1 | import JsHistogram from "./JsHistogram";
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2 | import JsHistogramIterator from "./JsHistogramIterator";
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3 |
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4 | const { pow, floor, log2 } = Math;
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5 |
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6 | /**
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7 | * Used for iterating through histogram values according to percentile levels. The iteration is
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8 | * performed in steps that start at 0% and reduce their distance to 100% according to the
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9 | * <i>percentileTicksPerHalfDistance</i> parameter, ultimately reaching 100% when all recorded histogram
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10 | * values are exhausted.
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11 | */
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12 | class PercentileIterator extends JsHistogramIterator {
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13 | percentileTicksPerHalfDistance: number;
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14 | percentileLevelToIterateTo: number;
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15 | percentileLevelToIterateFrom: number;
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16 | reachedLastRecordedValue: boolean;
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17 |
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18 | /**
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19 | * @param histogram The histogram this iterator will operate on
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20 | * @param percentileTicksPerHalfDistance The number of equal-sized iteration steps per half-distance to 100%.
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21 | */
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22 | public constructor(
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23 | histogram: JsHistogram,
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24 | percentileTicksPerHalfDistance: number
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25 | ) {
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26 | super();
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27 | this.percentileTicksPerHalfDistance = 0;
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28 | this.percentileLevelToIterateTo = 0;
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29 | this.percentileLevelToIterateFrom = 0;
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30 | this.reachedLastRecordedValue = false;
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31 | this.doReset(histogram, percentileTicksPerHalfDistance);
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32 | }
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33 |
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34 | /**
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35 | * Reset iterator for re-use in a fresh iteration over the same histogram data set.
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36 | *
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37 | * @param percentileTicksPerHalfDistance The number of iteration steps per half-distance to 100%.
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38 | */
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39 | reset(percentileTicksPerHalfDistance: number) {
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40 | this.doReset(this.histogram, percentileTicksPerHalfDistance);
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41 | }
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42 |
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43 | private doReset(
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44 | histogram: JsHistogram,
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45 | percentileTicksPerHalfDistance: number
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46 | ) {
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47 | super.resetIterator(histogram);
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48 | this.percentileTicksPerHalfDistance = percentileTicksPerHalfDistance;
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49 | this.percentileLevelToIterateTo = 0;
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50 | this.percentileLevelToIterateFrom = 0;
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51 | this.reachedLastRecordedValue = false;
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52 | }
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53 |
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54 | public hasNext(): boolean {
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55 | if (super.hasNext()) return true;
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56 | if (!this.reachedLastRecordedValue && this.arrayTotalCount > 0) {
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57 | this.percentileLevelToIterateTo = 100;
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58 | this.reachedLastRecordedValue = true;
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59 | return true;
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60 | }
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61 | return false;
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62 | }
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63 |
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64 | incrementIterationLevel() {
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65 | this.percentileLevelToIterateFrom = this.percentileLevelToIterateTo;
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66 |
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67 | // The choice to maintain fixed-sized "ticks" in each half-distance to 100% [starting
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68 | // from 0%], as opposed to a "tick" size that varies with each interval, was made to
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69 | // make the steps easily comprehensible and readable to humans. The resulting percentile
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70 | // steps are much easier to browse through in a percentile distribution output, for example.
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71 | //
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72 | // We calculate the number of equal-sized "ticks" that the 0-100 range will be divided
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73 | // by at the current scale. The scale is detemined by the percentile level we are
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74 | // iterating to. The following math determines the tick size for the current scale,
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75 | // and maintain a fixed tick size for the remaining "half the distance to 100%"
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76 | // [from either 0% or from the previous half-distance]. When that half-distance is
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77 | // crossed, the scale changes and the tick size is effectively cut in half.
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78 |
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79 | // percentileTicksPerHalfDistance = 5
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80 | // percentileReportingTicks = 10,
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81 |
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82 | const percentileReportingTicks =
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83 | this.percentileTicksPerHalfDistance *
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84 | pow(2, floor(log2(100 / (100 - this.percentileLevelToIterateTo))) + 1);
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85 |
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86 | this.percentileLevelToIterateTo += 100 / percentileReportingTicks;
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87 | }
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88 |
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89 | reachedIterationLevel(): boolean {
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90 | if (this.countAtThisValue === 0) {
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91 | return false;
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92 | }
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93 | const currentPercentile =
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94 | (100 * this.totalCountToCurrentIndex) / this.arrayTotalCount;
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95 | return currentPercentile >= this.percentileLevelToIterateTo;
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96 | }
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97 |
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98 | getPercentileIteratedTo(): number {
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99 | return this.percentileLevelToIterateTo;
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100 | }
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101 |
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102 | getPercentileIteratedFrom(): number {
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103 | return this.percentileLevelToIterateFrom;
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104 | }
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105 | }
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106 |
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107 | export default PercentileIterator;
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