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- "use strict";
- Object.defineProperty(exports, "__esModule", { value: true });
- const BinaryHeap_1 = require("./BinaryHeap");
- const units_1 = require("./units");
- class ExponentiallyDecayingSample {
- constructor(options) {
- this.RESCALE_INTERVAL = 1 * units_1.default.HOURS;
- this.ALPHA = 0.015;
- this.SIZE = 1028;
- options = options || {};
- this._elements = new BinaryHeap_1.default({
- score: function (element) {
- return -element.priority;
- }
- });
- this._rescaleInterval = options.rescaleInterval || this.RESCALE_INTERVAL;
- this._alpha = options.alpha || this.ALPHA;
- this._size = options.size || this.SIZE;
- this._random = options.random || this._random;
- this._landmark = null;
- this._nextRescale = null;
- this._mean = null;
- }
- update(value, timestamp) {
- const now = Date.now();
- if (!this._landmark) {
- this._landmark = now;
- this._nextRescale = this._landmark + this._rescaleInterval;
- }
- timestamp = timestamp || now;
- const newSize = this._elements.size() + 1;
- const element = {
- priority: this._priority(timestamp - this._landmark),
- value: value
- };
- if (newSize <= this._size) {
- this._elements.add(element);
- }
- else if (element.priority > this._elements.first().priority) {
- this._elements.removeFirst();
- this._elements.add(element);
- }
- if (now >= this._nextRescale)
- this._rescale(now);
- }
- toSortedArray() {
- return this._elements
- .toSortedArray()
- .map(function (element) {
- return element.value;
- });
- }
- toArray() {
- return this._elements
- .toArray()
- .map(function (element) {
- return element.value;
- });
- }
- _weight(age) {
- return Math.exp(this._alpha * (age / 1000));
- }
- _priority(age) {
- return this._weight(age) / this._random();
- }
- _random() {
- return Math.random();
- }
- _rescale(now) {
- now = now || Date.now();
- const self = this;
- const oldLandmark = this._landmark;
- this._landmark = now || Date.now();
- this._nextRescale = now + this._rescaleInterval;
- const factor = self._priority(-(self._landmark - oldLandmark));
- this._elements
- .toArray()
- .forEach(function (element) {
