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使用Redisson實現分布式鎖,Spring AOP簡化之

獲取鎖 rip dss 執行c lease dset wire template alt

源碼

Redisson概述

Redisson是一個在Redis的基礎上實現的Java駐內存數據網格(In-Memory Data Grid)。它不僅提供了一系列的分布式的Java常用對象,還提供了許多分布式服務。其中包括(BitSet, Set, Multimap, SortedSet, Map, List, Queue, BlockingQueue, Deque, BlockingDeque, Semaphore, Lock, AtomicLong, CountDownLatch, Publish / Subscribe, Bloom filter, Remote service, Spring cache, Executor service, Live Object service, Scheduler service) Redisson提供了使用Redis的最簡單和最便捷的方法。Redisson的宗旨是促進使用者對Redis的關註分離(Separation of Concern),從而讓使用者能夠將精力更集中地放在處理業務邏輯上。

Redisson底層采用的是Netty 框架。支持Redis 2.8以上版本,支持Java1.6+以上版本。

關於Redisson更多詳細介紹,可參考Redssion概述

Redisson提供的分布式鎖

可重入鎖

Redisson的分布式可重入鎖RLock Java對象實現了java.util.concurrent.locks.Lock接口,同時還支持自動過期解鎖。下面是RLock的基本使用方法:

RLock lock = redisson.getLock("anyLock");
// 最常見的使用方法
lock.lock();

// 支持過期解鎖功能
// 10秒鐘以後自動解鎖
// 無需調用unlock方法手動解鎖
lock.lock(10, TimeUnit.SECONDS); // 嘗試加鎖,最多等待100秒,上鎖以後10秒自動解鎖 boolean res = lock.tryLock(100, 10, TimeUnit.SECONDS); ... lock.unlock();

Redisson同時還為分布式鎖提供了異步執行的相關方法:

RLock lock = redisson.getLock("anyLock");
lock.lockAsync();
lock.lockAsync(10, TimeUnit.SECONDS);
Future<Boolean> res = lock.tryLockAsync(100, 10, TimeUnit.SECONDS);

公平鎖

Redisson分布式可重入公平鎖也是實現了java.util.concurrent.locks.Lock接口的一種RLock對象。在提供了自動過期解鎖功能的同時,保證了當多個Redisson客戶端線程同時請求加鎖時,優先分配給先發出請求的線程。

RLock fairLock = redisson.getFairLock("anyLock");
// 最常見的使用方法
fairLock.lock();

// 支持過期解鎖功能
// 10秒鐘以後自動解鎖
// 無需調用unlock方法手動解鎖
fairLock.lock(10, TimeUnit.SECONDS);

// 嘗試加鎖,最多等待100秒,上鎖以後10秒自動解鎖
boolean res = fairLock.tryLock(100, 10, TimeUnit.SECONDS);
...
fairLock.unlock();

其他鎖

Redisson還提供了其他機制的鎖,如聯鎖(MultiLock)、紅鎖(RedLock)等。詳細可參考:分布式鎖和同步器

使用Redisson實現分布式鎖

  1. 定義回調接口
/**
 * 分布式鎖回調接口
 */
public interface DistributedLockCallback<T> {
    /**
     * 調用者必須在此方法中實現需要加分布式鎖的業務邏輯
     *
     * @return
     */
    public T process();

    /**
     * 得到分布式鎖名稱
     *
     * @return
     */
    public String getLockName();
}
  1. 定義分布式鎖模板
/**
 * 分布式鎖操作模板
 */
public interface DistributedLockTemplate {

    long DEFAULT_WAIT_TIME = 30;
    long DEFAULT_TIMEOUT   = 5;
    TimeUnit DEFAULT_TIME_UNIT = TimeUnit.SECONDS;

    /**
     * 使用分布式鎖,使用鎖默認超時時間。
     * @param callback
     * @param fairLock 是否使用公平鎖
     * @return
     */
    <T> T lock(DistributedLockCallback<T> callback, boolean fairLock);

    /**
     * 使用分布式鎖。自定義鎖的超時時間
     *
     * @param callback
     * @param leaseTime 鎖超時時間。超時後自動釋放鎖。
     * @param timeUnit
     * @param fairLock 是否使用公平鎖
     * @param <T>
     * @return
     */
    <T> T lock(DistributedLockCallback<T> callback, long leaseTime, TimeUnit timeUnit, boolean fairLock);

