random_graph.H

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/*
                          Aleph_w
 
  Data structures & Algorithms
  version 2.0.0b
  https://github.com/lrleon/Aleph-w
 
  This file is part of Aleph-w library
 
  Copyright (c) 2002-2026 Leandro Rabindranath Leon
 
  Permission is hereby granted, free of charge, to any person obtaining a copy
  of this software and associated documentation files (the "Software"), to deal
  in the Software without restriction, including without limitation the rights
  to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
  copies of the Software, and to permit persons to whom the Software is
  furnished to do so, subject to the following conditions:
 
  The above copyright notice and this permission notice shall be included in all
  copies or substantial portions of the Software.
 
  THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
  IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
  FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
  AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
  LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
  OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
  SOFTWARE.
*/
 
 
# ifndef RANDOM_GRAPH_H
# define RANDOM_GRAPH_H
 
# include <ah-graph-concepts.H>
 
# include <gsl/gsl_rng.h>
# include <memory>
# include <tpl_indexArc.H>
# include <tpl_graph_utils.H>
# include <tpl_components.H>
# include <single_graph.H>
# include <Tarjan.H>
# include <ah-errors.H>
 
namespace Aleph
{
  template <class GT>
  struct Dft_Init_Rand_Node
  {
    void operator ()(GT &, typename GT::Node *) const noexcept
    {
      // empty
    }
  };
 
 
  template <class GT>
  struct Dft_Init_Rand_Arc
  {
    void operator ()(GT &, typename GT::Arc *) const noexcept
    {
      // empty
    }
  };
 
  // TODO: consider replacing Init_Node and Init_Arc classes with lambdas
 
  template <AlephGraph GT, class Init_Node, class Init_Arc>
  class Random_Graph_Base
  {
  protected:
    typedef typename GT::Node GT_Node;
    typedef typename GT::Arc GT_Arc;
 
    gsl_rng *r;
 
    Init_Node & init_node;
    Init_Arc & init_arc;
 
    std::unique_ptr<DynArray<GT_Node *>> nodes; // pointer to save directory
                                            // space when not used
 
    std::unique_ptr<IndexArc<GT>> idx_arc; // pointer because constructor
                                      // requires the graph
    mutable size_t num_nodes;
    mutable size_t num_arcs;
    mutable unsigned long rand_max;
 
    GT g;
 
    bool save_parity; // indicates whether to track parity relations
                       // among nodes (only for building Eulerian
                       // and Hamiltonian graphs)
 
    virtual void
    update_parity_after_arc_insertion(GT_Node *src, GT_Node *tgt) = 0;
 
    GT_Arc * insert_arc(GT_Node *src, GT_Node *tgt)
    {
      auto a = idx_arc->insert(g.insert_arc(src, tgt));
      init_arc(g, a);
      update_parity_after_arc_insertion(src, tgt);
      return a;
    }
 
    GT_Node * select_random_node(GT_Node *excluded = nullptr) noexcept
    {
      assert(nodes.get() != nullptr);
      assert(num_nodes > 0);
      assert(excluded == nullptr or num_nodes > 1); // avoid infinite loop
 
      GT_Node *ret_val = nullptr;
      while (true)
        {
          unsigned long idx = gsl_rng_uniform_int(r, num_nodes);
          ret_val = nodes->access(idx);
          if (excluded == nullptr or ret_val != excluded)
            break;
        }
 
      return ret_val;
    }
 
    GT_Node * select_random_node(DynList<GT_Node *> & list) noexcept
    {
      const unsigned long k = gsl_rng_uniform_int(r, list.size());
      typename DynList<GT_Node *>::Iterator it(list);
      for (unsigned long i = 0; i < k; ++i, it.next_ne()) {}
 
      return it.get_curr_ne();
    }
 
    virtual void create_nodes_and_initialize_arc_index() = 0;
 
    virtual void connect() = 0;
 
