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authorTiger Wang <ziwei.tiger@hotmail.co.uk>2014-11-23 18:12:34 +0100
committerTiger Wang <ziwei.tiger@hotmail.co.uk>2014-11-23 18:12:34 +0100
commit79e5b823547a2a51d9f4e504fc24ec539e11ac34 (patch)
tree672b77f1c9a4741437b30f3289fc258d7917a2eb /src/Noise
parentCompilation fixes (diff)
parentMerge pull request #1612 from p-mcgowan/pigsIntoZombiePigmenOnLightning (diff)
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Diffstat (limited to 'src/Noise')
-rw-r--r--src/Noise/CMakeLists.txt21
-rw-r--r--src/Noise/InterpolNoise.h524
-rw-r--r--src/Noise/Noise.cpp1029
-rw-r--r--src/Noise/Noise.h332
-rw-r--r--src/Noise/OctavedNoise.h192
-rw-r--r--src/Noise/RidgedNoise.h91
6 files changed, 2189 insertions, 0 deletions
diff --git a/src/Noise/CMakeLists.txt b/src/Noise/CMakeLists.txt
new file mode 100644
index 000000000..e1837500f
--- /dev/null
+++ b/src/Noise/CMakeLists.txt
@@ -0,0 +1,21 @@
+
+cmake_minimum_required (VERSION 2.6)
+project (MCServer)
+
+include_directories ("${PROJECT_SOURCE_DIR}/../")
+
+SET (SRCS
+ Noise.cpp
+)
+
+SET (HDRS
+ Noise.h
+ OctavedNoise.h
+ RidgedNoise.h
+)
+
+if(NOT MSVC)
+ add_library(Noise ${SRCS} ${HDRS})
+
+ target_link_libraries(Noise OSSupport)
+endif()
diff --git a/src/Noise/InterpolNoise.h b/src/Noise/InterpolNoise.h
new file mode 100644
index 000000000..683b54563
--- /dev/null
+++ b/src/Noise/InterpolNoise.h
@@ -0,0 +1,524 @@
+
+// InterpolNoise.h
+
+// Implements the cInterpolNoise class template representing a noise that interpolates the values between integer coords from a single set of neighbors
+
+
+
+
+
+#pragma once
+
+#include "Noise.h"
+
+#define FAST_FLOOR(x) (((x) < 0) ? (((int)x) - 1) : ((int)x))
+
+
+
+
+
+////////////////////////////////////////////////////////////////////////////////
+// cInterpolCell2D:
+
+template <typename T>
+class cInterpolCell2D
+{
+public:
+ cInterpolCell2D(
+ const cNoise & a_Noise, ///< Noise to use for generating the random values
+ NOISE_DATATYPE * a_Array, ///< Array to generate into [x + a_SizeX * y]
+ int a_SizeX, int a_SizeY, ///< Count of the array, in each direction
+ const NOISE_DATATYPE * a_FracX, ///< Pointer to the array that stores the X fractional values
+ const NOISE_DATATYPE * a_FracY ///< Pointer to the attay that stores the Y fractional values
+ ):
+ m_Noise(a_Noise),
+ m_WorkRnds(&m_Workspace1),
+ m_CurFloorX(0),
+ m_CurFloorY(0),
+ m_Array(a_Array),
+ m_SizeX(a_SizeX),
+ m_SizeY(a_SizeY),
+ m_FracX(a_FracX),
+ m_FracY(a_FracY)
+ {
+ }
+
+
+ /** Generates part of the output noise array using the current m_WorkRnds[] values */
+ void Generate(
+ int a_FromX, int a_ToX,
+ int a_FromY, int a_ToY
+ )
+ {
+ for (int y = a_FromY; y < a_ToY; y++)
+ {
+ NOISE_DATATYPE Interp[2];
+ NOISE_DATATYPE FracY = T::coeff(m_FracY[y]);
+ Interp[0] = Lerp((*m_WorkRnds)[0][0], (*m_WorkRnds)[0][1], FracY);
+ Interp[1] = Lerp((*m_WorkRnds)[1][0], (*m_WorkRnds)[1][1], FracY);
+ int idx = y * m_SizeX + a_FromX;
+ for (int x = a_FromX; x < a_ToX; x++)
+ {
+ m_Array[idx++] = Lerp(Interp[0], Interp[1], T::coeff(m_FracX[x]));
+ } // for x
+ } // for y
+ }
+
+
+ /** Initializes m_WorkRnds[] with the specified values of the noise at the specified integral coords. */
+ void InitWorkRnds(int a_FloorX, int a_FloorY)
+ {
+ m_CurFloorX = a_FloorX;
+ m_CurFloorY = a_FloorY;
+ (*m_WorkRnds)[0][0] = m_Noise.IntNoise2D(m_CurFloorX, m_CurFloorY);
+ (*m_WorkRnds)[0][1] = m_Noise.IntNoise2D(m_CurFloorX, m_CurFloorY + 1);
+ (*m_WorkRnds)[1][0] = m_Noise.IntNoise2D(m_CurFloorX + 1, m_CurFloorY);
+ (*m_WorkRnds)[1][1] = m_Noise.IntNoise2D(m_CurFloorX + 1, m_CurFloorY + 1);
+ }
+
+
+ /** Updates m_WorkRnds[] for the new integral coords */
+ void Move(int a_NewFloorX, int a_NewFloorY)
+ {
+ // Swap the doublebuffer:
+ int OldFloorX = m_CurFloorX;
+ int OldFloorY = m_CurFloorY;
+ Workspace * OldWorkRnds = m_WorkRnds;
+ m_WorkRnds = (m_WorkRnds == &m_Workspace1) ? &m_Workspace2 : &m_Workspace1;
+
+ // Reuse as much of the old workspace as possible:
+ // TODO: Try out if simply calculating all 4 elements each time is faster than this monster loop
+ int DiffX = OldFloorX - a_NewFloorX;
+ int DiffY = OldFloorY - a_NewFloorY;
+ for (int x = 0; x < 2; x++)
+ {
+ int cx = a_NewFloorX + x;
+ int OldX = x - DiffX; // Where would this X be in the old grid?
+ for (int y = 0; y < 2; y++)
+ {
+ int cy = a_NewFloorY + y;
+ int OldY = y - DiffY; // Where would this Y be in the old grid?
+ if ((OldX >= 0) && (OldX < 2) && (OldY >= 0) && (OldY < 2))
+ {
+ (*m_WorkRnds)[x][y] = (*OldWorkRnds)[OldX][OldY];
+ }
+ else
+ {
+ (*m_WorkRnds)[x][y] = (NOISE_DATATYPE)m_Noise.IntNoise2D(cx, cy);
+ }
+ }
+ }
+ m_CurFloorX = a_NewFloorX;
+ m_CurFloorY = a_NewFloorY;
+ }
+
+protected:
+ typedef NOISE_DATATYPE Workspace[2][2];
+
+ /** The noise used for generating the values at integral coords. */
+ const cNoise & m_Noise;
+
+ /** The current random values; points to either m_Workspace1 or m_Workspace2 (doublebuffering) */
+ Workspace * m_WorkRnds;
+
+ /** Buffer 1 for workspace doublebuffering, used in Move() */
+ Workspace m_Workspace1;
+
+ /** Buffer 2 for workspace doublebuffering, used in Move() */
+ Workspace m_Workspace2;
+
+ /** Coords of the currently calculated m_WorkRnds[]. */
+ int m_CurFloorX, m_CurFloorY;
+
+ /** The output array to generate into. */
+ NOISE_DATATYPE * m_Array;
+
+ /** Dimensions of the output array. */
+ int m_SizeX, m_SizeY;
+
+ /** Arrays holding the fractional values of the coords in each direction. */
+ const NOISE_DATATYPE * m_FracX;
+ const NOISE_DATATYPE * m_FracY;
+} ;
+
+
+
+
+
+////////////////////////////////////////////////////////////////////////////////
+// cInterpolCell3D:
+
+/** Holds a cache of the last calculated integral noise values and interpolates between them en masse.
+Provides a massive optimization for cInterpolNoise.
+Works by calculating multiple noise values (that have the same integral noise coords) at once. The underlying noise values
+needn't be recalculated for these values, only the interpolation is done within the unit cube. */
+template <typename T>
+class cInterpolCell3D
+{
+public:
+ cInterpolCell3D(
+ const cNoise & a_Noise, ///< Noise to use for generating the random values
+ NOISE_DATATYPE * a_Array, ///< Array to generate into [x + a_SizeX * y]
+ int a_SizeX, int a_SizeY, int a_SizeZ, ///< Count of the array, in each direction
+ const NOISE_DATATYPE * a_FracX, ///< Pointer to the array that stores the X fractional values
+ const NOISE_DATATYPE * a_FracY, ///< Pointer to the attay that stores the Y fractional values
+ const NOISE_DATATYPE * a_FracZ ///< Pointer to the array that stores the Z fractional values
+ ):
+ m_Noise(a_Noise),
+ m_WorkRnds(&m_Workspace1),
+ m_CurFloorX(0),
+ m_CurFloorY(0),
+ m_CurFloorZ(0),
+ m_Array(a_Array),
+ m_SizeX(a_SizeX),
+ m_SizeY(a_SizeY),
+ m_SizeZ(a_SizeZ),
+ m_FracX(a_FracX),
+ m_FracY(a_FracY),
+ m_FracZ(a_FracZ)
+ {
+ }
+
+
+ /** Generates part of the output array using current m_WorkRnds[]. */
+ void Generate(
+ int a_FromX, int a_ToX,
+ int a_FromY, int a_ToY,
+ int a_FromZ, int a_ToZ
+ )
+ {
+ for (int z = a_FromZ; z < a_ToZ; z++)
+ {
+ int idxZ = z * m_SizeX * m_SizeY;
+ NOISE_DATATYPE Interp2[2][2];
+ NOISE_DATATYPE FracZ = T::coeff(m_FracZ[z]);
+ for (int x = 0; x < 2; x++)
+ {
+ for (int y = 0; y < 2; y++)
+ {
+ Interp2[x][y] = Lerp((*m_WorkRnds)[x][y][0], (*m_WorkRnds)[x][y][1], FracZ);
+ }
+ }
+ for (int y = a_FromY; y < a_ToY; y++)
+ {
+ NOISE_DATATYPE Interp[2];
+ NOISE_DATATYPE FracY = T::coeff(m_FracY[y]);
+ Interp[0] = Lerp(Interp2[0][0], Interp2[0][1], FracY);
+ Interp[1] = Lerp(Interp2[1][0], Interp2[1][1], FracY);
+ int idx = idxZ + y * m_SizeX + a_FromX;
+ for (int x = a_FromX; x < a_ToX; x++)
+ {
+ m_Array[idx++] = Lerp(Interp[0], Interp[1], T::coeff(m_FracX[x]));
+ } // for x
+ } // for y
+ } // for z
+ }
+
+
+ /** Initializes m_WorkRnds[] with the specified Floor values. */
+ void InitWorkRnds(int a_FloorX, int a_FloorY, int a_FloorZ)
+ {
+ m_CurFloorX = a_FloorX;
+ m_CurFloorY = a_FloorY;
+ m_CurFloorZ = a_FloorZ;
+ (*m_WorkRnds)[0][0][0] = (NOISE_DATATYPE)m_Noise.IntNoise3D(m_CurFloorX, m_CurFloorY, m_CurFloorZ);
+ (*m_WorkRnds)[0][0][1] = (NOISE_DATATYPE)m_Noise.IntNoise3D(m_CurFloorX, m_CurFloorY, m_CurFloorZ + 1);
+ (*m_WorkRnds)[0][1][0] = (NOISE_DATATYPE)m_Noise.IntNoise3D(m_CurFloorX, m_CurFloorY + 1, m_CurFloorZ);
+ (*m_WorkRnds)[0][1][1] = (NOISE_DATATYPE)m_Noise.IntNoise3D(m_CurFloorX, m_CurFloorY + 1, m_CurFloorZ + 1);
+ (*m_WorkRnds)[1][0][0] = (NOISE_DATATYPE)m_Noise.IntNoise3D(m_CurFloorX + 1, m_CurFloorY, m_CurFloorZ);
+ (*m_WorkRnds)[1][0][1] = (NOISE_DATATYPE)m_Noise.IntNoise3D(m_CurFloorX + 1, m_CurFloorY, m_CurFloorZ + 1);
+ (*m_WorkRnds)[1][1][0] = (NOISE_DATATYPE)m_Noise.IntNoise3D(m_CurFloorX + 1, m_CurFloorY + 1, m_CurFloorZ);
+ (*m_WorkRnds)[1][1][1] = (NOISE_DATATYPE)m_Noise.IntNoise3D(m_CurFloorX + 1, m_CurFloorY + 1, m_CurFloorZ + 1);
+ }
+
+
+ /** Updates m_WorkRnds[] for the new Floor values. */
+ void Move(int a_NewFloorX, int a_NewFloorY, int a_NewFloorZ)
+ {
+ // Swap the doublebuffer:
+ int OldFloorX = m_CurFloorX;
+ int OldFloorY = m_CurFloorY;
+ int OldFloorZ = m_CurFloorZ;
+ Workspace * OldWorkRnds = m_WorkRnds;
+ m_WorkRnds = (m_WorkRnds == &m_Workspace1) ? &m_Workspace2 : &m_Workspace1;
+
+ // Reuse as much of the old workspace as possible:
+ // TODO: Try out if simply calculating all 8 elements each time is faster than this monster loop
+ int DiffX = OldFloorX - a_NewFloorX;
+ int DiffY = OldFloorY - a_NewFloorY;
+ int DiffZ = OldFloorZ - a_NewFloorZ;
+ for (int x = 0; x < 2; x++)
+ {
+ int cx = a_NewFloorX + x;
+ int OldX = x - DiffX; // Where would this X be in the old grid?
