Created
December 27, 2012 04:26
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Generate dotmap tiles
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/* I, Brandon Martin-Anderson, release this into the public domain or whatever. */ | |
BufferedReader reader; | |
double ll, bb, rr, tt; | |
float A = 1000.0; | |
GlobalMercator proj = new GlobalMercator(); | |
class PersonPoint { | |
double x, y; | |
String quadnode; | |
PersonPoint(String row) { | |
String[] fields = split(row, ","); | |
this.x = Double.parseDouble(fields[0])/A; | |
this.y = Double.parseDouble(fields[1])/A; | |
this.quadnode = fields[2]; | |
} | |
void draw(PGraphics pg) { | |
pg.point((float)this.x, (float)this.y); | |
} | |
} | |
ArrayList people; | |
float pointWeight(int level) { | |
switch(level) { | |
case 4: | |
return 0.05333; | |
case 5: | |
return 0.08; | |
case 6: | |
return 0.12; | |
case 7: | |
return 0.18; | |
case 8: | |
return 0.27; | |
case 9: | |
return 0.405; | |
case 10: | |
return 0.6075; | |
case 11: | |
return 0.91125; | |
case 12: | |
return 1.366875; | |
case 13: | |
return 2.0503125; | |
case 14: | |
return 3.07546875; | |
case 15: | |
return 4.61320312; | |
case 16: | |
return 6.9198046; | |
case 17: | |
return 10.37970; | |
default: | |
return 0.0; | |
} | |
} | |
void setup() { | |
size(512, 512, P2D); | |
smooth(); | |
String[] zoomlevels = loadStrings("zoomlevel"); | |
for ( int i=0; i<zoomlevels.length; i++ ) { | |
int level = int(zoomlevels[i]); | |
println( "loading..." ); | |
reader = createReader("people.csv"); | |
try { | |
String line; | |
String quadkey = ""; | |
PGraphics pg = null; | |
PVector tms_tile = null; | |
int rown = 0; | |
while (true) { | |
line = reader.readLine(); | |
if (line==null || line.length()==0) { | |
println( "file done" ); | |
break; | |
} | |
rown += 1; | |
if( rown%100000==0 ){ | |
println( rown ); | |
} | |
String[] fields = split(line, ","); | |
float px = float(fields[0])/A; | |
float py = float(fields[1])/A; | |
String newQuadkey = fields[2].substring(0, level); | |
// //only print out this quad: | |
// if( !newQuadkey.substring(0,12).equals("032010110132") ){ | |
// continue; | |
// } | |
if ( !newQuadkey.equals( quadkey ) ) { | |
//finish up the last tile | |
if (pg!=null) { | |
pg.endDraw(); | |
PVector gtile = proj.GoogleTile((int)tms_tile.x, (int)tms_tile.y, level); | |
pg.save( "tiles/"+level+"/"+int(gtile.x)+"/"+int(gtile.y)+".png" ); | |
println( "done" ); | |
} | |
quadkey = newQuadkey; | |
PVector google_tile = proj.QuadKeyToTileXY( newQuadkey ); | |
tms_tile = proj.GoogleTile( (int)google_tile.x, (int)google_tile.y, level ); | |
println( level+" "+tms_tile.x+" "+tms_tile.y ); | |
pg = createGraphics(512, 512, P2D); | |
pg.beginDraw(); | |
pg.smooth(); | |
PVector[] bounds = proj.TileBounds( (int)tms_tile.x, (int)tms_tile.y, level ); | |
float tile_ll = bounds[0].x/A; | |
float tile_bb = bounds[0].y/A; | |
float tile_rr = bounds[1].x/A; | |
float tile_tt = bounds[1].y/A; | |
double xscale = width/(tile_rr-tile_ll); | |
double yscale = width/(tile_tt-tile_bb); | |
float scale = min((float)xscale, (float)yscale); | |
pg.scale(scale, -scale); | |
pg.translate(-(float)tile_ll, -(float)tile_tt); | |
pg.strokeWeight(pointWeight(level)); | |
pg.background(255); | |
} | |
pg.point(px, py); | |
} | |
if (pg!=null) { | |
pg.endDraw(); | |
PVector gtile = proj.GoogleTile((int)tms_tile.x, (int)tms_tile.y, level); | |
