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ForkJoin、BlockingDeque、ReentrantLock的使用(BAT-JUC笔试题)

2020-12-09 11:37 579 查看

1:有一个总任务A,分解为子任务A1 A2 A3 ...,任何一个子任务失败后要快速取消所有任务,请写程序模拟。

「请寻求最优解,不要只是粗暴wait()」

本题解题思路:Fork/Join

通常使用其更专门的类型之一 RecursiveTask(可以返回结果)或 RecursiveAction。
Oracle 官方文档:https://docs.oracle.com/javase/tutorial/essential/concurrency/forkjoin.html

主功能就是将一个大任务拆分成多个小任务进行处理。

处理过程中只要有个小任务失败报错,剩下的任务将可能被立即停止。
以下为代码实现:

1.1:实现代码

public class SonTask extends RecursiveAction {

private static final Logger logger = LoggerFactory.getLogger(SonTask.class);

/**
* 总共任务量
**/
private final int taskCount;
/**
* 当前task被分配的任务量
**/
private final int taskMete;
/**
* 当前task序号
**/
private int taskRank;
/**
* 每个task最大可处理任务量
**/
private final int maxTask = 1;

public SonTask(int taskCount) {
this.taskCount = taskCount;
this.taskMete = taskCount;
}

private SonTask(int taskCount, int taskMete, int taskRank) {
this.taskCount = taskCount;
this.taskMete = taskMete;
this.taskRank = taskRank;
}

@Override
protected void compute() {
// 任务分配量是否满足处理条件,不满足则将任务再拆分
if (taskMete == maxTask) {
printSelf();
} else {
List<SonTask> sonTaskList = new ArrayList<>();
for (int i = 1; i <= taskCount; i++) {
sonTaskList.add(new SonTask(taskCount, 1, i));
}
// 执行所有任务
invokeAll(sonTaskList);
}
}

/**
* task 1 正常结束 ->
* task 2 执行报错 ->
* task 3 直接终止
**/
private void printSelf() {
logger.info("SON TASK RANK [{}] START", taskRank);
try {
TimeUnit.SECONDS.sleep(taskRank * 3);
if (taskRank == 2) {
logger.error("eroor occured");
throw new RuntimeException("error");
} else {
logger.info("TASK [{}] OVER", taskRank);
}
} catch (InterruptedException e) {
e.printStackTrace();
}
}

}

1.2:测试

public class StartMain {

public static void main(String[] args) {
ForkJoinPool pool = new ForkJoinPool(10);

SonTask sonTask = new SonTask(3);

pool.invoke(sonTask);
}
}

在task 1结束后由于task 2报错了,task 3被取消执行。

看看ForkJoinTask#invokeAll(Collection tasks) 的源码注释中有这么一句话:

If any task 56c encounters an exception, others may be cancelled.

/**
* Forks all tasks in the specified collection, returning when
* {@code isDone} holds for each task or an (unchecked) exception
* is encountered, in which case the exception is rethrown. If
* more than one task encounters an exception, then this method
* throws any one of these exceptions. If any task encounters an
* exception, others may be cancelled. However, the execution
* status of individual tasks is not guaranteed upon exceptional
* return. The status of each task may be obtained using {@link
* #getException()} and related methods to check if they have been
* cancelled, completed normally or exceptionally, or left
* unprocessed.
*
* @param tasks the collection of tasks
* @param <T> the type of the values returned from the tasks
* @return the tasks argument, to simplify usage
* @throws NullPointerException if tasks or any element are null
*/
public static <T extends ForkJoinTask<?>> Collection<T> invokeAll(Collection<T> tasks) {
...
}

2:请用两个线程 56c 交替输出A1B2C3D4...,A线程输出字母,B线程输出数字,要求A线程首先执行,B线程其次执行!(多种同步机制的运用)

「请寻求最优解,不要简单的synchronized」

本题解题思路:ReentrantLock、Condtional

1:利用Conditon#await、Condition#signal 进行线程之间的通信,替代Object#wait、Object#notify。
2:勿使用Thread#join 这种阻塞主线程的方式,也达不到该题的需求。

Condition的类注释:

/**
* {@code Condition} factors out the {@code Object} monitor
* methods ({@link Object#wait() wait}, {@link Object#notify notify}
* and {@link Object#notifyAll notifyAll}) into distinct objects to
* give the effect of having multiple wait-sets per object, by
* combining them with the use of arbitrary {@link Lock} implementations.
* Where a {@code Lock} replaces the use of {@code synchronized} methods
* and statements, a {@code Condition} replaces the use of the Object
* monitor methods.
* ...
*/

2.1:实现代码

public class StartMain {

private static final Logger logger = LoggerFactory.getLogger(StartMain.class);
private static final ReentrantLock lock = new ReentrantLock();
private static final String[] arr = new String[]{"A1",
ad0
"B2", "C3", "D4"};
private static final AtomicInteger index = new AtomicInteger(0);

public static void main(String[] args) {
Condition conditionA = lock.newCondition();
Condition conditionB = lock.newCondition();

Thread threadA = new Thread(() -> {
while (index.get() < arr.length) {
try {
lock.lock();
logger.info(arr[index.get()]);
index.incrementAndGet();
conditionB.signal();
conditionA.await();
} catch (Exception e) {
e.printStackTrace();
} finally {
lock.unlock();
}
}
}, "thread-A");

Thread threadB = new Thread(() -> {
while (index.get() < arr.length) {
try {
lock.lock();
conditionB.await();
logger.info(arr[index.get()]);
index.incrementAndGet();
conditionA.signal();
} catch (Exception e) {
e.printStackTrace();
} finally {
lock.unlock();
}
}
}, "thread-B");

threadB.start();

// 为了使测试更加逼真,先让B开始
try {
TimeUnit.SECONDS.sleep(2);
} catch (InterruptedException e) {
e.printStackTrace();
}

threadA.start();
}

}

2.2:Condition#await

/**
* Causes the current thread to wait until it is signalled or
* {@linkplain Thread#interrupt interrupted}.
*
* <p>The lock associated with this {@code Condition} is atomically
* released and the current thread becomes disabled for thread scheduling
* purposes and lies dormant until <em>one</em> of four things happens:
*
* ...
* @throws InterruptedException if the current thread is interrupted
*         (and interruption of thread suspension is supported)
*/
void await() throws InterruptedException;

**The lock associated with this {@code Condition} is atomically released and the current thread becomes disabled **
for thread scheduling purposes and lies dormant until ...

调用了Condition.await()方法后该线程所持有的Lock锁会被释放掉,并且当前线程会变得不可用(阻塞),直到调用了Condtion.signal()方法。

3:华为面试题

「请寻求最优解,不要简单的生产者-消费者模式」

< 2e73 p>有一个生产奶酪的厂家,每天需要生产100000份奶酪卖给超市,通过一辆货车发货,送货车每次送100份。
厂家有一个容量为1000份的冷库,用于奶酪保鲜,生产的奶酪需要先存放在冷库,运输车辆从冷库取货。
厂家有三条生产线,分别是牛奶供应生产线,发酵剂制作生产线,奶酪生产线。
生产每份奶酪需要2份牛奶和一份发酵剂。
请设计生产系统?

本题解题思路: BlockingDeque阻塞队列、Atomic原子类

Oracle 官方文档:https://docs.oracle.com/javase/7/docs/api/java/util/concurrent/BlockingDeque.html

3.1:api注释

1:BlockingDeque#take()

/**
* Retrieves and removes the head of the queue represented by this deque
* (in other words, the first element of this deque), waiting if
* necessary until an element becomes available.
*
* <p>This method is equivalent to {@link #takeFirst() takeFirst}.
*
* @return the head of this deque
* @throws InterruptedException if interrupted while waiting
*/
E take() throws InterruptedException;

该方法若从队列中取不到元素会造成当前线程阻塞,直到拿到元素为止。

2:BlockingDeque#put(E e)

/**
* Inserts the specified element into the queue represented by this deque
* (in other words, at the tail of this deque), waiting if necessary for
* space to become available.
*
* <p>This method is equivalent to {@link #putLast(Object) putLast}.
*
* @param e the element to add
* @throws InterruptedException {@inheritDoc}
* @throws ClassCastException if the class of the specified element
*         prevents it from being added to this deque
* @throws NullPointerException if the specified element is null
* @throws IllegalArgumentException if some property of the specified
*         element prevents it from being added to this deque
*/
void put(E e) throws InterruptedException;

