• 源码分析之AsyncTask


    AsyncTask在Android中是很常用的异步线程,那么AsyncTask和Thread有什么区别呢?这里将从源码角度深入理解AsyncTask的设计和工作原理,这里的AsyncTask基于SDK-25

    分析知识准备

    首先我们来看一个生产者与消费者模型的例子

    public class ThreadTest {
    
        //产品
        static class ProductObject{
            public volatile static String value; //volatile线程操作变量可见
        }
        
        //生产者线程
        static class Producer extends Thread{
            Object lock;
            public Producer(Object lock) {
                this.lock = lock;
            }
            @Override
            public void run() {
                while(true){
                    synchronized (lock) {
                        if(ProductObject.value != null){
                            try {
                                lock.wait(); //产品还没有被消费,等待
                            } catch (InterruptedException e) {
                                e.printStackTrace();
                            }
                        }
                        ProductObject.value = "NO:"+System.currentTimeMillis();
                        System.out.println("生产产品:"+ProductObject.value);
                        lock.notify(); //生产完成,通知消费者消费
                    }
                }
            }
        }
    
        //消费者线程
        static class Consumer extends Thread{
            Object lock;
            public Consumer(Object lock) {
                this.lock = lock;
            }
            @Override
            public void run() {
                while(true){
                    synchronized (lock) {
                        if(ProductObject.value == null){
                            try {
                                lock.wait(); //等待,阻塞
                            } catch (InterruptedException e) {
                                e.printStackTrace();
                            }
                        }
                        System.out.println("消费产品:"+ProductObject.value);
                        ProductObject.value = null;
                        lock.notify(); //消费完成,通知生产者,继续生产
                    }
                }
            }
        }
    
        
        public static void main(String[] args) {
            Object lock = new Object();
            new Producer(lock).start();
            new Consumer(lock).start();
        }
    }

    上面的例子关键点在于两个,其一是 volatile,使得线程间可见,第二个点在于互斥锁,这样就可以使得有商品的时候就要通知消费者消费,同时 wait,那么消费者收到消息开始消费,消费完毕通知生产者继续生产,从而不断生产,这样比轮询方式更加节省资源

    在了解完上面的例子以后,我们就可以着手分析AsyncTask的源代码了

    首先,我们在AsyncTask首先看其构造方法

    private final WorkerRunnable<Params, Result> mWorker;
    private final FutureTask<Result> mFuture;
    ···
    public AsyncTask() {
        mWorker = new WorkerRunnable<Params, Result>() {
            public Result call() throws Exception {
                mTaskInvoked.set(true);
                Result result = null;
                try {
                    Process.setThreadPriority(Process.THREAD_PRIORITY_BACKGROUND);
                    //noinspection unchecked
                    result = doInBackground(mParams);
                    Binder.flushPendingCommands();
                } catch (Throwable tr) {
                    mCancelled.set(true);
                    throw tr;
                } finally {
                    postResult(result);
                }
                return result;
            }
        };
    
        mFuture = new FutureTask<Result>(mWorker) {
            @Override
            protected void done() {
                try {
                    postResultIfNotInvoked(get());
                } catch (InterruptedException e) {
                    android.util.Log.w(LOG_TAG, e);
                } catch (ExecutionException e) {
                    throw new RuntimeException("An error occurred while executing doInBackground()",
                            e.getCause());
                } catch (CancellationException e) {
                    postResultIfNotInvoked(null);
                }
            }
        };
    }

    这里首先给WorkerRunnableFuture进行了初始化,那么为何要初始化这两个变量呢?

    这里就要说到常用的两个方法了,doInBackground(),这个方法是在子线程里面完成的,另一个方法就是onPostExecute(),而这个方法是存在于主线程的,那么也就是说子线程执行完将执行的结果传递到了主线程中,实现了线程间的通信,那么最关键的问题来了,这个通信是怎么实现的呢?
    通常在子线程中执行的任务,是没有返回结果的,例如Runnable的源代码如下,就没有返回结果

    public interface Runnable {
        /**
         * When an object implementing interface <code>Runnable</code> is used
         * to create a thread, starting the thread causes the object's
         * <code>run</code> method to be called in that separately executing
         * thread.
         * <p>
         * The general contract of the method <code>run</code> is that it may
         * take any action whatsoever.
         *
         * @see     java.lang.Thread#run()
         */
        public abstract void run();
    }

    那么,要怎么才能得到返回值呢,这里首先想到的就是Callable接口,那么再看看Callable的源代码

    @FunctionalInterface
    public interface Callable<V> {
        /**
         * Computes a result, or throws an exception if unable to do so.
         *
         * @return computed result
         * @throws Exception if unable to compute a result
         */
        V call() throws Exception;
    }

    可以看到,这是一个泛型方法,是有返回值的,但是其本身确是不能直接执行的,需要借助其他类,接下来再看一看源代码中涉及到的Future接口

    public interface Future<V> {
    
        /**
         * Attempts to cancel execution of this task.  This attempt will
         * fail if the task has already completed, has already been cancelled,
         * or could not be cancelled for some other reason. If successful,
         * and this task has not started when {@code cancel} is called,
         * this task should never run.  If the task has already started,
         * then the {@code mayInterruptIfRunning} parameter determines
         * whether the thread executing this task should be interrupted in
         * an attempt to stop the task.
         *
         * <p>After this method returns, subsequent calls to {@link #isDone} will
         * always return {@code true}.  Subsequent calls to {@link #isCancelled}
         * will always return {@code true} if this method returned {@code true}.
         *
         * @param mayInterruptIfRunning {@code true} if the thread executing this
         * task should be interrupted; otherwise, in-progress tasks are allowed
         * to complete
         * @return {@code false} if the task could not be cancelled,
         * typically because it has already completed normally;
         * {@code true} otherwise
         */
        boolean cancel(boolean mayInterruptIfRunning);
    
        /**
         * Returns {@code true} if this task was cancelled before it completed
         * normally.
         *
         * @return {@code true} if this task was cancelled before it completed
         */
        boolean isCancelled();
    
        /**
         * Returns {@code true} if this task completed.
         *
         * Completion may be due to normal termination, an exception, or
         * cancellation -- in all of these cases, this method will return
         * {@code true}.
         *
         * @return {@code true} if this task completed
         */
        boolean isDone();
    
