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WIP simplex derrivative
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@ -7,10 +7,13 @@
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package com.dfsek.terra.addons.noise.samplers.noise.simplex;
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import com.dfsek.terra.api.noise.DerivativeNoiseSampler;
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/**
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* NoiseSampler implementation to provide OpenSimplex2 (Smooth Variant) noise.
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*/
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public class OpenSimplex2SSampler extends SimplexStyleSampler {
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public class OpenSimplex2SSampler extends SimplexStyleSampler implements DerivativeNoiseSampler {
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@Override
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@SuppressWarnings("NumericOverflow")
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public double getNoiseRaw(long sl, double x, double y) {
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@ -276,4 +279,185 @@ public class OpenSimplex2SSampler extends SimplexStyleSampler {
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return value * 9.046026385208288;
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}
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@Override
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public boolean isDifferentiable() {
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return true;
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}
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@Override
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public double[] noised(long sl, double x, double y) {
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int seed = (int) sl;
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// 2D OpenSimplex2S case is a modified 2D simplex noise.
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final double SQRT3 = 1.7320508075688772935274463415059;
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final double G2 = (3 - SQRT3) / 6;
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final double F2 = 0.5f * (SQRT3 - 1);
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double s = (x + y) * F2;
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x += s;
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y += s;
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int i = (int) Math.floor(x);
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int j = (int) Math.floor(y);
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double xi = x - i;
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double yi = y - j;
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i *= PRIME_X;
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j *= PRIME_Y;
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int i1 = i + PRIME_X;
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int j1 = j + PRIME_Y;
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double t = (xi + yi) * G2;
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double x0 = xi - t;
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double y0 = yi - t;
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double[] out = { 0.0f, 0.0f, 0.0f };
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double a0 = (2.0 / 3.0) - x0 * x0 - y0 * y0;
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double aa0 = a0 * a0, aaa0 = aa0 * a0, aaaa0 = aa0 * aa0;
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int gi0 = gradCoordIndex(seed, i, j);
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double gx0 = GRADIENTS_2_D[gi0], gy0 = GRADIENTS_2_D[gi0 | 1];
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double rampValue0 = gx0 * x0 + gy0 * y0;
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out[0] = aaaa0 * rampValue0;
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out[1] = gx0 * aaaa0 - 8 * rampValue0 * aaa0 * x0;
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out[2] = gy0 * aaaa0 - 8 * rampValue0 * aaa0 * y0;
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double a1 = 2 * (1 - 2 * G2) * (1 / G2 - 2) * t + ((-2 * (1 - 2 * G2) * (1 - 2 * G2)) + a0);
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double x1 = x0 - (1 - 2 * G2);
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double y1 = y0 - (1 - 2 * G2);
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double aa1 = a1 * a1, aaa1 = aa1 * a1, aaaa1 = aa1 * aa1;
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int gi1 = gradCoordIndex(seed, i1, j1);
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double gx1 = GRADIENTS_2_D[gi1], gy1 = GRADIENTS_2_D[gi1 | 1];
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double rampValue1 = gx1 * x1 + gy1 * y1;
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out[0] += aaaa1 * rampValue1;
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out[1] += gx1 * aaaa1 - 8 * rampValue1 * aaa1 * x1;
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out[2] += gy1 * aaaa1 - 8 * rampValue1 * aaa1 * y1;
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// Nested conditionals were faster than compact bit logic/arithmetic.
