1 | <?php |
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2 | |
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3 | function cluster_area_compare( &$a, &$b ) |
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4 | { |
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5 | $aa = bounds_lat_range($a->bounds) * bounds_lon_range($a->bounds); |
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6 | $ab = bounds_lat_range($b->bounds) * bounds_lon_range($b->bounds); |
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7 | return -$aa+$ab; // biggest first |
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8 | } |
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9 | |
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10 | final class Cluster |
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11 | { |
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12 | public $bounds; |
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13 | public $items; |
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14 | |
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15 | function __construct($b = array(), $i = array()) |
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16 | { |
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17 | $this->bounds = $b; |
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18 | $this->items = $i; |
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19 | } |
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20 | } |
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21 | |
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22 | class ClusterMaker |
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23 | { |
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24 | private $_image_map; |
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25 | private $_image_ranks; |
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26 | |
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27 | var $bounds; |
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28 | var $debug_str; |
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29 | |
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30 | function make_clusters($images, $maxLatPrecision, $maxLonPrecision, $maxNbMarkers) |
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31 | { |
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32 | $this->_image_map = $images; |
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33 | $this->_image_ranks = array(); |
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34 | $this->debug_str = ''; |
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35 | |
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36 | $start = get_moment(); |
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37 | $total_iterations = 0; |
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38 | $total_generations = 0; |
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39 | |
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40 | $this->bounds = array(); |
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41 | foreach($images as $img) |
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42 | $this->bounds = bounds_add($this->bounds, $img['lat'], $img['lon'] ); |
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43 | |
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44 | $pending_split = array( new Cluster($this->bounds, array_keys($this->_image_map) ) ); |
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45 | $result = array(); |
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46 | |
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47 | while ( count($pending_split) ) |
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48 | { |
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49 | $total_generations++; |
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50 | $next_level_to_split = array(); |
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51 | while ( count($pending_split) ) |
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52 | { |
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53 | $current = array_shift( $pending_split ); |
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54 | $splitted = $this->_split_cluster($current, $maxLatPrecision, $maxLonPrecision ); |
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55 | if ( count($splitted)>1 ) |
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56 | { |
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57 | /*echo('splitted: ' . var_export($current['bounds'],true). ' in '. count($splitted)."\n" ); |
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58 | foreach( $splitted as $k => $split ) |
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59 | echo("sub $k: " . var_export($split['bounds'],true)."\n" );*/ |
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60 | $total_iterations += count($current->items); |
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61 | $next_level_to_split = array_merge($next_level_to_split, $splitted ); |
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62 | if ( count($result)+count($pending_split)+count($next_level_to_split) >= $maxNbMarkers ) |
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63 | { |
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64 | $result = array_merge($result, $pending_split, $next_level_to_split ); |
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65 | $pending_split = $next_level_to_split = array(); |
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66 | break; |
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67 | } |
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68 | } |
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69 | else |
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70 | array_push( $result, $current ); |
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71 | } |
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72 | $pending_split = $next_level_to_split; |
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73 | usort( $pending_split, 'cluster_area_compare' ); |
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74 | } |
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75 | |
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76 | $merged = $this->_try_merge_clusters( $result, $maxLatPrecision, $maxLonPrecision ); |
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77 | $this->debug_str = get_elapsed_time($start, get_moment()) .' gen:'.$total_generations.' alg:'.count($this->_image_map).'+'.$total_iterations; |
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78 | if ($merged) |
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79 | $this->debug_str .= " merged:$merged"; |
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80 | $this->_image_map = null; |
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81 | return $result; |
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82 | } |
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83 | |
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84 | function _try_merge_clusters(&$clusters, $maxLatPrecision, $maxLonPrecision) |
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85 | { |
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86 | $ret = 0; |
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87 | for ($i=0; $i<count($clusters)-1; $i++) |
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88 | { |
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89 | $ci = bounds_center( $clusters[$i]->bounds ); |
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90 | for ($j=$i+1; $j<count($clusters); $j++) |
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91 | { |
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92 | $cj = bounds_center( $clusters[$j]->bounds ); |
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93 | $rlat = abs($ci['lat']-$cj['lat']) / $maxLatPrecision; |
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94 | $rlon = abs($ci['lon']-$cj['lon']) / $maxLonPrecision; |
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95 | if ( $rlat<1 && $rlon<1 |
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96 | && $rlat+$rlon<1.1) |
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97 | { |
