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redisson中RRateLimiter分布式限流器的使用

2024年06月17日 Redis 我要评论
序本文主要研究一下redisson的rratelimiterrratelimiterredisson/src/main/java/org/redisson/api/rratelimiter.javap

本文主要研究一下redisson的rratelimiter

rratelimiter

redisson/src/main/java/org/redisson/api/rratelimiter.java

public interface rratelimiter extends rratelimiterasync, rexpirable {

    /**
     * initializes ratelimiter's state and stores config to redis server.
     * 
     * @param mode - rate mode
     * @param rate - rate
     * @param rateinterval - rate time interval
     * @param rateintervalunit - rate time interval unit
     * @return {@code true} if rate was set and {@code false}
     *         otherwise
     */
    boolean trysetrate(ratetype mode, long rate, long rateinterval, rateintervalunit rateintervalunit);

    /**
     * updates ratelimiter's state and stores config to redis server.
     *
     * @param mode - rate mode
     * @param rate - rate
     * @param rateinterval - rate time interval
     * @param rateintervalunit - rate time interval unit
     */
    void setrate(ratetype mode, long rate, long rateinterval, rateintervalunit rateintervalunit);
    
    /**
     * acquires a permit only if one is available at the
     * time of invocation.
     *
     * <p>acquires a permit, if one is available and returns immediately,
     * with the value {@code true},
     * reducing the number of available permits by one.
     *
     * <p>if no permit is available then this method will return
     * immediately with the value {@code false}.
     *
     * @return {@code true} if a permit was acquired and {@code false}
     *         otherwise
     */
    boolean tryacquire();
    
    /**
     * acquires the given number of <code>permits</code> only if all are available at the
     * time of invocation.
     *
     * <p>acquires a permits, if all are available and returns immediately,
     * with the value {@code true},
     * reducing the number of available permits by given number of permits.
     *
     * <p>if no permits are available then this method will return
     * immediately with the value {@code false}.
     *
     * @param permits the number of permits to acquire
     * @return {@code true} if a permit was acquired and {@code false}
     *         otherwise
     */
    boolean tryacquire(long permits);
    
    /**
     * acquires a permit from this ratelimiter, blocking until one is available.
     *
     * <p>acquires a permit, if one is available and returns immediately,
     * reducing the number of available permits by one.
     * 
     */
    void acquire();

    /**
     * acquires a specified <code>permits</code> from this ratelimiter, 
     * blocking until one is available.
     *
     * <p>acquires the given number of permits, if they are available 
     * and returns immediately, reducing the number of available permits 
     * by the given amount.
     * 
     * @param permits the number of permits to acquire
     */
    void acquire(long permits);
    
    /**
     * acquires a permit from this ratelimiter, if one becomes available
     * within the given waiting time.
     *
     * <p>acquires a permit, if one is available and returns immediately,
     * with the value {@code true},
     * reducing the number of available permits by one.
     *
     * <p>if no permit is available then the current thread becomes
     * disabled for thread scheduling purposes and lies dormant until
     * specified waiting time elapses.
     *
     * <p>if a permit is acquired then the value {@code true} is returned.
     *
     * <p>if the specified waiting time elapses then the value {@code false}
     * is returned.  if the time is less than or equal to zero, the method
     * will not wait at all.
     *
     * @param timeout the maximum time to wait for a permit
     * @param unit the time unit of the {@code timeout} argument
     * @return {@code true} if a permit was acquired and {@code false}
     *         if the waiting time elapsed before a permit was acquired
     */
    boolean tryacquire(long timeout, timeunit unit);
    
