抽象队列同步器AQS应用Lock详解

阳光穿透心脏的1/2处 2023-01-17 13:53 105阅读 0赞

# 多线程系列文章目录 #

Java并发编程核心在于java.util.concurrent包而juc当中的大多数同步器实现都是围绕着共同的基础行为，比如等待队列、条件队列、独占获取、共享获取等，而这个行为的抽象就是基于AbstractQueuedSynchronizer简称AQS，AQS定义了一套多线程访问共享资源的同步器框架，是一个依赖状态(state)的同步器。

--------------------

### 文章目录 ###

*  多线程系列文章目录
 *  一、ReentrantLock
 *  二、AQS具备特性
 *  三丶同步等待队列
 *  四丶条件等待队列
 *  五丶AQS源码分析
 *  总结
 *   *  2.读入数据
 *  总结
 *  总结
 *  总结
 *  总结

--------------------

# 一、ReentrantLock #

ReentrantLock是一种基于AQS框架的应用实现，是JDK中的一种线程并发访问的同步手段，它的功能类似于synchronized是一种互斥锁，可以保证线程安全。而且它具有比synchronized更多的特性，比如它支持手动加锁与解锁，支持加锁的公平性。

使用ReentrantLock进行同步
    ReentrantLock lock = new ReentrantLock(false);//false为非公平锁，true为公平锁
    lock.lock() //加锁
    lock.unlock() //解锁

> ReentrantLock如何实现synchronized不具备的公平与非公平性呢？  
> 在ReentrantLock内部定义了一个Sync的内部类，该类继承AbstractQueuedSynchronized，对该抽象类的部分方法做了实现；并且还定义了两个子类：  
> 1、FairSync 公平锁的实现  
> 2、NonfairSync 非公平锁的实现  
> 这两个类都继承自Sync，也就是间接继承了AbstractQueuedSynchronized，所以这一个ReentrantLock同时具备公平与非公平特性。  
> 上面主要涉及的设计模式：模板模式-子类根据需要做具体业务实现

# 二、AQS具备特性 #

*  阻塞等待队列
 *  共享/独占
 *  公平/非公平
 *  可重入
 *  允许中断  
    除了Lock外，Java.util.concurrent当中同步器的实现如Latch,Barrier,BlockingQueue等，都是基于AQS框架实现
 *  一般通过定义内部类Sync继承AQS
 *  将同步器所有调用都映射到Sync对应的方法 AQS内部维护属性volatile int state (32位)
 *  state表示资源的可用状态  
    **State三种访问方式**  
    getState()、setState()、compareAndSetState()  
    **AQS定义两种资源共享方式**
 *  Exclusive-独占，只有一个线程能执行，如ReentrantLock
 *  Share-共享，多个线程可以同时执行，如Semaphore/CountDownLatch  
    **AQS定义两种队列**
 *  同步等待队列
 *  条件等待队列

不同的自定义同步器争用共享资源的方式也不同。自定义同步器在实现时只需要实现共享资源state的获取与释放方式即可，至于具体线程等待队列的维护（如获取资源失败入队/唤醒出队等），AQS已经在顶层实现好了。自定义同步器实现时主要实现以下几种方法：

*  isHeldExclusively()：该线程是否正在独占资源。只有用到condition才需要去实现它。
 *  tryAcquire(int)：独占方式。尝试获取资源，成功则返回true，失败则返回false。
 *  tryRelease(int)：独占方式。尝试释放资源，成功则返回true，失败则返回false。
 *  tryAcquireShared(int)：共享方式。尝试获取资源。负数表示失败；0表示成功，但没有剩余可用资源；正数表示成功，且有剩余资源。
 *  tryReleaseShared(int)：共享方式。尝试释放资源，如果释放后允许唤醒后续等待结点返回true，否则返回false。

# 三丶同步等待队列 #

AQS当中的同步等待队列也称CLH队列，CLH队列是Craig、Landin、Hagersten三人发明的一种基于双向链表数据结构的队列，是FIFO先入先出线程等待队列，Java中的CLH队列是原CLH队列的一个变种,线程由原自旋机制改为阻塞机制。  
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# 四丶条件等待队列 #

Condition是一个多线程间协调通信的工具类，使得某个，或者某些线程一起等待某个条件（Condition）,只有当该条件具备时，这些等待线程才会被唤醒，从而重新争夺锁

![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3FxXzQyNzMxMzU4_size_16_color_FFFFFF_t_70 1]

# 五丶AQS源码分析 #

public abstract class AbstractQueuedSynchronizer
            extends AbstractOwnableSynchronizer
            implements java.io.Serializable {
        private static final long serialVersionUID = 7373984972572414691L;
    
        /** * Creates a new {@code AbstractQueuedSynchronizer} instance * with initial synchronization state of zero. */
        protected AbstractQueuedSynchronizer() { }
    
        /** * Wait queue node class. * * 不管是条件队列，还是CLH等待队列 * 都是基于Node类 * * AQS当中的同步等待队列也称CLH队列，CLH队列是Craig、Landin、Hagersten三人 * 发明的一种基于双向链表数据结构的队列，是FIFO先入先出线程等待队列，Java中的 * CLH队列是原CLH队列的一个变种,线程由原自旋机制改为阻塞机制。 */
        static final class Node {
            /** * 标记节点未共享模式 * */
            static final Node SHARED = new Node();
            /** * 标记节点为独占模式 */
            static final Node EXCLUSIVE = null;
    
            /** * 在同步队列中等待的线程等待超时或者被中断，需要从同步队列中取消等待 * */
            static final int CANCELLED =  1;
            /** * 后继节点的线程处于等待状态，而当前的节点如果释放了同步状态或者被取消， * 将会通知后继节点，使后继节点的线程得以运行。 */
            static final int SIGNAL    = -1;
            /** * 节点在等待队列中，节点的线程等待在Condition上，当其他线程对Condition调用了signal()方法后， * 该节点会从等待队列中转移到同步队列中，加入到同步状态的获取中 */
            static final int CONDITION = -2;
            /** * 表示下一次共享式同步状态获取将会被无条件地传播下去 */
            static final int PROPAGATE = -3;
    
            /** * 标记当前节点的信号量状态 (1,0,-1,-2,-3)5种状态 * 使用CAS更改状态，volatile保证线程可见性，高并发场景下， * 即被一个线程修改后，状态会立马让其他线程可见。 */
            volatile int waitStatus;
    
            /** * 前驱节点，当前节点加入到同步队列中被设置 */
            volatile Node prev;
    
            /** * 后继节点 */
            volatile Node next;
    
            /** * 节点同步状态的线程 */
            volatile Thread thread;
    
            /** * 等待队列中的后继节点，如果当前节点是共享的，那么这个字段是一个SHARED常量， * 也就是说节点类型(独占和共享)和等待队列中的后继节点共用同一个字段。 */
            Node nextWaiter;
    