+ for (int y = 0; y < 2; y++)
+ {
+ int cy = a_NewFloorY + y;
+ int OldY = y - DiffY; // Where would this Y be in the old grid?
+ for (int z = 0; z < 2; z++)
+ {
+ int cz = a_NewFloorZ + z;
+ int OldZ = z - DiffZ;
+ if ((OldX >= 0) && (OldX < 2) && (OldY >= 0) && (OldY < 2) && (OldZ >= 0) && (OldZ < 2))
+ {
+ (*m_WorkRnds)[x][y][z] = (*OldWorkRnds)[OldX][OldY][OldZ];
+ }
+ else
+ {
+ (*m_WorkRnds)[x][y][z] = (NOISE_DATATYPE)m_Noise.IntNoise3D(cx, cy, cz);
+ }
+ } // for z
+ } // for y
+ } // for x
+ m_CurFloorX = a_NewFloorX;
+ m_CurFloorY = a_NewFloorY;
+ m_CurFloorZ = a_NewFloorZ;
+ }
+
+protected:
+ typedef NOISE_DATATYPE Workspace[2][2][2];
+
+ /** The noise used for generating the values at integral coords. */
+ const cNoise & m_Noise;
+
+ /** The current random values; points to either m_Workspace1 or m_Workspace2 (doublebuffering) */
+ Workspace * m_WorkRnds;
+
+ /** Buffer 1 for workspace doublebuffering, used in Move() */
+ Workspace m_Workspace1;
+
+ /** Buffer 2 for workspace doublebuffering, used in Move() */
+ Workspace m_Workspace2;
+
+ /** The integral coords of the currently calculated WorkRnds[] */
+ int m_CurFloorX, m_CurFloorY, m_CurFloorZ;
+
+ /** The output array where the noise is calculated. */
+ NOISE_DATATYPE * m_Array;
+
+ /** Dimensions of the output array. */
+ int m_SizeX, m_SizeY, m_SizeZ;
+
+ /** Arrays holding the fractional values of the coords in each direction. */
+ const NOISE_DATATYPE * m_FracX;
+ const NOISE_DATATYPE * m_FracY;
+ const NOISE_DATATYPE * m_FracZ;
+} ;
+
+
+
+
+
+////////////////////////////////////////////////////////////////////////////////
+// cInterpolNoise:
+
+template <typename T>
+class cInterpolNoise
+{
+ /** Maximum size, for each direction, of the generated array. */
+ static const int MAX_SIZE = 256;
+
+public:
+ cInterpolNoise(int a_Seed):
+ m_Noise(a_Seed)
+ {
+ }
+
+
+ /** Sets a new seed for the generators. Relays the seed to the underlying noise. */
+ void SetSeed(int a_Seed)
+ {
+ m_Noise.SetSeed(a_Seed);
+ }
+
+
+ /** Fills a 2D array with the values of the noise. */
+ void Generate2D(
+ NOISE_DATATYPE * a_Array, ///< Array to generate into [x + a_SizeX * y]
+ int a_SizeX, int a_SizeY, ///< Count of the array, in each direction
+ NOISE_DATATYPE a_StartX, NOISE_DATATYPE a_EndX, ///< Noise-space coords of the array in the X direction
+ NOISE_DATATYPE a_StartY, NOISE_DATATYPE a_EndY ///< Noise-space coords of the array in the Y direction
+ ) const
+ {
+ ASSERT(a_SizeX > 0);
+ ASSERT(a_SizeY > 0);
+ ASSERT(a_SizeX < MAX_SIZE);
+ ASSERT(a_SizeY < MAX_SIZE);
+ ASSERT(a_StartX < a_EndX);
+ ASSERT(a_StartY < a_EndY);
+
+ // Calculate the integral and fractional parts of each coord:
+ int FloorX[MAX_SIZE];
+ int FloorY[MAX_SIZE];
+ NOISE_DATATYPE FracX[MAX_SIZE];
+ NOISE_DATATYPE FracY[MAX_SIZE];
+ int SameX[MAX_SIZE];
+ int SameY[MAX_SIZE];
+ int NumSameX, NumSameY;
+ CalcFloorFrac(a_SizeX, a_StartX, a_EndX, FloorX, FracX, SameX, NumSameX);
+ CalcFloorFrac(a_SizeY, a_StartY, a_EndY, FloorY, FracY, SameY, NumSameY);
+
+ cInterpolCell2D<T> Cell(m_Noise, a_Array, a_SizeX, a_SizeY, FracX, FracY);
+
+ Cell.InitWorkRnds(FloorX[0], FloorY[0]);
+
+ // Calculate query values using Cell:
+ int FromY = 0;
+ for (int y = 0; y < NumSameY; y++)
+ {
+ int ToY = FromY + SameY[y];
+ int FromX = 0;
+ int CurFloorY = FloorY[FromY];
+ for (int x = 0; x < NumSameX; x++)
+ {
+ int ToX = FromX + SameX[x];
+ Cell.Generate(FromX, ToX, FromY, ToY);
+ Cell.Move(FloorX[ToX], CurFloorY);
+ FromX = ToX;
+ } // for x
+ Cell.Move(FloorX[0], FloorY[ToY]);
+ FromY = ToY;
+ } // for y
+ }
+
+
+ /** Fills a 3D array with the values of the noise. */
+ void Generate3D(
+ NOISE_DATATYPE * a_Array, ///< Array to generate into [x + a_SizeX * y + a_SizeX * a_SizeY * z]
+ int a_SizeX, int a_SizeY, int a_SizeZ, ///< Count of the array, in each direction
+ NOISE_DATATYPE a_StartX, NOISE_DATATYPE a_EndX, ///< Noise-space coords of the array in the X direction
+ NOISE_DATATYPE a_StartY, NOISE_DATATYPE a_EndY, ///< Noise-space coords of the array in the Y direction
+ NOISE_DATATYPE a_StartZ, NOISE_DATATYPE a_EndZ ///< Noise-space coords of the array in the Z direction
+ ) const
+ {
+ // Check params:
+ ASSERT(a_SizeX > 1);
+ ASSERT(a_SizeY > 1);
+
+ ASSERT(a_SizeX < MAX_SIZE);
+ ASSERT(a_SizeY < MAX_SIZE);
+ ASSERT(a_SizeZ < MAX_SIZE);
+ ASSERT(a_StartX < a_EndX);
+ ASSERT(a_StartY < a_EndY);
+ ASSERT(a_StartZ < a_EndZ);
+
+ // Calculate the integral and fractional parts of each coord:
+ int FloorX[MAX_SIZE];
+ int FloorY[MAX_SIZE];
+ int FloorZ[MAX_SIZE];
+ NOISE_DATATYPE FracX[MAX_SIZE];
+ NOISE_DATATYPE FracY[MAX_SIZE];
+ NOISE_DATATYPE FracZ[MAX_SIZE];
+ int SameX[MAX_SIZE];
+ int SameY[MAX_SIZE];
+ int SameZ[MAX_SIZE];
+ int NumSameX, NumSameY, NumSameZ;
+ CalcFloorFrac(a_SizeX, a_StartX, a_EndX, FloorX, FracX, SameX, NumSameX);
+ CalcFloorFrac(a_SizeY, a_StartY, a_EndY, FloorY, FracY, SameY, NumSameY);
+ CalcFloorFrac(a_SizeZ, a_StartZ, a_EndZ, FloorZ, FracZ, SameZ, NumSameZ);
+
+ cInterpolCell3D<T> Cell(
+ m_Noise, a_Array,
+ a_SizeX, a_SizeY, a_SizeZ,
+ FracX, FracY, FracZ
+ );
+
+ Cell.InitWorkRnds(FloorX[0], FloorY[0], FloorZ[0]);
+
+ // Calculate query values using Cell:
+ int FromZ = 0;
+ for (int z = 0; z < NumSameZ; z++)
+ {
+ int ToZ = FromZ + SameZ[z];
+ int CurFloorZ = FloorZ[FromZ];
+ int FromY = 0;
+ for (int y = 0; y < NumSameY; y++)
+ {
+ int ToY = FromY + SameY[y];
+ int CurFloorY = FloorY[FromY];
+ int FromX = 0;
+ for (int x = 0; x < NumSameX; x++)
+ {
+ int ToX = FromX + SameX[x];
+ Cell.Generate(FromX, ToX, FromY, ToY, FromZ, ToZ);
+ Cell.Move(FloorX[ToX], CurFloorY, CurFloorZ);
+ FromX = ToX;
+ }
+ Cell.Move(FloorX[0], FloorY[ToY], CurFloorZ);
+ FromY = ToY;
+ } // for y
+ Cell.Move(FloorX[0], FloorY[0], FloorZ[ToZ]);
+ FromZ = ToZ;
+ } // for z
+ }
+
+protected:
+
+ /** The noise used for the underlying value generation. */
+ cNoise m_Noise;
+
+
+ /** Calculates the integral and fractional parts along one axis.
+ a_Floor will receive the integral parts (array of a_Size ints).
+ a_Frac will receive the fractional parts (array of a_Size floats).
+ a_Same will receive the counts of items that have the same integral parts (array of up to a_Size ints).
+ a_NumSame will receive the count of a_Same elements (total count of different integral parts). */
+ void CalcFloorFrac(
+ int a_Size,
+ NOISE_DATATYPE a_Start, NOISE_DATATYPE a_End,
+ int * a_Floor, NOISE_DATATYPE * a_Frac,
+ int * a_Same, int & a_NumSame
+ ) const
+ {
+ ASSERT(a_Size > 0);
+
+ // Calculate the floor and frac values:
+ NOISE_DATATYPE val = a_Start;
+ NOISE_DATATYPE dif = (a_End - a_Start) / (a_Size - 1);
+ for (int i = 0; i < a_Size; i++)
+ {
+ a_Floor[i] = FAST_FLOOR(val);
+ a_Frac[i] = val - a_Floor[i];
+ val += dif;
+ }
+
+ // Mark up the same floor values into a_Same / a_NumSame:
+ int CurFloor = a_Floor[0];
+ int LastSame = 0;
+ a_NumSame = 0;
+ for (int i = 1; i < a_Size; i++)
+ {
+ if (a_Floor[i] != CurFloor)
+ {
+ a_Same[a_NumSame] = i - LastSame;
+ LastSame = i;
+ a_NumSame += 1;
+ CurFloor = a_Floor[i];
+ }
+ } // for i - a_Floor[]
+ if (LastSame < a_Size)
+ {
+ a_Same[a_NumSame] = a_Size - LastSame;
+ a_NumSame += 1;
+ }
+ }
+};
+
+
+
+
+
+/** A fifth-degree curve for interpolating.