    /**
     * 嘗試分布式鎖,使用鎖默認等待時間、超時時間。
     * @param callback
     * @param fairLock 是否使用公平鎖
     * @param <T>
     * @return
     */
    <T> T tryLock(DistributedLockCallback<T> callback, boolean fairLock);

    /**
     * 嘗試分布式鎖,自定義等待時間、超時時間。
     * @param callback
     * @param waitTime 獲取鎖最長等待時間
     * @param leaseTime 鎖超時時間。超時後自動釋放鎖。
     * @param timeUnit
     * @param fairLock 是否使用公平鎖
     * @param <T>
     * @return
     */
    <T> T tryLock(DistributedLockCallback<T> callback, long waitTime, long leaseTime, TimeUnit timeUnit, boolean fairLock);
}
  1. 實現分布式鎖模板
public class SingleDistributedLockTemplate implements DistributedLockTemplate {
    private RedissonClient redisson;

    public SingleDistributedLockTemplate() {
    }

    public SingleDistributedLockTemplate(RedissonClient redisson) {
        this.redisson = redisson;
    }

    @Override
    public <T> T lock(DistributedLockCallback<T> callback, boolean fairLock) {
        return lock(callback, DEFAULT_TIMEOUT, DEFAULT_TIME_UNIT, fairLock);
    }

    @Override
    public <T> T lock(DistributedLockCallback<T> callback, long leaseTime, TimeUnit timeUnit, boolean fairLock) {
        RLock lock = getLock(redisson, callback.getLockName(), fairLock);
        try {
            lock.lock(leaseTime, timeUnit);
            return callback.process();
        } finally {
            if (lock != null) {
                lock.unlock();
            }
        }
    }

    @Override
    public <T> T tryLock(DistributedLockCallback<T> callback, boolean fairLock) {
        return tryLock(callback, DEFAULT_WAIT_TIME, DEFAULT_TIMEOUT, DEFAULT_TIME_UNIT, fairLock);
    }

    @Override
    public <T> T tryLock(DistributedLockCallback<T> callback, long waitTime, long leaseTime, TimeUnit timeUnit, boolean fairLock) {
        RLock lock = getLock(redisson, callback.getLockName(), fairLock);
        try {
            if (lock.tryLock(waitTime, leaseTime, timeUnit)) {
                return callback.process();
            }
        } catch (InterruptedException e) {

        } finally {
            if (lock != null) {
                lock.unlock();
            }
        }
        return null;
    }

    private RLock getLock(RedissonClient redisson, String lockName, boolean fairLock) {
        RLock lock;
        if (fairLock) {
            lock = redisson.getFairLock(lockName);
        } else {
            lock = redisson.getLock(lockName);
        }
        return lock;
    }

    public void setRedisson(RedissonClient redisson) {
        this.redisson = redisson;
    }
}
  1. 使用SingleDistributedLockTemplate
DistributedLockTemplate lockTemplate = ...;
final String lockName = ...; 
lockTemplate.lock(new DistributedLockCallback<Object>() {
    @Override
    public Object process() {
        //do some business
        return null;
    }

    @Override
    public String getLockName() {
        return lockName;
    }
}, false);

但是每次使用分布式鎖都要寫類似上面的重復代碼,有沒有什麽方法可以只關註核心業務邏輯代碼的編寫,即上面的"do some business"。下面介紹如何使用Spring AOP來實現這一目標。

使用Spring AOP簡化分布式鎖

  1. 定義註解@DistributedLock
@Target({ElementType.METHOD})
@Retention(RetentionPolicy.RUNTIME)
@Documented
public @interface DistributedLock {

    String lockName() default "";

    String lockNamePre() default ""; //lockName後綴

    String lockNamePost() default ""; //lockName後綴

    String param() default ""; //獲取註解的方法第一個參數對象的某個屬性值來作為lockName。因為有時候lockName是不固定的。

    boolean fairLock() default false;  //是否使用公平鎖。

    boolean tryLock() default false;  //是否使用嘗試鎖。

    long waitTime() default 30L;

    long leaseTime() default 5L;

    TimeUnit timeUnit() default TimeUnit.SECONDS;

}
  1. 定義切面織入的代碼
@Aspect
@Component
public class DistributedLockAspect {

    @Autowired
    private DistributedLockTemplate lockTemplate;

