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：
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"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
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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
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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 {
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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
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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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原文链接：https://blog.csdn.net/qq_40378034/article/details/117851207
