pm2/modules/pm2-io-bpm/utils/EWMA.js

Production process manager for Node.JS applications with a built-in load balancer.

'use strict'

const units = require('./units')

class ExponentiallyWeightedMovingAverage {
  constructor (timePeriod, tickInterval) {
    this.TICK_INTERVAL = 5 * units.SECONDS
    this._count = 0
    this._rate = 0

    this._timePeriod = timePeriod || 1 * units.MINUTES
    this._tickInterval = tickInterval || this.TICK_INTERVAL
    this._alpha = 1 - Math.exp(-this._tickInterval / this._timePeriod)
  }

  update (n) {
    this._count += n
  }

  tick () {
    const instantRate = this._count / this._tickInterval
    this._count = 0

    this._rate += (this._alpha * (instantRate - this._rate))
  }

  rate (timeUnit) {
    return (this._rate || 0) * timeUnit
  }
}

module.exports = ExponentiallyWeightedMovingAverage