    void initialize_and_create_nodes(const size_t & __num_nodes,
                                     const size_t & __num_arcs)
    {
      ah_domain_error_if(__num_nodes == 0)
          << "Number of nodes must be greater than 0";
 
      num_nodes = __num_nodes;
 
      const size_t num_nodes_2 = num_nodes * num_nodes;
      if (g.is_digraph())
        num_arcs = std::min(__num_arcs, num_nodes_2 - num_nodes);
      else
        num_arcs = std::min(__num_arcs, (num_nodes_2 - num_nodes) / 2);
 
      create_nodes_and_initialize_arc_index();
    }
 
    Random_Graph_Base(const unsigned long seed,
                      const Init_Node & __init_node,
                      const Init_Arc & __init_arc)
      : r(gsl_rng_alloc(gsl_rng_mt19937)),
        init_node(const_cast<Init_Node &>(__init_node)),
        init_arc(const_cast<Init_Arc &>(__init_arc)),
        num_nodes(0), num_arcs(0),
        rand_max(gsl_rng_max(r)), save_parity(false)
    {
      ah_bad_alloc_if(r == nullptr);
 
      gsl_rng_set(r, seed % rand_max);
    }
 
    virtual ~Random_Graph_Base()
    {
      if (r != nullptr)
        gsl_rng_free(r);
    }
 
    GT create(const size_t & __num_nodes, const size_t & __num_arcs,
              const bool connected)
    {
      initialize_and_create_nodes(__num_nodes, __num_arcs);
 
      // randomly insert arcs by selecting random node pairs
      for (size_t i = 0; i < num_arcs; ++i)
        {
          auto src = select_random_node();
          auto tgt = select_random_node(src);
          if (idx_arc->search(src, tgt) == nullptr) // arc already exists?
            insert_arc(src, tgt);
        }
 
      if (connected)
        connect();
 
      return std::move(g);
    }
 
    virtual GT create_p(const size_t & __num_nodes, const double & p,
                        bool connected) = 0;
 
    virtual void make_eulerian() = 0;
 
    virtual void make_hamiltonian() = 0;
 
  public:
    GT eulerian(const size_t & __num_nodes, const size_t & __num_arcs)
    {
      save_parity = true;
      g = this->create(__num_nodes, __num_arcs, true);
      make_eulerian();
 
      return std::move(g);
    }
 
    GT eulerian(const size_t & __num_nodes, const double & p)
    {
      save_parity = true;
      g = this->create_p(__num_nodes, p, true);
      make_eulerian();
 
      return std::move(g);
    }
 
    GT sufficient_hamiltonian(const size_t & __num_nodes,
                              const double & p = 0.5)
    {
      g = this->create_p(__num_nodes, p, true);
      make_hamiltonian();
 
      return std::move(g);
    }
  };
 
 
  template <AlephGraph GT,
            class Init_Node = Dft_Init_Rand_Node<GT>,
            class Init_Arc = Dft_Init_Rand_Arc<GT>>
  class Random_Graph : public Random_Graph_Base<GT, Init_Node, Init_Arc>
  {
    typedef typename GT::Node GT_Node;
    typedef typename GT::Arc GT_Arc;
 
    DynSetRandTree<GT_Node *> odd_nodes;  // nodes with odd degree
    DynSetRandTree<GT_Node *> even_nodes; // nodes with even degree
 
    virtual void update_parity_after_arc_insertion(GT_Node *src, GT_Node *tgt)
    {
      if (not this->save_parity)
        return;
 
      if (is_even(this->g.get_num_arcs(src)))
        { // was odd before the insertion
          this->odd_nodes.remove(src);
          this->even_nodes.insert(src);
        }
      else
        {
          this->even_nodes.remove(src);
          this->odd_nodes.insert(src);
        }
 
