【Netty】学习NioEventLoop

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简介

Netty框架的主要线程就是I/O线程，线程模型的设计决定了系统的吞吐量、并发性和安全性等架构质量属性。所以了解一下NioEventLoop。

Reactor线程模型

基本上所有的网络处理程序都有以下基本的处理过程: Read request Decode request Process service Encode reply Send reply

Reactor单线程模型

这是最简单的单Reactor线程模型，它负责多路分离套接字，Accept新连接，并分派请求到处理器链中。该模型适用于处理器链中业务处理组件能快速完成的场景。但这种模型并不能充分利用多核资源，实际使用少。

Reactor多线程模型

相比上一种模型，该模型在处理器链部分采用了多线程（线程池），也就是后端程序常见的模型。但Reactor仍为单个线程。

Reactor主从模型

主从Reactor多线程：多个acceptor的NIO线程池用于接受客户端的连接。将Reactor分成两部分，mainReactor负责监听Server socket，accpet新连接，并将简历的socket分派给subReactor。subReactor负责多路分离已连接的socket，读写网络数据，将业务处理功能扔给worker线程池完成。通常subReactor个数上与CPU个数等同。

以上就是对Reactor线程模型的学习。更加详细可以参考 Doug Lea大神 的PPT gee.cs.oswego.edu/dl/cpjslide…

Netty的线程模型

netty的线程模型是可以通过设置启动类的参数来配置的，设置不同的启动参数，netty支持Reactor单线程模型、多线程模型和主从Reactor多线程模型。

Boss线程池职责如下： （1）接收客户端的连接，初始化Channel参数 （2）将链路状态变更时间通知给ChannelPipeline

worker线程池作用是： （1）异步读取通信对端的数据报，发送读事件到ChannelPipeline （2）异步发送消息到通信对端，调用ChannelPipeline的消息发送接口 （3）执行系统调用Task; （4）执行定时任务Task；

通过配置boss和worker线程池的线程个数以及是否共享线程池等方式，netty的线程模型可以在单线程、多线程、主从线程之间切换。

为了提升性能，netty在很多地方都进行了无锁设计。比如在IO线程内部进行串行操作，避免多线程竞争造成的性能问题。表面上似乎串行化设计似乎CPU利用率不高，但是通过调整NIO线程池的线程参数，可以同时启动多个串行化的线程并行运行，这种 局部无锁串行 线程设计性能更优。

NioEventLoop源码分析

基于Netty4.1.36

问题： 1.默认情况下，netty服务端起多少线程？何时启动？ 2.Netty是如何解决jdk空轮询bug的？ 3.Netty如何保证异步串行无锁化？

NioEventLoop创建流程

大致来说，从new NioEventLoopGroup()入手，然后到MultithreadEventLoopGroup的构造中明确的写明了默认为CPU的2倍的线程，接着new ThreadPerTaskExecutor()[线程创建器]，然后就是一个死循环newChild()构造NioEventLoop，最后就是newChooser()[线程选择器]为后面的启动和执行做准备。

NioEventLoop启动流程和执行逻辑

NioEventLoop启动从客户端bind()入手，然后跟踪到doBind0()，接着到SingleThreadEventExecutor中execute(),该方法主要是添加任务addTask(task)和运行线程startThread()，然后在startThread()-->doStartThread()-->SingleThreadEventExecutor.this.run();开始执行NioEventLoop运行逻辑。

NioEventLoop启动后主要的工作

1.select() -- 检测IO事件，轮询注册到selector上面的io事件 2.processSelectedKeys() -- 处理io事件 3.runAllTasks() -- 处理外部线程扔到TaskQueue里面的任务

1.select() -- 检测IO事件

检测IO事件主要有三个部分：

deadline以及任务穿插逻辑处理：计算本次执行select截止时间(根据NioEventLoop当时是否有定时任务处理)以及判断在select的时候是否有任务要处理。

