文章目录

  • 例子
  • 执行invoker.invoke处理流程
  • **MockClusterInvoker:** 首先会走到这个类中,因为没有mock,所以直接向下走。
  • **AbstractCluster:** 这里会添加一个ClusterInterceptor拦截器,在调用前后做一些处理,这个不细说。
  • **ClusterInterceptor:** 调用拦截器,在拦截器的`intercept`方法中会执行`AbstractClusterInvoker#invoke`方法。
  • **AbstractClusterInvoker**
  • **FailoverClusterInvoker#doInvoke**
  • **DubboInvoker#doInvoke方法:** 敲重点,最终会通过该方法完成远程调用以及异步调用结果的封装
  • **AsyncToSyncInvoker#invoke获取RPC调用结果**
  • **AsyncRpcResult#get调用结果:** 通过CompletableFuture的get方法获取RPC调用的结果。
  • 总结


例子

    示例中通过Spring上下文获取到了DemoService实例,在上篇文章Dubbo Consumer引用服务中我们已经了解引用服务,创建invoker,创建代理对象的流程,这里的DemoService实例就是创建的代理对象,然后通过代理对象调用sayHello方法。

public class DubboConsumer {

    public static void main(String[] args) {
        ClassPathXmlApplicationContext context = new ClassPathXmlApplicationContext("spring/dubbo-demo-consumer.xml");
        context.start();
        DemoService demoService = context.getBean("demoService", DemoService.class);
        String hello = demoService.sayHello("world");
        System.out.println(hello);
    }
}

    DubboInvokerInvocationHandler实现了InvocationHandler接口,并且重写了invoke方法,当调用sayHello方法实际上就会调用到InvokerInvocationHandlerinvoke方法。代码如下:

public class InvokerInvocationHandler implements InvocationHandler {
    private static final Logger logger = LoggerFactory.getLogger(InvokerInvocationHandler.class);
    private final Invoker<?> invoker;
    private ConsumerModel consumerModel;

    public InvokerInvocationHandler(Invoker<?> handler) {
        this.invoker = handler;
        String serviceKey = invoker.getUrl().getServiceKey();
        if (serviceKey != null) {
            this.consumerModel = ApplicationModel.getConsumerModel(serviceKey);
        }
    }

    @Override
    public Object invoke(Object proxy, Method method, Object[] args) throws Throwable {
        if (method.getDeclaringClass() == Object.class) {
            return method.invoke(invoker, args);
        }
        String methodName = method.getName();
        Class<?>[] parameterTypes = method.getParameterTypes();
        // 如果没有参数走下边逻辑,会判断是否是toString,hashCode,equals,$destroy等方法,这里sayHello跳过
        if (parameterTypes.length == 0) {
            if ("toString".equals(methodName)) {
                return invoker.toString();
            } else if ("$destroy".equals(methodName)) {
                invoker.destroy();
                return null;
            } else if ("hashCode".equals(methodName)) {
                return invoker.hashCode();
            }
        } else if (parameterTypes.length == 1 && "equals".equals(methodName)) {
            return invoker.equals(args[0]);
        }
        // 创建RpcInvocation实例
        RpcInvocation rpcInvocation = new RpcInvocation(method, invoker.getInterface().getName(), args);
        // serviceKey 这里是 org.apache.dubbo.samples.serialization.api.DemoService
        String serviceKey = invoker.getUrl().getServiceKey();
        rpcInvocation.setTargetServiceUniqueName(serviceKey);
      
        if (consumerModel != null) {
            rpcInvocation.put(Constants.CONSUMER_MODEL, consumerModel);
            rpcInvocation.put(Constants.METHOD_MODEL, consumerModel.getMethodModel(method));
        }

        return invoker.invoke(rpcInvocation).recreate();
    }
}

    这里的代理proxy包含了在服务注册,订阅阶段所产生的所有配置信息以及Invoker,Invoker会被装饰成调用链,proxy包含了Invoker,Directory,ConsumerModel,ReferenceConfig等等,如下图:

dubbo远程调用高并发下返回数据错乱 dubbo远程调用原理_java

执行invoker.invoke处理流程

    下面会按照代码执行流程,简单介绍一下一个请求的处理流程,所经介绍类的顺序即代表了代码所执行的流程顺序。

MockClusterInvoker: 首先会走到这个类中,因为没有mock,所以直接向下走。
AbstractCluster: 这里会添加一个ClusterInterceptor拦截器,在调用前后做一些处理,这个不细说。
@Override
        public Result invoke(Invocation invocation) throws RpcException {
            Result asyncResult;
            try {
                // 调用前
                interceptor.before(next, invocation);
                // 通过ClusterInterceptor#intercept方法执行clusterInvoker的调用,这里clusterInvoker默认的使用FailoverClusterInvoker
                asyncResult = interceptor.intercept(next, invocation);
            } catch (Exception e) {
                // onError callback
                if (interceptor instanceof ClusterInterceptor.Listener) {
                    ClusterInterceptor.Listener listener = (ClusterInterceptor.Listener) interceptor;
                    listener.onError(e, clusterInvoker, invocation);
                }
                throw e;
            } finally {
                // 调用后
                interceptor.after(next, invocation);
            }
            return asyncResult.whenCompleteWithContext((r, t) -> {
                // onResponse callback
                if (interceptor instanceof ClusterInterceptor.Listener) {
                    ClusterInterceptor.Listener listener = (ClusterInterceptor.Listener) interceptor;
                    if (t == null) {
                        listener.onMessage(r, clusterInvoker, invocation);
                    } else {
                        listener.onError(t, clusterInvoker, invocation);
                    }
                }
            });
        }
ClusterInterceptor: 调用拦截器,在拦截器的intercept方法中会执行AbstractClusterInvoker#invoke方法。
@SPI
public interface ClusterInterceptor {

    void before(AbstractClusterInvoker<?> clusterInvoker, Invocation invocation);

    void after(AbstractClusterInvoker<?> clusterInvoker, Invocation invocation);

    /**
     * Does not need to override this method, override {@link #before(AbstractClusterInvoker, Invocation)}
     * and {@link #after(AbstractClusterInvoker, Invocation)}, methods to add your own logic expected to be
     * executed before and after invoke.
     *
     * @param clusterInvoker
     * @param invocation
     * @return
     * @throws RpcException
     */
    default Result intercept(AbstractClusterInvoker<?> clusterInvoker, Invocation invocation) throws RpcException {
        // 走到AbstractClusterInvoker#invoke方法
        return clusterInvoker.invoke(invocation);
    }

    interface Listener {

        void onMessage(Result appResponse, AbstractClusterInvoker<?> clusterInvoker, Invocation invocation);

        void onError(Throwable t, AbstractClusterInvoker<?> clusterInvoker, Invocation invocation);
    }
}
AbstractClusterInvoker

    这里有负载均衡操作暂时不关心,继续调用doInvoke,实际上就是执行子类的实现,这里默认执行子类FailoverClusterInvokerdoInvoker

@Override
    public Result invoke(final Invocation invocation) throws RpcException {
        checkWhetherDestroyed();

        // binding attachments into invocation.
        Map<String, Object> contextAttachments = RpcContext.getContext().getObjectAttachments();
        if (contextAttachments != null && contextAttachments.size() != 0) {
            ((RpcInvocation) invocation).addObjectAttachments(contextAttachments);
        }

        List<Invoker<T>> invokers = list(invocation);
        LoadBalance loadbalance = initLoadBalance(invokers, invocation);
        RpcUtils.attachInvocationIdIfAsync(getUrl(), invocation);
        // 默认执行子类`FailoverClusterInvoker`的`doInvoker`。
        return doInvoke(invocation, invokers, loadbalance);
    }
FailoverClusterInvoker#doInvoke

执行流程 AbstractClusterInvoker#invoke -》 FailoverClusterInvoker#doInvoke -》 AbstractClusterInvoker#select选择一个Invoker -》 执行Invoker调用链

然后会通过装饰器模式,构造一个Invoker的调用链,最终会执行DubboInvokerdoInvoke方法;

Invoker调用链如下:

