Java源码系列 -- AtomicInteger

一、前言

AtomicInteger基于CAS(Compare and Swap,比较并修改)的操作,主要实现乐观锁的思想。

对于传统的悲观锁来说,会假设线程并发非常重,每次修改数据,一定先100%确保自己进入安全区,再安心修改目标值。进而出现线程在竞争锁的过程中消耗大量时间在等待锁、加锁、解锁等操作上。(注:锁还可能涉及锁自旋、公平锁等知识点,而非简单暴力竞争)

相比之下的乐观锁,会假设只有自己一个线程修改目标值,先比较修改前的值是不是和自己的预期的一致,一致就修改并返回,不一致就放弃这次修改(CAS),并发起下一次的尝试,不会把时间用在加锁和解锁上。

虽然乐观锁看起来比悲观锁好很多,不过乐观锁主要用在单个值(Int,Float,Double)的并发修改上,而不是悲观锁对一个对象甚至是一个代码块的操作。

其次,若乐观锁对目标值修改操作次数远多于读取操作,那么CAS实际也会大量失败抵消CAS的优点,并演变成成多次重试失效。

说到CAS,需要了解的是这个能力并非由操作系统或JVM提供,而是CPU原生支持的。如果一个CPU不能保证CAS能力,那这个CPU的完全没有数据修改安全可言。

说回AtomicInteger,这类不能看见底层的运作,因为主要调用了Unsafe实现CAS。以后会写关于Unsafe的文章,敬请期待。

二、类签名

由于集成了Number,所以任何能接受Number类型的形参都能使用AtomicInteger

public class AtomicInteger extends Number implements java.io.Serializable

三、静态初始化

在静态初始化块里面获取value的内存地址,这时的value内存地址已经开辟,但是没有被实例初始化。而静态初始化块是类初始化最早调用的,静态初始化安全由JVM来保证。

static {
    try {
        valueOffset = unsafe.objectFieldOffset
            (AtomicInteger.class.getDeclaredField("value"));
    } catch (Exception ex) { throw new Error(ex); }
}

四、数据成员

volatile保证value值的有序性和可见性,不保证原子性。原子性一般由synchronized或Lock来提供支持。

private volatile int value;

// setup to use Unsafe.compareAndSwapInt for updates
private static final Unsafe unsafe = Unsafe.getUnsafe();
private static final long valueOffset;

五、构造方法

// 用一个给定的整形值初始化一个AtomicInteger实例
public AtomicInteger(int initialValue) {
    value = initialValue;
}

// 初始化一个值为0的AtomicInteger实例
public AtomicInteger() {
}

六、成员方法

// 获取当前的整形值,线程不安全
public final int get() {
    return value;
}

// 设置新的整形值,线程不安全
public final void set(int newValue) {
    value = newValue;
}

// 最终一定会把newValue设置成功
public final void lazySet(int newValue) {
    unsafe.putOrderedInt(this, valueOffset, newValue);
}

// 设置新的整形值,把返回上一个保存的值
public final int getAndSet(int newValue) {
    return unsafe.getAndSetInt(this, valueOffset, newValue);
}

如果待修改的值和期待值相同,那就把待修改的值设置为update的值
伪代码: value == expect ? value = update; return isModified;

public final boolean compareAndSet(int expect, int update) {
    return unsafe.compareAndSwapInt(this, valueOffset, expect, update);
}

/**
 * Atomically sets the value to the given updated value
 * if the current value {@code ==} the expected value.
 *
 * 

May fail * spuriously and does not provide ordering guarantees, so is * only rarely an appropriate alternative to {@code compareAndSet}. * * @param expect the expected value * @param update the new value * @return {@code true} if successful */ public final boolean weakCompareAndSet(int expect, int update) { return unsafe.compareAndSwapInt(this, valueOffset, expect, update); }

