Cos*_*tar 6 java spring-jdbc amazon-redshift spring-boot spring-async
我正在使用Spring @EnableAsync和@Async注释构建一个多线程的Spring Boot应用程序.当我使用单个线程(CorePoolSize 1,MaxPoolSize 1)运行应用程序时,一切都按预期工作.当我将池大小增加到1以上似乎是随机出现时,我得到java.sql.SQLNonTransientException:[Amazon] JDBC并非所有参数都已填充.调用Amazon AWS Redshift数据库时出错.
在ServiceProcessBean.java中,我自动连接了我的ProcessService类(要完成的线程工作)和ShipmentDAO,它加载了一个由ProcessService.process()方法处理的装运ID列表,代码如下.
@Component
public class ShipmentBatchBean {
private Logger logger = LoggerFactory.getLogger(this.getClass());
@Autowired
private ShipmentDAO shipmentDAO;
@Autowired
private ProcessService processService;
@Scheduled(
initialDelayString = "${executor.delay.initial}",
fixedDelayString = "${executor.delay.fixed}"
)
public void cronJob() throws InterruptedException, ExecutionException {
List<CompletableFuture<Boolean>> asyncResponse = new ArrayList<>();
logger.info("Starting cronJob() method");
try {
List<String> shipments = shipmentDAO.getAllShipmentsReadyForIeta();
logger.info("There are {} shipments to be processed in the data store",
shipments.size());
for(String shipment : shipments) {
asyncResponse.add(processService.process(shipment));
}
} catch (Exception ex) {
logger.error(ex.getMessage());
ex.printStackTrace();
}
CompletableFuture.allOf(asyncResponse.toArray(
new CompletableFuture[asyncResponse.size()]
)).join();
logger.info("Ending cronJob() method");
}
}
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最后,在ProcessService中,我们自动连接多个存储库和JSON服务,并使用@Async注释开始process()方法.请参阅下面的代码snipplet.
@Service
public class ProcessServiceBean implements ProcessService {
private Logger logger = LoggerFactory.getLogger(getClass());
@Autowired
private ShipmentDAO shipmentDAO;
@Autowired
private OssItemDAO ossItemDAO;
@Autowired
private OssHeaderDAO ossHeaderDAO;
@Autowired
private OssDataJsonServiceBean ossDataJsonServiceBean;
@Override
@Async
public CompletableFuture<Boolean> process(String shipmentId) {
Shipment shipment = null;
logger.debug("Retrieving from ieta_input (shipment id {})",
shipmentId);
try {
shipment = shipmentDAO.getOneBy(shipmentId);
} catch (SQLException e) {
logger.error("process of shipment {}) ended in error",
shipmentId,
};
return CompletableFuture.completedFuture(false);
}
code snipped for brevity.
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最后在ShipmentDAO中,我们使用getOneBy()方法返回所请求的货件记录.
@Override
public Shipment getOneBy(String shipmentId) throws SQLException {
Shipment shipment = null;
Connection conn = null;
String sql = "SELECT * FROM myschema.tablename WHERE shipmentid = ? LIMIT 1";
try {
conn = dataSource.getConnection();
PreparedStatement ps = conn.prepareStatement(sql);
ps.setString(1, shipmentId);
ResultSet rs = ps.executeQuery();
if(rs.next()) {
shipment = new Shipment(
rs.getLong("rowid"),
rs.getString("shipmentid"),
...
rs.getString("more_info_here")
);
}
ps.close();
} catch(SQLException e) {
logger.error("ShipmentDAO.getOneBy() failed: {}",
e.getMessage());
e.printStackTrace();
throw e;
} finally {
if(conn != null) {
try {
conn.close();
} catch (SQLException se) { }
}
}
return shipment;
}
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我已经联系了AWS,他们的知识库中只有两个实例,其中报告了此错误,只有"用户代码问题"才是解决方案.
我没有看到任何明确的线程安全问题,但它的行为与此类似,因为只有一个线程被触发并且每个货件都是串行处理时代码才能完美运行.
有没有人看到明显的问题或需要更多信息?任何帮助赞赏.