+Implemented as a functor for better chance of inlining. */
+struct Interp5Deg
+{
+ static NOISE_DATATYPE coeff(NOISE_DATATYPE a_Val)
+ {
+ return a_Val * a_Val * a_Val * (a_Val * (a_Val * 6 - 15) + 10);
+ }
+};
+
+typedef cInterpolNoise<Interp5Deg> cInterp5DegNoise;
+
+
+
diff --git a/src/Noise/Noise.cpp b/src/Noise/Noise.cpp
new file mode 100644
index 000000000..509be7d6c
--- /dev/null
+++ b/src/Noise/Noise.cpp
@@ -0,0 +1,1029 @@
+
+#include "Globals.h" // NOTE: MSVC stupidness requires this to be the same across all modules
+
+#include "Noise.h"
+#include "OSSupport/Timer.h"
+
+#define FAST_FLOOR(x) (((x) < 0) ? (((int)x) - 1) : ((int)x))
+
+
+
+
+
+#if 0
+/** cImprovedPerlin noise test suite:
+- Generate a rather large 2D and 3D noise array and output it to a file
+- Compare performance of cCubicNoise and cImprovedNoise, both in single-value and 3D-array usages */
+static class cImprovedPerlinNoiseTest
+{
+public:
+ cImprovedPerlinNoiseTest(void)
+ {
+ printf("Performing Improved Perlin Noise tests...\n");
+ TestImage();
+ TestSpeed();
+ TestSpeedArr();
+ printf("Improved Perlin Noise tests complete.\n");
+ }
+
+
+ /** Tests the noise by generating 2D and 3D images and dumping them to files. */
+ void TestImage(void)
+ {
+ static const int SIZE_X = 256;
+ static const int SIZE_Y = 256;
+ static const int SIZE_Z = 16;
+
+ cImprovedNoise noise(1);
+ std::unique_ptr<NOISE_DATATYPE[]> arr(new NOISE_DATATYPE[SIZE_X * SIZE_Y * SIZE_Z]);
+ noise.Generate3D(arr.get(), SIZE_X, SIZE_Y, SIZE_Z, 0, 14, 0, 14, 0, 14);
+ Debug3DNoise(arr.get(), SIZE_X, SIZE_Y, SIZE_Z, "ImprovedPerlinNoiseTest3D", 128);
+ noise.Generate2D(arr.get(), SIZE_X, SIZE_Y, 0, 14, 15, 28);
+ Debug2DNoise(arr.get(), SIZE_X, SIZE_Y, "ImprovedPerlinNoiseTest2D", 128);
+ }
+
+
+ /** Tests the speeds of cImprovedPerlin and cCubicNoise when generating individual values. */
+ void TestSpeed(void)
+ {
+ cImprovedNoise improvedNoise(1);
+ cNoise noise(1);
+ cTimer timer;
+
+ // Measure the improvedNoise:
+ NOISE_DATATYPE sum = 0;
+ long long start = timer.GetNowTime();
+ for (int i = 0; i < 100000000; i++)
+ {
+ sum += improvedNoise.GetValueAt(i, 0, -i);
+ }
+ long long finish = timer.GetNowTime();
+ printf("cImprovedNoise took %.2f seconds; total is %f.\n", static_cast<float>(finish - start) / 1000.0f, sum);
+
+ // Measure the cubicNoise:
+ sum = 0;
+ start = timer.GetNowTime();
+ for (int i = 0; i < 100000000; i++)
+ {
+ sum += noise.IntNoise3D(i, 0, -i);
+ }
+ finish = timer.GetNowTime();
+ printf("cCubicNoise took %.2f seconds; total is %f.\n", static_cast<float>(finish - start) / 1000.0f, sum);
+ }
+
+
+ /** Tests the speeds of cImprovedPerlin and cCubicNoise when generating arrays. */
+ void TestSpeedArr(void)
+ {
+ static const int SIZE_X = 256;
+ static const int SIZE_Y = 256;
+ static const int SIZE_Z = 16;
+
+ std::unique_ptr<NOISE_DATATYPE[]> arr(new NOISE_DATATYPE[SIZE_X * SIZE_Y * SIZE_Z]);
+ cTimer timer;
+ cImprovedNoise improvedNoise(1);
+ cCubicNoise cubicNoise(1);
+
+ // Measure the improvedNoise:
+ long long start = timer.GetNowTime();
+ for (int i = 0; i < 40; i++)
+ {
+ improvedNoise.Generate3D(arr.get(), SIZE_X, SIZE_Y, SIZE_Z, 0, 14, 0, 14, 0, 14);
+ }
+ long long finish = timer.GetNowTime();
+ printf("cImprovedNoise(arr) took %.2f seconds.\n", static_cast<float>(finish - start) / 1000.0f);
+
+ // Measure the cubicNoise:
+ start = timer.GetNowTime();
+ for (int i = 0; i < 40; i++)
+ {
+ cubicNoise.Generate3D(arr.get(), SIZE_X, SIZE_Y, SIZE_Z, 0, 14, 0, 14, 0, 14);
+ }
+ finish = timer.GetNowTime();
+ printf("cCubicNoise(arr) took %.2f seconds.\n", static_cast<float>(finish - start) / 1000.0f);
+ }
+} g_Test;
+
+#endif
+
+
+
+
+
+////////////////////////////////////////////////////////////////////////////////
+// Globals:
+
+void Debug3DNoise(const NOISE_DATATYPE * a_Noise, int a_SizeX, int a_SizeY, int a_SizeZ, const AString & a_FileNameBase, NOISE_DATATYPE a_Coeff)
+{
+ const int BUF_SIZE = 512;
+ ASSERT(a_SizeX <= BUF_SIZE); // Just stretch it, if needed
+
+ // Save in XY cuts:
+ cFile f1;
+ if (f1.Open(Printf("%s_XY (%d).grab", a_FileNameBase.c_str(), a_SizeX), cFile::fmWrite))
+ {
+ for (int z = 0; z < a_SizeZ; z++)
+ {
+ for (int y = 0; y < a_SizeY; y++)
+ {
+ int idx = y * a_SizeX + z * a_SizeX * a_SizeY;
+ unsigned char buf[BUF_SIZE];
+ for (int x = 0; x < a_SizeX; x++)
+ {
+ buf[x] = static_cast<unsigned char>(Clamp((int)(128 + a_Coeff * a_Noise[idx++]), 0, 255));
+ }
+ f1.Write(buf, a_SizeX);
+ } // for y
+ unsigned char buf[BUF_SIZE];
+ memset(buf, 0, a_SizeX);
+ f1.Write(buf, a_SizeX);
+ } // for z
+ } // if (XY file open)
+
+ cFile f2;
+ if (f2.Open(Printf("%s_XZ (%d).grab", a_FileNameBase.c_str(), a_SizeX), cFile::fmWrite))
+ {
+ for (int y = 0; y < a_SizeY; y++)
+ {
+ for (int z = 0; z < a_SizeZ; z++)
+ {
+ int idx = y * a_SizeX + z * a_SizeX * a_SizeY;
+ unsigned char buf[BUF_SIZE];
+ for (int x = 0; x < a_SizeX; x++)
+ {
+ buf[x] = static_cast<unsigned char>(Clamp((int)(128 + a_Coeff * a_Noise[idx++]), 0, 255));
+ }
+ f2.Write(buf, a_SizeX);
+ } // for z
+ unsigned char buf[BUF_SIZE];
+ memset(buf, 0, a_SizeX);
+ f2.Write(buf, a_SizeX);
+ } // for y
+ } // if (XZ file open)
+}
+
+
+
+
+
+void Debug2DNoise(const NOISE_DATATYPE * a_Noise, int a_SizeX, int a_SizeY, const AString & a_FileNameBase, NOISE_DATATYPE a_Coeff)
+{
+ const int BUF_SIZE = 512;
+ ASSERT(a_SizeX <= BUF_SIZE); // Just stretch it, if needed
+
+ cFile f1;
+ if (f1.Open(Printf("%s (%d).grab", a_FileNameBase.c_str(), a_SizeX), cFile::fmWrite))
+ {
+ for (int y = 0; y < a_SizeY; y++)
+ {
+ int idx = y * a_SizeX;
+ unsigned char buf[BUF_SIZE];
+ for (int x = 0; x < a_SizeX; x++)
+ {
+ buf[x] = static_cast<unsigned char>(Clamp((int)(128 + a_Coeff * a_Noise[idx++]), 0, 255));
+ }
+ f1.Write(buf, a_SizeX);
+ } // for y
+ } // if (file open)
+}
+
+
+
+
+
+////////////////////////////////////////////////////////////////////////////////
+// cCubicCell2D:
+
+class cCubicCell2D
+{
+public:
+ cCubicCell2D(
+ const cNoise & a_Noise, ///< Noise to use for generating the random values
+ NOISE_DATATYPE * a_Array, ///< Array to generate into [x + a_SizeX * y]
+ int a_SizeX, int a_SizeY, ///< Count of the array, in each direction
+ const NOISE_DATATYPE * a_FracX, ///< Pointer to the array that stores the X fractional values
+ const NOISE_DATATYPE * a_FracY ///< Pointer to the attay that stores the Y fractional values
+ );
+
+ /// Uses current m_WorkRnds[] to generate part of the array
+ void Generate(
+ int a_FromX, int a_ToX,
+ int a_FromY, int a_ToY
+ );
+
+ /// Initializes m_WorkRnds[] with the specified Floor values
+ void InitWorkRnds(int a_FloorX, int a_FloorY);
+
+ /// Updates m_WorkRnds[] for the new Floor values.
+ void Move(int a_NewFloorX, int a_NewFloorY);
+
+protected:
+ typedef NOISE_DATATYPE Workspace[4][4];
+
+ const cNoise & m_Noise;
+
+ Workspace * m_WorkRnds; ///< The current random values; points to either m_Workspace1 or m_Workspace2 (doublebuffering)
+ Workspace m_Workspace1; ///< Buffer 1 for workspace doublebuffering, used in Move()
+ Workspace m_Workspace2; ///< Buffer 2 for workspace doublebuffering, used in Move()
+ int m_CurFloorX;
+ int m_CurFloorY;
+
+ NOISE_DATATYPE * m_Array;
+ int m_SizeX, m_SizeY;
+ const NOISE_DATATYPE * m_FracX;
+ const NOISE_DATATYPE * m_FracY;
+} ;
+
+
+
+
+
+cCubicCell2D::cCubicCell2D(
+ const cNoise & a_Noise, ///< Noise to use for generating the random values
+ NOISE_DATATYPE * a_Array, ///< Array to generate into [x + a_SizeX * y]
+ int a_SizeX, int a_SizeY, ///< Count of the array, in each direction
+ const NOISE_DATATYPE * a_FracX, ///< Pointer to the array that stores the X fractional values
+ const NOISE_DATATYPE * a_FracY ///< Pointer to the attay that stores the Y fractional values
+) :
+ m_Noise(a_Noise),
+ m_WorkRnds(&m_Workspace1),
+ m_CurFloorX(0),
+ m_CurFloorY(0),
+ m_Array(a_Array),
+ m_SizeX(a_SizeX),
+ m_SizeY(a_SizeY),
+ m_FracX(a_FracX),
+ m_FracY(a_FracY)
+{
+}
+
+
+
+
+
+void cCubicCell2D::Generate(
+ int a_FromX, int a_ToX,
+ int a_FromY, int a_ToY
+)
+{
+ for (int y = a_FromY; y < a_ToY; y++)
+ {
+ NOISE_DATATYPE Interp[4];
+ NOISE_DATATYPE FracY = m_FracY[y];
+ Interp[0] = cNoise::CubicInterpolate((*m_WorkRnds)[0][0], (*m_WorkRnds)[0][1], (*m_WorkRnds)[0][2], (*m_WorkRnds)[0][3], FracY);
+ Interp[1] = cNoise::CubicInterpolate((*m_WorkRnds)[1][0], (*m_WorkRnds)[1][1], (*m_WorkRnds)[1][2], (*m_WorkRnds)[1][3], FracY);
+ Interp[2] = cNoise::CubicInterpolate((*m_WorkRnds)[2][0], (*m_WorkRnds)[2][1], (*m_WorkRnds)[2][2], (*m_WorkRnds)[2][3], FracY);
+ Interp[3] = cNoise::CubicInterpolate((*m_WorkRnds)[3][0], (*m_WorkRnds)[3][1], (*m_WorkRnds)[3][2], (*m_WorkRnds)[3][3], FracY);
+ int idx = y * m_SizeX + a_FromX;
+ for (int x = a_FromX; x < a_ToX; x++)
+ {
+ m_Array[idx++] = cNoise::CubicInterpolate(Interp[0], Interp[1], Interp[2], Interp[3], m_FracX[x]);
+ } // for x
+ } // for y
+}
+
+
+
+
+
+void cCubicCell2D::InitWorkRnds(int a_FloorX, int a_FloorY)
+{
+ m_CurFloorX = a_FloorX;
+ m_CurFloorY = a_FloorY;
+ for (int x = 0; x < 4; x++)
+ {
+ int cx = a_FloorX + x - 1;
+ for (int y = 0; y < 4; y++)
+ {
+ int cy = a_FloorY + y - 1;
+ (*m_WorkRnds)[x][y] = (NOISE_DATATYPE)m_Noise.IntNoise2D(cx, cy);
+ }
+ }
+}
+
+
+
+
+
+void cCubicCell2D::Move(int a_NewFloorX, int a_NewFloorY)
+{
+ // Swap the doublebuffer:
+ int OldFloorX = m_CurFloorX;
+ int OldFloorY = m_CurFloorY;
+ Workspace * OldWorkRnds = m_WorkRnds;
+ m_WorkRnds = (m_WorkRnds == &m_Workspace1) ? &m_Workspace2 : &m_Workspace1;
+
+ // Reuse as much of the old workspace as possible:
+ int DiffX = OldFloorX - a_NewFloorX;
+ int DiffY = OldFloorY - a_NewFloorY;
+ for (int x = 0; x < 4; x++)
+ {
+ int cx = a_NewFloorX + x - 1;
+ int OldX = x - DiffX; // Where would this X be in the old grid?
