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Java 根据某个 key 加锁的实现方式

一、背景

日常开发中,有时候需要根据某个 key 加锁,确保多线程情况下,对该 key 的加锁和解锁之间的代码串行执行。
大家可以借助每个 key 对应一个 ReentrantLock ,让同一个 key 的线程使用该 lock 加锁;每个 key 对应一个 Semaphore ,让同一个 key 的线程使用 Semaphore 控制同时执行的线程数。

二、参考代码

接口定义

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public interface LockByKey<T> {
 
     /**
      * 加锁
      */
     void lock(T key);
 
     /**
      * 解锁
      */
     void unlock(T key);
}

2.1 同一个 key 只能一个线程执行

2.1.1 代码实现

每个 key 对应一个 ReentrantLock ,让同一个 key 的线程使用该 lock 加锁。

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import java.util.Map;
import java.util.concurrent.ConcurrentHashMap;
import java.util.concurrent.locks.ReentrantLock;
 
public class DefaultLockByKeyImpl<T> implements LockByKey<T> {
 
     private final Map<T, ReentrantLock> lockMap = new ConcurrentHashMap<>();
 
     /**
      * 加锁
      */
     @Override
     public void lock(T key) {
         // 如果key为空,直接返回
         if (key == null ) {
             throw new IllegalArgumentException( "key 不能为空" );
         }
        
         // 获取或创建一个ReentrantLock对象
         ReentrantLock lock = lockMap测试数据puteIfAbsent(key, k -> new ReentrantLock());
         // 获取锁
         lock.lock();
     }
 
 
     /**
      * 解锁
      */
     @Override
     public void unlock(T key) {
         // 如果key为空,直接返回
         if (key == null ) {
             throw new IllegalArgumentException( "key 不能为空" );
         }
 
         // 从Map中获取锁对象
         ReentrantLock lock = lockMap.get(key);
         // 获取不到报错
         if (lock == null ) {
             throw new IllegalArgumentException( "key " + key + "尚未加锁" );
         }
         // 其他线程非法持有不允许释放
         if (!lock.isHeldByCurrentThread()) {
             throw new IllegalStateException( "当前线程尚未持有,key:" + key + "的锁,不允许释放" );
         }
         lock.unlock();
     }
}

注意事项:
(1)参数合法性校验
(2)解锁时需要判断该锁是否为当前线程持有

2.1.2 编写单测
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import com.google测试数据mon.collect.Lists;
import org.junit.Test;
 
import java.util.HashSet;
import java.util.List;
import java.util.Set;
import java.util.concurrent.CountDownLatch;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import java.util.concurrent.TimeUnit;
 
public class DefaultLockByKeyImplTest {
 
     private final LockByKey<String> lockByKey = new DefaultLockByKeyImpl<>();
 
     private final CountDownLatch countDownLatch = new CountDownLatch( 7 );
     private final ExecutorService executorService = Executors.newFixedThreadPool( 10 );
 
     @Test
     public void test() throws InterruptedException {
         List<String> keys = Lists.newArrayList( "a" , "a" , "a" , "b" , "c" , "b" , "d" );
         Set<String> executingKeySet = new HashSet<>();
 
         for ( int i = 0 ; i < keys.size(); i++) {
             String key = keys.get(i);
             int finalI = i;
             executorService.submit(() -> {
                 lockByKey.lock(key);
                 if (executingKeySet.contains(key)) {
                     throw new RuntimeException( "存在正在执行的 key:" + key);
                 }
                 executingKeySet.add(key);
 
                 try {
                     System.out.println( "index:" + finalI + "对 [" + key + "] 加锁 ->" + Thread.currentThread().getName());
                     TimeUnit.SECONDS.sleep( 1 );
                 } catch (InterruptedException e) {
                     throw new RuntimeException(e);
                 } finally {
                     System.out.println( "index:" + finalI + "释放 [" + key + "] ->" + Thread.currentThread().getName());
                     lockByKey.unlock(key);
                     executingKeySet.remove(key);
                     countDownLatch.countDown();
                 }
             });
         }
         countDownLatch.await();
     }
}

如果同一个 key 没释放能够再次进入,会抛出异常。
也可以通过日志来观察执行情况:

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index:0对 [a] 加锁 ->pool-1-thread-1
index:6对 [d] 加锁 ->pool-1-thread-7
index:4对 [c] 加锁 ->pool-1-thread-5
index:3对 [b] 加锁 ->pool-1-thread-4
index:6释放 [d] ->pool-1-thread-7
index:4释放 [c] ->pool-1-thread-5
index:0释放 [a] ->pool-1-thread-1
index:3释放 [b] ->pool-1-thread-4
 
index:1对 [a] 加锁 ->pool-1-thread-2
index:5对 [b] 加锁 ->pool-1-thread-6
index:1释放 [a] ->pool-1-thread-2
index:5释放 [b] ->pool-1-thread-6
 
index:2对 [a] 加锁 ->pool-1-thread-3
index:2释放 [a] ->pool-1-thread-3

2.2、同一个 key 可以有 n个线程执行

2.2.1 代码实现

每个 key 对应一个 Semaphore ,让同一个 key 的线程使用 Semaphore 控制同时执行的线程数。

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import lombok.SneakyThrows;
 
import java.util.Map;
import java.util.concurrent.ConcurrentHashMap;
import java.util.concurrent.Semaphore;
 
public class SimultaneousEntriesLockByKey<T> implements LockByKey<T> {
 
     private final Map<T, Semaphore> semaphores = new ConcurrentHashMap<>();
 
