HSF Serialize response error on provider side

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简介: 项目组的应用在HSF Consumer调用HSF Provider时遇到异常。问题源于HSF Provider端序列化响应数据时发生的错误,具体为`com.taobao.hsf.com.caucho.hessian.io.ContextSerializerFactory.getCustomSerializer`方法中的`Class.forName`调用抛出了`NullPointerException`。通过Arthas工具的`watch`命令监控并分析异常堆栈,发现异常发生在尝试获取自定义序列化器的过程中。

问题描述

项目组某应用在HSF Consumer调用HSF Provider的时候,在HSF Consumer端收到了如下异常信息:

01 2024-08-09 09:13:48.553 ERROR [http-bio-8080-exec-132:t.hsf] [f947c77c-999e-4219-9dd6-44b0c6577b51] [] [] RPC invoke Service[xx.xx.xx.xx.xx.xx.xx.xx:1.0.0.daily]#[xx]occur exception:
target server address:[hsf://xxx.xx.xx.xx:12200?_p=hessian2&APP=0af06301-e0db-4066-a5e9-8ec42f9c6969&st=xx-xx-xx-xx-a&_ENV=DEFAULT&v=2.0&_TIMEOUT=3000&id=81241a9f-f8a0-4a8e-a5d8-4921cc7895b0&_TID=46cb6ab7-5ea5-4606-a293-78d9c2a67eee&_CONNECTTIMEOUT=1000&_SERIALIZETYPE=hessian&ig=default&_auth=y]
TraceId=0a048cf417231660282283137e1a25, RpcId=0.1.2
com.taobao.hsf.exception.HSFException: 84
error message : Serialize response error on provider side.Please make sure your DO is serializable and your dependency is latest.
  at com.taobao.hsf.invocation.AsyncToSyncInvocationHandler.judgeException(AsyncToSyncInvocationHandler.java:387)
  at com.taobao.hsf.invocation.AsyncToSyncInvocationHandler.getRPCResult(AsyncToSyncInvocationHandler.java:290)
  at com.taobao.hsf.invocation.AsyncToSyncInvocationHandler.invokeType(AsyncToSyncInvocationHandler.java:238)
  at com.taobao.hsf.invocation.AsyncToSyncInvocationHandler.invoke(AsyncToSyncInvocationHandler.java:52)
  at com.taobao.hsf.profiler.ProfilerSyncInvocationHandler.invoke(ProfilerSyncInvocationHandler.java:35)
  at com.taobao.hsf.rpc.client.ErrorLogSyncInvocationHandler.invoke(ErrorLogSyncInvocationHandler.java:47)
  at com.taobao.hsf2dubbo.DubboClientFilterSyncInvocationHandlerInterceptor.invoke(DubboClientFilterSyncInvocationHandlerInterceptor.java:56)
  at com.taobao.hsf.rpc.client.ClientConcurrencyLimiter.invoke(ClientConcurrencyLimiter.java:41)
  at com.taobao.hsf.InvocationUtil.invoke(InvocationUtil.java:51)
  at com.taobao.hsf.proxy.ProxyInvocationHandler.invoke(ProxyInvocationHandler.java:31)
  at com.taobao.hsf.proxy.JdkProxyFactory$JdkProxyInvocationHandler.invoke(JdkProxyFactory.java:99)
  at com.sun.proxy.$Proxy177.recommenLessPriceCar(Unknown Source)
  at xx.xx.xx.xx.xx.xx.xx.xx.xx(xx.java:992)
  at sun.reflect.GeneratedMethodAccessor6394.invoke(Unknown Source)
  at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
  at java.lang.reflect.Method.invoke(Method.java:497)
  at org.springframework.web.method.support.InvocableHandlerMethod.doInvoke(InvocableHandlerMethod.java:221)
  at org.springframework.web.method.support.InvocableHandlerMethod.invokeForRequest(InvocableHandlerMethod.java:136)
  at org.springframework.web.servlet.mvc.method.annotation.ServletInvocableHandlerMethod.invokeAndHandle(ServletInvocableHandlerMethod.java:114)
  at org.springframework.web.servlet.mvc.method.annotation.RequestMappingHandlerAdapter.invokeHandlerMethod(RequestMappingHandlerAdapter.java:827)
  at org.springframework.web.servlet.mvc.method.annotation.RequestMappingHandlerAdapter.handleInternal(RequestMappingHandlerAdapter.java:738)
  at org.springframework.web.servlet.mvc.method.AbstractHandlerMethodAdapter.handle(AbstractHandlerMethodAdapter.java:85)
  at org.springframework.web.servlet.DispatcherServlet.doDispatch(DispatcherServlet.java:963)
  at org.springframework.web.servlet.DispatcherServlet.doService(DispatcherServlet.java:897)
  at org.springframework.web.servlet.FrameworkServlet.processRequest(FrameworkServlet.java:970)
  at org.springframework.web.servlet.FrameworkServlet.doGet(FrameworkServlet.java:861)
  at javax.servlet.http.HttpServlet.service(HttpServlet.java:621)
  at org.springframework.web.servlet.FrameworkServlet.service(FrameworkServlet.java:846)
  at javax.servlet.http.HttpServlet.service(HttpServlet.java:728)
  at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:303)
  at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:208)
  at com.opensymphony.sitemesh.webapp.SiteMeshFilter.obtainContent(SiteMeshFilter.java:129)
  at com.opensymphony.sitemesh.webapp.SiteMeshFilter.doFilter(SiteMeshFilter.java:77)
  at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:241)
  at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:208)
  at org.apache.shiro.web.servlet.ProxiedFilterChain.doFilter(ProxiedFilterChain.java:61)
  at org.apache.shiro.web.servlet.AdviceFilter.executeChain(AdviceFilter.java:108)


