Java多线程六
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1 线程池的实现原理及基本类结构
合理利用线程池能够带来三个好处。
- 降低资源消耗。通过重复利用已创建的线程降低线程创建和销毁造成的消耗。
- 提高响应速度。当任务到达时,任务可以不需要等到线程创建就能立即执行。
- 提高线程的可管理性。线程是稀缺资源,如果无限制的创建,不仅会消耗系统资源,还会降低系统的稳定性,使用线程池可以进行统一的分配,调优和监控。
Executor线程池框架的最大优点是把任务的提交和执行解耦。客户端将要执行的任务封装成Task,然后提交即可。而Task如何执行客户端则是透明的。具体点讲,提交一个Callable对象给ExecutorService(如最常用的线程池ThreadPoolExecutor),将得到一个Future对象,调用Future对象的get方法等待执行结果。
下图是线程池所涉及到的所有类的结构图(右键查看大图),先从整体把握下:
图1 线程池实现原理类结构图
上面这个图是很复杂的,涉及到了线程池内部实现原理的所有类,不利于我们理解线程池如何使用。我们先从客户端的角度出发,看看客户端使用线程池所涉及到的类结构图:
图2 线程池使用的基本类结构图
从图一可知,实际的线程池类是实现ExecutorService接口的类,有ThreadPoolExecutor、ForkJoinPool和ScheduledThreadPoolExecutor。下面以常用的ThreadPoolExecutor为例讲解。
2 线程池实现步骤
2.1 线程池的创建
<code class="hljs cs has-numbering" style="display: block; padding: 0px; color: inherit; box-sizing: border-box; font-family: 'Source Code Pro', monospace;font-size:undefined; white-space: pre; border-radius: 0px; word-wrap: normal; background: transparent;"><span class="hljs-keyword" style="color: rgb(0, 0, 136); box-sizing: border-box;">public</span> <span class="hljs-title" style="box-sizing: border-box;">ThreadPoolExecutor</span>(<span class="hljs-keyword" style="color: rgb(0, 0, 136); box-sizing: border-box;">int</span> corePoolSize, <span class="hljs-keyword" style="color: rgb(0, 0, 136); box-sizing: border-box;">int</span> maximumPoolSize, <span class="hljs-keyword" style="color: rgb(0, 0, 136); box-sizing: border-box;">long</span> keepAliveTime, TimeUnit unit, BlockingQueue<Runnable> workQueue, ThreadFactory threadFactory, RejectedExecutionHandler handler)</code><ul class="pre-numbering" style="box-sizing: border-box; position: absolute; width: 50px; top: 0px; left: 0px; margin: 0px; padding: 6px 0px 40px; border-right-width: 1px; border-right-style: solid; border-right-color: rgb(221, 221, 221); list-style: none; text-align: right; background-color: rgb(238, 238, 238);"><li style="box-sizing: border-box; padding: 0px 5px;">1</li><li style="box-sizing: border-box; padding: 0px 5px;">2</li><li style="box-sizing: border-box; padding: 0px 5px;">3</li><li style="box-sizing: border-box; padding: 0px 5px;">4</li><li style="box-sizing: border-box; padding: 0px 5px;">5</li><li style="box-sizing: border-box; padding: 0px 5px;">6</li><li style="box-sizing: border-box; padding: 0px 5px;">7</li></ul>
参数说明:
- corePoolSize(线程池的基本线程数): the number of threads to keep in the pool, even if they are idle, unless
allowCoreThreadTimeOut
is set.当提交一个任务到线程池时,线程池会创建一个线程来执行任务,即使其他空闲的基本线程能够执行新任务也会创建线程,等到需要执行的任务数大于线程池基本大小时就不再创建。如果调用了线程池的prestartAllCoreThreads
方法,线程池会提前创建并启动所有基本线程。 - maximumPoolSize(线程池最大线程数): the maximum number of threads to allow in the pool.线程池允许创建的最大线程数。如果任务队列满了,并且已创建的线程数小于最大线程数,则线程池会再创建新的线程执行任务。值得注意的是如果使用了无界的任务队列这个参数就没什么效果。
- keepAliveTime(线程活动保持时间):when the number of threads is greater than the core, this is the maximum time that excess idle threads will wait for new tasks before terminating.线程池的工作线程空闲后,保持存活的时间。所以如果任务很多,并且每个任务执行的时间比较短,可以调大这个时间,提高线程的利用率。
- TimeUnit(线程活动保持时间的单位):the time unit for the keepAliveTime argument. 可选的单位有天(DAYS),小时(HOURS),分钟(MINUTES),毫秒(MILLISECONDS),微秒(MICROSECONDS, 千分之一毫秒)和毫微秒(NANOSECONDS, 千分之一微秒)。
- workQueue(任务队列):the queue to use for holding tasks before they are executed. This queue will hold only the Runnable tasks submitted by the execute method.用于保存等待执行的任务的阻塞队列。 可以选择以下几个阻塞队列。
ArrayBlockingQueue:是一个基于数组结构的有界阻塞队列,此队列按 FIFO(先进先出)原则对元素进行排序。
LinkedBlockingQueue:一个基于链表结构的阻塞队列,此队列按FIFO (先进先出) 排序元素,吞吐量通常要高于ArrayBlockingQueue。静态工厂方法Executors.newFixedThreadPool()使用了这个队列。
SynchronousQueue:一个不存储元素的阻塞队列。每个插入操作必须等到另一个线程调用移除操作,否则插入操作一直处于阻塞状态,吞吐量通常要高于LinkedBlockingQueue,静态工厂方法Executors.newCachedThreadPool使用了这个队列。
PriorityBlockingQueue:一个具有优先级的无限阻塞队列。 - ThreadFactory:用于设置创建线程的工厂,可以通过线程工厂给每个创建出来的线程设置更有意义的名字。
- RejectedExecutionHandler(饱和策略):当队列和线程池都满了,说明线程池处于饱和状态,那么必须采取一种策略处理提交的新任务。这个策略默认情况下是AbortPolicy,表示无法处理新任务时抛出异常。以下是JDK1.5提供的四种策略。
AbortPolicy:直接抛出异常。
CallerRunsPolicy:只用调用者所在线程来运行任务。
DiscardOldestPolicy:丢弃队列里最近的一个任务,并执行当前任务。
DiscardPolicy:不处理,丢弃掉。
当然也可以根据应用场景需要来实现RejectedExecutionHandler接口自定义策略。如记录日志或持久化不能处理的任务。
由此可见,创建一个线程所需的参数很多,线程池为我们提供了类Executors的静态工厂方法以创建不同类型的线程池。
- newFixedThreadPool
可以生成固定大小的线程池;
- newCachedThreadPool
可以生成一个无界、可以自动回收的线程池;
- newSingleThreadScheduledExecutor
可以生成一个单个线程的线程池;
- newScheduledThreadPool
还可以生成支持周期任务的线程池。
2.2 向线程池提交任务
有两种方式提交任务:
1.使用void execute(Runnable command)
方法提交任务
execute方法返回类型为void,所以没有办法判断任务是否被线程池执行成功。