- ProtocolFilterWrapper
- - ListenerInvokerWrapper
- - - AsyncToSyncInvoker
- - - - DubboInvoker
@Override
    @SuppressWarnings({"unchecked", "rawtypes"})
    public Result doInvoke(Invocation invocation, final List<Invoker<T>> invokers, LoadBalance loadbalance) throws RpcException {
        List<Invoker<T>> copyInvokers = invokers;
        checkInvokers(copyInvokers, invocation);
        String methodName = RpcUtils.getMethodName(invocation);
        int len = getUrl().getMethodParameter(methodName, RETRIES_KEY, DEFAULT_RETRIES) + 1;
        if (len <= 0) {
            len = 1;
        }
        // retry loop.
        RpcException le = null; // last exception.
        List<Invoker<T>> invoked = new ArrayList<Invoker<T>>(copyInvokers.size()); // invoked invokers.
        Set<String> providers = new HashSet<String>(len);
        for (int i = 0; i < len; i++) {
            //Reselect before retry to avoid a change of candidate `invokers`.
            //NOTE: if `invokers` changed, then `invoked` also lose accuracy.
            if (i > 0) {
                checkWhetherDestroyed();
                copyInvokers = list(invocation);
                // check again
                checkInvokers(copyInvokers, invocation);
            }
            Invoker<T> invoker = select(loadbalance, invocation, copyInvokers, invoked);
            invoked.add(invoker);
            RpcContext.getContext().setInvokers((List) invoked);
            try {
                // 装饰器模式 装饰invoker调用链
                // - ProtocolFilterWrapper
                // - - ListenerInvokerWrapper
                // - - - AsyncToSyncInvoker
                // - - - - DubboInvoker
                Result result = invoker.invoke(invocation);
                if (le != null && logger.isWarnEnabled()) {
                    logger.warn("Although retry the method " + methodName
                            + " in the service " + getInterface().getName()
                            + " was successful by the provider " + invoker.getUrl().getAddress()
                            + ", but there have been failed providers " + providers
                            + " (" + providers.size() + "/" + copyInvokers.size()
                            + ") from the registry " + directory.getUrl().getAddress()
                            + " on the consumer " + NetUtils.getLocalHost()
                            + " using the dubbo version " + Version.getVersion() + ". Last error is: "
                            + le.getMessage(), le);
                }
                return result;
            } catch (RpcException e) {
                if (e.isBiz()) { // biz exception.
                    throw e;
                }
                le = e;
            } catch (Throwable e) {
                le = new RpcException(e.getMessage(), e);
            } finally {
                providers.add(invoker.getUrl().getAddress());
            }
        }
        throw new RpcException(le.getCode(), "Failed to invoke the method "
                + methodName + " in the service " + getInterface().getName()
                + ". Tried " + len + " times of the providers " + providers
                + " (" + providers.size() + "/" + copyInvokers.size()
                + ") from the registry " + directory.getUrl().getAddress()
                + " on the consumer " + NetUtils.getLocalHost() + " using the dubbo version "
                + Version.getVersion() + ". Last error is: "
                + le.getMessage(), le.getCause() != null ? le.getCause() : le);
    }

}
DubboInvoker#doInvoke方法: 敲重点,最终会通过该方法完成远程调用以及异步调用结果的封装
@Override
    protected Result doInvoke(final Invocation invocation) throws Throwable {
        RpcInvocation inv = (RpcInvocation) invocation;
        final String methodName = RpcUtils.getMethodName(invocation);
        inv.setAttachment(PATH_KEY, getUrl().getPath());
        inv.setAttachment(VERSION_KEY, version);

