|
| 1 | +import Denque from "denque"; |
| 2 | +import {devLog} from "./env-util"; |
| 3 | + |
| 4 | +class TimedItem<T> { |
| 5 | + timestamp: number; |
| 6 | + item: T; |
| 7 | +} |
| 8 | + |
| 9 | + |
| 10 | +/** |
| 11 | + * Rate limiter for burst requests. |
| 12 | + * We may face the problem of too many requests in a short time, in which case we can lower the allowReqRateThres. |
| 13 | + * If req freq > allowReqRateThres, we do not respond it at all. |
| 14 | + * Instead, when a new request comes, we update the allowReqRateThres. |
| 15 | + */ |
| 16 | +export class RateLimiter { |
| 17 | + requestedQueue: Denque<TimedItem<any>> |
| 18 | + respondedQueue: Denque<TimedItem<any>> |
| 19 | + |
| 20 | + maxRate = 3; // 3 times/s |
| 21 | + minRate: number = 1 / 3; //1 time/3s |
| 22 | + window = 1; // in seconds |
| 23 | + // if req freq is too much we do not send response. So we respond only when reqFreq <= allowReqRateThres. |
| 24 | + allowReqRateThres: number |
| 25 | + |
| 26 | + // if req freq > adjustReqRateThres, lower the allowReqRateThres |
| 27 | + adjustReqRateThres = 3; |
| 28 | + |
| 29 | + constructor(maxRate: number, minRate: number, window: number) { |
| 30 | + this.maxRate = maxRate; |
| 31 | + this.minRate = minRate; |
| 32 | + this.allowReqRateThres = maxRate; |
| 33 | + this.window = window; |
| 34 | + this.requestedQueue = new Denque<TimedItem<any>>(); |
| 35 | + this.respondedQueue = new Denque<TimedItem<any>>(); |
| 36 | + } |
| 37 | + |
| 38 | + // returns: can this request be responded? |
| 39 | + public addRequest(item: any): boolean { |
| 40 | + const timedItem = new TimedItem<any>(); |
| 41 | + timedItem.item = item; |
| 42 | + timedItem.timestamp = Date.now(); |
| 43 | + this.requestedQueue.push(timedItem) |
| 44 | + devLog(`[Rate] ReqQueue push: `, item) |
| 45 | + const reqFreq = this.calcFreq(this.window, this.requestedQueue); |
| 46 | + // const respFreq = this.calcFreq(this.window, this.respondedQueue); |
| 47 | + const allow = reqFreq <= this.allowReqRateThres; |
| 48 | + this.cleanQueue(); |
| 49 | + if (allow) { |
| 50 | + this.respondedQueue.push(timedItem) |
| 51 | + } |
| 52 | + this.adjustThres(reqFreq) |
| 53 | + return allow; |
| 54 | + } |
| 55 | + |
| 56 | + private cleanQueue() { |
| 57 | + const now = Date.now(); |
| 58 | + // front is the oldest event |
| 59 | + //#ifdef DEVELOPMENT_BUILD |
| 60 | + const oldReqQueueSize = this.requestedQueue.length; |
| 61 | + const oldRespQueueSize = this.respondedQueue.length; |
| 62 | + //#endif |
| 63 | + while (this.requestedQueue.peekFront() && this.requestedQueue.peekFront()!.timestamp < now - this.window * 1000) { |
| 64 | + this.requestedQueue.shift(); |
| 65 | + } |
| 66 | + while (this.respondedQueue.peekFront() && this.respondedQueue.peekFront()!.timestamp < now - this.window * 1000) { |
| 67 | + this.respondedQueue.shift(); |
| 68 | + } |
| 69 | + //#ifdef DEVELOPMENT_BUILD |
| 70 | + console.log(`[Rate] reqQueue: ${this.requestedQueue.length}, respQueue: ${this.respondedQueue.length}, oldReqQueueSize: ${oldReqQueueSize}, oldRespQueueSize: ${oldRespQueueSize}`); |
| 71 | + //#endif |
| 72 | + } |
| 73 | + |
| 74 | + private calcFreq(window: number, q: Denque<TimedItem<any>>): number { |
| 75 | + // get the frequency within the window |
| 76 | + let freqCount = 0; |
| 77 | + const now = Date.now(); |
| 78 | + for (let i = 0; i < q.length; i++) { |
| 79 | + // eslint-disable-next-line @typescript-eslint/no-non-null-assertion |
| 80 | + const timedItem = q.peekAt(i)!; |
| 81 | + if (timedItem.timestamp > now - window * 1000) { |
| 82 | + freqCount++; |
| 83 | + } |
| 84 | + } |
| 85 | + |
| 86 | + const curRate = freqCount / window; |
| 87 | + return curRate; |
| 88 | + } |
| 89 | + |
| 90 | + private adjustThres(reqFreq: number) { |
| 91 | + // if too many requests, lower the allowReqRateThres |
| 92 | + const originResThres = this.allowReqRateThres; |
| 93 | + if (reqFreq > this.adjustReqRateThres) { |
| 94 | + this.allowReqRateThres = Math.max(this.allowReqRateThres / 2, this.minRate) |
| 95 | + } else { |
| 96 | + this.allowReqRateThres = Math.min(this.allowReqRateThres * 2, this.maxRate); |
| 97 | + } |
| 98 | + devLog(`[Rate] reqFreq: ${reqFreq}, respRateThres: ${originResThres} -> ${this.allowReqRateThres}`) |
| 99 | + } |
| 100 | +} |
0 commit comments