Java多线程与并发库高级应用-工具类介绍
java.util.concurrent.Lock
1、Lock比传统线程模型中的synchronized方式更加面向对象，与生活中的锁类似，
锁本身也应该是一个对象。两个线程执行的代码片段要实现同步互斥的效果，它们必须用同一个Lock对象。
lock替代synchronized
class Outputer { Lock lock = new ReentrantLock(); public void output(String name) { int len = name.length(); lock.lock(); try{ for (int i = 0; i < len; i++) { char c = name.charAt(i); System.out.print(c); } }finally{ lock.unlock(); //这里防止内部代码出现异常，即无论如何最后都会释放锁 } lock.unlock(); System.out.println(); } }
售票系统
package com.java.juc; import java.util.concurrent.locks.Lock; import java.util.concurrent.locks.ReentrantLock; public class TestLock { public static void main(String[] args) { Ticket ticket = new Ticket(); new Thread(ticket, "窗口1售票").start(); new Thread(ticket, "窗口2售票").start(); new Thread(ticket, "窗口3售票").start(); } } class Ticket implements Runnable { private int ticket = 100; private Lock lock = new ReentrantLock(); @Override public void run() { while (true) { lock.lock(); try { if (ticket > 0) { Thread.sleep(20); System.out.println(Thread.currentThread().getName() + "，余票量：" + ticket--); } } catch (InterruptedException e) { e.printStackTrace(); } finally { lock.unlock(); } } } }
2、读写锁：
读写锁：分为读锁和写锁，多个读锁不互斥，读锁与写锁互斥，这是由jvm自己控制的，你只要上好相应的锁即可。
* 如果你的代码只读数据，可以很多人同时读，但不能同时写，那就上读锁；
* 如果你的代码修改数据，只能有一个人在写，且不能同时读取，那就上写锁。
* 总之，读的时候上读锁，写的时候上写锁！
/* 面试题：3个线程读，3个线程写 同一个数据 */ public class ReadWriteLockTest { public static void main(String[] args) { final Queue3 queue = new Queue3(); for(int i = 0;i<3;i++){ new Thread(new Runnable() { @Override public void run() { while(true){ queue.get(); } } }).start(); new Thread(new Runnable() { @Override public void run() { queue.set(new Random().nextInt(10000)); } }).start(); } } } class Queue3{ private Object data = null; //共享数据 ，只能有一个线程写该数据，但可以有多个线程同时读 ReadWriteLock rwl = new ReentrantReadWriteLock(); //读写锁 public void get(){ try { rwl.readLock().lock(); //上读锁 可以有多个线程同时读 System.out.println(Thread.currentThread().getName() + " be ready to read data!"); Thread.sleep((long)Math.random() * 1000); System.out.println(Thread.currentThread().getName() + " have read data : "+ data); } catch (InterruptedException e) { }finally{ rwl.readLock().unlock(); //释放读锁 } } public void set(Object data){ try { rwl.writeLock().lock(); //添加写锁，保证只能有一个线程进行写操作 System.out.println(Thread.currentThread().getName() + " be read to write data: "+ data); Thread.sleep((long)Math.random() * 1000); this.data = data; System.out.println(Thread.currentThread().getName() + "has write data"); } catch (InterruptedException e) { e.printStackTrace(); }finally{ rwl.writeLock().unlock(); //释放写锁 } } }
简单的读写锁示例
package com.java.juc; import java.util.Random; import java.util.concurrent.locks.ReadWriteLock; import java.util.concurrent.locks.ReentrantReadWriteLock; public class TestReadWriteLock { public static void main(String[] args) { final ReadWriteLockDemo demo = new ReadWriteLockDemo(); new Thread(new Runnable(){ @Override public void run() { demo.set(new Random().nextInt(5000)); } },"Write").start(); for(int i = 0;i<100;i++){ new Thread(new Runnable() { @Override public void run() { demo.get(); } }, "Read").start(); } } } class ReadWriteLockDemo{ private int number = 0; private ReadWriteLock lock = new ReentrantReadWriteLock(); public void get(){ try{ lock.readLock().lock(); System.out.println(Thread.currentThread().getName() +" "+number); }finally{ lock.readLock().unlock(); } } public void set(int number){ try{ lock.writeLock().lock(); this.number = number; }finally{ lock.writeLock().unlock(); } } }
Hibernate的一个面试题：
User user = session.load(id,User.class);
User user = session.get(id,User.class);
以上两个的却别。
get()方式，直接查询数据库，如果查询到赋值给User对象，如果没有查询到则返回为null
load()方式，实际上是从User的一个代理中获取， User$Proxy中包含有一个真实的User对象，当调用load()时，如果成员变量User为null，则从数据库查询将记录返回并给User赋值，当load()时User不为null，则直接返回User对象
