为什么使用线程池及线程池讲解
来源:互联网 发布:linux 机器重启时间 编辑:程序博客网 时间:2024/06/08 19:15
当我们需要频繁的创建多个线程进行耗时操作时,每次通过new Thread实现并不是一个好的方式,每次new Thred新建和销毁对象性能较差,线程缺乏管理,并不能充分利用每一个线程,可能无限制新建线程,相互之间竞争,可能占用过多系统资源导致死锁,并且缺乏定时执行、定期执行、线程中断等功能。
java提供了四种线程池,他能够有效的管理、调度线程,避免过多的资源消耗。线程池的有点有以下几点:
1)重用存在的线程,减少对象创建销毁的开销。
2)可有效的控制最大并发线程数,提高系统资源的使用率,同时避免过多资源竞争,避免堵塞。
3)提供定时执行、定期执行、单线程、并发数控制等功能。
线程池都实现了ExecutorService接口,该接口定义了线程池需要实现的接口,如submit、execute、shutdown等。它的实现由ThreadPoolExecutor和ScheduledThreadPoolExecutor,ThreadPoolExecutor也就是我们运用最多的线程池实现,ScheduledThreadPoolExecutor则用于周期性的执行任务。同常我们并不会直接new的形式创建线程池,因为创建参数过程相对复杂,我们通常通过Executors工厂类来简化这个过程。
public class Executors { /** * Creates a thread pool that reuses a fixed number of threads * operating off a shared unbounded queue. At any point, at most * <tt>nThreads</tt> threads will be active processing tasks. * If additional tasks are submitted when all threads are active, * they will wait in the queue until a thread is available. * If any thread terminates due to a failure during execution * prior to shutdown, a new one will take its place if needed to * execute subsequent tasks. The threads in the pool will exist * until it is explicitly {@link ExecutorService#shutdown shutdown}. * * @param nThreads the number of threads in the pool * @return the newly created thread pool * @throws IllegalArgumentException if <tt>nThreads <= 0</tt> */ public static ExecutorService newFixedThreadPool(int nThreads) { return new ThreadPoolExecutor(nThreads, nThreads, 0L, TimeUnit.MILLISECONDS, new LinkedBlockingQueue<Runnable>()); } /** * Creates a thread pool that reuses a fixed number of threads * operating off a shared unbounded queue, using the provided * ThreadFactory to create new threads when needed. At any point, * at most <tt>nThreads</tt> threads will be active processing * tasks. If additional tasks are submitted when all threads are * active, they will wait in the queue until a thread is * available. If any thread terminates due to a failure during * execution prior to shutdown, a new one will take its place if * needed to execute subsequent tasks. The threads in the pool will * exist until it is explicitly {@link ExecutorService#shutdown * shutdown}. * * @param nThreads the number of threads in the pool * @param threadFactory the factory to use when creating new threads * @return the newly created thread pool * @throws NullPointerException if threadFactory is null * @throws IllegalArgumentException if <tt>nThreads <= 0</tt> */ public static ExecutorService newFixedThreadPool(int nThreads, ThreadFactory threadFactory) { return new ThreadPoolExecutor(nThreads, nThreads, 0L, TimeUnit.MILLISECONDS, new LinkedBlockingQueue<Runnable>(), threadFactory); } /** * Creates an Executor that uses a single worker thread operating * off an unbounded queue. (Note however that if this single * thread terminates due to a failure during execution prior to * shutdown, a new one will take its place if needed to execute * subsequent tasks.) Tasks are guaranteed to execute * sequentially, and no more than one task will be active at any * given time. Unlike the otherwise equivalent * <tt>newFixedThreadPool(1)</tt> the returned executor is * guaranteed not to be reconfigurable to use additional threads. * * @return the newly created single-threaded Executor */ public static ExecutorService newSingleThreadExecutor() { return new FinalizableDelegatedExecutorService (new ThreadPoolExecutor(1, 1, 0L, TimeUnit.MILLISECONDS, new LinkedBlockingQueue<Runnable>())); } /** * Creates an Executor that uses a single worker thread operating * off an unbounded queue, and uses the provided ThreadFactory to * create a new thread when needed. Unlike the otherwise * equivalent <tt>newFixedThreadPool(1, threadFactory)</tt> the * returned executor is guaranteed not to be reconfigurable to use * additional threads. * * @param threadFactory the factory to use when creating new * threads * * @return the newly created single-threaded Executor * @throws NullPointerException if threadFactory is null */ public static ExecutorService newSingleThreadExecutor(ThreadFactory threadFactory) { return new FinalizableDelegatedExecutorService (new ThreadPoolExecutor(1, 1, 0L, TimeUnit.MILLISECONDS, new