问题分析

通过线程栈,首先看一下栈顶相关类的实现:

private void judgeException(HSFResponse hsfResp, int timeout) {
    if (hsfResp.isError()) {
      if (ResponseStatus.CLIENT_TIMEOUT == hsfResp.getStatus())
        throw new HSFTimeOutException(getErrorLog(hsfResp.getErrorMsg()), String.valueOf(timeout)); 
      if (hsfResp.getAppResponse() instanceof Throwable)
        throw new HSFException(hsfResp.getErrorMsg(), (Throwable)hsfResp.getAppResponse()); 
      throw new HSFException(String.valueOf(hsfResp.getStatus().getCode()), hsfResp.getErrorMsg());
    } 
  }

其中错误码:84和error message是从hsfResp中获取的,接着看一下ResponseStatus定义:

SERVER_GETCODER(10, "server send coders"),
  OK(20, "HSF Provider process succeed."),
  CLIENT_TIMEOUT(30, "client timeout"),
  SERVER_TIMEOUT(31, "server timeout"),
  CLIENT_WRITE_ERROR(32, "client write error"),
  BAD_REQUEST(40, "bad request"),
  BAD_RESPONSE(50, "Some unknown exception happened in hsf provider during process IO protocol.Please check hsf.log in provider's machine."),
  SERVICE_NOT_FOUND(60, "service not found"),
  METHOD_NOT_FOUND(61, "method not found"),
  HTTP_INTERCEPTOR_NOT_FOUND(62, "HSF http cannot find a interceptor to process this request"),
  TOP_SERVICE_TRANSFORMER_NOT_FOUND(63, "Top transformer not found"),
  TOP_TRANSFORMER_ERROR(64, "exception happened in top transformer"),
  SERVICE_ERROR(70, "HSF Provider catch some exception when invoke biz method."),
  SERVER_ERROR(80, "server error"),
  THREADPOOL_BUSY(81, "Provider's HSF thread pool is full."),
  COMM_ERROR(82, "Communication error"),
  UNKNOWN_CODE(83, "Unknown code"),
  SERVER_SERIALIZE_ERROR(84, "Deserialize request error on provider side.Please make sure the arguments of request are serializable and your dependency is latest"),
  PERMISSION_VERIFY_REJECT(85, "HSF Provider reject your request because spas verify your permission failed."),
  UNIT_VERIFY_REJECT(86, "HSF Provider reject your request because of wrong target unit."),
  TPS_VERIFY_REJECT(87, "HSF Provider reject your request because of exceeding tps limit."),
  SERVER_CLOSING(88, "server will close soon"),
  CLIENT_ERROR(90, "client error"),
  UNKNOWN_ERROR(91, "Some unknown exception happened in hsf provider.Please check hsf.log in provider's machine."),
  WHITELIST_VERIFY_REJECT(92, "HSF Provider reject your request because of the consumer is not in whitelist."),
  CLIENT_DESERIALIZE_ERROR(100, "server send coders"),
  REGION_VERIFY_REJECT(101, "HSF Provider reject your request because of wrong target region."),
  FILTER_EXCEPTION(102, "HSF Filter exception");