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double xmyi = xi - yi;
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if(t > G2) {
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if(xi + xmyi > 1) {
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double x2 = x0 + (3 * G2 - 2);
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double y2 = y0 + (3 * G2 - 1);
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double a2 = (2.0 / 3.0) - x2 * x2 - y2 * y2;
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if(a2 > 0) {
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double aa2 = a2 * a2, aaa2 = aa2 * a2, aaaa2 = aa2 * aa2;
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int gi2 = gradCoordIndex(seed, i + (PRIME_X << 1), j + PRIME_Y);
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double gx2 = GRADIENTS_2_D[gi2 | 0], gy2 = GRADIENTS_2_D[gi2 | 1];
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double rampValue2 = gx2 * x2 + gy2 * y2;
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out[0] += aaaa2 * rampValue2;
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out[1] += gx2 * aaaa2 - 8 * rampValue2 * aaa2 * x2;
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out[2] += gy2 * aaaa2 - 8 * rampValue2 * aaa2 * y2;
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}
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} else {
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double x2 = x0 + G2;
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double y2 = y0 + (G2 - 1);
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double a2 = (2.0 / 3.0) - x2 * x2 - y2 * y2;
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if(a2 > 0) {
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double aa2 = a2 * a2, aaa2 = aa2 * a2, aaaa2 = aa2 * aa2;
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int gi2 = gradCoordIndex(seed, i, j + PRIME_Y);
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double gx2 = GRADIENTS_2_D[gi2], gy2 = GRADIENTS_2_D[gi2 | 1];
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double rampValue2 = gx2 * x2 + gy2 * y2;
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out[0] += aaaa2 * rampValue2;
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out[1] += gx2 * aaaa2 - 8 * rampValue2 * aaa2 * x2;
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out[2] += gy2 * aaaa2 - 8 * rampValue2 * aaa2 * y2;
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}
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}
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if(yi - xmyi > 1) {
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double x3 = x0 + (3 * G2 - 1);
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double y3 = y0 + (3 * G2 - 2);
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double a3 = (2.0 / 3.0) - x3 * x3 - y3 * y3;
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if(a3 > 0) {
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double aa3 = a3 * a3, aaa3 = aa3 * a3, aaaa3 = aa3 * aa3;
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int gi3 = gradCoordIndex(seed, i + PRIME_X, j + (PRIME_Y << 1));
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double gx3 = GRADIENTS_2_D[gi3], gy3 = GRADIENTS_2_D[gi3 | 1];
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double rampValue3 = gx3 * x3 + gy3 * y3;
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out[0] += aaaa3 * rampValue3;
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out[1] += gx3 * aaaa3 - 8 * rampValue3 * aaa3 * x3;
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out[2] += gy3 * aaaa3 - 8 * rampValue3 * aaa3 * y3;
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}
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} else {
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double x3 = x0 + (G2 - 1);
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double y3 = y0 + G2;
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double a3 = (2.0 / 3.0) - x3 * x3 - y3 * y3;
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if(a3 > 0) {
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double aa3 = a3 * a3, aaa3 = aa3 * a3, aaaa3 = aa3 * aa3;
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int gi3 = gradCoordIndex(seed, i + PRIME_X, j);
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double gx3 = GRADIENTS_2_D[gi3], gy3 = GRADIENTS_2_D[gi3 | 1];
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double rampValue3 = gx3 * x3 + gy3 * y3;
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out[0] += aaaa3 * rampValue3;
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out[1] += gx3 * aaaa3 - 8 * rampValue3 * aaa3 * x3;
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out[2] += gy3 * aaaa3 - 8 * rampValue3 * aaa3 * y3;
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}
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}
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} else {
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if(xi + xmyi < 0) {
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double x2 = x0 + (1 - G2);
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double y2 = y0 - G2;
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double a2 = (2.0 / 3.0) - x2 * x2 - y2 * y2;
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if(a2 > 0) {
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double aa2 = a2 * a2, aaa2 = aa2 * a2, aaaa2 = aa2 * aa2;
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int gi2 = gradCoordIndex(seed, i - PRIME_X, j);
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double gx2 = GRADIENTS_2_D[gi2], gy2 = GRADIENTS_2_D[gi2 | 1];
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double rampValue2 = gx2 * x2 + gy2 * y2;
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out[0] += aaaa2 * rampValue2;
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out[1] += gx2 * aaaa2 - 8 * rampValue2 * aaa2 * x2;
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out[2] += gy2 * aaaa2 - 8 * rampValue2 * aaa2 * y2; }
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} else {
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double x2 = x0 + (G2 - 1);
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double y2 = y0 + G2;
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double a2 = (2.0 / 3.0) - x2 * x2 - y2 * y2;
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if(a2 > 0) {
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double aa2 = a2 * a2, aaa2 = aa2 * a2, aaaa2 = aa2 * aa2;
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int gi2 = gradCoordIndex(seed, i + PRIME_X, j);
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double gx2 = GRADIENTS_2_D[gi2], gy2 = GRADIENTS_2_D[gi2 | 1];
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double rampValue2 = gx2 * x2 + gy2 * y2;