LinkedBlockingQueue<Runnable>(), threadFactory)); } /** * Creates a thread pool that creates new threads as needed, but * will reuse previously constructed threads when they are * available. These pools will typically improve the performance * of programs that execute many short-lived asynchronous tasks. * Calls to <tt>execute</tt> will reuse previously constructed * threads if available. If no existing thread is available, a new * thread will be created and added to the pool. Threads that have * not been used for sixty seconds are terminated and removed from * the cache. Thus, a pool that remains idle for long enough will * not consume any resources. Note that pools with similar * properties but different details (for example, timeout parameters) * may be created using {@link ThreadPoolExecutor} constructors. * * @return the newly created thread pool */ public static ExecutorService newCachedThreadPool() { return new ThreadPoolExecutor(0, Integer.MAX_VALUE, 60L, TimeUnit.SECONDS, new SynchronousQueue<Runnable>()); } /** * Creates a thread pool that creates new threads as needed, but * will reuse previously constructed threads when they are * available, and uses the provided * ThreadFactory to create new threads when needed. * @param threadFactory the factory to use when creating new threads * @return the newly created thread pool * @throws NullPointerException if threadFactory is null */ public static ExecutorService newCachedThreadPool(ThreadFactory threadFactory) { return new ThreadPoolExecutor(0, Integer.MAX_VALUE, 60L, TimeUnit.SECONDS, new SynchronousQueue<Runnable>(), threadFactory); } /** * Creates a single-threaded executor that can schedule commands * to run after a given delay, or to execute periodically. * (Note however that if this single * thread terminates due to a failure during execution prior to * shutdown, a new one will take its place if needed to execute * subsequent tasks.) Tasks are guaranteed to execute * sequentially, and no more than one task will be active at any * given time. Unlike the otherwise equivalent * <tt>newScheduledThreadPool(1)</tt> the returned executor is * guaranteed not to be reconfigurable to use additional threads. * @return the newly created scheduled executor */ public static ScheduledExecutorService newSingleThreadScheduledExecutor() { return new DelegatedScheduledExecutorService (new ScheduledThreadPoolExecutor(1)); } /** * Creates a single-threaded executor that can schedule commands * to run after a given delay, or to execute periodically. (Note * however that if this single thread terminates due to a failure * during execution prior to shutdown, a new one will take its * place if needed to execute subsequent tasks.) Tasks are * guaranteed to execute sequentially, and no more than one task * will be active at any given time. Unlike the otherwise * equivalent <tt>newScheduledThreadPool(1, threadFactory)</tt> * the returned executor is guaranteed not to be reconfigurable to * use additional threads. * @param threadFactory the factory to use when creating new * threads * @return a newly created scheduled executor * @throws NullPointerException if threadFactory is null */ public static ScheduledExecutorService newSingleThreadScheduledExecutor(ThreadFactory threadFactory) { return new DelegatedScheduledExecutorService (new ScheduledThreadPoolExecutor(1, threadFactory)); } /** * Creates a thread pool that can schedule commands to run after a * given delay, or to execute periodically. * @param corePoolSize the number of threads to keep in the pool, * even if they are idle. * @return a newly created scheduled thread pool * @throws IllegalArgumentException if <tt>corePoolSize < 0</tt> */ public static ScheduledExecutorService newScheduledThreadPool(int corePoolSize) { return new ScheduledThreadPoolExecutor(corePoolSize); } /** * Creates a thread pool that can schedule commands to run after a * given delay, or to execute periodically. * @param corePoolSize the number of threads to keep in the pool, * even if they are idle. * @param threadFactory the factory to use when the executor * creates a new thread. * @return a newly created scheduled thread pool * @throws IllegalArgumentException if <tt>corePoolSize < 