pg.save( "tiles/"+level+"/"+int(gtile.x)+"/"+int(gtile.y)+".png" ); | |
println( "done" ); | |
} | |
} | |
catch (IOException e) { | |
//e.printStackTrace(); | |
} | |
} | |
} | |
void draw() { | |
} |
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/* I, Brandon Martin-Anderson, release this into the public domain or whatever, unless I'm not allowed to, because it's actually a Java port of something I found here: http://www.maptiler.org/google-maps-coordinates-tile-bounds-projection/ */ | |
class GlobalMercator { | |
// TMS Global Mercator Profile | |
// --------------------------- | |
// | |
// Functions necessary for generation of tiles in Spherical Mercator projection, | |
// EPSG:900913 (EPSG:gOOglE, Google Maps Global Mercator), EPSG:3785, OSGEO:41001. | |
// | |
// Such tiles are compatible with Google Maps, Microsoft Virtual Earth, Yahoo Maps, | |
// UK Ordnance Survey OpenSpace API, ... | |
// and you can overlay them on top of base maps of those web mapping applications. | |
// | |
// Pixel and tile coordinates are in TMS notation (origin [0,0] in bottom-left). | |
// | |
// What coordinate conversions do we need for TMS Global Mercator tiles:: | |
// | |
// LatLon <-> Meters <-> Pixels <-> Tile | |
// | |
// WGS84 coordinates Spherical Mercator Pixels in pyramid Tiles in pyramid | |
// lat/lon XY in metres XY pixels Z zoom XYZ from TMS | |
// EPSG:4326 EPSG:900913 | |
// .----. --------- -- TMS | |
// \ / | | /--------/ QuadTree | |
// ----- --------- /------------/ | |
// KML, public WebMapService Web Clients TileMapService | |
// | |
// What is the coordinate extent of Earth in EPSG:900913? | |
// | |
// [-20037508.342789244, -20037508.342789244, 20037508.342789244, 20037508.342789244] | |
// Constant 20037508.342789244 comes from the circumference of the Earth in meters, | |
// which is 40 thousand kilometers, the coordinate origin is in the middle of extent. | |
// In fact you can calculate the constant as: 2 * math.pi * 6378137 / 2.0 | |
// $ echo 180 85 | gdaltransform -s_srs EPSG:4326 -t_srs EPSG:900913 | |
// Polar areas with abs(latitude) bigger then 85.05112878 are clipped off. | |
// | |
// What are zoom level constants (pixels/meter) for pyramid with EPSG:900913? | |
// | |
// whole region is on top of pyramid (zoom=0) covered by 256x256 pixels tile, | |
// every lower zoom level resolution is always divided by two | |
// initialResolution = 20037508.342789244 * 2 / 256 = 156543.03392804062 | |
// | |
// What is the difference between TMS and Google Maps/QuadTree tile name convention? | |
// | |
// The tile raster itself is the same (equal extent, projection, pixel size), | |
// there is just different identification of the same raster tile. | |
// Tiles in TMS are counted from [0,0] in the bottom-left corner, id is XYZ. | |
// Google placed the origin [0,0] to the top-left corner, reference is XYZ. | |
// Microsoft is referencing tiles by a QuadTree name, defined on the website: | |
// http://msdn2.microsoft.com/en-us/library/bb259689.aspx | |
// | |
// The lat/lon coordinates are using WGS84 datum, yeh? | |
// | |
// Yes, all lat/lon we are mentioning should use WGS84 Geodetic Datum. | |
// Well, the web clients like Google Maps are projecting those coordinates by | |
// Spherical Mercator, so in fact lat/lon coordinates on sphere are treated as if | |
// the were on the WGS84 ellipsoid. | |
// | |
// From MSDN documentation: | |
