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Stats.java 3.3KB

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  1. /*
  2. * Copyright (C) 2019, Matthias Sohn <matthias.sohn@sap.com>
  3. * and other copyright owners as documented in the project's IP log.
  4. *
  5. * This program and the accompanying materials are made available
  6. * under the terms of the Eclipse Distribution License v1.0 which
  7. * accompanies this distribution, is reproduced below, and is
  8. * available at http://www.eclipse.org/org/documents/edl-v10.php
  9. *
  10. * All rights reserved.
  11. *
  12. * Redistribution and use in source and binary forms, with or
  13. * without modification, are permitted provided that the following
  14. * conditions are met:
  15. *
  16. * - Redistributions of source code must retain the above copyright
  17. * notice, this list of conditions and the following disclaimer.
  18. *
  19. * - Redistributions in binary form must reproduce the above
  20. * copyright notice, this list of conditions and the following
  21. * disclaimer in the documentation and/or other materials provided
  22. * with the distribution.
  23. *
  24. * - Neither the name of the Eclipse Foundation, Inc. nor the
  25. * names of its contributors may be used to endorse or promote
  26. * products derived from this software without specific prior
  27. * written permission.
  28. *
  29. * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND
  30. * CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES,
  31. * INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES
  32. * OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
  33. * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR
  34. * CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
  35. * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT
  36. * NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
  37. * LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
  38. * CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,
  39. * STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
  40. * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF
  41. * ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
  42. */
  43. package org.eclipse.jgit.util;
  44. /**
  45. * Simple double statistics, computed incrementally, variance and standard
  46. * deviation using Welford's online algorithm, see
  47. * https://en.wikipedia.org/wiki/Algorithms_for_calculating_variance#Welford's_online_algorithm
  48. *
  49. * @since 5.1.9
  50. */
  51. public class Stats {
  52. private int n = 0;
  53. private double avg = 0.0;
  54. private double min = 0.0;
  55. private double max = 0.0;
  56. private double sum = 0.0;
  57. /**
  58. * Add a value
  59. *
  60. * @param x
  61. * value
  62. */
  63. public void add(double x) {
  64. n++;
  65. min = n == 1 ? x : Math.min(min, x);
  66. max = n == 1 ? x : Math.max(max, x);
  67. double d = x - avg;
  68. avg += d / n;
  69. sum += d * d * (n - 1) / n;
  70. }
  71. /**
  72. * @return number of the added values
  73. */
  74. public int count() {
  75. return n;
  76. }
  77. /**
  78. * @return minimum of the added values
  79. */
  80. public double min() {
  81. if (n < 1) {
  82. return Double.NaN;
  83. }
  84. return min;
  85. }
  86. /**
  87. * @return maximum of the added values
  88. */
  89. public double max() {
  90. if (n < 1) {
  91. return Double.NaN;
  92. }
  93. return max;
  94. }
  95. /**
  96. * @return average of the added values
  97. */
  98. public double avg() {
  99. if (n < 1) {
  100. return Double.NaN;
  101. }
  102. return avg;
  103. }
  104. /**
  105. * @return variance of the added values
  106. */
  107. public double var() {
  108. if (n < 2) {
  109. return Double.NaN;
  110. }
  111. return sum / (n - 1);
  112. }
  113. /**
  114. * @return standard deviation of the added values
  115. */
  116. public double stddev() {
  117. return Math.sqrt(this.var());
  118. }
  119. }