/** * 面试题： 设计一个缓存系统 * @author Administrator * */ public class CacheDemo { Map<String, Object> cache = new HashMap<String, Object>(); public static void main(String[] args) { } private ReadWriteLock rwl = new ReentrantReadWriteLock(); public Object getData(String key){ rwl.readLock().lock(); Object value = null; try { value = cache.get(key); if(value == null){ rwl.readLock().unlock(); rwl.writeLock().lock(); try { if(value == null){ //防止后边线程加载数据，使用双端检测机制 value = "xxx"; //queryDB cache.put(key, value); } }finally{ rwl.writeLock().unlock(); } rwl.readLock().lock(); } } catch (Exception e) { }finally{ rwl.readLock().unlock(); } return value; } }
ReadWriteLock javaAPI中有缓存的代码：
class CachedData {
Object data;
volatile boolean cacheValid;
ReentrantReadWriteLock rwl = new ReentrantReadWriteLock();
void processCachedData() {
rwl.readLock().lock();
if (!cacheValid) {
// Must release read lock before acquiring write lock
rwl.readLock().unlock();
rwl.writeLock().lock();
// Recheck state because another thread might have acquired
// write lock and changed state before we did.
if (!cacheValid) {
data = ...
cacheValid = true;
}
// Downgrade by acquiring read lock before releasing write lock
rwl.readLock().lock();
rwl.writeLock().unlock(); // Unlock write, still hold read
}
use(data);
rwl.readLock().unlock();
}
}
3、Condition 实现线程通信
传统的线程通信方式
/* * 传统线程通信 * 主线程和子线程分别打印 100次 和 10次，循环50次 */ public class TraditionalThreadCommunication2 { public static void main(String[] args) { final Buiness buiness = new Buiness(); new Thread(new Runnable() { @Override public void run() { for(int i = 1;i<=50;i++){ buiness.sub(i); } } }).start(); for(int i = 1;i<=50;i++){ buiness.main(i); } } static class Buiness{ private boolean isShouldSub = false; //主线程先打印 public synchronized void main(int j){ //进行同步，防止在打印时被其他线程干扰 while(isShouldSub){ //这里使用while 防止假唤醒 try { this.wait(); //wait() 和 notify() 必须出现在synchronized同步中 } catch (InterruptedException e) { e.printStackTrace(); } } for(int i = 1;i<=100;i++){ System.out.println("main thread print "+ i + " loop of " + j); } isShouldSub = true; this.notify(); } public synchronized void sub(int j){ while(!isShouldSub){ try { this.wait(); } catch (InterruptedException e) { e.printStackTrace(); } } for(int i = 1 ; i<=10;i++){ System.out.println("sub thread print "+ i + " loop of " + j); } isShouldSub = false; this.notify(); } } }
将上述程序改写为使用Condition
/* * 传统线程通信 * 主线程和子线程分别打印 100次 和 10次，循环50次 * 改写成使用 Condition 的方式 */ public class TraditionalThreadCommunication2 { public static void main(String[] args) { final Buiness buiness = new Buiness(); new Thread(new Runnable() { @Override public void run() { for(int i = 1;i<=50;i++){ buiness.sub(i); } } }).start(); for(int i = 1;i<=50;i++){ buiness.main(i); } } /** * 将程序改写为使用Lock&Condition的方式进行 同步和通信 * @author Administrator * */ static class Buiness{ Lock lock = new ReentrantLock(); Condition condition = lock.newCondition(); private boolean isShouldSub = false; //主线程先打印 public void main(int j){ //进行同步，防止在打印时被其他线程干扰 lock.lock(); try { while(isShouldSub){ //这里使用while 防止假唤醒 try { condition.await(); // this.wait(); //wait() 和 notify() 必须出现在同步监视器内部中 } catch (Exception e) { e.printStackTrace(); } } for(int i = 1;i<=100;i++){ System.out.println("main thread print "+ i + " loop of " + j); } isShouldSub = true; condition.signal(); // this.notify(); } finally { lock.unlock(); } } public void sub(int j){ lock.lock(); try { while(!isShouldSub){ try { condition.await(); // this.wait(); } catch (Exception e) { e.printStackTrace(); } } for(int i = 1 ; i<=10;i++){ System.out.println("sub thread print "+ i + " loop of " + j); } isShouldSub = false; condition.signal(); // this.notify(); } finally{ lock.unlock(); } } } }
main thread print 1 loop of 1
main thread print 2 loop of 1
main thread print 3 loop of 1
main thread print 4 loop of 1
main thread print 5 loop of 1
main thread print 6 loop of 1
main thread print 7 loop of 1
...