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98 | //print_r( "i=$i; j=$j \n"); var_export( $clusters[$i]['bounds'] ); var_export( $clusters[$j]['bounds'] ); |
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99 | $clusters[$i]->items = array_merge( $clusters[$i]->items, $clusters[$j]->items ); |
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100 | if ( empty($this->_image_ranks) ) |
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101 | $this->_image_ranks = array_flip( array_keys($this->_image_map) ); |
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102 | usort( $clusters[$i]->items, array($this, '_image_rank_compare') ); |
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103 | $clusters[$i]->bounds = bounds_union($clusters[$i]->bounds, $clusters[$j]->bounds ); |
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104 | array_splice( $clusters, $j, 1); |
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105 | $j--; |
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106 | $ci = bounds_center( $clusters[$i]->bounds ); |
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107 | $ret++; |
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108 | } |
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109 | } |
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110 | } |
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111 | return $ret; |
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112 | } |
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113 | |
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114 | function _image_rank_compare($a, $b) |
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115 | { |
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116 | return $this->_image_ranks[$a] - $this->_image_ranks[$b]; |
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117 | } |
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118 | |
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119 | function _split_cluster($cluster, $maxLatPrecision, $maxLonPrecision) |
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120 | { |
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121 | $latRange = bounds_lat_range($cluster->bounds); |
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122 | $lonRange = bounds_lon_range($cluster->bounds); |
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123 | |
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124 | $lat_nb_tiles = max( 1, $latRange/$maxLatPrecision ); |
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125 | $lon_nb_tiles = max( 1, $lonRange/$maxLonPrecision ); |
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126 | //echo('lat_nb '.$lat_nb_tiles.' lon_nb '.$lon_nb_tiles."\n"); |
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127 | if ($lat_nb_tiles<2 and $lon_nb_tiles<2) |
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128 | return array(); |
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129 | |
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130 | $ll_tile_factor = $lat_nb_tiles/$lon_nb_tiles; |
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131 | |
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132 | if ($ll_tile_factor > 3) |
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133 | { // 1x3 |
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134 | $lat_step = $latRange/3; |
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135 | $lon_step = $lonRange; |
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136 | } |
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137 | elseif ($ll_tile_factor < 1/3) |
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138 | { // 3x1 |
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139 | $lat_step = $latRange; |
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140 | $lon_step = $lonRange/3; |
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141 | } |
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142 | elseif ($ll_tile_factor > 2) |
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143 | { // 2x3 |
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144 | $lat_step = max( $latRange/3, $maxLatPrecision ); |
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145 | $lon_step = max( $lonRange/2, $maxLonPrecision ); |
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146 | } |
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147 | elseif ($ll_tile_factor < 1/2) |
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148 | { // 3x2 |
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149 | $lat_step = max( $latRange/2, $maxLatPrecision ); |
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150 | $lon_step = max( $lonRange/3, $maxLonPrecision ); |
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151 | } |
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152 | else |
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153 | { // 3x3 |
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154 | $lat_step = max( $latRange/3, $maxLatPrecision ); |
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155 | $lon_step = max( $lonRange/3, $maxLonPrecision ); |
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156 | } |
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157 | |
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158 | if ( $cluster->bounds['count'] > 200 ) |
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159 | { |
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160 | if ($lat_step>4*$maxLatPrecision) $lat_step = $lat_step/2; |
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161 | if ($lon_step>4*$maxLonPrecision) $lon_step = $lon_step/2; |
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162 | } |
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163 | |
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164 | $lat_step += 1e-7; |
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165 | $lon_step += 1e-7; |
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166 | //echo ( "$lat_step $latRange x $lon_step $lonRange tiles $lat_nb_tiles x $lon_nb_tiles\n" ); |
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167 | |
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168 | $lon_nb_tiles = ceil( $lonRange / $lon_step ); |
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169 | |
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170 | $clusters = array(); |
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171 | foreach ( $cluster->items as $id ) |
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172 | { |
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173 | $lon = $this->_image_map[$id]['lon']; |
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174 | $lat = $this->_image_map[$id]['lat']; |
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175 | |
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176 | $idx_lon = floor ( ( $lon - $cluster->bounds['w'] ) / $lon_step ); |
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177 | $idx_lat = floor ( ( $lat - $cluster->bounds['s'] ) / $lat_step ); |
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178 | |
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179 | $idx = $lon_nb_tiles * $idx_lat + $idx_lon; |
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180 | |
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181 | if ( !isset($clusters[$idx]) ) |
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182 | { |
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183 | $clusters[$idx] = new Cluster(); |
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184 | } |
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185 | array_push( $clusters[$idx]->items, $id ); |
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186 | $clusters[$idx]->bounds = bounds_add( $clusters[$idx]->bounds , $lat, $lon ); |
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187 | } |
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188 | return $clusters; |
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189 | } |
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190 | } |
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191 | |
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192 | ?> |
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