// 先返回上一个值,然后再在原基础上自增1
public final int getAndIncrement() {
    return unsafe.getAndAddInt(this, valueOffset, 1);
}

// 先返回上一个值,然后再在原基础上自减1
public final int getAndDecrement() {
    return unsafe.getAndAddInt(this, valueOffset, -1);
}

// 返回上一个值,并在原基础上加上指定值
// 伪代码: oldValue = value; value += delta; return oldValue; 
public final int getAndAdd(int delta) {
    return unsafe.getAndAddInt(this, valueOffset, delta);
}

// 先自增,然后返回自增后的值
public final int incrementAndGet() {
    return unsafe.getAndAddInt(this, valueOffset, 1) + 1;
}

// 先自减,然后返回自减后的值
public final int decrementAndGet() {
    return unsafe.getAndAddInt(this, valueOffset, -1) - 1;
}

// 先增加delta的值,然后返回增加后的值
public final int addAndGet(int delta) {
    return unsafe.getAndAddInt(this, valueOffset, delta) + delta;
}

七、Java8 Lambda支持

IntUnaryOperator -> This is a functional interface and can therefore be used as the assignment target for a lambda expression or method reference.

/**
 * Atomically updates the current value with the results of
 * applying the given function, returning the previous value. The
 * function should be side-effect-free, since it may be re-applied
 * when attempted updates fail due to contention among threads.
 *
 * @param updateFunction a side-effect-free function
 * @return the previous value
 * @since 1.8
 */
public final int getAndUpdate(IntUnaryOperator updateFunction) {
    int prev, next;
    do {
        prev = get();
        next = updateFunction.applyAsInt(prev);
    } while (!compareAndSet(prev, next));
    return prev;
}

/**
 * Atomically updates the current value with the results of
 * applying the given function, returning the updated value. The
 * function should be side-effect-free, since it may be re-applied
 * when attempted updates fail due to contention among threads.
 *
 * @param updateFunction a side-effect-free function
 * @return the updated value
 * @since 1.8
 */
public final int updateAndGet(IntUnaryOperator updateFunction) {
    int prev, next;
    do {
        prev = get();
        next = updateFunction.applyAsInt(prev);
    } while (!compareAndSet(prev, next));
    return next;
}

/**
 * Atomically updates the current value with the results of
 * applying the given function to the current and given values,
 * returning the previous value. The function should be
 * side-effect-free, since it may be re-applied when attempted
 * updates fail due to contention among threads.  The function
 * is applied with the current value as its first argument,
 * and the given update as the second argument.
 *
 * @param x the update value
 * @param accumulatorFunction a side-effect-free function of two arguments
 * @return the previous value
 * @since 1.8
 */
public final int getAndAccumulate(int x,
                                  IntBinaryOperator accumulatorFunction) {
    int prev, next;
    do {
        prev = get();
        next = accumulatorFunction.applyAsInt(prev, x);
    } while (!compareAndSet(prev, next));
    return prev;
}

/**
 * Atomically updates the current value with the results of
 * applying the given function to the current and given values,
 * returning the updated value. The function should be
 * side-effect-free, since it may be re-applied when attempted
 * updates fail due to contention among threads.  The function
 * is applied with the current value as its first argument,
 * and the given update as the second argument.
 *
 * @param x the update value
 * @param accumulatorFunction a side-effect-free function of two arguments
 * @return the updated value
 * @since 1.8
 */
public final int accumulateAndGet(int x,
                                  IntBinaryOperator accumulatorFunction) {
    int prev, next;
    do {
        prev = get();
        next = accumulatorFunction.applyAsInt(prev, x);
    } while (!compareAndSet(prev, next));
    return next;
}

八、参考链接

https://docs.oracle.com/javase/8/docs/api/java/util/function/IntUnaryOperator.html

https://docs.oracle.com/javase/8/docs/api/java/util/function/IntBinaryOperator.html

https://en.wikipedia.org/wiki/Compare-and-swap

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