所有示例代码,请见/下载于
https://github.com/Wasabi1234/concurrency
#1 基本概念
##1.1 并发
同时拥有两个或者多个线程,如果程序在单核处理器上运行多个线程将交替地换入或者换出内存,这些线程是同时“存在"的,每个线程都处于执行过程中的某个状态,如果运行在多核处理器上,此时,程序中的每个线程都将分配到一个处理器核上,因此可以同时运行.
##1.2 高并发( High Concurrency)
互联网分布式系统架构设计中必须考虑的因素之一,通常是指,通过设计保证系统能够同时并行处理很多请求.
##1.3 区别与联系
下面开始做并发模拟
package com.mmall.concurrency; import com.mmall.concurrency.annoations.NotThreadSafe; import lombok.extern.slf4j.Slf4j; import java.util.concurrent.CountDownLatch; import java.util.concurrent.ExecutorService; import java.util.concurrent.Executors; import java.util.concurrent.Semaphore; /** * @author shishusheng * @date 18/4/1 */ @Slf4j @NotThreadSafe public class ConcurrencyTest { /** * 请求总数 */ public static int clientTotal = 5000; /** * 同时并发执行的线程数 */ public static int threadTotal = 200; public static int count = 0; public static void main(String[] args) throws Exception { //定义线程池 ExecutorService executorService = Executors.newCachedThreadPool(); //定义信号量,给出允许并发的线程数目 final Semaphore semaphore = new Semaphore(threadTotal); //统计计数结果 final CountDownLatch countDownLatch = new CountDownLatch(clientTotal); //将请求放入线程池 for (int i = 0; i < clientTotal ; i++) { executorService.execute(() -> { try { //信号量的获取 semaphore.acquire(); add(); //释放 semaphore.release(); } catch (Exception e) { log.error("exception", e); } countDownLatch.countDown(); }); } countDownLatch.await(); //关闭线程池 executorService.shutdown(); log.info("count:{}", count); } /** * 统计方法 */ private static void add() { count++; } }
运行发现结果随机,所以非线程安全
#4线程安全性
##4.1 线程安全性
当多个线程访问某个类时,不管运行时环境采用 何种调度方式
或者这些进程将如何交替执行,并且在主调代码中 不需要任何额外的同步或协同
,这个类都能表现出 正确的行为
,那么就称这个类是线程安全的
##4.2 原子性
###4.2.1 Atomic 包
AtomicXXX:CAS,Unsafe.compareAndSwapInt
提供了互斥访问,同一时刻只能有一个线程来对它进行操作
package com.mmall.concurrency.example.atomic;
import com.mmall.concurrency.annoations.ThreadSafe;
import lombok.extern.slf4j.Slf4j;
import java.util.concurrent.CountDownLatch;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import java.util.concurrent.Semaphore;
import java.util.concurrent.atomic.AtomicLong;
/**
br/>*/
@Slf4j
@ThreadSafepublic class AtomicExample2 {
/**
请求总数
*/
public static int clientTotal = 5000;
/**
同时并发执行的线程数
*/
public static int threadTotal = 200;
/**
工作内存
*/
public static AtomicLong count = new AtomicLong(0);
public static void main(String[] args) throws Exception {
ExecutorService executorService = Executors.newCachedThreadPool();
final Semaphore semaphore = new Semaphore(threadTotal);
final CountDownLatch countDownLatch = new CountDownLatch(clientTotal);
for (int i = 0; i < clientTotal ; i++) {
executorService.execute(() -> {
try {
System.out.println();
semaphore.acquire();
add();
semaphore.release();
} catch (Exception e) {
log.error("exception", e);
}
countDownLatch.countDown();
});
}
countDownLatch.await();
executorService.shutdown();
//主内存
log.info("count:{}", count.get());
}
private static void add() {
count.incrementAndGet();
// count.getAndIncrement();
}
}
package com.mmall.concurrency.example.atomic; import com.mmall.concurrency.annoations.ThreadSafe; import lombok.extern.slf4j.Slf4j; import java.util.concurrent.atomic.AtomicReference; /** * @author shishusheng * @date 18/4/3 */ @Slf4j @ThreadSafe public class AtomicExample4 { private static AtomicReference<Integer> count = new AtomicReference<>(0); public static void main(String[] args) { // 2 count.compareAndSet(0, 2); // no count.compareAndSet(0, 1); // no count.compareAndSet(1, 3); // 4 count.compareAndSet(2, 4); // no count.compareAndSet(3, 5); log.info("count:{}", count.get()); } }
AtomicBoolean
package com.mmall.concurrency.example.count;
import com.mmall.concurrency.annoations.ThreadSafe;
import lombok.extern.slf4j.Slf4j;
import java.util.concurrent.CountDownLatch;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import java.util.concurrent.Semaphore;
/**
br/>*/
@Slf4j
@ThreadSafepublic class CountExample3 {
/**
请求总数
*/
public static int clientTotal = 5000;
/**
同时并发执行的线程数
*/
public static int threadTotal = 200;
public static int count = 0;
public static void main(String[] args) throws Exception {
ExecutorService executorService = Executors.newCachedThreadPool();
final Semaphore semaphore = new Semaphore(threadTotal);
final CountDownLatch countDownLatch = new CountDownLatch(clientTotal);
for (int i = 0; i < clientTotal ; i++) {
executorService.execute(() -> {
try {
semaphore.acquire();
add();
semaphore.release();
} catch (Exception e) {
log.error("exception", e);
}
countDownLatch.countDown();
});
}
countDownLatch.await();
executorService.shutdown();
log.info("count:{}", count);
}
private synchronized static void add() {
count++;
}
}
synchronized 修正计数类方法 - 修饰类:括号括起来的部分,作用于所有对象 子类继承父类的被 synchronized 修饰方法时,是没有 synchronized 修饰的!!!