当队列容量达到上限时,其他元素无法入队且使当前线程阻塞,直到队有可用空间为止。

3.2:实现代码

public class ProductOnlineBus {

private static final Logger logger = LoggerFactory.getLogger(ProductOnlineBus.class);
/**
* 生产奶酪数量
**/
private final int prodNum;
/**
* 牛奶=奶酪*2
**/
private final int milkMultiple = 2;
/**
* 发酵剂=奶酪*1
**/
private final int fjjMultiple = 1;
/**
* 奶酪仓库容量
**/
private final int cheeseCapacity = 1000;
/**
* 单词运输奶酪数量
**/
private final int truckCapacity = 100;
/**
* 总共需要运输多少次
**/
private final int needTruckTimes;
/**
* 生产线--阻塞队列
**/
private final BlockingDeque<MiikNode> milkNodeBlockingDeque;
private final BlockingDeque<FJJNode> fjjNodeBlockingDeque;
private final BlockingDeque<CheeseNode> cheeseNodeBlockingDeque;
/**
* 实际运输次数
**/
private final AtomicInteger trucked = new AtomicInteger(0);
/**
* 各生产线生产次数
**/
private final AtomicInteger milkProded = new AtomicInteger(0);
private final AtomicInteger fjjProded = new AtomicInteger(0);
private final AtomicInteger cheeseProded = new AtomicInteger(0);

public ProductOnlineBus(int prodNum) {
if ((prodNum % truckCapacity) != 0) {
throw new RuntimeException("请输入truckCapacity的倍数");
}
this.prodNum = prodNum;
this.milkNodeBlockingDeque = new LinkedBlockingDeque<>(milkMultiple);
this.fjjNodeBlockingDeque = new LinkedBlockingDeque<>(fjjMultiple);
this.cheeseNodeBlockingDeque = new LinkedBlockingDeque<>(cheeseCapacity);
this.needTruckTimes = prodNum / truckCapacity;
}

public void starter() {
new Thread(() -> {
int len = prodNum * milkMultiple;
for (int i = 0; i < len; i++) {
try {
milkNodeBlockingDeque.put(new MiikNode(i));
milkProded.incrementAndGet();
} catch (InterruptedException e) {
e.printStackTrace();
}
}
}, "MilkThread").start();

new Thread(() -> {
int len = prodNum * fjjMultiple;
for (int i = 0; i < len; i++) {
try {
fjjNodeBlockingDeque.put(new FJJNode(i));
fjjProded.incrementAndGet();
} catch (InterruptedException e) {
e.printStackTrace();
}
}
}, "FJJThread").start();

new Thread(() -> {
for (int i = 0; i < prodNum; i++) {
try {
for (int j = 0; j < milkMultiple; j++) {
milkNodeBlockingDeque.take();
}
for (int j = 0; j < fjjMultiple; j++) {
fjjNodeBlockingDeque.take();
}
cheeseNodeBlockingDeque.put(new CheeseNode(i));
cheeseProded.incrementAndGet();
} catch (InterruptedException e) {
e.printStackTrace();
}
}
}, "CheeseThread").start();

new Thread(() -> {
while (trucked.get() < needTruckTimes) {
try {
for (int i = 0; i < truckCapacity; i++) {
cheeseNodeBlockingDeque.take();
}
trucked.incrementAndGet();
} catch (InterruptedException e) {
e.printStackTrace();
}
}
logger.info("over of->cheese:[{}],milk:[{}],fjj[{}],truck:[{}]",
cheeseProded.get(), milkProded.get(), fjjProded.get(), trucked.get());
}, "TruckThread").start();
}

/**
* 牛奶
**/
private class MiikNode {
public MiikNode(int seq) {
logger.info("生产牛奶[{}]...", seq);
}
}

/**
* 发酵剂
**/
private class FJJNode {
public FJJNode(int seq) {
logger.info("生产发酵剂[{}]...", seq);
}
}

/**
* 奶酪
**/
private class CheeseNode {
public CheeseNode(int seq) {
logger.info("生产奶酪[{}]...", seq);
}
}

}

3.3:运行

public class StartMain {

public static void main(String[] args) {
ProductOnlineBus pb = new ProductOnlineBus(100000);
pb.starter();
}
}

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