Stacktrace如下:
2018-Oct-22 15:57:30.960 ERROR- [shipment-executor-8] [Amazon][JDBC](10900) Not all parameters have been populated.
org.springframework.dao.InvalidDataAccessResourceUsageException: could not extract ResultSet; SQL [n/a]; nested exception is org.hibernate.exception.SQLGrammarException: could not extract ResultSet
at org.springframework.orm.jpa.vendor.HibernateJpaDialect.convertHibernateAccessException(HibernateJpaDialect.java:261)
at org.springframework.orm.jpa.vendor.HibernateJpaDialect.translateExceptionIfPossible(HibernateJpaDialect.java:244)
at org.springframework.orm.jpa.AbstractEntityManagerFactoryBean.translateExceptionIfPossible(AbstractEntityManagerFactoryBean.java:503)
at org.springframework.dao.support.ChainedPersistenceExceptionTranslator.translateExceptionIfPossible(ChainedPersistenceExceptionTranslator.java:59)
at org.springframework.dao.support.DataAccessUtils.translateIfNecessary(DataAccessUtils.java:209)
at org.springframework.dao.support.PersistenceExceptionTranslationInterceptor.invoke(PersistenceExceptionTranslationInterceptor.java:147)
at org.springframework.aop.framework.ReflectiveMethodInvocation.proceed(ReflectiveMethodInvocation.java:179)
at org.springframework.data.jpa.repository.support.CrudMethodMetadataPostProcessor$CrudMethodMetadataPopulatingMethodInterceptor.invoke(CrudMethodMetadataPostProcessor.java:133)
at org.springframework.aop.framework.ReflectiveMethodInvocation.proceed(ReflectiveMethodInvocation.java:179)
at org.springframework.aop.interceptor.ExposeInvocationInterceptor.invoke(ExposeInvocationInterceptor.java:92)
at org.springframework.aop.framework.ReflectiveMethodInvocation.proceed(ReflectiveMethodInvocation.java:179)
at org.springframework.data.repository.core.support.SurroundingTransactionDetectorMethodInterceptor.invoke(SurroundingTransactionDetectorMethodInterceptor.java:57)
at org.springframework.aop.framework.ReflectiveMethodInvocation.proceed(ReflectiveMethodInvocation.java:179)
at org.springframework.aop.framework.JdkDynamicAopProxy.invoke(JdkDynamicAopProxy.java:213)
at com.sun.proxy.$Proxy91.getFirstByFactDeliveryNumberIsOrSapDeliveryNumberIs(Unknown Source)
at com.accenture.service.ProcessServiceBean.process(ProcessServiceBean.java:91)
at com.accenture.service.ProcessServiceBean$$FastClassBySpringCGLIB$$45e1a1ec.invoke(<generated>)
at org.springframework.cglib.proxy.MethodProxy.invoke(MethodProxy.java:204)
at org.springframework.aop.framework.CglibAopProxy$CglibMethodInvocation.invokeJoinpoint(CglibAopProxy.java:738)
at org.springframework.aop.framework.ReflectiveMethodInvocation.proceed(ReflectiveMethodInvocation.java:157)
at org.springframework.transaction.interceptor.TransactionInterceptor$1.proceedWithInvocation(TransactionInterceptor.java:99)
at org.springframework.transaction.interceptor.TransactionAspectSupport.invokeWithinTransaction(TransactionAspectSupport.java:282)
at org.springframework.transaction.interceptor.TransactionInterceptor.invoke(TransactionInterceptor.java:96)
at org.springframework.aop.framework.ReflectiveMethodInvocation.proceed(ReflectiveMethodInvocation.java:179)
at org.springframework.aop.interceptor.AsyncExecutionInterceptor$1.call(AsyncExecutionInterceptor.java:115)
at org.springframework.aop.interceptor.AsyncExecutionAspectSupport$CompletableFutureDelegate$1.get(AsyncExecutionAspectSupport.java:328)
at java.util.concurrent.CompletableFuture$AsyncSupply.run(CompletableFuture.java:1590)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at java.lang.Thread.run(Thread.java:748)
Caused by: org.hibernate.exception.SQLGrammarException: could not extract ResultSet
at org.hibernate.exception.internal.SQLStateConversionDelegate.convert(SQLStateConversionDelegate.java:106)
at org.hibernate.exception.internal.StandardSQLExceptionConverter.convert(StandardSQLExceptionConverter.java:42)
at org.hibernate.engine.jdbc.spi.SqlExceptionHelper.convert(SqlExceptionHelper.java:109)
at org.hibernate.engine.jdbc.spi.SqlExceptionHelper.convert(SqlExceptionHelper.java:95)
at org.hibernate.engine.jdbc.internal.ResultSetReturnImpl.extract(ResultSetReturnImpl.java:79)
