1 | #!/usr/bin/env python |
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2 | """Polygon manipulations |
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3 | |
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4 | """ |
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5 | |
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6 | |
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7 | try: |
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8 | from scipy import Float, Int, zeros, ones, array, concatenate, reshape, dot |
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9 | except: |
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10 | #print 'Could not find scipy - using Numeric' |
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11 | from Numeric import Float, Int, zeros, ones, array, concatenate, reshape, dot |
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12 | |
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13 | |
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14 | from math import sqrt |
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15 | from anuga.utilities.numerical_tools import ensure_numeric |
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16 | from anuga.geospatial_data.geospatial_data import ensure_absolute |
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17 | |
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18 | def point_on_line(x, y, x0, y0, x1, y1): |
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19 | """Determine whether a point is on a line segment |
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20 | |
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21 | Input: x, y, x0, x0, x1, y1: where |
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22 | point is given by x, y |
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23 | line is given by (x0, y0) and (x1, y1) |
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24 | |
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25 | """ |
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26 | |
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27 | a = array([x - x0, y - y0]) |
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28 | a_normal = array([a[1], -a[0]]) |
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29 | |
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30 | b = array([x1 - x0, y1 - y0]) |
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31 | |
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32 | if dot(a_normal, b) == 0: |
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33 | #Point is somewhere on the infinite extension of the line |
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34 | |
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35 | len_a = sqrt(sum(a**2)) |
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36 | len_b = sqrt(sum(b**2)) |
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37 | if dot(a, b) >= 0 and len_a <= len_b: |
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38 | return True |
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39 | else: |
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40 | return False |
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41 | else: |
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42 | return False |
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43 | |
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44 | |
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45 | def is_inside_polygon(point, polygon, closed=True, verbose=False): |
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46 | """Determine if one point is inside a polygon |
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47 | |
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48 | See inside_polygon for more details |
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49 | """ |
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50 | |
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51 | indices = inside_polygon(point, polygon, closed, verbose) |
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52 | |
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53 | if indices.shape[0] == 1: |
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54 | return True |
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55 | elif indices.shape[0] == 0: |
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56 | return False |
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57 | else: |
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58 | msg = 'is_inside_polygon must be invoked with one point only' |
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59 | raise msg |
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60 | |
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61 | |
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62 | def inside_polygon(points, polygon, closed=True, verbose=False): |
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63 | """Determine points inside a polygon |
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64 | |
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65 | Functions inside_polygon and outside_polygon have been defined in |
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66 | terms af separate_by_polygon which will put all inside indices in |
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67 | the first part of the indices array and outside indices in the last |
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68 | |
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69 | See separate_points_by_polygon for documentation |
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70 | |
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71 | points and polygon can be a geospatial instance, |
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72 | a list or a numeric array |
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73 | """ |
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74 | |
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75 | if verbose: print 'Checking input to inside_polygon' |
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76 | |
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77 | try: |
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78 | points = ensure_absolute(points) |
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79 | except NameError, e: |
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80 | raise NameError, e |
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81 | except: |
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82 | msg = 'Points could not be converted to Numeric array' |
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83 | raise msg |
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84 | |
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85 | try: |
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86 | polygon = ensure_absolute(polygon) |
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87 | except NameError, e: |
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88 | raise NameError, e |
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89 | except: |
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90 | msg = 'Polygon %s could not be converted to Numeric array' %(str(polygon)) |
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91 | raise msg |
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92 | |
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93 | if len(points.shape) == 1: |
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94 | # Only one point was passed in. Convert to array of points |
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95 | points = reshape(points, (1,2)) |
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96 | |