        /**
         * Waits if necessary for the computation to complete, and then
         * retrieves its result.
         *
         * @return the computed result
         * @throws CancellationException if the computation was cancelled
         * @throws ExecutionException if the computation threw an
         * exception
         * @throws InterruptedException if the current thread was interrupted
         * while waiting
         */
        V get() throws InterruptedException, ExecutionException;
    
        /**
         * Waits if necessary for at most the given time for the computation
         * to complete, and then retrieves its result, if available.
         *
         * @param timeout the maximum time to wait
         * @param unit the time unit of the timeout argument
         * @return the computed result
         * @throws CancellationException if the computation was cancelled
         * @throws ExecutionException if the computation threw an
         * exception
         * @throws InterruptedException if the current thread was interrupted
         * while waiting
         * @throws TimeoutException if the wait timed out
         */
        V get(long timeout, TimeUnit unit)
            throws InterruptedException, ExecutionException, TimeoutException;
    }

    Future类中,有好几个方法,而这些方法都是有返回值的,那么RunnableFutureFutureTask有什么关系呢,产看源码便可得知,FutureTask实际上是实现了RunnableFuture接口

     public class FutureTask<V> implements RunnableFuture<V>{ ··· } 

    RunnableFuture又继承了RunnableFuture

     public interface RunnableFuture<V> extends Runnable, Future<V> { void run(); } 

    那也就是说,FutureTask既可以在子线程中执行,也可以获得执行结果,下面使用一个例子来说明FutureTask

    public class FutureTest {
    
        public static void main(String[] args) {
            Task work = new Task();
            FutureTask<Integer> future = new FutureTask<Integer>(work){
                @Override
                protected void done() { //异步任务执行完成,回调
                    try {
                        System.out.println("done:" + get()); //get()获取异步任务的返回值,这是个阻塞方法
                    } catch (InterruptedException e) {
                        e.printStackTrace();
                    } catch (ExecutionException e) {
                        e.printStackTrace();
                    }
                }
            };
            //线程池(使用了预定义的配置)
            ExecutorService executor = Executors.newCachedThreadPool();
            executor.execute(future);
        }
        
        //异步任务
        static class Task implements Callable<Integer>{
    
            @Override
            public Integer call() throws Exception {//返回异步任务的执行结果
                int i = 0;
                for (; i < 10; i++) {
                    try {
                        System.out.println(Thread.currentThread().getName() + "_" + i);
                        Thread.sleep(500);
                    } catch (InterruptedException e) {
                        e.printStackTrace();
                    }
                }
                return i;
            }
        }
    }

    上面的例子可以看出,在使用了Callable的时候,需要借助FutureTask来包装,然后使用Executorexecute()方法来执行,那么是怎么得到异步任务的返回值呢,在上面的例子中,我们可以看到,其返回值的获取是通过future.get()得到的,然而这个get()方法确是被阻塞的,只有在异步任务完成的时候才能获取到其结果,那我们怎么才能知道异步任务时候执行完毕呢,这里就可以实现FutureTaskdone()方法,当异步任务执行完毕以后会回调这个方法,上述例子其实解释了AsyncTask的实现逻辑,call()方法是在子线程中完成,这也就是doInBackground()的实现,在主线程中获得结果,这是在onPostExecute()使用了get()方法,那也就是说AsyncTask就是通过这一套方法去实现的

    从这里我们可以总结出FutureTask为异步任务提供了诸多便利性,包括

    1. 获取异步任务的返回值
    2. 监听异步任务的执行情况
    3. 取消异步任务

    那么在AsyncTask中,WorkerRunnable又是啥呢,其实就是一个内部类,对Callable进行了封装

     private static abstract class WorkerRunnable<Params, Result> implements Callable<Result> { Params[] mParams; } 

    源代码分析

    有了以上知识储备,我们就可以动手分析AsyncTask源代码了
    拿到源代码,不同的人有不同的分析习惯,这里我按照我的习惯对源代码进行一次分析

    构造方法分析

    首先,因为我们分析源代码是为了更好的去使用,而使用的话,第一个关注的就应该是构造方法,回到之前的的构造方法,这里要开始对构造方法开始入手分析了

    private final WorkerRunnable<Params, Result> mWorker;
    private final FutureTask<Result> mFuture;
    private final AtomicBoolean mCancelled = new AtomicBoolean();
    private final AtomicBoolean mTaskInvoked = new AtomicBoolean();
    ···
    public AsyncTask() {
        mWorker = new WorkerRunnable<Params, Result>() {
            public Result call() throws Exception {
                //设置线程调用
                mTaskInvoked.set(true); 
                Result result = null;
                try {
                    //设置线程优先级,其给定值为10
                    Process.setThreadPriority(Process.THREAD_PRIORITY_BACKGROUND);
                    //调用doInBackground()方法得到返回值
                    result = doInBackground(mParams);
                    //将当前线程中的Binder命令发送至kernel
                    Binder.flushPendingCommands();
                } catch (Throwable tr) {
                    //发生异常则取消线程调用设置
                    mCancelled.set(true);
                    throw tr;
                } finally {
                    //执行postResult()方法
                    postResult(result);
                }
                return result;
            }
        };
    
        mFuture = new FutureTask<Result>(mWorker) {
            @Override
            protected void done() {
                try {
                    //执行postResultIfNotInvoked()方法
                    postResultIfNotInvoked(get());
                } catch (InterruptedException e) {
                    android.util.Log.w(LOG_TAG, e);
                } catch (ExecutionException e) {
                    throw new RuntimeException("An error occurred while executing doInBackground()",
                            e.getCause());
                } catch (CancellationException e) {
                    postResultIfNotInvoked(null);
                }
            }
        };
    }

    以上就是AsyncTask的构造方法了,在构造方法上有一句说明,这个构造方法必须在UI线程中创建,这一点很好理解,因为其有需要再主线程中执行的地方,后面会说到,那么这个构造方法干了什么事情呢,很简单,这里新建了两个对象,首先是WorkerRunnable,而这个WorkerRunnable则是实现自Callable接口,主要是要使用其call()方法,为了返回参数,并没有什么特别之处,再其内部则实现了call()方法,而其自生是无法执行的,需要找一个包装类,而这个包装类就是FutureTask,通过之前的分析,这里就不再多赘述关于FutureTask的东西了,这里实现了done()方法,也就是线程执行完毕调用的方法,简单点来说就是在call()方法中执行,在done()中获得执行的返回结果,上述涉及到一个内部类和三个自定义的方法,那么接下来我们看一看这个内部类和三个方法都干了啥