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out[0] += aaaa2 * rampValue2;
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out[1] += gx2 * aaaa2 - 8 * rampValue2 * aaa2 * x2;
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out[2] += gy2 * aaaa2 - 8 * rampValue2 * aaa2 * y2;
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}
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}
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if(yi < xmyi) {
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double x2 = x0 - G2;
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double y2 = y0 - (G2 - 1);
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double a2 = (2.0 / 3.0) - x2 * x2 - y2 * y2;
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if(a2 > 0) {
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double aa2 = a2 * a2, aaa2 = aa2 * a2, aaaa2 = aa2 * aa2;
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int gi2 = gradCoordIndex(seed, i, j - PRIME_Y);
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double gx2 = GRADIENTS_2_D[gi2], gy2 = GRADIENTS_2_D[gi2 | 1];
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double rampValue2 = gx2 * x2 + gy2 * y2;
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out[0] += aaaa2 * rampValue2;
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out[1] += gx2 * aaaa2 - 8 * rampValue2 * aaa2 * x2;
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out[2] += gy2 * aaaa2 - 8 * rampValue2 * aaa2 * y2; }
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} else {
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double x2 = x0 + G2;
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double y2 = y0 + (G2 - 1);
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double a2 = (2.0 / 3.0) - x2 * x2 - y2 * y2;
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if(a2 > 0) {
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double aa2 = a2 * a2, aaa2 = aa2 * a2, aaaa2 = aa2 * aa2;
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int gi2 = gradCoordIndex(seed, i, j + PRIME_Y);
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double gx2 = GRADIENTS_2_D[gi2], gy2 = GRADIENTS_2_D[gi2 | 1];
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double rampValue2 = gx2 * x2 + gy2 * y2;
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out[0] += aaaa2 * rampValue2;
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out[1] += gx2 * aaaa2 - 8 * rampValue2 * aaa2 * x2;
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out[2] += gy2 * aaaa2 - 8 * rampValue2 * aaa2 * y2;
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}
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}
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}
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out[0] *= 18.24196194486065;
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out[1] *= 18.24196194486065;
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out[2] *= 18.24196194486065;
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return out;
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}
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@Override
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public double[] noised(long seed, double x, double y, double z) {
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return new double[0];
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}
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}
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@ -78,26 +78,37 @@ public abstract class SimplexStyleSampler extends NoiseFunction {
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1, 1, 0, 0, -1, 1, 0, 0, 1, -1, 0, 0, -1, -1, 0, 0,
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1, 1, 0, 0, 0, -1, 1, 0, -1, 1, 0, 0, 0, -1, -1, 0
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};
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protected static double gradCoord(int seed, int xPrimed, int yPrimed, double xd, double yd) {
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protected static int gradCoordIndex(int seed, int xPrimed, int yPrimed) {
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int hash = hash(seed, xPrimed, yPrimed);
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hash ^= hash >> 15;
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hash &= 127 << 1;
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double xg = GRADIENTS_2_D[hash];
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double yg = GRADIENTS_2_D[hash | 1];
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return hash;
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}
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protected static double gradCoord(int seed, int xPrimed, int yPrimed, double xd, double yd) {
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int index = gradCoordIndex(seed, xPrimed, yPrimed);
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double xg = GRADIENTS_2_D[index];
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double yg = GRADIENTS_2_D[index | 1];
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return xd * xg + yd * yg;
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}
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protected static double gradCoord(int seed, int xPrimed, int yPrimed, int zPrimed, double xd, double yd, double zd) {
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protected static int gradCoordIndex(int seed, int xPrimed, int yPrimed, int zPrimed) {
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int hash = hash(seed, xPrimed, yPrimed, zPrimed);
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hash ^= hash >> 15;
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hash &= 63 << 2;
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double xg = GRADIENTS_3D[hash];
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double yg = GRADIENTS_3D[hash | 1];
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double zg = GRADIENTS_3D[hash | 2];
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return hash;
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}
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protected static double gradCoord(int seed, int xPrimed, int yPrimed, int zPrimed, double xd, double yd, double zd) {
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int index = gradCoordIndex(seed, xPrimed, yPrimed, zPrimed);
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double xg = GRADIENTS_3D[index];
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double yg = GRADIENTS_3D[index | 1];
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double zg = GRADIENTS_3D[index | 2];
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return xd * xg + yd * yg + zd * zg;
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}
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