    /**
     * acquires the given number of <code>permits</code> only if all are available
     * within the given waiting time.
     *
     * <p>acquires the given number of permits, if all are available and returns immediately,
     * with the value {@code true}, reducing the number of available permits by one.
     *
     * <p>if no permit is available then the current thread becomes
     * disabled for thread scheduling purposes and lies dormant until
     * the specified waiting time elapses.
     *
     * <p>if a permits is acquired then the value {@code true} is returned.
     *
     * <p>if the specified waiting time elapses then the value {@code false}
     * is returned.  if the time is less than or equal to zero, the method
     * will not wait at all.
     *
     * @param permits amount
     * @param timeout the maximum time to wait for a permit
     * @param unit the time unit of the {@code timeout} argument
     * @return {@code true} if a permit was acquired and {@code false}
     *         if the waiting time elapsed before a permit was acquired
     */
    boolean tryacquire(long permits, long timeout, timeunit unit);

    /**
     * returns current configuration of this ratelimiter object.
     * 
     * @return config object
     */
    ratelimiterconfig getconfig();

    /**
     * returns amount of available permits.
     *
     * @return number of permits
     */
    long availablepermits();

}

rratelimiter继承了rratelimiterasync、rexpirable接口,它主要定义了trysetrate、setrate、tryacquire、acquire、getconfig、availablepermits方法

rratelimiterasync

redisson/src/main/java/org/redisson/api/rratelimiterasync.java

public interface rratelimiterasync extends rexpirableasync {

    /**
     * initializes ratelimiter's state and stores config to redis server.
     * 
     * @param mode - rate mode
     * @param rate - rate
     * @param rateinterval - rate time interval
     * @param rateintervalunit - rate time interval unit
     * @return {@code true} if rate was set and {@code false}
     *         otherwise
     */
    rfuture<boolean> trysetrateasync(ratetype mode, long rate, long rateinterval, rateintervalunit rateintervalunit);

    /**
     * acquires a permit only if one is available at the
     * time of invocation.
     *
     * <p>acquires a permit, if one is available and returns immediately,
     * with the value {@code true},
     * reducing the number of available permits by one.
     *
     * <p>if no permit is available then this method will return
     * immediately with the value {@code false}.
     *
     * @return {@code true} if a permit was acquired and {@code false}
     *         otherwise
     */
    rfuture<boolean> tryacquireasync();
    
    /**
     * acquires the given number of <code>permits</code> only if all are available at the
     * time of invocation.
     *
     * <p>acquires a permits, if all are available and returns immediately,
     * with the value {@code true},
     * reducing the number of available permits by given number of permits.
     *
     * <p>if no permits are available then this method will return
     * immediately with the value {@code false}.
     *
     * @param permits the number of permits to acquire
     * @return {@code true} if a permit was acquired and {@code false}
     *         otherwise
     */
    rfuture<boolean> tryacquireasync(long permits);
    
    /**
     * acquires a permit from this ratelimiter, blocking until one is available.
     *
     * <p>acquires a permit, if one is available and returns immediately,
     * reducing the number of available permits by one.
     * 
     * @return void
     */
    rfuture<void> acquireasync();
    
    /**
     * acquires a specified <code>permits</code> from this ratelimiter, 
     * blocking until one is available.
     *
     * <p>acquires the given number of permits, if they are available 
     * and returns immediately, reducing the number of available permits 
     * by the given amount.
     * 
     * @param permits the number of permits to acquire
     * @return void
     */
    rfuture<void> acquireasync(long permits);
    
    /**
     * acquires a permit from this ratelimiter, if one becomes available
     * within the given waiting time.
     *
     * <p>acquires a permit, if one is available and returns immediately,
     * with the value {@code true},
     * reducing the number of available permits by one.
     *
     * <p>if no permit is available then the current thread becomes
     * disabled for thread scheduling purposes and lies dormant until
     * specified waiting time elapses.
     *
     * <p>if a permit is acquired then the value {@code true} is returned.
     *
     * <p>if the specified waiting time elapses then the value {@code false}
     * is returned.  if the time is less than or equal to zero, the method
     * will not wait at all.
     *
     * @param timeout the maximum time to wait for a permit
     * @param unit the time unit of the {@code timeout} argument
     * @return {@code true} if a permit was acquired and {@code false}
     *         if the waiting time elapsed before a permit was acquired
     */
    rfuture<boolean> tryacquireasync(long timeout, timeunit unit);
    
