ICS-SCADA-APP-SIU/Library/PackageCache/com.unity.mathematics/Unity.Mathematics/Noise/psrdnoise2D.cs

//
// float3  psrdnoise(float2 pos, float2 per, float rot)
// float3  psrdnoise(float2 pos, float2 per)
// float psrnoise(float2 pos, float2 per, float rot)
// float psrnoise(float2 pos, float2 per)
// float3  srdnoise(float2 pos, float rot)
// float3  srdnoise(float2 pos)
// float srnoise(float2 pos, float rot)
// float srnoise(float2 pos)
//
// Periodic (tiling) 2-D simplex noise (hexagonal lattice gradient noise)
// with rotating gradients and analytic derivatives.
// Variants also without the derivative (no "d" in the name), without
// the tiling property (no "p" in the name) and without the rotating
// gradients (no "r" in the name).
//
// This is (yet) another variation on simplex noise. It's similar to the
// version presented by Ken Perlin, but the grid is axis-aligned and
// slightly stretched in the y direction to permit rectangular tiling.
//
// The noise can be made to tile seamlessly to any integer period in x and
// any even integer period in y. Odd periods may be specified for y, but
// then the actual tiling period will be twice that number.
//
// The rotating gradients give the appearance of a swirling motion, and can
// serve a similar purpose for animation as motion along z in 3-D noise.
// The rotating gradients in conjunction with the analytic derivatives
// can make "flow noise" effects as presented by Perlin and Neyret.
//
// float3 {p}s{r}dnoise(float2 pos {, float2 per} {, float rot})
// "pos" is the input (x,y) coordinate
// "per" is the x and y period, where per.x is a positive integer
//    and per.y is a positive even integer
// "rot" is the angle to rotate the gradients (any float value,
//    where 0.0 is no rotation and 1.0 is one full turn)
// The first component of the 3-element return vector is the noise value.
// The second and third components are the x and y partial derivatives.
//
// float {p}s{r}noise(float2 pos {, float2 per} {, float rot})
// "pos" is the input (x,y) coordinate
// "per" is the x and y period, where per.x is a positive integer
//    and per.y is a positive even integer
// "rot" is the angle to rotate the gradients (any float value,
//    where 0.0 is no rotation and 1.0 is one full turn)
// The return value is the noise value.
// Partial derivatives are not computed, making these functions faster.
//
// Author: Stefan Gustavson (stefan.gustavson@gmail.com)
// Version 2016-05-10.
//
// Many thanks to Ian McEwan of Ashima Arts for the
// idea of umath.sing a permutation polynomial.
//
// Copyright (c) 2016 Stefan Gustavson. All rights reserved.
// Distributed under the MIT license. See LICENSE file.
// https://github.com/stegu/webgl-noise
//

//
// TODO: One-pixel wide artefacts used to occur due to precision issues with
// the gradient indexing. This is specific to this variant of noise, because
// one axis of the simplex grid is perfectly aligned with the input x axis.
// The errors were rare, and they are now very unlikely to ever be visible
// after a quick fix was introduced: a small offset is added to the y coordinate.
// A proper fix would involve umath.sing round() instead of math.floor() in selected
// places, but the quick fix works fine.
// (If you run into problems with this, please let me know.)
//

using static Unity.Mathematics.math;

namespace Unity.Mathematics
{
    public static partial class noise
    {
        /// <summary>
        /// 2-D tiling simplex noise with rotating gradients and analytical derivative.
        /// </summary>
        /// <param name="pos">Input (x,y) coordinate.</param>
        /// <param name="per">The x and y period, where per.x is a positive integer and per.y is a positive even integer.</param>
        /// <param name="rot">Angle to rotate the gradients.</param>
        /// <returns>The first component of the 3-element return vector is the noise value, and the second and third components are the x and y partial derivatives.</returns>
        public static float3 psrdnoise(float2 pos, float2 per, float rot)
        {
            // Hack: offset y slightly to hide some rare artifacts
            pos.y += 0.01f;
            // Skew to hexagonal grid
            float2 uv = float2(pos.x + pos.y * 0.5f, pos.y);

            float2 i0 = floor(uv);
            float2 f0 = frac(uv);
            // Traversal order
            float2 i1 = (f0.x > f0.y) ? float2(1.0f, 0.0f) : float2(0.0f, 1.0f);

            // Unskewed grid points in (x,y) space
            float2 p0 = float2(i0.x - i0.y * 0.5f, i0.y);
            float2 p1 = float2(p0.x + i1.x - i1.y * 0.5f, p0.y + i1.y);
            float2 p2 = float2(p0.x + 0.5f, p0.y + 1.0f);

            // Vectors in unskewed (x,y) coordinates from
            // each of the simplex corners to the evaluation point
            float2 d0 = pos - p0;
            float2 d1 = pos - p1;
            float2 d2 = pos - p2;