      if (is_even(this->g.get_num_arcs(tgt)))
        { // was odd before the insertion
          this->odd_nodes.remove(tgt);
          this->even_nodes.insert(tgt);
        }
      else
        {
          this->even_nodes.remove(tgt);
          this->odd_nodes.insert(tgt);
        }
    }
 
    void create_nodes_and_initialize_arc_index() override
    {
      this->nodes = std::unique_ptr<DynArray<GT_Node *>>
          (new DynArray<GT_Node *>(this->num_nodes));
 
      this->nodes->reserve(this->num_nodes);
 
      for (size_t i = 0; i < this->num_nodes; ++i)
        {
          auto p = this->g.insert_node(new GT_Node);
          this->nodes->access(i) = p;
          this->init_node(this->g, p);
          if (this->save_parity)
            {
              this->even_nodes.insert(p);
              NODE_COUNTER(p) = 0;
            }
        }
 
      this->idx_arc = std::unique_ptr<IndexArc<GT>>(new IndexArc<GT>(this->g));
    }
 
    void connect() override
    {
      DynList<DynList<GT_Node *>> subgraphs; // list of subgraphs
 
      Unconnected_Components<GT>()(this->g, subgraphs);
 
      const size_t & num_subs = subgraphs.size();
 
      if (num_subs == 1)
        return;
 
      DynArray<GT_Node *> block_nodes;
 
      for (typename DynList<DynList<GT_Node *>>::Iterator it(subgraphs);
           it.has_curr(); it.next_ne())
        block_nodes.append(this->select_random_node(it.get_curr_ne()));
 
      for (size_t i = 1; i < num_subs; ++i)
        {
          auto src = block_nodes.access(i - 1);
          auto tgt = block_nodes.access(i);
          this->insert_arc(src, tgt);
        }
    }
 
    // Create a random graph where the probability of an arc between
    // any pair of nodes is p
    GT create_p(const size_t & __num_nodes, const double & p,
                const bool connected) override
    {
      ah_domain_error_if(p > 1.0 or p <= 0.0) << "Invalid value for p";
 
      this->initialize_and_create_nodes(__num_nodes, __num_nodes);
 
      for (size_t i = 0; i + 1 < this->num_nodes; ++i)
        {
          auto src = this->nodes->access(i);
          for (size_t j = i + 1; j < this->num_nodes; ++j)
            if (gsl_rng_uniform(this->r) <= p) // random draw
              {
                auto tgt = this->nodes->access(j);
                assert(src != tgt);
                this->insert_arc(src, tgt);
              }
        }
 
      if (connected)
        connect();
 
      return std::move(this->g);
    }
 
  public:
    Random_Graph(unsigned long seed,
                 const Init_Node & __init_node,
                 const Init_Arc & __init_arc)
      : Random_Graph_Base<GT, Init_Node, Init_Arc>(seed, __init_node, __init_arc)
    {
      ah_domain_error_if(this->g.is_digraph())
      << "Building of random digraph through a graph";
    }
 
    Random_Graph(unsigned long seed = time(nullptr),
                 const Init_Node && __init_node = Init_Node(),
                 const Init_Arc && __init_arc = Init_Arc())
      : Random_Graph_Base<GT, Init_Node, Init_Arc>(seed, __init_node, __init_arc)
    {
      ah_domain_error_if(this->g.is_digraph())
      << "Building of random digraph through a graph";
    }
 
 
    GT operator ()(const size_t & __num_nodes, const size_t & __num_arcs,
                   bool connected = true)
    {
      return this->create(__num_nodes, __num_arcs, connected);
    }
 
