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同事升级了 MySQL 驱动8.0,导致应用大量超时。。。

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来源:blog.csdn.net/qq_40378034


# 现象


应用升级MySQL驱动8.0后,在并发量较高时,查看监控打点,Druid连接池拿到连接并执行SQL的时间大部分都超过200ms


对系统进行压测,发现出现大量线程阻塞的情况,线程dump信息如下:

"http-nio-5366-exec-48" #210 daemon prio=5 os_prio=0 tid=0x00000000023d0800 nid=0x3be9 waiting for monitor entry [0x00007fa4c1400000] java.lang.Thread.State: BLOCKED (on object monitor) at org.springframework.boot.web.embedded.tomcat.TomcatEmbeddedWebappClassLoader.loadClass(TomcatEmbeddedWebappClassLoader.java:66) - waiting to lock <0x0000000775af0960> (a java.lang.Object) at org.apache.catalina.loader.WebappClassLoaderBase.loadClass(WebappClassLoaderBase.java:1186) at com.alibaba.druid.util.Utils.loadClass(Utils.java:220) at com.alibaba.druid.util.MySqlUtils.getLastPacketReceivedTimeMs(MySqlUtils.java:372)

# 根因分析

public class MySqlUtils {
public static long getLastPacketReceivedTimeMs(Connection conn) throws SQLException { if (class_connectionImpl == null && !class_connectionImpl_Error) { try { class_connectionImpl = Utils.loadClass("com.mysql.jdbc.MySQLConnection"); } catch (Throwable error){ class_connectionImpl_Error = true; } }
if (class_connectionImpl == null) { return -1; }
if (method_getIO == null && !method_getIO_error) { try { method_getIO = class_connectionImpl.getMethod("getIO"); } catch (Throwable error){ method_getIO_error = true; } }
if (method_getIO == null) { return -1; }
if (class_MysqlIO == null && !class_MysqlIO_Error) { try { class_MysqlIO = Utils.loadClass("com.mysql.jdbc.MysqlIO"); } catch (Throwable error){ class_MysqlIO_Error = true; } }
if (class_MysqlIO == null) { return -1; }
if (method_getLastPacketReceivedTimeMs == null && !method_getLastPacketReceivedTimeMs_error) { try { Method method = class_MysqlIO.getDeclaredMethod("getLastPacketReceivedTimeMs"); method.setAccessible(true); method_getLastPacketReceivedTimeMs = method; } catch (Throwable error){ method_getLastPacketReceivedTimeMs_error = true; } }
if (method_getLastPacketReceivedTimeMs == null) { return -1; }
try { Object connImpl = conn.unwrap(class_connectionImpl); if (connImpl == null) { return -1; }
Object mysqlio = method_getIO.invoke(connImpl); Long ms = (Long) method_getLastPacketReceivedTimeMs.invoke(mysqlio); return ms.longValue(); } catch (IllegalArgumentException e) { throw new SQLException("getLastPacketReceivedTimeMs error", e); } catch (IllegalAccessException e) { throw new SQLException("getLastPacketReceivedTimeMs error", e); } catch (InvocationTargetException e) { throw new SQLException("getLastPacketReceivedTimeMs error", e); } }

MySqlUtils中的getLastPacketReceivedTimeMs()方法会加载com.mysql.jdbc.MySQLConnection这个类,但在MySQL驱动8.0中类名改为com.mysql.cj.jdbc.ConnectionImpl,所以MySQL驱动8.0中加载不到com.mysql.jdbc.MySQLConnection


getLastPacketReceivedTimeMs()方法实现中,如果Utils.loadClass("com.mysql.jdbc.MySQLConnection")加载不到类并抛出异常,会修改变量class_connectionImpl_Error,下次调用不会再进行加载

public class Utils {
public static Class<?> loadClass(String className) { Class<?> clazz = null;
if (className == null) { return null; }
try { return Class.forName(className); } catch (ClassNotFoundException e) { // skip }
ClassLoader ctxClassLoader = Thread.currentThread().getContextClassLoader(); if (ctxClassLoader != null) { try { clazz = ctxClassLoader.loadClass(className); } catch (ClassNotFoundException e) { // skip } }
return clazz; }

但是,在Utils的loadClass()方法中同样catch了ClassNotFoundException,这就导致loadClass()在加载不到类的时候,并不会抛出异常,从而会导致每调用一次getLastPacketReceivedTimeMs()方法,就会加载一次MySQLConnection这个类