            // Wrap p0, p1 and p2 to the desired period before gradient hashing:
            // wrap points in (x,y), map to (u,v)
            float3 xw = fmod(float3(p0.x, p1.x, p2.x), per.x);
            float3 yw = fmod(float3(p0.y, p1.y, p2.y), per.y);
            float3 iuw = xw + 0.5f * yw;
            float3 ivw = yw;

            // Create gradients from indices
            float2 g0 = rgrad2(float2(iuw.x, ivw.x), rot);
            float2 g1 = rgrad2(float2(iuw.y, ivw.y), rot);
            float2 g2 = rgrad2(float2(iuw.z, ivw.z), rot);

            // Gradients math.dot vectors to corresponding corners
            // (The derivatives of this are simply the gradients)
            float3 w = float3(dot(g0, d0), dot(g1, d1), dot(g2, d2));

            // Radial weights from corners
            // 0.8 is the square of 2/math.sqrt(5), the distance from
            // a grid point to the nearest simplex boundary
            float3 t = 0.8f - float3(dot(d0, d0), dot(d1, d1), dot(d2, d2));

            // Partial derivatives for analytical gradient computation
            float3 dtdx = -2.0f * float3(d0.x, d1.x, d2.x);
            float3 dtdy = -2.0f * float3(d0.y, d1.y, d2.y);

            // Set influence of each surflet to zero outside radius math.sqrt(0.8)
            if (t.x < 0.0f)
            {
                dtdx.x = 0.0f;
                dtdy.x = 0.0f;
                t.x = 0.0f;
            }
            if (t.y < 0.0f)
            {
                dtdx.y = 0.0f;
                dtdy.y = 0.0f;
                t.y = 0.0f;
            }
            if (t.z < 0.0f)
            {
                dtdx.z = 0.0f;
                dtdy.z = 0.0f;
                t.z = 0.0f;
            }

            // Fourth power of t (and third power for derivative)
            float3 t2 = t * t;
            float3 t4 = t2 * t2;
            float3 t3 = t2 * t;

            // Final noise value is:
            // sum of ((radial weights) times (gradient math.dot vector from corner))
            float n = dot(t4, w);

            // Final analytical derivative (gradient of a sum of scalar products)
            float2 dt0 = float2(dtdx.x, dtdy.x) * 4.0f * t3.x;
            float2 dn0 = t4.x * g0 + dt0 * w.x;
            float2 dt1 = float2(dtdx.y, dtdy.y) * 4.0f * t3.y;
            float2 dn1 = t4.y * g1 + dt1 * w.y;
            float2 dt2 = float2(dtdx.z, dtdy.z) * 4.0f * t3.z;
            float2 dn2 = t4.z * g2 + dt2 * w.z;

            return 11.0f * float3(n, dn0 + dn1 + dn2);
        }

        /// <summary>
        /// 2-D tiling simplex noise with fixed gradients and analytical derivative.
        /// </summary>
        /// <param name="pos">Input (x,y) coordinate.</param>
        /// <param name="per">The x and y period, where per.x is a positive integer and per.y is a positive even integer.</param>
        /// <returns>The first component of the 3-element return vector is the noise value, and the second and third components are the x and y partial derivatives.</returns>
        public static float3 psrdnoise(float2 pos, float2 per)
        {
            return psrdnoise(pos, per, 0.0f);
        }

        /// <summary>
        /// 2-D tiling simplex noise with rotating gradients, but without the analytical derivative.
        /// </summary>
        /// <param name="pos">Input (x,y) coordinate.</param>
        /// <param name="per">The x and y period, where per.x is a positive integer and per.y is a positive even integer.</param>
        /// <param name="rot">Angle to rotate the gradients.</param>
        /// <returns>Noise value.</returns>
        public static float psrnoise(float2 pos, float2 per, float rot)
        {
            // Offset y slightly to hide some rare artifacts
            pos.y += 0.001f;
            // Skew to hexagonal grid
            float2 uv = float2(pos.x + pos.y * 0.5f, pos.y);

            float2 i0 = floor(uv);
            float2 f0 = frac(uv);
            // Traversal order
            float2 i1 = (f0.x > f0.y) ? float2(1.0f, 0.0f) : float2(0.0f, 1.0f);

            // Unskewed grid points in (x,y) space
            float2 p0 = float2(i0.x - i0.y * 0.5f, i0.y);
            float2 p1 = float2(p0.x + i1.x - i1.y * 0.5f, p0.y + i1.y);
            float2 p2 = float2(p0.x + 0.5f, p0.y + 1.0f);

            // Vectors in unskewed (x,y) coordinates from
            // each of the simplex corners to the evaluation point
            float2 d0 = pos - p0;
            float2 d1 = pos - p1;
            float2 d2 = pos - p2;

