Mercurial > dive4elements > gnv-client
annotate gnv-artifacts/src/main/java/de/intevation/gnv/math/Interpolation2D.java @ 1080:01e26528bb39
Some code refactoring for the implementation of histograms using vectorial parameters.
gnv-artifacts/trunk@1182 c6561f87-3c4e-4783-a992-168aeb5c3f6f
author | Ingo Weinzierl <ingo.weinzierl@intevation.de> |
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date | Wed, 09 Jun 2010 09:37:57 +0000 |
parents | 05bf8534a35a |
children | f953c9a559d8 |
rev | line source |
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1 package de.intevation.gnv.math; |
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2 |
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3 import com.vividsolutions.jts.geom.Coordinate; |
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4 import com.vividsolutions.jts.geom.Envelope; |
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5 |
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6 import com.vividsolutions.jts.index.strtree.STRtree; |
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7 |
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8 import java.util.List; |
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9 |
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10 import org.apache.log4j.Logger; |
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11 |
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12 /** |
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13 * Interpolates along a given line string. This used to generate |
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14 * "horizontale Schnittprofile". |
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15 * |
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16 * @author <a href="mailto:sascha.teichmann@intevation.de">Sascha L. Teichmann</a> |
361
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17 */ |
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18 public final class Interpolation2D |
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19 { |
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20 private static Logger log = Logger.getLogger(Interpolation2D.class); |
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21 |
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22 /** |
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23 * If the number of input points are over this threshold |
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24 * some culling strategies are applied to reduce the amount of points. |
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25 */ |
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26 public static final int CULL_POINT_THRESHOLD = Integer.getInteger( |
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27 "gnv.interpolation2d.cull.point.threshold", 1000); |
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28 |
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29 /** |
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30 * Numerical stability epsilon. |
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31 */ |
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32 public static final double EPS = 1e-6d; |
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33 |
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34 /** |
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35 * Callback to send the interpolated values back to the |
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36 * caller without building large temporary strcutures. |
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37 */ |
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38 public interface Consumer { |
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39 /** |
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40 * Sends an interpolated point back to the called. |
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41 * The interpolated parameter is stored in the z component. |
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42 * @param point The interpolated point. |
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43 * @param success true if interpolation at the point |
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44 * succeed, else false. |
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45 */ |
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46 void interpolated(Coordinate point, boolean success); |
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47 } // interface Consumer |
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48 |
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49 private Interpolation2D() { |
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50 } |
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51 |
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52 /** |
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53 * Calculates the relevant area for a given line string. |
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54 * @param path The line string. |
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55 * @param points The sample points. |
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56 * @return The relevant area. |
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57 */ |
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58 public static final Envelope relevantArea( |
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59 List<? extends Coordinate> path, |
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60 List<? extends Coordinate> points |
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61 ) { |
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62 return relevantArea(path, points, CULL_POINT_THRESHOLD); |
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63 } |
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64 |
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65 /** |
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66 * Calculates the relevant area for a given bounding box. |
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67 * @param pathBBox The bounding box. |
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68 * @param points The sample points. |
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69 * @return The relevant area. |
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70 */ |
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71 public static final Envelope relevantArea( |
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72 Envelope pathBBox, |
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73 List<? extends Coordinate> points |
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74 ) { |
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75 return relevantArea(pathBBox, points, CULL_POINT_THRESHOLD); |
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76 } |
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77 |
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78 /** |
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79 * Calculates the relevant area for a given bounding box. |
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80 * @param pathBBox The bounding box. |
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81 * @param points The sample points. |
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82 * @param threshold If the number of sample points |
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83 * are below this threshold no relevant area is calculated. |
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84 * @return The relevant area. |
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85 */ |
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86 public static final Envelope relevantArea( |
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87 Envelope pathBBox, |
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88 List<? extends Coordinate> points, |
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89 int threshold |
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90 ) { |
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91 return points.size() < threshold |
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92 ? null |
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93 : relevantArea( |
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94 pathBBox, |
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95 pointsBoundingBox(points)); |
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96 } |
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97 |
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98 /** |
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99 * Calculates the relevant area for a given line string. |
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100 * @param path The line string. |
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101 * @param points The sample points. |
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102 * @param threshold If the number of sample points |
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103 * are below this threshold no relevant area is calculated. |
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104 * @return The relevant area. |
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105 */ |
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106 public static final Envelope relevantArea( |
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107 List<? extends Coordinate> path, |
