轉自: https://www.giserdqy.com/database/postgresql/25838/算法
對於大範圍矢量數據,因爲類型衆多範圍普遍每每數據量極大,加載渲染會形成平臺卡頓。所以對矢量數據進行四叉樹索引切片能夠高效加載當前區域矢量,提升效率。sql
常見的矢量數據爲shapefile,能夠經過GDAL讀取shp範圍進行四叉樹劃分,構建某一層級瓦塊。json
如下爲C#調用GDAL進行矢量四叉樹切片算法:dom
struct TileStructure { public int level; public int x; public int y; public OSGeo.OGR.Geometry extentPolygon; public string path; public OSGeo.OGR.DataSource ds; public OSGeo.OGR.Layer layer; }
public class VectorTileTool { List<TileStructure> tiles; public VectorTileTool() { } public bool SeprateShpLayer(string sourcePath, string resultFolder, int level) { OSGeo.GDAL.Gdal.SetConfigOption("SHAPE_ENCODING", ""); OSGeo.OGR.Ogr.RegisterAll(); OSGeo.OGR.Driver dr = OSGeo.OGR.Ogr.GetDriverByName("ESRI shapefile"); if (dr == null) { return false; } OSGeo.OGR.DataSource ds = dr.Open(sourcePath, 0); int layerCount = ds.GetLayerCount(); OSGeo.OGR.Layer layer = ds.GetLayerByIndex(0); //投影信息 OSGeo.OSR.SpatialReference coord = layer.GetSpatialRef(); string coordString; coord.ExportToWkt(out coordString); //地理範圍 Envelope layerEx = new Envelope(); layer.GetExtent(layerEx, 0); ////若是瓦塊數據存在,所有刪除 //if (Directory.Exists(resultFolder)) //{ // Directory.Delete(resultFolder,true); //} //建立文件夾 Directory.CreateDirectory(resultFolder + "\\JSON\\"); //針對本項目,劃分第16級,根據地理範圍求出瓦片 int y0 = Convert.ToInt32((90 - layerEx.MaxY) * Math.Pow(2, level)/180.0); int x0 = Convert.ToInt32((180 + layerEx.MinX) * Math.Pow(2, level)/180.0); int y1 = Convert.ToInt32((90 - layerEx.MinY) * Math.Pow(2, level) / 180.0); int x1 = Convert.ToInt32((180 + layerEx.MaxX) * Math.Pow(2, level) / 180.0); //20160621 ZXQ 建立層行列配置文件 string filePath = resultFolder + "\\JSON\\" + "\\tile.txt"; FileStream fs = new FileStream(filePath, FileMode.CreateNew); StreamWriter sw = new StreamWriter(fs); //寫入層行列 sw.Write(level.ToString()); sw.Write(","); sw.Write(x0.ToString()); sw.Write(","); sw.Write(x1.ToString()); sw.Write(","); sw.Write(y0.ToString()); sw.Write(","); sw.Write(y1.ToString()); sw.Write(","); sw.Write("json"); sw.Flush(); sw.Close(); fs.Close(); tiles = new List<TileStructure>(); for (int x =x0;x<=x1;x++) { for (int y=y0;y<=y1;y++) { TileStructure tile; tile.level = level; tile.x = x; tile.y = y; double lonMin = -180 + 180 / (Math.Pow(2, level)) * x; double lonMax = -180 + 180 / (Math.Pow(2, level)) * (x + 1); double latMax = 90 - 180 / (Math.Pow(2, level)) * y; double latMin = 90 - 180 / (Math.Pow(2, level)) * (y + 1); tile.extentPolygon = new OSGeo.OGR.Geometry(OSGeo.OGR.wkbGeometryType.wkbPolygon); OSGeo.OGR.Geometry geo = new OSGeo.OGR.Geometry(OSGeo.OGR.wkbGeometryType.wkbLinearRing); geo.AddPoint(lonMin,latMax,0); geo.AddPoint(lonMax, latMax, 0); geo.AddPoint(lonMin, latMin, 0); geo.AddPoint(lonMax, latMin, 0); tile.extentPolygon.AddGeometryDirectly(geo); tile.extentPolygon.CloseRings(); //建立空shp文件 string tileFolder = resultFolder + "\\SHP\\" + level.ToString() + "\\" + x.ToString(); string fileName = y.ToString() + ".shp"; string tilePath = tileFolder + "\\" + fileName; if (!Directory.Exists(tileFolder)) { Directory.CreateDirectory(tileFolder); } tile.path = tilePath; tile.ds = dr.CreateDataSource(tilePath, null); tile.layer = tile.ds.CreateLayer("house", coord, OSGeo.OGR.wkbGeometryType.wkbPolygon, null); FieldDefn fd = new FieldDefn("HEIGHT", FieldType.OFTReal); tile.layer.CreateField(fd,1); tiles.Add(tile); Console.WriteLine("建立第{0}層第{1}行第{2}列瓦塊空shapefile數據", level, x, y); } } OSGeo.OGR.Feature feat; //讀取shp文件 while ((feat = layer.GetNextFeature()) != null) { int id = feat.GetFID(); OSGeo.OGR.Geometry geometry = feat.GetGeometryRef(); OSGeo.OGR.wkbGeometryType goetype = geometry.GetGeometryType(); if (goetype != wkbGeometryType.wkbPolygon) { continue; } geometry.CloseRings(); //隨機樓層3-15層 Random random = new Random(); double height = random.Next(3,15)*3;// feat.GetFieldAsDouble("房屋層數") * 3; for (int i = 0; i < tiles.Count;i++ ) { TileStructure tile = tiles[i]; //若是瓦片與要素相交,則將要素放入該瓦片 if (tile.extentPolygon.Intersect(geometry)) { OSGeo.OGR.Feature poFeature = new Feature(tile.layer.GetLayerDefn()); poFeature.SetField(0, height.ToString()); poFeature.SetGeometry(geometry); tile.layer.CreateFeature(poFeature); Console.WriteLine("寫入第{0}個要素入shp", id); } } } return true; } }
----------------------完-------------------------------post