Mercurial > dive4elements > river

annotate flys-artifacts/src/main/java/de/intevation/flys/artifacts/model/sq/Outlier.java @ 3552:1df6984628c3

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S/Q: Extented the result data model of the S/Q calculation to store the curve coefficients for each iteration step of the outlier elimination. flys-artifacts/trunk@5146 c6561f87-3c4e-4783-a992-168aeb5c3f6f
author Sascha L. Teichmann <sascha.teichmann@intevation.de>
date Fri, 27 Jul 2012 12:36:09 +0000
parents 49fe2ed03c12
children 8d0f06b76e09
rev   line source
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1 package de.intevation.flys.artifacts.model.sq;
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2
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3 import java.util.ArrayList;
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4 import java.util.Iterator;
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5 import java.util.List;
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6
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7 import org.apache.commons.math.MathException;
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8
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9 import org.apache.commons.math.stat.descriptive.moment.StandardDeviation;
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11 import org.apache.log4j.Logger;
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12
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13 public class Outlier
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14 {
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15 private static Logger log = Logger.getLogger(Outlier.class);
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16
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17 public static final int MAX_ITERATIONS = 1000;
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18
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19 public interface Callback {
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21 void initialize(Iterator<SQ> good) throws MathException;
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22
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23 double eval(SQ sq);
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24
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25 void outlier(SQ sq);
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27 void remaining(SQ sq);
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28
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29 void standardDeviation(double stdDev);
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30
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31 void iterationFinished();
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32
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33 } // interface Callback
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34
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35 private static final class EvalSQ {
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36 protected SQ sq;
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37 protected double value;
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38
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39 public EvalSQ(SQ sq) {
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40 this.sq = sq;
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41 }
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42 } // class EvalSQ
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43
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44 public static void detectOutliers(
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45 Callback callback,
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46 List<SQ> sqs,
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47 double stdDevFactor
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48 )
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49 throws MathException
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50 {
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51 boolean debug = log.isDebugEnabled();
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52
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53 if (debug) {
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54 log.debug("stdDevFactor: " + stdDevFactor);
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55 }
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56
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57 List<EvalSQ> data = new ArrayList<EvalSQ>(sqs.size());
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58
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59 for (SQ sq: sqs) {
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60 data.add(new EvalSQ(sq));
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61 }
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62
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63 List<EvalSQ> good = new ArrayList<EvalSQ>(sqs.size());
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64
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65 for (int i = 0; i < MAX_ITERATIONS && data.size() > 2; ++i) {
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66
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67 callback.initialize(asSQIterator(data));
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68
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69 StandardDeviation stdDev = new StandardDeviation();
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70
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71 for (EvalSQ esq: data) {
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72 stdDev.increment(esq.value = callback.eval(esq.sq));
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73 }
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74
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75 double sd = stdDev.getResult();
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76
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77 callback.standardDeviation(sd);
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78
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79 double accepted = stdDevFactor * sd;
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80
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81 if (debug) {
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82 log.debug("accepted: " + accepted);
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83 }
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84
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85 for (EvalSQ esq: data) {
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86 if (debug) {
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87 log.debug(" value: " + Math.abs(esq.value));
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88 }
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89
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90 if (Math.abs(esq.value) > accepted) {
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91 callback.outlier(esq.sq);
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92 }
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93 else {
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94 callback.remaining(esq.sq);
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95 good.add(esq);
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96 }
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97 }
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98
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99 callback.iterationFinished();
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100
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101 if (good.size() == data.size()) {
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102 break;
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103 }
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104
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105 List<EvalSQ> tmp = good;
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106 good = data;
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107 data = tmp;
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108 good.clear();
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109 }
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110 }
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111
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112 protected static Iterator<SQ> asSQIterator(List<EvalSQ> esqs) {
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113 final Iterator<EvalSQ> parent = esqs.iterator();
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114 return new Iterator<SQ>() {
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115 @Override
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116 public boolean hasNext() {
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diff changeset
117 return parent.hasNext();
1e46ced2bb57 SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 3187
diff changeset
118 }
1e46ced2bb57 SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 3187
diff changeset
119
1e46ced2bb57 SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 3187
diff changeset
120 @Override
1e46ced2bb57 SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 3187
diff changeset
121 public SQ next() {
1e46ced2bb57 SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 3187
diff changeset
122 return parent.next().sq;
1e46ced2bb57 SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 3187
diff changeset
123 }
1e46ced2bb57 SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 3187
diff changeset
124
1e46ced2bb57 SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 3187
diff changeset
125 @Override
1e46ced2bb57 SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 3187
diff changeset
126 public void remove() {
1e46ced2bb57 SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 3187
diff changeset
127 throw new UnsupportedOperationException();
1e46ced2bb57 SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 3187
diff changeset
128 }
1e46ced2bb57 SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 3187
diff changeset
129 };
1e46ced2bb57 SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 3187
diff changeset
130 }
3187
1e2733f749b5 SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
131 }
1e2733f749b5 SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
132 // vim:set ts=4 sw=4 si et sta sts=4 fenc=utf8 :
http://dive4elements.wald.intevation.org