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108 List<? extends Coordinate> points, |
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109 int threshold |
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110 ) { |
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111 return points.size() < threshold || path.isEmpty() |
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112 ? null |
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113 : relevantArea( |
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114 pointsBoundingBox(path), |
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115 pointsBoundingBox(points)); |
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116 } |
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117 |
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118 /** |
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119 * Heuristic function to define a 'relevant area'. |
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120 * @param pathBBox The bounding box of the line line string. |
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121 * @param pointsBBox The bounding box of the sample points. |
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122 * @return The relevant area. |
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123 */ |
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124 public static final Envelope relevantArea( |
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125 Envelope pathBBox, |
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126 Envelope pointsBBox |
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127 ) { |
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128 double pathArea = pathBBox.getWidth()*pathBBox.getHeight(); |
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129 double pointsArea = pointsBBox.getWidth()*pointsBBox.getHeight(); |
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130 |
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131 if (pathArea > 0.8d*pointsArea) { return null; } |
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132 |
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133 double nArea = 1.44d * pathArea; |
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134 if (nArea < 0.1d*pointsArea) nArea = 0.1d*pointsArea; |
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135 double w = pathBBox.getWidth(); |
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136 double h = pathBBox.getHeight(); |
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137 double [] d = solveQuadratic(1d, w+h, pathArea - nArea); |
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138 |
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139 if (d == null) { return null; } |
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140 |
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141 double extra = pos(d); |
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142 |
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143 pathBBox.expandBy(extra); |
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144 |
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145 return pathBBox; |
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146 } |
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147 |
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148 /** |
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149 * Solves quadratic equation a*x*x + b*x + c = 0. |
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150 * @param a a-coefficent. |
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151 * @param b b-coefficent |
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152 * @param c c-coefficent. |
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153 * @return the solution of the equation, or null if not solvable. |
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154 */ |
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155 public static final double [] solveQuadratic( |
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156 double a, double b, double c |
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157 ) { |
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158 double d = b*b - 4d*a*c; |
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159 if (d < 0d) { return null; } |
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160 |
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161 d = Math.sqrt(d); |
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162 a = 1d/(2d*a); |
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163 b = -b; |
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164 |
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165 return new double [] { a*(b + d), a*(b - d) }; |
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166 } |
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167 |
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168 /** |
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169 * Return the element of a two element array which |
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170 * is greater or equal zero. |
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171 * @param x The two values. |
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172 * @return The value which is greater or equal zero. |
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173 */ |
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174 public static final double pos(double [] x) { |
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175 return x[0] >= 0 ? x[0] : x[1]; |
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176 } |
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177 |
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178 |
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179 /** |
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180 * Calculates the bounding box of a given line string. |
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181 * @param path The line string. |
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182 * @return The bounding box. |
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183 */ |
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184 public static Envelope pointsBoundingBox( |
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185 List<? extends Coordinate> path |
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186 ) { |
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187 int N = path.size(); |
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188 Envelope area = new Envelope(path.get(N-1)); |
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189 |
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190 for (int i = N-2; i >= 0; --i) { |
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191 area.expandToInclude(path.get(i)); |
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192 } |
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193 |
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194 return area; |
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195 } |
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196 |
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197 /** |
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198 * Interpolates linearly a number of coordinates and parameter values along |
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199 * a given line string path. The results are issued to a consumer. |
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200 * @param path The line string path. |
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201 * @param points The sample points. |
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202 * @param from Start point as a scalar value linear |
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203 * referenced on the line string. |
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204 * @param to End point of as a scalar value linear |
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205 * referenced on the line string. |
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206 * @param steps Number of points to be interpolated. |
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207 * @param metrics The used metric. |
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208 * @param consumer The callback to retrieve the result points. |
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209 */ |
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210 public static void interpolate( |
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211 List<? extends Coordinate> path, |
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212 List<? extends Point2d> points, |
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213 double from, |
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214 double to, |
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215 int steps, |
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216 Metrics metrics, |
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217 Consumer consumer |
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218 ) { |
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219 boolean debug = log.isDebugEnabled(); |
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220 |
361
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221 int N = path.size(); |
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222 int M = points.size(); |
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223 |