main thread print 99 loop of 1
main thread print 100 loop of 1
sub thread print 1 loop of 1
sub thread print 2 loop of 1
sub thread print 3 loop of 1
sub thread print 4 loop of 1
sub thread print 5 loop of 1
sub thread print 6 loop of 1
sub thread print 7 loop of 1
sub thread print 8 loop of 1
sub thread print 9 loop of 1
sub thread print 10 loop of 1
main thread print 1 loop of 2
main thread print 2 loop of 2
main thread print 3 loop of 2
main thread print 4 loop of 2
main thread print 5 loop of 2
main thread print 6 loop of 2
main thread print 7 loop of 2
main thread print 8 loop of 2
main thread print 9 loop of 2
...
main thread print 99 loop of 2
main thread print 100 loop of 2
sub thread print 1 loop of 2
sub thread print 2 loop of 2
sub thread print 3 loop of 2
sub thread print 4 loop of 2
sub thread print 5 loop of 2
sub thread print 6 loop of 2
sub thread print 7 loop of 2
sub thread print 8 loop of 2
sub thread print 9 loop of 2
sub thread print 10 loop of 2
main thread print 1 loop of 3
main thread print 2 loop of 3
main thread print 3 loop of 3
...
使用Condition比传统的好处
可以实现多路Condition ，在javaAPI中有
class BoundedBuffer {
final Lock lock = new ReentrantLock();
final Condition notFull = lock.newCondition();
final Condition notEmpty = lock.newCondition();
final Object[] items = new Object[100];
int putptr, takeptr, count;
public void put(Object x) throws InterruptedException {
lock.lock();
try {
while (count == items.length)
notFull.await();
items[putptr] = x;
if (++putptr == items.length) putptr = 0;
++count;
notEmpty.signal();
} finally {
lock.unlock();
}
}
public Object take() throws InterruptedException {
lock.lock();
try {
while (count == 0)
notEmpty.await();
Object x = items[takeptr];
if (++takeptr == items.length) takeptr = 0;
--count;
notFull.signal();
return x;
} finally {
lock.unlock();
}
}
}
使用多路Condition，可以扩展上述的一个例子，老大打印完 -> 老二 老二-> 老三 老三-> 老大 老大-> 老二...
