Created
December 1, 2020 03:05
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A naive functional rate limiter that prevents queue starvation
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interface QueuedTask<T> { | |
task: () => T; | |
promise: { | |
resolve: (res: any) => void; | |
reject: (err: any) => void; | |
}; | |
} | |
interface RateLimitedTask<T> { | |
task: () => T; | |
/** | |
* Default: false. Set true to allow this to be bumped by other operations. | |
* Use this, for example, for non-UI background async tasks. | |
*/ | |
preemptible?: boolean; | |
} | |
/** | |
* Rate limit operations, for example: to avoid saturating an API with calls | |
*/ | |
export class RateLimiter { | |
private debounceMs: number; | |
private priorityQueue: QueuedTask<any>[] = []; | |
private preemptibleQueue: QueuedTask<any>[] = []; | |
private rateLimiting?: NodeJS.Timeout; | |
private ratio: number; | |
private counter: number; | |
/** | |
* | |
* @param rateLimitToMs minimum number of milliseconds between operations | |
* @param ratio a ratio of priority tasks to preemptible tasks, to prevent starvation. Default: 3 | |
*/ | |
constructor(rateLimitToMs: number, ratio: number = 3) { | |
this.debounceMs = rateLimitToMs; | |
this.ratio = ratio; | |
this.counter = 1; | |
} | |
/** | |
* | |
* @param req {RateLimitedTask} | |
*/ | |
runRateLimited<T>(req: RateLimitedTask<T>): Promise<T> { | |
const result = new Promise<T>((resolve, reject) => { | |
const queue = req.preemptible | |
? this.preemptibleQueue | |
: this.priorityQueue; | |
queue.push({ | |
task: req.task, | |
promise: { resolve, reject }, | |
}); | |
}); | |
this.scheduleNextTask(); | |
return result; | |
} | |
private scheduleNextTask() { | |
if (!this.rateLimiting) { | |
this.runImmediately(); | |
} | |
} | |
private runImmediately() { | |
const drainPreemptibleQueue = this.counter === 0; | |
const toRun = drainPreemptibleQueue | |
? this.preemptibleQueue.pop() || this.priorityQueue.pop() | |
: this.priorityQueue.pop() || this.preemptibleQueue.pop(); | |
if (!toRun) { | |
this.counter = 1; | |
return; | |
} | |
const hasFurtherQueuedTasks = | |
!!this.priorityQueue.length || !!this.preemptibleQueue.length; | |
if (hasFurtherQueuedTasks) { | |
this.rateLimiting = setTimeout(() => { | |
this.rateLimiting = undefined; | |
this.runImmediately(); | |
}, this.debounceMs); | |
} | |
const promise = toRun.promise; | |
this.counter = (this.counter + 1) % (this.ratio + 1); | |
toRun.task().then(promise.resolve).catch(promise.reject); | |
} | |
} |
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