    GT operator ()(const size_t & __num_nodes, const double & p,
                   bool connected = true)
    {
      return create_p(__num_nodes, p, connected);
    }
 
  private:
    void make_eulerian() override
    {
      while (this->odd_nodes.size() > 1)
        {
          GT_Node *src = nullptr;
          GT_Node *tgt = nullptr;
 
          while (true)
            {
              src = this->odd_nodes.select
                  (gsl_rng_uniform_int(this->r, this->odd_nodes.size()));
              do
                tgt = this->odd_nodes.select
                    (gsl_rng_uniform_int(this->r, this->odd_nodes.size()));
              while (tgt == src);
 
              if (this->idx_arc->search(src, tgt) == nullptr)
                break;
              else if (this->odd_nodes.size() == 2)
                { // select random node that has no arc to src or tgt
                  GT_Node *p = nullptr;
                  do
                    p = this->even_nodes.select
                        (gsl_rng_uniform_int(this->r, this->even_nodes.size()));
                  while (this->idx_arc->search(src, p) != nullptr or
                         this->idx_arc->search(tgt, p) != nullptr);
                  this->insert_arc(src, p);
                  this->insert_arc(p, tgt);
 
                  return;
                }
            }
 
          this->insert_arc(src, tgt);
        }
 
      assert(this->odd_nodes.size() == 0);
    }
 
    void balance_graph_nodes_degree(GT_Node *src, GT_Node *tgt)
    {
      if (this->idx_arc->search(src, tgt) == nullptr)
        this->insert_arc(src, tgt);
 
      const size_t & n = this->g.get_num_nodes();
 
      while (this->g.get_num_arcs(src) + this->g.get_num_arcs(tgt) < n)
        {
          auto p = this->nodes->access(gsl_rng_uniform_int(this->r, n));
          if (p == src or p == tgt)
            continue;
 
          if (this->idx_arc->search(src, p) == nullptr)
            this->insert_arc(src, p);
 
          if (this->g.get_num_arcs(src) + this->g.get_num_arcs(tgt) == n)
            break;
 
          if (this->idx_arc->search(tgt, p) == nullptr)
            this->insert_arc(tgt, p);
        }
    }
 
    void make_hamiltonian() override
    {
      const size_t & n = this->g.get_num_nodes();
      for (size_t i = 0; i + 1 < n; ++i)
        {
          auto src = this->nodes->access(i);
          for (size_t j = i + 1; j < n; ++j)
            balance_graph_nodes_degree(src, this->nodes->access(j));
        }
    }
 
  public:
    GT eulerian(const size_t & __num_nodes, const size_t & __num_arcs)
    {
      this->save_parity = true;
      this->g = this->create(__num_nodes, __num_arcs, true);
      make_eulerian();
 
      return std::move(this->g);
    }
 
    GT eulerian(const size_t & __num_nodes, const double & p)
    {
      this->save_parity = true;
      this->g = this->create_p(__num_nodes, p, true);
      make_eulerian();
 
      return std::move(this->g);
    }
 
    GT sufficient_hamiltonian(const size_t & __num_nodes,
                              const double & p = 0.5)
    {
      this->g = this->create_p(__num_nodes, p, true);
      make_hamiltonian();
 
      return std::move(this->g);
    }
  };
 
 
  template <AlephGraph GT,
            class Init_Node = Dft_Init_Rand_Node<GT>,
            class Init_Arc = Dft_Init_Rand_Arc<GT>>
  class Random_Digraph : public Random_Graph_Base<GT, Init_Node, Init_Arc>
  {
    typedef typename GT::Node GT_Node;
    typedef typename GT::Arc GT_Arc;
 
    DynSetRandTree<GT_Node *> greater; // nodes with out-degree > in-degree
    DynSetRandTree<GT_Node *> smaller; // nodes with out-degree < in-degree
    DynSetRandTree<GT_Node *> equal;   // nodes with out-degree == in-degree
 
    bool verify_tables()
    {
      const size_t & n = this->nodes->size();
 
      if (n != this->g.get_num_nodes())
        std::cout << "Warning num of nodes of graph does not match with array "
            << this->g.get_num_nodes() << "!=" << n << std::endl;
 
