/* Copyright (c) 1997-2024
   Ewgenij Gawrilow, Michael Joswig, and the polymake team
   Technische Universität Berlin, Germany
   https://polymake.org

   This program is free software; you can redistribute it and/or modify it
   under the terms of the GNU General Public License as published by the
   Free Software Foundation; either version 2, or (at your option) any
   later version: http://www.gnu.org/licenses/gpl.txt.

   This program is distributed in the hope that it will be useful,
   but WITHOUT ANY WARRANTY; without even the implied warranty of
   MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
   GNU General Public License for more details.
--------------------------------------------------------------------------------
*/

#include <limits>
#include "polymake/client.h"
#include "polymake/RandomGenerators.h"
#include "polymake/Matrix.h"
#include "polymake/Vector.h"
#include "polymake/Set.h"

namespace polymake { namespace polytope {

BigObject rand_inner_points(BigObject p_in, Int n, OptionSet options)
{
   const bool bounded=p_in.give("BOUNDED");
   if (!bounded)
      throw std::runtime_error("rand_inner_points: unbounded input polyhedron");

   const RandomSeed seed(options["seed"]);
   const auto start_seed = seed.get();

   const Int M = std::numeric_limits<Int>::max();
   UniformlyRandomRanged<Int> rg(M, seed);

   const Matrix<Rational> V=p_in.give("VERTICES");
   const Int d = V.cols(), n_vertices = V.rows();

   Vector<Rational> mu(n_vertices);
   Matrix<Rational> Points_out(n,d);
   for (auto p_i=entire(rows(Points_out)); !p_i.at_end(); ++p_i) {
      // get random partition of 1
      rg.begin();
      Set<Int> partition;
      for (Int i = 1; i < n_vertices; ++i)
         partition += abs(static_cast<Int>(rg.get()));  // FIXME: check if already contained
      Rational previous(0);
      Int idx = 0;
      for (auto pit = entire(partition); !pit.at_end(); ++pit, ++idx) {
         const Rational current(*pit);
         mu[idx]=(current-previous)/M;
         previous=current;
      }
      mu[idx]=1-(previous/M);
      // crude fix for FIXME above; make sure that the vector always has the proper length
      for ( ++idx; idx<n_vertices; ++idx ) mu[idx]=0;

      *p_i = mu*V;
   }

   BigObject p_out("Polytope<Rational>",
                   "POINTS", Points_out);
   p_out.set_description() << "Random inner points of " << p_in.name() << "; seed=" << start_seed << endl;
   return p_out;
}

UserFunction4perl("# @category Producing a polytope from polytopes"
                  "# Produce a polytope with //n// random points from the input polytope //P//."
                  "# Each generated point is a convex linear combination of the input vertices"
                  "# with uniformly distributed random coefficients. Thus, the output points can't in general"
                  "# be expected to be distributed uniformly within the input polytope; cf. [[unirand]] for this."
                  "# The polytope must be [[BOUNDED]]."
                  "# @param Polytope P the input polytope"
                  "# @param Int n the number of random points"
                  "# @option Int seed controls the outcome of the random number generator;"
                  "#   fixing a seed number guarantees the same outcome."
                  "# @return Polytope"
                  "# @author Carsten Jackisch",
                  &rand_inner_points, "rand_inner_points(Polytope $ { seed => undef })");
} }

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