/// <summary>
/// This method utilizes the Delaunay Triangulation.
/// </summary>
public void DelaunayTriangulation()
{
// This is here because we're going to refresh the delaunator every time
// it finishes doing the calculation.
delaunator = new Delaunator(cells.Select(
o => (IPoint) new DelaunayTriangulation.Models.Point(o.LocationCenter.X, o.LocationCenter.Y, o.GetHashCode())).ToArray());
// Process the result.
delaunator.ForEachTriangleEdge(edge => {
foreach (Cell cell in cells)
{
//if (edge.P.CellReference == cell.GetHashCode()) {
// cell.ConnectedCell.Add(cells.Single(o => o.GetHashCode() == edge.Q.CellReference).GetHashCode());
//}
//break;
// You probably don't want to do this. This is a temporary fix.
if (cell.LocationCenter.X == (int)edge.Q.X && cell.LocationCenter.Y == (int)edge.Q.Y)
{
cell.ConnectedCell.Add(edge.P.CellReference);
}
if (cell.LocationCenter.X == (int)edge.P.X && cell.LocationCenter.Y == (int)edge.P.Y)
{
cell.ConnectedCell.Add(edge.Q.CellReference);
}
}
});
}
private void BuildGalaxy()
{
var spiralPoints = SpiralPoints();
var poissonPoints = PoissonPoints();
var enumerable = poissonPoints as Vector2[] ?? poissonPoints.ToArray();
var stars = enumerable.ToPoints();
var del = new Delaunator(stars);
var delPoints = del.Points;
del.ForEachVoronoiCell(cell =>
{
// Where the hell even is the star?
var curStarPoint = delPoints[cell.Index].ToVector3();
// Return if the star is outside of the galaxy
if (OutsideGalaxy(curStarPoint, spiralPoints))
{
return;
}
// Setup the star container to hold the star, the cell around it, etc
var curStarContainer = SetupStarContainer(curStarPoint);
StarContainers.Add(curStarPoint, curStarContainer.GetComponent <StarContainer>().Setup(curStarPoint, cell));
});
}
private void RefreshDelaunator()
{
if (!IsLengthOfPointsValid || Points.Count() == delaunator?.Points.Count())
{
return;
}
delaunator = new Delaunator(Points.ToArray());
}
void SpawnCells(Delaunator delaunator, List <Vector3> cellCenters)
{
delaunator.ForEachVoronoiCell(dCell =>
{
var center = cellCenters[dCell.Index];
List <int> neighbours = GetNeighbours(dCell.Index).ToList();
Cell cell = new GameObject("Cell" + dCell.Index).AddComponent <Cell>();
cell.Init(map, dCell, center, neighbours);
});
}
private void Clear()
{
CreateNewContainers();
if (meshObject != null)
{
Destroy(meshObject);
}
delaunator = null;
}
public static IEnumerable <Poly> GetTriangles(this IEnumerable <IPoint> points)
{
var delauney = new Delaunator(points.ToArray());
var triangles = delauney.GetTriangles();
return(triangles.Select(tri => new Poly()
{
Points = tri.Points.ToPointCollection(),
Index = tri.Index
}));
}
public static IEnumerable <Poly> GetVoroni(this IEnumerable <IPoint> points)
{
var delauney = new Delaunator(points.ToArray());
var voroni = delauney.GetVoronoiCells();
return(voroni.Select(vor => new Poly()
{
Points = vor.Points.ToPointCollection(),
Index = vor.Index
}));
}
/** Add south pole back into the mesh.
*
* We run the Delaunay Triangulation on all points *except* the south
* pole, which gets mapped to infinity with the stereographic
* projection. This function adds the south pole into the
* triangulation. The Delaunator guide explains how the halfedges have
* to be connected to make the mesh work.
* <https://mapbox.github.io/delaunator/>
*
* Returns the new {triangles, halfedges} for the triangulation with
* one additional point added around the convex hull.