            /** * Returns true if node is waiting in shared mode. */
            final boolean isShared() {
                return nextWaiter == SHARED;
            }
    
            /** * 返回前驱节点 */
            final Node predecessor() throws NullPointerException {
                Node p = prev;
                if (p == null)
                    throw new NullPointerException();
                else
                    return p;
            }
            //空节点，用于标记共享模式
            Node() {    // Used to establish initial head or SHARED marker
            }
            //用于同步队列CLH
            Node(Thread thread, Node mode) {     // Used by addWaiter
                this.nextWaiter = mode;
                this.thread = thread;
            }
            //用于条件队列
            Node(Thread thread, int waitStatus) { // Used by Condition
                this.waitStatus = waitStatus;
                this.thread = thread;
            }
        }
        
        /** * 指向同步等待队列的头节点 */
        private transient volatile Node head;
    
        /** * 指向同步等待队列的尾节点 */
        private transient volatile Node tail;
    
        /** * 同步资源状态 */
        private volatile int state;
    
        /** * * @return current state value */
        protected final int getState() {
            return state;
        }
    
        protected final void setState(int newState) {
            state = newState;
        }
    
        /** * Atomically sets synchronization state to the given updated * value if the current state value equals the expected value. * This operation has memory semantics of a {@code volatile} read * and write. * * @param expect the expected value * @param update the new value * @return {@code true} if successful. False return indicates that the actual * value was not equal to the expected value. */
        protected final boolean compareAndSetState(int expect, int update) {
            // See below for intrinsics setup to support this
            return unsafe.compareAndSwapInt(this, stateOffset, expect, update);
        }
    
        // Queuing utilities
    
        /** * The number of nanoseconds for which it is faster to spin * rather than to use timed park. A rough estimate suffices * to improve responsiveness with very short timeouts. */
        static final long spinForTimeoutThreshold = 1000L;
    
        /** * 节点加入CLH同步队列 */
        private Node enq(final Node node) {
            for (;;) {
                Node t = tail;
                if (t == null) { // Must initialize
                    //队列为空需要初始化，创建空的头节点
                    if (compareAndSetHead(new Node()))
                        tail = head;
                } else {
                    node.prev = t;
                    //set尾部节点
                    if (compareAndSetTail(t, node)) {
       //当前节点置为尾部
                        t.next = node; //前驱节点的next指针指向当前节点
                        return t;
                    }
                }
            }
        }
    
        /** * Creates and enqueues node for current thread and given mode. * * @param mode Node.EXCLUSIVE for exclusive, Node.SHARED for shared * @return the new node */
        private Node addWaiter(Node mode) {
            // 1. 将当前线程构建成Node类型
            Node node = new Node(Thread.currentThread(), mode);
            // Try the fast path of enq; backup to full enq on failure
            Node pred = tail;
            // 2. 1当前尾节点是否为null？
            if (pred != null) {
                // 2.2 将当前节点尾插入的方式
                node.prev = pred;
                // 2.3 CAS将节点插入同步队列的尾部
                if (compareAndSetTail(pred, node)) {
                    pred.next = node;
                    return node;
                }
            }
            enq(node);
            return node;
        }
    
        /** * Sets head of queue to be node, thus dequeuing. Called only by * acquire methods. Also nulls out unused fields for sake of GC * and to suppress unnecessary signals and traversals. * * @param node the node */
        private void setHead(Node node) {
            head = node;
            node.thread = null;
            node.prev = null;
        }
    
        /** * */
        private void unparkSuccessor(Node node) {
            //获取wait状态
            int ws = node.waitStatus;
            if (ws < 0)
                compareAndSetWaitStatus(node, ws, 0);// 将等待状态waitStatus设置为初始值0
    
            /** * 若后继结点为空，或状态为CANCEL（已失效），则从后尾部往前遍历找到最前的一个处于正常阻塞状态的结点 * 进行唤醒 */
            Node s = node.next; //head.next = Node1 ,thread = T3
            if (s == null || s.waitStatus > 0) {
                s = null;
                for (Node t = tail; t != null && t != node; t = t.prev)
                    if (t.waitStatus <= 0)
                        s = t;
            }
            if (s != null)
                LockSupport.unpark(s.thread);//唤醒线程,T3唤醒
        }
    
        /** * 把当前结点设置为SIGNAL或者PROPAGATE * 唤醒head.next(B节点)，B节点唤醒后可以竞争锁，成功后head->B，然后又会唤醒B.next，一直重复直到共享节点都唤醒 * head节点状态为SIGNAL，重置head.waitStatus->0，唤醒head节点线程，唤醒后线程去竞争共享锁 * head节点状态为0，将head.waitStatus->Node.PROPAGATE传播状态，表示需要将状态向后继节点传播 */
        private void doReleaseShared() {
            for (;;) {
                Node h = head;
                if (h != null && h != tail) {
                    int ws = h.waitStatus;
                    if (ws == Node.SIGNAL) {
       //head是SIGNAL状态
                        /* head状态是SIGNAL，重置head节点waitStatus为0，E这里不直接设为Node.PROPAGAT, * 是因为unparkSuccessor(h)中，如果ws < 0会设置为0，所以ws先设置为0，再设置为PROPAGATE * 这里需要控制并发，因为入口有setHeadAndPropagate跟release两个，避免两次unpark */
                        if (!compareAndSetWaitStatus(h, Node.SIGNAL, 0))
                            continue; //设置失败，重新循环
                        /* head状态为SIGNAL，且成功设置为0之后,唤醒head.next节点线程 * 此时head、head.next的线程都唤醒了，head.next会去竞争锁，成功后head会指向获取锁的节点， * 也就是head发生了变化。看最底下一行代码可知，head发生变化后会重新循环，继续唤醒head的下一个节点 */
                        unparkSuccessor(h);
                        /* * 如果本身头节点的waitStatus是出于重置状态（waitStatus==0）的，将其设置为“传播”状态。 * 意味着需要将状态向后一个节点传播 */
                    }
                    else if (ws == 0 &&
                            !compareAndSetWaitStatus(h, 0, Node.PROPAGATE))
                        continue;                // loop on failed CAS
                }
                if (h == head) //如果head变了，重新循环
                    break;
            }
        }
    
        /** * 把node节点设置成head节点，且Node.waitStatus->Node.PROPAGATE */
        private void setHeadAndPropagate(Node node, int propagate) {
            Node h = head; //h用来保存旧的head节点
            setHead(node);//head引用指向node节点
            /* 这里意思有两种情况是需要执行唤醒操作 * 1.propagate > 0 表示调用方指明了后继节点需要被唤醒 * 2.头节点后面的节点需要被唤醒（waitStatus<0），不论是老的头结点还是新的头结点 */
            if (propagate > 0 || h == null || h.waitStatus < 0 ||
                    (h = head) == null || h.waitStatus < 0) {
                Node s = node.next;
                if (s == null || s.isShared())//node是最后一个节点或者 node的后继节点是共享节点
                    /* 如果head节点状态为SIGNAL，唤醒head节点线程，重置head.waitStatus->0 * head节点状态为0(第一次添加时是0)，设置head.waitStatus->Node.PROPAGATE表示状态需要向后继节点传播 */
                    doReleaseShared();
            }
        }
    