阻塞式select：未到截止时间或者任务队列为空进行一次阻塞式select操作

避免JDK空轮询的Bug：判断这次select操作是否阻塞timeoutMillis时间,未阻塞timeoutMillis时间表示触发JDK空轮询;判断触发JDK空轮询的次数是否超过阈值,达到阈值调用rebuildSelector()方法替换原来的selector操作方式避免下次JDK空轮询继续发生

private void select(boolean oldWakenUp) throws IOException {
        Selector selector = this.selector;
        try {
            int selectCnt = 0;
            long currentTimeNanos = System.nanoTime();
            long selectDeadLineNanos = currentTimeNanos + delayNanos(currentTimeNanos);

            for (;;) {
                
                /** 1.deadline以及任务穿插逻辑处理-- 开始**/
                long timeoutMillis = (selectDeadLineNanos - currentTimeNanos + 500000L) / 1000000L;
                if (timeoutMillis <= 0) {
                    if (selectCnt == 0) {
                        selector.selectNow();
                        selectCnt = 1;
                    }
                    break;
                }
               

                // If a task was submitted when wakenUp value was true, the task didn't get a chance to call
                // Selector#wakeup. So we need to check task queue again before executing select operation.
                // If we don't, the task might be pended until select operation was timed out.
                // It might be pended until idle timeout if IdleStateHandler existed in pipeline.
                if (hasTasks() && wakenUp.compareAndSet(false, true)) {
                    selector.selectNow();
                    selectCnt = 1;
                    break;
                }
                  /** 1.deadline以及任务穿插逻辑处理-- 结束**/
                  /**2.阻塞select--开始**/
                int selectedKeys = selector.select(timeoutMillis);
                selectCnt ++;
               /**2.阻塞select--结束**/
                if (selectedKeys != 0 || oldWakenUp || wakenUp.get() || hasTasks() || hasScheduledTasks()) {
                    // - Selected something,
                    // - waken up by user, or
                    // - the task queue has a pending task.
                    // - a scheduled task is ready for processing
                    break;
                }
                if (Thread.interrupted()) {
                    // Thread was interrupted so reset selected keys and break so we not run into a busy loop.
                    // As this is most likely a bug in the handler of the user or it's client library we will
                    // also log it.
                    //
                    // See https://github.com/netty/netty/issues/2426
                    if (logger.isDebugEnabled()) {
                        logger.debug("Selector.select() returned prematurely because " +
                                "Thread.currentThread().interrupt() was called. Use " +
                                "NioEventLoop.shutdownGracefully() to shutdown the NioEventLoop.");
                    }
                    selectCnt = 1;
                    break;
                }
                 /**3.避免jdk空轮询的bug -- 开始 **/
                long time = System.nanoTime();
                if (time - TimeUnit.MILLISECONDS.toNanos(timeoutMillis) >= currentTimeNanos) {
                    // timeoutMillis elapsed without anything selected.
                    selectCnt = 1;
                } else if (SELECTOR_AUTO_REBUILD_THRESHOLD > 0 &&
                        selectCnt >= SELECTOR_AUTO_REBUILD_THRESHOLD) {
                    // The code exists in an extra method to ensure the method is not too big to inline as this
                    // branch is not very likely to get hit very frequently.
                    selector = selectRebuildSelector(selectCnt);
                    selectCnt = 1;
                    break;
                }

                currentTimeNanos = time;
            }
            /**3.避免jdk空轮询的bug -- 结束**/
            if (selectCnt > MIN_PREMATURE_SELECTOR_RETURNS) {
                if (logger.isDebugEnabled()) {
                    logger.debug("Selector.select() returned prematurely {} times in a row for Selector {}.",
                            selectCnt - 1, selector);
                }
            }
        } catch (CancelledKeyException e) {
            if (logger.isDebugEnabled()) {
                logger.debug(CancelledKeyException.class.getSimpleName() + " raised by a Selector {} - JDK bug?",
                        selector, e);
            }
            // Harmless exception - log anyway
        }
    }
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2. processSelectedKeys()-- 处理IO事件

selected keySet优化

select操作每次把已就绪状态的io事件添加到底层HashSet(时间复杂度为O(n))数据结构,通过反射方式将HashSet替换成数组的实现.