*/
private static void addSouthPoleToMesh(int southPoleId, Delaunator delaunator)
{
// This logic is from <https://github.com/redblobgames/dual-mesh>,
// where I use it to insert a "ghost" region on the "back" side of
// the planar map. The same logic works here. In that code I use
// "s" for edges ("sides"), "r" for regions ("points"), t for triangles
var triangles = delaunator.triangles;
var halfedges = delaunator.halfedges;
var numSides = triangles.Length;
//int s_next_s(int s) { return (s % 3 == 2) ? s - 2 : s + 1; }
int numUnpairedSides = 0, firstUnpairedSide = -1;
var pointIdToSideId = new Dictionary <int, int>(); // seed to side
for (var s = 0; s < numSides; s++)
{
if (halfedges[s] == -1)
{
numUnpairedSides++;
pointIdToSideId[triangles[s]] = s;
firstUnpairedSide = s;
}
}
var newTriangles = new int[numSides + 3 * numUnpairedSides];
var newHalfedges = new int[numSides + 3 * numUnpairedSides];
Array.Copy(triangles, newTriangles, triangles.Length);
Array.Copy(halfedges, newHalfedges, halfedges.Length);
for (int i = 0, s = firstUnpairedSide;
i < numUnpairedSides;
i++, s = pointIdToSideId[newTriangles[s_next_s(s)]])
{
// Construct a pair for the unpaired side s
var newSide = numSides + 3 * i;
newHalfedges[s] = newSide;
newHalfedges[newSide] = s;
newTriangles[newSide] = newTriangles[s_next_s(s)];
// Construct a triangle connecting the new side to the south pole
newTriangles[newSide + 1] = newTriangles[s];
newTriangles[newSide + 2] = southPoleId;
var k = numSides + (3 * i + 4) % (3 * numUnpairedSides);
newHalfedges[newSide + 2] = k;
newHalfedges[k] = newSide + 2;
}
delaunator.triangles = newTriangles;
delaunator.halfedges = newHalfedges;
}
private static void DelaunayTriangulatePoints()
{
List <IPoint> delaunatorPoints = new List <IPoint>();
foreach (Vector2 v in m_VerticesDelaunayPlane)
{
delaunatorPoints.Add(new Point(v.x, v.y));
}
Delaunator del = new Delaunator(delaunatorPoints.ToArray());
m_DelaunayTrianglesPlane = del.Triangles;
m_DelaunayTrianglesSphere = del.Triangles;
}
public static Delaunator fromPoints(List <double[]> points)
{
var coords = new double[2 * points.Count];
int i = 0;
for (int p = 0; p < points.Count; ++p)
{
coords[i++] = points[p][0];
coords[i++] = points[p][1];
}
var delauny = new Delaunator(coords);
return(delauny);
}
private void TriangulateRoom()
{
List <IPoint> points = new List <IPoint>();
foreach (var room in this.floorNodes)
{
if (room.isMain)
{
points.Add(new Point(room.rect.center.x, room.rect.center.y));
}
}
this.delaunator = new Delaunator(points.ToArray());
}
private void DrawDiagram()
{
if (!IsLengthOfPointsValid)
{
return;
}
ClearDiagram();
delaunator = new Delaunator(Points.ToArray());
DrawCircles(Points);
DrawDelaunay();
DrawVoronoi();
DrawHull();
}
private void Create()
{
if (points.Count < 3)
{
return;
}
Clear();
delaunator = new Delaunator(points.ToArray());
CreateMesh();
CreateTriangle();
CreateHull();
CreateVoronoi();
}
void Clear()
{
delaunator = null;
if (delaunayVisualsContainer != null)
{
Destroy(delaunayVisualsContainer.gameObject);
delaunayVisualsContainer = null;
}
if (voronoiVisualContainer != null)
{
Destroy(voronoiVisualContainer.gameObject);
voronoiVisualContainer = null;
}
}