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97 | indices, count = separate_points_by_polygon(points, polygon, |
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98 | closed=closed, |
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99 | verbose=verbose) |
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100 | |
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101 | # Return indices of points inside polygon |
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102 | return indices[:count] |
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103 | |
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104 | |
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105 | |
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106 | def is_outside_polygon(point, polygon, closed=True, verbose=False, |
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107 | points_geo_ref=None, polygon_geo_ref=None): |
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108 | """Determine if one point is outside a polygon |
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109 | |
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110 | See outside_polygon for more details |
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111 | """ |
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112 | |
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113 | indices = outside_polygon(point, polygon, closed, verbose) |
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114 | #points_geo_ref, polygon_geo_ref) |
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115 | |
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116 | if indices.shape[0] == 1: |
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117 | return True |
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118 | elif indices.shape[0] == 0: |
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119 | return False |
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120 | else: |
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121 | msg = 'is_outside_polygon must be invoked with one point only' |
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122 | raise msg |
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123 | |
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124 | |
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125 | def outside_polygon(points, polygon, closed = True, verbose = False): |
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126 | """Determine points outside a polygon |
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127 | |
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128 | Functions inside_polygon and outside_polygon have been defined in |
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129 | terms af separate_by_polygon which will put all inside indices in |
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130 | the first part of the indices array and outside indices in the last |
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131 | |
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132 | See separate_points_by_polygon for documentation |
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133 | """ |
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134 | |
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135 | if verbose: print 'Checking input to outside_polygon' |
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136 | try: |
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137 | points = ensure_numeric(points, Float) |
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138 | except NameError, e: |
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139 | raise NameError, e |
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140 | except: |
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141 | msg = 'Points could not be converted to Numeric array' |
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142 | raise msg |
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143 | |
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144 | try: |
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145 | polygon = ensure_numeric(polygon, Float) |
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146 | except NameError, e: |
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147 | raise NameError, e |
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148 | except: |
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149 | msg = 'Polygon could not be converted to Numeric array' |
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150 | raise msg |
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151 | |
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152 | |
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153 | if len(points.shape) == 1: |
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154 | # Only one point was passed in. Convert to array of points |
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155 | points = reshape(points, (1,2)) |
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156 | |
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157 | indices, count = separate_points_by_polygon(points, polygon, |
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158 | closed=closed, |
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159 | verbose=verbose) |
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160 | |
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161 | # Return indices of points outside polygon |
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162 | if count == len(indices): |
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163 | # No points are outside |
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164 | return array([]) |
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165 | else: |
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166 | return indices[count:][::-1] #return reversed |
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167 | |
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168 | |
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169 | def in_and_outside_polygon(points, polygon, closed = True, verbose = False): |
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170 | """Determine points inside and outside a polygon |
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171 | |
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172 | See separate_points_by_polygon for documentation |
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173 | |
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174 | Returns an array of points inside and an array of points outside the polygon |
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175 | """ |
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176 | |
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177 | if verbose: print 'Checking input to outside_polygon' |
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178 | try: |
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179 | points = ensure_numeric(points, Float) |
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180 | except NameError, e: |
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181 | raise NameError, e |
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182 | except: |
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183 | msg = 'Points could not be converted to Numeric array' |
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184 | raise msg |
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185 | |
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186 | try: |
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187 | polygon = ensure_numeric(polygon, Float) |
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188 | except NameError, e: |
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189 | raise NameError, e |
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190 | except: |