    /**
     * acquires the given number of <code>permits</code> only if all are available
     * within the given waiting time.
     *
     * <p>acquires the given number of permits, if all are available and returns immediately,
     * with the value {@code true}, reducing the number of available permits by one.
     *
     * <p>if no permit is available then the current thread becomes
     * disabled for thread scheduling purposes and lies dormant until
     * the specified waiting time elapses.
     *
     * <p>if a permits is acquired then the value {@code true} is returned.
     *
     * <p>if the specified waiting time elapses then the value {@code false}
     * is returned.  if the time is less than or equal to zero, the method
     * will not wait at all.
     *
     * @param permits amount
     * @param timeout the maximum time to wait for a permit
     * @param unit the time unit of the {@code timeout} argument
     * @return {@code true} if a permit was acquired and {@code false}
     *         if the waiting time elapsed before a permit was acquired
     */
    rfuture<boolean> tryacquireasync(long permits, long timeout, timeunit unit);


    /**
     * updates ratelimiter's state and stores config to redis server.
     *
     *
     * @param mode - rate mode
     * @param rate - rate
     * @param rateinterval - rate time interval
     * @param rateintervalunit - rate time interval unit
     * @return {@code true} if rate was set and {@code false}
     *         otherwise
     */
    rfuture<void> setrateasync(ratetype mode, long rate, long rateinterval, rateintervalunit rateintervalunit);

    /**
     * returns current configuration of this ratelimiter object.
     * 
     * @return config object
     */
    rfuture<ratelimiterconfig> getconfigasync();

    /**
     * returns amount of available permits.
     *
     * @return number of permits
     */
    rfuture<long> availablepermitsasync();

}

rratelimiterasync继承了rexpirableasync,它是async版本的rratelimiter,它主要定义了trysetrateasync、setrateasync、tryacquireasync、acquireasync、getconfigasync、availablepermitsasync方法

redissonratelimiter

redisson/src/main/java/org/redisson/redissonratelimiter.java

public class redissonratelimiter extends redissonexpirable implements rratelimiter {

	//......

	@override
    public boolean tryacquire() {
        return tryacquire(1);
    }
    
    @override
    public rfuture<boolean> tryacquireasync() {
        return tryacquireasync(1l);
    }
    
    @override
    public boolean tryacquire(long permits) {
        return get(tryacquireasync(rediscommands.eval_null_boolean, permits));
    }
    
    @override
    public rfuture<boolean> tryacquireasync(long permits) {
        return tryacquireasync(rediscommands.eval_null_boolean, permits);
    }

    @override
    public void acquire() {
        get(acquireasync());
    }
    
    @override
    public rfuture<void> acquireasync() {
        return acquireasync(1);
    }

    @override
    public void acquire(long permits) {
        get(acquireasync(permits));
    }

    @override
    public rfuture<void> acquireasync(long permits) {
        completionstage<void> f = tryacquireasync(permits, -1, null).thenapply(res -> null);
        return new completablefuturewrapper<>(f);
    }

    @override
    public boolean tryacquire(long timeout, timeunit unit) {
        return get(tryacquireasync(timeout, unit));
    }

    @override
    public rfuture<boolean> tryacquireasync(long timeout, timeunit unit) {
        return tryacquireasync(1, timeout, unit);
    }
    