        ExchangeClient currentClient;
        // 如果clients数量是1 直接使用第一个,否则的话就取第用自增值与clients数量做取余运算个
        if (clients.length == 1) {
            currentClient = clients[0];
        } else {
            currentClient = clients[index.getAndIncrement() % clients.length];
        }
        try {
            boolean isOneway = RpcUtils.isOneway(getUrl(), invocation);
            int timeout = calculateTimeout(invocation, methodName);
            // 单向发送,不用关心返回值
            if (isOneway) {
                boolean isSent = getUrl().getMethodParameter(methodName, Constants.SENT_KEY, false);
                currentClient.send(inv, isSent);
                return AsyncRpcResult.newDefaultAsyncResult(invocation);
            } else {
                // 异步调用
                // 回调线程
                ExecutorService executor = getCallbackExecutor(getUrl(), inv);
                // 在requset中设置回调线程, 这里使用CompletableFuture 设置回调,thenApply的目的就是将异步结果拿过来,最后会将异步结果转成AppResponse
                CompletableFuture<AppResponse> appResponseFuture =
                        currentClient.request(inv, timeout, executor).thenApply(obj -> (AppResponse) obj);
                // save for 2.6.x compatibility, for example, TraceFilter in Zipkin uses com.alibaba.xxx.FutureAdapter
                // 这里会讲 CompletableFuture封装成FutureAdapter,并且绑定到FutureContext的futureTL中
                FutureContext.getContext().setCompatibleFuture(appResponseFuture);
                AsyncRpcResult result = new AsyncRpcResult(appResponseFuture, inv);
                result.setExecutor(executor);
                return result;
            }
        } catch (TimeoutException e) {
            throw new RpcException(RpcException.TIMEOUT_EXCEPTION, "Invoke remote method timeout. method: " + invocation.getMethodName() + ", provider: " + getUrl() + ", cause: " + e.getMessage(), e);
        } catch (RemotingException e) {
            throw new RpcException(RpcException.NETWORK_EXCEPTION, "Failed to invoke remote method: " + invocation.getMethodName() + ", provider: " + getUrl() + ", cause: " + e.getMessage(), e);
        }
    }
AsyncToSyncInvoker#invoke获取RPC调用结果
@Override
    public Result invoke(Invocation invocation) throws RpcException {
        Result asyncResult = invoker.invoke(invocation);

        try {
            if (InvokeMode.SYNC == ((RpcInvocation) invocation).getInvokeMode()) {
                /**
                 * NOTICE!
                 * must call {@link java.util.concurrent.CompletableFuture#get(long, TimeUnit)} because
                 * {@link java.util.concurrent.CompletableFuture#get()} was proved to have serious performance drop.
                 */
                 // 获取调用结果
                asyncResult.get(Integer.MAX_VALUE, TimeUnit.MILLISECONDS);
            }
        } catch (InterruptedException e) {
            throw new RpcException("Interrupted unexpectedly while waiting for remote result to return!  method: " +
                    invocation.getMethodName() + ", provider: " + getUrl() + ", cause: " + e.getMessage(), e);
        } catch (ExecutionException e) {
            Throwable t = e.getCause();
            if (t instanceof TimeoutException) {
                throw new RpcException(RpcException.TIMEOUT_EXCEPTION, "Invoke remote method timeout. method: " +
                        invocation.getMethodName() + ", provider: " + getUrl() + ", cause: " + e.getMessage(), e);
            } else if (t instanceof RemotingException) {
                throw new RpcException(RpcException.NETWORK_EXCEPTION, "Failed to invoke remote method: " +
                        invocation.getMethodName() + ", provider: " + getUrl() + ", cause: " + e.getMessage(), e);
            } else {
                throw new RpcException(RpcException.UNKNOWN_EXCEPTION, "Fail to invoke remote method: " +
                        invocation.getMethodName() + ", provider: " + getUrl() + ", cause: " + e.getMessage(), e);
            }
        } catch (Throwable e) {
            throw new RpcException(e.getMessage(), e);
        }
        return asyncResult;
    }
AsyncRpcResult#get调用结果: 通过CompletableFuture的get方法获取RPC调用的结果。
@Override
    public Result get(long timeout, TimeUnit unit) throws InterruptedException, ExecutionException, TimeoutException {
        if (executor != null && executor instanceof ThreadlessExecutor) {
            ThreadlessExecutor threadlessExecutor = (ThreadlessExecutor) executor;
            threadlessExecutor.waitAndDrain();
        }
        return responseFuture.get(timeout, unit);
    }

总结

    Dubbo通过代理对象以及Invoker实现了远程调用,Dubbo实现了InvocationHandler接口重写了invoke方法,在调用代理对象方法时会调用invoke,远程调用分为oneWay(单向)和异步/同步;单向发送不关心发送结果,发送请求后就直接返回,异步/同步发送需要处理结果,通过Future的get取响应结果;Dubbo提供了远程调用的容错处理,包括调用策略,路由,负载均衡等