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191 | msg = 'Polygon could not be converted to Numeric array' |
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192 | raise msg |
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193 | |
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194 | if len(points.shape) == 1: |
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195 | # Only one point was passed in. Convert to array of points |
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196 | points = reshape(points, (1,2)) |
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197 | |
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198 | |
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199 | indices, count = separate_points_by_polygon(points, polygon, |
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200 | closed=closed, |
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201 | verbose=verbose) |
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202 | |
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203 | # Returns indices of points inside and indices of points outside |
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204 | # the polygon |
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205 | |
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206 | if count == len(indices): |
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207 | # No points are outside |
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208 | return indices[:count],[] |
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209 | else: |
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210 | return indices[:count], indices[count:][::-1] #return reversed |
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211 | |
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212 | |
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213 | def separate_points_by_polygon(points, polygon, |
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214 | closed = True, verbose = False): |
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215 | """Determine whether points are inside or outside a polygon |
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216 | |
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217 | Input: |
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218 | points - Tuple of (x, y) coordinates, or list of tuples |
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219 | polygon - list of vertices of polygon |
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220 | closed - (optional) determine whether points on boundary should be |
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221 | regarded as belonging to the polygon (closed = True) |
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222 | or not (closed = False) |
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223 | |
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224 | Outputs: |
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225 | indices: array of same length as points with indices of points falling |
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226 | inside the polygon listed from the beginning and indices of points |
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227 | falling outside listed from the end. |
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228 | |
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229 | count: count of points falling inside the polygon |
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230 | |
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231 | The indices of points inside are obtained as indices[:count] |
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232 | The indices of points outside are obtained as indices[count:] |
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233 | |
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234 | |
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235 | Examples: |
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236 | U = [[0,0], [1,0], [1,1], [0,1]] #Unit square |
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237 | |
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238 | separate_points_by_polygon( [[0.5, 0.5], [1, -0.5], [0.3, 0.2]], U) |
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239 | will return the indices [0, 2, 1] and count == 2 as only the first |
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240 | and the last point are inside the unit square |
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241 | |
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242 | Remarks: |
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243 | The vertices may be listed clockwise or counterclockwise and |
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244 | the first point may optionally be repeated. |
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245 | Polygons do not need to be convex. |
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246 | Polygons can have holes in them and points inside a hole is |
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247 | regarded as being outside the polygon. |
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248 | |
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249 | Algorithm is based on work by Darel Finley, |
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250 | http://www.alienryderflex.com/polygon/ |
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251 | |
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252 | """ |
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253 | |
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254 | #Input checks |
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255 | |
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256 | |
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257 | try: |
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258 | points = ensure_numeric(points, Float) |
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259 | except NameError, e: |
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260 | raise NameError, e |
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261 | except: |
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262 | msg = 'Points could not be converted to Numeric array' |
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263 | raise msg |
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264 | |
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265 | try: |
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266 | polygon = ensure_numeric(polygon, Float) |
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267 | except NameError, e: |
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268 | raise NameError, e |
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269 | except: |
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270 | msg = 'Polygon could not be converted to Numeric array' |
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271 | raise msg |
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272 | |
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273 | assert len(polygon.shape) == 2,\ |
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274 | 'Polygon array must be a 2d array of vertices' |
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275 | |
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276 | assert polygon.shape[1] == 2,\ |
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277 | 'Polygon array must have two columns' |
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278 | |
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279 | assert len(points.shape) == 2,\ |
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280 | 'Points array must be a 2d array' |
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281 | |