+ for (int y = 0; y < 4; y++)
+ {
+ int cy = a_NewFloorY + y - 1;
+ int OldY = y - DiffY; // Where would this Y be in the old grid?
+ if ((OldX >= 0) && (OldX < 4) && (OldY >= 0) && (OldY < 4))
+ {
+ (*m_WorkRnds)[x][y] = (*OldWorkRnds)[OldX][OldY];
+ }
+ else
+ {
+ (*m_WorkRnds)[x][y] = (NOISE_DATATYPE)m_Noise.IntNoise2D(cx, cy);
+ }
+ }
+ }
+ m_CurFloorX = a_NewFloorX;
+ m_CurFloorY = a_NewFloorY;
+}
+
+
+
+
+
+////////////////////////////////////////////////////////////////////////////////
+// cCubicCell3D:
+
+class cCubicCell3D
+{
+public:
+ cCubicCell3D(
+ const cNoise & a_Noise, ///< Noise to use for generating the random values
+ NOISE_DATATYPE * a_Array, ///< Array to generate into [x + a_SizeX * y]
+ int a_SizeX, int a_SizeY, int a_SizeZ, ///< Count of the array, in each direction
+ const NOISE_DATATYPE * a_FracX, ///< Pointer to the array that stores the X fractional values
+ const NOISE_DATATYPE * a_FracY, ///< Pointer to the attay that stores the Y fractional values
+ const NOISE_DATATYPE * a_FracZ ///< Pointer to the array that stores the Z fractional values
+ );
+
+ /// Uses current m_WorkRnds[] to generate part of the array
+ void Generate(
+ int a_FromX, int a_ToX,
+ int a_FromY, int a_ToY,
+ int a_FromZ, int a_ToZ
+ );
+
+ /// Initializes m_WorkRnds[] with the specified Floor values
+ void InitWorkRnds(int a_FloorX, int a_FloorY, int a_FloorZ);
+
+ /// Updates m_WorkRnds[] for the new Floor values.
+ void Move(int a_NewFloorX, int a_NewFloorY, int a_NewFloorZ);
+
+protected:
+ typedef NOISE_DATATYPE Workspace[4][4][4];
+
+ const cNoise & m_Noise;
+
+ Workspace * m_WorkRnds; ///< The current random values; points to either m_Workspace1 or m_Workspace2 (doublebuffering)
+ Workspace m_Workspace1; ///< Buffer 1 for workspace doublebuffering, used in Move()
+ Workspace m_Workspace2; ///< Buffer 2 for workspace doublebuffering, used in Move()
+ int m_CurFloorX;
+ int m_CurFloorY;
+ int m_CurFloorZ;
+
+ NOISE_DATATYPE * m_Array;
+ int m_SizeX, m_SizeY, m_SizeZ;
+ const NOISE_DATATYPE * m_FracX;
+ const NOISE_DATATYPE * m_FracY;
+ const NOISE_DATATYPE * m_FracZ;
+} ;
+
+
+
+
+
+cCubicCell3D::cCubicCell3D(
+ const cNoise & a_Noise, ///< Noise to use for generating the random values
+ NOISE_DATATYPE * a_Array, ///< Array to generate into [x + a_SizeX * y]
+ int a_SizeX, int a_SizeY, int a_SizeZ, ///< Count of the array, in each direction
+ const NOISE_DATATYPE * a_FracX, ///< Pointer to the array that stores the X fractional values
+ const NOISE_DATATYPE * a_FracY, ///< Pointer to the attay that stores the Y fractional values
+ const NOISE_DATATYPE * a_FracZ ///< Pointer to the array that stores the Z fractional values
+) :
+ m_Noise(a_Noise),
+ m_WorkRnds(&m_Workspace1),
+ m_CurFloorX(0),
+ m_CurFloorY(0),
+ m_CurFloorZ(0),
+ m_Array(a_Array),
+ m_SizeX(a_SizeX),
+ m_SizeY(a_SizeY),
+ m_SizeZ(a_SizeZ),
+ m_FracX(a_FracX),
+ m_FracY(a_FracY),
+ m_FracZ(a_FracZ)
+{
+}
+
+
+
+
+
+void cCubicCell3D::Generate(
+ int a_FromX, int a_ToX,
+ int a_FromY, int a_ToY,
+ int a_FromZ, int a_ToZ
+)
+{
+ for (int z = a_FromZ; z < a_ToZ; z++)
+ {
+ int idxZ = z * m_SizeX * m_SizeY;
+ NOISE_DATATYPE Interp2[4][4];
+ NOISE_DATATYPE FracZ = m_FracZ[z];
+ for (int x = 0; x < 4; x++)
+ {
+ for (int y = 0; y < 4; y++)
+ {
+ Interp2[x][y] = cNoise::CubicInterpolate((*m_WorkRnds)[x][y][0], (*m_WorkRnds)[x][y][1], (*m_WorkRnds)[x][y][2], (*m_WorkRnds)[x][y][3], FracZ);
+ }
+ }
+ for (int y = a_FromY; y < a_ToY; y++)
+ {
+ NOISE_DATATYPE Interp[4];
+ NOISE_DATATYPE FracY = m_FracY[y];
+ Interp[0] = cNoise::CubicInterpolate(Interp2[0][0], Interp2[0][1], Interp2[0][2], Interp2[0][3], FracY);
+ Interp[1] = cNoise::CubicInterpolate(Interp2[1][0], Interp2[1][1], Interp2[1][2], Interp2[1][3], FracY);
+ Interp[2] = cNoise::CubicInterpolate(Interp2[2][0], Interp2[2][1], Interp2[2][2], Interp2[2][3], FracY);
+ Interp[3] = cNoise::CubicInterpolate(Interp2[3][0], Interp2[3][1], Interp2[3][2], Interp2[3][3], FracY);
+ int idx = idxZ + y * m_SizeX + a_FromX;
+ for (int x = a_FromX; x < a_ToX; x++)
+ {
+ m_Array[idx++] = cNoise::CubicInterpolate(Interp[0], Interp[1], Interp[2], Interp[3], m_FracX[x]);
+ } // for x
+ } // for y
+ } // for z
+}
+
+
+
+
+
+void cCubicCell3D::InitWorkRnds(int a_FloorX, int a_FloorY, int a_FloorZ)
+{
+ m_CurFloorX = a_FloorX;
+ m_CurFloorY = a_FloorY;
+ m_CurFloorZ = a_FloorZ;
+ for (int x = 0; x < 4; x++)
+ {
+ int cx = a_FloorX + x - 1;
+ for (int y = 0; y < 4; y++)
+ {
+ int cy = a_FloorY + y - 1;
+ for (int z = 0; z < 4; z++)
+ {
+ int cz = a_FloorZ + z - 1;
+ (*m_WorkRnds)[x][y][z] = (NOISE_DATATYPE)m_Noise.IntNoise3D(cx, cy, cz);
+ }
+ }
+ }
+}
+
+
+
+
+
+void cCubicCell3D::Move(int a_NewFloorX, int a_NewFloorY, int a_NewFloorZ)
+{
+ // Swap the doublebuffer:
+ int OldFloorX = m_CurFloorX;
+ int OldFloorY = m_CurFloorY;
+ int OldFloorZ = m_CurFloorZ;
+ Workspace * OldWorkRnds = m_WorkRnds;
+ m_WorkRnds = (m_WorkRnds == &m_Workspace1) ? &m_Workspace2 : &m_Workspace1;
+
+ // Reuse as much of the old workspace as possible:
+ int DiffX = OldFloorX - a_NewFloorX;
+ int DiffY = OldFloorY - a_NewFloorY;
+ int DiffZ = OldFloorZ - a_NewFloorZ;
+ for (int x = 0; x < 4; x++)
+ {
+ int cx = a_NewFloorX + x - 1;
+ int OldX = x - DiffX; // Where would this X be in the old grid?
+ for (int y = 0; y < 4; y++)
+ {
+ int cy = a_NewFloorY + y - 1;
+ int OldY = y - DiffY; // Where would this Y be in the old grid?
+ for (int z = 0; z < 4; z++)
+ {
+ int cz = a_NewFloorZ + z - 1;
+ int OldZ = z - DiffZ;
+ if ((OldX >= 0) && (OldX < 4) && (OldY >= 0) && (OldY < 4) && (OldZ >= 0) && (OldZ < 4))
+ {
+ (*m_WorkRnds)[x][y][z] = (*OldWorkRnds)[OldX][OldY][OldZ];
+ }
+ else
+ {
+ (*m_WorkRnds)[x][y][z] = (NOISE_DATATYPE)m_Noise.IntNoise3D(cx, cy, cz);
+ }
+ } // for z
+ } // for y
+ } // for x
+ m_CurFloorX = a_NewFloorX;
+ m_CurFloorY = a_NewFloorY;
+ m_CurFloorZ = a_NewFloorZ;
+}
+
+
+
+
+
+////////////////////////////////////////////////////////////////////////////////
+// cNoise:
+
+cNoise::cNoise(int a_Seed) :
+ m_Seed(a_Seed)
+{
+}
+
+
+
+
+
+cNoise::cNoise(const cNoise & a_Noise) :
+ m_Seed(a_Noise.m_Seed)
+{
+}
+
+
+
+
+
+NOISE_DATATYPE cNoise::LinearNoise1D(NOISE_DATATYPE a_X) const
+{
+ int BaseX = FAST_FLOOR(a_X);
+ NOISE_DATATYPE FracX = a_X - BaseX;
+ return LinearInterpolate(IntNoise1D(BaseX), IntNoise1D(BaseX + 1), FracX);
+}
+
+
+
+
+
+NOISE_DATATYPE cNoise::CosineNoise1D(NOISE_DATATYPE a_X) const
+{
+ int BaseX = FAST_FLOOR(a_X);
+ NOISE_DATATYPE FracX = a_X - BaseX;
+ return CosineInterpolate(IntNoise1D(BaseX), IntNoise1D(BaseX + 1), FracX);
+}
+
+
+
+
+
+NOISE_DATATYPE cNoise::CubicNoise1D(NOISE_DATATYPE a_X) const
+{
+ int BaseX = FAST_FLOOR(a_X);
+ NOISE_DATATYPE FracX = a_X - BaseX;
+ return CubicInterpolate(IntNoise1D(BaseX - 1), IntNoise1D(BaseX), IntNoise1D(BaseX + 1), IntNoise1D(BaseX + 2), FracX);
+}
+
+
+
+
+
+NOISE_DATATYPE cNoise::SmoothNoise1D(int a_X) const
+{
+ return IntNoise1D(a_X) / 2 + IntNoise1D(a_X - 1) / 4 + IntNoise1D(a_X + 1) / 4;
+}
+
+
+
+
+
+NOISE_DATATYPE cNoise::CubicNoise2D(NOISE_DATATYPE a_X, NOISE_DATATYPE a_Y) const
+{
+ const int BaseX = FAST_FLOOR(a_X);
+ const int BaseY = FAST_FLOOR(a_Y);
+
+ const NOISE_DATATYPE points[4][4] =
+ {
+ { IntNoise2D(BaseX - 1, BaseY - 1), IntNoise2D(BaseX, BaseY - 1), IntNoise2D(BaseX + 1, BaseY - 1), IntNoise2D(BaseX + 2, BaseY - 1), },
+ { IntNoise2D(BaseX - 1, BaseY), IntNoise2D(BaseX, BaseY), IntNoise2D(BaseX + 1, BaseY), IntNoise2D(BaseX + 2, BaseY), },
+ { IntNoise2D(BaseX - 1, BaseY + 1), IntNoise2D(BaseX, BaseY + 1), IntNoise2D(BaseX + 1, BaseY + 1), IntNoise2D(BaseX + 2, BaseY + 1), },
+ { IntNoise2D(BaseX - 1, BaseY + 2), IntNoise2D(BaseX, BaseY + 2), IntNoise2D(BaseX + 1, BaseY + 2), IntNoise2D(BaseX + 2, BaseY + 2), },
+ };
+
+ const NOISE_DATATYPE FracX = a_X - BaseX;
+ const NOISE_DATATYPE interp1 = CubicInterpolate(points[0][0], points[0][1], points[0][2], points[0][3], FracX);
+ const NOISE_DATATYPE interp2 = CubicInterpolate(points[1][0], points[1][1], points[1][2], points[1][3], FracX);
+ const NOISE_DATATYPE interp3 = CubicInterpolate(points[2][0], points[2][1], points[2][2], points[2][3], FracX);
