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102 lines
2.7 KiB
JavaScript
102 lines
2.7 KiB
JavaScript
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// Hacked https://github.com/felixge/node-measured
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var BinaryHeap = require('./BinaryHeap');
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var units = require('./units');
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module.exports = ExponentiallyDecayingSample;
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function ExponentiallyDecayingSample(options) {
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options = options || {};
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this._elements = new BinaryHeap({
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score: function(element) {
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return -element.priority;
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}
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});
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this._rescaleInterval = options.rescaleInterval || ExponentiallyDecayingSample.RESCALE_INTERVAL;
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this._alpha = options.alpha || ExponentiallyDecayingSample.ALPHA;
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this._size = options.size || ExponentiallyDecayingSample.SIZE;
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this._random = options.random || this._random;
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this._landmark = null;
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this._nextRescale = null;
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}
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ExponentiallyDecayingSample.RESCALE_INTERVAL = 1 * units.HOURS;
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ExponentiallyDecayingSample.ALPHA = 0.015;
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ExponentiallyDecayingSample.SIZE = 1028;
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ExponentiallyDecayingSample.prototype.update = function(value, timestamp) {
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var now = Date.now();
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if (!this._landmark) {
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this._landmark = now;
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this._nextRescale = this._landmark + this._rescaleInterval;
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}
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timestamp = timestamp || now;
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var newSize = this._elements.size() + 1;
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var element = {
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priority: this._priority(timestamp - this._landmark),
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value: value
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};
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if (newSize <= this._size) {
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this._elements.add(element);
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} else if (element.priority > this._elements.first().priority) {
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this._elements.removeFirst();
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this._elements.add(element);
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}
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if (now >= this._nextRescale) this._rescale(now);
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};
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ExponentiallyDecayingSample.prototype.toSortedArray = function() {
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return this._elements
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.toSortedArray()
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.map(function(element) {
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return element.value;
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});
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};
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ExponentiallyDecayingSample.prototype.toArray = function() {
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return this._elements
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.toArray()
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.map(function(element) {
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return element.value;
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});
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};
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ExponentiallyDecayingSample.prototype._weight = function(age) {
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// We divide by 1000 to not run into huge numbers before reaching a
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// rescale event.
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return Math.exp(this._alpha * (age / 1000));
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};
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ExponentiallyDecayingSample.prototype._priority = function(age) {
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return this._weight(age) / this._random();
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};
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ExponentiallyDecayingSample.prototype._random = function() {
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return Math.random();
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};
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ExponentiallyDecayingSample.prototype._rescale = function(now) {
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now = now || Date.now();
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var self = this;
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var oldLandmark = this._landmark;
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this._landmark = now || Date.now();
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this._nextRescale = now + this._rescaleInterval;
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var factor = self._priority(-(self._landmark - oldLandmark));
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this._elements
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.toArray()
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.forEach(function(element) {
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element.priority *= factor;
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});
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};
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