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282 | assert points.shape[1] == 2,\ |
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283 | 'Points array must have two columns' |
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284 | |
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285 | N = polygon.shape[0] #Number of vertices in polygon |
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286 | M = points.shape[0] #Number of points |
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287 | |
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288 | px = polygon[:,0] |
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289 | py = polygon[:,1] |
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290 | |
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291 | #Used for an optimisation when points are far away from polygon |
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292 | minpx = min(px); maxpx = max(px) |
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293 | minpy = min(py); maxpy = max(py) |
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294 | |
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295 | |
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296 | #Begin main loop |
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297 | indices = zeros(M, Int) |
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298 | |
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299 | inside_index = 0 #Keep track of points inside |
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300 | outside_index = M-1 #Keep track of points outside (starting from end) |
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301 | |
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302 | if verbose: print 'Separating %d points' %M |
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303 | for k in range(M): |
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304 | |
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305 | if verbose: |
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306 | if k %((M+10)/10)==0: print 'Doing %d of %d' %(k, M) |
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307 | |
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308 | #for each point |
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309 | x = points[k, 0] |
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310 | y = points[k, 1] |
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311 | |
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312 | inside = False |
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313 | |
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314 | if not x > maxpx or x < minpx or y > maxpy or y < minpy: |
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315 | #Check polygon |
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316 | for i in range(N): |
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317 | j = (i+1)%N |
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318 | |
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319 | #Check for case where point is contained in line segment |
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320 | if point_on_line(x, y, px[i], py[i], px[j], py[j]): |
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321 | if closed: |
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322 | inside = True |
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323 | else: |
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324 | inside = False |
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325 | break |
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326 | else: |
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327 | #Check if truly inside polygon |
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328 | if py[i] < y and py[j] >= y or\ |
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329 | py[j] < y and py[i] >= y: |
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330 | if px[i] + (y-py[i])/(py[j]-py[i])*(px[j]-px[i]) < x: |
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331 | inside = not inside |
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332 | |
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333 | if inside: |
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334 | indices[inside_index] = k |
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335 | inside_index += 1 |
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336 | else: |
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337 | indices[outside_index] = k |
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338 | outside_index -= 1 |
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339 | |
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340 | return indices, inside_index |
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341 | |
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342 | |
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343 | def separate_points_by_polygon_c(points, polygon, |
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344 | closed = True, verbose = False): |
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345 | """Determine whether points are inside or outside a polygon |
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346 | |
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347 | C-wrapper |
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348 | """ |
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349 | |
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350 | |
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351 | if verbose: print 'Checking input to separate_points_by_polygon' |
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352 | |
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353 | |
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354 | #Input checks |
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355 | |
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356 | assert isinstance(closed, bool), 'Keyword argument "closed" must be boolean' |
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357 | assert isinstance(verbose, bool), 'Keyword argument "verbose" must be boolean' |
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358 | |
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359 | |
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360 | try: |
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361 | points = ensure_numeric(points, Float) |
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362 | except NameError, e: |
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363 | raise NameError, e |
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364 | except: |
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365 | msg = 'Points could not be converted to Numeric array' |
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366 | raise msg |
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367 | |
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368 | #if verbose: print 'Checking input to separate_points_by_polygon 2' |
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369 | try: |
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370 | polygon = ensure_numeric(polygon, Float) |
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371 | except NameError, e: |
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372 | raise NameError, e |
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373 | except: |
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374 | msg = 'Polygon could not be converted to Numeric array' |
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375 | raise msg |
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376 | |
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377 | #if verbose: print 'check' |
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378 | |