0</tt> * @throws NullPointerException if threadFactory is null */ public static ScheduledExecutorService newScheduledThreadPool( int corePoolSize, ThreadFactory threadFactory) { return new ScheduledThreadPoolExecutor(corePoolSize, threadFactory); } /** * Returns an object that delegates all defined {@link * ExecutorService} methods to the given executor, but not any * other methods that might otherwise be accessible using * casts. This provides a way to safely "freeze" configuration and * disallow tuning of a given concrete implementation. * @param executor the underlying implementation * @return an <tt>ExecutorService</tt> instance * @throws NullPointerException if executor null */ public static ExecutorService unconfigurableExecutorService(ExecutorService executor) { if (executor == null) throw new NullPointerException(); return new DelegatedExecutorService(executor); } /** * Returns an object that delegates all defined {@link * ScheduledExecutorService} methods to the given executor, but * not any other methods that might otherwise be accessible using * casts. This provides a way to safely "freeze" configuration and * disallow tuning of a given concrete implementation. * @param executor the underlying implementation * @return a <tt>ScheduledExecutorService</tt> instance * @throws NullPointerException if executor null */ public static ScheduledExecutorService unconfigurableScheduledExecutorService(ScheduledExecutorService executor) { if (executor == null) throw new NullPointerException(); return new DelegatedScheduledExecutorService(executor); } /** * Returns a default thread factory used to create new threads. * This factory creates all new threads used by an Executor in the * same {@link ThreadGroup}. If there is a {@link * java.lang.SecurityManager}, it uses the group of {@link * System#getSecurityManager}, else the group of the thread * invoking this <tt>defaultThreadFactory</tt> method. Each new * thread is created as a non-daemon thread with priority set to * the smaller of <tt>Thread.NORM_PRIORITY</tt> and the maximum * priority permitted in the thread group. New threads have names * accessible via {@link Thread#getName} of * <em>pool-N-thread-M</em>, where <em>N</em> is the sequence * number of this factory, and <em>M</em> is the sequence number * of the thread created by this factory. * @return a thread factory */ public static ThreadFactory defaultThreadFactory() { return new DefaultThreadFactory(); } /** * Returns a thread factory used to create new threads that * have the same permissions as the current thread. * This factory creates threads with the same settings as {@link * Executors#defaultThreadFactory}, additionally setting the * AccessControlContext and contextClassLoader of new threads to * be the same as the thread invoking this * <tt>privilegedThreadFactory</tt> method. A new * <tt>privilegedThreadFactory</tt> can be created within an * {@link AccessController#doPrivileged} action setting the * current thread's access control context to create threads with * the selected permission settings holding within that action. * * <p> Note that while tasks running within such threads will have * the same access control and class loader settings as the * current thread, they need not have the same {@link * java.lang.ThreadLocal} or {@link * java.lang.InheritableThreadLocal} values. If necessary, * particular values of thread locals can be set or reset before * any task runs in {@link ThreadPoolExecutor} subclasses using * {@link ThreadPoolExecutor#beforeExecute}. Also, if it is * necessary to initialize worker threads to have the same * InheritableThreadLocal settings as some other designated * thread, you can create a custom ThreadFactory in which that * thread waits for and services requests to create others that * will inherit its values. * * @return a thread factory * @throws AccessControlException if the current access control * context does not have permission to both get and set context * class loader. */ public static ThreadFactory privilegedThreadFactory() { return new PrivilegedThreadFactory(); } /** * Returns a {@link Callable} object that, when * called, runs the given task and returns the given result. This * can be useful when