送大家以下学习资料
现象
最近同事发现新服务用的驱动都是 MySQL8.0,而一些老系统 MySQL 驱动版本较低,存在一些危险漏洞,于是主动的把一些老应用的 MySQL 驱动程序升级到了 8.0。然而升级后,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。
本文详细的分析了这次“破案”的全过程。
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)`
通过上面的信息得知,有线程 BLOCKED 了,BLOCKED 的位置在 com.alibaba.druid.util.Utils.loadClass(Utils.java:220),于是重点的查看这一块的代码,最终发现了问题。
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/dr...
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