     /**
      * 最大线程
      */
     private int allowed_threads;
 
     public SimultaneousEntriesLockByKey( int allowed_threads) {
         this .allowed_threads = allowed_threads;
     }
 
     /**
      * 加锁
      */
     @Override
     public void lock(T key) {
         Semaphore semaphore = semaphores测试数据pute(key, (k, v) -> v == null ? new Semaphore(allowed_threads) : v);
         semaphore.acquireUninterruptibly();
     }
 
 
     /**
      * 解锁
      */
     @Override
     public void unlock(T key) {
         // 如果key为空,直接返回
         if (key == null ) {
             throw new IllegalArgumentException( "key 不能为空" );
         }
 
         // 从Map中获取锁对象
         Semaphore semaphore = semaphores.get(key);
         if (semaphore == null ) {
             throw new IllegalArgumentException( "key " + key + "尚未加锁" );
         }
         semaphore.release();
         if (semaphore.availablePermits() >= allowed_threads) {
             semaphores.remove(key, semaphore);
         }
     }

2.2.2 测试代码
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import com.google测试数据mon.collect.Lists;
import org.junit.Test;
 
import java.time.LocalDateTime;
import java.util.Collections;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.concurrent.CountDownLatch;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import java.util.concurrent.TimeUnit;
 
public class SimultaneousEntriesLockByKeyTest {
 
     private final int maxThreadEachKey = 2 ;
     private final LockByKey<String> lockByKey = new SimultaneousEntriesLockByKey<>(maxThreadEachKey);
 
     private final CountDownLatch countDownLatch = new CountDownLatch( 7 );
     private final ExecutorService executorService = Executors.newFixedThreadPool( 10 );
 
     @Test
     public void test() throws InterruptedException {
         List<String> keys = Lists.newArrayList( "a" , "a" , "a" , "b" , "c" , "b" , "d" );
         Map<String, Integer> executingKeyCount = Collections.synchronizedMap( new HashMap<>());
 
         for ( int i = 0 ; i < keys.size(); i++) {
             String key = keys.get(i);
             int finalI = i;
             executorService.submit(() -> {
                 lockByKey.lock(key);
                 executingKeyCount测试数据pute(key, (k, v) -> {
                     if (v != null && v + 1 > maxThreadEachKey) {
                         throw new RuntimeException( "超过限制了" );
                     }
                     return v == null ? 1 : v + 1 ;
                 });
                 try {
                     System.out.println( "time:" + LocalDateTime.now().toString() + " ,index:" + finalI + "对 [" + key + "] 加锁 ->" + Thread.currentThread().getName() + "count:" + executingKeyCount.get(key));
                     TimeUnit.SECONDS.sleep( 1 );
                 } catch (InterruptedException e) {
                     throw new RuntimeException(e);
                 } finally {
                     System.out.println( "time:" + LocalDateTime.now().toString() + " ,index:" + finalI + "释放 [" + key + "] ->" + Thread.currentThread().getName() + "count:" + (executingKeyCount.get(key) - 1 ));
                     lockByKey.unlock(key);
                     executingKeyCount测试数据pute(key, (k, v) -> v - 1 );
                     countDownLatch.countDown();
                 }
             });
         }
         countDownLatch.await();
     }
}

输出:

time:2023-03-15T20:49:57.044195 ,index:6对 [d] 加锁 ->pool-1-thread-7count:1
time:2023-03-15T20:49:57.058942 ,index:5对 [b] 加锁 ->pool-1-thread-6count:2
time:2023-03-15T20:49:57.069789 ,index:1对 [a] 加锁 ->pool-1-thread-2count:2
time:2023-03-15T20:49:57.042402 ,index:4对 [c] 加锁 ->pool-1-thread-5count:1
time:2023-03-15T20:49:57.046866 ,index:0对 [a] 加锁 ->pool-1-thread-1count:2
time:2023-03-15T20:49:57.042991 ,index:3对 [b] 加锁 ->pool-1-thread-4count:2
time:2023-03-15T20:49:58.089557 ,index:0释放 [a] ->pool-1-thread-1count:1
time:2023-03-15T20:49:58.082679 ,index:6释放 [d] ->pool-1-thread-7count:0
time:2023-03-15T20:49:58.084579 ,index:4释放 [c] ->pool-1-thread-5count:0
time:2023-03-15T20:49:58.083462 ,index:5释放 [b] ->pool-1-thread-6count:1
time:2023-03-15T20:49:58.089576 ,index:3释放 [b] ->pool-1-thread-4count:1
time:2023-03-15T20:49:58.085359 ,index:1释放 [a] ->pool-1-thread-2count:1
time:2023-03-15T20:49:58.096912 ,index:2对 [a] 加锁 ->pool-1-thread-3count:1
time:2023-03-15T20:49:59.099935 ,index:2释放 [a] ->pool-1-thread-3count:0

三、总结

本文结合自己的理解和一些参考代码,给出自己的示例,希望对大家有帮助。

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原文链接:https://blog.csdn.net/w605283073/article/details/129568863

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