public void GenerateMap(float mapSize, float delaunayRMin)
{
blueNoisePoints = UniformPoissonDiskSampler.SampleCircle(Vector2.zero, mapSize / 2, delaunayRMin);
delaunator = new Delaunator(blueNoisePoints.ToPoints());
DrawDelaunay();
DrawVoronoi();
// fill heightmap into y coordinates
cellPoints = HeightField.PerlinIsland(blueNoisePoints, mapSize, 0.1f, 0.7f, 4f, 3f, 6);
map = new Map(cellPoints.Count);
SpawnCells(delaunator, cellPoints);
var camHeight = mapSize * 0.5f / Mathf.Tan(Camera.main.fieldOfView * 0.5f * Mathf.Deg2Rad);
Camera.main.transform.position = new Vector3(0, camHeight * 1.1f, 0);
}
public static void makeSphere(int N, double jitter, int seed, out DualMesh mesh, out List <double> d)
{
var latlong = generateFibonacciSphere(N, jitter, seed);
//DebugHelper.SaveArray("generateFibonacciSphere.txt", latlong);
var r_xyz = new List <double>();
for (var r = 0; r < latlong.Count / 2; r++)
{
pushCartesianFromSpherical(r_xyz, latlong[2 * r], latlong[2 * r + 1]);
}
var r_xy = stereographicProjection(r_xyz);
//DebugHelper.SaveArray("stereographicProjection.txt", r_xy);
var delaunay = new Delaunator(r_xy.ToArray());
/* TODO: rotate an existing point into this spot instead of creating one */
r_xyz.AddRange(new double[] { 0, 0, 1 });
addSouthPoleToMesh(r_xyz.Count / 3 - 1, delaunay);
var dummy_r_vertex = new Float2[N + 1];
dummy_r_vertex[0] = new Float2(0, 0);
for (var i = 1; i < N + 1; i++)
{
dummy_r_vertex[i] = dummy_r_vertex[0];
}
mesh = new DualMesh(new Graph()
{
numBoundaryRegions = 0,
numSolidSides = delaunay.triangles.Length,
_r_vertex = dummy_r_vertex,
_triangles = delaunay.triangles,
_halfedges = delaunay.halfedges,
});
d = r_xyz;
}
public static void iiii(Vector3[] points, int start, List <int> triangles)
{
var coords = new double[points.Length * 2];
//var colors = new Color[points.Length];
for (var i = 0; i < points.Length; ++i)
{
coords[i * 2 + 0] = points[i].x;
coords[i * 2 + 1] = points[i].y;
//colors[i] = new Color(rd(), rd(), rd(), 0.382f);
}
var delauny = new Delaunator(coords);
var dts = delauny.triangles;
var n = dts.Length / 3;
for (var i = 0; i < n; ++i)
{
var tt = new List <int>();
tt.Add(dts[i * 3 + 0]);
tt.Add(dts[i * 3 + 1]);
tt.Add(dts[i * 3 + 2]);
var st = tt.ToArray();
Array.Sort(st);
var a = points[st[0]];
var b = points[st[1]];
var c = points[st[2]];
var cross = Vector3.Cross(b - a, c - a);
if (cross.z > 0)
{
triangles.AddRange(tt.Select(t => t + start));
}
}
}
public void SetPositions(Vector3[] points)
{
//舍弃距离太近的点
points = BezierCurve.duplicate(points);
var rd = Rander.makeRandFloat(Random.Next());
var coords = new double[points.Length * 2];
//var colors = new Color[points.Length];
for (var i = 0; i < points.Length; ++i)
{
coords[i * 2 + 0] = points[i].x;
coords[i * 2 + 1] = points[i].y;
//colors[i] = new Color(rd(), rd(), rd(), 0.382f);
}
var delauny = new Delaunator(coords);
var triangle = new List <int>();
var n = delauny.triangles.Length / 3;
for (var i = 0; i < n; ++i)
{
var tt = new List <int>();
tt.Add(delauny.triangles[i * 3 + 0]);
tt.Add(delauny.triangles[i * 3 + 1]);
tt.Add(delauny.triangles[i * 3 + 2]);
var st = tt.ToArray();
Array.Sort(st);
var a = points[st[0]];
var b = points[st[1]];
var c = points[st[2]];
