exchanger java另一种栅栏
Posted liumy
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是另一种栅栏,它是一种两方two-party栅栏,各方在栅栏位置上交换数据。
当两方执行不对称的操作时,exchanger会非常有用。
场景例子:
当一个线程向缓冲区写入数据,而另一个线程从缓冲区中读取数据。这些线程可以使用Exchanger来汇合,并将满的缓冲区与空的缓冲区交换。当两个线程通过Exchanger交换对象时,这种交换就把这两个对象安全地发布给另一方。
数据交换的时机取决于应用程序的相应需求。最简单的方案是当缓冲区被填满时,由填充任务进行交换,当缓冲区为空时,由清空任务进行交换。这样会把需要交换的次数降至最低,但如果新数据的到达率不可预测,那么一些数据的处理过程就将延迟。另一个方法是不仅当缓冲被填满时进行交换,并且当缓冲被填充到一定程度并保持一定时间后,也进行交换。
例子:
1 package com.citi.test.mutiplethread.demo5; 2 3 import java.util.concurrent.Exchanger; 4 import java.util.concurrent.ExecutorService; 5 import java.util.concurrent.Executors; 6 7 public class ExchangerTest 8 public static void main(String[] args) 9 ExecutorService executor=Executors.newCachedThreadPool(); 10 final Exchanger exchanger=new Exchanger(); 11 executor.execute(new Runnable() 12 String data1="Ling"; 13 @Override 14 public void run() 15 doExchangerWork(data1, exchanger); 16 17 ); 18 executor.execute(new Runnable() 19 String data1="huhx"; 20 @Override 21 public void run() 22 doExchangerWork(data1, exchanger); 23 24 ); 25 executor.shutdown(); 26 27 private static void doExchangerWork(String data1,Exchanger exchanger) 28 try 29 System.out.println(Thread.currentThread().getName()+" 正在把数据"+data1+"交换出去"); 30 Thread.sleep((long)(Math.random()*1000)); 31 32 String data2=(String)exchanger.exchange(data1); 33 System.out.println(Thread.currentThread().getName()+" 交换数据到"+data2); 34 catch (Exception e) 35 e.printStackTrace(); 36 37 38
如果我们一直买东西,而不邮寄东西,那么Exchanger类其实就变成了简化版本的生产者和消费者的模型。快递员就是生产者,我们本身就是消费者,而柜子就成为了我们媒介容器,看下面的一个例子:
1 package com.citi.test.mutiplethread.demo5; 2 3 import java.util.concurrent.Exchanger; 4 import java.util.concurrent.TimeUnit; 5 import java.util.concurrent.atomic.AtomicInteger; 6 7 public class ExchangerTest1 8 private static Exchanger<DataBuffer<Integer>> exchanger=new Exchanger<>(); 9 static DataBuffer<Integer> initialEmptyBuffer=new DataBuffer<Integer>(); 10 static DataBuffer<Integer> initialFullBuffer=new DataBuffer<Integer>(); 11 static AtomicInteger countDown=new AtomicInteger(5); 12 static class ProducerWorker implements Runnable 13 long sleep; 14 public ProducerWorker(long sleep) 15 this.sleep=sleep; 16 17 @Override 18 public void run() 19 DataBuffer<Integer> currentBuffer=initialEmptyBuffer; 20 while(currentBuffer!=null&&countDown.get()>0) 21 try 22 TimeUnit.SECONDS.sleep(sleep); 23 catch (InterruptedException e) 24 // TODO Auto-generated catch block 25 e.printStackTrace(); 26 27 currentBuffer.put(countDown.get());//每次放入数据 28 if(currentBuffer.isFull()) 29 try 30 System.out.println(Thread.currentThread().getName()+" 放入了快递"+countDown.get()); 31 currentBuffer=exchanger.exchange(currentBuffer); 32 catch (InterruptedException e) 33 // TODO Auto-generated catch block 34 e.printStackTrace(); 35 //交换后得到null 36 37 countDown.getAndDecrement(); 38 39 40 41 42 static class ConsumerWorker implements Runnable 43 long sleep; 44 public ConsumerWorker(long sleep) 45 this.sleep=sleep; 46 47 @Override 48 public void run() 49 DataBuffer<Integer> currentBuffer=initialFullBuffer; 50 while(currentBuffer!=null&&countDown.get()>0) 51 try 52 TimeUnit.SECONDS.sleep(sleep); 53 catch (InterruptedException e) 54 // TODO Auto-generated catch block 55 e.printStackTrace(); 56 57 //如果为空就进行交换 58 if(currentBuffer.isEmpty()) 59 try 60 currentBuffer=exchanger.exchange(currentBuffer);//交换数据 61 Integer value=currentBuffer.get(); 62 System.out.println(Thread.currentThread().getName()+" 拿走了快递"+value); 63 System.out.println(); 64 catch (Exception e) 65 e.printStackTrace(); 66 67 68 69 70 71 public static void main(String[] args) 72 new Thread(new ProducerWorker(1),"快递员").start(); 73 new Thread(new ConsumerWorker(3),"我 ").start(); 74 75 76 private static class DataBuffer<T> 77 T data; 78 public boolean isFull() 79 return data!=null; 80 81 public boolean isEmpty() 82 return data==null; 83 84 public T get() 85 T d=data; 86 data=null; 87 return d; 88 89 public void put(T data) 90 this.data=data; 91 92 93