        // Utilities for various versions of acquire
    
        /** * 终结掉正在尝试去获取锁的节点 * @param node the node */
        private void cancelAcquire(Node node) {
            // Ignore if node doesn't exist
            if (node == null)
                return;
    
            node.thread = null;
    
            // 剔除掉一件被cancel掉的节点
            Node pred = node.prev;
            while (pred.waitStatus > 0)
                node.prev = pred = pred.prev;
    
            // predNext is the apparent node to unsplice. CASes below will
            // fail if not, in which case, we lost race vs another cancel
            // or signal, so no further action is necessary.
            Node predNext = pred.next;
    
            // Can use unconditional write instead of CAS here.
            // After this atomic step, other Nodes can skip past us.
            // Before, we are free of interference from other threads.
            node.waitStatus = Node.CANCELLED;
    
            // If we are the tail, remove ourselves.
            if (node == tail && compareAndSetTail(node, pred)) {
                compareAndSetNext(pred, predNext, null);
            } else {
                // If successor needs signal, try to set pred's next-link
                // so it will get one. Otherwise wake it up to propagate.
                int ws;
                if (pred != head &&
                        ((ws = pred.waitStatus) == Node.SIGNAL ||
                                (ws <= 0 && compareAndSetWaitStatus(pred, ws, Node.SIGNAL))) &&
                        pred.thread != null) {
                    Node next = node.next;
                    if (next != null && next.waitStatus <= 0)
                        compareAndSetNext(pred, predNext, next);
                } else {
                    unparkSuccessor(node);
                }
    
                node.next = node; // help GC
            }
        }
    
        /** * */
        private static boolean shouldParkAfterFailedAcquire(Node pred, Node node) {
            int ws = pred.waitStatus;
            if (ws == Node.SIGNAL)
                /* * 若前驱结点的状态是SIGNAL，意味着当前结点可以被安全地park */
                return true;
            if (ws > 0) {
                /* * 前驱节点状态如果被取消状态，将被移除出队列 */
                do {
                    node.prev = pred = pred.prev;
                } while (pred.waitStatus > 0);
                pred.next = node;
            } else {
                /* * 当前驱节点waitStatus为 0 or PROPAGATE状态时 * 将其设置为SIGNAL状态，然后当前结点才可以可以被安全地park */
                compareAndSetWaitStatus(pred, ws, Node.SIGNAL);
            }
            return false;
        }
    
        /** * 中断当前线程 */
        static void selfInterrupt() {
            Thread.currentThread().interrupt();
        }
    
        /** * 阻塞当前节点，返回当前Thread的中断状态 * LockSupport.park 底层实现逻辑调用系统内核功能 pthread_mutex_lock 阻塞线程 */
        private final boolean parkAndCheckInterrupt() {
            LockSupport.park(this);//阻塞
            return Thread.interrupted();
        }
    
        /** * 已经在队列当中的Thread节点，准备阻塞等待获取锁 */
        final boolean acquireQueued(final Node node, int arg) {
            boolean failed = true;
            try {
                boolean interrupted = false;
                for (;;) {
       //死循环
                    final Node p = node.predecessor();//找到当前结点的前驱结点
                    if (p == head && tryAcquire(arg)) {
       //如果前驱结点是头结点，才tryAcquire，其他结点是没有机会tryAcquire的。
                        setHead(node);//获取同步状态成功，将当前结点设置为头结点。
                        p.next = null; // help GC
                        failed = false;
                        return interrupted;
                    }
                    /** * 如果前驱节点不是Head，通过shouldParkAfterFailedAcquire判断是否应该阻塞 * 前驱节点信号量为-1，当前线程可以安全被parkAndCheckInterrupt用来阻塞线程 */
                    if (shouldParkAfterFailedAcquire(p, node) &&
                            parkAndCheckInterrupt())
                        interrupted = true;
                }
            } finally {
                if (failed)
                    cancelAcquire(node);
            }
        }
    
        /** * 与acquireQueued逻辑相似，唯一区别节点还不在队列当中需要先进行入队操作 */
        private void doAcquireInterruptibly(int arg)
                throws InterruptedException {
            final Node node = addWaiter(Node.EXCLUSIVE);//以独占模式放入队列尾部
            boolean failed = true;
            try {
                for (;;) {
                    final Node p = node.predecessor();
                    if (p == head && tryAcquire(arg)) {
                        setHead(node);
                        p.next = null; // help GC
                        failed = false;
                        return;
                    }
                    if (shouldParkAfterFailedAcquire(p, node) &&
                            parkAndCheckInterrupt())
                        throw new InterruptedException();
                }
            } finally {
                if (failed)
                    cancelAcquire(node);
            }
        }
    
        /** * 独占模式定时获取 */
        private boolean doAcquireNanos(int arg, long nanosTimeout)
                throws InterruptedException {
            if (nanosTimeout <= 0L)
                return false;
            final long deadline = System.nanoTime() + nanosTimeout;
            final Node node = addWaiter(Node.EXCLUSIVE);//加入队列
            boolean failed = true;
            try {
                for (;;) {
                    final Node p = node.predecessor();
                    if (p == head && tryAcquire(arg)) {
                        setHead(node);
                        p.next = null; // help GC
                        failed = false;
                        return true;
                    }
                    nanosTimeout = deadline - System.nanoTime();
                    if (nanosTimeout <= 0L)
                        return false;//超时直接返回获取失败
                    if (shouldParkAfterFailedAcquire(p, node) &&
                            nanosTimeout > spinForTimeoutThreshold)
                        //阻塞指定时长，超时则线程自动被唤醒
                        LockSupport.parkNanos(this, nanosTimeout);
                    if (Thread.interrupted())//当前线程中断状态
                        throw new InterruptedException();
                }
            } finally {
                if (failed)
                    cancelAcquire(node);
            }
        }
    