<code class="hljs avrasm has-numbering" style="display: block; padding: 0px; color: inherit; box-sizing: border-box; font-family: 'Source Code Pro', monospace;font-size:undefined; white-space: pre; border-radius: 0px; word-wrap: normal; background: transparent;">Runnable task = new Runnable() { @Override public void run() { System<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.out</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.println</span>(<span class="hljs-string" style="color: rgb(0, 136, 0); box-sizing: border-box;">"Task is running by "</span> + Thread<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.currentThread</span>()<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.getName</span>())<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> System<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.out</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.println</span>(<span class="hljs-string" style="color: rgb(0, 136, 0); box-sizing: border-box;">"线程池正在执行的线程数:"</span> + threadPoolExecutor<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.getActiveCount</span>())<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> }}<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span>threadPool<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.execute</span>(task)<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span></code><ul class="pre-numbering" style="box-sizing: border-box; position: absolute; width: 50px; top: 0px; left: 0px; margin: 0px; padding: 6px 0px 40px; border-right-width: 1px; border-right-style: solid; border-right-color: rgb(221, 221, 221); list-style: none; text-align: right; background-color: rgb(238, 238, 238);"><li style="box-sizing: border-box; padding: 0px 5px;">1</li><li style="box-sizing: border-box; padding: 0px 5px;">2</li><li style="box-sizing: border-box; padding: 0px 5px;">3</li><li style="box-sizing: border-box; padding: 0px 5px;">4</li><li style="box-sizing: border-box; padding: 0px 5px;">5</li><li style="box-sizing: border-box; padding: 0px 5px;">6</li><li style="box-sizing: border-box; padding: 0px 5px;">7</li><li style="box-sizing: border-box; padding: 0px 5px;">8</li></ul>
2.使用submit
方法提交任务 Future<?> submit(Runnable task);
、<T> Future<T> submit(Runnable task, T result);
和 Future<T> submit(Callable<T> task);
会返回一个Future,可以通过这个future来判断任务是否执行成功,通过future的get方法来获取返回值,get方法会阻塞直到任务完成,而使用get(long timeout, TimeUnit unit)方法则会阻塞一段时间后立即返回,这时有可能任务没有执行完。
<code class="hljs avrasm has-numbering" style="display: block; padding: 0px; color: inherit; box-sizing: border-box; font-family: 'Source Code Pro', monospace;font-size:undefined; white-space: pre; border-radius: 0px; word-wrap: normal; background: transparent;">Future<?> future = threadPool<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.submit</span>(task)<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span>try { Object result = future<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.get</span>()<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> System<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.out</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.println</span>(<span class="hljs-string" style="color: rgb(0, 136, 0); box-sizing: border-box;">"任务是否完成:"</span> + future<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.isDone</span>())<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> System<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.out</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.println</span>(<span class="hljs-string" style="color: rgb(0, 136, 0); box-sizing: border-box;">"返回的结果为:"</span> + result)<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span>} catch (InterruptedException | ExecutionException e) { e<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.printStackTrace</span>()<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span>} finally { // 关闭线程池 threadPool<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.shutdown</span>()<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span>}</code><ul class="pre-numbering" style="box-sizing: border-box; position: absolute; width: 50px; top: 0px; left: 0px; margin: 0px; padding: 6px 0px 40px; border-right-width: 1px; border-right-style: solid; border-right-color: rgb(221, 221, 221); list-style: none; text-align: right; background-color: rgb(238, 238, 238);"><li style="box-sizing: border-box; padding: 0px 5px;">1</li><li style="box-sizing: border-box; padding: 0px 5px;">2</li><li style="box-sizing: border-box; padding: 0px 5px;">3</li><li style="box-sizing: border-box; padding: 0px 5px;">4</li><li style="box-sizing: border-box; padding: 0px 5px;">5</li><li style="box-sizing: border-box; padding: 0px 5px;">6</li><li style="box-sizing: border-box; padding: 0px 5px;">7</li><li style="box-sizing: border-box; padding: 0px 5px;">8</li><li style="box-sizing: border-box; padding: 0px 5px;">9</li><li style="box-sizing: border-box; padding: 0px 5px;">10</li><li style="box-sizing: border-box; padding: 0px 5px;">11</li></ul>
2.3 线程池关闭
shutdown()
方法:这个方法会平滑地关闭ExecutorService,当我们调用这个方法时,ExecutorService停止接受任何新的任务且等待已经提交的任务执行完成(已经提交的任务会分两类:一类是已经在执行的,另一类是还没有开始执行的),当所有已经提交的任务执行完毕后将会关闭ExecutorService。awaitTermination(long timeout, TimeUnit unit)