      size_t total = greater.size() + smaller.size() + equal.size();
      if (total != this->g.get_num_nodes())
        std::cout << "Inconsistency with nodes parity" << std::endl
            << "greater = " << greater.size() << std::endl
            << "smaller = " << smaller.size() << std::endl
            << "equal   = " << equal.size() << std::endl
            << "total   = " << total << std::endl
            << "|V|     = " << this->g.get_num_nodes();
 
      for (size_t i = 0; i < n; ++i)
        {
          auto p = this->nodes->access(i);
 
          const long & in_sz = NODE_COUNTER(p);
          const size_t & out_sz = this->g.get_num_arcs(p);
 
          if (in_sz == out_sz)
            {
              if (smaller.search(p) != nullptr)
                std::cout << "Inconsistency " << in_sz << "/" << out_sz << " found "
                    << " in smaller table" << std::endl;
 
              if (greater.search(p) != nullptr)
                std::cout << "Inconsistency " << in_sz << "/" << out_sz << " found "
                    << " in greater table" << std::endl;
 
              if (equal.search(p) == nullptr)
                {
                  std::cout << "node of same in/out degree is not in equal table"
                      << std::endl;
 
                  return false;
                }
            }
          else if (in_sz > out_sz)
            {
              if (greater.search(p) != nullptr)
                std::cout << "Inconsistency " << in_sz << "/" << out_sz << " found "
                    << " in greater table" << std::endl;
 
              if (equal.search(p) != nullptr)
                std::cout << "Inconsistency " << in_sz << "/" << out_sz << " found "
                    << std::endl;
 
              if (smaller.search(p) == nullptr)
                {
                  std::cout << "node with " << in_sz << "/" << out_sz << " not found "
                      << "smaller table" << std::endl;
 
                  return false;
                }
            }
          else
            {
              if (smaller.search(p) != nullptr)
                std::cout << "Inconsistency " << in_sz << "/" << out_sz << " found "
                    << " in smaller table" << std::endl;
 
              if (equal.search(p) != nullptr)
                std::cout << "Inconsistency " << in_sz << "/" << out_sz << " found "
                    << std::endl;
 
              if (greater.search(p) == nullptr)
                {
                  std::cout << "node with " << in_sz << "/" << out_sz << " not found "
                      << "greater table" << std::endl;
 
                  return false;
                }
            }
        }
 
      return true;
    }
 
    // This call is made right after inserting a new arc src-->tgt.
    // This implies that out(src) is updated, but in(tgt) is not.
    virtual void update_parity_after_arc_insertion(GT_Node *src, GT_Node *tgt)
    {
      if (not this->save_parity)
        return;
 
      const size_t & src_out_degree = this->g.get_num_arcs(src);
      const long & src_in_degree = NODE_COUNTER(src);
 
      if (src_out_degree == src_in_degree)
        { // src is in greater ==> remove it and insert into equal
          assert(this->smaller.search(src) != nullptr);
          this->smaller.remove(src);
          this->equal.insert(src);
        }
      else if (src_out_degree > src_in_degree)
        if (src_out_degree == src_in_degree + 1)
          {
            assert(this->equal.search(src) != nullptr);
            this->equal.remove(src);
            this->greater.insert(src);
          }
        else
          assert(this->greater.search(src) != nullptr);
      else // src_out_degree < src_in_degree
        assert(this->smaller.search(src) != nullptr);
 
      const size_t & tgt_out_degree = this->g.get_num_arcs(tgt);
      const long tgt_in_degree = ++NODE_COUNTER(tgt);
 
      if (tgt_out_degree == tgt_in_degree)
        {
          assert(this->greater.search(tgt));
          this->greater.remove(tgt);
          this->equal.insert(tgt);
        }
      else if (tgt_out_degree > tgt_in_degree)
        assert(this->greater.search(tgt));
      else // (tgt_out_degree < tgt_in_degree)
        {
          if (tgt_in_degree - 1 == tgt_out_degree)
            { // tgt is in equal ==> remove it
              assert(this->equal.search(tgt) != nullptr);
              this->smaller.insert(tgt);
              this->equal.remove(tgt);
            }
          else
            assert(this->smaller.search(tgt) != nullptr);
        }
    }
 