        /** * 尝试获取共享锁 */
        private void doAcquireShared(int arg) {
            final Node node = addWaiter(Node.SHARED);//入队
            boolean failed = true;
            try {
                boolean interrupted = false;
                for (;;) {
                    final Node p = node.predecessor();//前驱节点
                    if (p == head) {
                        int r = tryAcquireShared(arg); //非公平锁实现，再尝试获取锁
                        //state==0时tryAcquireShared会返回>=0(CountDownLatch中返回的是1)。
                        // state为0说明共享次数已经到了，可以获取锁了
                        if (r >= 0) {
       //r>0表示state==0,前继节点已经释放锁，锁的状态为可被获取
                            //这一步设置node为head节点设置node.waitStatus->Node.PROPAGATE，然后唤醒node.thread
                            setHeadAndPropagate(node, r);
                            p.next = null; // help GC
                            if (interrupted)
                                selfInterrupt();
                            failed = false;
                            return;
                        }
                    }
                    //前继节点非head节点，将前继节点状态设置为SIGNAL，通过park挂起node节点的线程
                    if (shouldParkAfterFailedAcquire(p, node) &&
                            parkAndCheckInterrupt())
                        interrupted = true;
                }
            } finally {
                if (failed)
                    cancelAcquire(node);
            }
        }
    
        /** * Acquires in shared interruptible mode. * @param arg the acquire argument */
        private void doAcquireSharedInterruptibly(int arg)
                throws InterruptedException {
            final Node node = addWaiter(Node.SHARED);
            boolean failed = true;
            try {
                for (;;) {
                    final Node p = node.predecessor();
                    if (p == head) {
                        int r = tryAcquireShared(arg);
                        if (r >= 0) {
                            setHeadAndPropagate(node, r);
                            p.next = null; // help GC
                            failed = false;
                            return;
                        }
                    }
                    if (shouldParkAfterFailedAcquire(p, node) &&
                            parkAndCheckInterrupt())
                        throw new InterruptedException();
                }
            } finally {
                if (failed)
                    cancelAcquire(node);
            }
        }
    
        /** * Acquires in shared timed mode. * * @param arg the acquire argument * @param nanosTimeout max wait time * @return {@code true} if acquired */
        private boolean doAcquireSharedNanos(int arg, long nanosTimeout)
                throws InterruptedException {
            if (nanosTimeout <= 0L)
                return false;
            final long deadline = System.nanoTime() + nanosTimeout;
            final Node node = addWaiter(Node.SHARED);
            boolean failed = true;
            try {
                for (;;) {
                    final Node p = node.predecessor();
                    if (p == head) {
                        int r = tryAcquireShared(arg);
                        if (r >= 0) {
                            setHeadAndPropagate(node, r);
                            p.next = null; // help GC
                            failed = false;
                            return true;
                        }
                    }
                    nanosTimeout = deadline - System.nanoTime();
                    if (nanosTimeout <= 0L)
                        return false;
                    if (shouldParkAfterFailedAcquire(p, node) &&
                            nanosTimeout > spinForTimeoutThreshold)
                        LockSupport.parkNanos(this, nanosTimeout);
                    if (Thread.interrupted())
                        throw new InterruptedException();
                }
            } finally {
                if (failed)
                    cancelAcquire(node);
            }
        }
    
        // Main exported methods
    
        /** * 尝试获取独占锁，可指定锁的获取数量 */
        protected boolean tryAcquire(int arg) {
            throw new UnsupportedOperationException();
        }
    
        /** * 尝试释放独占锁，在子类当中实现 */
        protected boolean tryRelease(int arg) {
            throw new UnsupportedOperationException();
        }
    
        /** * 共享式：共享式地获取同步状态。对于独占式同步组件来讲，同一时刻只有一个线程能获取到同步状态， * 其他线程都得去排队等待，其待重写的尝试获取同步状态的方法tryAcquire返回值为boolean，这很容易理解； * 对于共享式同步组件来讲，同一时刻可以有多个线程同时获取到同步状态，这也是“共享”的意义所在。 * 本方法待被之类覆盖实现具体逻辑 * 1.当返回值大于0时，表示获取同步状态成功，同时还有剩余同步状态可供其他线程获取； * *　2.当返回值等于0时，表示获取同步状态成功，但没有可用同步状态了； *　3.当返回值小于0时，表示获取同步状态失败。 */
        protected int tryAcquireShared(int arg) {
            throw new UnsupportedOperationException();
        }
    
        /** * 释放共享锁，具体实现在子类当中实现 */
        protected boolean tryReleaseShared(int arg) {
            throw new UnsupportedOperationException();
        }
    
        /** * 当前线程是否持有独占锁 */
        protected boolean isHeldExclusively() {
            throw new UnsupportedOperationException();
        }
    
        /** * 获取独占锁 */
        public final void acquire(int arg) {
            //尝试获取锁
            if (!tryAcquire(arg) &&
                    acquireQueued(addWaiter(Node.EXCLUSIVE), arg))//独占模式
                selfInterrupt();
        }
    
        /** * */
        public final void acquireInterruptibly(int arg)
                throws InterruptedException {
            if (Thread.interrupted())
                throw new InterruptedException();
            if (!tryAcquire(arg))
                doAcquireInterruptibly(arg);
        }
    
        /** * 获取独占锁，设置最大等待时间 */
        public final boolean tryAcquireNanos(int arg, long nanosTimeout)
                throws InterruptedException {
            if (Thread.interrupted())
                throw new InterruptedException();
            return tryAcquire(arg) ||
                    doAcquireNanos(arg, nanosTimeout);
        }
    
        /** * 释放独占模式持有的锁 */
        public final boolean release(int arg) {
            if (tryRelease(arg)) {
       //释放一次锁
                Node h = head;
                if (h != null && h.waitStatus != 0)
                    unparkSuccessor(h);//唤醒后继结点
                return true;
            }
            return false;
        }
    
        /** * 请求获取共享锁 */
        public final void acquireShared(int arg) {
            if (tryAcquireShared(arg) < 0)//返回值小于0，获取同步状态失败，排队去；获取同步状态成功，直接返回去干自己的事儿。
                doAcquireShared(arg);
        }
    
    
        /** * Releases in shared mode. Implemented by unblocking one or more * threads if {@link #tryReleaseShared} returns true. * * @param arg the release argument. This value is conveyed to * {@link #tryReleaseShared} but is otherwise uninterpreted * and can represent anything you like. * @return the value returned from {@link #tryReleaseShared} */
        public final boolean releaseShared(int arg) {
            if (tryReleaseShared(arg)) {
                doReleaseShared();
                return true;
            }
            return false;
        }
    
        // Queue inspection methods
    
        public final boolean hasQueuedThreads() {
            return head != tail;
        }
    
        public final boolean hasContended() {
            return head != null;
        }
    
        public final Thread getFirstQueuedThread() {
            // handle only fast path, else relay
            return (head == tail) ? null : fullGetFirstQueuedThread();
        }
    
        /** * Version of getFirstQueuedThread called when fastpath fails */
        private Thread fullGetFirstQueuedThread() {
            Node h, s;
            Thread st;
            if (((h = head) != null && (s = h.next) != null &&
                    s.prev == head && (st = s.thread) != null) ||
                    ((h = head) != null && (s = h.next) != null &&
                            s.prev == head && (st = s.thread) != null))
                return st;
    