+ const NOISE_DATATYPE interp4 = CubicInterpolate(points[3][0], points[3][1], points[3][2], points[3][3], FracX);
+
+
+ const NOISE_DATATYPE FracY = a_Y - BaseY;
+ return CubicInterpolate(interp1, interp2, interp3, interp4, FracY);
+}
+
+
+
+
+
+NOISE_DATATYPE cNoise::CubicNoise3D(NOISE_DATATYPE a_X, NOISE_DATATYPE a_Y, NOISE_DATATYPE a_Z) const
+{
+ const int BaseX = FAST_FLOOR(a_X);
+ const int BaseY = FAST_FLOOR(a_Y);
+ const int BaseZ = FAST_FLOOR(a_Z);
+
+ const NOISE_DATATYPE points1[4][4] =
+ {
+ { IntNoise3D(BaseX - 1, BaseY - 1, BaseZ - 1), IntNoise3D(BaseX, BaseY - 1, BaseZ - 1), IntNoise3D(BaseX + 1, BaseY - 1, BaseZ - 1), IntNoise3D(BaseX + 2, BaseY - 1, BaseZ - 1), },
+ { IntNoise3D(BaseX - 1, BaseY, BaseZ - 1), IntNoise3D(BaseX, BaseY, BaseZ - 1), IntNoise3D(BaseX + 1, BaseY, BaseZ - 1), IntNoise3D(BaseX + 2, BaseY, BaseZ - 1), },
+ { IntNoise3D(BaseX - 1, BaseY + 1, BaseZ - 1), IntNoise3D(BaseX, BaseY + 1, BaseZ - 1), IntNoise3D(BaseX + 1, BaseY + 1, BaseZ - 1), IntNoise3D(BaseX + 2, BaseY + 1, BaseZ - 1), },
+ { IntNoise3D(BaseX - 1, BaseY + 2, BaseZ - 1), IntNoise3D(BaseX, BaseY + 2, BaseZ - 1), IntNoise3D(BaseX + 1, BaseY + 2, BaseZ - 1), IntNoise3D(BaseX + 2, BaseY + 2, BaseZ - 1), },
+ };
+
+ const NOISE_DATATYPE FracX = (a_X) - BaseX;
+ const NOISE_DATATYPE x1interp1 = CubicInterpolate( points1[0][0], points1[0][1], points1[0][2], points1[0][3], FracX);
+ const NOISE_DATATYPE x1interp2 = CubicInterpolate( points1[1][0], points1[1][1], points1[1][2], points1[1][3], FracX);
+ const NOISE_DATATYPE x1interp3 = CubicInterpolate( points1[2][0], points1[2][1], points1[2][2], points1[2][3], FracX);
+ const NOISE_DATATYPE x1interp4 = CubicInterpolate( points1[3][0], points1[3][1], points1[3][2], points1[3][3], FracX);
+
+ const NOISE_DATATYPE points2[4][4] =
+ {
+ { IntNoise3D(BaseX - 1, BaseY - 1, BaseZ), IntNoise3D(BaseX, BaseY - 1, BaseZ), IntNoise3D(BaseX + 1, BaseY - 1, BaseZ), IntNoise3D(BaseX + 2, BaseY - 1, BaseZ), },
+ { IntNoise3D(BaseX - 1, BaseY, BaseZ), IntNoise3D(BaseX, BaseY, BaseZ), IntNoise3D(BaseX + 1, BaseY, BaseZ), IntNoise3D(BaseX + 2, BaseY, BaseZ), },
+ { IntNoise3D(BaseX - 1, BaseY + 1, BaseZ), IntNoise3D(BaseX, BaseY + 1, BaseZ), IntNoise3D(BaseX + 1, BaseY + 1, BaseZ), IntNoise3D(BaseX + 2, BaseY + 1, BaseZ), },
+ { IntNoise3D(BaseX - 1, BaseY + 2, BaseZ), IntNoise3D(BaseX, BaseY + 2, BaseZ), IntNoise3D(BaseX + 1, BaseY + 2, BaseZ), IntNoise3D(BaseX + 2, BaseY + 2, BaseZ), },
+ };
+
+ const NOISE_DATATYPE x2interp1 = CubicInterpolate( points2[0][0], points2[0][1], points2[0][2], points2[0][3], FracX);
+ const NOISE_DATATYPE x2interp2 = CubicInterpolate( points2[1][0], points2[1][1], points2[1][2], points2[1][3], FracX);
+ const NOISE_DATATYPE x2interp3 = CubicInterpolate( points2[2][0], points2[2][1], points2[2][2], points2[2][3], FracX);
+ const NOISE_DATATYPE x2interp4 = CubicInterpolate( points2[3][0], points2[3][1], points2[3][2], points2[3][3], FracX);
+
+ const NOISE_DATATYPE points3[4][4] =
+ {
+ { IntNoise3D( BaseX-1, BaseY-1, BaseZ+1), IntNoise3D( BaseX, BaseY-1, BaseZ+1), IntNoise3D( BaseX+1, BaseY-1, BaseZ+1), IntNoise3D( BaseX+2, BaseY-1, BaseZ + 1), },
+ { IntNoise3D( BaseX-1, BaseY, BaseZ+1), IntNoise3D( BaseX, BaseY, BaseZ+1), IntNoise3D( BaseX+1, BaseY, BaseZ+1), IntNoise3D( BaseX+2, BaseY, BaseZ + 1), },
+ { IntNoise3D( BaseX-1, BaseY+1, BaseZ+1), IntNoise3D( BaseX, BaseY+1, BaseZ+1), IntNoise3D( BaseX+1, BaseY+1, BaseZ+1), IntNoise3D( BaseX+2, BaseY+1, BaseZ + 1), },
+ { IntNoise3D( BaseX-1, BaseY+2, BaseZ+1), IntNoise3D( BaseX, BaseY+2, BaseZ+1), IntNoise3D( BaseX+1, BaseY+2, BaseZ+1), IntNoise3D( BaseX+2, BaseY+2, BaseZ + 1), },
+ };
+
+ const NOISE_DATATYPE x3interp1 = CubicInterpolate( points3[0][0], points3[0][1], points3[0][2], points3[0][3], FracX);
+ const NOISE_DATATYPE x3interp2 = CubicInterpolate( points3[1][0], points3[1][1], points3[1][2], points3[1][3], FracX);
+ const NOISE_DATATYPE x3interp3 = CubicInterpolate( points3[2][0], points3[2][1], points3[2][2], points3[2][3], FracX);
+ const NOISE_DATATYPE x3interp4 = CubicInterpolate( points3[3][0], points3[3][1], points3[3][2], points3[3][3], FracX);
+
+ const NOISE_DATATYPE points4[4][4] =
+ {
+ { IntNoise3D( BaseX-1, BaseY-1, BaseZ+2), IntNoise3D( BaseX, BaseY-1, BaseZ+2), IntNoise3D( BaseX+1, BaseY-1, BaseZ+2), IntNoise3D( BaseX+2, BaseY-1, BaseZ+2), },
+ { IntNoise3D( BaseX-1, BaseY, BaseZ+2), IntNoise3D( BaseX, BaseY, BaseZ+2), IntNoise3D( BaseX+1, BaseY, BaseZ+2), IntNoise3D( BaseX+2, BaseY, BaseZ+2), },
+ { IntNoise3D( BaseX-1, BaseY+1, BaseZ+2), IntNoise3D( BaseX, BaseY+1, BaseZ+2), IntNoise3D( BaseX+1, BaseY+1, BaseZ+2), IntNoise3D( BaseX+2, BaseY+1, BaseZ+2), },
+ { IntNoise3D( BaseX-1, BaseY+2, BaseZ+2), IntNoise3D( BaseX, BaseY+2, BaseZ+2), IntNoise3D( BaseX+1, BaseY+2, BaseZ+2), IntNoise3D( BaseX+2, BaseY+2, BaseZ+2), },
+ };
+
+ const NOISE_DATATYPE x4interp1 = CubicInterpolate( points4[0][0], points4[0][1], points4[0][2], points4[0][3], FracX);
+ const NOISE_DATATYPE x4interp2 = CubicInterpolate( points4[1][0], points4[1][1], points4[1][2], points4[1][3], FracX);
+ const NOISE_DATATYPE x4interp3 = CubicInterpolate( points4[2][0], points4[2][1], points4[2][2], points4[2][3], FracX);
+ const NOISE_DATATYPE x4interp4 = CubicInterpolate( points4[3][0], points4[3][1], points4[3][2], points4[3][3], FracX);
+
+ const NOISE_DATATYPE FracY = (a_Y) - BaseY;
+ const NOISE_DATATYPE yinterp1 = CubicInterpolate( x1interp1, x1interp2, x1interp3, x1interp4, FracY);
+ const NOISE_DATATYPE yinterp2 = CubicInterpolate( x2interp1, x2interp2, x2interp3, x2interp4, FracY);
+ const NOISE_DATATYPE yinterp3 = CubicInterpolate( x3interp1, x3interp2, x3interp3, x3interp4, FracY);
+ const NOISE_DATATYPE yinterp4 = CubicInterpolate( x4interp1, x4interp2, x4interp3, x4interp4, FracY);
+
+ const NOISE_DATATYPE FracZ = (a_Z) - BaseZ;
+ return CubicInterpolate( yinterp1, yinterp2, yinterp3, yinterp4, FracZ);
+}
+
+
+
+
+
+////////////////////////////////////////////////////////////////////////////////
+// cCubicNoise:
+
+cCubicNoise::cCubicNoise(int a_Seed) :
+ m_Noise(a_Seed)
+{
+}
+
+
+
+
+
+void cCubicNoise::Generate2D(
+ NOISE_DATATYPE * a_Array, ///< Array to generate into [x + a_SizeX * y]
+ int a_SizeX, int a_SizeY, ///< Size of the array (num doubles), in each direction
+ NOISE_DATATYPE a_StartX, NOISE_DATATYPE a_EndX, ///< Noise-space coords of the array in the X direction
+ NOISE_DATATYPE a_StartY, NOISE_DATATYPE a_EndY ///< Noise-space coords of the array in the Y direction
+) const
+{
+ ASSERT(a_SizeX > 0);
+ ASSERT(a_SizeY > 0);
+ ASSERT(a_SizeX < MAX_SIZE);
+ ASSERT(a_SizeY < MAX_SIZE);
+ ASSERT(a_StartX < a_EndX);
+ ASSERT(a_StartY < a_EndY);
+
+ // Calculate the integral and fractional parts of each coord:
+ int FloorX[MAX_SIZE];
+ int FloorY[MAX_SIZE];
+ NOISE_DATATYPE FracX[MAX_SIZE];
+ NOISE_DATATYPE FracY[MAX_SIZE];
+ int SameX[MAX_SIZE];
+ int SameY[MAX_SIZE];
+ int NumSameX, NumSameY;
+ CalcFloorFrac(a_SizeX, a_StartX, a_EndX, FloorX, FracX, SameX, NumSameX);
+ CalcFloorFrac(a_SizeY, a_StartY, a_EndY, FloorY, FracY, SameY, NumSameY);
+
+ cCubicCell2D Cell(m_Noise, a_Array, a_SizeX, a_SizeY, FracX, FracY);
+
+ Cell.InitWorkRnds(FloorX[0], FloorY[0]);
+
+ // Calculate query values using Cell:
+ int FromY = 0;
+ for (int y = 0; y < NumSameY; y++)
+ {
+ int ToY = FromY + SameY[y];
+ int FromX = 0;
+ int CurFloorY = FloorY[FromY];
+ for (int x = 0; x < NumSameX; x++)
+ {
+ int ToX = FromX + SameX[x];
+ Cell.Generate(FromX, ToX, FromY, ToY);
+ Cell.Move(FloorX[ToX], CurFloorY);
+ FromX = ToX;
+ }
+ Cell.Move(FloorX[0], FloorY[ToY]);
+ FromY = ToY;
+ }
+}
+
+
+
+
+
+void cCubicNoise::Generate3D(
+ NOISE_DATATYPE * a_Array, ///< Array to generate into [x + a_SizeX * y]
+ int a_SizeX, int a_SizeY, int a_SizeZ, ///< Size of the array (num doubles), in each direction
+ NOISE_DATATYPE a_StartX, NOISE_DATATYPE a_EndX, ///< Noise-space coords of the array in the X direction
+ NOISE_DATATYPE a_StartY, NOISE_DATATYPE a_EndY, ///< Noise-space coords of the array in the Y direction
+ NOISE_DATATYPE a_StartZ, NOISE_DATATYPE a_EndZ ///< Noise-space coords of the array in the Y direction
+) const
+{
+ ASSERT(a_SizeX < MAX_SIZE);
+ ASSERT(a_SizeY < MAX_SIZE);