    @Pointcut("@annotation(cn.sprinkle.study.distributedlock.common.annotation.DistributedLock)")
    public void DistributedLockAspect() {}



    @Around(value = "DistributedLockAspect()")
    public Object doAround(ProceedingJoinPoint pjp) throws Throwable {

        //切點所在的類名
        String targetName = pjp.getTarget().getClass().getName();

        //使用了註解的方法
        String methodName = pjp.getSignature().getName();

        Class targetClass = Class.forName(targetName);

        Method[] methods = targetClass.getMethods();

        Object[] arguments = pjp.getArgs();

        //得到使用註解的方法。可使用Method.getAnnotation(Class<T> annotationClass)獲取指定的註解,然後可獲得註解的屬性
        Optional<Method> optional = Arrays.stream(methods)
                .parallel()
                .filter(method -> method.getName().equals(methodName))
                .findAny();

        if (optional.isPresent()) {
            Method m = optional.get();
            final String lockName = getLockName(m, arguments);
            return lock(pjp, m, lockName);
        }

        return null;
    }

    public String getLockName(Method method, Object[] args) throws Throwable {

        DistributedLock annotation = method.getAnnotation(DistributedLock.class);

        String lockName = annotation.lockName(),
                param = annotation.param();

        if (StringUtils.isEmpty(lockName)) {
            if (!StringUtils.isEmpty(param)) {

                if (args.length > 0) {
                    Object arg = args[0];

                    lockName = String.valueOf(getParam(arg, param));

                    String preLockName = annotation.lockNamePre(),
                            postLockName = annotation.lockNamePost();

                    lockName = preLockName + lockName + postLockName;

                    return lockName;
                }
            }
        } else {
            return lockName;
        }

        throw new IllegalArgumentException("lockName can‘t be empty!");
    }

    /**
     * 從方法參數獲取數據
     *
     * @param param
     * @param arg 方法的參數數組
     * @return
     */
    public Object getParam(Object arg, String param) throws Throwable {

        if (!StringUtils.isEmpty(param) && arg != null) {
            Object result = PropertyUtils.getProperty(arg, param);
            return result;
        }

        return null;
    }

    public Object lock(ProceedingJoinPoint pjp, Method method, final String lockName) {

        DistributedLock annotation = method.getAnnotation(DistributedLock.class);

        boolean fairLock = annotation.fairLock();

        boolean tryLock = annotation.tryLock();

        if (tryLock) {
            return tryLock(pjp, annotation, lockName, fairLock);
        } else {
            return lock(pjp,lockName, fairLock);
        }
    }

    public Object lock(ProceedingJoinPoint pjp, final String lockName, boolean fairLock) {
        return lockTemplate.lock(new DistributedLockCallback<Object>() {
            @Override
            public Object process() {
                return proceed(pjp);
            }

            @Override
            public String getLockName() {
                return lockName;
            }
        }, fairLock);
    }

    public Object tryLock(ProceedingJoinPoint pjp, DistributedLock annotation, final String lockName, boolean fairLock) {

        long waitTime = annotation.waitTime(),
                leaseTime = annotation.leaseTime();
        TimeUnit timeUnit = annotation.timeUnit();

        return lockTemplate.tryLock(new DistributedLockCallback<Object>() {
            @Override
            public Object process() {
                return proceed(pjp);
            }

            @Override
            public String getLockName() {
                return lockName;
            }
        }, waitTime, leaseTime, timeUnit, fairLock);
    }

    public Object proceed(ProceedingJoinPoint pjp) {
        try {
            return pjp.proceed();
        } catch (Throwable throwable) {
            throwable.printStackTrace();
        }
        return null;
    }
}
  1. 使用註解@DistributedLock實現分布式鎖

有了上面兩段代碼,以後需要用到分布式鎖,只需在核心業務邏輯方法添加註解@DistributedLock,並設置LockName、fairLock等即可。

@Service
public class DistributionService {

    @Autowired
    private RedissonClient redissonClient;

    @DistributedLock(lockName = "lock", lockNamePost = ".lock")
    public Integer aspect() {
        RMap<String, Integer> map = redissonClient.getMap("distributionTest");

        Integer count = map.get("count");

        if (count > 0) {
            count = count - 1;
            map.put("count", count);
        }

        return count;
    }

    @DistributedLock(param = "id", lockNamePost = ".lock")
    public Integer aspect(Person person) {
        RMap<String, Integer> map = redissonClient.getMap("distributionTest");