    构造方法中出现的内部类

    这里的WorkerRunnable,正如前面所说,这里除了实现Callable就啥也没干,还是个抽象方法,这里将实现放在了构造方法中

     private static abstract class WorkerRunnable<Params, Result> implements Callable<Result> { Params[] mParams; } 

    构造方法中调用的方法

    首先是doInBackground()方法,前面讲到,这个方法在子线程中完成,那么这里的子线程是哪个呢,其实就是WorkerThread,这个方法是一个抽象方法,放在子线程中执行,其具体实现由调用者完成

     @WorkerThread protected abstract Result doInBackground(Params... params); 

    再看postResult()方法,这里获取了一个Handler,然后发送了一个消息,这里就是子线程能够通信主线程的地方了

    private Result postResult(Result result) {
        @SuppressWarnings("unchecked")
        Message message = getHandler().obtainMessage(MESSAGE_POST_RESULT,
            new AsyncTaskResult<Result>(this, result));
        message.sendToTarget();
        return result;
    }

    那么到这里,我们关注的重点就来了,子线程是怎么告诉主线程的呢,要知道其中的原因,我们就需要去看看代码里面是怎么实现的
    我们先看发送了什么消息,也就是AsyncTaskResult里面干了啥,查看代码发现,其就是做了参数传递的任务

    @SuppressWarnings({"RawUseOfParameterizedType"})
    private static class AsyncTaskResult<Data> {
        final AsyncTask mTask;
        final Data[] mData;
        
        AsyncTaskResult(AsyncTask task, Data... data) {
            mTask = task;
            mData = data;
        }
    }

    那么接下来的重点就是getHandler()方法了,这里拿到AsyncTask.class就上了锁了,这也很好理解,不上锁其他线程走到这里会产生安全隐患,然后返回sHandler,那再继续看看InternalHandler又是个什么吧

    private static InternalHandler sHandler;
    ···
    private static Handler getHandler() {
        synchronized (AsyncTask.class) {
            if (sHandler == null) {
                sHandler = new InternalHandler();
            }
            return sHandler;
        }
    }

    这里就是了,在构造方法里面super(Looper.getMainLooper()),也就说明了这个方法是在主线程中执行的,在主线程中对Message进行处理,这里又涉及到两个方法,一个是finish(),还有一个是onProgressUpdate(),那么好吧,再去看看这两个方法在干啥

    private static final int MESSAGE_POST_RESULT = 0x1;
    private static final int MESSAGE_POST_PROGRESS = 0x2;
    ···
    private static class InternalHandler extends Handler {
        public InternalHandler() {
            super(Looper.getMainLooper());
        }
        
        @SuppressWarnings({"unchecked", "RawUseOfParameterizedType"})
        @Override
        public void handleMessage(Message msg) {
            AsyncTaskResult<?> result = (AsyncTaskResult<?>) msg.obj;
            switch (msg.what) {
                case MESSAGE_POST_RESULT:
                    // There is only one result
                    result.mTask.finish(result.mData[0]);
                    break;
                case MESSAGE_POST_PROGRESS:
                    result.mTask.onProgressUpdate(result.mData);
                    break;
            }
        }
    }

    首先是又调了isCancelled(),判断是否取消,前面构造函数的时候见过这个,这是在异常发生的时候才设置为true的,那么如果不发生异常,这里应该就是为false的,但在找源代码时发现,另一个方法也对这个参数进行了设置,那就是cancel(),所以在不发生异常和取消的时候应该是为true的,接下来是onCancelled()方法,这里是不做任何操作的,这也是主线程中的方法,还有就是onPostExecute()方法,然后会设置状态,其默认状态是PENDING

    private volatile Status mStatus = Status.PENDING;
    ···
    public enum Status {
        PENDING,
        RUNNING,
        FINISHED,
    }
    ···
    private void finish(Result result) {
        if (isCancelled()) {
            onCancelled(result);
        } else {
            onPostExecute(result);
        }
        mStatus = Status.FINISHED;
    }
    @SuppressWarnings({"UnusedDeclaration"})
    @MainThread
    protected void onPostExecute(Result result) {
    }
    
    @SuppressWarnings({"UnusedParameters"})
    @MainThread
    protected void onCancelled(Result result) {
        onCancelled();
    }    
        
    @MainThread
    protected void onCancelled() {
    }
    
    public final boolean isCancelled() {
        return mCancelled.get();
    }
    ···
    public final boolean cancel(boolean mayInterruptIfRunning) {
        mCancelled.set(true);
        return mFuture.cancel(mayInterruptIfRunning);
    }

    然后是onProgressUpdate()方法,那么这里做了啥呢,嗯~啥也没有,交给调用者在继承时可以使用

    @SuppressWarnings({"UnusedDeclaration"})
    @MainThread
    protected void onProgressUpdate(Progress... values) {
    }

    来看构造方法中涉及到的最后一个方法postResultIfNotInvoked(),这个方法又干了啥了,首先获得了mTaskInvoked的状态,整个AsyncTask只有构造方法处设置了这个值,然后判断是否执行postResult()方法

    private void postResultIfNotInvoked(Result result) {
        final boolean wasTaskInvoked = mTaskInvoked.get();
        if (!wasTaskInvoked) {
            postResult(result);
        }
    }

    至此构造方法分析完成,可以看到在构造方法中,其主要做的工作最主要的就是搭建好了子线程和主线程沟通的桥梁

    执行入口分析

    在新建AsyncTask对象以后,要执行的话,需要使用execute()去开始执行
    那么我们就从这里入手,看看其具体是怎么工作的,可以看到无论是构造方法还是启动方法,都是需要在主线程中完成的,在execute()中,做了些什么呢,在这之前我们先看看传递的sDefaultExecutor是啥

    @MainThread
    public final AsyncTask<Params, Progress, Result> execute(Params... params) {
        return executeOnExecutor(sDefaultExecutor, params);
    }

    这其实是一个线程池,任务调度的线程池,可以看到SerialExecutor实际上是实现了Executor接口,其作用就是将任务添加到双向队列,然后不断地取出执行取出执行,那么THREAD_POOL_EXECUTOR也应该是一个线程池,那这又是啥呢,去看一看这个玩意儿就是到了

    public static final Executor SERIAL_EXECUTOR = new SerialExecutor();
    private static volatile Executor sDefaultExecutor = SERIAL_EXECUTOR;
    ···
    private static class SerialExecutor implements Executor {
        //定义了一个双向队列,用来存储线程
        final ArrayDeque<Runnable> mTasks = new ArrayDeque<Runnable>();
        Runnable mActive;
    
        public synchronized void execute(final Runnable r) {
            //向队列中添加线程
            mTasks.offer(new Runnable() {
                public void run() {
                    try {
                        //线程运行
                        r.run();
                    } finally {
                        //执行scheduleNext()方法
                        scheduleNext();
                    }
                }
            });
            if (mActive == null) {
                scheduleNext();
            }
        }
    