NioEventLoop.openSelector()

private SelectorTuple openSelector() {
        final Selector unwrappedSelector;
        try {
            unwrappedSelector = provider.openSelector();
        } catch (IOException e) {
            throw new ChannelException("failed to open a new selector", e);
        }

        if (DISABLE_KEY_SET_OPTIMIZATION) {
            return new SelectorTuple(unwrappedSelector);
        }

        Object maybeSelectorImplClass = AccessController.doPrivileged(new PrivilegedAction<Object>() {
            @Override
            public Object run() {
                try {
                    return Class.forName(
                            "sun.nio.ch.SelectorImpl",
                            false,
                            PlatformDependent.getSystemClassLoader());
                } catch (Throwable cause) {
                    return cause;
                }
            }
        });

        if (!(maybeSelectorImplClass instanceof Class) ||
            // ensure the current selector implementation is what we can instrument.
            !((Class<?>) maybeSelectorImplClass).isAssignableFrom(unwrappedSelector.getClass())) {
            if (maybeSelectorImplClass instanceof Throwable) {
                Throwable t = (Throwable) maybeSelectorImplClass;
                logger.trace("failed to instrument a special java.util.Set into: {}", unwrappedSelector, t);
            }
            return new SelectorTuple(unwrappedSelector);
        }

        final Class<?> selectorImplClass = (Class<?>) maybeSelectorImplClass;
        final SelectedSelectionKeySet selectedKeySet = new SelectedSelectionKeySet();

        Object maybeException = AccessController.doPrivileged(new PrivilegedAction<Object>() {
            @Override
            public Object run() {
                try {
                    Field selectedKeysField = selectorImplClass.getDeclaredField("selectedKeys");
                    Field publicSelectedKeysField = selectorImplClass.getDeclaredField("publicSelectedKeys");

                    if (PlatformDependent.javaVersion() >= 9 && PlatformDependent.hasUnsafe()) {
                        // Let us try to use sun.misc.Unsafe to replace the SelectionKeySet.
                        // This allows us to also do this in Java9+ without any extra flags.
                        long selectedKeysFieldOffset = PlatformDependent.objectFieldOffset(selectedKeysField);
                        long publicSelectedKeysFieldOffset =
                                PlatformDependent.objectFieldOffset(publicSelectedKeysField);

                        if (selectedKeysFieldOffset != -1 && publicSelectedKeysFieldOffset != -1) {
                            PlatformDependent.putObject(
                                    unwrappedSelector, selectedKeysFieldOffset, selectedKeySet);
                            PlatformDependent.putObject(
                                    unwrappedSelector, publicSelectedKeysFieldOffset, selectedKeySet);
                            return null;
                        }
                        // We could not retrieve the offset, lets try reflection as last-resort.
                    }

                    Throwable cause = ReflectionUtil.trySetAccessible(selectedKeysField, true);
                    if (cause != null) {
                        return cause;
                    }
                    cause = ReflectionUtil.trySetAccessible(publicSelectedKeysField, true);
                    if (cause != null) {
                        return cause;
                    }

                    selectedKeysField.set(unwrappedSelector, selectedKeySet);
                    publicSelectedKeysField.set(unwrappedSelector, selectedKeySet);
                    return null;
                } catch (NoSuchFieldException e) {
                    return e;
                } catch (IllegalAccessException e) {
                    return e;
                }
            }
        });

        if (maybeException instanceof Exception) {
            selectedKeys = null;
            Exception e = (Exception) maybeException;
            logger.trace("failed to instrument a special java.util.Set into: {}", unwrappedSelector, e);
            return new SelectorTuple(unwrappedSelector);
        }
        selectedKeys = selectedKeySet;
        logger.trace("instrumented a special java.util.Set into: {}", unwrappedSelector);
        return new SelectorTuple(unwrappedSelector,
                                 new SelectedSelectionKeySetSelector(unwrappedSelector, selectedKeySet));
    }
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processSelectedKeysOptimized()

遍历SelectionKey数组获取SelectionKey的attachment即NioChannel; SelectionKey合法获取SelectionKey的io事件进行事件处理