    @override
    public boolean tryacquire(long permits, long timeout, timeunit unit) {
        return get(tryacquireasync(permits, timeout, unit));
    }
}

redissonratelimiter继承了redissonexpirable,实现了rratelimiter接口

trysetrate

    public boolean trysetrate(ratetype type, long rate, long rateinterval, rateintervalunit unit) {
        return get(trysetrateasync(type, rate, rateinterval, unit));
    }

    public rfuture<boolean> trysetrateasync(ratetype type, long rate, long rateinterval, rateintervalunit unit) {
        return commandexecutor.evalwritenoretryasync(getrawname(), longcodec.instance, rediscommands.eval_boolean,
                "redis.call('hsetnx', keys[1], 'rate', argv[1]);"
              + "redis.call('hsetnx', keys[1], 'interval', argv[2]);"
              + "return redis.call('hsetnx', keys[1], 'type', argv[3]);",
                collections.singletonlist(getrawname()), rate, unit.tomillis(rateinterval), type.ordinal());
    }  

trysetrate委托给了trysetrateasync,这里主要是使用hsetnx来设置rate、interval、type三个值

setrate

    public void setrate(ratetype type, long rate, long rateinterval, rateintervalunit unit) {
        get(setrateasync(type, rate, rateinterval, unit));
    }

    public rfuture<void> setrateasync(ratetype type, long rate, long rateinterval, rateintervalunit unit) {
        return commandexecutor.evalwriteasync(getrawname(), longcodec.instance, rediscommands.eval_boolean,
                "local valuename = keys[2];"
                    + "local permitsname = keys[4];"
                    + "if argv[3] == '1' then "
                    + "    valuename = keys[3];"
                    + "    permitsname = keys[5];"
                    + "end "
                    +"redis.call('hset', keys[1], 'rate', argv[1]);"
                        + "redis.call('hset', keys[1], 'interval', argv[2]);"
                        + "redis.call('hset', keys[1], 'type', argv[3]);"
                        + "redis.call('del', valuename, permitsname);",
                arrays.aslist(getrawname(), getvaluename(), getclientvaluename(), getpermitsname(), getclientpermitsname()), rate, unit.tomillis(rateinterval), type.ordinal());
    }  

setrate委托给了setrateasync,这里使用hset来写入rate、interval、type三个值,如果存在则覆盖;另外这里删除了valuename、permitsname这两个key

tryacquire

    public boolean tryacquire(long permits) {
        return get(tryacquireasync(rediscommands.eval_null_boolean, permits));
    }

    private <t> rfuture<t> tryacquireasync(rediscommand<t> command, long value) {
        byte[] random = getservicemanager().generateidarray();

        return commandexecutor.evalwriteasync(getrawname(), longcodec.instance, command,
                "local rate = redis.call('hget', keys[1], 'rate');"
              + "local interval = redis.call('hget', keys[1], 'interval');"
              + "local type = redis.call('hget', keys[1], 'type');"
              + "assert(rate ~= false and interval ~= false and type ~= false, 'ratelimiter is not initialized')"
              
              + "local valuename = keys[2];"
              + "local permitsname = keys[4];"
              + "if type == '1' then "
                  + "valuename = keys[3];"
                  + "permitsname = keys[5];"
              + "end;"

              + "assert(tonumber(rate) >= tonumber(argv[1]), 'requested permits amount could not exceed defined rate'); "

              + "local currentvalue = redis.call('get', valuename); "
              + "local res;"
              + "if currentvalue ~= false then "
                     + "local expiredvalues = redis.call('zrangebyscore', permitsname, 0, tonumber(argv[2]) - interval); "
                     + "local released = 0; "
                     + "for i, v in ipairs(expiredvalues) do "
                          + "local random, permits = struct.unpack('bc0i', v);"
                          + "released = released + permits;"
                     + "end; "

                     + "if released > 0 then "
                          + "redis.call('zremrangebyscore', permitsname, 0, tonumber(argv[2]) - interval); "
                          + "if tonumber(currentvalue) + released > tonumber(rate) then "
                               + "currentvalue = tonumber(rate) - redis.call('zcard', permitsname); "
                          + "else "
                               + "currentvalue = tonumber(currentvalue) + released; "
                          + "end; "
                          + "redis.call('set', valuename, currentvalue);"
                     + "end;"