434
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224 if (debug) { |
416
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225 log.debug("Size of path: " + N); |
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226 log.debug("Size of points: " + M); |
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227 } |
365
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228 |
361
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229 if (M < 1 || N < 2) { // nothing to do |
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230 return; |
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231 } |
365
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232 |
519
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233 List<GridCell> cells = GridCell.pointsToGridCells( |
528
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234 points, relevantArea(path, points)); |
365
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235 |
519
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236 if (cells.isEmpty()) { |
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237 log.warn("no cells found"); |
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238 return; |
416
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239 } |
361
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240 |
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241 // put into spatial index to speed up finding neighbors. |
519
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242 STRtree spatialIndex = new STRtree(); |
361
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243 |
519
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244 for (GridCell cell: cells) { |
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245 spatialIndex.insert(cell.getEnvelope(), cell); |
361
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246 } |
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247 |
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248 LinearToMap linearToMap = new LinearToMap( |
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249 path, from, to, metrics); |
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250 |
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251 double dP = (to - from)/steps; |
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252 |
519
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253 Coordinate center = new Coordinate(); |
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254 Envelope queryBuffer = new Envelope(); |
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255 GridCell.CellFinder finder = new GridCell.CellFinder(); |
361
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256 |
365
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257 int missedInterpolations = 0; |
519
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258 int interpolations = 0; |
474
ab29e4ff2fda
Added area interpolation needed for "Horizontalschnitt"
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259 |
365
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260 for (double p = from; p <= to; p += dP) { |
361
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261 if (!linearToMap.locate(p, center)) { |
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262 continue; |
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263 } |
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264 queryBuffer.init( |
778
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Removed trailing whitespace
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265 center.x - EPS, center.x + EPS, |
519
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266 center.y - EPS, center.y + EPS); |
361
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267 |
519
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268 finder.prepare(center); |
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269 spatialIndex.query(queryBuffer, finder); |
361
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270 |
519
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271 GridCell found = finder.found; |
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272 |
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273 if (found == null) { |
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274 consumer.interpolated(center, false); |
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275 ++missedInterpolations; |
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276 continue; |
361
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277 } |
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278 |
519
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279 Point2d n0 = found.p1; |
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280 Point2d n1 = found.p2; |
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281 Point2d n2 = found.p3; |
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282 Point2d n3 = found.p4; |
361
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283 |
519
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284 double z1 = interpolate( |
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285 n0.x, n0.z, |
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286 n1.x, n1.z, |
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287 center.x); |
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288 double z2 = interpolate( |
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289 n2.x, n2.z, |
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290 n3.x, n3.z, |
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291 center.x); |
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292 double y1 = interpolate( |
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293 n0.x, n0.y, |
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294 n1.x, n1.y, |
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295 center.x); |
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296 double y2 = interpolate( |
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297 n2.x, n2.y, |
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298 n3.x, n3.y, |
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299 center.x); |
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300 center.z = interpolate( |
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301 y1, z1, |
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302 y2, z2, |
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303 center.y); |
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304 consumer.interpolated(center, true); |
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305 ++interpolations; |
361
aec85d00d82c
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306 } |
365
f66088a43ecc
Added horizontal crossprofile charts to chart pallet. Fixed some bugs before interpolation.
Ingo Weinzierl <ingo.weinzierl@intevation.de>
parents:
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diff
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|
307 |
434
0eed5749fd63
Implemented the raster interpolation for the 'Profilschnitt'.
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|
308 if (debug) { |
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309 log.debug("interpolations: " + |
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310 interpolations + " / " + missedInterpolations); |
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311 } |
361
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312 } |
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313 |
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314 /** |
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315 * Linear interpolate a value between (x1, y1) and (x2, y2) at |
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316 * a given x-value. |
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317 * @param x1 x component of first point. |
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318 * @param y1 y component of first point. |
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319 * @param x2 x component of second point. |
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320 * @param y2 y component of second point. |
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321 * @param x The x value. |
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322 * @return The intepolated result. |
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323 */ |
361
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324 public static final double interpolate( |
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325 double x1, double y1, |
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326 double x2, double y2, |
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327 double x |
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328 ) { |
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329 if (x2 == x1) { |
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330 return (y1 + y2)*0.5d; |
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331 } |
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332 double m = (y2-y1)/(x2-x1); |
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333 double b = y1 - m*x1; |
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334 return m*x + b; |
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335 } |
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336 } |
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337 // vim:set ts=4 sw=4 si et sta sts=4 fenc=utf8 : |