            Node t = tail;
            Thread firstThread = null;
            while (t != null && t != head) {
                Thread tt = t.thread;
                if (tt != null)
                    firstThread = tt;
                t = t.prev;
            }
            return firstThread;
        }
    
        /** * 判断当前线程是否在队列当中 */
        public final boolean isQueued(Thread thread) {
            if (thread == null)
                throw new NullPointerException();
            for (Node p = tail; p != null; p = p.prev)
                if (p.thread == thread)
                    return true;
            return false;
        }
    
        final boolean apparentlyFirstQueuedIsExclusive() {
            Node h, s;
            return (h = head) != null &&
                    (s = h.next)  != null &&
                    !s.isShared()         &&
                    s.thread != null;
        }
    
        /** * 判断当前节点是否有前驱节点 */
        public final boolean hasQueuedPredecessors() {
            Node t = tail; // Read fields in reverse initialization order
            Node h = head;
            Node s;
            return h != t &&
                    ((s = h.next) == null || s.thread != Thread.currentThread());
        }
    
    
        // Instrumentation and monitoring methods
    
        /** * 同步队列长度 */
        public final int getQueueLength() {
            int n = 0;
            for (Node p = tail; p != null; p = p.prev) {
                if (p.thread != null)
                    ++n;
            }
            return n;
        }
    
        /** * 获取队列等待thread集合 */
        public final Collection<Thread> getQueuedThreads() {
            ArrayList<Thread> list = new ArrayList<Thread>();
            for (Node p = tail; p != null; p = p.prev) {
                Thread t = p.thread;
                if (t != null)
                    list.add(t);
            }
            return list;
        }
    
        /** * 获取独占模式等待thread线程集合 */
        public final Collection<Thread> getExclusiveQueuedThreads() {
            ArrayList<Thread> list = new ArrayList<Thread>();
            for (Node p = tail; p != null; p = p.prev) {
                if (!p.isShared()) {
                    Thread t = p.thread;
                    if (t != null)
                        list.add(t);
                }
            }
            return list;
        }
    
        /** * 获取共享模式等待thread集合 */
        public final Collection<Thread> getSharedQueuedThreads() {
            ArrayList<Thread> list = new ArrayList<Thread>();
            for (Node p = tail; p != null; p = p.prev) {
                if (p.isShared()) {
                    Thread t = p.thread;
                    if (t != null)
                        list.add(t);
                }
            }
            return list;
        }
    
    
        // Internal support methods for Conditions
    
        /** * 判断节点是否在同步队列中 */
        final boolean isOnSyncQueue(Node node) {
            //快速判断1：节点状态或者节点没有前置节点
            //注：同步队列是有头节点的，而条件队列没有
            if (node.waitStatus == Node.CONDITION || node.prev == null)
                return false;
            //快速判断2：next字段只有同步队列才会使用，条件队列中使用的是nextWaiter字段
            if (node.next != null) // If has successor, it must be on queue
                return true;
            //上面如果无法判断则进入复杂判断
            return findNodeFromTail(node);
        }
    
        private boolean findNodeFromTail(Node node) {
            Node t = tail;
            for (;;) {
                if (t == node)
                    return true;
                if (t == null)
                    return false;
                t = t.prev;
            }
        }
    
        /** * 将节点从条件队列当中移动到同步队列当中，等待获取锁 */
        final boolean transferForSignal(Node node) {
            /* * 修改节点信号量状态为0，失败直接返回false */
            if (!compareAndSetWaitStatus(node, Node.CONDITION, 0))
                return false;
    
            /* * 加入同步队列尾部当中，返回前驱节点 */
            Node p = enq(node);
            int ws = p.waitStatus;
            //前驱节点不可用 或者 修改信号量状态失败
            if (ws > 0 || !compareAndSetWaitStatus(p, ws, Node.SIGNAL))
                LockSupport.unpark(node.thread); //唤醒当前节点
            return true;
        }
    
        final boolean transferAfterCancelledWait(Node node) {
            if (compareAndSetWaitStatus(node, Node.CONDITION, 0)) {
                enq(node);
                return true;
            }
            /* * If we lost out to a signal(), then we can't proceed * until it finishes its enq(). Cancelling during an * incomplete transfer is both rare and transient, so just * spin. */
            while (!isOnSyncQueue(node))
                Thread.yield();
            return false;
        }
    
        /** * 入参就是新创建的节点，即当前节点 */
        final int fullyRelease(Node node) {
            boolean failed = true;
            try {
                //这里这个取值要注意，获取当前的state并释放，这从另一个角度说明必须是独占锁
                //可以考虑下这个逻辑放在共享锁下面会发生什么？
                int savedState = getState();
                if (release(savedState)) {
                    failed = false;
                    return savedState;
                } else {
                    //如果这里释放失败，则抛出异常
                    throw new IllegalMonitorStateException();
                }
            } finally {
                /** * 如果释放锁失败，则把节点取消，由这里就能看出来上面添加节点的逻辑中 * 只需要判断最后一个节点是否被取消就可以了 */
                if (failed)
                    node.waitStatus = Node.CANCELLED;
            }
        }
    
        // Instrumentation methods for conditions
    
        public final boolean hasWaiters(ConditionObject condition) {
            if (!owns(condition))
                throw new IllegalArgumentException("Not owner");
            return condition.hasWaiters();
        }
    
        /** * 获取条件队列长度 */
        public final int getWaitQueueLength(ConditionObject condition) {
            if (!owns(condition))
                throw new IllegalArgumentException("Not owner");
            return condition.getWaitQueueLength();
        }
    
        /** * 获取条件队列当中所有等待的thread集合 */
        public final Collection<Thread> getWaitingThreads(ConditionObject condition) {
            if (!owns(condition))
                throw new IllegalArgumentException("Not owner");
            return condition.getWaitingThreads();
        }
    
        /** * 条件对象，实现基于条件的具体行为 */
        public class ConditionObject implements Condition, java.io.Serializable {
            private static final long serialVersionUID = 1173984872572414699L;
            /** First node of condition queue. */
            private transient Node firstWaiter;
            /** Last node of condition queue. */
            private transient Node lastWaiter;
    
            /** * Creates a new {@code ConditionObject} instance. */
            public ConditionObject() { }
    
            // Internal methods
    
            /** * 1.与同步队列不同，条件队列头尾指针是firstWaiter跟lastWaiter * 2.条件队列是在获取锁之后，也就是临界区进行操作，因此很多地方不用考虑并发 */
            private Node addConditionWaiter() {
                Node t = lastWaiter;
                //如果最后一个节点被取消，则删除队列中被取消的节点
                //至于为啥是最后一个节点后面会分析
                if (t != null && t.waitStatus != Node.CONDITION) {
                    //删除所有被取消的节点
                    unlinkCancelledWaiters();
                    t = lastWaiter;
                }
                //创建一个类型为CONDITION的节点并加入队列，由于在临界区，所以这里不用并发控制
                Node node = new Node(Thread.currentThread(), Node.CONDITION);
                if (t == null)
                    firstWaiter = node;
                else
                    t.nextWaiter = node;
                lastWaiter = node;
                return node;
            }
    