            // Wrap p0, p1 and p2 to the desired period before gradient hashing:
            // wrap points in (x,y), map to (u,v)
            float3 xw = fmod(float3(p0.x, p1.x, p2.x), per.x);
            float3 yw = fmod(float3(p0.y, p1.y, p2.y), per.y);
            float3 iuw = xw + 0.5f * yw;
            float3 ivw = yw;

            // Create gradients from indices
            float2 g0 = rgrad2(float2(iuw.x, ivw.x), rot);
            float2 g1 = rgrad2(float2(iuw.y, ivw.y), rot);
            float2 g2 = rgrad2(float2(iuw.z, ivw.z), rot);

            // Gradients math.dot vectors to corresponding corners
            // (The derivatives of this are simply the gradients)
            float3 w = float3(dot(g0, d0), dot(g1, d1), dot(g2, d2));

            // Radial weights from corners
            // 0.8 is the square of 2/math.sqrt(5), the distance from
            // a grid point to the nearest simplex boundary
            float3 t = 0.8f - float3(dot(d0, d0), dot(d1, d1), dot(d2, d2));

            // Set influence of each surflet to zero outside radius math.sqrt(0.8)
            t = max(t, 0.0f);

            // Fourth power of t
            float3 t2 = t * t;
            float3 t4 = t2 * t2;

            // Final noise value is:
            // sum of ((radial weights) times (gradient math.dot vector from corner))
            float n = dot(t4, w);

            // Rescale to cover the range [-1,1] reasonably well
            return 11.0f * n;
        }

        /// <summary>
        /// 2-D tiling simplex noise with fixed gradients, without the analytical derivative.
        /// </summary>
        /// <param name="pos">Input (x,y) coordinate.</param>
        /// <param name="per">The x and y period, where per.x is a positive integer and per.y is a positive even integer.</param>
        /// <returns>Noise value.</returns>
        public static float psrnoise(float2 pos, float2 per)
        {
            return psrnoise(pos, per, 0.0f);
        }

        /// <summary>
        /// 2-D non-tiling simplex noise with rotating gradients and analytical derivative.
        /// </summary>
        /// <param name="pos">Input (x,y) coordinate.</param>
        /// <param name="rot">Angle to rotate the gradients.</param>
        /// <returns>The first component of the 3-element return vector is the noise value, and the second and third components are the x and y partial derivatives.</returns>
        public static float3 srdnoise(float2 pos, float rot)
        {
            // Offset y slightly to hide some rare artifacts
            pos.y += 0.001f;
            // Skew to hexagonal grid
            float2 uv = float2(pos.x + pos.y * 0.5f, pos.y);

            float2 i0 = floor(uv);
            float2 f0 = frac(uv);
            // Traversal order
            float2 i1 = (f0.x > f0.y) ? float2(1.0f, 0.0f) : float2(0.0f, 1.0f);

            // Unskewed grid points in (x,y) space
            float2 p0 = float2(i0.x - i0.y * 0.5f, i0.y);
            float2 p1 = float2(p0.x + i1.x - i1.y * 0.5f, p0.y + i1.y);
            float2 p2 = float2(p0.x + 0.5f, p0.y + 1.0f);

            // Vectors in unskewed (x,y) coordinates from
            // each of the simplex corners to the evaluation point
            float2 d0 = pos - p0;
            float2 d1 = pos - p1;
            float2 d2 = pos - p2;

            float3 x = float3(p0.x, p1.x, p2.x);
            float3 y = float3(p0.y, p1.y, p2.y);
            float3 iuw = x + 0.5f * y;
            float3 ivw = y;

            // Avoid precision issues in permutation
            iuw = mod289(iuw);
            ivw = mod289(ivw);

            // Create gradients from indices
            float2 g0 = rgrad2(float2(iuw.x, ivw.x), rot);
            float2 g1 = rgrad2(float2(iuw.y, ivw.y), rot);
            float2 g2 = rgrad2(float2(iuw.z, ivw.z), rot);

            // Gradients math.dot vectors to corresponding corners
            // (The derivatives of this are simply the gradients)
            float3 w = float3(dot(g0, d0), dot(g1, d1), dot(g2, d2));

            // Radial weights from corners
            // 0.8 is the square of 2/math.sqrt(5), the distance from
            // a grid point to the nearest simplex boundary
            float3 t = 0.8f - float3(dot(d0, d0), dot(d1, d1), dot(d2, d2));

            // Partial derivatives for analytical gradient computation
            float3 dtdx = -2.0f * float3(d0.x, d1.x, d2.x);
            float3 dtdy = -2.0f * float3(d0.y, d1.y, d2.y);