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379 | assert len(polygon.shape) == 2,\ |
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380 | 'Polygon array must be a 2d array of vertices' |
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381 | |
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382 | assert polygon.shape[1] == 2,\ |
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383 | 'Polygon array must have two columns' |
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384 | |
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385 | assert len(points.shape) == 2,\ |
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386 | 'Points array must be a 2d array' |
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387 | |
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388 | assert points.shape[1] == 2,\ |
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389 | 'Points array must have two columns' |
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390 | |
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391 | N = polygon.shape[0] #Number of vertices in polygon |
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392 | M = points.shape[0] #Number of points |
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393 | |
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394 | from polygon_ext import separate_points_by_polygon |
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395 | |
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396 | if verbose: print 'Allocating array for indices' |
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397 | |
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398 | indices = zeros( M, Int ) |
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399 | |
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400 | #if verbose: print 'Calling C-version of inside poly' |
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401 | |
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402 | count = separate_points_by_polygon(points, polygon, indices, |
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403 | int(closed), int(verbose)) |
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404 | |
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405 | if verbose: print 'Found %d points (out of %d) inside polygon'\ |
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406 | %(count, M) |
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407 | return indices, count |
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408 | |
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409 | |
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410 | def polygon_area(polygon): |
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411 | """ Determin area of arbitrary polygon |
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412 | Reference |
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413 | http://mathworld.wolfram.com/PolygonArea.html |
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414 | """ |
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415 | |
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416 | n = len(polygon) |
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417 | poly_area = 0.0 |
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418 | |
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419 | for i in range(n): |
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420 | pti = polygon[i] |
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421 | if i == n-1: |
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422 | pt1 = polygon[0] |
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423 | else: |
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424 | pt1 = polygon[i+1] |
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425 | xi = pti[0] |
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426 | yi1 = pt1[1] |
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427 | xi1 = pt1[0] |
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428 | yi = pti[1] |
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429 | poly_area += xi*yi1 - xi1*yi |
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430 | |
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431 | return abs(poly_area/2) |
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432 | |
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433 | def plot_polygons(polygons, figname, verbose=False): |
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434 | |
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435 | """ Take list of polygons and plot. |
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436 | |
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437 | Inputs: |
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438 | |
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439 | polygons - list of polygons |
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440 | |
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441 | figname - name to save figure to |
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442 | |
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443 | Outputs: |
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444 | |
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445 | - list of min and max of x and y coordinates |
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446 | - plot of polygons |
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447 | """ |
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448 | |
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449 | from pylab import ion, hold, plot, axis, figure, legend, savefig, xlabel, ylabel, title, close |
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450 | |
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451 | assert type(polygons) == list,\ |
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452 | 'input must be a list of polygons' |
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453 | |
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454 | ion() |
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455 | hold(True) |
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456 | |
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457 | minx = 1e10 |
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458 | maxx = 0.0 |
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459 | miny = 1e10 |
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460 | maxy = 0.0 |
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461 | |
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462 | for polygon in polygons: |
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463 | x, y = poly_xy(polygon) |
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464 | if min(x) < minx: minx = min(x) |
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465 | if max(x) > maxx: maxx = max(x) |
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466 | if min(y) < miny: miny = min(y) |
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467 | if max(y) > maxy: maxy = max(y) |
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468 | plot(x,y,'r-') |
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469 | xlabel('x') |
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470 | ylabel('y') |
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471 | |
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472 | savefig(figname) |
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473 | |
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474 | close('all') |
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475 | |
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476 | vec = [minx,maxx,miny,maxy] |
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477 | |
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478 | return vec |
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479 | |