Lock: 依赖特殊的 CPU 指令,代码实现
###4.2.3 对比
加锁与解锁是同一把锁
) volatile boolean inited = false;
//线程1:
context = loadContext();
inited= true;
// 线程2:
while( !inited ){
sleep();
}
doSomethingWithConfig(context)
##4.4 有序性 一个线程观察其他线程中的指令执行顺序,由于指令重排序的存在,该观察结果一般杂乱无序 JMM允许编译器和处理器对指令进行重排序,但是重排序过程不会影响到单线程程序的执行,却会影响到多线程并发执行的正确性 ###4.4.1 happens-before 规则 #5发布对象 ![](https://upload-images.jianshu.io/upload_images/4685968-ed313a1caed24223.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) ![发布对象](https://upload-images.jianshu.io/upload_images/4685968-b368f6fe5b350cbe.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) ![对象逸出](https://upload-images.jianshu.io/upload_images/4685968-88d207fcc6bf1866.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) ##5.1 安全发布对象 ![](https://upload-images.jianshu.io/upload_images/4685968-7400ab2abe1dbbfb.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) ![非线程安全的懒汉模式](https://upload-images.jianshu.io/upload_images/4685968-ba18bdbe3a3c4ed1.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) ![饿汉模式](https://upload-images.jianshu.io/upload_images/4685968-be2854c290143094.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) ![线程安全的懒汉模式](https://upload-images.jianshu.io/upload_images/4685968-e632243a5a97281a.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240)
package com.mmall.concurrency.example.singleton;
import com.mmall.concurrency.annoations.NotThreadSafe;
/**
br/>*/
@NotThreadSafe
public class SingletonExample4 {/**
私有构造函数
*/
private SingletonExample4() {
}
// 1、memory = allocate() 分配对象的内存空间
// 2、ctorInstance() 初始化对象
// 3、instance = memory 设置instance指向刚分配的内存
// JVM和cpu优化,发生了指令重排
// 1、memory = allocate() 分配对象的内存空间
// 3、instance = memory 设置instance指向刚分配的内存
// 2、ctorInstance() 初始化对象
/**
单例对象
*/
private static SingletonExample4 instance = null;
/**
}
![](https://upload-images.jianshu.io/upload_images/4685968-823166cdf7936293.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) ![](https://upload-images.jianshu.io/upload_images/4685968-9002671b71096f6c.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) #7 AQS ##7.1 介绍 ![数据结构](https://upload-images.jianshu.io/upload_images/4685968-918dcaea77d556e9.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) - 使用Node实现FIFO队列,可以用于构建锁或者其他同步装置的基础框架 - 利用了一个int类型表示状态 - 使用方法是继承 - 子类通过继承并通过实现它的方法管理其状态{acquire 和release} 的方法操纵状态 - 可以同时实现排它锁和共享锁模式(独占、共享) 同步组件 ###CountDownLatch
package com.mmall.concurrency.example.aqs;
import lombok.extern.slf4j.Slf4j;
import java.util.concurrent.CountDownLatch;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
/**
br/>*/
@Slf4j
public class CountDownLatchExample1 {private final static int threadCount = 200;
public static void main(String[] args) throws Exception {
ExecutorService exec = Executors.newCachedThreadPool(); final CountDownLatch countDownLatch = new CountDownLatch(threadCount); for (int i = 0; i < threadCount; i++) { final int threadNum = i; exec.execute(() -> { try { test(threadNum); } catch (Exception e) { log.error("exception", e); } finally { countDownLatch.countDown(); } }); } countDownLatch.await(); log.info("finish"); exec.shutdown();
}
private static void test(int threadNum) throws Exception {
Thread.sleep(100);
log.info("{}", threadNum);
Thread.sleep(100);
}
}
package com.mmall.concurrency.example.aqs;
import lombok.extern.slf4j.Slf4j;
import java.util.concurrent.CountDownLatch;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import java.util.concurrent.TimeUnit;
/**
br/>@Slf4j
public class CountDownLatchExample2 {private final static int threadCount = 200;
public static void main(String[] args) throws Exception {
ExecutorService exec = Executors.newCachedThreadPool(); final CountDownLatch countDownLatch = new CountDownLatch(threadCount); for (int i = 0; i < threadCount; i++) { final int threadNum = i; exec.execute(() -> { try { test(threadNum); } catch (Exception e) { log.error("exception", e); } finally { countDownLatch.countDown(); } }); } countDownLatch.await(10, TimeUnit.MILLISECONDS); log.info("finish"); exec.shutdown();
}
private static void test(int threadNum) throws Exception {
Thread.sleep(100);
log.info("{}", threadNum);
}
}
