlet.DispatcherServlet.doDispatch(DispatcherServlet.java:1040)
at org.springframework.web.servlet.DispatcherServlet.doService(DispatcherServlet.java:943)
at org.springframework.web.servlet.FrameworkServlet.processRequest(FrameworkServlet.java:1006)
at org.springframework.web.servlet.FrameworkServlet.doGet(FrameworkServlet.java:898)
at javax.servlet.http.HttpServlet.service(HttpServlet.java:634)
at org.springframework.web.servlet.FrameworkServlet.service(FrameworkServlet.java:883)
at javax.servlet.http.HttpServlet.service(HttpServlet.java:741)
at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:231)
at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166)
at org.apache.tomcat.websocket.server.WsFilter.doFilter(WsFilter.java:53)
at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:193)
at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166)
at org.apache.shiro.web.servlet.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:112)
at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:193)
at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166)
at io.renren.common.xss.XssFilter.doFilter(XssFilter.java:23)
at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:193)
at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166)
at org.apache.shiro.web.servlet.ProxiedFilterChain.doFilter(ProxiedFilterChain.java:61)
at org.apache.shiro.web.servlet.AdviceFilter.executeChain(AdviceFilter.java:108)
at org.apache.shiro.web.servlet.AdviceFilter.doFilterInternal(AdviceFilter.java:137)
at org.apache.shiro.web.servlet.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:125)
at org.apache.shiro.web.servlet.ProxiedFilterChain.doFilter(ProxiedFilterChain.java:66)
at org.apache.shiro.web.servlet.AbstractShiroFilter.executeChain(AbstractShiroFilter.java:449)
at org.apache.shiro.web.servlet.AbstractShiroFilter$1.call(AbstractShiroFilter.java:365)
at org.apache.shiro.subject.support.SubjectCallable.doCall(SubjectCallable.java:90)
at org.apache.shiro.subject.support.SubjectCallable.call(SubjectCallable.java:83)
at org.apache.shiro.subject.support.DelegatingSubject.execute(DelegatingSubject.java:387)
at org.apache.shiro.web.servlet.AbstractShiroFilter.doFilterInternal(AbstractShiroFilter.java:362)
at org.apache.shiro.web.servlet.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:125)
at org.springframework.web.filter.DelegatingFilterProxy.invokeDelegate(DelegatingFilterProxy.java:358)
at org.springframework.web.filter.DelegatingFilterProxy.doFilter(DelegatingFilterProxy.java:271)
at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:193)
at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166)
at io.renren.config.LicenseFilter.doFilter(LicenseFilter.java:136)
at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:193)
at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166)
at io.renren.config.FilterConfig$1.doFilterInternal(FilterConfig.java:82)
at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:119)
at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:193)
at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166)
at org.springframework.web.filter.RequestContextFilter.doFilterInternal(RequestContextFilter.java:100)
at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:119)
at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:193)
at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166)
at org.springframework.web.filter.FormContentFilter.doFilterInternal(FormContentFilter.java:93)
at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:119)