线程dump信息中可以看到是在调用TomcatEmbeddedWebappClassLoader的loadClass()方法时,导致线程阻塞的

public class TomcatEmbeddedWebappClassLoader extends ParallelWebappClassLoader {
public Class<?> loadClass(String name, boolean resolve) throws ClassNotFoundException { synchronized (JreCompat.isGraalAvailable() ? this : getClassLoadingLock(name)) { Class<?> result = findExistingLoadedClass(name); result = (result != null) ? result : doLoadClass(name); if (result == null) { throw new ClassNotFoundException(name); } return resolveIfNecessary(result, resolve); } }

这是因为TomcatEmbeddedWebappClassLoader在加载类的时候,会加synchronized锁,这就导致每调用一次getLastPacketReceivedTimeMs()方法,就会加载一次com.mysql.jdbc.MySQLConnection,而又始终加载不到,在加载类的时候会加synchronized锁,所以会出现线程阻塞,性能下降的现象


# getLastPacketReceivedTimeMs()方法调用时机

public abstract class DruidAbstractDataSource extends WrapperAdapter implements DruidAbstractDataSourceMBean, DataSource, DataSourceProxy, Serializable {
protected boolean testConnectionInternal(DruidConnectionHolder holder, Connection conn) { String sqlFile = JdbcSqlStat.getContextSqlFile(); String sqlName = JdbcSqlStat.getContextSqlName();
if (sqlFile != null) { JdbcSqlStat.setContextSqlFile(null); } if (sqlName != null) { JdbcSqlStat.setContextSqlName(null); } try { if (validConnectionChecker != null) { boolean valid = validConnectionChecker.isValidConnection(conn, validationQuery, validationQueryTimeout); long currentTimeMillis = System.currentTimeMillis(); if (holder != null) { holder.lastValidTimeMillis = currentTimeMillis; holder.lastExecTimeMillis = currentTimeMillis; }
if (valid && isMySql) { // unexcepted branch long lastPacketReceivedTimeMs = MySqlUtils.getLastPacketReceivedTimeMs(conn); if (lastPacketReceivedTimeMs > 0) { long mysqlIdleMillis = currentTimeMillis - lastPacketReceivedTimeMs; if (lastPacketReceivedTimeMs > 0 // && mysqlIdleMillis >= timeBetweenEvictionRunsMillis) { discardConnection(holder); String errorMsg = "discard long time none received connection. " + ", jdbcUrl : " + jdbcUrl + ", jdbcUrl : " + jdbcUrl + ", lastPacketReceivedIdleMillis : " + mysqlIdleMillis; LOG.error(errorMsg); return false; } } }
if (valid && onFatalError) { lock.lock(); try { if (onFatalError) { onFatalError = false; } } finally { lock.unlock(); } }
return valid; }
if (conn.isClosed()) { return false; }
if (null == validationQuery) { return true; }
Statement stmt = null; ResultSet rset = null; try { stmt = conn.createStatement(); if (getValidationQueryTimeout() > 0) { stmt.setQueryTimeout(validationQueryTimeout); } rset = stmt.executeQuery(validationQuery); if (!rset.next()) { return false; } } finally { JdbcUtils.close(rset); JdbcUtils.close(stmt); }
if (onFatalError) { lock.lock(); try { if (onFatalError) { onFatalError = false; } } finally { lock.unlock(); } }
return true; } catch (Throwable ex) { // skip return false; } finally { if (sqlFile != null) { JdbcSqlStat.setContextSqlFile(sqlFile); } if (sqlName != null) { JdbcSqlStat.setContextSqlName(sqlName); } } }

只有DruidAbstractDataSource的testConnectionInternal()方法中会调用getLastPacketReceivedTimeMs()方法


testConnectionInternal()是用来检测连接是否有效的,在获取连接和归还连接时都有可能会调用该方法,这取决于Druid检测连接是否有效的参数


Druid检测连接是否有效的参数 :


  • testOnBorrow:每次获取连接时执行validationQuery检测连接是否有效(会影响性能)
  • testOnReturn:每次归还连接时执行validationQuery检测连接是否有效(会影响性能)
  • testWhileIdle:申请连接的时候检测,如果空闲时间大于timeBetweenEvictionRunsMillis,执行validationQuery检测连接是否有效


应用中设置了testOnBorrow=true,每次获取连接时,都会去抢占synchronized锁,所以性能下降的很明显


# 解决方案


经验证,使用Druid 1.x版本<=1.1.22会出现该bug,解决方案就是升级至Druid 1.x版本>=1.1.23或者Druid 1.2.x版本


GitHub issue:https://github.com/alibaba/druid/issues/3808



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