            /** * 发信号，通知遍历条件队列当中的节点转移到同步队列当中，准备排队获取锁 */
            private void doSignal(Node first) {
                do {
                    if ( (firstWaiter = first.nextWaiter) == null)
                        lastWaiter = null;
                    first.nextWaiter = null;
                } while (!transferForSignal(first) && //转移节点
                        (first = firstWaiter) != null);
            }
    
            /** * 通知所有节点移动到同步队列当中，并将节点从条件队列删除 */
            private void doSignalAll(Node first) {
                lastWaiter = firstWaiter = null;
                do {
                    Node next = first.nextWaiter;
                    first.nextWaiter = null;
                    transferForSignal(first);
                    first = next;
                } while (first != null);
            }
    
            /** * 删除条件队列当中被取消的节点 */
            private void unlinkCancelledWaiters() {
                Node t = firstWaiter;
                Node trail = null;
                while (t != null) {
                    Node next = t.nextWaiter;
                    if (t.waitStatus != Node.CONDITION) {
                        t.nextWaiter = null;
                        if (trail == null)
                            firstWaiter = next;
                        else
                            trail.nextWaiter = next;
                        if (next == null)
                            lastWaiter = trail;
                    }
                    else
                        trail = t;
                    t = next;
                }
            }
    
            // public methods
    
            /** * 发新号，通知条件队列当中节点到同步队列当中去排队 */
            public final void signal() {
                if (!isHeldExclusively())//节点不能已经持有独占锁
                    throw new IllegalMonitorStateException();
                Node first = firstWaiter;
                if (first != null)
                    /** * 发信号通知条件队列的节点准备到同步队列当中去排队 */
                    doSignal(first);
            }
    
            /** * 唤醒所有条件队列的节点转移到同步队列当中 */
                public final void signalAll() {
                if (!isHeldExclusively())
                    throw new IllegalMonitorStateException();
                Node first = firstWaiter;
                if (first != null)
                    doSignalAll(first);
            }
    
            /** * Implements uninterruptible condition wait. * <ol> * <li> Save lock state returned by {@link #getState}. * <li> Invoke {@link #release} with saved state as argument, * throwing IllegalMonitorStateException if it fails. * <li> Block until signalled. * <li> Reacquire by invoking specialized version of * {@link #acquire} with saved state as argument. * </ol> */
            public final void awaitUninterruptibly() {
                Node node = addConditionWaiter();
                int savedState = fullyRelease(node);
                boolean interrupted = false;
                while (!isOnSyncQueue(node)) {
                    LockSupport.park(this);
                    if (Thread.interrupted())
                        interrupted = true;
                }
                if (acquireQueued(node, savedState) || interrupted)
                    selfInterrupt();
            }
    
            /** 该模式表示在退出等待时重新中断 */
            private static final int REINTERRUPT =  1;
            /** 异常中断 */
            private static final int THROW_IE    = -1;
    
            /** * 这里的判断逻辑是： * 1.如果现在不是中断的，即正常被signal唤醒则返回0 * 2.如果节点由中断加入同步队列则返回THROW_IE，由signal加入同步队列则返回REINTERRUPT */
            private int checkInterruptWhileWaiting(Node node) {
                return Thread.interrupted() ?
                        (transferAfterCancelledWait(node) ? THROW_IE : REINTERRUPT) :
                        0;
            }
    
            /** * 根据中断时机选择抛出异常或者设置线程中断状态 */
            private void reportInterruptAfterWait(int interruptMode)
                    throws InterruptedException {
                if (interruptMode == THROW_IE)
                    throw new InterruptedException();
                else if (interruptMode == REINTERRUPT)
                    selfInterrupt();
            }
    
            /** * 加入条件队列等待，条件队列入口 */
            public final void await() throws InterruptedException {
    
                //T2进来
                //如果当前线程被中断则直接抛出异常
                if (Thread.interrupted())
                    throw new InterruptedException();
                //把当前节点加入条件队列
                Node node = addConditionWaiter();
                //释放掉已经获取的独占锁资源
                int savedState = fullyRelease(node);//T2释放锁
                int interruptMode = 0;
                //如果不在同步队列中则不断挂起
                while (!isOnSyncQueue(node)) {
                    LockSupport.park(this);//T1被阻塞
                    //这里被唤醒可能是正常的signal操作也可能是中断
                    if ((interruptMode = checkInterruptWhileWaiting(node)) != 0)
                        break;
                }
                /** * 走到这里说明节点已经条件满足被加入到了同步队列中或者中断了 * 这个方法很熟悉吧？就跟独占锁调用同样的获取锁方法，从这里可以看出条件队列只能用于独占锁 * 在处理中断之前首先要做的是从同步队列中成功获取锁资源 */
                if (acquireQueued(node, savedState) && interruptMode != THROW_IE)
                    interruptMode = REINTERRUPT;
                //走到这里说明已经成功获取到了独占锁，接下来就做些收尾工作
                //删除条件队列中被取消的节点
                if (node.nextWaiter != null) // clean up if cancelled
                    unlinkCancelledWaiters();
                //根据不同模式处理中断
                if (interruptMode != 0)
                    reportInterruptAfterWait(interruptMode);
            }
    
    
            /** * Implements timed condition wait. * <ol> * <li> If current thread is interrupted, throw InterruptedException. * <li> Save lock state returned by {@link #getState}. * <li> Invoke {@link #release} with saved state as argument, * throwing IllegalMonitorStateException if it fails. * <li> Block until signalled, interrupted, or timed out. * <li> Reacquire by invoking specialized version of * {@link #acquire} with saved state as argument. * <li> If interrupted while blocked in step 4, throw InterruptedException. * <li> If timed out while blocked in step 4, return false, else true. * </ol> */
            public final boolean await(long time, TimeUnit unit)
                    throws InterruptedException {
                long nanosTimeout = unit.toNanos(time);
                if (Thread.interrupted())
                    throw new InterruptedException();
                Node node = addConditionWaiter();
                int savedState = fullyRelease(node);
                final long deadline = System.nanoTime() + nanosTimeout;
                boolean timedout = false;
                int interruptMode = 0;
                while (!isOnSyncQueue(node)) {
                    if (nanosTimeout <= 0L) {
                        timedout = transferAfterCancelledWait(node);
                        break;
                    }
                    if (nanosTimeout >= spinForTimeoutThreshold)
                        LockSupport.parkNanos(this, nanosTimeout);
                    if ((interruptMode = checkInterruptWhileWaiting(node)) != 0)
                        break;
                    nanosTimeout = deadline - System.nanoTime();
                }
                if (acquireQueued(node, savedState) && interruptMode != THROW_IE)
                    interruptMode = REINTERRUPT;
                if (node.nextWaiter != null)
                    unlinkCancelledWaiters();
                if (interruptMode != 0)
                    reportInterruptAfterWait(interruptMode);
                return !timedout;
            }
    
    
            final boolean isOwnedBy(AbstractQueuedSynchronizer sync) {
                return sync == AbstractQueuedSynchronizer.this;
            }
    