at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:193)
at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166)
at org.springframework.web.filter.CharacterEncodingFilter.doFilterInternal(CharacterEncodingFilter.java:201)
at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:119)
at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:193)
at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166)
at org.apache.catalina.core.StandardWrapperValve.invoke(StandardWrapperValve.java:202)
at org.apache.catalina.core.StandardContextValve.invoke(StandardContextValve.java:96)
at org.apache.catalina.authenticator.AuthenticatorBase.invoke(AuthenticatorBase.java:541)
at org.apache.catalina.core.StandardHostValve.invoke(StandardHostValve.java:139)
at org.apache.catalina.valves.ErrorReportValve.invoke(ErrorReportValve.java:92)
at org.apache.catalina.core.StandardEngineValve.invoke(StandardEngineValve.java:74)
at org.apache.catalina.connector.CoyoteAdapter.service(CoyoteAdapter.java:343)
at org.apache.coyote.http11.Http11Processor.service(Http11Processor.java:367)
at org.apache.coyote.AbstractProcessorLight.process(AbstractProcessorLight.java:65)
at org.apache.coyote.AbstractProtocol$ConnectionHandler.process(AbstractProtocol.java:860)
at org.apache.tomcat.util.net.NioEndpoint$SocketProcessor.doRun(NioEndpoint.java:1598)
at org.apache.tomcat.util.net.SocketProcessorBase.run(SocketProcessorBase.java:49)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:748)
Caused by: com.mysql.cj.jdbc.exceptions.MySQLTransactionRollbackException: Deadlock found when trying to get lock; try restarting transaction
at com.mysql.cj.jdbc.exceptions.SQLError.createSQLException(SQLError.java:123)
at com.mysql.cj.jdbc.exceptions.SQLError.createSQLException(SQLError.java:97)
at com.mysql.cj.jdbc.exceptions.SQLExceptionsMapping.translateException(SQLExceptionsMapping.java:122)
at com.mysql.cj.jdbc.ClientPreparedStatement.executeInternal(ClientPreparedStatement.java:955)
at com.mysql.cj.jdbc.ClientPreparedStatement.execute(ClientPreparedStatement.java:372)
at com.alibaba.druid.pool.DruidPooledPreparedStatement.execute(DruidPooledPreparedStatement.java:497)
at sun.reflect.GeneratedMethodAccessor53.invoke(Unknown Source)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at org.apache.ibatis.logging.jdbc.PreparedStatementLogger.invoke(PreparedStatementLogger.java:59)
at com.sun.proxy.$Proxy119.execute(Unknown Source)
at org.apache.ibatis.executor.statement.PreparedStatementHandler.update(PreparedStatementHandler.java:46)
at org.apache.ibatis.executor.statement.RoutingStatementHandler.update(RoutingStatementHandler.java:74)
at org.apache.ibatis.executor.SimpleExecutor.doUpdate(SimpleExecutor.java:50)
at org.apache.ibatis.executor.BaseExecutor.update(BaseExecutor.java:117)
at org.apache.ibatis.executor.CachingExecutor.update(CachingExecutor.java:76)
at org.apache.ibatis.session.defaults.DefaultSqlSession.update(DefaultSqlSession.java:198)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at org.mybatis.spring.SqlSessionTemplate$SqlSessionInterceptor.invoke(SqlSessionTemplate.java:433)
... 108 common frames omitted
異常復現
分析紀錄檔發現,出現的幾次都是在並行時發生,並且商戶都有上級代理,本地並行測試,成功復現
資料庫相關鎖的概念在此不贅述,具體請自行度娘
資料庫執行命令:
show engine innodb status
得到紀錄檔,主要分析如下片段,是最後一次死鎖資訊:
------------------------
LATEST DETECTED DEADLOCK
------------------------
2021-03-16 09:56:00 0x3444
*** (1) TRANSACTION:
TRANSACTION 5245990, ACTIVE 0 sec inserting
mysql tables in use 2, locked 2
LOCK WAIT 5 lock struct(s), heap size 1136, 2 row lock(s)