方法:这个方法有两个参数,一个是timeout即超时时间,另一个是unit即时间单位。这个方法会使当前关闭线程池的线程等待timeout时长,当超过timeout时间后,则去监测ExecutorService是否已经关闭,若关闭则返回true,否则返回false。一般情况下会和shutdown方法组合使用。shutdownNow()
方法:这个方法会强制关闭ExecutorService,它将取消所有运行中的任务和在工作队列中等待的任务,这个方法返回一个List列表,列表中返回的是等待在工作队列中的任务。
<code class="hljs avrasm has-numbering" style="display: block; padding: 0px; color: inherit; box-sizing: border-box; font-family: 'Source Code Pro', monospace;font-size:undefined; white-space: pre; border-radius: 0px; word-wrap: normal; background: transparent;">// <span class="hljs-number" style="color: rgb(0, 102, 102); box-sizing: border-box;">4.</span> 关闭线程池threadPool<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.shutdown</span>()<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span>// hreadPool<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.shutdownNow</span>()<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span>System<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.out</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.println</span>(<span class="hljs-string" style="color: rgb(0, 136, 0); box-sizing: border-box;">"线程池是否关闭:"</span> + threadPool<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.isShutdown</span>())<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span>try { //当前线程阻塞<span class="hljs-number" style="color: rgb(0, 102, 102); box-sizing: border-box;">10</span>ms后,去检测线程池是否终止,终止则返回true while(!threadPool<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.awaitTermination</span>(<span class="hljs-number" style="color: rgb(0, 102, 102); box-sizing: border-box;">10</span>, TimeUnit<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.MILLISECONDS</span>)) { System<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.out</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.println</span>(<span class="hljs-string" style="color: rgb(0, 136, 0); box-sizing: border-box;">"检测线程池是否终止:"</span> + threadPool<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.isTerminated</span>())<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> }} catch (InterruptedException e) { e<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.printStackTrace</span>()<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span>}System<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.out</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.println</span>(<span class="hljs-string" style="color: rgb(0, 136, 0); box-sizing: border-box;">"线程池是否终止:"</span> + threadPool<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.isTerminated</span>())<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span></code><ul class="pre-numbering" style="box-sizing: border-box; position: absolute; width: 50px; top: 0px; left: 0px; margin: 0px; padding: 6px 0px 40px; border-right-width: 1px; border-right-style: solid; border-right-color: rgb(221, 221, 221); list-style: none; text-align: right; background-color: rgb(238, 238, 238);"><li style="box-sizing: border-box; padding: 0px 5px;">1</li><li style="box-sizing: border-box; padding: 0px 5px;">2</li><li style="box-sizing: border-box; padding: 0px 5px;">3</li><li style="box-sizing: border-box; padding: 0px 5px;">4</li><li style="box-sizing: border-box; padding: 0px 5px;">5</li><li style="box-sizing: border-box; padding: 0px 5px;">6</li><li style="box-sizing: border-box; padding: 0px 5px;">7</li><li style="box-sizing: border-box; padding: 0px 5px;">8</li><li style="box-sizing: border-box; padding: 0px 5px;">9</li><li style="box-sizing: border-box; padding: 0px 5px;">10</li><li style="box-sizing: border-box; padding: 0px 5px;">11</li><li style="box-sizing: border-box; padding: 0px 5px;">12</li><li style="box-sizing: border-box; padding: 0px 5px;">13</li></ul>
完整案例:
<code class="hljs avrasm has-numbering" style="display: block; padding: 0px; color: inherit; box-sizing: border-box; font-family: 'Source Code Pro', monospace;font-size:undefined; white-space: pre; border-radius: 0px; word-wrap: normal; background: transparent;">package <span class="hljs-keyword" style="color: rgb(0, 0, 136); box-sizing: border-box;">com</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.markliu</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.concurrent</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.threadpool</span><span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span>import java<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.util</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.concurrent</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.ExecutionException</span><span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span>import java<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.util</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.concurrent</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.ExecutorService</span><span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span>import