            /** * Queries whether any threads are waiting on this condition. * Implements {@link AbstractQueuedSynchronizer#hasWaiters(ConditionObject)}. * * @return {@code true} if there are any waiting threads * @throws IllegalMonitorStateException if {@link #isHeldExclusively} * returns {@code false} */
            protected final boolean hasWaiters() {
                if (!isHeldExclusively())
                    throw new IllegalMonitorStateException();
                for (Node w = firstWaiter; w != null; w = w.nextWaiter) {
                    if (w.waitStatus == Node.CONDITION)
                        return true;
                }
                return false;
            }
    
            /** * Returns an estimate of the number of threads waiting on * this condition. * Implements {@link AbstractQueuedSynchronizer#getWaitQueueLength(ConditionObject)}. * * @return the estimated number of waiting threads * @throws IllegalMonitorStateException if {@link #isHeldExclusively} * returns {@code false} */
            protected final int getWaitQueueLength() {
                if (!isHeldExclusively())
                    throw new IllegalMonitorStateException();
                int n = 0;
                for (Node w = firstWaiter; w != null; w = w.nextWaiter) {
                    if (w.waitStatus == Node.CONDITION)
                        ++n;
                }
                return n;
            }
    
            /** * 得到同步队列当中所有在等待的Thread集合 */
            protected final Collection<Thread> getWaitingThreads() {
                if (!isHeldExclusively())
                    throw new IllegalMonitorStateException();
                ArrayList<Thread> list = new ArrayList<Thread>();
                for (Node w = firstWaiter; w != null; w = w.nextWaiter) {
                    if (w.waitStatus == Node.CONDITION) {
                        Thread t = w.thread;
                        if (t != null)
                            list.add(t);
                    }
                }
                return list;
            }
        }
    
        /** * Setup to support compareAndSet. We need to natively implement * this here: For the sake of permitting future enhancements, we * cannot explicitly subclass AtomicInteger, which would be * efficient and useful otherwise. So, as the lesser of evils, we * natively implement using hotspot intrinsics API. And while we * are at it, we do the same for other CASable fields (which could * otherwise be done with atomic field updaters). * unsafe魔法类，直接绕过虚拟机内存管理机制，修改内存 */
        private static final Unsafe unsafe = Unsafe.getUnsafe();
        //偏移量
        private static final long stateOffset;
        private static final long headOffset;
        private static final long tailOffset;
        private static final long waitStatusOffset;
        private static final long nextOffset;
    
        static {
            try {
                //状态偏移量
                stateOffset = unsafe.objectFieldOffset
                        (AbstractQueuedSynchronizer.class.getDeclaredField("state"));
                //head指针偏移量，head指向CLH队列的头部
                headOffset = unsafe.objectFieldOffset
                        (AbstractQueuedSynchronizer.class.getDeclaredField("head"));
                tailOffset = unsafe.objectFieldOffset
                        (AbstractQueuedSynchronizer.class.getDeclaredField("tail"));
                waitStatusOffset = unsafe.objectFieldOffset
                        (Node.class.getDeclaredField("waitStatus"));
                nextOffset = unsafe.objectFieldOffset
                        (Node.class.getDeclaredField("next"));
    
            } catch (Exception ex) { throw new Error(ex); }
        }
    
        /** * CAS 修改头部节点指向. 并发入队时使用. */
        private final boolean compareAndSetHead(Node update) {
            return unsafe.compareAndSwapObject(this, headOffset, null, update);
        }
    
        /** * CAS 修改尾部节点指向. 并发入队时使用. */
        private final boolean compareAndSetTail(Node expect, Node update) {
            return unsafe.compareAndSwapObject(this, tailOffset, expect, update);
        }
    
        /** * CAS 修改信号量状态. */
        private static final boolean compareAndSetWaitStatus(Node node,
                                                             int expect,
                                                             int update) {
            return unsafe.compareAndSwapInt(node, waitStatusOffset,
                    expect, update);
        }
    
        /** * 修改节点的后继指针. */
        private static final boolean compareAndSetNext(Node node,
                                                       Node expect,
                                                       Node update) {
            return unsafe.compareAndSwapObject(node, nextOffset, expect, update);
        }
    }
    
    
    AQS框架具体实现-独占锁实现ReentrantLock
    
    public class ReentrantLock implements Lock, java.io.Serializable {
        private static final long serialVersionUID = 7373984872572414699L;
        /** * 内部调用AQS的动作，都基于该成员属性实现 */
        private final Sync sync;
    
        /** * ReentrantLock锁同步操作的基础类,继承自AQS框架. * 该类有两个继承类，1、NonfairSync 非公平锁，2、FairSync公平锁 */
            abstract static class Sync extends AbstractQueuedSynchronizer {
            private static final long serialVersionUID = -5179523762034025860L;
    
            /** * 加锁的具体行为由子类实现 */
            abstract void lock();
    
            /** * 尝试获取非公平锁 */
            final boolean nonfairTryAcquire(int acquires) {
                //acquires = 1
                final Thread current = Thread.currentThread();
                int c = getState();
                /** * 不需要判断同步队列（CLH）中是否有排队等待线程 * 判断state状态是否为0，不为0可以加锁 */
                if (c == 0) {
                    //unsafe操作，cas修改state状态
                    if (compareAndSetState(0, acquires)) {
                        //独占状态锁持有者指向当前线程
                        setExclusiveOwnerThread(current);
                        return true;
                    }
                }
                /** * state状态不为0，判断锁持有者是否是当前线程， * 如果是当前线程持有 则state+1 */
                else if (current == getExclusiveOwnerThread()) {
                    int nextc = c + acquires;
                    if (nextc < 0) // overflow
                        throw new Error("Maximum lock count exceeded");
                    setState(nextc);
                    return true;
                }
                //加锁失败
                return false;
            }
    
            /** * 释放锁 */
            protected final boolean tryRelease(int releases) {
                int c = getState() - releases;
                if (Thread.currentThread() != getExclusiveOwnerThread())
                    throw new IllegalMonitorStateException();
                boolean free = false;
                if (c == 0) {
                    free = true;
                    setExclusiveOwnerThread(null);
                }
                setState(c);
                return free;
            }
    
            /** * 判断持有独占锁的线程是否是当前线程 */
            protected final boolean isHeldExclusively() {
                return getExclusiveOwnerThread() == Thread.currentThread();
            }
    
