实现时需要注意,用于计数的变量,自增操作应该为原子操作。
import java.util.concurrent.atomic.AtomicLong;
public class RateLimiter {
private final static AtomicLong ZERO = new AtomicLong(0);
private AtomicLong counter = ZERO;
private static long timestamp = System.currentTimeMillis();
private long permitsPerSecond;
public RateLimiter(long permitsPerSecond) {
this.permitsPerSecond = permitsPerSecond;
}
public boolean tryAcquire() {
long now = System.currentTimeMillis();
if (now - timestamp < 1000) {
if (counter.get() < permitsPerSecond) {
counter.incrementAndGet();
return true;
} else {
return false;
}
} else {
counter = ZERO;
timestamp = now;
return false;
}
}
}
用计数器来做限流,实现简单,并且很容易的扩展到分布式场景中,用redis保存计数值,并设置自动过期时间。缺点就是,在计数器置0前后的极短时间里,可能会有 2*permitsPerSecond 的突发流量。