java<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.util</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.concurrent</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.Executors</span><span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span>import java<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.util</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.concurrent</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.Future</span><span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span>import java<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.util</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.concurrent</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.ThreadPoolExecutor</span><span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span>import java<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.util</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.concurrent</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.TimeUnit</span><span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span>public class ThreadPoolDemo1 { public static void main(String[] args) { <span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">/* * 1. 创建线程池 * * 创建一个固定线程数目的线程池。corePoolSize = maximumPoolSize = 5 * 即线程池的基本线程数和最大线程数相等。 * 相当于: * new ThreadPoolExecutor(nThreads, nThreads, 0L, TimeUnit.MILLISECONDS,new LinkedBlockingQueue<Runnable>()); */</span> ExecutorService threadPool = Executors<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.newFixedThreadPool</span>(<span class="hljs-number" style="color: rgb(0, 102, 102); box-sizing: border-box;">5</span>)<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> <span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">/* * 2. 封装任务并提交给线程池 */</span> ThreadPoolExecutor threadPoolExecutor = (ThreadPoolExecutor) threadPool<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> Runnable task = new Runnable() { @Override public void run() { System<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.out</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.println</span>(<span class="hljs-string" style="color: rgb(0, 136, 0); box-sizing: border-box;">"Task is running by "</span> + Thread<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.currentThread</span>()<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.getName</span>())<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> System<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.out</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.println</span>(<span class="hljs-string" style="color: rgb(0, 136, 0); box-sizing: border-box;">"线程池正在执行的线程数:"</span> + threadPoolExecutor<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.getActiveCount</span>())<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> try { TimeUnit<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.SECONDS</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.sleep</span>(<span class="hljs-number" style="color: rgb(0, 102, 102); box-sizing: border-box;">10</span>)<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> } catch (InterruptedException e) { e<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.printStackTrace</span>()<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> } } }<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> <span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">/* * Starts all core threads, causing them to idly wait for work. * This overrides the default policy of starting core threads * only when new tasks are executed. */</span> int count = threadPoolExecutor<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.prestartAllCoreThreads</span>()<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> System<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.out</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.println</span>(<span class="hljs-string" style="color: rgb(0, 136, 0); box-sizing: border-box;">"开启的所有core线程数:"</span> + count)<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> System<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.out</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.println</span>(<span class="hljs-string" style="color: rgb(0, 136, 0); box-sizing: border-box;">"线程池当前线程数:"</span> + threadPoolExecutor<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.getPoolSize</span>())<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> System<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.out</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.println</span>(<span class="hljs-string" style="color: rgb(0, 136, 0); box-sizing: border-box;">"线程池的core number of threads:"</span> + threadPoolExecutor<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.getCorePoolSize</span>())<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> System<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.out</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.println</span>(<span class="hljs-string" style="color: rgb(0, 136, 0); box-sizing: border-box;">"线程池中的最大线程数:"</span> + threadPoolExecutor<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.getLargestPoolSize</span>())<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> // <span class="hljs-number" style="color: rgb(0, 102, 102); box-sizing: border-box;">3.