// To simplify the calculations, we use the spherical form of projection, not | |
// the ellipsoidal form. Since the projection is used only for map display, | |
// and not for displaying numeric coordinates, we don't need the extra precision | |
// of an ellipsoidal projection. The spherical projection causes approximately | |
// 0.33 percent scale distortion in the Y direction, which is not visually noticable. | |
// | |
// How do I create a raster in EPSG:900913 and convert coordinates with PROJ.4? | |
// | |
// You can use standard GIS tools like gdalwarp, cs2cs or gdaltransform. | |
// All of the tools supports -t_srs 'epsg:900913'. | |
// | |
// For other GIS programs check the exact definition of the projection: | |
// More info at http://spatialreference.org/ref/user/google-projection/ | |
// The same projection is degined as EPSG:3785. WKT definition is in the official | |
// EPSG database. | |
// | |
// Proj4 Text: | |
// +proj=merc +a=6378137 +b=6378137 +lat_ts=0.0 +lon_0=0.0 +x_0=0.0 +y_0=0 | |
// +k=1.0 +units=m +nadgrids=@null +no_defs | |
// | |
// Human readable WKT format of EPGS:900913: | |
// PROJCS["Google Maps Global Mercator", | |
// GEOGCS["WGS 84", | |
// DATUM["WGS_1984", | |
// SPHEROID["WGS 84",6378137,298.2572235630016, | |
// AUTHORITY["EPSG","7030"]], | |
// AUTHORITY["EPSG","6326"]], | |
// PRIMEM["Greenwich",0], | |
// UNIT["degree",0.0174532925199433], | |
// AUTHORITY["EPSG","4326"]], | |
// PROJECTION["Mercator_1SP"], | |
// PARAMETER["central_meridian",0], | |
// PARAMETER["scale_factor",1], | |
// PARAMETER["false_easting",0], | |
// PARAMETER["false_northing",0], | |
// UNIT["metre",1, | |
// AUTHORITY["EPSG","9001"]]] | |
int tileSize=256; | |
float initialResolution; | |
float originShift; | |
GlobalMercator() { | |
//Initialize the TMS Global Mercator pyramid" | |
this.initialResolution = 2 * PI * 6378137 / this.tileSize; | |
//156543.03392804062 for tileSize 256 pixels | |
this.originShift = 2 * PI * 6378137 / 2.0; | |
//20037508.342789244 | |
} | |
PVector LatLonToMeters(float lat, float lon ) { | |
//"Converts given lat/lon in WGS84 Datum to XY in Spherical Mercator EPSG:900913" | |
float mx = lon * this.originShift / 180.0; | |
float my = log( tan((90 + lat) * PI / 360.0 )) / (PI / 180.0); | |
my = my * this.originShift / 180.0; | |
return new PVector(mx, my); | |
} | |
PVector MetersToLatLon(float mx, float my ) { | |
//"Converts XY point from Spherical Mercator EPSG:900913 to lat/lon in WGS84 Datum" | |
float lon = (mx / this.originShift) * 180.0; | |
float lat = (my / this.originShift) * 180.0; | |
lat = 180 / PI * (2 * atan( exp( lat * PI / 180.0)) - PI / 2.0); | |
return new PVector(lat, lon); | |
} | |
PVector PixelsToMeters(float px, float py, int zoom) { | |
//"Converts pixel coordinates in given zoom level of pyramid to EPSG:900913" | |
float res = this.Resolution( zoom ); | |
float mx = px * res - this.originShift; | |
float my = py * res - this.originShift; | |
return new PVector(mx, my); | |
} | |
PVector MetersToPixels(float mx, float my, int zoom) { | |
//"Converts EPSG:900913 to pyramid pixel coordinates in given zoom level" | |
float res = this.Resolution( zoom ); | |
float px = (mx + this.originShift) / res; | |
float py = (my + this.originShift) / res; | |
return new PVector( px, py ); | |
} | |
PVector PixelsToTile( float px, float py) { | |
//"Returns a tile covering region in given pixel coordinates" | |
