问题背景
在项目启动时出现大量
c.a.d.pool.DruidAbstractDataSource: discard long time none received connection.
明显是Druid管理的数据库连接因为太长时间没有收到数据库发来的数据,把连接给回收掉了,这导致服务在启动时因为要重复创建连接让服务启动时间延长。
定位原因
根据错误信息,找到Druid源码
com.alibaba.druid.pool.DruidAbstractDataSource#testConnectionInternal(com.alibaba.druid.pool.DruidConnectionHolder, java.sql.Connection)
if (validConnectionChecker != null) {// 验证连接的有效性 mysql下实际调用代码在下面那块boolean valid = validConnectionChecker.isValidConnection(conn, validationQuery, validationQueryTimeout);long currentTimeMillis = System.currentTimeMillis();if (holder != null) {holder.lastValidTimeMillis = currentTimeMillis;holder.lastExecTimeMillis = currentTimeMillis;}if (valid && isMySql) { // unexcepted branchlong lastPacketReceivedTimeMs = MySqlUtils.getLastPacketReceivedTimeMs(conn);if (lastPacketReceivedTimeMs > 0) {long mysqlIdleMillis = currentTimeMillis - lastPacketReceivedTimeMs;if (lastPacketReceivedTimeMs > 0 //&& mysqlIdleMillis >= timeBetweenEvictionRunsMillis) {discardConnection(holder);// 警告信息位置String errorMsg = "discard long time none received connection. "+ ", jdbcUrl : " + jdbcUrl+ ", version : " + VERSION.getVersionNumber()+ ", lastPacketReceivedIdleMillis : " + mysqlIdleMillis;LOG.warn(errorMsg);return false;}}}// ... 省略}// com.alibaba.druid.pool.vendor.MySqlValidConnectionChecker#isValidConnectionpublic boolean isValidConnection(Connection conn, String validateQuery, int validationQueryTimeout) throws Exception {if (conn.isClosed()) {return false;}if (usePingMethod) {// 以ping的方式检测连接的有效性if (conn instanceof DruidPooledConnection) {conn = ((DruidPooledConnection) conn).getConnection();}if (conn instanceof ConnectionProxy) {conn = ((ConnectionProxy) conn).getRawObject();}if (clazz.isAssignableFrom(conn.getClass())) {if (validationQueryTimeout <= 0) {validationQueryTimeout = DEFAULT_VALIDATION_QUERY_TIMEOUT;}try {ping.invoke(conn, true, validationQueryTimeout * 1000);} catch (InvocationTargetException e) {Throwable cause = e.getCause();if (cause instanceof SQLException) {throw (SQLException) cause;}throw e;}return true;}}String query = validateQuery;if (validateQuery == null || validateQuery.isEmpty()) {// 以 sql SELECT 1 的方式验证连接有效性query = DEFAULT_VALIDATION_QUERY;}Statement stmt = null;ResultSet rs = null;try {stmt = conn.createStatement();if (validationQueryTimeout > 0) {stmt.setQueryTimeout(validationQueryTimeout);}rs = stmt.executeQuery(query);return true;} finally {JdbcUtils.close(rs);JdbcUtils.close(stmt);}}}
这是调用 testConnectionInternal
方法的上层.
可以看到,因为我们开启了testOnBorrow
开关,所以数据库连接会在申请成功后,立即进行一次测试,然后根据数据库连接的最后一次心跳时间,判断是否闲置过长要丢弃掉该数据库连接。
该开关主要在从连接池获取时立即检查连接的有效性。
而不开启testOnBorrow
则会在保持连接过程中不断检查连接的闲置情况,对闲置过长的连接回收。
com.alibaba.druid.util.MySqlUtils#getLastPacketReceivedTimeMs
这个方法会返回连接最后一次收到消息的时间.