/** * 第一个线程循环100次，第二个线程循环10次，第三个线程循环20次，如此循环50次，请写出程序 这里使用Condition * * @author Administrator * */ public class ThreeConditionCommunication { public static void main(String[] args) { final Business2 business = new Business2(); new Thread(new Runnable() { @Override public void run() { for (int i = 1; i <= 50; i++) { business.sub2(i); } } }).start(); new Thread(new Runnable() { @Override public void run() { for (int i = 1; i <= 50; i++) { business.sub3(i); } } }).start(); for (int i = 1; i <= 50; i++) { business.main(i); } } } class Business2 { Lock lock = new ReentrantLock(); Condition condition1 = lock.newCondition(); Condition condition2 = lock.newCondition(); Condition condition3 = lock.newCondition(); private int shoudeSub = 1; public void sub2(int i) { lock.lock(); try { while (shoudeSub != 2) { // 这里也可以用 if ，用while比较好一些 As in the one argument // version, interrupts and spurious wakeups are // possible, and this method should always be // used in a loop try { // 防止线程有可能被假唤醒 (while放在这里提现了水准) condition2.await(); //等待 } catch (InterruptedException e) { e.printStackTrace(); } } for (int j = 1; j <= 100; j++) { System.out.println("sub2 thread sequence of " + j + ", loop of " + i); } shoudeSub = 3; condition3.signal();//唤醒 } finally{ lock.unlock(); } } public void sub3(int i) { lock.lock(); try { while (shoudeSub != 3) { // 这里也可以用 if ，用while比较好一些 As in the one argument // version, interrupts and spurious wakeups are // possible, and this method should always be // used in a loop try { // 防止线程有可能被假唤醒 (while放在这里提现了水准) condition3.await(); //等待 } catch (InterruptedException e) { e.printStackTrace(); } } for (int j = 1; j <= 20; j++) { System.out.println("sub3 thread sequence of " + j + ", loop of " + i); } shoudeSub = 1; condition1.signal();//唤醒 } finally{ lock.unlock(); } } public void main(int i) { lock.lock(); try { while (shoudeSub != 1) { try { condition1.await(); } catch (InterruptedException e) { e.printStackTrace(); } } for (int j = 1; j <= 10; j++) { System.out.println("main thread sequence of " + j + ", loop of " + i); } shoudeSub = 2; condition2.signal(); } finally{ lock.unlock(); } } /** * * synchronized (obj) { 这里的obj与obj.wait必须相同，否则会抛异常 while (<condition does * not hold>) obj.wait(); ... // Perform action appropriate to condition } */ }
Condition的一个例子：
编写一个程序，开启3个线程 ，这三个线程的ID分别为 A，B, C,每个线程将自己的ID 在屏幕上打印10遍，要求输出的结果必须按顺序显示。
如：ABCABCABC.....依次递归
这里实现了一个比题目稍微难得例子，A 打印10次，B打印20次 ，C打印5次依次递归20次。
package com.java.juc; import java.util.concurrent.locks.Condition; import java.util.concurrent.locks.Lock; import java.util.concurrent.locks.ReentrantLock; public class TestAlternative { public static void main(String[] args) { final Alternative alternative = new Alternative(); new Thread(new Runnable(){ @Override public void run() { for(int i = 1;i<=20;i++){ alternative.loopA(i); } } },"A").start(); new Thread(new Runnable(){ @Override public void run() { for(int i = 1;i<=20;i++){ alternative.loopB(i); } } },"B").start(); new Thread(new Runnable(){ @Override public void run() { for(int i = 1;i<=20;i++){ alternative.loopC(i); System.out.println("-----------------"); } } },"C").start(); } } class Alternative{ private int number = 1; private Lock lock = new ReentrantLock(); private Condition condition1 = lock.newCondition(); private Condition condition2 = lock.newCondition(); private Condition condition3 = lock.newCondition(); void loopA(int outerLoop){ lock.lock(); try{ while(number != 1){ condition1.await(); } for(int i = 1;i<=10;i++){ System.out.println(Thread.currentThread().getName() + "\t" + i + "\t" + outerLoop); } number = 2; condition2.signal(); }catch(Exception e){ }finally { lock.unlock(); } } void loopB(int outerLoop){ lock.lock(); try{ while(number != 2){ condition2.await(); } for(int i = 1;i<=20;i++){ System.out.println(Thread.currentThread().getName() + "\t" + i + "\t" + outerLoop); } number = 3; condition3.signal(); }catch(Exception e){ }finally{ lock.unlock(); } } void loopC(int outerLoop){ lock.lock(); try{ while(number != 3){ condition3.await(); } for(int i = 1;i<=5;i++){ System.out.println(Thread.currentThread().getName() + "\t" + i + "\t" + outerLoop); } number = 1; condition1.signal(); }catch(Exception e){ }finally{ lock.unlock(); } } }
java5的Semaphere同步工具
Semaphore实现信号灯
Semaphore可以维护当前访问自身的线程个数，并提供了同步机制。使用Semaphore可以控制同时访问资源的线程个数，例如，实现一个文件允许的并发访问数。
假设一个文件同时可以被3个人访问，来了5个人，同时只有3个访问。3个中任何一个出来后，等待的就可以进去了。
public class SemaphoreTest {
public static void main(String[] args) {
ExecutorService service = Executors.newCachedThreadPool();
final Semaphore sp = new Semaphore(3); //还有一个构造方法，Semaphore(int permits, boolean fair) fair参数为true表示谁先来谁先进，一种公平的原则
for(int i=0;i<10;i++){
Runnable runnable = new Runnable(){
public void run(){
try {
sp.acquire();
} catch (InterruptedException e1) {
e1.printStackTrace();
}
System.out.println("线程" + Thread.currentThread().getName() +
"进入，当前已有" + (3-sp.availablePermits()) + "个并发");
try {
Thread.sleep((long)(Math.random()*10000));
} catch (InterruptedException e) {
e.printStackTrace();
}
System.out.println("线程" + Thread.currentThread().getName() +
"即将离开");
sp.release();
//下面代码有时候执行不准确，因为其没有和上面的代码合成原子单元
System.out.println("线程" + Thread.currentThread().getName() +
"已离开，当前已有" + (3-sp.availablePermits()) + "个并发");
}
};
service.execute(runnable);
}
}
}
单个信号量的Semaphore对象可以实现互斥锁的功能，并且可以是由一个线程获得了 "锁"，再由另外一个线程释放"锁"，这可应用于死锁恢复的一些场合。
java5 的CyclicBarrier同步工具
/** * 表示大家彼此等待，大家集合好后才开始出发，分散活动后又在指定地点集合碰面， * 这就好比整个公司的人员利用周末时间集体郊游一样，先各自从家出发到公司集合后， * 再同时出发到公园游玩，在指定地点集合后再同时开始就餐，…。 * @author Administrator * */ public class CyclicBarrierTest { public static void main(String[] args) { ExecutorService threadPool = Executors.newCachedThreadPool(); final CyclicBarrier cb = new CyclicBarrier(3); for (int i = 0; i < 3; i++) { Runnable runnable = new Runnable() { public void run() { try { Thread.sleep((long) (Math.random() * 10000)); System.out.println("线程"+ Thread.currentThread().getName() + "即将到达集合点1,当前已有 "+(cb.getNumberWaiting()+1) +"个已经到达，"+(cb.getNumberWaiting() == 2?"都到齐了，继续走啊":"正在等待")); cb.await(); Thread.sleep((long) (Math.random() * 10000)); System.out.println("线程"+ Thread.currentThread().getName() + "即将到达集合点2,当前已有 "+(cb.getNumberWaiting()+1) +"个已经到达，"+(cb.getNumberWaiting() == 2?"都到齐了，继续走啊":"正在等待")); cb.await(); Thread.sleep((long) (Math.random() * 10000)); System.out.println("线程"+ Thread.currentThread().getName() + "即将到达集合点3,当前已有 "+(cb.getNumberWaiting()+1) +"个已经到达，"+(cb.getNumberWaiting() == 2?"都到齐了，继续走啊":"正在等待")); cb.await(); } catch (Exception e) { // TODO: handle exception } } }; threadPool.execute(runnable); } threadPool.shutdown(); } }
java5的CountDownLatch同步工具
CountDownLatch : 闭锁，在完成某些运算时，只有其他所有线程的运算全部完成，当前运算才继续执行
CountDownLatch应用1：比如要统计5个线程并发的运行时间，即线程的开始时间与最后一个线程的运行结束时间的间隔时间。