##Semaphore用法 ![](https://upload-images.jianshu.io/upload_images/4685968-e6cbcd4254c642c5.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) ![](https://upload-images.jianshu.io/upload_images/4685968-dbefbf2c76ad5a2a.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) ![](https://upload-images.jianshu.io/upload_images/4685968-41f5f5a5fd135804.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) ##CycliBarrier
package com.mmall.concurrency.example.aqs;
import lombok.extern.slf4j.Slf4j;
import java.util.concurrent.CyclicBarrier;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
/**
br/>*/
@Slf4j
public class CyclicBarrierExample1 {private static CyclicBarrier barrier = new CyclicBarrier(5);
public static void main(String[] args) throws Exception {
ExecutorService executor = Executors.newCachedThreadPool(); for (int i = 0; i < 10; i++) { final int threadNum = i; Thread.sleep(1000); executor.execute(() -> { try { race(threadNum); } catch (Exception e) { log.error("exception", e); } }); } executor.shutdown();
}
private static void race(int threadNum) throws Exception {
Thread.sleep(1000);
log.info("{} is ready", threadNum);
barrier.await();
log.info("{} continue", threadNum);
}
}
![](https://upload-images.jianshu.io/upload_images/4685968-4fb51fa4926fd70e.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240)
package com.mmall.concurrency.example.aqs;
import lombok.extern.slf4j.Slf4j;
import java.util.concurrent.CyclicBarrier;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import java.util.concurrent.TimeUnit;
/**
br/>*/
@Slf4j
public class CyclicBarrierExample2 {private static CyclicBarrier barrier = new CyclicBarrier(5);
public static void main(String[] args) throws Exception {
ExecutorService executor = Executors.newCachedThreadPool(); for (int i = 0; i < 10; i++) { final int threadNum = i; Thread.sleep(1000); executor.execute(() -> { try { race(threadNum); } catch (Exception e) { log.error("exception", e); } }); } executor.shutdown();
}
private static void race(int threadNum) throws Exception {
Thread.sleep(1000);
log.info("{} is ready", threadNum);
try {
barrier.await(2000, TimeUnit.MILLISECONDS);
} catch (Exception e) {
log.warn("BarrierException", e);
}
log.info("{} continue", threadNum);
}
}
![await 超时导致程序抛异常](https://upload-images.jianshu.io/upload_images/4685968-0f899c23531f8ee8.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240)
package com.mmall.concurrency.example.aqs;
import lombok.extern.slf4j.Slf4j;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import java.util.concurrent.Semaphore;
/**
br/>*/
@Slf4j
public class SemaphoreExample3 {private final static int threadCount = 20;
public static void main(String[] args) throws Exception {
ExecutorService exec = Executors.newCachedThreadPool(); final Semaphore semaphore = new Semaphore(3); for (int i = 0; i < threadCount; i++) { final int threadNum = i; exec.execute(() -> { try { // 尝试获取一个许可 if (semaphore.tryAcquire()) { test(threadNum); // 释放一个许可 semaphore.release(); } } catch (Exception e) { log.error("exception", e); } }); } exec.shutdown();
}
private static void test(int threadNum) throws Exception {
log.info("{}", threadNum);
Thread.sleep(1000);
}
}
#9 线程池 ##9.1 newCachedThreadPool ![](https://upload-images.jianshu.io/upload_images/4685968-1122da7a48223ba1.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) ##9.2 newFixedThreadPool ![](https://upload-images.jianshu.io/upload_images/4685968-0ea942bf12e5210f.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) ##9.3 newSingleThreadExecutor 看出是顺序执行的 ![](https://upload-images.jianshu.io/upload_images/4685968-989d59429f589403.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) ##9.4 newScheduledThreadPool ![](https://upload-images.jianshu.io/upload_images/4685968-f7536ec7a1cf6ecc.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) ![](https://upload-images.jianshu.io/upload_images/4685968-c90e09d5bfe707e6.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) #10 死锁 ![](https://upload-images.jianshu.io/upload_images/4685968-461f6a4251ae8ca4.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) ![](https://upload-images.jianshu.io/upload_images/4685968-46d58773e597195f.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240)