// 以mysql6的 com.mysql.cj.jdbc.ConnectionImpl 为栗子// getLastPacketReceivedTimeMs 方法中获取链接时间的实际方法public long getIdleFor() { return this.lastQueryFinishedTime == 0 " />0 : System.currentTimeMillis() - this.lastQueryFinishedTime; }// com.mysql.cj.NativeSession#execSQLpublic <T extends Resultset> T execSQL(Query callingQuery, String query, int maxRows, NativePacketPayload packet, boolean streamResults,ProtocolEntityFactory<T, NativePacketPayload> resultSetFactory, ColumnDefinition cachedMetadata, boolean isBatch) {long queryStartTime = this.gatherPerfMetrics.getValue() ? System.currentTimeMillis() : 0;int endOfQueryPacketPosition = packet != null ? packet.getPosition() : 0;this.lastQueryFinishedTime = 0; // we're busy!if (this.autoReconnect.getValue() && (getServerSession().isAutoCommit() || this.autoReconnectForPools.getValue()) && this.needsPing && !isBatch) {try {ping(false, 0);this.needsPing = false;} catch (Exception Ex) {invokeReconnectListeners();}}try {return packet == null? ((NativeProtocol) this.protocol).sendQueryString(callingQuery, query, this.characterEncoding.getValue(), maxRows, streamResults,cachedMetadata, resultSetFactory): ((NativeProtocol) this.protocol).sendQueryPacket(callingQuery, packet, maxRows, streamResults, cachedMetadata, resultSetFactory);} catch (CJException sqlE) {if (getPropertySet().getBooleanProperty(PropertyKey.dumpQueriesOnException).getValue()) {String extractedSql = NativePacketPayload.extractSqlFromPacket(query, packet, endOfQueryPacketPosition,getPropertySet().getIntegerProperty(PropertyKey.maxQuerySizeToLog).getValue());StringBuilder messageBuf = new StringBuilder(extractedSql.length() + 32);messageBuf.append("\n\nQuery being executed when exception was thrown:\n");messageBuf.append(extractedSql);messageBuf.append("\n\n");sqlE.appendMessage(messageBuf.toString());}if ((this.autoReconnect.getValue())) {if (sqlE instanceof CJCommunicationsException) {// IO may be dirty or damaged beyond repair, force close it.this.protocol.getSocketConnection().forceClose();}this.needsPing = true;} else if (sqlE instanceof CJCommunicationsException) {invokeCleanupListeners(sqlE);}throw sqlE;} catch (Throwable ex) {if (this.autoReconnect.getValue()) {if (ex instanceof IOException) {// IO may be dirty or damaged beyond repair, force close it.this.protocol.getSocketConnection().forceClose();} else if (ex instanceof IOException) {invokeCleanupListeners(ex);}this.needsPing = true;}throw ExceptionFactory.createException(ex.getMessage(), ex, this.exceptionInterceptor);} finally {// 需要开启数据库连接的jdbc参数 maintainTimeStats=trueif (this.maintainTimeStats.getValue()) {// 连接的最后查询时间被更新this.lastQueryFinishedTime = System.currentTimeMillis();}if (this.gatherPerfMetrics.getValue()) {((NativeProtocol) this.protocol).getMetricsHolder().registerQueryExecutionTime(System.currentTimeMillis() - queryStartTime);}}}
解决
通过源码分析,就大致清楚问题的原因。
druid会从数据库获取一批连接持有在本地,以便快速使用。
为了检查连接的可用(如连接超时被数据库回收了,网络异常等),所以当开启testOnBorrow
开关后,会在客户端从druid获取连接时进行闲置连接检查。
而闲置检查时比较连接当前时间与最后一次执行sql的时间的差值。
我们的服务在启动时没有进行数据查询,并且连接保活维持是通过ping的方式,所以当启动时间超过之前设置的15s后,再使用最开始池化的数据库借入
连接时检测不过而抛出文章开头的异常信息。
我们可以通过调大闲置连接剔除时间和保活时间,让连接闲置能够撑过服务启动的无数据查询时间。
此外,如果服务的活跃情况很低,也就是执行sql的频率很低,可以设置环境变量druid.mysql.usePingMethod
为false
,让druid以执行SELECT 1
sql的方式来保活连接,如此就会顺带刷新getLastPacketReceivedTimeMs
属性。
// com.alibaba.druid.pool.vendor.MySqlValidConnectionChecker#configFromPropertiespublic void configFromProperties(Properties properties) {if (properties == null) {return;}String property = properties.getProperty("druid.mysql.usePingMethod");if ("true".equals(property)) {setUsePingMethod(true);} else if ("false".equals(property)) {setUsePingMethod(false);}}
当然通过源码还有其他方式,可以自行发现。
spring:datasource:druid:# 让底层的jdbc维护连接的状态的时间url: jdck:mysql://xxx?maintainTimeStats=true# 连接闲置剔除时间time-between-eviction-runs-millis: 300000# 必须大于 time-between-eviction-runs-millis 时间keep-alive-between-time-millis: 450000
// 启动代码添加系统属性// 或者通过 -Ddruid.mysql.usePingMethod=false 的命令参数// 或者通过环境变量public static void main(String[] args) {Properties properties = System.getProperties();// 用 select 1 替换 ping 来检测连接保活properties.setProperty("druid.mysql.usePingMethod", "false");SpringApplication.run(App.class, args);}