- element.priority *= factor;
- });
- }
- avg(now) {
- let sum = 0;
- this._elements
- .toArray()
- .forEach(function (element) {
- sum += element.value;
- });
- return (sum / this._elements.size());
- }
- }
- exports.default = ExponentiallyDecayingSample;
- //# sourceMappingURL=data:application/json;base64,eyJ2ZXJzaW9uIjozLCJmaWxlIjoiRURTLmpzIiwic291cmNlUm9vdCI6IiIsInNvdXJjZXMiOlsiLi4vLi4vLi4vc3JjL3V0aWxzL0VEUy50cyJdLCJuYW1lcyI6W10sIm1hcHBpbmdzIjoiOztBQUFBLDZDQUFxQztBQUNyQyxtQ0FBMkI7QUFFM0IsTUFBcUIsMkJBQTJCO0lBYTlDLFlBQWEsT0FBUTtRQVpiLHFCQUFnQixHQUFHLENBQUMsR0FBRyxlQUFLLENBQUMsS0FBSyxDQUFBO1FBQ2xDLFVBQUssR0FBRyxLQUFLLENBQUE7UUFDYixTQUFJLEdBQUcsSUFBSSxDQUFBO1FBV2pCLE9BQU8sR0FBRyxPQUFPLElBQUksRUFBRSxDQUFBO1FBRXZCLElBQUksQ0FBQyxTQUFTLEdBQUcsSUFBSSxvQkFBVSxDQUFDO1lBQzlCLEtBQUssRUFBRSxVQUFVLE9BQU87Z0JBQ3RCLE9BQU8sQ0FBQyxPQUFPLENBQUMsUUFBUSxDQUFBO1lBQzFCLENBQUM7U0FDRixDQUFDLENBQUE7UUFFRixJQUFJLENBQUMsZ0JBQWdCLEdBQUcsT0FBTyxDQUFDLGVBQWUsSUFBSSxJQUFJLENBQUMsZ0JBQWdCLENBQUE7UUFDeEUsSUFBSSxDQUFDLE1BQU0sR0FBRyxPQUFPLENBQUMsS0FBSyxJQUFJLElBQUksQ0FBQyxLQUFLLENBQUE7UUFDekMsSUFBSSxDQUFDLEtBQUssR0FBRyxPQUFPLENBQUMsSUFBSSxJQUFJLElBQUksQ0FBQyxJQUFJLENBQUE7UUFDdEMsSUFBSSxDQUFDLE9BQU8sR0FBRyxPQUFPLENBQUMsTUFBTSxJQUFJLElBQUksQ0FBQyxPQUFPLENBQUE7UUFDN0MsSUFBSSxDQUFDLFNBQVMsR0FBRyxJQUFJLENBQUE7UUFDckIsSUFBSSxDQUFDLFlBQVksR0FBRyxJQUFJLENBQUE7UUFDeEIsSUFBSSxDQUFDLEtBQUssR0FBRyxJQUFJLENBQUE7SUFDbkIsQ0FBQztJQUVELE1BQU0sQ0FBRSxLQUFLLEVBQUUsU0FBVTtRQUN2QixNQUFNLEdBQUcsR0FBRyxJQUFJLENBQUMsR0FBRyxFQUFFLENBQUE7UUFDdEIsSUFBSSxDQUFDLElBQUksQ0FBQyxTQUFTLEVBQUU7WUFDbkIsSUFBSSxDQUFDLFNBQVMsR0FBRyxHQUFHLENBQUE7WUFDcEIsSUFBSSxDQUFDLFlBQVksR0FBRyxJQUFJLENBQUMsU0FBUyxHQUFHLElBQUksQ0FBQyxnQkFBZ0IsQ0FBQTtTQUMzRDtRQUVELFNBQVMsR0FBRyxTQUFTLElBQUksR0FBRyxDQUFBO1FBRTVCLE1BQU0sT0FBTyxHQUFHLElBQUksQ0FBQyxTQUFTLENBQUMsSUFBSSxFQUFFLEdBQUcsQ0FBQyxDQUFBO1FBRXpDLE1BQU0sT0FBTyxHQUFHO1lBQ2QsUUFBUSxFQUFFLElBQUksQ0FBQyxTQUFTLENBQUMsU0FBUyxHQUFHLElBQUksQ0FBQyxTQUFTLENBQUM7WUFDcEQsS0FBSyxFQUFFLEtBQUs7U0FDYixDQUFBO1FBRUQsSUFBSSxPQUFPLElBQUksSUFBSSxDQUFDLEtBQUssRUFBRTtZQUN6QixJQUFJLENBQUMsU0FBUyxDQUFDLEdBQUcsQ0FBQyxPQUFPLENBQUMsQ0FBQTtTQUM1QjthQUFNLElBQUksT0FBTyxDQUFDLFFBQVEsR0FBRyxJQUFJLENBQUMsU0FBUyxDQUFDLEtBQUssRUFBRSxDQUFDLFFBQVEsRUFBRTtZQUM3RCxJQUFJLENBQUMsU0FBUyxDQUFDLFdBQVcsRUFBRSxDQUFBO1lBQzVCLElBQUksQ0FBQyxTQUFTLENBQUMsR0FBRyxDQUFDLE9BQU8sQ0FBQyxDQUFBO1NBQzVCO1FBRUQsSUFBSSxHQUFHLElBQUksSUFBSSxDQUFDLFlBQVk7WUFBRSxJQUFJLENBQUMsUUFBUSxDQUFDLEdBQUcsQ0FBQyxDQUFBO0lBQ2xELENBQUM7SUFFRCxhQUFhO1FBQ1gsT0FBTyxJQUFJLENBQUMsU0FBUzthQUNsQixhQUFhLEVBQUU7YUFDZixHQUFHLENBQUMsVUFBVSxPQUFPO1lBQ3BCLE9BQU8sT0FBTyxDQUFDLEtBQUssQ0FBQTtRQUN0QixDQUFDLENBQUMsQ0FBQTtJQUNOLENBQUM7SUFFRCxPQUFPO1FBQ0wsT0FBTyxJQUFJLENBQUMsU0FBUzthQUNsQixPQUFPLEVBQUU7YUFDVCxHQUFHLENBQUMsVUFBVSxPQUFPO1lBQ3BCLE9BQU8sT0FBTyxDQUFDLEtBQUssQ0FBQTtRQUN0QixDQUFDLENBQUMsQ0FBQTtJQUNOLENBQUM7SUFFRCxPQUFPLENBQUUsR0FBRztRQUdWLE9BQU8sSUFBSSxDQUFDLEdBQUcsQ0FBQyxJQUFJLENBQUMsTUFBTSxHQUFHLENBQUMsR0FBRyxHQUFHLElBQUksQ0FBQyxDQUFDLENBQUE7SUFDN0MsQ0FBQztJQUVELFNBQVMsQ0FBRSxHQUFHO1FBQ1osT0FBTyxJQUFJLENBQUMsT0FBTyxDQUFDLEdBQUcsQ0FBQyxHQUFHLElBQUksQ0FBQyxPQUFPLEVBQUUsQ0FBQTtJQUMzQyxDQUFDO0lBRUQsT0FBTztRQUNMLE9BQU8sSUFBSSxDQUFDLE1BQU0sRUFBRSxDQUFBO0lBQ3RCLENBQUM7SUFFRCxRQUFRLENBQUUsR0FBRztRQUNYLEdBQUcsR0FBRyxHQUFHLElBQUksSUFBSSxDQUFDLEdBQUcsRUFBRSxDQUFBO1FBRXZCLE1BQU0sSUFBSSxHQUFHLElBQUksQ0FBQTtRQUNqQixNQUFNLFdBQVcsR0FBRyxJQUFJLENBQUMsU0FBUyxDQUFBO1FBQ2xDLElBQUksQ0FBQyxTQUFTLEdBQUcsR0FBRyxJQUFJLElBQUksQ0FBQyxHQUFHLEVBQUUsQ0FBQTtRQUNsQyxJQUFJLENBQUMsWUFBWSxHQUFHLEdBQUcsR0FBRyxJQUFJLENBQUMsZ0JBQWdCLENBQUE7UUFFL0MsTUFBTSxNQUFNLEdBQUcsSUFBSSxDQUFDLFNBQVMsQ0FBQyxDQUFDLENBQUMsSUFBSSxDQUFDLFNBQVMsR0FBRyxXQUFXLENBQUMsQ0FBQyxDQUFBO1FBRTlELElBQUksQ0FBQyxTQUFTO2FBQ1gsT0FBTyxFQUFFO2FBQ1QsT0FBTyxDQUFDLFVBQVUsT0FBTztZQUN4QixPQUFPLENBQUMsUUFBUSxJQUFJLE1BQU0sQ0FBQTtRQUM1QixDQUFDLENBQUMsQ0FBQTtJQUNOLENBQUM7SUFFRCxHQUFHLENBQUUsR0FBRztRQUNOLElBQUksR0FBRyxHQUFHLENBQUMsQ0FBQTtRQUNYLElBQUksQ0FBQyxTQUFTO2FBQ1gsT0FBTyxFQUFFO2FBQ1QsT0FBTyxDQUFDLFVBQVUsT0FBTztZQUN4QixHQUFHLElBQUksT0FBTyxDQUFDLEtBQUssQ0FBQTtRQUN0QixDQUFDLENBQUMsQ0FBQTtRQUNKLE9BQU8sQ0FBQyxHQUFHLEdBQUcsSUFBSSxDQUFDLFNBQVMsQ0FBQyxJQUFJLEVBQUUsQ0FBQyxDQUFBO0lBQ3RDLENBQUM7Q0FDRjtBQWpIRCw4Q0FpSEMifQ==
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