MySQL thread id 4949, OS thread handle 14000, query id 980983 180.126.46.39 root Sending data
INSERT INTO shpt_zhgl_zhsz(rq, jysr, ztzhye, zhye, shid) select '2021-03-13', 8.03, zhye, zhye + 8.03, user_id from sys_user where user_id = 32 ON DUPLICATE KEY UPDATE jysr = jysr + values(jysr), zhye = values(zhye)
*** (1) WAITING FOR THIS LOCK TO BE GRANTED:
RECORD LOCKS space id 233 page no 3 n bits 168 index PRIMARY of table `zfpt`.`shpt_zhgl_zhsz` trx id 5245990 lock_mode X insert intention waiting
Record lock, heap no 1 PHYSICAL RECORD: n_fields 1; compact format; info bits 0
0: len 8; hex 73757072656d756d; asc supremum;;*** (2) TRANSACTION:
TRANSACTION 5245989, ACTIVE 0 sec setting auto-inc lock
mysql tables in use 2, locked 2
9 lock struct(s), heap size 1136, 6 row lock(s), undo log entries 2
MySQL thread id 4950, OS thread handle 13380, query id 980987 180.126.46.39 root Sending data
INSERT INTO shpt_zhgl_zhsz(rq, dlsr, ztzhye, zhye, shid) select '2021-03-13', 1.00, zhye, zhye + 1.00, user_id from sys_user where user_id = 1 ON DUPLICATE KEY UPDATE dlsr = dlsr + values(dlsr), zhye = values(zhye)
*** (2) HOLDS THE LOCK(S):
RECORD LOCKS space id 233 page no 3 n bits 168 index PRIMARY of table `zfpt`.`shpt_zhgl_zhsz` trx id 5245989 lock_mode X
Record lock, heap no 1 PHYSICAL RECORD: n_fields 1; compact format; info bits 0
0: len 8; hex 73757072656d756d; asc supremum;;*** (2) WAITING FOR THIS LOCK TO BE GRANTED:
TABLE LOCK table `zfpt`.`shpt_zhgl_zhsz` trx id 5245989 lock mode AUTO-INC waiting
*** WE ROLL BACK TRANSACTION (1)
原來是並行時在業務中INSERT INTO shpt_zhgl_zhsz ON DUPLICATE KEY UPDATE這個商戶時,有其他商戶也在執行INSERT INTO shpt_zhgl_zhsz ON DUPLICATE KEY UPDATE,而又由於商戶擁有上級代理,也會NSERT INTO shpt_zhgl_zhsz ON DUPLICATE KEY UPDATE上級代理的資料,從而產生了死鎖
1、mysql預設級別repeatable read導致的死鎖問題,所以根據業務,決定修改隔離級別為 read committed,從而解決死鎖問題
@Transactional(isolation = Isolation.READ_COMMITTED) public int updateOrder(BigDecimal je, String status, String orderNo, String zfsj) { // xxxxx相關業務 }
2、可以在死鎖業務外面新增迴圈,捕獲死鎖異常,發生死鎖異常時迴圈執行,正常執行時結束迴圈
3、新增全域性異常捕獲器,在捕獲器中獲取本次請求的方法型別(GET/POST…),方法路徑,方法引數,contentType等等,重新請求一次
@ControllerAdvice public class GlobalExceptionHandler { private Logger logger = LoggerFactory.getLogger(getClass()); // 這是異常鎖表,lock wait timeout導致業務失敗時的處理,也是比較常見的問題 @ResponseBody @ExceptionHandler(CannotAcquireLockException.class) public String cannotAcquireLockException(CannotAcquireLockException e) { DruidDataSource dds = SpringContextUtils.getBean("firstDataSource", DruidDataSource.class); try (DruidPooledConnection conn = dds.getConnection(); Statement stmt = conn.createStatement(); ResultSet rs = stmt.executeQuery("select trx_mysql_thread_id from INFORMATION_SCHEMA.INNODB_TRX" + " where trx_state = 'RUNNING' and trx_started < adddate(now(), INTERVAL -60 SECOND)"); PreparedStatement ps = conn.prepareStatement("kill ?")) { while (rs.next()) { ps.setLong(1, rs.getLong(1)); ps.addBatch(); } ps.executeBatch(); } catch (SQLException ex) { logger.error(ex.getMessage(), ex); } logger.error(e.getMessage(), e); return "{"code": 500, "msg": "acquire lock failure, already kill the lock thread, try again"}"; } // 筆者沒有實現這種方式,只是返回了對應異常資訊 @ResponseBody @ExceptionHandler(DeadlockLoserDataAccessException.class) public String deadLockException(DeadlockLoserDataAccessException e) { logger.error(e.getMessage(), e); return "{"code": 500, "msg": "deadlock found when trying to get lock, try again"}"; } }
以上為個人經驗,希望能給大家一個參考,也希望大家多多支援it145.com。
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