applying methods requiring a * <tt>Callable</tt> to an otherwise resultless action. * @param task the task to run * @param result the result to return * @return a callable object * @throws NullPointerException if task null */ public static <T> Callable<T> callable(Runnable task, T result) { if (task == null) throw new NullPointerException(); return new RunnableAdapter<T>(task, result); } /** * Returns a {@link Callable} object that, when * called, runs the given task and returns <tt>null</tt>. * @param task the task to run * @return a callable object * @throws NullPointerException if task null */ public static Callable<Object> callable(Runnable task) { if (task == null) throw new NullPointerException(); return new RunnableAdapter<Object>(task, null); } /** * Returns a {@link Callable} object that, when * called, runs the given privileged action and returns its result. * @param action the privileged action to run * @return a callable object * @throws NullPointerException if action null */ public static Callable<Object> callable(final PrivilegedAction<?> action) { if (action == null) throw new NullPointerException(); return new Callable<Object>() { public Object call() { return action.run(); }}; } /** * Returns a {@link Callable} object that, when * called, runs the given privileged exception action and returns * its result. * @param action the privileged exception action to run * @return a callable object * @throws NullPointerException if action null */ public static Callable<Object> callable(final PrivilegedExceptionAction<?> action) { if (action == null) throw new NullPointerException();return new Callable<Object>() { public Object call() throws Exception { return action.run(); }}; } /** * Returns a {@link Callable} object that will, when * called, execute the given <tt>callable</tt> under the current * access control context. This method should normally be * invoked within an {@link AccessController#doPrivileged} action * to create callables that will, if possible, execute under the * selected permission settings holding within that action; or if * not possible, throw an associated {@link * AccessControlException}. * @param callable the underlying task * @return a callable object * @throws NullPointerException if callable null * */ public static <T> Callable<T> privilegedCallable(Callable<T> callable) { if (callable == null) throw new NullPointerException(); return new PrivilegedCallable<T>(callable); } /** * Returns a {@link Callable} object that will, when * called, execute the given <tt>callable</tt> under the current * access control context, with the current context class loader * as the context class loader. This method should normally be * invoked within an {@link AccessController#doPrivileged} action * to create callables that will, if possible, execute under the * selected permission settings holding within that action; or if * not possible, throw an associated {@link * AccessControlException}. * @param callable the underlying task * * @return a callable object * @throws NullPointerException if callable null * @throws AccessControlException if the current access control * context does not have permission to both set and get context * class loader. */ public static <T> Callable<T> privilegedCallableUsingCurrentClassLoader(Callable<T> callable) { if (callable == null) throw new NullPointerException(); return new PrivilegedCallableUsingCurrentClassLoader<T>(callable); } // Non-public classes supporting the public methods /** * A callable that runs given task and returns given result */ static final class RunnableAdapter<T> implements Callable<T> { final Runnable task; final T result; RunnableAdapter(Runnable task, T result) { this.task = task; this.result = result; } public T call() { task.run(); return result; } } /** * A callable that runs under established access control settings */ static final class PrivilegedCallable<T> implements Callable<T> { private final AccessControlContext acc; private final Callable<T> task; private T result; private Exception exception; PrivilegedCallable(Callable<T> task) { this.task = task; this.acc = AccessController.getContext(); } public T call() throws Exception { AccessController.doPrivileged(new