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simple, thread unsafe rate-limiter, and simple token bucket rate-limiter
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import java.time.Clock | |
import scala.annotation.tailrec | |
import scala.collection.mutable | |
case class Issue(tokens: Long, timestampMillis: Long) | |
class NaiveRateLimiter private (capacity: Long, periodMs: Long, clock: Clock) { | |
private var availableCapacity = capacity | |
private val issuedTokens = mutable.MutableList[Issue]() | |
def tryConsume(tokens: Long): Boolean = this.synchronized { | |
val nowMs = clock.millis() | |
removeObsolete(nowMs) | |
if (availableCapacity < tokens) false | |
else { | |
issuedTokens += Issue(tokens, nowMs) | |
availableCapacity -= tokens | |
true | |
} | |
} | |
private def removeObsolete(now: Long): Unit = { | |
@tailrec | |
def removeRec(allTokens: mutable.MutableList[Issue]): Unit = { | |
allTokens match { | |
case h +: rest if now - h.timestampMillis > periodMs => | |
availableCapacity += h.tokens | |
removeRec(rest) | |
case _ => () | |
} | |
} | |
removeRec(issuedTokens) | |
} | |
} | |
object NaiveRateLimiter { | |
val clock = Clock.systemDefaultZone() | |
val naiveRateLimiter = new NaiveRateLimiter(100, 1000, clock) | |
naiveRateLimiter.tryConsume(10) | |
} |
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import java.util.concurrent.atomic.AtomicInteger | |
import scala.concurrent.ExecutionContext.Implicits.global | |
import scala.concurrent.Future | |
import scala.concurrent.duration._ | |
// not thread-safe | |
class SimpleRateLimiter(capacity: Int, period: FiniteDuration) { | |
private var idx = 0 | |
private val requests = | |
Array.fill(capacity)(Deadline.now - period) // array of capacity elements | |
private def lastTime = requests(idx) | |
private def update(deadline: Deadline): Unit = { | |
requests(idx) = deadline | |
idx += 1 | |
if (idx == capacity) idx = 0 | |
} | |
def invoke[A](f: => Future[A]): Future[A] = { | |
val now = Deadline.now | |
if (now - lastTime < period) Future.failed(new Exception("429")) | |
else { | |
update(now) | |
f | |
} | |
} | |
} | |
object RL { | |
def main(argv: Array[String]): Unit = { | |
val rt = new SimpleRateLimiter(10, 1.second) | |
val start = System.currentTimeMillis() | |
val updates = new AtomicInteger(0) | |
while (System.currentTimeMillis() - start < 2000) { | |
rt.invoke(Future { | |
updates.getAndAdd(1) | |
}) | |
} | |
println(s"updates $updates in 2 seconds") | |
} | |
} |
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