什么时候应该使用ThreadLocal变量?

它是如何使用的?


当前回答

在多线程代码中使用类似SimpleDateFormat的类助手有三种场景,其中最好的一种是使用ThreadLocal

场景

1-通过锁或同步机制使用类似的共享对象,使应用程序变慢

线程池操作场景

2-在方法中作为局部对象使用

在线程池中,在这个场景中,如果我们有4个线程每个线程有1000个任务时间,那么我们有 创建了4000 SimpleDateFormat对象,并等待GC删除它们

3-使用ThreadLocal

在线程池中,如果我们有4个线程,我们给每个线程一个SimpleDateFormat实例 我们有4个线程,4个SimpleDateFormat对象。

不需要锁机制和对象的创建和销毁。(良好的时间复杂度和空间复杂度)

https://www.youtube.com/watch?v=sjMe9aecW_A

其他回答

ThreadLocal是JVM专门提供的功能,仅为线程提供隔离的存储空间。与实例作用域变量的值一样,变量只能绑定到类的给定实例。每个对象都有其唯一的值,它们不能看到彼此的值。ThreadLocal变量的概念也是如此,在对象实例的意义上,它们是线程的本地线程,除了创建它的线程之外,其他线程看不到它。在这里看到的

import java.util.concurrent.atomic.AtomicInteger;
import java.util.stream.IntStream;


public class ThreadId {
private static final AtomicInteger nextId = new AtomicInteger(1000);

// Thread local variable containing each thread's ID
private static final ThreadLocal<Integer> threadId = ThreadLocal.withInitial(() -> nextId.getAndIncrement());


// Returns the current thread's unique ID, assigning it if necessary
public static int get() {
    return threadId.get();
}

public static void main(String[] args) {

    new Thread(() -> IntStream.range(1, 3).forEach(i -> {
        System.out.println(Thread.currentThread().getName() + " >> " + new ThreadId().get());
    })).start();

    new Thread(() -> IntStream.range(1, 3).forEach(i -> {
        System.out.println(Thread.currentThread().getName() + " >> " + new ThreadId().get());
    })).start();

    new Thread(() -> IntStream.range(1, 3).forEach(i -> {
        System.out.println(Thread.currentThread().getName() + " >> " + new ThreadId().get());
    })).start();

}
}

可以使用threadlocal变量的两个用例- 1-当我们需要将状态与线程关联时(例如,用户ID或事务ID)。这通常发生在web应用程序中,每个发送到servlet的请求都有一个与之关联的唯一transactionID。

// This class will provide a thread local variable which
// will provide a unique ID for each thread
class ThreadId {
    // Atomic integer containing the next thread ID to be assigned
    private static final AtomicInteger nextId = new AtomicInteger(0);

    // Thread local variable containing each thread's ID
    private static final ThreadLocal<Integer> threadId =
        ThreadLocal.<Integer>withInitial(()-> {return nextId.getAndIncrement();});

    // Returns the current thread's unique ID, assigning it if necessary
    public static int get() {
        return threadId.get();
    }
}

注意,这里的withInitial方法是使用lambda表达式实现的。 2-另一个用例是当我们想要一个线程安全的实例时,我们不想使用同步,因为同步的性能成本更高。其中一种情况是使用SimpleDateFormat。由于SimpleDateFormat不是线程安全的,所以我们必须提供机制使其线程安全。

public class ThreadLocalDemo1 implements Runnable {
    // threadlocal variable is created
    private static final ThreadLocal<SimpleDateFormat> dateFormat = new ThreadLocal<SimpleDateFormat>(){
        @Override
        protected SimpleDateFormat initialValue(){
            System.out.println("Initializing SimpleDateFormat for - " + Thread.currentThread().getName() );
            return new SimpleDateFormat("dd/MM/yyyy");
        }
    };

    public static void main(String[] args) {
        ThreadLocalDemo1 td = new ThreadLocalDemo1();
        // Two threads are created
        Thread t1 = new Thread(td, "Thread-1");
        Thread t2 = new Thread(td, "Thread-2");
        t1.start();
        t2.start();
    }

    @Override
    public void run() {
        System.out.println("Thread run execution started for " + Thread.currentThread().getName());
        System.out.println("Date formatter pattern is  " + dateFormat.get().toPattern());
        System.out.println("Formatted date is " + dateFormat.get().format(new Date()));
    } 

}

Many frameworks use ThreadLocals to maintain some context related to the current thread. For example when the current transaction is stored in a ThreadLocal, you don't need to pass it as a parameter through every method call, in case someone down the stack needs access to it. Web applications might store information about the current request and session in a ThreadLocal, so that the application has easy access to them. With Guice you can use ThreadLocals when implementing custom scopes for the injected objects (Guice's default servlet scopes most probably use them as well).

ThreadLocals are one sort of global variables (although slightly less evil because they are restricted to one thread), so you should be careful when using them to avoid unwanted side-effects and memory leaks. Design your APIs so that the ThreadLocal values will always be automatically cleared when they are not needed anymore and that incorrect use of the API won't be possible (for example like this). ThreadLocals can be used to make the code cleaner, and in some rare cases they are the only way to make something work (my current project had two such cases; they are documented here under "Static Fields and Global Variables").

Threadlocal提供了一种非常简单的零成本实现对象可重用性的方法。

我遇到过这样一种情况,在每次更新通知时,多个线程都在创建可变缓存的映像。

我在每个线程上使用Threadlocal,然后每个线程只需要重置旧映像,然后在每次更新通知时从缓存中再次更新它。

来自对象池的通常可重用对象具有与之相关的线程安全成本,而此方法没有。

缓存,有时你必须计算相同的值很多时间,所以通过存储最后一组输入到一个方法和结果,你可以加快代码。通过使用线程本地存储,您可以避免考虑锁定问题。