Random_bitmap_cubical_complex.cpp

Coxeter_triangulation

/*    This file is part of the Gudhi Library - https://gudhi.inria.fr/ - which is released under MIT.
 *    See file LICENSE or go to https://gudhi.inria.fr/licensing/ for full license details.
 *    Author(s):       Pawel Dlotko
 *
 *    Copyright (C) 2015 Inria
 *
 *    Modification(s):
 *      - YYYY/MM Author: Description of the modification
 */
 
// for persistence algorithm
#include <gudhi/reader_utils.h>
#include <gudhi/Bitmap_cubical_complex.h>
#include <gudhi/Persistent_cohomology.h>
 
// standard stuff
#include <iostream>
#include <sstream>
#include <vector>
#include <random>
#include <algorithm>
 
std::random_device rd;
std::mt19937 gen(rd());
 
double get_random()
{
  std::uniform_real_distribution<double> dist(0., 1.);
  return dist(gen);
}
 
int main(int argc, char** argv) {
 
  std::clog
      << "This program computes persistent homology, by using bitmap_cubical_complex class, of cubical "
      << "complexes. The first parameter of the program is the dimension D of the bitmap. The next D parameters are "
      << "number of top dimensional cubes in each dimension of the bitmap. The program will create random cubical "
      << "complex of that sizes and compute persistent homology of it." << std::endl;
 
  int p = 2;
  double min_persistence = 0;
 
  if (argc < 3) {
    std::cerr << "Wrong number of parameters, the program will now terminate\n";
    return 1;
  }
 
  size_t dimensionOfBitmap = (size_t)atoi(argv[1]);
  std::vector<unsigned> sizes;
  size_t multipliers = 1;
  for (size_t dim = 0; dim != dimensionOfBitmap; ++dim) {
    unsigned sizeInThisDimension = (unsigned)atoi(argv[2 + dim]);
    sizes.push_back(sizeInThisDimension);
    multipliers *= sizeInThisDimension;
  }
 
  std::vector<double> data(multipliers);
  std::generate(data.begin(), data.end(), get_random);
 
  typedef Gudhi::cubical_complex::Bitmap_cubical_complex_base<double> Bitmap_cubical_complex_base;
  typedef Gudhi::cubical_complex::Bitmap_cubical_complex<Bitmap_cubical_complex_base> Bitmap_cubical_complex;
  Bitmap_cubical_complex b(sizes, data);
 
  // Compute the persistence diagram of the complex
  typedef Gudhi::persistent_cohomology::Field_Zp Field_Zp;
  typedef Gudhi::persistent_cohomology::Persistent_cohomology<Bitmap_cubical_complex, Field_Zp> Persistent_cohomology;
  Persistent_cohomology pcoh(b);
  pcoh.init_coefficients(p);  // initializes the coefficient field for homology
  pcoh.compute_persistent_cohomology(min_persistence);
 
  std::stringstream ss;
  ss << "randomComplex_persistence";
  std::ofstream out(ss.str().c_str());
  pcoh.output_diagram(out);
  out.close();
 
  return 0;
}