int tx = int( ceil( px / float(this.tileSize) ) - 1 ); | |
int ty = int( ceil( py / float(this.tileSize) ) - 1 ); | |
return new PVector(tx, ty); | |
} | |
PVector PixelsToRaster(float px, float py, int zoom) { | |
//"Move the origin of pixel coordinates to top-left corner" | |
int mapSize = this.tileSize << zoom; | |
return new PVector( px, mapSize - py ); | |
} | |
PVector MetersToTile(float mx, float my, int zoom) { | |
//"Returns tile for given mercator coordinates" | |
PVector pp = this.MetersToPixels( mx, my, zoom); | |
return this.PixelsToTile( pp.x, pp.y ); | |
} | |
PVector[] TileBounds(int tx, int ty, int zoom) { | |
//"Returns bounds of the given tile in EPSG:900913 coordinates" | |
PVector ll = this.PixelsToMeters( tx*this.tileSize, ty*this.tileSize, zoom ); | |
PVector ur = this.PixelsToMeters( (tx+1)*this.tileSize, (ty+1)*this.tileSize, zoom ); | |
PVector[] ret = new PVector[2]; | |
ret[0]=ll; | |
ret[1]=ur; | |
return ret; | |
} | |
// def TileLatLonBounds(self, tx, ty, zoom ): | |
// "Returns bounds of the given tile in latutude/longitude using WGS84 datum" | |
// | |
// bounds = self.TileBounds( tx, ty, zoom) | |
// minLat, minLon = self.MetersToLatLon(bounds[0], bounds[1]) | |
// maxLat, maxLon = self.MetersToLatLon(bounds[2], bounds[3]) | |
// | |
// return ( minLat, minLon, maxLat, maxLon ) | |
float Resolution( int zoom ) { | |
//"Resolution (meters/pixel) for given zoom level (measured at Equator)" | |
//# return (2 * math.pi * 6378137) / (self.tileSize * 2**zoom) | |
return this.initialResolution / (pow(2, zoom)); | |
} | |
// def ZoomForPixelSize(self, pixelSize ): | |
// "Maximal scaledown zoom of the pyramid closest to the pixelSize." | |
// | |
// for i in range(30): | |
// if pixelSize > self.Resolution(i): | |
// return i-1 if i!=0 else 0 # We don't want to scale up | |
// | |
PVector GoogleTile(int tx, int ty, int zoom) { | |
//"Converts TMS tile coordinates to Google Tile coordinates" | |
// coordinate origin is moved from bottom-left to top-left corner of the extent | |
return new PVector(tx, (pow(2, zoom) - 1) - ty); | |
} | |
// | |
// def QuadTree(self, tx, ty, zoom ): | |
// "Converts TMS tile coordinates to Microsoft QuadTree" | |
// | |
// quadKey = "" | |
// ty = (2**zoom - 1) - ty | |
// for i in range(zoom, 0, -1): | |
// digit = 0 | |
// mask = 1 << (i-1) | |
// if (tx & mask) != 0: | |
// digit += 1 | |
// if (ty & mask) != 0: | |
// digit += 2 | |
// quadKey += str(digit) | |
// | |
// return quadKey | |
PVector QuadKeyToTileXY(String quadKey) | |
{ | |
int tileX; | |
int tileY; | |
int levelOfDetail; | |
tileX = tileY = 0; | |
levelOfDetail = quadKey.length(); | |
for (int i = levelOfDetail; i > 0; i--) | |
{ | |
int mask = 1 << (i - 1); | |
switch (quadKey.charAt(levelOfDetail - i)) | |
{ | |
case '0': | |
break; | |
case '1': | |
tileX |= mask; | |
break; | |
case '2': | |
tileY |= mask; | |
break; | |
case '3': | |
tileX |= mask; | |
tileY |= mask; | |
break; | |
} | |
} | |
return new PVector(tileX,tileY,levelOfDetail); | |
} | |
} |
Presumably his zoomlevel file looks something like:
4
5
6
loadStrings loads one line per file into a Strings array; level is used as int level = int(zoomlevels[i]);, and is used in 'substring' later to pull out the first n bytes of the quadkey.
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Hi, me again! Can you post an example of your "zoomlevel" file?