            //返回条件对象
            final ConditionObject newCondition() {
                return new ConditionObject();
            }
    
    
            final Thread getOwner() {
                return getState() == 0 ? null : getExclusiveOwnerThread();
            }
    
            final int getHoldCount() {
                return isHeldExclusively() ? getState() : 0;
            }
    
            final boolean isLocked() {
                return getState() != 0;
            }
    
            /** * Reconstitutes the instance from a stream (that is, deserializes it). */
            private void readObject(java.io.ObjectInputStream s)
                    throws java.io.IOException, ClassNotFoundException {
                s.defaultReadObject();
                setState(0); // reset to unlocked state
            }
        }
    
        /** * 非公平锁 */
        static final class NonfairSync extends Sync {
            private static final long serialVersionUID = 7316153563782823691L;
            /** * 加锁行为 */
            final void lock() {
                /** * 第一步：直接尝试加锁 * 与公平锁实现的加锁行为一个最大的区别在于，此处不会去判断同步队列(CLH队列)中 * 是否有排队等待加锁的节点，上来直接加锁（判断state是否为0,CAS修改state为1） * ，并将独占锁持有者 exclusiveOwnerThread 属性指向当前线程 * 如果当前有人占用锁，再尝试去加一次锁 */
                if (compareAndSetState(0, 1))
                    setExclusiveOwnerThread(Thread.currentThread());
                else
                    //AQS定义的方法,加锁
                    acquire(1);
            }
    
            /** * 父类AbstractQueuedSynchronizer.acquire()中调用本方法 */
            protected final boolean tryAcquire(int acquires) {
                return nonfairTryAcquire(acquires);
            }
        }
    
        /** * 公平锁 */
        static final class FairSync extends Sync {
            private static final long serialVersionUID = -3000897897090466540L;
            final void lock() {
                acquire(1);
            }
            /** * 重写aqs中的方法逻辑 * 尝试加锁，被AQS的acquire()方法调用 */
            protected final boolean tryAcquire(int acquires) {
                final Thread current = Thread.currentThread();
                int c = getState();
                if (c == 0) {
                    /** * 与非公平锁中的区别，需要先判断队列当中是否有等待的节点 * 如果没有则可以尝试CAS获取锁 */
                    if (!hasQueuedPredecessors() &&
                            compareAndSetState(0, acquires)) {
                        //独占线程指向当前线程
                        setExclusiveOwnerThread(current);
                        return true;
                    }
                }
                else if (current == getExclusiveOwnerThread()) {
                    int nextc = c + acquires;
                    if (nextc < 0)
                        throw new Error("Maximum lock count exceeded");
                    setState(nextc);
                    return true;
                }
                return false;
            }
        }
    
        /** * 默认构造函数，创建非公平锁对象 */
        public ReentrantLock() {
            sync = new NonfairSync();
        }
    
        /** * 根据要求创建公平锁或非公平锁 */
        public ReentrantLock(boolean fair) {
            sync = fair ? new FairSync() : new NonfairSync();
        }
    
        /** * 加锁 */
        public void lock() {
            sync.lock();
        }
    
        /** * 尝试获去取锁，获取失败被阻塞，线程被中断直接抛出异常 */
        public void lockInterruptibly() throws InterruptedException {
            sync.acquireInterruptibly(1);
        }
    
        /** * 尝试加锁 */
        public boolean tryLock() {
            return sync.nonfairTryAcquire(1);
        }
    
        /** * 指定等待时间内尝试加锁 */
        public boolean tryLock(long timeout, TimeUnit unit)
                throws InterruptedException {
            return sync.tryAcquireNanos(1, unit.toNanos(timeout));
        }
    
        /** * 尝试去释放锁 */
        public void unlock() {
            sync.release(1);
        }
    
        /** * 返回条件对象 */
        public Condition newCondition() {
            return sync.newCondition();
        }
    
        /** * 返回当前线程持有的state状态数量 */
        public int getHoldCount() {
            return sync.getHoldCount();
        }
    
        /** * 查询当前线程是否持有锁 */
        public boolean isHeldByCurrentThread() {
            return sync.isHeldExclusively();
        }
    
        /** * 状态表示是否被Thread加锁持有 */
        public boolean isLocked() {
            return sync.isLocked();
        }
    
        /** * 是否公平锁？是返回true 否则返回 false */
        public final boolean isFair() {
            return sync instanceof FairSync;
        }
    
        /** * 获取持有锁的当前线程 */
        protected Thread getOwner() {
            return sync.getOwner();
        }
    
        /** * 判断队列当中是否有在等待获取锁的Thread节点 */
        public final boolean hasQueuedThreads() {
            return sync.hasQueuedThreads();
        }
    
        /** * 当前线程是否在同步队列中等待 */
        public final boolean hasQueuedThread(Thread thread) {
            return sync.isQueued(thread);
        }
    
        /** * 获取同步队列长度 */
        public final int getQueueLength() {
            return sync.getQueueLength();
        }
    
        /** * 返回Thread集合，排队中的所有节点Thread会被返回 */
        protected Collection<Thread> getQueuedThreads() {
            return sync.getQueuedThreads();
        }
    
        /** * 条件队列当中是否有正在等待的节点 */
        public boolean hasWaiters(Condition condition) {
            if (condition == null)
                throw new NullPointerException();
            if (!(condition instanceof AbstractQueuedSynchronizer.ConditionObject))
                throw new IllegalArgumentException("not owner");
            return sync.hasWaiters((AbstractQueuedSynchronizer.ConditionObject)condition);
        }
    
    }

# 总结 #

烧脑！！！！！！！！！！！！！！！！！！！！！！！！

![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3FxXzQyNzMxMzU4_size_16_color_FFFFFF_t_70 2]

![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3FxXzQyNzMxMzU4_size_16_color_FFFFFF_t_70 3]  
![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3FxXzQyNzMxMzU4_size_16_color_FFFFFF_t_70 4]

![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3FxXzQyNzMxMzU4_size_16_color_FFFFFF_t_70 5]  
![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3FxXzQyNzMxMzU4_size_16_color_FFFFFF_t_70 6]  
![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3FxXzQyNzMxMzU4_size_16_color_FFFFFF_t_70 7]

## 2.读入数据 ##

代码如下（示例）：

data = pd.read_csv(
        'https://labfile.oss.aliyuncs.com/courses/1283/adult.data.csv')
    print(data.head())

该处使用的url网络请求的数据。

--------------------

# 总结 #

提示：这里对文章进行总结：  
例如：以上就是今天要讲的内容，本文仅仅简单介绍了pandas的使用，而pandas提供了大量能使我们快速便捷地处理数据的函数和方法。

该处使用的url网络请求的数据。

--------------------

# 总结 #

该处使用的url网络请求的数据。

--------------------

# 总结 #

该处使用的url网络请求的数据。

--------------------

# 总结 #

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