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480 | def poly_xy(polygon, verbose=False): |
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481 | """ this is used within plot_polygons so need to duplicate |
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482 | the first point so can have closed polygon in plot |
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483 | """ |
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484 | |
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485 | if verbose: print 'Checking input to poly_xy' |
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486 | |
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487 | try: |
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488 | polygon = ensure_numeric(polygon, Float) |
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489 | except NameError, e: |
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490 | raise NameError, e |
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491 | except: |
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492 | msg = 'Polygon %s could not be converted to Numeric array' %(str(polygon)) |
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493 | raise msg |
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494 | |
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495 | x = polygon[:,0] |
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496 | y = polygon[:,1] |
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497 | x = concatenate((x, [polygon[0,0]]), axis = 0) |
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498 | y = concatenate((y, [polygon[0,1]]), axis = 0) |
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499 | |
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500 | return x, y |
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501 | |
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502 | # x = [] |
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503 | # y = [] |
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504 | # n = len(poly) |
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505 | # firstpt = poly[0] |
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506 | # for i in range(n): |
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507 | # thispt = poly[i] |
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508 | # x.append(thispt[0]) |
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509 | # y.append(thispt[1]) |
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510 | |
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511 | # x.append(firstpt[0]) |
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512 | # y.append(firstpt[1]) |
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513 | |
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514 | # return x, y |
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515 | |
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516 | class Polygon_function: |
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517 | """Create callable object f: x,y -> z, where a,y,z are vectors and |
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518 | where f will return different values depending on whether x,y belongs |
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519 | to specified polygons. |
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520 | |
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521 | To instantiate: |
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522 | |
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523 | Polygon_function(polygons) |
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524 | |
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525 | where polygons is a list of tuples of the form |
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526 | |
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527 | [ (P0, v0), (P1, v1), ...] |
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528 | |
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529 | with Pi being lists of vertices defining polygons and vi either |
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530 | constants or functions of x,y to be applied to points with the polygon. |
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531 | |
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532 | The function takes an optional argument, default which is the value |
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533 | (or function) to used for points not belonging to any polygon. |
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534 | For example: |
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535 | |
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536 | Polygon_function(polygons, default = 0.03) |
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537 | |
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538 | If omitted the default value will be 0.0 |
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539 | |
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540 | Note: If two polygons overlap, the one last in the list takes precedence |
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541 | |
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542 | Coordinates specified in the call are assumed to be relative to the origin (georeference) |
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543 | e.g. used by domain. By specifying the optional argument georeference, all points are made relative. |
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544 | |
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545 | FIXME: This should really work with geo_spatial point sets. |
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546 | """ |
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547 | |
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548 | def __init__(self, regions, default = 0.0, geo_reference = None): |
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549 | |
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550 | try: |
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551 | len(regions) |
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552 | except: |
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553 | msg = 'Polygon_function takes a list of pairs (polygon, value). Got %s' %polygons |
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554 | raise msg |
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555 | |
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556 | |
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557 | T = regions[0] |
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558 | try: |
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559 | a = len(T) |
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560 | except: |
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561 | msg = 'Polygon_function takes a list of pairs (polygon, value). Got %s' %polygons |
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562 | raise msg |
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563 | |
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564 | assert a == 2, 'Must have two component each: %s' %T |
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565 | |
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566 | |
---|
567 | if geo_reference is None: |
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568 | from anuga.coordinate_transforms.geo_reference import Geo_reference |
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569 | geo_reference = Geo_reference() |
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570 | |
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571 | |
---|
572 | self.default = default |
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573 | |
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574 | #Make points in polygons relative to geo_reference |
