src/pools/selection-strategies/weighted-round-robin-worker-choice-strategy.ts

   1 import { cpus } from 'os'
   2 import type { AbstractPoolWorker } from '../abstract-pool-worker'
   3 import type { IPoolInternal } from '../pool-internal'
   4 import { AbstractWorkerChoiceStrategy } from './abstract-worker-choice-strategy'
   5 import type { RequiredStatistics } from './selection-strategies-types'
   6
   7 /**
   8  * Virtual task runtime.
   9  */
  10 type TaskRunTime = {
  11   weight: number
  12   runTime: number
  13 }
  14
  15 /**
  16  * Selects the next worker with a weighted round robin scheduling algorithm.
  17  * Loosely modeled after the weighted round robin queueing algorithm: https://en.wikipedia.org/wiki/Weighted_round_robin.
  18  *
  19  * @template Worker Type of worker which manages the strategy.
  20  * @template Data Type of data sent to the worker. This can only be serializable data.
  21  * @template Response Type of response of execution. This can only be serializable data.
  22  */
  23 export class WeightedRoundRobinWorkerChoiceStrategy<
  24   Worker extends AbstractPoolWorker,
  25   Data,
  26   Response
  27 > extends AbstractWorkerChoiceStrategy<Worker, Data, Response> {
  28   /** @inheritDoc */
  29   public requiredStatistics: RequiredStatistics = {
  30     runTime: true
  31   }
  32
  33   /**
  34    * Worker index where the previous task was submitted.
  35    */
  36   private previousWorkerIndex: number = 0
  37   /**
  38    * Worker index where the current task will be submitted.
  39    */
  40   private currentWorkerIndex: number = 0
  41   /**
  42    * Default worker weight.
  43    */
  44   private defaultWorkerWeight: number
  45   /**
  46    * Per worker virtual task runtime map.
  47    */
  48   private workersTaskRunTime: Map<Worker, TaskRunTime> = new Map<
  49     Worker,
  50     TaskRunTime
  51   >()
  52
  53   /**
  54    * Constructs a worker choice strategy that selects with a weighted round robin scheduling algorithm.
  55    *
  56    * @param pool The pool instance.
  57    */
  58   public constructor (pool: IPoolInternal<Worker, Data, Response>) {
  59     super(pool)
  60     this.defaultWorkerWeight = this.computeWorkerWeight()
  61     this.initWorkersTaskRunTime()
  62   }
  63
  64   /** @inheritDoc */
  65   public choose (): Worker {
  66     const currentWorker = this.pool.workers[this.currentWorkerIndex]
  67     if (
  68       this.isDynamicPool === true &&
  69       this.workersTaskRunTime.has(currentWorker) === false
  70     ) {
  71       this.initWorkerTaskRunTime(currentWorker)
  72     }
  73     const workerVirtualTaskRunTime =
  74       this.getWorkerVirtualTaskRunTime(currentWorker) ?? 0
  75     const workerTaskWeight =
  76       this.workersTaskRunTime.get(currentWorker)?.weight ??
  77       this.defaultWorkerWeight
  78     if (this.currentWorkerIndex === this.previousWorkerIndex) {
  79       const workerTaskRunTime =
  80         (this.workersTaskRunTime.get(currentWorker)?.runTime ?? 0) +
  81         workerVirtualTaskRunTime
  82       this.setWorkerTaskRunTime(
  83         currentWorker,
  84         workerTaskWeight,
  85         workerTaskRunTime
  86       )
  87     } else {
  88       this.setWorkerTaskRunTime(currentWorker, workerTaskWeight, 0)
  89     }
  90     if (
  91       workerVirtualTaskRunTime <
  92       (this.workersTaskRunTime.get(currentWorker)?.weight ??
  93         this.defaultWorkerWeight)
  94     ) {
  95       this.previousWorkerIndex = this.currentWorkerIndex
  96     } else {
  97       this.previousWorkerIndex = this.currentWorkerIndex
  98       this.currentWorkerIndex =
  99         this.pool.workers.length - 1 === this.currentWorkerIndex
 100           ? 0
 101           : this.currentWorkerIndex + 1
 102     }
 103     return this.pool.workers[this.currentWorkerIndex]
 104   }
 105
 106   private initWorkersTaskRunTime (): void {
 107     for (const worker of this.pool.workers) {
 108       this.initWorkerTaskRunTime(worker)
 109     }
 110   }
 111
 112   private initWorkerTaskRunTime (worker: Worker): void {
 113     this.setWorkerTaskRunTime(worker, this.defaultWorkerWeight, 0)
 114   }
 115
 116   private setWorkerTaskRunTime (
 117     worker: Worker,
 118     weight: number,
 119     runTime: number
 120   ): void {
 121     this.workersTaskRunTime.set(worker, {
 122       weight,
 123       runTime
 124     })
 125   }
 126
 127   private getWorkerVirtualTaskRunTime (worker: Worker): number | undefined {
 128     return this.pool.getWorkerAverageTasksRunTime(worker)
 129   }
 130
 131   private computeWorkerWeight (): number {
 132     let cpusCycleTimeWeight = 0
 133     for (const cpu of cpus()) {
 134       // CPU estimated cycle time
 135       const numberOfDigit = cpu.speed.toString().length - 1
 136       const cpuCycleTime = 1 / (cpu.speed / Math.pow(10, numberOfDigit))
 137       cpusCycleTimeWeight += cpuCycleTime * Math.pow(10, numberOfDigit)
 138     }
 139     return cpusCycleTimeWeight / cpus().length
 140   }
 141 }