NioEventLoop.processSelectedKeysOptimized()

private void processSelectedKeysOptimized() {
        for (int i = 0; i < selectedKeys.size; ++i) {
            final SelectionKey k = selectedKeys.keys[i];
            // null out entry in the array to allow to have it GC'ed once the Channel close
            // See https://github.com/netty/netty/issues/2363
            selectedKeys.keys[i] = null;

            final Object a = k.attachment();

            if (a instanceof AbstractNioChannel) {
                processSelectedKey(k, (AbstractNioChannel) a);
            } else {
                @SuppressWarnings("unchecked")
                NioTask<SelectableChannel> task = (NioTask<SelectableChannel>) a;
                processSelectedKey(k, task);
            }

            if (needsToSelectAgain) {
                // null out entries in the array to allow to have it GC'ed once the Channel close
                // See https://github.com/netty/netty/issues/2363
                selectedKeys.reset(i + 1);

                selectAgain();
                i = -1;
            }
        } 
    }
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3. runAllTasks()

Task的分类和添加

MpscQueue创建NioEventLoop构造,外部线程使用addTask()方法添加task; ScheduledTaskQueue调用schedule()封装ScheduledFutureTask添加到普通任务队列

普通任务Task

SingleThreadEventExecutor.execute()-->addTask()

protected void addTask(Runnable task) {
        if (task == null) {
            throw new NullPointerException("task");
        }
        if (!offerTask(task)) {
            reject(task);
        }
    }
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定时任务Task

将线程外的任务是通过加入队列实现，从而保证了线程安全。

AbstractScheduledEventExecutor.schedule() -->ScheduledFuture

<V> ScheduledFuture<V> schedule(final ScheduledFutureTask<V> task) {
        if (inEventLoop()) {
            scheduledTaskQueue().add(task);
        } else {
            execute(new Runnable() {
                @Override
                public void run() {
                    scheduledTaskQueue().add(task);
                }
            });
        }

        return task;
    }
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任务的聚合

将定时任务队列任务聚合到普通任务队列

SingleThreadEventExecutor.fetchFromScheduledTaskQueue()

private boolean fetchFromScheduledTaskQueue() {
        long nanoTime = AbstractScheduledEventExecutor.nanoTime();
        Runnable scheduledTask  = pollScheduledTask(nanoTime);
        while (scheduledTask != null) {
            if (!taskQueue.offer(scheduledTask)) {
                // No space left in the task queue add it back to the scheduledTaskQueue so we pick it up again.
                scheduledTaskQueue().add((ScheduledFutureTask<?>) scheduledTask);
                return false;
            }
            scheduledTask  = pollScheduledTask(nanoTime);
        }
        return true;
    }
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ScheduledFutureTask中可以看到任务Task是先按照截止时间排序，然后按照id进行 排序 的。

public int compareTo(Delayed o) {
        if (this == o) {
            return 0;
        }

        ScheduledFutureTask<?> that = (ScheduledFutureTask<?>) o;
        long d = deadlineNanos() - that.deadlineNanos();
        if (d < 0) {
            return -1;
        } else if (d > 0) {
            return 1;
        } else if (id < that.id) {
            return -1;
        } else if (id == that.id) {
            throw new Error();
        } else {
            return 1;
        }
    }
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任务的执行

获取普通任务队列待执行任务,使用safeExecute()方法执行任务，每次当累计任务数量达到64判断当前时间是否超过截止时间中断执行后续任务

NioEventLoop.runAllTasks()

protected boolean runAllTasks(long timeoutNanos) {
        fetchFromScheduledTaskQueue();
        Runnable task = pollTask();
        if (task == null) {
            afterRunningAllTasks();
            return false;
        }

        final long deadline = ScheduledFutureTask.nanoTime() + timeoutNanos;
        long runTasks = 0;
        long lastExecutionTime;
        for (;;) {
            safeExecute(task);

            runTasks ++;

            // Check timeout every 64 tasks because nanoTime() is relatively expensive.
            // XXX: Hard-coded value - will make it configurable if it is really a problem.
            if ((runTasks & 0x3F) == 0) {
                lastExecutionTime = ScheduledFutureTask.nanoTime();
                if (lastExecutionTime >= deadline) {
                    break;
                }
            }

            task = pollTask();
            if (task == null) {
                lastExecutionTime = ScheduledFutureTask.nanoTime();
                break;
            }
        }

        afterRunningAllTasks();
        this.lastExecutionTime = lastExecutionTime;
        return true;
    }
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总结

主要学习了NioEventLoop的基本知识，如果有更多知识欢迎各位分享，我还是个小菜鸟。

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