+ ASSERT(a_SizeZ < MAX_SIZE);
+ ASSERT(a_StartX < a_EndX);
+ ASSERT(a_StartY < a_EndY);
+ ASSERT(a_StartZ < a_EndZ);
+
+ // Calculate the integral and fractional parts of each coord:
+ int FloorX[MAX_SIZE];
+ int FloorY[MAX_SIZE];
+ int FloorZ[MAX_SIZE];
+ NOISE_DATATYPE FracX[MAX_SIZE];
+ NOISE_DATATYPE FracY[MAX_SIZE];
+ NOISE_DATATYPE FracZ[MAX_SIZE];
+ int SameX[MAX_SIZE];
+ int SameY[MAX_SIZE];
+ int SameZ[MAX_SIZE];
+ int NumSameX, NumSameY, NumSameZ;
+ CalcFloorFrac(a_SizeX, a_StartX, a_EndX, FloorX, FracX, SameX, NumSameX);
+ CalcFloorFrac(a_SizeY, a_StartY, a_EndY, FloorY, FracY, SameY, NumSameY);
+ CalcFloorFrac(a_SizeZ, a_StartZ, a_EndZ, FloorZ, FracZ, SameZ, NumSameZ);
+
+ cCubicCell3D Cell(
+ m_Noise, a_Array,
+ a_SizeX, a_SizeY, a_SizeZ,
+ FracX, FracY, FracZ
+ );
+
+ Cell.InitWorkRnds(FloorX[0], FloorY[0], FloorZ[0]);
+
+ // Calculate query values using Cell:
+ int FromZ = 0;
+ for (int z = 0; z < NumSameZ; z++)
+ {
+ int ToZ = FromZ + SameZ[z];
+ int CurFloorZ = FloorZ[FromZ];
+ int FromY = 0;
+ for (int y = 0; y < NumSameY; y++)
+ {
+ int ToY = FromY + SameY[y];
+ int CurFloorY = FloorY[FromY];
+ int FromX = 0;
+ for (int x = 0; x < NumSameX; x++)
+ {
+ int ToX = FromX + SameX[x];
+ Cell.Generate(FromX, ToX, FromY, ToY, FromZ, ToZ);
+ Cell.Move(FloorX[ToX], CurFloorY, CurFloorZ);
+ FromX = ToX;
+ }
+ Cell.Move(FloorX[0], FloorY[ToY], CurFloorZ);
+ FromY = ToY;
+ } // for y
+ Cell.Move(FloorX[0], FloorY[0], FloorZ[ToZ]);
+ FromZ = ToZ;
+ } // for z
+}
+
+
+
+
+
+void cCubicNoise::CalcFloorFrac(
+ int a_Size,
+ NOISE_DATATYPE a_Start, NOISE_DATATYPE a_End,
+ int * a_Floor, NOISE_DATATYPE * a_Frac,
+ int * a_Same, int & a_NumSame
+) const
+{
+ ASSERT(a_Size > 0);
+
+ NOISE_DATATYPE val = a_Start;
+ NOISE_DATATYPE dif = (a_End - a_Start) / (a_Size - 1);
+ for (int i = 0; i < a_Size; i++)
+ {
+ a_Floor[i] = FAST_FLOOR(val);
+ a_Frac[i] = val - a_Floor[i];
+ val += dif;
+ }
+
+ // Mark up the same floor values into a_Same / a_NumSame:
+ int CurFloor = a_Floor[0];
+ int LastSame = 0;
+ a_NumSame = 0;
+ for (int i = 1; i < a_Size; i++)
+ {
+ if (a_Floor[i] != CurFloor)
+ {
+ a_Same[a_NumSame] = i - LastSame;
+ LastSame = i;
+ a_NumSame += 1;
+ CurFloor = a_Floor[i];
+ }
+ } // for i - a_Floor[]
+ if (LastSame < a_Size)
+ {
+ a_Same[a_NumSame] = a_Size - LastSame;
+ a_NumSame += 1;
+ }
+}
+
+
+
+
+
+////////////////////////////////////////////////////////////////////////////////
+// cImprovedNoise:
+
+cImprovedNoise::cImprovedNoise(int a_Seed)
+{
+ // Initialize the permutations with identity:
+ for (int i = 0; i < 256; i++)
+ {
+ m_Perm[i] = i;
+ }
+
+ // Randomize the permutation table - swap each element with a random other element:
+ cNoise noise(a_Seed);
+ for (int i = 0; i < 256; i++)
+ {
+ int rnd = (noise.IntNoise1DInt(i) / 7) % 256;
+ std::swap(m_Perm[i], m_Perm[rnd]);
+ }
+
+ // Copy the lower 256 entries into upper 256 entries:
+ for (int i = 0; i < 256; i++)
+ {
+ m_Perm[i + 256] = m_Perm[i];
+ }
+}
+
+
+
+
+
+void cImprovedNoise::Generate2D(
+ NOISE_DATATYPE * a_Array,
+ int a_SizeX, int a_SizeY,
+ NOISE_DATATYPE a_StartX, NOISE_DATATYPE a_EndX,
+ NOISE_DATATYPE a_StartY, NOISE_DATATYPE a_EndY
+) const
+{
+ size_t idx = 0;
+ for (int y = 0; y < a_SizeY; y++)
+ {
+ NOISE_DATATYPE ratioY = static_cast<NOISE_DATATYPE>(y) / (a_SizeY - 1);
+ NOISE_DATATYPE noiseY = Lerp(a_StartY, a_EndY, ratioY);
+ int noiseYInt = FAST_FLOOR(noiseY);
+ int yCoord = noiseYInt & 255;
+ NOISE_DATATYPE noiseYFrac = noiseY - noiseYInt;
+ NOISE_DATATYPE fadeY = Fade(noiseYFrac);
+ for (int x = 0; x < a_SizeX; x++)
+ {
+ NOISE_DATATYPE ratioX = static_cast<NOISE_DATATYPE>(x) / (a_SizeX - 1);
+ NOISE_DATATYPE noiseX = Lerp(a_StartX, a_EndX, ratioX);
+ int noiseXInt = FAST_FLOOR(noiseX);
+ int xCoord = noiseXInt & 255;
+ NOISE_DATATYPE noiseXFrac = noiseX - noiseXInt;
+ NOISE_DATATYPE fadeX = Fade(noiseXFrac);
+
+ // Hash the coordinates:
+ int A = m_Perm[xCoord] + yCoord;
+ int AA = m_Perm[A];
+ int AB = m_Perm[A + 1];
+ int B = m_Perm[xCoord + 1] + yCoord;
+ int BA = m_Perm[B];
+ int BB = m_Perm[B + 1];
+
+ // Lerp the gradients:
+ a_Array[idx++] = Lerp(
+ Lerp(Grad(m_Perm[AA], noiseXFrac, noiseYFrac, 0), Grad(m_Perm[BA], noiseXFrac - 1, noiseYFrac, 0), fadeX),
+ Lerp(Grad(m_Perm[AB], noiseXFrac, noiseYFrac - 1, 0), Grad(m_Perm[BB], noiseXFrac - 1, noiseYFrac - 1, 0), fadeX),
+ fadeY
+ );
+ } // for x
+ } // for y
+}
+
+
+
+
+
+void cImprovedNoise::Generate3D(
+ NOISE_DATATYPE * a_Array,
+ int a_SizeX, int a_SizeY, int a_SizeZ,
+ NOISE_DATATYPE a_StartX, NOISE_DATATYPE a_EndX,
+ NOISE_DATATYPE a_StartY, NOISE_DATATYPE a_EndY,
+ NOISE_DATATYPE a_StartZ, NOISE_DATATYPE a_EndZ
+) const
+{
+ size_t idx = 0;
+ for (int z = 0; z < a_SizeZ; z++)
+ {
+ NOISE_DATATYPE ratioZ = static_cast<NOISE_DATATYPE>(z) / (a_SizeZ - 1);
+ NOISE_DATATYPE noiseZ = Lerp(a_StartZ, a_EndZ, ratioZ);
+ int noiseZInt = FAST_FLOOR(noiseZ);
+ int zCoord = noiseZInt & 255;
+ NOISE_DATATYPE noiseZFrac = noiseZ - noiseZInt;
+ NOISE_DATATYPE fadeZ = Fade(noiseZFrac);
+ for (int y = 0; y < a_SizeY; y++)
+ {
+ NOISE_DATATYPE ratioY = static_cast<NOISE_DATATYPE>(y) / (a_SizeY - 1);
+ NOISE_DATATYPE noiseY = Lerp(a_StartY, a_EndY, ratioY);
+ int noiseYInt = FAST_FLOOR(noiseY);
+ int yCoord = noiseYInt & 255;
+ NOISE_DATATYPE noiseYFrac = noiseY - noiseYInt;
+ NOISE_DATATYPE fadeY = Fade(noiseYFrac);
+ for (int x = 0; x < a_SizeX; x++)
+ {
+ NOISE_DATATYPE ratioX = static_cast<NOISE_DATATYPE>(x) / (a_SizeX - 1);
+ NOISE_DATATYPE noiseX = Lerp(a_StartX, a_EndX, ratioX);
+ int noiseXInt = FAST_FLOOR(noiseX);
+ int xCoord = noiseXInt & 255;
+ NOISE_DATATYPE noiseXFrac = noiseX - noiseXInt;
+ NOISE_DATATYPE fadeX = Fade(noiseXFrac);
+
+ // Hash the coordinates:
+ int A = m_Perm[xCoord] + yCoord;
+ int AA = m_Perm[A] + zCoord;
+ int AB = m_Perm[A + 1] + zCoord;
+ int B = m_Perm[xCoord + 1] + yCoord;
+ int BA = m_Perm[B] + zCoord;
+ int BB = m_Perm[B + 1] + zCoord;
+
+ // Lerp the gradients:
+ // TODO: This may be optimized by swapping the coords and recalculating most lerps only "once every x"
+ a_Array[idx++] = Lerp(
+ Lerp(
+ Lerp(Grad(m_Perm[AA], noiseXFrac, noiseYFrac, noiseZFrac), Grad(m_Perm[BA], noiseXFrac - 1, noiseYFrac, noiseZFrac), fadeX),
+ Lerp(Grad(m_Perm[AB], noiseXFrac, noiseYFrac - 1, noiseZFrac), Grad(m_Perm[BB], noiseXFrac - 1, noiseYFrac - 1, noiseZFrac), fadeX),
+ fadeY
+ ),
+ Lerp(
+ Lerp(Grad(m_Perm[AA + 1], noiseXFrac, noiseYFrac, noiseZFrac - 1), Grad(m_Perm[BA + 1], noiseXFrac - 1, noiseYFrac, noiseZFrac - 1), fadeX),
+ Lerp(Grad(m_Perm[AB + 1], noiseXFrac, noiseYFrac - 1, noiseZFrac - 1), Grad(m_Perm[BB + 1], noiseXFrac - 1, noiseYFrac - 1, noiseZFrac - 1), fadeX),
+ fadeY
+ ),
+ fadeZ
+ );
+ } // for x
+ } // for y
+ } // for z
+}
+
+
+
+
+
+NOISE_DATATYPE cImprovedNoise::GetValueAt(int a_X, int a_Y, int a_Z)
+{
+ // Hash the coordinates:
+ a_X = a_X & 255;
+ a_Y = a_Y & 255;
+ a_Z = a_Z & 255;
+ int A = m_Perm[a_X] + a_Y;
+ int AA = m_Perm[A] + a_Z;
+
+ return Grad(m_Perm[AA], 1, 1, 1);
+}
+
+
+
+
+
diff --git a/src/Noise/Noise.h b/src/Noise/Noise.h
new file mode 100644
index 000000000..323194bfd
--- /dev/null
+++ b/src/Noise/Noise.h
@@ -0,0 +1,332 @@
+
+// Noise.h
+
+// Declares the cNoise, cCubicNoise and cPerlinNoise classes for generating noise
+
+#pragma once
+
+#include <cmath>
+
+/** The datatype used by all the noise generators. */
+typedef float NOISE_DATATYPE;
+
+#include "OctavedNoise.h"
+#include "RidgedNoise.h"
+
+
+
+
+
+class cNoise
+{
+public:
+ cNoise(int a_Seed);
+ cNoise(const cNoise & a_Noise);
+
+ // The following functions, if not marked INLINE, are about 20 % slower
+ inline NOISE_DATATYPE IntNoise1D(int a_X) const;
+ inline NOISE_DATATYPE IntNoise2D(int a_X, int a_Y) const;
+ inline NOISE_DATATYPE IntNoise3D(int a_X, int a_Y, int a_Z) const;
+
+ // Return a float number in the specified range:
+ inline NOISE_DATATYPE IntNoise2DInRange(int a_X, int a_Y, float a_Min, float a_Max) const
+ {
+ return a_Min + std::abs(IntNoise2D(a_X, a_Y)) * (a_Max - a_Min);
+ }
+
+ // Note: These functions have a mod8-irregular chance - each of the mod8 remainders has different chance of occurrence. Divide by 8 to rectify.
