vtk-m/examples/logistic_map/LogisticMap.cxx
2021-04-09 14:56:19 -04:00

125 lines
3.5 KiB
C++

//============================================================================
// Copyright (c) Kitware, Inc.
// All rights reserved.
// See LICENSE.txt for details.
//
// This software is distributed WITHOUT ANY WARRANTY; without even
// the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR
// PURPOSE. See the above copyright notice for more information.
//============================================================================
#include <cmath>
#include <iostream>
#include <vector>
#include <vtkm/cont/DataSetBuilderUniform.h>
#include <vtkm/io/ImageWriterPNG.h>
#include <vtkm/worklet/WorkletMapField.h>
// The logistic map is xᵢ₊₁ = rxᵢ(1-xᵢ).
// If we start this iteration out at (say) x₀ = 0.5, the map has "transients",
// which we must iterate away to produce the final image.
template <typename T>
class LogisticBurnIn : public vtkm::worklet::WorkletMapField
{
public:
LogisticBurnIn(T rmin, vtkm::Id width)
: rmin_(rmin)
, width_(width)
{
}
using ControlSignature = void(FieldOut);
using ExecutionSignature = _1(WorkIndex);
VTKM_EXEC T operator()(vtkm::Id workIndex) const
{
T r = rmin_ + (4.0 - rmin_) * workIndex / (width_ - 1);
T x = 0.5;
// 2048 should be enough iterations to get rid of the transients:
int n = 0;
while (n++ < 2048)
{
x = r * x * (1 - x);
}
return x;
}
private:
T rmin_;
vtkm::Id width_;
};
// After burn-in, the iteration is periodic but in general not convergent,
// i.e., for large enough i, there exists an integer p > 0 such that
// xᵢ₊ₚ = xᵢ for all i.
// So color the pixels corresponding to xᵢ, xᵢ₊₁, .. xᵢ₊ₚ.
template <typename T>
class LogisticLimitPoints : public vtkm::worklet::WorkletMapField
{
public:
LogisticLimitPoints(T rmin, vtkm::Id width, vtkm::Id height)
: rmin_(rmin)
, width_(width)
, height_(height)
{
orange_ = vtkm::Vec4f(1.0, 0.5, 0.0, 0.0);
}
using ControlSignature = void(FieldIn, WholeArrayOut);
using ExecutionSignature = void(_1, _2, WorkIndex);
template <typename OutputArrayPortalType>
VTKM_EXEC void operator()(T x, OutputArrayPortalType& outputArrayPortal, vtkm::Id workIndex) const
{
T r = rmin_ + (4.0 - rmin_) * workIndex / (width_ - 1);
// We can't display need more limit points than pixels of height:
vtkm::Id limit_points = 0;
while (limit_points++ < height_)
{
vtkm::Id j = vtkm::Round(x * (height_ - 1));
outputArrayPortal.Set(j * width_ + workIndex, orange_);
x = r * x * (1 - x);
}
}
private:
T rmin_;
vtkm::Id width_;
vtkm::Id height_;
vtkm::Vec4f orange_;
};
int main()
{
vtkm::Id height = 1800;
vtkm::Id width = height * 1.618;
vtkm::cont::DataSetBuilderUniform dsb;
vtkm::cont::DataSet ds = dsb.Create(vtkm::Id2(width, height));
vtkm::cont::ArrayHandle<double> x;
x.Allocate(width);
vtkm::cont::Invoker invoke;
double rmin = 2.9;
auto burnIn = LogisticBurnIn<double>(rmin, width);
invoke(burnIn, x);
vtkm::cont::ArrayHandle<vtkm::Vec4f> pixels;
pixels.Allocate(width * height);
auto wp = pixels.WritePortal();
for (vtkm::Id i = 0; i < pixels.GetNumberOfValues(); ++i)
{
wp.Set(i, vtkm::Vec4f(0, 0, 0, 0));
}
auto limitPoints = LogisticLimitPoints<double>(rmin, width, height);
invoke(limitPoints, x, pixels);
std::string colorFieldName = "pixels";
ds.AddPointField(colorFieldName, pixels);
std::string filename = "logistic.png";
vtkm::io::ImageWriterPNG writer(filename);
writer.WriteDataSet(ds, colorFieldName);
std::cout << "Now open " << filename << "\n";
}