            // Set influence of each surflet to zero outside radius math.sqrt(0.8)
            if (t.x < 0.0f)
            {
                dtdx.x = 0.0f;
                dtdy.x = 0.0f;
                t.x = 0.0f;
            }
            if (t.y < 0.0f)
            {
                dtdx.y = 0.0f;
                dtdy.y = 0.0f;
                t.y = 0.0f;
            }
            if (t.z < 0.0f)
            {
                dtdx.z = 0.0f;
                dtdy.z = 0.0f;
                t.z = 0.0f;
            }

            // Fourth power of t (and third power for derivative)
            float3 t2 = t * t;
            float3 t4 = t2 * t2;
            float3 t3 = t2 * t;

            // Final noise value is:
            // sum of ((radial weights) times (gradient math.dot vector from corner))
            float n = dot(t4, w);

            // Final analytical derivative (gradient of a sum of scalar products)
            float2 dt0 = float2(dtdx.x, dtdy.x) * 4.0f * t3.x;
            float2 dn0 = t4.x * g0 + dt0 * w.x;
            float2 dt1 = float2(dtdx.y, dtdy.y) * 4.0f * t3.y;
            float2 dn1 = t4.y * g1 + dt1 * w.y;
            float2 dt2 = float2(dtdx.z, dtdy.z) * 4.0f * t3.z;
            float2 dn2 = t4.z * g2 + dt2 * w.z;

            return 11.0f * float3(n, dn0 + dn1 + dn2);
        }

        /// <summary>
        /// 2-D non-tiling simplex noise with fixed gradients and analytical derivative.
        /// </summary>
        /// <param name="pos">Input (x,y) coordinate.</param>
        /// <returns>The first component of the 3-element return vector is the noise value, and the second and third components are the x and y partial derivatives.</returns>
        public static float3 srdnoise(float2 pos)
        {
            return srdnoise(pos, 0.0f);
        }

        /// <summary>
        /// 2-D non-tiling simplex noise with rotating gradients, without the analytical derivative.
        /// </summary>
        /// <param name="pos">Input (x,y) coordinate.</param>
        /// <param name="rot">Angle to rotate the gradients.</param>
        /// <returns>Noise value.</returns>
        public static float srnoise(float2 pos, float rot)
        {
            // Offset y slightly to hide some rare artifacts
            pos.y += 0.001f;
            // Skew to hexagonal grid
            float2 uv = float2(pos.x + pos.y * 0.5f, pos.y);

            float2 i0 = floor(uv);
            float2 f0 = frac(uv);
            // Traversal order
            float2 i1 = (f0.x > f0.y) ? float2(1.0f, 0.0f) : float2(0.0f, 1.0f);

            // Unskewed grid points in (x,y) space
            float2 p0 = float2(i0.x - i0.y * 0.5f, i0.y);
            float2 p1 = float2(p0.x + i1.x - i1.y * 0.5f, p0.y + i1.y);
            float2 p2 = float2(p0.x + 0.5f, p0.y + 1.0f);

            // Vectors in unskewed (x,y) coordinates from
            // each of the simplex corners to the evaluation point
            float2 d0 = pos - p0;
            float2 d1 = pos - p1;
            float2 d2 = pos - p2;

            float3 x = float3(p0.x, p1.x, p2.x);
            float3 y = float3(p0.y, p1.y, p2.y);
            float3 iuw = x + 0.5f * y;
            float3 ivw = y;

            // Avoid precision issues in permutation
            iuw = mod289(iuw);
            ivw = mod289(ivw);

            // Create gradients from indices
            float2 g0 = rgrad2(float2(iuw.x, ivw.x), rot);
            float2 g1 = rgrad2(float2(iuw.y, ivw.y), rot);
            float2 g2 = rgrad2(float2(iuw.z, ivw.z), rot);

            // Gradients math.dot vectors to corresponding corners
            // (The derivatives of this are simply the gradients)
            float3 w = float3(dot(g0, d0), dot(g1, d1), dot(g2, d2));

            // Radial weights from corners
            // 0.8 is the square of 2/math.sqrt(5), the distance from
            // a grid point to the nearest simplex boundary
            float3 t = 0.8f - float3(dot(d0, d0), dot(d1, d1), dot(d2, d2));

            // Set influence of each surflet to zero outside radius math.sqrt(0.8)
            t = max(t, 0.0f);

            // Fourth power of t
            float3 t2 = t * t;
            float3 t4 = t2 * t2;

            // Final noise value is:
            // sum of ((radial weights) times (gradient math.dot vector from corner))
            float n = dot(t4, w);

            // Rescale to cover the range [-1,1] reasonably well
            return 11.0f * n;
        }

        /// <summary>
        /// 2-D non-tiling simplex noise with fixed gradients, without the analytical derivative.
        /// </summary>
        /// <param name="pos">Input (x,y) coordinate.</param>
        /// <returns>Noise value.</returns>
        public static float srnoise(float2 pos)
        {
            return srnoise(pos, 0.0f);
        }
    }
}