其中84状态码对应的message与响应的不一致,接着看看服务端是如何处理响应的:

public ResponsePacket serverCreate(RPCResult rpcResult, Stream serverStream) {
    byte[] bodyBytes;
    long requestId = rpcResult.getResponseContext().getRequestId();
    byte serializeType = rpcResult.getResponseContext().getSerializeType();
    Serializer serializer = SerializerSelector.getInstance().select(serializeType);
    byte[] responseMapBody = null;
    byte status = rpcResult.getHsfResponse().getStatus().getCode();
    try {
      if (rpcResult.isError()) {
        if (rpcResult.getErrorMsg() != null) {
          bodyBytes = rpcResult.getErrorMsg().getBytes(RemotingConstants.DEFAULT_CHARSET);
        } else {
          bodyBytes = "unknown error".getBytes(RemotingConstants.DEFAULT_CHARSET);
        } 
      } else {
        if (status == ResponseStatus.SERVICE_ERROR.getCode())
          status = ResponseStatus.OK.getCode(); 
        bodyBytes = serializer.serialize(rpcResult.getAppResponse(), serverStream);
      } 
      if (rpcResult.getResponseContext().isResponseAttachmentSupported()) {
        Map responseAttachmentMap = rpcResult.getAttachments();
        if (responseAttachmentMap != null && !responseAttachmentMap.isEmpty())
          responseMapBody = serializer.serialize(rpcResult.getAttachments(), serverStream); 
      } 
    } catch (Exception e) {
      String errorMsg = "Serialize response error on provider side.Please make sure your DO is serializable and your dependency is latest.";
      String errorCodeStr = LoggerHelper.getErrorCodeStr("HSF", "HSF-0037", "BIZ", errorMsg);
      log.error("HSF-0037", errorCodeStr + serverStream, e);
      bodyBytes = errorMsg.getBytes(RemotingConstants.DEFAULT_CHARSET);
      status = ResponseStatus.SERVER_SERIALIZE_ERROR.getCode();
    } 
    return (ResponsePacket)new HSFResponsePacket(requestId, serializeType, status, bodyBytes, responseMapBody);
  }

从以上代码可知,在HSF Provider序列化响应的时候,出现了异常,最终将异常信息返回给了HSF Consumer。

为了监控服务端发生了什么异常,可以通过arthas watch命令来分析:

watch com.taobao.hsf.serialize.hessian2.Hessian2Serializer serialize "{throwExp,params[0]}" -e -x 3 > /home/admin/tools/exp1.txt &

通过分析,异常发生在调用com.taobao.hsf.com.caucho.hessian.io.ContextSerializerFactory.getCustomSerializer,接下来可以通过arthas watch该方法进行分析:

watch com.taobao.hsf.com.caucho.hessian.io.ContextSerializerFactory getCustomSerializer "{throwExp,params[0]}" -e -x 3 > /home/admin/tools/exp2.txt &

通过watch,抓取到的信息如下:

method=com.taobao.hsf.com.caucho.hessian.io.ContextSerializerFactory.getCustomSerializer location=AtExceptionExit
ts=2024-08-12 13:10:23; [cost=29.631753ms] result=@ArrayList[
    com.taobao.hsf.com.caucho.hessian.HessianException: java.lang.NullPointerException
        at com.taobao.hsf.com.caucho.hessian.io.ContextSerializerFactory.getCustomSerializer(ContextSerializerFactory.java:201)
        at com.taobao.hsf.com.caucho.hessian.io.SerializerFactory.loadSerializer(SerializerFactory.java:292)
        at com.taobao.hsf.com.caucho.hessian.io.SerializerFactory.getSerializer(SerializerFactory.java:242)
        at com.taobao.hsf.com.caucho.hessian.io.SerializerFactory.getObjectSerializer(SerializerFactory.java:215)
        at com.taobao.hsf.com.caucho.hessian.io.Hessian2Output.writeObject(Hessian2Output.java:418)
        at com.taobao.hsf.com.caucho.hessian.io.CollectionSerializer.writeObject(CollectionSerializer.java:102)
        at com.taobao.hsf.com.caucho.hessian.io.Hessian2Output.writeObject(Hessian2Output.java:421)
        at com.taobao.hsf.com.caucho.hessian.io.MapSerializer.writeObject(MapSerializer.java:100)
        at com.taobao.hsf.com.caucho.hessian.io.Hessian2Output.writeObject(Hessian2Output.java:421)
        at com.taobao.hsf.serialize.hessian2.Hessian2Serializer.serialize(Hessian2Serializer.java:39)
        at com.taobao.hsf.io.remoting.hsf.HSFPacketFactory.serverCreate(HSFPacketFactory.java:145)
        at com.taobao.hsf.io.stream.AbstractStream.write(AbstractStream.java:102)
        at com.taobao.hsf.io.RpcOutput.flush(RpcOutput.java:38)
        at com.taobao.hsf.remoting.provider.ProviderProcessor$OutputCallback.operationComplete(ProviderProcessor.java:172)
        at com.taobao.hsf.remoting.provider.ProviderProcessor$OutputCallback.operationComplete(ProviderProcessor.java:147)
        at com.taobao.hsf.util.concurrent.AbstractListener.run(AbstractListener.java:18)
        at com.taobao.hsf.invocation.AbstractContextAwareRPCCallback.access$001(AbstractContextAwareRPCCallback.java:12)
        at com.taobao.hsf.invocation.AbstractContextAwareRPCCallback$1.run(AbstractContextAwareRPCCallback.java:27)
        at com.taobao.hsf.util.concurrent.WrappedListener.run(WrappedListener.java:34)
        at com.taobao.hsf.invocation.AbstractContextAwareRPCCallback.run(AbstractContextAwareRPCCallback.java:36)
        at com.google.common.util.concurrent.MoreExecutors$DirectExecutor.execute(MoreExecutors.java:456)
        at com.google.common.util.concurrent.AbstractFuture.executeListener(AbstractFuture.java:817)
        at com.google.common.util.concurrent.AbstractFuture.addListener(AbstractFuture.java:595)
        at com.taobao.hsf.util.concurrent.DefaultListenableFuture.addListener(DefaultListenableFuture.java:32)
        at com.taobao.hsf.remoting.provider.ProviderProcessor.handleRequest(ProviderProcessor.java:72)
        at com.taobao.hsf.io.remoting.hsf.message.HSFServerHandler$1.run(HSFServerHandler.java:189)
        at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
        at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
        at java.lang.Thread.run(Thread.java:745)
Caused by: java.lang.NullPointerException
,
    @Class[
        ANNOTATION=@Integer[8192],
        ENUM=@Integer[16384],
        SYNTHETIC=@Integer[4096],
        cachedConstructor=null,
        newInstanceCallerCache=null,
        name=@String[xx.xx.xx.xx.xx.xx.xx.xx],
        allPermDomain=@ProtectionDomain[
            codesource=null,
            classloader=null,
            principals=@Principal[][isEmpty=true;size=0],
            permissions=@Permissions[java.security.Permissions@7b6bdca4 (
 ("java.security.AllPermission" "<all permissions>" "<all actions>")
)
],
            hasAllPerm=@Boolean[true],
            staticPermissions=@Boolean[true],
            key=@Key[java.security.ProtectionDomain$Key@8cd49e],
            debug=null,
        ],
        useCaches=@Boolean[true],
        reflectionData=@SoftReference[
            clock=@Long[151555156332],
            timestamp=@Long[151555156332],
            referent=@ReflectionData[java.lang.Class$ReflectionData@6882ecdf],
            queue=@Null[java.lang.ref.ReferenceQueue$Null@2a4b46b1],
            next=null,
            discovered=null,
            lock=@Lock[java.lang.ref.Reference$Lock@12928257],
            pending=null,
        ],
        classRedefinedCount=@Integer[0],
        genericInfo=@ClassRepository[
            NONE=@ClassRepository[sun.reflect.generics.repository.ClassRepository@663b63b1],
            superclass=null,
            superInterfaces=null,
            typeParams=null,
            factory=null,
            tree=@ClassSignature[sun.reflect.generics.tree.ClassSignature@685833e7],
        ],
        serialVersionUID=@Long[3206093459760846163],
        serialPersistentFields=@ObjectStreamField[][isEmpty=true;size=0],
        reflectionFactory=@ReflectionFactory[
            initted=@Boolean[true],
            reflectionFactoryAccessPerm=@RuntimePermission[("java.lang.RuntimePermission" "reflectionFactoryAccess")],
            soleInstance=@ReflectionFactory[sun.reflect.ReflectionFactory@7009fb06],
            langReflectAccess=@ReflectAccess[java.lang.reflect.ReflectAccess@480cc99e],
            noInflation=@Boolean[false],
            inflationThreshold=@Integer[15],
        ],
        initted=@Boolean[true],
        enumConstants=null,
        enumConstantDirectory=null,
        annotationData=@AnnotationData[
            annotations=@EmptyMap[isEmpty=true;size=0],
            declaredAnnotations=@EmptyMap[isEmpty=true;size=0],
            redefinedCount=@Integer[0],
        ],
        annotationType=null,
        classValueMap=null,
    ],
]