+ inline int IntNoise1DInt(int a_X) const;
+ inline int IntNoise2DInt(int a_X, int a_Y) const;
+ inline int IntNoise3DInt(int a_X, int a_Y, int a_Z) const;
+
+ NOISE_DATATYPE LinearNoise1D(NOISE_DATATYPE a_X) const;
+ NOISE_DATATYPE CosineNoise1D(NOISE_DATATYPE a_X) const;
+ NOISE_DATATYPE CubicNoise1D (NOISE_DATATYPE a_X) const;
+ NOISE_DATATYPE SmoothNoise1D(int a_X) const;
+
+ NOISE_DATATYPE CubicNoise2D (NOISE_DATATYPE a_X, NOISE_DATATYPE a_Y) const;
+
+ NOISE_DATATYPE CubicNoise3D (NOISE_DATATYPE a_X, NOISE_DATATYPE a_Y, NOISE_DATATYPE a_Z) const;
+
+ void SetSeed(int a_Seed) { m_Seed = a_Seed; }
+
+ inline static NOISE_DATATYPE CubicInterpolate (NOISE_DATATYPE a_A, NOISE_DATATYPE a_B, NOISE_DATATYPE a_C, NOISE_DATATYPE a_D, NOISE_DATATYPE a_Pct);
+ inline static NOISE_DATATYPE CosineInterpolate(NOISE_DATATYPE a_A, NOISE_DATATYPE a_B, NOISE_DATATYPE a_Pct);
+ inline static NOISE_DATATYPE LinearInterpolate(NOISE_DATATYPE a_A, NOISE_DATATYPE a_B, NOISE_DATATYPE a_Pct);
+
+private:
+ int m_Seed;
+} ;
+
+
+
+
+
+class cCubicNoise
+{
+public:
+ /** Maximum size of each dimension of the query arrays. */
+ static const int MAX_SIZE = 512;
+
+
+ /** Creates a new instance with the specified seed. */
+ cCubicNoise(int a_Seed);
+
+
+ /** Fills a 2D array with the values of the noise. */
+ void Generate2D(
+ NOISE_DATATYPE * a_Array, ///< Array to generate into [x + a_SizeX * y]
+ int a_SizeX, int a_SizeY, ///< Count of the array, in each direction
+ NOISE_DATATYPE a_StartX, NOISE_DATATYPE a_EndX, ///< Noise-space coords of the array in the X direction
+ NOISE_DATATYPE a_StartY, NOISE_DATATYPE a_EndY ///< Noise-space coords of the array in the Y direction
+ ) const;
+
+
+ /** Fills a 3D array with the values of the noise. */
+ void Generate3D(
+ NOISE_DATATYPE * a_Array, ///< Array to generate into [x + a_SizeX * y + a_SizeX * a_SizeY * z]
+ int a_SizeX, int a_SizeY, int a_SizeZ, ///< Count of the array, in each direction
+ NOISE_DATATYPE a_StartX, NOISE_DATATYPE a_EndX, ///< Noise-space coords of the array in the X direction
+ NOISE_DATATYPE a_StartY, NOISE_DATATYPE a_EndY, ///< Noise-space coords of the array in the Y direction
+ NOISE_DATATYPE a_StartZ, NOISE_DATATYPE a_EndZ ///< Noise-space coords of the array in the Z direction
+ ) const;
+
+protected:
+
+ /** Noise used for integral random values. */
+ cNoise m_Noise;
+
+
+ /** Calculates the integral and fractional parts along one axis.
+ a_Floor will receive the integral parts (array of a_Size ints).
+ a_Frac will receive the fractional parts (array of a_Size floats).
+ a_Same will receive the counts of items that have the same integral parts (array of up to a_Size ints).
+ a_NumSame will receive the count of a_Same elements (total count of different integral parts). */
+ void CalcFloorFrac(
+ int a_Size,
+ NOISE_DATATYPE a_Start, NOISE_DATATYPE a_End,
+ int * a_Floor, NOISE_DATATYPE * a_Frac,
+ int * a_Same, int & a_NumSame
+ ) const;
+} ;
+
+
+
+
+
+/** Improved noise, as described by Ken Perlin: http://mrl.nyu.edu/~perlin/paper445.pdf
+Implementation adapted from Perlin's Java implementation: http://mrl.nyu.edu/~perlin/noise/ */
+class cImprovedNoise
+{
+public:
+ /** Constructs a new instance of the noise obbject.
+ Note that this operation is quite expensive (the permutation array being constructed). */
+ cImprovedNoise(int a_Seed);
+
+
+ /** Fills a 2D array with the values of the noise. */
+ void Generate2D(
+ NOISE_DATATYPE * a_Array, ///< Array to generate into [x + a_SizeX * y]
+ int a_SizeX, int a_SizeY, ///< Count of the array, in each direction
+ NOISE_DATATYPE a_StartX, NOISE_DATATYPE a_EndX, ///< Noise-space coords of the array in the X direction
+ NOISE_DATATYPE a_StartY, NOISE_DATATYPE a_EndY ///< Noise-space coords of the array in the Y direction
+ ) const;
+
+
+ /** Fills a 3D array with the values of the noise. */
+ void Generate3D(
+ NOISE_DATATYPE * a_Array, ///< Array to generate into [x + a_SizeX * y + a_SizeX * a_SizeY * z]
+ int a_SizeX, int a_SizeY, int a_SizeZ, ///< Count of the array, in each direction
+ NOISE_DATATYPE a_StartX, NOISE_DATATYPE a_EndX, ///< Noise-space coords of the array in the X direction
+ NOISE_DATATYPE a_StartY, NOISE_DATATYPE a_EndY, ///< Noise-space coords of the array in the Y direction
+ NOISE_DATATYPE a_StartZ, NOISE_DATATYPE a_EndZ ///< Noise-space coords of the array in the Z direction
+ ) const;
+
+ /** Returns the value at the specified integral coords. Used for raw speed measurement. */
+ NOISE_DATATYPE GetValueAt(int a_X, int a_Y, int a_Z);
+
+protected:
+
+ /** The permutation table used by the noise function. Initialized using seed. */
+ int m_Perm[512];
+
+
+ /** Calculates the fade curve, 6 * t^5 - 15 * t^4 + 10 * t^3. */
+ inline static NOISE_DATATYPE Fade(NOISE_DATATYPE a_T)
+ {
+ return a_T * a_T * a_T * (a_T * (a_T * 6 - 15) + 10);
+ }
+
+ /** Returns the gradient value based on the hash. */
+ inline static NOISE_DATATYPE Grad(int a_Hash, NOISE_DATATYPE a_X, NOISE_DATATYPE a_Y, NOISE_DATATYPE a_Z)
+ {
+ int hash = a_Hash % 16;
+ NOISE_DATATYPE u = (hash < 8) ? a_X : a_Y;
+ NOISE_DATATYPE v = (hash < 4) ? a_Y : (((hash == 12) || (hash == 14)) ? a_X : a_Z);
+ return (((hash & 1) == 0) ? u : -u) + (((hash & 2) == 0) ? v : -v);
+ }
+};
+
+
+
+
+
+typedef cOctavedNoise<cCubicNoise> cPerlinNoise;
+typedef cOctavedNoise<cRidgedNoise<cCubicNoise>> cRidgedMultiNoise;
+
+
+
+
+
+////////////////////////////////////////////////////////////////////////////////
+// Inline function definitions:
+// These need to be in the header, otherwise linker error occur in MSVC
+
+NOISE_DATATYPE cNoise::IntNoise1D(int a_X) const
+{
+ int x = ((a_X * m_Seed) << 13) ^ a_X;
+ return (1 - (NOISE_DATATYPE)((x * (x * x * 15731 + 789221) + 1376312589) & 0x7fffffff) / 1073741824);
+ // returns a float number in the range of [-1, 1]
+}
+
+
+
+
+
+NOISE_DATATYPE cNoise::IntNoise2D(int a_X, int a_Y) const
+{
+ int n = a_X + a_Y * 57 + m_Seed * 57 * 57;
+ n = (n << 13) ^ n;
+ return (1 - (NOISE_DATATYPE)((n * (n * n * 15731 + 789221) + 1376312589) & 0x7fffffff) / 1073741824);
+ // returns a float number in the range of [-1, 1]
+}
+
+
+
+
+
+NOISE_DATATYPE cNoise::IntNoise3D(int a_X, int a_Y, int a_Z) const
+{
+ int n = a_X + a_Y * 57 + a_Z * 57 * 57 + m_Seed * 57 * 57 * 57;
+ n = (n << 13) ^ n;
+ return ((NOISE_DATATYPE)1 - (NOISE_DATATYPE)((n * (n * n * 15731 + 789221) + 1376312589) & 0x7fffffff) / 1073741824.0f);
+ // returns a float number in the range of [-1, 1]
+}
+
+
+
+
+
+int cNoise::IntNoise1DInt(int a_X) const
+{
+ int x = ((a_X * m_Seed) << 13) ^ a_X;
+ return ((x * (x * x * 15731 + 789221) + 1376312589) & 0x7fffffff);
+}
+
+
+
+
+
+int cNoise::IntNoise2DInt(int a_X, int a_Y) const
+{
+ int n = a_X + a_Y * 57 + m_Seed * 57 * 57;
+ n = (n << 13) ^ n;
+ return ((n * (n * n * 15731 + 789221) + 1376312589) & 0x7fffffff);
+}
+
+
+
+
+
+int cNoise::IntNoise3DInt(int a_X, int a_Y, int a_Z) const
+{
+ int n = a_X + a_Y * 57 + a_Z * 57 * 57 + m_Seed * 57 * 57 * 57;
+ n = (n << 13) ^ n;
+ return ((n * (n * n * 15731 + 789221) + 1376312589) & 0x7fffffff);
+}
+
+
+
+
+
+NOISE_DATATYPE cNoise::CubicInterpolate(NOISE_DATATYPE a_A, NOISE_DATATYPE a_B, NOISE_DATATYPE a_C, NOISE_DATATYPE a_D, NOISE_DATATYPE a_Pct)
+{
+ NOISE_DATATYPE P = (a_D - a_C) - (a_A - a_B);
+ NOISE_DATATYPE Q = (a_A - a_B) - P;
+ NOISE_DATATYPE R = a_C - a_A;
+ NOISE_DATATYPE S = a_B;
+
+ return ((P * a_Pct + Q) * a_Pct + R) * a_Pct + S;
+}
+
+
+
+
+
+NOISE_DATATYPE cNoise::CosineInterpolate(NOISE_DATATYPE a_A, NOISE_DATATYPE a_B, NOISE_DATATYPE a_Pct)
+{
+ const NOISE_DATATYPE ft = a_Pct * (NOISE_DATATYPE)3.1415927;
+ const NOISE_DATATYPE f = (NOISE_DATATYPE)((NOISE_DATATYPE)(1 - cos(ft)) * (NOISE_DATATYPE)0.5);
+ return a_A * (1 - f) + a_B * f;
+}
+
+
+
+
+
+NOISE_DATATYPE cNoise::LinearInterpolate(NOISE_DATATYPE a_A, NOISE_DATATYPE a_B, NOISE_DATATYPE a_Pct)
+{
+ return a_A * (1 - a_Pct) + a_B * a_Pct;
+}
+
+
+
+
+
+////////////////////////////////////////////////////////////////////////////////
+// Global functions:
+
+/** Exports the noise array into a file.
+a_Coeff specifies the value that each array value is multiplied by before being converted into a byte. */
+extern void Debug2DNoise(const NOISE_DATATYPE * a_Array, int a_SizeX, int a_SizeY, const AString & a_FileNameBase, NOISE_DATATYPE a_Coeff = 32);
+
+/** Exports the noise array into a set of files, ordered by XY and XZ.