                     + "if tonumber(currentvalue) < tonumber(argv[1]) then "
                         + "local firstvalue = redis.call('zrange', permitsname, 0, 0, 'withscores'); "
                         + "res = 3 + interval - (tonumber(argv[2]) - tonumber(firstvalue[2]));"
                     + "else "
                         + "redis.call('zadd', permitsname, argv[2], struct.pack('bc0i', string.len(argv[3]), argv[3], argv[1])); "
                         + "redis.call('decrby', valuename, argv[1]); "
                         + "res = nil; "
                     + "end; "
              + "else "
                     + "redis.call('set', valuename, rate); "
                     + "redis.call('zadd', permitsname, argv[2], struct.pack('bc0i', string.len(argv[3]), argv[3], argv[1])); "
                     + "redis.call('decrby', valuename, argv[1]); "
                     + "res = nil; "
              + "end;"

              + "local ttl = redis.call('pttl', keys[1]); "
              + "if ttl > 0 then "
                  + "redis.call('pexpire', valuename, ttl); "
                  + "redis.call('pexpire', permitsname, ttl); "
              + "end; "
              + "return res;",
                arrays.aslist(getrawname(), getvaluename(), getclientvaluename(), getpermitsname(), getclientpermitsname()),
                value, system.currenttimemillis(), random);
    }    

tryacquire委托给了tryacquireasync,它通过一个lua脚本来执行,首先通过hget获取rate、interval、type的值,然后根据type来确定valuename、permitsname,如果type为0则valuename是getvaluename(),permitsname是getpermitsname(),如果type=1则valuename是getclientvaluename(),permitsname是getclientpermitsname();之后获取valuename的值,若为false则直接用设置rate、permits,并递减valuename;若为true则获取expiredvalues计算released值,再计算出currentvalue,若不够扣则计算返回值,若够扣则通过zadd添加当前permit(system.currenttimemillis()),然后递减valuename

acquire

    public void acquire() {
        get(acquireasync());
    }

    public rfuture<void> acquireasync() {
        return acquireasync(1);
    }

    public rfuture<void> acquireasync(long permits) {
        completionstage<void> f = tryacquireasync(permits, -1, null).thenapply(res -> null);
        return new completablefuturewrapper<>(f);
    }

    public rfuture<boolean> tryacquireasync(long permits, long timeout, timeunit unit) {
        long timeoutinmillis = -1;
        if (timeout >= 0) {
            timeoutinmillis = unit.tomillis(timeout);
        }
        completablefuture<boolean> f = tryacquireasync(permits, timeoutinmillis);
        return new completablefuturewrapper<>(f);
    }

    private completablefuture<boolean> tryacquireasync(long permits, long timeoutinmillis) {
        long s = system.currenttimemillis();
        rfuture<long> future = tryacquireasync(rediscommands.eval_long, permits);
        return future.thencompose(delay -> {
            if (delay == null) {
                return completablefuture.completedfuture(true);
            }
            
            if (timeoutinmillis == -1) {
                completablefuture<boolean> f = new completablefuture<>();
                getservicemanager().getgroup().schedule(() -> {
                    completablefuture<boolean> r = tryacquireasync(permits, timeoutinmillis);
                    commandexecutor.transfer(r, f);
                }, delay, timeunit.milliseconds);
                return f;
            }
            
            long el = system.currenttimemillis() - s;
            long remains = timeoutinmillis - el;
            if (remains <= 0) {
                return completablefuture.completedfuture(false);
            }

            completablefuture<boolean> f = new completablefuture<>();
            if (remains < delay) {
                getservicemanager().getgroup().schedule(() -> {
                    f.complete(false);
                }, remains, timeunit.milliseconds);
            } else {
                long start = system.currenttimemillis();
                getservicemanager().getgroup().schedule(() -> {
                    long elapsed = system.currenttimemillis() - start;
                    if (remains <= elapsed) {
                        f.complete(false);
                        return;
                    }

                    completablefuture<boolean> r = tryacquireasync(permits, remains - elapsed);
                    commandexecutor.transfer(r, f);
                }, delay, timeunit.milliseconds);
            }
            return f;
        }).tocompletablefuture();
    }                

