Merge pull request #7 from coryleach/dev

Updated RNG and testing out Wave function collapse methods

Author: coryleach

Demo/Demo-URP.unitypackage

@@ -17,15 +17,15 @@ Library of utilitities for procedural generation
 #### Using UnityPackageManager (for Unity 2019.3 or later)
 Open the package manager window (menu: Window > Package Manager)<br/>
 Select "Add package from git URL...", fill in the pop-up with the following link:<br/>
-https://github.com/coryleach/UnityProcgen.git#0.0.7<br/>
+https://github.com/coryleach/UnityProcgen.git#0.0.8<br/>
 
 #### Using UnityPackageManager (for Unity 2019.1 or later)
 
 Find the manifest.json file in the Packages folder of your project and edit it to look like this:
 ```js
 {
   "dependencies": {
-    "com.gameframe.procgen": "https://github.com/coryleach/UnityProcgen.git#0.0.7",
+    "com.gameframe.procgen": "https://github.com/coryleach/UnityProcgen.git#0.0.8",
     ...
   },
 }

README.md

@@ -16,8 +16,11 @@ public interface IRandomNumberGenerator
         float NextFloatZeroToOne();
         float NextFloatNegOneToOne();
         float NextFloatRange(float min, float max);
+        double NextDoubleZeroToOne();
+        double NextDoubleNegOneToOne();
+        double NextDoubleRange(double min, double max);
         bool RollChance(float probabilityOfReturningTrue);
         Vector2 NextDirection2D();
         Vector3 NextDirection3D();
     }
-}
+}

Runtime/Utility/IRandomNumberGenerator.cs

@@ -52,7 +52,18 @@ public static class Noise
       return map;
     }
 
-    private static float FalloffCurve(float value, float a = 3, float b = 2.2f)
+    public static float GenerateFalloffPoint(int x, int y, int width, int height, float a = 3f, float b = 2.2f, Vector2 offset = default)
+    {
+      var x2 = x + Mathf.RoundToInt(width * offset.x);
+      var y2 = y + Mathf.RoundToInt(height * offset.y);
+
+      var valueY = (y2 + 0.5f) / (float) height * 2 - 1;
+      var valueX = (x2 + 0.5f) / (float) width * 2 - 1;
+      var value = Mathf.Max(Mathf.Abs(valueX), Mathf.Abs(valueY));
+      return 1 - FalloffCurve(value, a, b);
+    }
+
+    public static float FalloffCurve(float value, float a = 3, float b = 2.2f)
     {
       return Mathf.Pow(value, a) / (Mathf.Pow(value, a) + Mathf.Pow(b - b * value, a));
     }

Runtime/Utility/Noise.cs

@@ -4,13 +4,13 @@
 
 namespace Gameframe.Procgen
 {
-  
+
   public static class PoissonDiskSampling
   {
     public static List<Vector2> GeneratePoints(float radius, Vector2 size, int seed, int maxSamplesPerPoint = 30,
       Func<Vector2, bool> validate = null)
     {
-      var rng = new System.Random(seed);
+      var rng = new RandomGeneratorStruct((uint)seed);
       var points = new List<Vector2>();
       var cellSize = radius / Mathf.Sqrt(2);
       var gridWidth = Mathf.CeilToInt(size.x / cellSize);
@@ -24,17 +24,17 @@ public static List<Vector2> GeneratePoints(float radius, Vector2 size, int seed,
       while (spawnPoints.Count > 0)
       {
         //Get a random spawn point from the list
-        var spawnIndex = rng.Next(0, spawnPoints.Count);
+        var spawnIndex = rng.NextIntRange(0, spawnPoints.Count-1);
         var spawnCenter = spawnPoints[spawnIndex];
         var accepted = false;
 
         for (int i = 0; i < maxSamplesPerPoint; i++)
         {
           //Get a random direction vector
-          var angle = (float) (rng.NextDouble() * Mathf.PI * 2);
+          var angle = (float) (rng.NextFloatZeroToOne() * Mathf.PI * 2);
           var dir = new Vector2(Mathf.Sin(angle), Mathf.Cos(angle));
           //Get point along that direction vector between radius and 2radius distance away
-          var distance = (float) (radius + rng.NextDouble() * radius * 2);
+          var distance = (float) (radius + rng.NextFloatZeroToOne() * radius * 2);
           var candidate = spawnCenter + dir * distance;
 
           //If point is valid we can accept it stop sampling
@@ -60,14 +60,14 @@ public static List<Vector2> GeneratePoints(float radius, Vector2 size, int seed,
       return points;
     }
 
-    public static List<Vector2Int> GenerateIntPoints(float radius, Vector2Int size, int seed,
-      int maxSamplesPerPoint = 30, Func<Vector2Int, bool> validate = null)
+    public static List<Vector2Int> GenerateIntPoints(float radius, Vector2Int size, int seed, int maxSamplesPerPoint = 30, Func<Vector2Int, bool> validate = null)
     {
-      var rng = new System.Random(seed);
+      var rng = new RandomGeneratorStruct((uint)seed);
       var points = new List<Vector2Int>();
       var cellSize = radius / Mathf.Sqrt(2);
       var gridWidth = Mathf.CeilToInt(size.x / cellSize);
       var gridHeight = Mathf.CeilToInt(size.y / cellSize);
+
       //Grid values equal to zero mean there is no point in that grid cell
       var grid = new int[gridWidth, gridHeight];
       var spawnPoints = new List<Vector2Int>();
@@ -77,17 +77,17 @@ public static List<Vector2Int> GenerateIntPoints(float radius, Vector2Int size,
       while (spawnPoints.Count > 0)
       {
         //Get a random spawn point from the list
-        var spawnIndex = rng.Next(0, spawnPoints.Count);
+        var spawnIndex = rng.NextIntRange(0, spawnPoints.Count - 1);
         var spawnCenter = spawnPoints[spawnIndex];
         var accepted = false;
 
         for (int i = 0; i < maxSamplesPerPoint; i++)
         {
           //Get a random direction vector
-          var angle = (float) (rng.NextDouble() * Mathf.PI * 2);
+          var angle = (float) (rng.NextFloatZeroToOne() * Mathf.PI * 2);
           var dir = new Vector2(Mathf.Sin(angle), Mathf.Cos(angle));
           //Get point along that direction vector between radius and 2radius distance away
-          var distance = (float) (radius + rng.NextDouble() * radius * 2);
+          var distance = (float) (radius + rng.NextFloatZeroToOne() * radius * 2);
           var pt = spawnCenter + dir * distance;
           var candidate = new Vector2Int((int) pt.x, (int) pt.y);
 
@@ -200,4 +200,4 @@ private static bool IsValid(Vector2 pt, Vector2 sampleRegionSize, float cellSize
 
   }
 
-}
+}