PrivilegedAction<T>() { public T run() { try { result = task.call(); } catch (Exception ex) { exception = ex; } return null; } }, acc); if (exception != null) throw exception; else return result; } } /** * A callable that runs under established access control settings and * current ClassLoader */ static final class PrivilegedCallableUsingCurrentClassLoader<T> implements Callable<T> { private final ClassLoader ccl; private final AccessControlContext acc; private final Callable<T> task; private T result; private Exception exception; PrivilegedCallableUsingCurrentClassLoader(Callable<T> task) { this.task = task; this.ccl = Thread.currentThread().getContextClassLoader(); this.acc = AccessController.getContext(); acc.checkPermission(new RuntimePermission("getContextClassLoader")); acc.checkPermission(new RuntimePermission("setContextClassLoader")); } public T call() throws Exception { AccessController.doPrivileged(new PrivilegedAction<T>() { public T run() { ClassLoader savedcl = null; Thread t = Thread.currentThread(); try { ClassLoader cl = t.getContextClassLoader(); if (ccl != cl) { t.setContextClassLoader(ccl); savedcl = cl; } result = task.call(); } catch (Exception ex) { exception = ex; } finally { if (savedcl != null) t.setContextClassLoader(savedcl); } return null; } }, acc); if (exception != null) throw exception; else return result; } } /** * The default thread factory */ static class DefaultThreadFactory implements ThreadFactory { static final AtomicInteger poolNumber = new AtomicInteger(1); final ThreadGroup group; final AtomicInteger threadNumber = new AtomicInteger(1); final String namePrefix; DefaultThreadFactory() { SecurityManager s = System.getSecurityManager(); group = (s != null)? s.getThreadGroup() : Thread.currentThread().getThreadGroup(); namePrefix = "pool-" + poolNumber.getAndIncrement() + "-thread-"; } public Thread newThread(Runnable r) { Thread t = new Thread(group, r, namePrefix + threadNumber.getAndIncrement(), 0); if (t.isDaemon()) t.setDaemon(false); if (t.getPriority() != Thread.NORM_PRIORITY) t.setPriority(Thread.NORM_PRIORITY); return t; } } /** * Thread factory capturing access control and class loader */ static class PrivilegedThreadFactory extends DefaultThreadFactory { private final ClassLoader ccl; private final AccessControlContext acc; PrivilegedThreadFactory() { super(); this.ccl = Thread.currentThread().getContextClassLoader(); this.acc = AccessController.getContext(); acc.checkPermission(new RuntimePermission("setContextClassLoader")); } public Thread newThread(final Runnable r) { return super.newThread(new Runnable() { public void run() { AccessController.doPrivileged(new PrivilegedAction<Object>() { public Object run() { Thread.currentThread().setContextClassLoader(ccl); r.run(); return null; } }, acc); } }); } } /** * A wrapper class that exposes only the ExecutorService methods * of an ExecutorService implementation. */ static class DelegatedExecutorService extends AbstractExecutorService { private final ExecutorService e; DelegatedExecutorService(ExecutorService executor) { e = executor; } public void execute(Runnable command) { e.execute(command); } public void shutdown() { e.shutdown(); } public List<Runnable> shutdownNow() { return e.shutdownNow(); } public boolean isShutdown() { return e.isShutdown(); } public boolean isTerminated() { return e.isTerminated(); } public boolean awaitTermination(long timeout, TimeUnit unit) throws InterruptedException { return e.awaitTermination(timeout, unit); } public Future<?> submit(Runnable task) { return e.submit(task); } public <T> Future<T> submit(Callable<T> task) { return e.submit(task); } public <T> Future<T> submit(Runnable task, T result) { return e.submit(task, result); } public <T> List<Future<T>> invokeAll(Collection<? extends Callable<T>> tasks) throws InterruptedException { return e.invokeAll(tasks); } public <T> List<Future<T>> invokeAll(Collection<? extends Callable<T>> tasks, long timeout, TimeUnit unit) throws InterruptedException { return e.invokeAll(tasks, timeout, unit); } public <T> T invokeAny(Collection<? extends Callable<T>> tasks) throws InterruptedException, ExecutionException { return e.invokeAny(tasks); } public <T> T invokeAny(Collection<? extends