acquire也是复用了tryacquireasync方法,只获取不到时会根据返回的delay进行重新调度,若timeoutinmillis不为-1则会根据超时时间进行计算和重新调度

availablepermits

	public long availablepermits() {
        return get(availablepermitsasync());
    }

    public rfuture<long> availablepermitsasync() {
        return commandexecutor.evalwriteasync(getrawname(), longcodec.instance, rediscommands.eval_long,
                "local rate = redis.call('hget', keys[1], 'rate');"
              + "local interval = redis.call('hget', keys[1], 'interval');"
              + "local type = redis.call('hget', keys[1], 'type');"
              + "assert(rate ~= false and interval ~= false and type ~= false, 'ratelimiter is not initialized')"

              + "local valuename = keys[2];"
              + "local permitsname = keys[4];"
              + "if type == '1' then "
                  + "valuename = keys[3];"
                  + "permitsname = keys[5];"
              + "end;"

              + "local currentvalue = redis.call('get', valuename); "
              + "if currentvalue == false then "
                     + "redis.call('set', valuename, rate); "
                     + "return rate; "
              + "else "
                     + "local expiredvalues = redis.call('zrangebyscore', permitsname, 0, tonumber(argv[1]) - interval); "
                     + "local released = 0; "
                     + "for i, v in ipairs(expiredvalues) do "
                          + "local random, permits = struct.unpack('bc0i', v);"
                          + "released = released + permits;"
                     + "end; "

                     + "if released > 0 then "
                          + "redis.call('zremrangebyscore', permitsname, 0, tonumber(argv[1]) - interval); "
                          + "currentvalue = tonumber(currentvalue) + released; "
                          + "redis.call('set', valuename, currentvalue);"
                     + "end;"

                     + "return currentvalue; "
              + "end;",
                arrays.aslist(getrawname(), getvaluename(), getclientvaluename(), getpermitsname(), getclientpermitsname()),
                system.currenttimemillis());
    }

availablepermits委托给了availablepermitsasync,它执行lua脚本,先通过hget获取rate、interval、type的值,然后根据type来确定valuename、permitsname,如果type为0则valuename是getvaluename(),permitsname是getpermitsname(),如果type=1则valuename是getclientvaluename(),permitsname是getclientpermitsname();之后获取valuename对应的值currentvalue,若值为false则重新设置rate,否则通过expiredvalues重新计算released,若released大于0则更新到currentvalue,最后返回currentvalue

小结

redisson的rratelimiter提供了trysetrate、setrate、tryacquire、acquire、getconfig、availablepermits方法

  • 其ratetype有overall(值为0)、per_client(值为1)两个类型,如果type为0则valuename是getvaluename(),permitsname是getpermitsname(),如果type=1则valuename是getclientvaluename(),permitsname是getclientpermitsname()
  • 它主要定义了几个key,一个是getrawname,类型为hash,其key有rate、interval、type;一个是key为valuename,存储了当前的permits;一个是key为permitsname,类型是sorted set,其score为system.currenttimemillis(),value通过struct.pack了随机数长度、随机数、此次permit的value
  • trysetrate委托给了trysetrateasync,这里主要是使用hsetnx来设置rate、interval、type三个值;setrate委托给了setrateasync,这里使用hset来写入rate、interval、type三个值,如果存在则覆盖;另外这里删除了valuename、permitsname这两个key
  • tryacquire委托给了tryacquireasync,它通过一个lua脚本来执行,首先通过hget获取rate、interval、type的值,之后获取valuename的值,若为false则直接用设置rate、permits,并递减valuename;若为true则获取expiredvalues计算released值,再计算出currentvalue,若不够扣则计算返回值(告诉调用方可以延时多长时间再重试),若够扣则通过zadd添加当前permit(system.currenttimemillis()),然后递减valuename
  • acquire是也是复用了tryacquireasync方法,只获取不到时会根据返回的delay进行重新调度,若timeoutinmillis不为-1则会根据超时时间进行计算和重新调度

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