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575 | self.regions = [] |
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576 | for polygon, value in regions: |
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577 | P = geo_reference.change_points_geo_ref(polygon) |
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578 | self.regions.append( (P, value) ) |
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579 | |
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580 | |
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581 | |
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582 | |
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583 | def __call__(self, x, y): |
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584 | x = array(x).astype(Float) |
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585 | y = array(y).astype(Float) |
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586 | |
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587 | N = len(x) |
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588 | assert len(y) == N |
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589 | |
---|
590 | points = concatenate( (reshape(x, (N, 1)), |
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591 | reshape(y, (N, 1))), axis=1 ) |
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592 | |
---|
593 | if callable(self.default): |
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594 | z = self.default(x,y) |
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595 | else: |
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596 | z = ones(N, Float) * self.default |
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597 | |
---|
598 | for polygon, value in self.regions: |
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599 | indices = inside_polygon(points, polygon) |
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600 | |
---|
601 | #FIXME: This needs to be vectorised |
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602 | if callable(value): |
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603 | for i in indices: |
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604 | xx = array([x[i]]) |
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605 | yy = array([y[i]]) |
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606 | z[i] = value(xx, yy)[0] |
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607 | else: |
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608 | for i in indices: |
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609 | z[i] = value |
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610 | |
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611 | return z |
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612 | |
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613 | def read_polygon(filename,split=','): |
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614 | """Read points assumed to form a polygon. |
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615 | There must be exactly two numbers in each line separated by a comma. |
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616 | No header. |
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617 | """ |
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618 | |
---|
619 | #Get polygon |
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620 | fid = open(filename) |
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621 | lines = fid.readlines() |
---|
622 | fid.close() |
---|
623 | polygon = [] |
---|
624 | for line in lines: |
---|
625 | fields = line.split(split) |
---|
626 | polygon.append( [float(fields[0]), float(fields[1])] ) |
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627 | |
---|
628 | return polygon |
---|
629 | |
---|
630 | def populate_polygon(polygon, number_of_points, seed = None, exclude = None): |
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631 | """Populate given polygon with uniformly distributed points. |
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632 | |
---|
633 | Input: |
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634 | polygon - list of vertices of polygon |
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635 | number_of_points - (optional) number of points |
---|
636 | seed - seed for random number generator (default=None) |
---|
637 | exclude - list of polygons (inside main polygon) from where points should be excluded |
---|
638 | |
---|
639 | Output: |
---|
640 | points - list of points inside polygon |
---|
641 | |
---|
642 | Examples: |
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643 | populate_polygon( [[0,0], [1,0], [1,1], [0,1]], 5 ) |
---|
644 | will return five randomly selected points inside the unit square |
---|
645 | """ |
---|
646 | |
---|
647 | from random import uniform, seed as seed_function |
---|
648 | |
---|
649 | seed_function(seed) |
---|
650 | |
---|
651 | points = [] |
---|
652 | |
---|
653 | #Find outer extent of polygon |
---|
654 | max_x = min_x = polygon[0][0] |
---|
655 | max_y = min_y = polygon[0][1] |
---|
656 | for point in polygon[1:]: |
---|
657 | x = point[0] |
---|
658 | if x > max_x: max_x = x |
---|
659 | if x < min_x: min_x = x |
---|
660 | y = point[1] |
---|
661 | if y > max_y: max_y = y |
---|
662 | if y < min_y: min_y = y |
---|
663 | |
---|
664 | |
---|
665 | while len(points) < number_of_points: |
---|
666 | x = uniform(min_x, max_x) |
---|
667 | y = uniform(min_y, max_y) |
---|
668 | |
---|
669 | append = False |
---|
670 | if is_inside_polygon([x,y], polygon): |
---|
671 | |
---|
672 | append = True |
---|
673 | |
---|
674 | #Check exclusions |
---|
675 | if exclude is not None: |
---|
676 | for ex_poly in exclude: |
---|
677 | if is_inside_polygon([x,y], ex_poly): |
---|
678 | append = False |
---|
679 | |
---|
680 | |
---|
681 | if append is True: |
---|
682 | points.append([x,y]) |
---|
683 | |
---|
684 | return points |
---|
685 | |
---|
686 | def point_in_polygon(polygon, delta=1e-8): |
---|
687 | """Return a point inside a given polygon which will be close to the |
---|
688 | polygon edge. |
---|
689 | |
---|
690 | Input: |
---|
691 | polygon - list of vertices of polygon |
---|
692 | delta - the square root of 2 * delta is the maximum distance from the |
---|
693 | polygon points and the returned point. |
---|
694 | Output: |
---|
695 | points - a point inside polygon |
---|
696 | |
---|
697 | searches in all diagonals and up and down (not left and right) |
---|
698 | """ |
---|
699 | import exceptions |
---|
700 | class Found(exceptions.Exception): pass |
---|
701 | |
---|
702 | point_in = False |
---|
703 | while not point_in: |
---|
704 | try: |
---|
705 | for poly_point in polygon: #[1:]: |
---|
706 | for x_mult in range (-1,2): |
---|
707 | for y_mult in range (-1,2): |
---|
708 | x = poly_point[0] |
---|
709 | y = poly_point[1] |
---|
710 | if x == 0: |
---|
711 | x_delta = x_mult*delta |
---|
712 | else: |
---|
713 | x_delta = x+x_mult*x*delta |
---|
714 | |
---|
715 | if y == 0: |
---|
716 | y_delta = y_mult*delta |
---|
717 | else: |
---|
718 | y_delta = y+y_mult*y*delta |
---|
719 | |
---|
720 | point = [x_delta, y_delta] |
---|
721 | #print "point",point |
---|
722 | if is_inside_polygon(point, polygon, closed=False): |
---|
723 | raise Found |
---|
724 | except Found: |
---|
725 | point_in = True |
---|
726 | else: |
---|
727 | delta = delta*0.1 |
---|
728 | return point |
---|
729 | |
---|
730 | |
---|
731 | |
---|
732 | ############################################## |
---|
733 | #Initialise module |
---|
734 | |
---|
735 | import compile |
---|
736 | if compile.can_use_C_extension('polygon_ext.c'): |
---|
737 | from polygon_ext import point_on_line |
---|
738 | separate_points_by_polygon = separate_points_by_polygon_c |
---|
739 | |
---|
740 | |
---|
741 | if __name__ == "__main__": |
---|
742 | pass |
---|