at org.hibernate.loader.Loader.getResultSet(Loader.java:2117)
at org.hibernate.loader.Loader.executeQueryStatement(Loader.java:1900)
at org.hibernate.loader.Loader.executeQueryStatement(Loader.java:1876)
at org.hibernate.loader.Loader.doQuery(Loader.java:919)
at org.hibernate.loader.Loader.doQueryAndInitializeNonLazyCollections(Loader.java:336)
at org.hibernate.loader.Loader.doList(Loader.java:2617)
at org.hibernate.loader.Loader.doList(Loader.java:2600)
at org.hibernate.loader.Loader.listIgnoreQueryCache(Loader.java:2429)
at org.hibernate.loader.Loader.list(Loader.java:2424)
at org.hibernate.loader.hql.QueryLoader.list(QueryLoader.java:501)
at org.hibernate.hql.internal.ast.QueryTranslatorImpl.list(QueryTranslatorImpl.java:371)
at org.hibernate.engine.query.spi.HQLQueryPlan.performList(HQLQueryPlan.java:216)
at org.hibernate.internal.SessionImpl.list(SessionImpl.java:1326)
at org.hibernate.internal.QueryImpl.list(QueryImpl.java:87)
at org.hibernate.jpa.internal.QueryImpl.list(QueryImpl.java:606)
at org.hibernate.jpa.internal.QueryImpl.getSingleResult(QueryImpl.java:529)
at org.hibernate.jpa.criteria.compile.CriteriaQueryTypeQueryAdapter.getSingleResult(CriteriaQueryTypeQueryAdapter.java:54)
at org.springframework.data.jpa.repository.query.JpaQueryExecution$SingleEntityExecution.doExecute(JpaQueryExecution.java:208)
at org.springframework.data.jpa.repository.query.JpaQueryExecution.execute(JpaQueryExecution.java:87)
at org.springframework.data.jpa.repository.query.AbstractJpaQuery.doExecute(AbstractJpaQuery.java:116)
at org.springframework.data.jpa.repository.query.AbstractJpaQuery.execute(AbstractJpaQuery.java:106)
at org.springframework.data.repository.core.support.RepositoryFactorySupport$QueryExecutorMethodInterceptor.doInvoke(RepositoryFactorySupport.java:499)
at org.springframework.data.repository.core.support.RepositoryFactorySupport$QueryExecutorMethodInterceptor.invoke(RepositoryFactorySupport.java:477)
at org.springframework.aop.framework.ReflectiveMethodInvocation.proceed(ReflectiveMethodInvocation.java:179)
at org.springframework.data.projection.DefaultMethodInvokingMethodInterceptor.invoke(DefaultMethodInvokingMethodInterceptor.java:56)
at org.springframework.aop.framework.ReflectiveMethodInvocation.proceed(ReflectiveMethodInvocation.java:179)
at org.springframework.transaction.interceptor.TransactionInterceptor$1.proceedWithInvocation(TransactionInterceptor.java:99)
at org.springframework.transaction.interceptor.TransactionAspectSupport.invokeWithinTransaction(TransactionAspectSupport.java:282)
at org.springframework.transaction.interceptor.TransactionInterceptor.invoke(TransactionInterceptor.java:96)
at org.springframework.aop.framework.ReflectiveMethodInvocation.proceed(ReflectiveMethodInvocation.java:179)
at org.springframework.dao.support.PersistenceExceptionTranslationInterceptor.invoke(PersistenceExceptionTranslationInterceptor.java:136)
... 24 more
Caused by: java.sql.SQLNonTransientException: [Amazon][JDBC](10900) Not all parameters have been populated.
at com.amazon.exceptions.ExceptionConverter.toSQLException(Unknown Source)
at com.amazon.jdbc.common.SPreparedStatement.executeQuery(Unknown Source)
at sun.reflect.GeneratedMethodAccessor79.invoke(Unknown Source)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at org.apache.tomcat.jdbc.pool.StatementFacade$StatementProxy.invoke(StatementFacade.java:114)
at com.sun.proxy.$Proxy101.executeQuery(Unknown Source)
at org.hibernate.engine.jdbc.internal.ResultSetReturnImpl.extract(ResultSetReturnImpl.java:70)
... 55 more
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Cos*_*tar 12
我们终于有了决心!经过一系列艰苦的测试后,它发现JDBC驱动程序不是线程安全的.我们遇到了许多版本的redshift-jdbc41和redshift-jdbc42驱动程序的问题,并最终解决了一个<version>1.2.10.1009</version>
不再抛出错误并同时处理多个线程的问题.如果您打开了亚马逊支持的故障单,您可以将它们引用到案例ID 5466870321,我们提供了所有必要的详细信息,以便他们确认问题出在驱动程序本身中.
正如代码tachyon所指出的(感谢您的输入),问题似乎确实存在于JDBC驱动程序的预准备语句功能中,因此我们没有看到数据库本身存在任何数据损坏,因为它们在请求之前仍然存在转发给Redshift.
最后,我非常惊讶亚马逊发布了相当多的JDBC驱动程序版本,我们在1.2.10.1009之后测试的所有内容都包含这个线程安全问题,但是亚马逊并不知道它并且没有单个堆栈溢出或其他Google搜索,除了这篇文章之外,它将此问题显示为一个问题.
我希望这可以帮助找到多线程应用程序的其他人无法正常工作.
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