var cross = Vector3.Cross(b - a, c - a);
if (cross.z > 0)
{
triangle.AddRange(tt);
}
}
var length = points.Length;
var pppp = new Vector3[length * 2];
Array.Copy(points, 0, pppp, 0, length);
Array.Copy(points, 0, pppp, length, length);
var nnnn = new Vector3[length * 2];
var tttt = new List <int>();
pp = points;
pd = new Vector3[pp.Length];
for (var idx0 = 0; idx0 < length; ++idx0)
{
var idx1 = (idx0 + 1) % length;
var idx2 = (idx0 - 1 + length) % length;
var p0 = points[idx0];
var p1 = points[idx1] - p0;
var p2 = points[idx2] - p0;
var aa = Utils.angle(p1.x, p1.y, p2.x, p2.y);
var normal = Quaternion.AngleAxis(aa / 2, Vector3.forward) * p1;
pd[idx0] = pp[idx0] + normal;
//pppp[idx0] += normal * 2f;
//pppp[idx0 + length] -= normal * 2f;
nnnn[idx0] = new Vector3(normal.x, normal.y, 0.682f);
nnnn[idx0 + length] = new Vector3(-normal.x, -normal.y, 0);
//跟我想象的逆时针顺序不一致,需要顺时针方向
//顶点数据是逆时针方向的，三角面顺序要顺时针
var tt = new int[] {
idx0, idx1, idx0 + length,
idx0 + length, idx1, idx1 + length
};
tttt.AddRange(tt);
}
triangle.AddRange(tttt);
tttt = triangle;
//DebugHelper.SaveArray($"{gameObject.name}.txt", delauny.triangles);
mesh = new Mesh();
mesh.vertices = pppp;
mesh.normals = nnnn;
mesh.triangles = tttt.ToArray();
mf.mesh = mesh;
SetColor(new Color(rd(), rd(), rd(), rd()));
//var render = gameObject.AddComponent<LineRenderer>();
//render.positionCount = points.Length;
//render.SetPositions(points);
//render.startWidth = 0.5f;
//render.endWidth = 0.5f;
//render.loop = true;
}
/// <summary>
/// Makes the actual mesh
/// </summary>
protected void _redraw()
{
if (lines.Count > 0)
{
Polygon = new List <DCurve3>();
foreach (Dataline ring in lines)
{
foreach (VertexLookup v in ring.VertexTable)
{
VertexTable.Add(v);
}
DCurve3 curve = new DCurve3();
curve.Vector3(ring.GetVertexPositions(), true);
Polygon.Add(curve);
}
}
MeshFilter mf = Shape.GetComponent <MeshFilter>();
MeshCollider[] mc = Shape.GetComponents <MeshCollider>();
mf.mesh = null;
Mesh mesh = new Mesh();
Mesh imesh = new Mesh();
mesh.indexFormat = UnityEngine.Rendering.IndexFormat.UInt32;
imesh.indexFormat = UnityEngine.Rendering.IndexFormat.UInt32;
Frame3f frame = new Frame3f();
Vector3[] vertices;
GeneralPolygon2d polygon2d;
Delaunator delaunator;
List <int> triangles = new List <int>();
try {
//
// Map 3d Polygon to the bext fit 2d polygon and also return the frame used for the mapping
//
polygon2d = Polygon.ToPolygon(ref frame);
//
// calculate the dalaunay triangulation of the 2d polygon
//
delaunator = new Delaunator(polygon2d.AllVerticesItr().ToPoints());
IEnumerable <Vector2d> vlist = delaunator.Points.ToVectors2d();
vertices = new Vector3[vlist.Count()];
//
// for each vertex in the dalaunay triangulatin - map back to a 3d point and also populate the vertex table
//
for (int i = 0; i < vlist.Count(); i++)
{
Vector2d v = vlist.ElementAt(i);
try {
Vector3d v1 = Polygon.AllVertexItr().Find(item => v.Distance(frame.ToPlaneUV((Vector3f)item, 2)) < 0.001);
vertices[i] = Shape.transform.InverseTransformPoint((Vector3)v1);
VertexLookup vl = VertexTable.Find(item => v1.Distance(item.Com.transform.position) < 0.001);
if (vl != null)
{
vl.pVertex = i;
}
} catch {
Debug.Log("Mesh Error");
}
}
//