+a_Coeff specifies the value that each array value is multiplied by before being converted into a byte. */
+extern void Debug3DNoise(const NOISE_DATATYPE * a_Array, int a_SizeX, int a_SizeY, int a_SizeZ, const AString & a_FileNameBase, NOISE_DATATYPE a_Coeff = 32);
+
+
+
+
+/** Linearly interpolates between two values.
+Assumes that a_Ratio is in range [0, 1]. */
+inline NOISE_DATATYPE Lerp(NOISE_DATATYPE a_Val1, NOISE_DATATYPE a_Val2, NOISE_DATATYPE a_Ratio)
+{
+ return a_Val1 + (a_Val2 - a_Val1) * a_Ratio;
+}
+
+
+
+
+
+/** Linearly interpolates between two values, clamping the ratio to [0, 1] first. */
+inline NOISE_DATATYPE ClampedLerp(NOISE_DATATYPE a_Val1, NOISE_DATATYPE a_Val2, NOISE_DATATYPE a_Ratio)
+{
+ if (a_Ratio < 0)
+ {
+ return a_Val1;
+ }
+ if (a_Ratio > 1)
+ {
+ return a_Val2;
+ }
+ return Lerp(a_Val1, a_Val2, a_Ratio);
+}
+
+
+
+
+
+
+
+
+
diff --git a/src/Noise/OctavedNoise.h b/src/Noise/OctavedNoise.h
new file mode 100644
index 000000000..855117289
--- /dev/null
+++ b/src/Noise/OctavedNoise.h
@@ -0,0 +1,192 @@
+
+// OctavedNoise.h
+
+// Implements the cOctavedNoise class template representing a noise generator that layers several octaves of another noise
+
+
+
+
+
+#pragma once
+
+
+
+
+
+template <typename N>
+class cOctavedNoise
+{
+public:
+ cOctavedNoise(int a_Seed = 0):
+ m_Seed(a_Seed)
+ {
+ }
+
+
+ /** Sets a new seed for the generators. Relays the seed to all underlying octaves. */
+ void SetSeed(int a_Seed)
+ {
+ m_Seed = a_Seed;
+ for (auto oct: m_Octaves)
+ {
+ oct->SetSeed(a_Seed);
+ }
+ }
+
+
+ /** Adds a new octave to the list of octaves that compose this noise. */
+ void AddOctave(NOISE_DATATYPE a_Frequency, NOISE_DATATYPE a_Amplitude)
+ {
+ m_Octaves.emplace_back(m_Seed, a_Frequency, a_Amplitude);
+ }
+
+
+ /** Fills a 2D array with the values of the noise. */
+ void Generate2D(
+ NOISE_DATATYPE * a_Array, ///< Array to generate into [x + a_SizeX * y]
+ int a_SizeX, int a_SizeY, ///< Count of the array, in each direction
+ NOISE_DATATYPE a_StartX, NOISE_DATATYPE a_EndX, ///< Noise-space coords of the array in the X direction
+ NOISE_DATATYPE a_StartY, NOISE_DATATYPE a_EndY, ///< Noise-space coords of the array in the Y direction
+ NOISE_DATATYPE * a_Workspace = nullptr ///< Workspace that this function can use and trash.
+ ) const
+ {
+ // Check that state is alright:
+ if (m_Octaves.empty())
+ {
+ ASSERT(!"cOctavedNoise: No octaves to generate!");
+ return;
+ }
+
+ // Allocate the workspace on the heap, if it wasn't given:
+ std::unique_ptr<NOISE_DATATYPE[]> workspaceHeap;
+ if (a_Workspace == nullptr)
+ {
+ workspaceHeap.reset(new NOISE_DATATYPE[a_SizeX * a_SizeY]);
+ a_Workspace = workspaceHeap.get();
+ }
+
+ // Generate the first octave directly into array:
+ const cOctave & FirstOctave = m_Octaves.front();
+ int ArrayCount = a_SizeX * a_SizeY;
+ FirstOctave.m_Noise.Generate2D(
+ a_Workspace, a_SizeX, a_SizeY,
+ a_StartX * FirstOctave.m_Frequency, a_EndX * FirstOctave.m_Frequency,
+ a_StartY * FirstOctave.m_Frequency, a_EndY * FirstOctave.m_Frequency
+ );
+ NOISE_DATATYPE Amplitude = FirstOctave.m_Amplitude;
+ for (int i = 0; i < ArrayCount; i++)
+ {
+ a_Array[i] = a_Workspace[i] * Amplitude;
+ }
+
+ // Add each octave:
+ for (auto itr = m_Octaves.cbegin() + 1, end = m_Octaves.cend(); itr != end; ++itr)
+ {
+ // Generate the noise for the octave:
+ itr->m_Noise.Generate2D(
+ a_Workspace, a_SizeX, a_SizeY,
+ a_StartX * itr->m_Frequency, a_EndX * itr->m_Frequency,
+ a_StartY * itr->m_Frequency, a_EndY * itr->m_Frequency
+ );
+ // Add it into the output:
+ NOISE_DATATYPE Amplitude = itr->m_Amplitude;
+ for (int i = 0; i < ArrayCount; i++)
+ {
+ a_Array[i] += a_Workspace[i] * Amplitude;
+ }
+ } // for itr - m_Octaves[]
+ }
+
+
+ /** Fills a 3D array with the values of the noise. */
+ void Generate3D(
+ NOISE_DATATYPE * a_Array, ///< Array to generate into [x + a_SizeX * y + a_SizeX * a_SizeY * z]
+ int a_SizeX, int a_SizeY, int a_SizeZ, ///< Count of the array, in each direction
+ NOISE_DATATYPE a_StartX, NOISE_DATATYPE a_EndX, ///< Noise-space coords of the array in the X direction
+ NOISE_DATATYPE a_StartY, NOISE_DATATYPE a_EndY, ///< Noise-space coords of the array in the Y direction
+ NOISE_DATATYPE a_StartZ, NOISE_DATATYPE a_EndZ, ///< Noise-space coords of the array in the Z direction
+ NOISE_DATATYPE * a_Workspace = nullptr ///< Workspace that this function can use and trash, same size as a_Array
+ ) const
+ {
+ // Check that state is alright:
+ if (m_Octaves.empty())
+ {
+ ASSERT(!"cOctavedNoise: No octaves to generate!");
+ return;
+ }
+
+ // Allocate the workspace on the heap, if it wasn't given:
+ std::unique_ptr<NOISE_DATATYPE[]> workspaceHeap;
+ if (a_Workspace == nullptr)
+ {
+ workspaceHeap.reset(new NOISE_DATATYPE[a_SizeX * a_SizeY * a_SizeZ]);
+ a_Workspace = workspaceHeap.get();
+ }
+
+ // Generate the first octave directly into array:
+ const cOctave & FirstOctave = m_Octaves.front();
+ int ArrayCount = a_SizeX * a_SizeY * a_SizeZ;
+ FirstOctave.m_Noise.Generate3D(
+ a_Workspace, a_SizeX, a_SizeY, a_SizeZ,
+ a_StartX * FirstOctave.m_Frequency, a_EndX * FirstOctave.m_Frequency,
+ a_StartY * FirstOctave.m_Frequency, a_EndY * FirstOctave.m_Frequency,
+ a_StartZ * FirstOctave.m_Frequency, a_EndZ * FirstOctave.m_Frequency
+ );
+ NOISE_DATATYPE Amplitude = FirstOctave.m_Amplitude;
+ for (int i = 0; i < ArrayCount; i++)
+ {
+ a_Array[i] = a_Workspace[i] * Amplitude;
+ }
+
+ // Add each octave:
+ for (auto itr = m_Octaves.cbegin() + 1, end = m_Octaves.cend(); itr != end; ++itr)
+ {
+ // Generate the noise for the octave:
+ itr->m_Noise.Generate3D(
+ a_Workspace, a_SizeX, a_SizeY, a_SizeZ,
+ a_StartX * itr->m_Frequency, a_EndX * itr->m_Frequency,
+ a_StartY * itr->m_Frequency, a_EndY * itr->m_Frequency,
+ a_StartZ * itr->m_Frequency, a_EndZ * itr->m_Frequency
+ );
+ // Add it into the output:
+ NOISE_DATATYPE Amplitude = itr->m_Amplitude;
+ for (int i = 0; i < ArrayCount; i++)
+ {
+ a_Array[i] += a_Workspace[i] * Amplitude;
+ }
+ } // for itr - m_Octaves[]
+ }
+
+protected:
+ /** Stores information and state for one octave of the noise. */
+ class cOctave
+ {
+ public:
+ N m_Noise;
+
+ /** Coord multiplier. */
+ NOISE_DATATYPE m_Frequency;
+
+ /** Value multiplier. */
+ NOISE_DATATYPE m_Amplitude;
+
+ cOctave(int a_Seed, NOISE_DATATYPE a_Frequency, NOISE_DATATYPE a_Amplitude) :
+ m_Noise(a_Seed),
+ m_Frequency(a_Frequency),
+ m_Amplitude(a_Amplitude)
+ {
+ }
+ } ;
+ typedef std::vector<cOctave> cOctaves;
+
+
+ /** The seed used by the underlying generators. */
+ int m_Seed;
+
+ /** The octaves that compose this noise. */
+ cOctaves m_Octaves;
+};
+
+
+
+
diff --git a/src/Noise/RidgedNoise.h b/src/Noise/RidgedNoise.h
new file mode 100644
index 000000000..69b480f60
--- /dev/null
+++ b/src/Noise/RidgedNoise.h
@@ -0,0 +1,91 @@
+
+// RidgedNoise.h
+
+// Implements the cRidgedNoise template class that generates ridged noise based on another noise provider.
+
+
+
+
+
+#pragma once
+
+
+
+
+
+template <typename N>
+class cRidgedNoise
+{
+public:
+ /** Creates a new instance with the seed set to 0. */
+ cRidgedNoise(void):
+ m_Noise(0)
+ {
+ }
+
+
+ /** Creates a new instance with the specified seed. */
+ cRidgedNoise(int a_Seed):
+ m_Noise(a_Seed)
+ {
+ }
+
+
+ /** Sets the seed for the underlying noise. */
+ void SetSeed(int a_Seed)
+ {
+ m_Noise.SetSeed(a_Seed);
+ }
+
+
+ /** Fills a 2D array with the values of the noise. */
+ void Generate2D(
+ NOISE_DATATYPE * a_Array, ///< Array to generate into [x + a_SizeX * y]
+ int a_SizeX, int a_SizeY, ///< Count of the array, in each direction
+ NOISE_DATATYPE a_StartX, NOISE_DATATYPE a_EndX, ///< Noise-space coords of the array in the X direction
+ NOISE_DATATYPE a_StartY, NOISE_DATATYPE a_EndY ///< Noise-space coords of the array in the Y direction
+ ) const
+ {
+ int ArrayCount = a_SizeX * a_SizeY;
+ m_Noise.Generate2D(
+ a_Array, a_SizeX, a_SizeY,
+ a_StartX, a_EndX,
+ a_StartY, a_EndY
+ );
+ for (int i = 0; i < ArrayCount; i++)
+ {
+ a_Array[i] = fabs(a_Array[i]);
+ }
+ }
+
+
+ /** Fills a 3D array with the values of the noise. */
+ void Generate3D(
+ NOISE_DATATYPE * a_Array, ///< Array to generate into [x + a_SizeX * y + a_SizeX * a_SizeY * z]
+ int a_SizeX, int a_SizeY, int a_SizeZ, ///< Count of the array, in each direction
+ NOISE_DATATYPE a_StartX, NOISE_DATATYPE a_EndX, ///< Noise-space coords of the array in the X direction
+ NOISE_DATATYPE a_StartY, NOISE_DATATYPE a_EndY, ///< Noise-space coords of the array in the Y direction
+ NOISE_DATATYPE a_StartZ, NOISE_DATATYPE a_EndZ ///< Noise-space coords of the array in the Z direction
+ ) const
+ {
+ int ArrayCount = a_SizeX * a_SizeY * a_SizeZ;
+ m_Noise.Generate2D(
+ a_Array, a_SizeX, a_SizeY, a_SizeZ,
+ a_StartX, a_EndX,
+ a_StartY, a_EndY,
+ a_StartZ, a_EndZ
+ );
+ for (int i = 0; i < ArrayCount; i++)
+ {
+ a_Array[i] = fabs(a_Array[i]);
+ }
+ }
+
+protected:
+ N m_Noise;
+} ;
+
+
+
+
+