        //从队列中取出线程并执行
        protected synchronized void scheduleNext() {
            if ((mActive = mTasks.poll()) != null) {
                THREAD_POOL_EXECUTOR.execute(mActive);
            }
        }
    }

    下列代码就是初始化了线程池的参数,指定了线程数量

    //获得可用CPU数量
    private static final int CPU_COUNT = Runtime.getRuntime().availableProcessors();
    //设置核心线程池数量其范围[2,4],无论是否使用都存在
    private static final int CORE_POOL_SIZE = Math.max(2, Math.min(CPU_COUNT - 1, 4));
    //设置最大线程数量
    private static final int MAXIMUM_POOL_SIZE = CPU_COUNT * 2 + 1;
    //设置闲置回收时间,也就是说线程在这个时间内没有活动的话,会被回收
    private static final int KEEP_ALIVE_SECONDS = 30;
    //设置线程工厂,通过这个创建线程
    private static final ThreadFactory sThreadFactory = new ThreadFactory() {
        //创建线程安全的线程个数计数器
        private final AtomicInteger mCount = new AtomicInteger(1);
    
        public Thread newThread(Runnable r) {
            return new Thread(r, "AsyncTask #" + mCount.getAndIncrement());
        }
    };
    //设置任务队列大小
    private static final BlockingQueue<Runnable> sPoolWorkQueue =
            new LinkedBlockingQueue<Runnable>(128);
    //设置线程池
    public static final Executor THREAD_POOL_EXECUTOR;
    
    //初始化线程池
    static {
        ThreadPoolExecutor threadPoolExecutor = new ThreadPoolExecutor(
                CORE_POOL_SIZE, MAXIMUM_POOL_SIZE, KEEP_ALIVE_SECONDS, TimeUnit.SECONDS,
                sPoolWorkQueue, sThreadFactory);
        //打开核心线程池的超时时间
        threadPoolExecutor.allowCoreThreadTimeOut(true);
        THREAD_POOL_EXECUTOR = threadPoolExecutor;
    }

    所以在执行scheduleNext()的时候,会将THREAD_POOL_EXECUTOR中设置好的线程全部取出来,用来执行后面的任务,其执行的任务就是execute()方法所指定的任务,在executeOnExecutor()方法中,由于前面初始化完成,这里的状态应该是PENDING,之后还设置了mWorker的参数,然后会执行线程池的方法,然后据开始执行任务了,前面没有涉及到的方法还有一个,那我们接下来看看

    @MainThread
    public final AsyncTask<Params, Progress, Result> executeOnExecutor(Executor exec,
                        Params... params) {
        if (mStatus != Status.PENDING) {
            switch (mStatus) {
                case RUNNING:
                    throw new IllegalStateException("Cannot execute task:"
                            + " the task is already running.");
                case FINISHED:
                    throw new IllegalStateException("Cannot execute task:"
                            + " the task has already been executed "
                            + "(a task can be executed only once)");
            }
        }
        mStatus = Status.RUNNING;
        onPreExecute();
        mWorker.mParams = params;
        exec.execute(mFuture);
        return this;
    }

    onPreExecute(),这个方法由调用者在继承时候能够使用

    @MainThread
    protected void onPreExecute() {
    }

    至此,AsyncTask的执行方法也分析完了,那么我们接下来看看还有什么方法没有涉及到,没有涉及到的方法都是public属性和方法

    AsyncTask的公共方法

    //这个方法设置为public,那么就意味着我们可以自定义线程池
    public static void setDefaultExecutor(Executor exec) {
        sDefaultExecutor = exec;
    }
    //这个方法意味着我们可以获得其状态,配合枚举值使用
    public enum Status {
        PENDING,
        RUNNING,
        FINISHED,
    }
    ···
    public final Status getStatus() {
        return mStatus;
    }
    //查看是非被取消
    public final boolean isCancelled() {
        return mCancelled.get();
    }
    //取消异步任务
    public final boolean cancel(boolean mayInterruptIfRunning) {
        mCancelled.set(true);
        return mFuture.cancel(mayInterruptIfRunning);
    }
    //获取返回结果,注意:这个方法是阻塞式的
    public final Result get() throws InterruptedException, ExecutionException {
        return mFuture.get();
    }
    //同上
    public final Result get(long timeout, TimeUnit unit) throws InterruptedException,
                ExecutionException, TimeoutException {
        return mFuture.get(timeout, unit);
    }
    //自定义的线程池可以从这个方法启动
    @MainThread
    public final AsyncTask<Params, Progress, Result> executeOnExecutor(Executor exec,
            Params... params) {
        if (mStatus != Status.PENDING) {
            switch (mStatus) {
                case RUNNING:
                    throw new IllegalStateException("Cannot execute task:"
                            + " the task is already running.");
                case FINISHED:
                    throw new IllegalStateException("Cannot execute task:"
                            + " the task has already been executed "
                            + "(a task can be executed only once)");
            }
        }
        mStatus = Status.RUNNING;
        onPreExecute();
        mWorker.mParams = params;
        exec.execute(mFuture);
        return this;
    }
    //使用默认线程池启动异步任务
    @MainThread
    public static void execute(Runnable runnable) {
        sDefaultExecutor.execute(runnable);
    }

    总结

    AsyncTask的实例化过程,其本质上就是实例化了一个FutureTask

    其执行过程Executor.execute(mFuture) -> SerialExecutor.mTasks(队列) -> (线程池)THREAD_POOL_EXECUTOR.execute

    线程池中的所有线程,为了执行异步任务

    如果当前线程池中的数量小于corePoolSize,创建并添加的任务
    如果当前线程池中的数量等于corePoolSize,缓冲队列workQueue未满,那么任务被放入缓冲队列、等待任务调度执行
    如果当前线程池中的数量大于corePoolSize,缓冲队列workQueue已满,并且线程池中的数量小于maximumPoolSize,新提交任务会创建新线程执行任务
    如果当前线程池中的数量大于corePoolSize,缓冲队列workQueue已满,并且线程池中的数量等于maximumPoolSize,新提交任务由Handler处理
    当线程池中的线程大于corePoolSize时,多余线程空闲时间超过keepAliveTime时,会关闭这部分线程

