"use strict"; Object.defineProperty(exports, "__esModule", { value: true }); var _createClass = function () { function defineProperties(target, props) { for (var i = 0; i < props.length; i++) { var descriptor = props[i]; descriptor.enumerable = descriptor.enumerable || false; descriptor.configurable = true; if ("value" in descriptor) descriptor.writable = true; Object.defineProperty(target, descriptor.key, descriptor); } } return function (Constructor, protoProps, staticProps) { if (protoProps) defineProperties(Constructor.prototype, protoProps); if (staticProps) defineProperties(Constructor, staticProps); return Constructor; }; }(); function _classCallCheck(instance, Constructor) { if (!(instance instanceof Constructor)) { throw new TypeError("Cannot call a class as a function"); } } /* * compute an Exponential Weighted moving average * - https://en.wikipedia.org/wiki/Moving_average#Exponential_moving_average * - heavily inspired from shaka-player */ var EWMA = function () { // About half of the estimated value will be from the last |halfLife| samples by weight. function EWMA(halfLife) { _classCallCheck(this, EWMA); // Larger values of alpha expire historical data more slowly. this.alpha_ = halfLife ? Math.exp(Math.log(0.5) / halfLife) : 0; this.estimate_ = 0; this.totalWeight_ = 0; } _createClass(EWMA, [{ key: "sample", value: function sample(weight, value) { var adjAlpha = Math.pow(this.alpha_, weight); this.estimate_ = value * (1 - adjAlpha) + adjAlpha * this.estimate_; this.totalWeight_ += weight; } }, { key: "getTotalWeight", value: function getTotalWeight() { return this.totalWeight_; } }, { key: "getEstimate", value: function getEstimate() { if (this.alpha_) { var zeroFactor = 1 - Math.pow(this.alpha_, this.totalWeight_); return this.estimate_ / zeroFactor; } else { return this.estimate_; } } }]); return EWMA; }(); exports.default = EWMA;