接下来看看com.taobao.hsf.com.caucho.hessian.io.ContextSerializerFactory.getCustomSerializer的代码:

public Serializer getCustomSerializer(Class cl) {
    Serializer serializer = this._customSerializerMap.get(cl.getName());
    if (serializer == AbstractSerializer.NULL)
      return null; 
    if (serializer != null)
      return serializer; 
    try {
      Class<?> serClass = Class.forName(cl.getName() + "HessianSerializer", false, cl.getClassLoader());
      Serializer ser = (Serializer)serClass.newInstance();
      this._customSerializerMap.put(cl.getName(), ser);
      return ser;
    } catch (ClassNotFoundException e) {
      log.log(Level.ALL, e.toString(), e);
    } catch (Exception e) {
      throw new HessianException(e);
    } 
    this._customSerializerMap.put(cl.getName(), AbstractSerializer.NULL);
    return null;
  }

从arthas抓取的数据分析,该方法中在加载类的时候应该会抛出ClassNotFoundException,结果抛出了NullPointerException。

接下来需要思考如何复现异常及定位try...catch块中哪行代码导致了NullPointerException异常,我们可以在arthas中添加一个自定义的Command来实现,避免对程序的影响。代码如下:

@Name("hessian")
@Summary("HSF Hessian Test")
@Description(Constants.EXAMPLE +
        "  hessian cn.chinapost.jdpt.tms.api.transport.dto.ContractCollectVolumnCapacity \n" +
        Constants.WIKI + Constants.WIKI_HOME + "hessian")
public class HSFHessianCommand extends AnnotatedCommand {
    private static final Logger logger = LoggerFactory.getLogger(HSFHessianCommand.class);
    private String classPattern;
    @Argument(argName = "class-pattern", index = 0)
    @Description("Class name pattern, use either '.' or '/' as separator")
    public void setClassPattern(String classPattern) {
        this.classPattern = classPattern;
    }
    @Override
    public void process(final CommandProcess process) {
        RowAffect affect = new RowAffect();
        Instrumentation inst = process.session().getInstrumentation();
        String cp = "com.taobao.hsf.com.caucho.hessian.io.ContextSerializerFactory";
        boolean isRegEx = false;
        String hashCode = null;
        List<Class<?>> matchedClasses = new ArrayList<Class<?>>(SearchUtils.searchClass(inst, cp, isRegEx, hashCode));
        Class contextSerializerFactoryCls = matchedClasses.get(0);
        logger.info(contextSerializerFactoryCls + ",classLoader is " + contextSerializerFactoryCls.getClassLoader());
        matchedClasses = new ArrayList<Class<?>>(SearchUtils.searchClass(inst, classPattern, isRegEx, hashCode));
        Class ccvcCls = matchedClasses.get(0);
        ClassLoader ccvcCll = ccvcCls.getClassLoader();
        logger.info(ccvcCls + ",classLoader is " + ccvcCll);
        Object contextSerializserFactory = null;
        try {
            contextSerializserFactory = MethodUtils.invokeStaticMethod(contextSerializerFactoryCls,"create",ccvcCll);
            Object serializer = MethodUtils.invokeMethod(contextSerializserFactory,"getCustomSerializer",ccvcCls);
            logger.info("=========== serializer " + serializer);
        }catch (Exception e){
            logger.error("ContextSerializserFactory.getCustomSerializer",e);
        }
        Class<?> serClass = null;
        String clsName = ccvcCls.getName() + "HessianSerializer";
        try{
            serClass = Class.forName(clsName, false, ccvcCll);
        }catch (ClassNotFoundException e){
            logger.error( "1_" + clsName,e);
        } catch (NullPointerException e){
            logger.error("1_" + clsName,e);
        } catch (Exception e){
            logger.error("1_" + clsName,e);
        }
        if(serClass != null){
            try{
                Object ser = serClass.newInstance();
                logger.info( clsName + " instance is " + ser);
            }catch (Exception e){
                logger.error("newInstance error",e);
            }
        }
        affect.rCnt(matchedClasses.size());
        process.appendResult(new RowAffectModel(affect));
        process.end();
    }
    @Override
    public void complete(Completion completion) {
        if (!CompletionUtils.completeClassName(completion)) {
            super.complete(completion);
        }
    }
}

通过以上代码:

  • 可以复现线上的空指针问题
  • 可以确定是Class.forName抛出了空指针

为什么Class.forName会抛出空指针呢?Class.forName是通过native方式实现的,代码主要分布在Class.c、jvm.cpp、systemDictionary.cpp、classLoader.cpp中,也没分析出造成空指针的原因。

怀疑是不是该台机器JVM环境有问题,于是在该应用的其他机器上执行以上代码,结果抛出的是ClassNotFoundException。

总结

  • 通过arthas定位出出现异常的方法
  • 通过定制arthas Command定位出出现异常的具体代码

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