    线程池在添加时候是串行的,在执行任务的时候是并行的

    附录(源代码)

    package android.os;
    
    import android.annotation.MainThread;
    import android.annotation.WorkerThread;
    
    import java.util.ArrayDeque;
    import java.util.concurrent.BlockingQueue;
    import java.util.concurrent.Callable;
    import java.util.concurrent.CancellationException;
    import java.util.concurrent.Executor;
    import java.util.concurrent.ExecutionException;
    import java.util.concurrent.FutureTask;
    import java.util.concurrent.LinkedBlockingQueue;
    import java.util.concurrent.ThreadFactory;
    import java.util.concurrent.ThreadPoolExecutor;
    import java.util.concurrent.TimeUnit;
    import java.util.concurrent.TimeoutException;
    import java.util.concurrent.atomic.AtomicBoolean;
    import java.util.concurrent.atomic.AtomicInteger;
    
    /**
     * <p>AsyncTask enables proper and easy use of the UI thread. This class allows you
     * to perform background operations and publish results on the UI thread without
     * having to manipulate threads and/or handlers.</p>
     *
     * <p>AsyncTask is designed to be a helper class around {@link Thread} and {@link Handler}
     * and does not constitute a generic threading framework. AsyncTasks should ideally be
     * used for short operations (a few seconds at the most.) If you need to keep threads
     * running for long periods of time, it is highly recommended you use the various APIs
     * provided by the <code>java.util.concurrent</code> package such as {@link Executor},
     * {@link ThreadPoolExecutor} and {@link FutureTask}.</p>
     *
     * <p>An asynchronous task is defined by a computation that runs on a background thread and
     * whose result is published on the UI thread. An asynchronous task is defined by 3 generic
     * types, called <code>Params</code>, <code>Progress</code> and <code>Result</code>,
     * and 4 steps, called <code>onPreExecute</code>, <code>doInBackground</code>,
     * <code>onProgressUpdate</code> and <code>onPostExecute</code>.</p>
     *
     * <div class="special reference">
     * <h3>Developer Guides</h3>
     * <p>For more information about using tasks and threads, read the
     * <a href="{@docRoot}guide/components/processes-and-threads.html">Processes and
     * Threads</a> developer guide.</p>
     * </div>
     *
     * <h2>Usage</h2>
     * <p>AsyncTask must be subclassed to be used. The subclass will override at least
     * one method ({@link #doInBackground}), and most often will override a
     * second one ({@link #onPostExecute}.)</p>
     *
     * <p>Here is an example of subclassing:</p>
     * <pre class="prettyprint">
     * private class DownloadFilesTask extends AsyncTask&lt;URL, Integer, Long&gt; {
     *     protected Long doInBackground(URL... urls) {
     *         int count = urls.length;
     *         long totalSize = 0;
     *         for (int i = 0; i < count; i++) {
     *             totalSize += Downloader.downloadFile(urls[i]);
     *             publishProgress((int) ((i / (float) count) * 100));
     *             // Escape early if cancel() is called
     *             if (isCancelled()) break;
     *         }
     *         return totalSize;
     *     }
     *
     *     protected void onProgressUpdate(Integer... progress) {
     *         setProgressPercent(progress[0]);
     *     }
     *
     *     protected void onPostExecute(Long result) {
     *         showDialog("Downloaded " + result + " bytes");
     *     }
     * }
     * </pre>
     *
     * <p>Once created, a task is executed very simply:</p>
     * <pre class="prettyprint">
     * new DownloadFilesTask().execute(url1, url2, url3);
     * </pre>
     *
     * <h2>AsyncTask's generic types</h2>
     * <p>The three types used by an asynchronous task are the following:</p>
     * <ol>
     *     <li><code>Params</code>, the type of the parameters sent to the task upon
     *     execution.</li>
     *     <li><code>Progress</code>, the type of the progress units published during
     *     the background computation.</li>
     *     <li><code>Result</code>, the type of the result of the background
     *     computation.</li>
     * </ol>
     * <p>Not all types are always used by an asynchronous task. To mark a type as unused,
     * simply use the type {@link Void}:</p>
     * <pre>
     * private class MyTask extends AsyncTask&lt;Void, Void, Void&gt; { ... }
     * </pre>
     *
     * <h2>The 4 steps</h2>
     * <p>When an asynchronous task is executed, the task goes through 4 steps:</p>
     * <ol>
     *     <li>{@link #onPreExecute()}, invoked on the UI thread before the task
     *     is executed. This step is normally used to setup the task, for instance by
     *     showing a progress bar in the user interface.</li>
     *     <li>{@link #doInBackground}, invoked on the background thread
     *     immediately after {@link #onPreExecute()} finishes executing. This step is used
     *     to perform background computation that can take a long time. The parameters
     *     of the asynchronous task are passed to this step. The result of the computation must
     *     be returned by this step and will be passed back to the last step. This step
     *     can also use {@link #publishProgress} to publish one or more units
     *     of progress. These values are published on the UI thread, in the
     *     {@link #onProgressUpdate} step.</li>
     *     <li>{@link #onProgressUpdate}, invoked on the UI thread after a
     *     call to {@link #publishProgress}. The timing of the execution is
     *     undefined. This method is used to display any form of progress in the user
     *     interface while the background computation is still executing. For instance,
     *     it can be used to animate a progress bar or show logs in a text field.</li>
     *     <li>{@link #onPostExecute}, invoked on the UI thread after the background
     *     computation finishes. The result of the background computation is passed to
     *     this step as a parameter.</li>
     * </ol>
     * 
     * <h2>Cancelling a task</h2>
     * <p>A task can be cancelled at any time by invoking {@link #cancel(boolean)}. Invoking
     * this method will cause subsequent calls to {@link #isCancelled()} to return true.
     * After invoking this method, {@link #onCancelled(Object)}, instead of
     * {@link #onPostExecute(Object)} will be invoked after {@link #doInBackground(Object[])}
     * returns. To ensure that a task is cancelled as quickly as possible, you should always
     * check the return value of {@link #isCancelled()} periodically from
     * {@link #doInBackground(Object[])}, if possible (inside a loop for instance.)</p>
     *
     * <h2>Threading rules</h2>
     * <p>There are a few threading rules that must be followed for this class to
     * work properly:</p>
     * <ul>
     *     <li>The AsyncTask class must be loaded on the UI thread. This is done
     *     automatically as of {@link android.os.Build.VERSION_CODES#JELLY_BEAN}.</li>
     *     <li>The task instance must be created on the UI thread.</li>
     *     <li>{@link #execute} must be invoked on the UI thread.</li>
     *     <li>Do not call {@link #onPreExecute()}, {@link #onPostExecute},
     *     {@link #doInBackground}, {@link #onProgressUpdate} manually.</li>
     *     <li>The task can be executed only once (an exception will be thrown if
     *     a second execution is attempted.)</li>
     * </ul>
     *
     * <h2>Memory observability</h2>
     * <p>AsyncTask guarantees that all callback calls are synchronized in such a way that the following
     * operations are safe without explicit synchronizations.</p>
     * <ul>
     *     <li>Set member fields in the constructor or {@link #onPreExecute}, and refer to them
     *     in {@link #doInBackground}.
     *     <li>Set member fields in {@link #doInBackground}, and refer to them in
     *     {@link #onProgressUpdate} and {@link #onPostExecute}.
     * </ul>
     *
     * <h2>Order of execution</h2>
     * <p>When first introduced, AsyncTasks were executed serially on a single background
     * thread. Starting with {@link android.os.Build.VERSION_CODES#DONUT}, this was changed
     * to a pool of threads allowing multiple tasks to operate in parallel. Starting with
     * {@link android.os.Build.VERSION_CODES#HONEYCOMB}, tasks are executed on a single
     * thread to avoid common application errors caused by parallel execution.</p>
     * <p>If you truly want parallel execution, you can invoke
     * {@link #executeOnExecutor(java.util.concurrent.Executor, Object[])} with
     * {@link #THREAD_POOL_EXECUTOR}.</p>
     */
    public abstract class AsyncTask<Params, Progress, Result> {
        private static final String LOG_TAG = "AsyncTask";
    
