EDS.js 6.6 KB

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  1. "use strict";
  2. Object.defineProperty(exports, "__esModule", { value: true });
  3. const BinaryHeap_1 = require("./BinaryHeap");
  4. const units_1 = require("./units");
  5. class ExponentiallyDecayingSample {
  6. constructor(options) {
  7. this.RESCALE_INTERVAL = 1 * units_1.default.HOURS;
  8. this.ALPHA = 0.015;
  9. this.SIZE = 1028;
  10. options = options || {};
  11. this._elements = new BinaryHeap_1.default({
  12. score: function (element) {
  13. return -element.priority;
  14. }
  15. });
  16. this._rescaleInterval = options.rescaleInterval || this.RESCALE_INTERVAL;
  17. this._alpha = options.alpha || this.ALPHA;
  18. this._size = options.size || this.SIZE;
  19. this._random = options.random || this._random;
  20. this._landmark = null;
  21. this._nextRescale = null;
  22. this._mean = null;
  23. }
  24. update(value, timestamp) {
  25. const now = Date.now();
  26. if (!this._landmark) {
  27. this._landmark = now;
  28. this._nextRescale = this._landmark + this._rescaleInterval;
  29. }
  30. timestamp = timestamp || now;
  31. const newSize = this._elements.size() + 1;
  32. const element = {
  33. priority: this._priority(timestamp - this._landmark),
  34. value: value
  35. };
  36. if (newSize <= this._size) {
  37. this._elements.add(element);
  38. }
  39. else if (element.priority > this._elements.first().priority) {
  40. this._elements.removeFirst();
  41. this._elements.add(element);
  42. }
  43. if (now >= this._nextRescale)
  44. this._rescale(now);
  45. }
  46. toSortedArray() {
  47. return this._elements
  48. .toSortedArray()
  49. .map(function (element) {
  50. return element.value;
  51. });
  52. }
  53. toArray() {
  54. return this._elements
  55. .toArray()
  56. .map(function (element) {
  57. return element.value;
  58. });
  59. }
  60. _weight(age) {
  61. return Math.exp(this._alpha * (age / 1000));
  62. }
  63. _priority(age) {
  64. return this._weight(age) / this._random();
  65. }
  66. _random() {
  67. return Math.random();
  68. }
  69. _rescale(now) {
  70. now = now || Date.now();
  71. const self = this;
  72. const oldLandmark = this._landmark;
  73. this._landmark = now || Date.now();
  74. this._nextRescale = now + this._rescaleInterval;
  75. const factor = self._priority(-(self._landmark - oldLandmark));
  76. this._elements
  77. .toArray()
  78. .forEach(function (element) {
  79. element.priority *= factor;
  80. });
  81. }
  82. avg(now) {
  83. let sum = 0;
  84. this._elements
  85. .toArray()
  86. .forEach(function (element) {
  87. sum += element.value;
  88. });
  89. return (sum / this._elements.size());
  90. }
  91. }
  92. exports.default = ExponentiallyDecayingSample;
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