</span> 执行,获取返回结果 <span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">/** * execute方式提交任务 */</span> // threadPool<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.execute</span>(task)<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> <span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">/** * submit方式提交任务 */</span> Future<?> future = threadPool<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.submit</span>(task)<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> try { // 阻塞,等待线程执行完成,并获得结果 Object result = future<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.get</span>()<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> System<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.out</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.println</span>(<span class="hljs-string" style="color: rgb(0, 136, 0); box-sizing: border-box;">"任务是否完成:"</span> + future<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.isDone</span>())<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> System<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.out</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.println</span>(<span class="hljs-string" style="color: rgb(0, 136, 0); box-sizing: border-box;">"返回的结果为:"</span> + result)<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> } catch (InterruptedException | ExecutionException e) { e<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.printStackTrace</span>()<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> } finally { System<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.out</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.println</span>(<span class="hljs-string" style="color: rgb(0, 136, 0); box-sizing: border-box;">"线程池中已经执行完的任务数:"</span> + threadPoolExecutor<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.getCompletedTaskCount</span>())<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> // <span class="hljs-number" style="color: rgb(0, 102, 102); box-sizing: border-box;">4.</span> 关闭线程池 <span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">/* * shutdown方法平滑地关闭线程池,将线程池的状态设为:SHUTDOWN * 停止接受任何新的任务且等待已经提交的任务执行完成,当所有已经 * 提交的任务执行完毕后将会关闭线程池 */</span> threadPool<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.shutdown</span>()<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> <span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">/* * shutdownNow方法强制关闭线程池,将线程池状态设置为:STOP * 取消所有运行中的任务和在工作队列中等待的任务,并返回所有未执行的任务List */</span> // hreadPool<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.shutdownNow</span>()<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> System<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.out</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.println</span>(<span class="hljs-string" style="color: rgb(0, 136, 0); box-sizing: border-box;">"线程池是否关闭:"</span> + threadPool<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.isShutdown</span>())<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> try { //当前线程阻塞<span class="hljs-number" style="color: rgb(0, 102, 102); box-sizing: border-box;">10</span>ms后,去检测线程池是否终止,终止则返回true while(!threadPool<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.awaitTermination</span>(<span class="hljs-number" style="color: rgb(0, 102, 102); box-sizing: border-box;">10</span>, TimeUnit<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.MILLISECONDS</span>)) { System<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.out</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.println</span>(<span class="hljs-string" style="color: rgb(0, 136, 0); box-sizing: border-box;">"检测线程池是否终止:"</span> + threadPool<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.isTerminated</span>())<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> } } catch (InterruptedException e) { e<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.printStackTrace</span>()<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> } System<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.out</span><span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.println</span>(<span class="hljs-string" style="color: rgb(0, 136, 0); box-sizing: border-box;">"线程池是否终止:"</span> + threadPool<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;">.isTerminated</span>())<span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">;</span> } }}</code><ul class="pre-numbering" style="box-sizing: border-box; position: absolute; width: 50px; top: 0px; left: 0px; margin: 0px; padding: 6px 0px 40px; border-right-width: 1px; border-right-style: solid; border-right-color: rgb(221, 221, 221); list-style: none; text-align: right; background-color: rgb(238, 238, 238);"><li style="box-sizing: border-box; padding: 0px 5px;">1</li><li style="box-sizing: border-box; padding: 0px 5px;">2</li><li style="box-sizing: border-box; padding: 0px 5px;">3</li><li style="box-sizing: border-box; padding: 0px 5px;">4</li><li style="box-sizing: border-box; padding: 0px 5px;">5</li><li style="box-sizing: border-box; padding: 0px 5px;">6</li><li style="box-sizing: border-box; padding: 0px 5px;">7</li><li style="box-sizing: border-box; padding: 0px 5px;">8</li><li style="box-sizing: border-box; padding: 0px 5px;">9</li><li style="box-sizing: border-box; padding: 0px 5px;">10</li><li style="box-sizing: border-box; padding: 0px 5px;">11</li><li style="box-sizing: border-box; padding: 0px 5px;">12</li><li style="box-sizing: border-box; padding: 0px 5px;">13</li><li style="box-sizing: border-box; padding: 0px 5px;">14</li><li style="box-sizing: border-box; padding: 0px 5px;">15</li><li style="box-sizing: border-box; padding: 0px 5px;">16</li><li style="box-sizing: border-box; padding: 0px 5px;">17</li><li style="box-sizing: border-box; padding: 0px 5px;">18</li><li style="box-sizing: border-box; padding: 0px 5px;">19</li><li style="box-sizing: border-box; padding: 0px 5px;">20</li><li style="box-sizing: border-box; padding: 0px 5px;">21</li><li style="box-sizing: border-box; padding: 0px 5px;">22</li><li style="box-sizing: border-box; padding: 0px 5px;">23</li><li style="box-sizing: border-box; padding: 0px 5px;">24</li><li style="box-sizing: border-box; padding: 0px 5px;">25</li><li style="box-sizing: border-box; padding: 0px 5px;">26</li><li style="box-sizing: border-box; padding: 0px 5px;">27</li><li style="box-sizing: border-box; padding: 0px 5px;">28</li><li style="box-sizing: border-box; padding: 0px 5px;">29</li><li style="box-sizing: border-box; padding: 0px 5px;">30</li><li style="box-sizing: border-box; padding: 0px 5px;">31</li><li style="box-sizing: border-box; padding: 0px 5px;">32</li><li style="box-sizing: border-box; padding: 0px 5px;">33</li><li style="box-sizing: border-box; padding: 0px 5px;">34</li><li style="box-sizing: border-box; padding: 0px 5px;">35</li><li style="box-sizing: border-box; padding: 0px 5px;">36</li><li style="box-sizing: border-box; padding: 0px 5px;">37</li><li style="box-sizing: border-box; padding: 0px 5px;">38</li><li style="box-sizing: border-box; padding: 0px 5px;">39</li><li style="box-sizing: border-box; padding: 0px 5px;">40</li><li style="box-sizing: border-box; padding: 0px 5px;">41</li><li style="box-sizing: border-box; padding: 0px 5px;">42</li><li style="box-sizing: border-box; padding: 0px 5px;">43</li><li style="box-sizing: border-box; padding: 0px 5px;">44</li><li style="box-sizing: border-box; padding: 0px 5px;">45</li><li style="box-sizing: border-box; padding: 0px 5px;">46</li><li style="box-sizing: border-box; padding: 0px 5px;">47</li><li style="box-sizing: border-box; padding: 0px 5px;">48</li><li style="box-sizing: border-box; padding: 0px 5px;">49</li><li style="box-sizing: border-box; padding: 0px 5px;">50</li><li style="box-sizing: border-box; padding: 0px 5px;">51</li><li style="box-sizing: border-box; padding: 0px 5px;">52</li><li style="box-sizing: border-box; padding: 0px 5px;">53</li><li style="box-sizing: border-box; padding: 0px 5px;">54</li><li style="box-sizing: border-box; padding: 0px 5px;">55</li><li style="box-sizing: border-box; padding: 0px 5px;">56</li><li style="box-sizing: border-box; padding: 0px 5px;">57</li><li style="box-sizing: border-box; padding: 0px 5px;">58</li><li style="box-sizing: border-box; padding: 0px 5px;">59</li><li style="box-sizing: border-box; padding: 0px 5px;">60</li><li style="box-sizing: border-box; padding: 0px 5px;">61</li><li style="box-sizing: border-box; padding: 0px 5px;">62</li><li style="box-sizing: border-box; padding: 0px 5px;">63</li><li style="box-sizing: border-box; padding: 0px 5px;">64</li><li style="box-sizing: border-box; padding: 0px 5px;">65</li><li style="box-sizing: border-box; padding: 0px 5px;">66</li><li style="box-sizing: border-box; padding: 0px 5px;">67</li><li style="box-sizing: border-box; padding: 0px 5px;">68</li><li style="box-sizing: border-box; padding: 0px 5px;">69</li><li style="box-sizing: border-box; padding: 0px 5px;">70</li><li style="box-sizing: border-box; padding: 0px 5px;">71</li><li style="box-sizing: border-box; padding: 0px 5px;">72</li><li style="box-sizing: border-box; padding: 0px 5px;">73</li><li style="box-sizing: border-box; padding: 0px 5px;">74</li><li style="box-sizing: border-box; padding: 0px 5px;">75</li><li style="box-sizing: border-box; padding: 0px 5px;">76</li><li style="box-sizing: border-box; padding: 0px 5px;">77</li><li style="box-sizing: border-box; padding: 0px 5px;">78</li><li style="box-sizing: border-box; padding: 0px 5px;">79</li><li style="box-sizing: border-box; padding: 0px 5px;">80</li><li style="box-sizing: border-box; padding: 0px 5px;">81</li><li style="box-sizing: border-box; padding: 0px 5px;">82</li><li style="box-sizing: border-box; padding: 0px 5px;">83</li><li style="box-sizing: border-box; padding: 0px 5px;">84</li><li style="box-sizing: border-box; padding: 0px 5px;">85</li><li style="box-sizing: border-box; padding: 0px 5px;">86</li><li style="box-sizing: border-box; padding: 0px 5px;">87</li><li style="box-sizing: border-box; padding: 0px 5px;">88</li><li style="box-sizing: border-box; padding: 0px 5px;">89</li><li style="box-sizing: border-box; padding: 0px 5px;">90</li></ul>
3 线程池的执行流程分析
线程池的主要工作流程如下图:
当提交一个新任务到线程池时,线程池的处理流程如下:
- 首先线程池判断“基本线程池”(corePoolSize)是否已满?没满,创建一个工作线程来执行任务。满了,则进入下个流程。
- 其次线程池判断工作队列(workQueue)是否已满?没满,则将新提交的任务存储在工作队列里。满了,则进入下个流程。
- 最后线程池判断整个线程池的线程数是否已超过maximumPoolSize?没满,则创建一个新的工作线程来执行任务,满了,则交给拒绝策略来处理这个任务。
(我的理解:提交任务—>如果线程数未达到corePoolSize,则创建线程执行任务—>如果达到corePoolSize,仍让提交了任务,则会有任务等待,所以将任务保存在任务队列中,直到任务队列workQueue已满—>如果workQueue已满,仍然有任务提交,但未达到最大线程数,则继续创建线程执行任务,直到线程数达到maximumPoolSize,如果达到了maximumPoolSize,则根据饱和策略拒绝该任务。这也就解释了为什么有了corePoolSize还有maximumPoolSize的原因。)
关于线程池的工作原理后期从源代码分析。
4 线程池的监控
通过线程池提供的参数进行监控:
- taskCount:线程池需要执行的任务数量。
- completedTaskCount:线程池在运行过程中已完成的任务数量。小于或等于taskCount。
- largestPoolSize:线程池曾经创建过的最大线程数量。通过这个数据可以知道线程池是否满过。如等于线程池的最大大小,则表示线程池曾经满了。
- getPoolSize:线程池的线程数量。如果线程池不销毁的话,池里的线程不会自动销毁,所以这个大小只增不减
- getActiveCount:获取活动的线程数。
通过继承线程池并重写线程池的beforeExecute,afterExecute和terminated方法,可以在任务执行前,执行后和线程池关闭前干一些事情。如监控任务的平均执行时间,最大执行时间和最小执行时间等。这几个方法在线程池里是空方法。
<code class="hljs java has-numbering" style="display: block; padding: 0px; color: inherit; box-sizing: border-box; font-family: 'Source Code Pro', monospace;font-size:undefined; white-space: pre; border-radius: 0px; word-wrap: normal; background: transparent;"> <span class="hljs-javadoc" style="color: rgb(136, 0, 0); box-sizing: border-box;">/** * 给定的Thread执行Runnable之前调用此方法 * *<span class="hljs-javadoctag" style="color: rgb(102, 0, 102); box-sizing: border-box;"> @param</span> t the thread that will run task {@code r} *<span class="hljs-javadoctag" style="color: rgb(102, 0, 102); box-sizing: border-box;"> @param</span> r the task that will be executed */</span> <span class="hljs-keyword" style="color: rgb(0, 0, 136); box-sizing: border-box;">protected</span> <span class="hljs-keyword" style="color: rgb(0, 0, 136); box-sizing: border-box;">void</span> <span class="hljs-title" style="box-sizing: border-box;">beforeExecute</span>(Thread t, Runnable r) { } <span class="hljs-javadoc" style="color: rgb(136, 0, 0); box-sizing: border-box;">/** * 给定的Runnable完成后执行此方法 * This method is invoked by the thread that executed the task. *<span class="hljs-javadoctag" style="color: rgb(102, 0, 102); box-sizing: border-box;"> @param</span> r the runnable that has completed *<span class="hljs-javadoctag" style="color: rgb(102, 0, 102); box-sizing: border-box;"> @param</span> t the exception that caused termination, or null if * execution completed normally */</span> <span class="hljs-keyword" style="color: rgb(0, 0, 136); box-sizing: border-box;">protected</span> <span class="hljs-keyword" style="color: rgb(0, 0, 136); box-sizing: border-box;">void</span> <span class="hljs-title" style="box-sizing: border-box;">afterExecute</span>(Runnable r, Throwable t) { } <span class="hljs-javadoc" style="color: rgb(136, 0, 0); box-sizing: border-box;">/** * 当Executor终止时调用此方法. * 注意:方法中子类应调用super.terminated() */</span> <span class="hljs-keyword" style="color: rgb(0, 0, 136); box-sizing: border-box;">protected</span> <span class="hljs-keyword" style="color: rgb(0, 0, 136); box-sizing: border-box;">void</span> <span class="hljs-title" style="box-sizing: border-box;">terminated</span>() { }</code><ul class="pre-numbering" style="box-sizing: border-box; position: absolute; width: 50px; top: 0px; left: 0px; margin: 0px; padding: 6px 0px 40px; border-right-width: 1px; border-right-style: solid; border-right-color: rgb(221, 221, 221); list-style: none; text-align: right; background-color: rgb(238, 238, 238);"><li style="box-sizing: border-box; padding: 0px 5px;">1</li><li style="box-sizing: border-box; padding: 0px 5px;">2</li><li style="box-sizing: border-box; padding: 0px 5px;">3</li><li style="box-sizing: border-box; padding: 0px 5px;">4</li><li style="box-sizing: border-box; padding: 0px 5px;">5</li><li style="box-sizing: border-box; padding: 0px 5px;">6</li><li style="box-sizing: border-box; padding: 0px 5px;">7</li><li style="box-sizing: border-box; padding: 0px 5px;">8</li><li style="box-sizing: border-box; padding: 0px 5px;">9</li><li style="box-sizing: border-box; padding: 0px 5px;">10</li><li style="box-sizing: border-box; padding: 0px 5px;">11</li><li style="box-sizing: border-box; padding: 0px 5px;">12</li><li style="box-sizing: border-box; padding: 0px 5px;">13</li><li style="box-sizing: border-box; padding: 0px 5px;">14</li><li style="box-sizing: border-box; padding: 0px 5px;">15</li><li style="box-sizing: border-box; padding: 0px 5px;">16</li><li style="box-sizing: border-box; padding: 0px 5px;">17</li><li style="box-sizing: border-box; padding: 0px 5px;">18</li><li style="box-sizing: border-box; padding: 0px 5px;">19</li><li style="box-sizing: border-box; padding: 0px 5px;">20</li></ul>
例如:
<code class="hljs php has-numbering" style="display: block; padding: 0px; color: inherit; box-sizing: border-box; font-family: 'Source Code Pro', monospace;font-size:undefined; white-space: pre; border-radius: 0px; word-wrap: normal; background: transparent;"><span class="hljs-class" style="box-sizing: border-box;"><span class="hljs-keyword" style="color: rgb(0, 0, 136); box-sizing: border-box;">class</span> <span class="hljs-title" style="box-sizing: border-box; color: rgb(102, 0, 102);">ExtendedExecutor</span> <span class="hljs-keyword" style="color: rgb(0, 0, 136); box-sizing: border-box;">extends</span> <span class="hljs-title" style="box-sizing: border-box; color: rgb(102, 0, 102);">ThreadPoolExecutor</span> {</span> <span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">// ...</span> <span class="hljs-keyword" style="color: rgb(0, 0, 136); box-sizing: border-box;">protected</span> void afterExecute(Runnable r, Throwable t) { super.afterExecute(r, t); <span class="hljs-keyword" style="color: rgb(0, 0, 136); box-sizing: border-box;">if</span> (t == <span class="hljs-keyword" style="color: rgb(0, 0, 136); box-sizing: border-box;">null</span> && r <span class="hljs-keyword" style="color: rgb(0, 0, 136); box-sizing: border-box;">instanceof</span> Future<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;"><?</span>>) { <span class="hljs-keyword" style="color: rgb(0, 0, 136); box-sizing: border-box;">try</span> { Object result = ((Future<span class="hljs-preprocessor" style="color: rgb(68, 68, 68); box-sizing: border-box;"><?</span>>) r).get(); } <span class="hljs-keyword" style="color: rgb(0, 0, 136); box-sizing: border-box;">catch</span> (CancellationException ce) { t = ce; } <span class="hljs-keyword" style="color: rgb(0, 0, 136); box-sizing: border-box;">catch</span> (ExecutionException ee) { t = ee.getCause(); } <span class="hljs-keyword" style="color: rgb(0, 0, 136); box-sizing: border-box;">catch</span> (InterruptedException ie) { Thread.currentThread().interrupt(); <span class="hljs-comment" style="color: rgb(136, 0, 0); box-sizing: border-box;">// ignore/reset</span> } } <span class="hljs-keyword" style="color: rgb(0, 0, 136); box-sizing: border-box;">if</span> (t != <span class="hljs-keyword" style="color: rgb(0, 0, 136); box-sizing: border-box;">null</span>) System.out.println(t); }}</code><ul class="pre-numbering" style="box-sizing: border-box; position: absolute; width: 50px; top: 0px; left: 0px; margin: 0px; padding: 6px 0px 40px; border-right-width: 1px; border-right-style: solid; border-right-color: rgb(221, 221, 221); list-style: none; text-align: right; background-color: rgb(238, 238, 238);"><li style="box-sizing: border-box; padding: 0px 5px;">1</li><li style="box-sizing: border-box; padding: 0px 5px;">2</li><li style="box-sizing: border-box; padding: 0px 5px;">3</li><li style="box-sizing: border-box; padding: 0px 5px;">4</li><li style="box-sizing: border-box; padding: 0px 5px;">5</li><li style="box-sizing: border-box; padding: 0px 5px;">6</li><li style="box-sizing: border-box; padding: 0px 5px;">7</li><li style="box-sizing: border-box; padding: 0px 5px;">8</li><li style="box-sizing: border-box; padding: 0px 5px;">9</li><li style="box-sizing: border-box; padding: 0px 5px;">10</li><li style="box-sizing: border-box; padding: 0px 5px;">11</li><li style="box-sizing: border-box; padding: 0px 5px;">12</li><li style="box-sizing: border-box; padding: 0px 5px;">13</li><li style="box-sizing: border-box; padding: 0px 5px;">14</li><li style="box-sizing: border-box; padding: 0px 5px;">15</li><li style="box-sizing: border-box; padding: 0px 5px;">16</li><li style="box-sizing: border-box; padding: 0px 5px;">17</li><li style="box-sizing: border-box; padding: 0px 5px;">18</li><li style="box-sizing: border-box; padding: 0px 5px;">19</li><li></li></ul>
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