        private static final int CPU_COUNT = Runtime.getRuntime().availableProcessors();
        // We want at least 2 threads and at most 4 threads in the core pool,
        // preferring to have 1 less than the CPU count to avoid saturating
        // the CPU with background work
        private static final int CORE_POOL_SIZE = Math.max(2, Math.min(CPU_COUNT - 1, 4));
        private static final int MAXIMUM_POOL_SIZE = CPU_COUNT * 2 + 1;
        private static final int KEEP_ALIVE_SECONDS = 30;
    
        private static final ThreadFactory sThreadFactory = new ThreadFactory() {
            private final AtomicInteger mCount = new AtomicInteger(1);
    
            public Thread newThread(Runnable r) {
                return new Thread(r, "AsyncTask #" + mCount.getAndIncrement());
            }
        };
    
        private static final BlockingQueue<Runnable> sPoolWorkQueue =
                new LinkedBlockingQueue<Runnable>(128);
    
        /**
         * An {@link Executor} that can be used to execute tasks in parallel.
         */
        public static final Executor THREAD_POOL_EXECUTOR;
    
        static {
            ThreadPoolExecutor threadPoolExecutor = new ThreadPoolExecutor(
                    CORE_POOL_SIZE, MAXIMUM_POOL_SIZE, KEEP_ALIVE_SECONDS, TimeUnit.SECONDS,
                    sPoolWorkQueue, sThreadFactory);
            threadPoolExecutor.allowCoreThreadTimeOut(true);
            THREAD_POOL_EXECUTOR = threadPoolExecutor;
        }
    
        /**
         * An {@link Executor} that executes tasks one at a time in serial
         * order.  This serialization is global to a particular process.
         */
        public static final Executor SERIAL_EXECUTOR = new SerialExecutor();
    
        private static final int MESSAGE_POST_RESULT = 0x1;
        private static final int MESSAGE_POST_PROGRESS = 0x2;
    
        private static volatile Executor sDefaultExecutor = SERIAL_EXECUTOR;
        private static InternalHandler sHandler;
    
        private final WorkerRunnable<Params, Result> mWorker;
        private final FutureTask<Result> mFuture;
    
        private volatile Status mStatus = Status.PENDING;
        
        private final AtomicBoolean mCancelled = new AtomicBoolean();
        private final AtomicBoolean mTaskInvoked = new AtomicBoolean();
    
        private static class SerialExecutor implements Executor {
            final ArrayDeque<Runnable> mTasks = new ArrayDeque<Runnable>();
            Runnable mActive;
    
            public synchronized void execute(final Runnable r) {
                mTasks.offer(new Runnable() {
                    public void run() {
                        try {
                            r.run();
                        } finally {
                            scheduleNext();
                        }
                    }
                });
                if (mActive == null) {
                    scheduleNext();
                }
            }
    
            protected synchronized void scheduleNext() {
                if ((mActive = mTasks.poll()) != null) {
                    THREAD_POOL_EXECUTOR.execute(mActive);
                }
            }
        }
    
        /**
         * Indicates the current status of the task. Each status will be set only once
         * during the lifetime of a task.
         */
        public enum Status {
            /**
             * Indicates that the task has not been executed yet.
             */
            PENDING,
            /**
             * Indicates that the task is running.
             */
            RUNNING,
            /**
             * Indicates that {@link AsyncTask#onPostExecute} has finished.
             */
            FINISHED,
        }
    
        private static Handler getHandler() {
            synchronized (AsyncTask.class) {
                if (sHandler == null) {
                    sHandler = new InternalHandler();
                }
                return sHandler;
            }
        }
    
        /** @hide */
        public static void setDefaultExecutor(Executor exec) {
            sDefaultExecutor = exec;
        }
    