        Integer count = map.get("count");

        if (count > 0) {
            count = count - 1;
            map.put("count", count);
        }

        return count;
    }

}
  1. 測試

定義一個Worker類:

public class Worker implements Runnable {

    private final CountDownLatch startSignal;
    private final CountDownLatch doneSignal;
    private final DistributionService service;

    public Worker(CountDownLatch startSignal, CountDownLatch doneSignal, DistributionService service) {
        this.startSignal = startSignal;
        this.doneSignal = doneSignal;
        this.service = service;
    }

    @Override
    public void run() {
        try {
            startSignal.await();

            System.out.println(Thread.currentThread().getName() + " start");

            //Integer count = service.aspect();
            Integer count = service.aspect(new Person(1, "張三"));

            System.out.println(Thread.currentThread().getName() + ": count = " + count);

            doneSignal.countDown();

        } catch (InterruptedException ex) {
            System.out.println(ex);
        }
    }
}

定義Controller類:

@RestController
@RequestMapping("/distributedLockTest")
public class DistributedLockTestController {

    private int count = 10;

    @Autowired
    private RedissonClient redissonClient;

    @Autowired
    private DistributionService service;

    @RequestMapping(method = RequestMethod.GET)
    public String distributedLockTest() throws Exception {

        RMap<String, Integer> map = redissonClient.getMap("distributionTest");
        map.put("count", 8);

        CountDownLatch startSignal = new CountDownLatch(1);
        CountDownLatch doneSignal = new CountDownLatch(count);

        for (int i = 0; i < count; ++i) { // create and start threads
            new Thread(new Worker(startSignal, doneSignal, service)).start();
        }

        startSignal.countDown(); // let all threads proceed
        doneSignal.await();
        System.out.println("All processors done. Shutdown connection");

        return "finish";
    }

}

Redisson基本配置:

singleServerConfig:
  idleConnectionTimeout: 10000
  pingTimeout: 1000
  connectTimeout: 10000
  timeout: 3000
  retryAttempts: 3
  retryInterval: 1500
  reconnectionTimeout: 3000
  failedAttempts: 3
  password:
  subscriptionsPerConnection: 5
  clientName: null
  address: "redis://127.0.0.1:6379"
  subscriptionConnectionMinimumIdleSize: 1
  subscriptionConnectionPoolSize: 50
  connectionMinimumIdleSize: 10
  connectionPoolSize: 64
  database: 0
  dnsMonitoring: false
  dnsMonitoringInterval: 5000
threads: 0
nettyThreads: 0
codec: !<org.redisson.codec.JsonJacksonCodec> {}
useLinuxNativeEpoll: false

工程中需要註入的對象:

@Value("classpath:/redisson-conf.yml")
Resource configFile;

@Bean(destroyMethod = "shutdown")
RedissonClient redisson()
        throws IOException {
    Config config = Config.fromYAML(configFile.getInputStream());
    return Redisson.create(config);
}

@Bean
DistributedLockTemplate distributedLockTemplate(RedissonClient redissonClient) {
    return new SingleDistributedLockTemplate(redissonClient);
}

需要引入的依賴:

<dependency>
    <groupId>org.springframework.boot</groupId>
    <artifactId>spring-boot-starter-aop</artifactId>
</dependency>
<dependency>
    <groupId>org.springframework.boot</groupId>
    <artifactId>spring-boot-starter-web</artifactId>
</dependency>
<dependency>
    <groupId>org.redisson</groupId>
    <artifactId>redisson</artifactId>
    <version>3.5.3</version>
</dependency>
<dependency>
    <groupId>commons-beanutils</groupId>
    <artifactId>commons-beanutils</artifactId>
    <version>1.8.3</version>
</dependency>

最後啟動工程,然後訪問localhost:8080/distributedLockTest,可以看到如下結果:

技術分享

觀察結果,可以看出,10個線程中只有8個線程能執行count減1操作,而且多個線程是依次執行的。也就是說分布式鎖起作用了。

至此,使用Redisson實現分布式鎖,然後使用Spring AOP簡化分布式鎖介紹完畢。

若有什麽地方有錯誤的或需要改進的,歡迎留言一起討論交流。

使用Redisson實現分布式鎖,Spring AOP簡化之