package com.java.juc; import java.util.concurrent.CountDownLatch; public class TestCountDownLatch2 { public static void main(String[] args) { CountDownLatch latch = new CountDownLatch(5); LatchDemo2 ld = new LatchDemo2(latch); long start = System.currentTimeMillis(); for(int i = 0;i<5;i++){ new Thread(ld).start(); } try { latch.await(); //先执行完成的线程需要等待还没有执行完的线程 } catch (InterruptedException e) { e.printStackTrace(); } long end = System.currentTimeMillis(); System.out.println("cost: "+ (end - start)); } } class LatchDemo2 implements Runnable{ private CountDownLatch latch; public LatchDemo2(CountDownLatch latch) { this.latch = latch; } @Override public void run() { try { synchronized(this){ for(int i = 0;i<50000;i++){ //找出50000以内的所有偶数 if(i % 2 == 0){ System.out.println(i); } } } } finally{ latch.countDown(); //为了让这一句一定执行可以放在finally中 } } }
还可以应用于计算所有种类商品的平均销售总和，平均销售时间等，如果使用单线程计算效率非常低，相当于是串行计算。可以使用并行计算，按照商品种类进行区分并行的计算。可以将最终的每个线程的计算结果在进行汇总，可以得出最终的的总的销售数据，这就可以使用CountDownLatch进行操作，可以大幅度提高效率。(京东)
应用:运动员跑步比赛，得到最终的排名需要在所有运动员都完成之后，公布最终的结果。
/** * 犹如倒计时计数器，调用CountDownLatch对象的countDown方法就将计数器减一， * 当计数器到达0时，则所有等待者或单个等待者开始执行。 * 可以实现一个人（也可以是多个人）等待其他所有人都来通知他，可以实现一个人通知多个人的效果， * 类似裁判一声口令，运动员同时开始奔跑，或者所有运动员都跑到 * 终点后裁判才可以公布结果。还可以实现一个计划需要多个领导都签字后 * 才能继续向下实施的情况 * @author Administrator * */ public class CountDownLetchTest { public static void main(String[] args) { ExecutorService executorService = Executors.newCachedThreadPool(); final CountDownLatch cdOrder = new CountDownLatch(1); //计数器初始值 1 final CountDownLatch cdAnswer = new CountDownLatch(3); for(int i = 0;i<3;i++){ Runnable runnable = new Runnable() { @Override public void run() { try { System.out.println("线程"+Thread.currentThread().getName() +"正准备接受命令"); cdOrder.await(); System.out.println("线程"+Thread.currentThread().getName() +"已接受命令"); Thread.sleep((long)(Math.random()*10000)); System.out.println("线程"+Thread.currentThread().getName() +"回应命令处理结果"); cdAnswer.countDown(); } catch (Exception e) { // TODO: handle exception } } }; executorService.execute(runnable); } try { Thread.sleep((long)(Math.random()*10000)); System.out.println("线程"+Thread.currentThread().getName() +"即将发布命令"); cdOrder.countDown(); //计数器数值减 1 System.out.println("线程"+Thread.currentThread().getName() +"已发送命令，正在等待结果"); cdAnswer.await(); System.out.println("线程"+Thread.currentThread().getName() +"已收到所有响应结果"); } catch (InterruptedException e) { // TODO Auto-generated catch block e.printStackTrace(); } executorService.shutdown(); } }
java 中CycliBarriar 和 CountDownLatch 有什么区别？
这两个的区别是CyclicBarrier 可以重复使用已经通过的障碍，而 CountdownLatch 不能重复使用。
java5的Exchanger同步工具
/** * 用于实现两个人之间的数据交换，每个人在完成一定的事物后想与对方交换数据，第一个先拿出数据的人将 * 一直等待第二个人拿着数据到来时，才能彼此交换数据。 * @author Administrator * */ public class ExchangerTest { public static void main(String[] args) { ExecutorService executorService = Executors.newCachedThreadPool(); final Exchanger exchanger = new Exchanger(); executorService.execute(new Runnable() { @Override public void run() { try { String data1 = "aaa"; System.out.println("线程" + Thread.currentThread().getName() + "正在把数据" + data1 + "换出去"); Thread.sleep((long) (Math.random() * 10000)); String data2 = (String) exchanger.exchange(data1); System.out.println("线程" + Thread.currentThread().getName() + "换回的数据为 " + data2); } catch (Exception e) { // TODO: handle exception } } }); executorService.execute(new Runnable() { @Override public void run() { try { String data1 = "bbb"; System.out.println("线程" + Thread.currentThread().getName() + "正在把数据" + data1 + "换出去"); Thread.sleep((long) (Math.random() * 10000)); String data2 = (String) exchanger.exchange(data1); System.out.println("线程" + Thread.currentThread().getName() + "换回的数据为 " + data2); } catch (Exception e) { // TODO: handle exception } } }); } }
打印结果为：
线程 pool-1-thread-1正把数据 aaa 换出去
线程 pool-1-thread-2正把数据 bbb 换出去
线程 pool-1-thread-2换回的数据为 aaa
线程 pool-1-thread-1换回的数据为 bbb