        /**
         * Creates a new asynchronous task. This constructor must be invoked on the UI thread.
         */
        public AsyncTask() {
            mWorker = new WorkerRunnable<Params, Result>() {
                public Result call() throws Exception {
                    mTaskInvoked.set(true);
                    Result result = null;
                    try {
                        Process.setThreadPriority(Process.THREAD_PRIORITY_BACKGROUND);
                        //noinspection unchecked
                        result = doInBackground(mParams);
                        Binder.flushPendingCommands();
                    } catch (Throwable tr) {
                        mCancelled.set(true);
                        throw tr;
                    } finally {
                        postResult(result);
                    }
                    return result;
                }
            };
    
            mFuture = new FutureTask<Result>(mWorker) {
                @Override
                protected void done() {
                    try {
                        postResultIfNotInvoked(get());
                    } catch (InterruptedException e) {
                        android.util.Log.w(LOG_TAG, e);
                    } catch (ExecutionException e) {
                        throw new RuntimeException("An error occurred while executing doInBackground()",
                                e.getCause());
                    } catch (CancellationException e) {
                        postResultIfNotInvoked(null);
                    }
                }
            };
        }
    
        private void postResultIfNotInvoked(Result result) {
            final boolean wasTaskInvoked = mTaskInvoked.get();
            if (!wasTaskInvoked) {
                postResult(result);
            }
        }
    
        private Result postResult(Result result) {
            @SuppressWarnings("unchecked")
            Message message = getHandler().obtainMessage(MESSAGE_POST_RESULT,
                    new AsyncTaskResult<Result>(this, result));
            message.sendToTarget();
            return result;
        }
    
        /**
         * Returns the current status of this task.
         *
         * @return The current status.
         */
        public final Status getStatus() {
            return mStatus;
        }
    
        /**
         * Override this method to perform a computation on a background thread. The
         * specified parameters are the parameters passed to {@link #execute}
         * by the caller of this task.
         *
         * This method can call {@link #publishProgress} to publish updates
         * on the UI thread.
         *
         * @param params The parameters of the task.
         *
         * @return A result, defined by the subclass of this task.
         *
         * @see #onPreExecute()
         * @see #onPostExecute
         * @see #publishProgress
         */
        @WorkerThread
        protected abstract Result doInBackground(Params... params);
    
        /**
         * Runs on the UI thread before {@link #doInBackground}.
         *
         * @see #onPostExecute
         * @see #doInBackground
         */
        @MainThread
        protected void onPreExecute() {
        }
    
        /**
         * <p>Runs on the UI thread after {@link #doInBackground}. The
         * specified result is the value returned by {@link #doInBackground}.</p>
         * 
         * <p>This method won't be invoked if the task was cancelled.</p>
         *
         * @param result The result of the operation computed by {@link #doInBackground}.
         *
         * @see #onPreExecute
         * @see #doInBackground
         * @see #onCancelled(Object) 
         */
        @SuppressWarnings({"UnusedDeclaration"})
        @MainThread
        protected void onPostExecute(Result result) {
        }
    
        /**
         * Runs on the UI thread after {@link #publishProgress} is invoked.
         * The specified values are the values passed to {@link #publishProgress}.
         *
         * @param values The values indicating progress.
         *
         * @see #publishProgress
         * @see #doInBackground
         */
        @SuppressWarnings({"UnusedDeclaration"})
        @MainThread
        protected void onProgressUpdate(Progress... values) {
        }
    
        /**
         * <p>Runs on the UI thread after {@link #cancel(boolean)} is invoked and
         * {@link #doInBackground(Object[])} has finished.</p>
         * 
         * <p>The default implementation simply invokes {@link #onCancelled()} and
         * ignores the result. If you write your own implementation, do not call
         * <code>super.onCancelled(result)</code>.</p>
         *
         * @param result The result, if any, computed in
         *               {@link #doInBackground(Object[])}, can be null
         * 
         * @see #cancel(boolean)
         * @see #isCancelled()
         */
        @SuppressWarnings({"UnusedParameters"})
        @MainThread
        protected void onCancelled(Result result) {
            onCancelled();
        }    
        
        /**
         * <p>Applications should preferably override {@link #onCancelled(Object)}.
         * This method is invoked by the default implementation of
         * {@link #onCancelled(Object)}.</p>
         * 
         * <p>Runs on the UI thread after {@link #cancel(boolean)} is invoked and
         * {@link #doInBackground(Object[])} has finished.</p>
         *
         * @see #onCancelled(Object) 
         * @see #cancel(boolean)
         * @see #isCancelled()
         */
        @MainThread
        protected void onCancelled() {
        }
    
        /**
         * Returns <tt>true</tt> if this task was cancelled before it completed
         * normally. If you are calling {@link #cancel(boolean)} on the task,
         * the value returned by this method should be checked periodically from
         * {@link #doInBackground(Object[])} to end the task as soon as possible.
         *
         * @return <tt>true</tt> if task was cancelled before it completed
         *
         * @see #cancel(boolean)
         */
        public final boolean isCancelled() {
            return mCancelled.get();
        }
    
        /**
         * <p>Attempts to cancel execution of this task.  This attempt will
         * fail if the task has already completed, already been cancelled,
         * or could not be cancelled for some other reason. If successful,
         * and this task has not started when <tt>cancel</tt> is called,
         * this task should never run. If the task has already started,
         * then the <tt>mayInterruptIfRunning</tt> parameter determines
         * whether the thread executing this task should be interrupted in
         * an attempt to stop the task.</p>
         * 
         * <p>Calling this method will result in {@link #onCancelled(Object)} being
         * invoked on the UI thread after {@link #doInBackground(Object[])}
         * returns. Calling this method guarantees that {@link #onPostExecute(Object)}
         * is never invoked. After invoking this method, you should check the
         * value returned by {@link #isCancelled()} periodically from
         * {@link #doInBackground(Object[])} to finish the task as early as
         * possible.</p>
         *
         * @param mayInterruptIfRunning <tt>true</tt> if the thread executing this
         *        task should be interrupted; otherwise, in-progress tasks are allowed
         *        to complete.
         *
         * @return <tt>false</tt> if the task could not be cancelled,
         *         typically because it has already completed normally;
         *         <tt>true</tt> otherwise
         *
         * @see #isCancelled()
         * @see #onCancelled(Object)
         */
        public final boolean cancel(boolean mayInterruptIfRunning) {
            mCancelled.set(true);
            return mFuture.cancel(mayInterruptIfRunning);
        }
    
        /**
         * Waits if necessary for the computation to complete, and then
         * retrieves its result.
         *
         * @return The computed result.
         *
         * @throws CancellationException If the computation was cancelled.
         * @throws ExecutionException If the computation threw an exception.
         * @throws InterruptedException If the current thread was interrupted
         *         while waiting.
         */
        public final Result get() throws InterruptedException, ExecutionException {
            return mFuture.get();
        }
    