下面是主要的内部类,属性和方法。
1 /** 2 * Nodes hold partially exchanged data. This class 3 * opportunistically subclasses AtomicReference to represent the 4 * hole. So get() returns hole, and compareAndSet CAS‘es value 5 * into hole. This class cannot be parameterized as "V" because 6 * of the use of non-V CANCEL sentinels. 7 8 Node 持有部分交换数据。这个类继承AtomicReference适时地代表那个洞。 9 所以get()返回洞,并且用CAS来将值填充进洞。 10 11 12 */ 13 private static final class Node extends AtomicReference<Object> 14 /** The element offered by the Thread creating this node. */ 15 public final Object item; 16 17 /** The Thread waiting to be signalled; null until waiting. */ 18 public volatile Thread waiter; 19 20 /** 21 * Creates node with given item and empty hole. 22 * @param item the item 23 */ 24 public Node(Object item) 25 this.item = item; 26 27 28 29 /** 30 * A Slot is an AtomicReference with heuristic padding to lessen 31 * cache effects of this heavily CAS‘ed location. While the 32 * padding adds noticeable space, all slots are created only on 33 * demand, and there will be more than one of them only when it 34 * would improve throughput more than enough to outweigh using 35 * extra space. 36 */ 37 private static final class Slot extends AtomicReference<Object> 38 // Improve likelihood of isolation on <= 64 byte cache lines 39 long q0, q1, q2, q3, q4, q5, q6, q7, q8, q9, qa, qb, qc, qd, qe; 40 41 42 /** 43 * Main exchange function, handling the different policy variants. 44 * Uses Object, not "V" as argument and return value to simplify 45 * handling of sentinel values. Callers from public methods decode 46 * and cast accordingly. 47 * 48 * @param item the (non-null) item to exchange 49 * @param timed true if the wait is timed 50 * @param nanos if timed, the maximum wait time 51 * @return the other thread‘s item, or CANCEL if interrupted or timed out 52 */ 53 private Object doExchange(Object item, boolean timed, long nanos) 54 Node me = new Node(item); // Create in case occupying 55 int index = hashIndex(); // Index of current slot 56 int fails = 0; // Number of CAS failures 57 58 for (;;) 59 Object y; // Contents of current slot 60 Slot slot = arena[index]; 61 if (slot == null) // Lazily initialize slots 62 createSlot(index); // Continue loop to reread 63 else if ((y = slot.get()) != null && // Try to fulfill 64 slot.compareAndSet(y, null)) 65 Node you = (Node)y; // Transfer item 66 if (you.compareAndSet(null, item)) 67 LockSupport.unpark(you.waiter); 68 return you.item; 69 // Else cancelled; continue 70 71 else if (y == null && // Try to occupy 72 slot.compareAndSet(null, me)) 73 if (index == 0) // Blocking wait for slot 0 74 return timed ? 75 awaitNanos(me, slot, nanos) : 76 await(me, slot); 77 Object v = spinWait(me, slot); // Spin wait for non-0 78 if (v != CANCEL) 79 return v; 80 me = new Node(item); // Throw away cancelled node 81 int m = max.get(); 82 if (m > (index >>>= 1)) // Decrease index 83 max.compareAndSet(m, m - 1); // Maybe shrink table 84 85 else if (++fails > 1) // Allow 2 fails on 1st slot 86 int m = max.get(); 87 if (fails > 3 && m < FULL && max.compareAndSet(m, m + 1)) 88 index = m + 1; // Grow on 3rd failed slot 89 else if (--index < 0) 90 index = m; // Circularly traverse 91 92 93
底层原理分析:
用到的关键技术是
1.使用CAS自旋来进行数据交换。
2.使用LockSupport的park方法使交换线程进入休眠等待,用unpartk方法使线程唤醒。
3.此外还声明了一个Node对象来存储交换数据,该类继承了AtomicReference.
使用exchanger可以轻松的实现两个线程交换数据。如果超过两个线程,很可能会有问题。
参考资料:
https://cloud.tencent.com/developer/article/1350850
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