API/api.medcify.app/node_modules/@pm2/io/build/main/utils/EDS.js

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2022-09-26 06:11:44 +00:00
"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;
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