Callable<T>> tasks, long timeout, TimeUnit unit) throws InterruptedException, ExecutionException, TimeoutException { return e.invokeAny(tasks, timeout, unit); } } static class FinalizableDelegatedExecutorServiceextends DelegatedExecutorService {FinalizableDelegatedExecutorService(ExecutorService executor) { super(executor);}protected void finalize() { super.shutdown();} } /** * A wrapper class that exposes only the ScheduledExecutorService * methods of a ScheduledExecutorService implementation. */ static class DelegatedScheduledExecutorService extends DelegatedExecutorService implements ScheduledExecutorService { private final ScheduledExecutorService e; DelegatedScheduledExecutorService(ScheduledExecutorService executor) { super(executor); e = executor; } public ScheduledFuture<?> schedule(Runnable command, long delay, TimeUnit unit) { return e.schedule(command, delay, unit); } public <V> ScheduledFuture<V> schedule(Callable<V> callable, long delay, TimeUnit unit) { return e.schedule(callable, delay, unit); } public ScheduledFuture<?> scheduleAtFixedRate(Runnable command, long initialDelay, long period, TimeUnit unit) { return e.scheduleAtFixedRate(command, initialDelay, period, unit); } public ScheduledFuture<?> scheduleWithFixedDelay(Runnable command, long initialDelay, long delay, TimeUnit unit) { return e.scheduleWithFixedDelay(command, initialDelay, delay, unit); } } /** Cannot instantiate. */ private Executors() {}}
启动指定数量的线程---------ThreadPoolExecutor
ThreadPoolExecutor是线程池的实现之一,他的功能是启动指定数量的线程以及将任务添加到一个队列中,并且将任务分发给空闲线程。ExecutorService的生命周期包括三种状态:运行、关闭、终止。创建后便进入运行状态,当调用了shutdown()方法时便进入关闭状态,此时意味着ExecutorService不再接受新的任务,但它还在执行已经提交了得任务。当所有已经提交了得任务完成后,就变成终止状态。
public ThreadPoolExecutor(int corePoolSize,
int maximumPoolSize
long keepAliveTime
TimeUnit unit
BlockingQueue<Runnable> workQueue
ThreadFactory threadFactory
RejectedExecutionHandler handler)
参数说明:
corePoolSize:线程池中所保存的核心线程数。线程池启动后默认是空的,只有任务来临时才会创建线程以处理请求。prestarAllCoreThreads方法可以在线程池启动后即启动所有核心线程以等待任务。
maximumPoolSize:线程池允许创建的最大线程数。当workQueue使用无界队列时(如LinkBlockingQueue),则此参数无效。它与corePoolSize的作用是调整“线程池中实际运行的线程的数量”。例如,当新任务提交给线程池时,如果线程池中运行的线程数量小于corePoolSize,则创建新线城来处理请求;如果此时线程池中运行的线程数量大于corePoolSize但是却小于maximumPoolSize,则仅当阻塞队列(workQueue)满时才创建新线程。如果设置的corePoolSize等于maximumPoolSize则创建了固定大小的线程池。如果将maximumPoolSize设置为基本的无界值(如Integer.MAX_VALUE),则允许线程池适应任意数量的并发任务。
keepAliveTime:当前线程池线程总数大于核心线程时,终止多余的空闲线程的时间
Unit :keepAliveTime的时间单位,可选分、毫秒、秒
workQueue:任务队列,如果当前线程达到核心线程数,且当前所有线程都处于活跃状态时,将新加入的任务放入此队列
threadFactory:线程工厂,让用户可以定制线程的创建过程,通常不需要设置
Handler:拒绝策略,当线程池与workQueue队列都满了的情况下,对新加任务采取的处理策略
其中的workQueue有下列几个常用实现。
1)ArrayBlockingQueue:基于数组结构的有界队列,此队列按FIFO(先进先出)原则对任务进行排序。如果此队列满了还有任务进来,则调用拒绝策略。
2)LinkedBlockingQueue:基于链表结构的无界队列,此队列按FIFO原则对任务进行排序。因为他是无界的,根本不会满,所以采用此队列后线程池将忽略拒绝策略(handler)参数,同时还将忽略最大线程数maximumPoolSize参数
3)SynchronousQueue:直接将任务提交給线程而不是将他加入到队列,实际上此队列是空的。每个插入的操作必须等到另一个调用移除的操作;如果新任务来了线程池没有任何可用线程处理的话则调用拒绝策略。其实要是把maximumPoolSize设置成无界的,加上此队列,就等同于Executors.newCachedThreadPool()。
4)PriorityBlockingQueue:具有优先级的有界队列,可以自定义优先级,默认是按自然排序。
当线程池和workQueue队列都满了的情况下,对新加任务采取的处理策略的默认实现。
1)AbortPolicy:拒绝任务,抛出RejectedExecutionException异常。线程池的默认策略。
2)CallRunsPolicy:拒绝新任务被加入,如果该线程池好没有被关闭,那么将这个新任务执行在调用线程中
3)DiscardOldestPolicy:如果执行程序尚未被关闭,则位于工作队列头部的任务将被删除,然后重试执行程序(如果失败,重复此过程)。这样的结果是最后加入的任务反而有可能被执行,先加入的都被删除了。
4)DiscardPolicy:加不进的任务都被抛弃了,同时没有异常抛出
定时执行一些任务——————ScheduledThreadPoolExecutor
在某些情况下,我们可能需要定时执行一些任务,此时可以通过ScheduledThreadPoolExecutor来实现。我们只需要通过Executoes的newScheduledThreadPool函数即可创建定时执行任务的线程池。
在具有N个处理器的机器上,线程池具有N或N+1个线程时一般会会获得最大cpu利用率
- 为什么使用线程池及线程池讲解
- java 什么是线程池及为什么要使用线程池
- 为什么使用线程池
- 线程池的使用讲解
- 为什么要使用线程池
- 为什么要使用线程池?
- 为什么要使用线程池
- 我们为什么使用线程池
- 为什么要使用线程池
- Java newFixedThreadPool线程池实例及讲解
- 线程池作用及Executors方法讲解
- 线程池作用及Executors方法讲解
- 线程池作用及Executors方法讲解
- ThreadPoolTaskExecutor线程使用,及线程池配置
- ExecutorService线程池讲解
- ExecutorService线程池讲解
- EXECUTORSERVICE线程池讲解
- ExecutorService线程池讲解
- SQLServer中给表增加组合唯一约束
- JAVA基础——泛型数值列表
- Access denied for user 'root'@'localhost' (using password:YES)
- Eclipse中JSP,JS,HTML等代码自动提示的设置
- Android线性曲线视图
- 为什么使用线程池及线程池讲解
- 处理器流水线长度是否存在理论极限?
- 自己动手写一个java版QQ
- docker_docker hub镜像加速
- Android自定义CIrcleView
- docker_相关操作
- BZOJ 1222: [HNOI2001]产品加工 dp
- HDU5938-Four Operations
- 表单标签form