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Last active July 19, 2023 06:47
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Counter based rate limiter class for Java.
package coil.geek;
import java.util.concurrent.atomic.AtomicLong;
/**
* A token-based rate limiter, inspired by https://stackoverflow.com/a/55349487/53538
*
* The original implementation boasts an O(1) time complexity as well as O(1) space complexity, but controls
* concurrency using synchronization. This implementation uses atomic operations to offer lock-less concurrency
* and reentrancy.
*
* This implementation also attempts to improve on the original in the following aspects:
* 1. Allow lock-less concurrent access - the call to test the rate will never block on concurrent access.
* 2. Somewhat faster by doing less calculations for each call.
* 3. Allow differential costs - different calls can cost a different amount of tokens.
* 4. In addition to the the yes/no API (implemented by {@link #allowRequest()}, there's
* an API for implementations that can delay the request internally to facilitate the rate limit,
* so this API can tell the implementation how long to wait, and either check again after that
* or to just pre-consume the rate token.
* 5. For use cases that throttle performance by delaying responses, this implementation offers a
* usecase where the caller makes a single call into {@link #whenNextAllowed(int, boolean)}, gets a
* delay value and commits to performing the request - by specifying {@code true} in the second
* parameter, the token pool can be put into a deficit that will simply cause a request rate higher
* than the pool fill rate to produce larger and larger delay values.
* 6. Allow a fill rate that is different than the limit using the {@link #RateLimiter(int, int, long)}
* constructor where the first argument is the limit and you can specify a fill rate using the second
* and third argument as with the shorter constructor.
*
* The other main difference between this and the original is that in order to use CAS to implement
* lock-less concurrency, this implementation dropped the arbitrary precision and instead uses cardinal
* nanoseconds to measure passage of time. The interval is still specified as milliseconds - which means
* that the amount of available tokens is measured in 0.000001 (millionth) tokens (affectionately
* nicknamed tockins here) which allows us a 6 digits of precision - which we believe should be enough
* for most uses.
*
* For example, to create a limiter that will allow a concurrent rate of 10 calls per second with a 50
* call burst, use: {@code new RateLimiter(50, 50, 10, 1000)}
*
* License: CC BY-SA 4.0.
* @author Oded Arbel <[email protected]>, https://stackoverflow.com/users/8781330/tonywl
*/
public class RateLimiter {
private final static long TOKEN_SIZE = 1_000_000 /* tockins per token */;
private final double tokenRate; // measured in tokens per ms
private final double tockinRate; // measured in tockins per ms
private final long tockinsLimit;
private AtomicLong available;
private AtomicLong lastTimeStamp;
/**
* Create a new rate limiter with the token fill rate specified as
* {@code limit}/{@code interval} and a maximum token pool size of {@code limit}
* @param limit The maximum number of tokens in the pool
* @param interval The time for the pool to be completely filled, in ms
*/
public RateLimiter(int limit, long interval) {
this(0, limit, limit, interval);
}
/**
* Create a new rate limiter with the token fill rate specified as
* {@code fill}/{@code interval} and a maximum token pool size of {@code limit}
* @param limit The maximum number of tokens in the pool (burst size)
* @param fill How many tokens will be filled in the pool by waiting {@code interval} time
* @param interval How long will it take to get {@code fill} tokens back in the pool in ms
*/
public RateLimiter(int limit, int fill, long interval) {
this(0, limit, fill, interval);
}
/**
* Create a new rate limiter with the token fill rate specified as
* {@code fill}/{@code interval} and a maximum token pool size of {@code limit}, starting
* with a {@code prefill} amount of tokens ready to be used.
* @param prefill instead of starting with an empty pool, assume we "start from rest" and
* have tokens to consume. This value is clamped to {@code limit}.
* @param limit The maximum number of tokens in the pool (burst size)
* @param fill How many tokens will be filled in the pool by waiting {@code interval} time
* @param interval How long will it take to get {@code fill} tokens back in the pool in ms
*/
public RateLimiter(int prefill, int limit, int fill, long interval) {
this.tokenRate = (double)fill / interval;
this.tockinsLimit = TOKEN_SIZE * limit;
this.tockinRate = tokenRate * TOKEN_SIZE;
this.lastTimeStamp = new AtomicLong(System.nanoTime());
this.available = new AtomicLong(Math.max(prefill, limit) * TOKEN_SIZE);
}
/**
* Check if a request is allowed through the rate limiter.
* If this call has returned {@code true} then a rate token was consumed, otherwise
* the request should be blocked.
* @return whether to allow the request
*/
public boolean allowRequest() {
return whenNextAllowed(1, false) == 0;
}
/**
* Check if a request is allowed through the rate limiter, that has a token cost higher than 1.
* If this call has returned {@code true} then a rate token was consumed, otherwise
* the request should be blocked.
* @param cost how many tokens to consume from the pool, if the request is allowed
* @return whether to allow the request
*/
public boolean allowRequest(int cost) {
return whenNextAllowed(cost, false) == 0;
}
/**
* Check when will the next call be allowed, according to the specified rate.
* The value returned is in milliseconds. If the result is 0 - or if {@code alwaysConsume} was
* specified then the RateLimiter has recorded that the call has been allowed.
* @param alwaysConsume if set to {@code true} this method assumes that the caller will delay
* the action that is rate limited but will perform it without checking again - so it will
* consume the specified number of tokens as if the action has gone through. This means that
* the pool can get into a deficit, which will further delay additional actions.
* @return how many milliseconds before this request should be let through.
*/
public long whenNextAllowed(boolean alwaysConsume) {
return whenNextAllowed(1, alwaysConsume);
}
/**
* Check when will the next call be allowed, according to the specified rate.
* The value returned is in milliseconds. If the result is 0 - or if {@code alwaysConsume} was
* specified then the RateLimiter has recorded that the call has been allowed.
* @param cost How costly is the requested action. The base rate is 1 token per request,
* but the client can declare a more costly action that consumes more tokens.
* @param alwaysConsume if set to {@code true} this method assumes that the caller will delay
* the action that is rate limited but will perform it without checking again - so it will
* consume the specified number of tokens as if the action has gone through. This means that
* the pool can get into a deficit, which will further delay additional actions.
* @return how many milliseconds before this request should be let through.
*/
public long whenNextAllowed(int cost, boolean alwaysConsume) {
var now = System.nanoTime();
var last = lastTimeStamp.getAndSet(now);
// calculate how many tockins we got since last call
// if the previous call was less than a microsecond ago, we still accumulate at least
// one tockin, which is probably more than we should, but this is too small to matter - right?
var add = (long)Math.ceil(tokenRate * (now - last));
var nowAvailable = available.addAndGet(add);
while (nowAvailable > tockinsLimit) {
available.compareAndSet(nowAvailable, tockinsLimit);
nowAvailable = available.get();
}
// answer the question
var toWait = (long)Math.ceil(Math.max(0, (TOKEN_SIZE - nowAvailable) / tockinRate));
if (alwaysConsume || toWait == 0) // the caller will let the request go through, so consume a token now
available.addAndGet(-TOKEN_SIZE);
return toWait;
}
}
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