        /**
         * Waits if necessary for at most the given time for the computation
         * to complete, and then retrieves its result.
         *
         * @param timeout Time to wait before cancelling the operation.
         * @param unit The time unit for the timeout.
         *
         * @return The computed result.
         *
         * @throws CancellationException If the computation was cancelled.
         * @throws ExecutionException If the computation threw an exception.
         * @throws InterruptedException If the current thread was interrupted
         *         while waiting.
         * @throws TimeoutException If the wait timed out.
         */
        public final Result get(long timeout, TimeUnit unit) throws InterruptedException,
                ExecutionException, TimeoutException {
            return mFuture.get(timeout, unit);
        }
    
        /**
         * Executes the task with the specified parameters. The task returns
         * itself (this) so that the caller can keep a reference to it.
         * 
         * <p>Note: this function schedules the task on a queue for a single background
         * thread or pool of threads depending on the platform version.  When first
         * introduced, AsyncTasks were executed serially on a single background thread.
         * Starting with {@link android.os.Build.VERSION_CODES#DONUT}, this was changed
         * to a pool of threads allowing multiple tasks to operate in parallel. Starting
         * {@link android.os.Build.VERSION_CODES#HONEYCOMB}, tasks are back to being
         * executed on a single thread to avoid common application errors caused
         * by parallel execution.  If you truly want parallel execution, you can use
         * the {@link #executeOnExecutor} version of this method
         * with {@link #THREAD_POOL_EXECUTOR}; however, see commentary there for warnings
         * on its use.
         *
         * <p>This method must be invoked on the UI thread.
         *
         * @param params The parameters of the task.
         *
         * @return This instance of AsyncTask.
         *
         * @throws IllegalStateException If {@link #getStatus()} returns either
         *         {@link AsyncTask.Status#RUNNING} or {@link AsyncTask.Status#FINISHED}.
         *
         * @see #executeOnExecutor(java.util.concurrent.Executor, Object[])
         * @see #execute(Runnable)
         */
        @MainThread
        public final AsyncTask<Params, Progress, Result> execute(Params... params) {
            return executeOnExecutor(sDefaultExecutor, params);
        }
    
        /**
         * Executes the task with the specified parameters. The task returns
         * itself (this) so that the caller can keep a reference to it.
         * 
         * <p>This method is typically used with {@link #THREAD_POOL_EXECUTOR} to
         * allow multiple tasks to run in parallel on a pool of threads managed by
         * AsyncTask, however you can also use your own {@link Executor} for custom
         * behavior.
         * 
         * <p><em>Warning:</em> Allowing multiple tasks to run in parallel from
         * a thread pool is generally <em>not</em> what one wants, because the order
         * of their operation is not defined.  For example, if these tasks are used
         * to modify any state in common (such as writing a file due to a button click),
         * there are no guarantees on the order of the modifications.
         * Without careful work it is possible in rare cases for the newer version
         * of the data to be over-written by an older one, leading to obscure data
         * loss and stability issues.  Such changes are best
         * executed in serial; to guarantee such work is serialized regardless of
         * platform version you can use this function with {@link #SERIAL_EXECUTOR}.
         *
         * <p>This method must be invoked on the UI thread.
         *
         * @param exec The executor to use.  {@link #THREAD_POOL_EXECUTOR} is available as a
         *              convenient process-wide thread pool for tasks that are loosely coupled.
         * @param params The parameters of the task.
         *
         * @return This instance of AsyncTask.
         *
         * @throws IllegalStateException If {@link #getStatus()} returns either
         *         {@link AsyncTask.Status#RUNNING} or {@link AsyncTask.Status#FINISHED}.
         *
         * @see #execute(Object[])
         */
        @MainThread
        public final AsyncTask<Params, Progress, Result> executeOnExecutor(Executor exec,
                Params... params) {
            if (mStatus != Status.PENDING) {
                switch (mStatus) {
                    case RUNNING:
                        throw new IllegalStateException("Cannot execute task:"
                                + " the task is already running.");
                    case FINISHED:
                        throw new IllegalStateException("Cannot execute task:"
                                + " the task has already been executed "
                                + "(a task can be executed only once)");
                }
            }
    
            mStatus = Status.RUNNING;
    
            onPreExecute();
    
            mWorker.mParams = params;
            exec.execute(mFuture);
    
            return this;
        }
    
        /**
         * Convenience version of {@link #execute(Object...)} for use with
         * a simple Runnable object. See {@link #execute(Object[])} for more
         * information on the order of execution.
         *
         * @see #execute(Object[])
         * @see #executeOnExecutor(java.util.concurrent.Executor, Object[])
         */
        @MainThread
        public static void execute(Runnable runnable) {
            sDefaultExecutor.execute(runnable);
        }
    
        /**
         * This method can be invoked from {@link #doInBackground} to
         * publish updates on the UI thread while the background computation is
         * still running. Each call to this method will trigger the execution of
         * {@link #onProgressUpdate} on the UI thread.
         *
         * {@link #onProgressUpdate} will not be called if the task has been
         * canceled.
         *
         * @param values The progress values to update the UI with.
         *
         * @see #onProgressUpdate
         * @see #doInBackground
         */
        @WorkerThread
        protected final void publishProgress(Progress... values) {
            if (!isCancelled()) {
                getHandler().obtainMessage(MESSAGE_POST_PROGRESS,
                        new AsyncTaskResult<Progress>(this, values)).sendToTarget();
            }
        }
    
        private void finish(Result result) {
            if (isCancelled()) {
                onCancelled(result);
            } else {
                onPostExecute(result);
            }
            mStatus = Status.FINISHED;
        }
    
        private static class InternalHandler extends Handler {
            public InternalHandler() {
                super(Looper.getMainLooper());
            }
    
            @SuppressWarnings({"unchecked", "RawUseOfParameterizedType"})
            @Override
            public void handleMessage(Message msg) {
                AsyncTaskResult<?> result = (AsyncTaskResult<?>) msg.obj;
                switch (msg.what) {
                    case MESSAGE_POST_RESULT:
                        // There is only one result
                        result.mTask.finish(result.mData[0]);
                        break;
                    case MESSAGE_POST_PROGRESS:
                        result.mTask.onProgressUpdate(result.mData);
                        break;
                }
            }
        }
    
        private static abstract class WorkerRunnable<Params, Result> implements Callable<Result> {
            Params[] mParams;
        }
    
        @SuppressWarnings({"RawUseOfParameterizedType"})
        private static class AsyncTaskResult<Data> {
            final AsyncTask mTask;
            final Data[] mData;
    
            AsyncTaskResult(AsyncTask task, Data... data) {
                mTask = task;
                mData = data;
            }
        }
    }
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  • 原文地址:https://www.cnblogs.com/cj5785/p/9892976.html
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