// eaxtract the triangles from the delaunay triangulation
//
IEnumerable <ITriangle> tris = delaunator.GetTriangles();
for (int i = 0; i < tris.Count(); i++)
{
ITriangle tri = tris.ElementAt(i);
if (polygon2d.Contains(tri.CetIncenter()))
{
int index = 3 * i;
triangles.Add(delaunator.Triangles[index]);
triangles.Add(delaunator.Triangles[index + 1]);
triangles.Add(delaunator.Triangles[index + 2]);
}
}
} catch (Exception e) {
throw new Exception("feature is not a valid Polygon : " + e.ToString());
}
//
// build the mesh entity
//
mesh.vertices = vertices;
mesh.triangles = triangles.ToArray();
mesh.uv = BuildUVs(vertices);
mesh.RecalculateBounds();
mesh.RecalculateNormals();
imesh.vertices = mesh.vertices;
imesh.triangles = triangles.Reverse <int>().ToArray();
imesh.uv = mesh.uv;
imesh.RecalculateBounds();
imesh.RecalculateNormals();
mf.mesh = mesh;
try {
mc[0].sharedMesh = mesh;
mc[1].sharedMesh = imesh;
} catch (Exception e) {
Debug.Log(e.ToString());
}
}
public void GlobalSetup()
{
points = distribution.GetPoints(Type, Count).ToArray();
delaunator = new Delaunator(points);
}
public Voronoi(Delaunator delaunay, List <double[]> points, int pointsN)
{
var triangles = delaunay.triangles;
var numSides = triangles.Length;
var numTriangles = numSides / 3;
cells = new Cells()//数组大小为区域数
{
v = new int[pointsN][],
c = new int[pointsN][],
b = new bool[pointsN],
//i = new int[numTriangles][],
};
vertices = new Vertices()//数组大小为三角数
{
p = new double[numTriangles][],
v = new int[numTriangles][],
c = new int[numTriangles][],
};
List <int> edgesAroundPoint(int start)
{
var result = new List <int>();
var incoming = start;
do
{
result.Add(incoming);
var outgoing = nextHalfedge(incoming);
incoming = delaunay.halfedges[outgoing];
} while (incoming != -1 && incoming != start && result.Count < 20);
return(result);
}
int[] pointsOfTriangle(int t)
{
return(edgesOfTriangle(t).Select(s => triangles[s]).ToArray());
}
double[] triangleCenter(int t)
{
var vertices = pointsOfTriangle(t).Select(p => points[p]).ToArray();
return(circumcenter(vertices[0], vertices[1], vertices[2]));
}
int[] trianglesAdjacentToTriangle(int t)
{
var edges = edgesOfTriangle(t);
return(edges.Select((edge, index) =>
{
var opposite = delaunay.halfedges[edge];
return triangleOfEdge(opposite);
}).ToArray());
}
for (var e = 0; e < numSides; ++e)
{
var p = triangles[nextHalfedge(e)];
//if (p >= pointsN) Debug.Log($"e:{e} p:{p} >= pointsN:{pointsN}");
//if (cells.c[p] != null) Debug.Log($"e:{e} cells.c[p] != null");
if (p < pointsN && cells.c[p] == null)
{
var edges = edgesAroundPoint(e);
// cell: adjacent vertex
cells.v[p] = edges.Select(s => triangleOfEdge(s)).ToArray();
// cell: adjacent valid cells
cells.c[p] = edges.Select(s => triangles[s]).Where(c => c < pointsN).ToArray();
// cell: is border
cells.b[p] = edges.Count > cells.c[p].Length ? true : false;
}
var t = triangleOfEdge(e);// numSides/3
//if (vertices.p[t] != null) Debug.Log($"e:{e} t:{t} vertices.p[t] != null");
if (vertices.p[t] == null)
{
// vertex: coordinates
vertices.p[t] = triangleCenter(t);
// vertex: adjacent vertices
vertices.v[t] = trianglesAdjacentToTriangle(t);
// vertex: adjacent cells
vertices.c[t] = pointsOfTriangle(t);
}
}
}