    void create_nodes_and_initialize_arc_index() override
    {
      this->nodes = std::unique_ptr<DynArray<GT_Node *>>
          (new DynArray<GT_Node *>(this->num_nodes));
 
      this->nodes->reserve(this->num_nodes);
 
      for (size_t i = 0; i < this->num_nodes; ++i)
        {
          typename GT::Node *p = this->g.insert_node(new GT_Node);
          this->nodes->access(i) = p;
          this->init_node(this->g, p);
 
          if (this->save_parity)
            {
              NODE_COUNTER(p) = 0;
              this->equal.insert(p);
            }
        }
 
      this->idx_arc = std::unique_ptr<IndexArc<GT>>(new IndexArc<GT>(this->g));
    }
 
    void connect() override
    {
      DynList<DynList<typename GT::Node *>> blk_list; // disconnected subgraphs
 
      { // save in-degrees since Tarjan's algorithm will modify them
        DynArray<int> in_degree;
        in_degree.reserve(this->g.get_num_nodes());
 
        typename GT::Node_Iterator it(this->g);
        for (int i = 0; it.has_curr(); it.next_ne(), ++i)
          in_degree.access(i) = NODE_COUNTER(it.get_curr_ne());
 
        Tarjan_Connected_Components<GT>()(this->g, blk_list);
 
        it.reset_first(); // restore in-degrees
        for (size_t i = 0; it.has_curr(); it.next_ne(), ++i)
          NODE_COUNTER(it.get_curr_ne()) = in_degree.access(i);
      }
 
      const size_t & num_blocks = blk_list.size();
 
      if (num_blocks == 1)
        return;
 
      // each node in this list is a randomly selected node from block i
      DynArray<typename GT::Node *> b1;
      b1.reserve(num_blocks);
      DynArray<typename GT::Node *> b2;
      b2.reserve(num_blocks); {
        typename DynList<DynList<GT_Node *>>::Iterator it(blk_list);
        for (size_t i = 0; it.has_curr(); it.next_ne(), ++i)
          { // select two random nodes from the current component
            DynList<typename GT::Node *> & list = it.get_curr_ne();
            b1.access(i) = this->select_random_node(list);
            b2.access(i) = this->select_random_node(list);
          }
      }
 
      for (size_t i = 0; i + 1 < num_blocks; ++i)
        {
          auto src = b1.access(i); // node in block i
          auto tgt = b1.access((i + 1) % num_blocks); // node in block i + 1
 
          if (this->idx_arc->search_directed(src, tgt) == nullptr)
            this->insert_arc(src, tgt);
 
          src = b2.access(i); // node in block i
          tgt = b2.access((i + 1) % num_blocks); // node in block i + 1
 
          if (this->idx_arc->search_directed(tgt, src) == nullptr)
            this->insert_arc(tgt, src);
        }
    }
 
    // Create a random graph where the probability of an arc between
    // any pair of nodes is p
    GT create_p(const size_t & __num_nodes, const double & p,
                bool connected) override
    {
      ah_domain_error_if(p > 1.0 or p <= 0.0) << "Invalid value for p";
 
      this->initialize_and_create_nodes(__num_nodes, __num_nodes);
 
      for (size_t i = 0; i < this->num_nodes; ++i)
        {
          auto src = this->nodes->access(i);
          for (size_t j = 0; j < this->num_nodes; ++j)
            if (i != j and gsl_rng_uniform(this->r) <= p)
              {
                auto tgt = this->nodes->access(j);
                assert(this->idx_arc->search_directed(src, tgt) == nullptr);
                this->insert_arc(src, tgt);
              }
        }
 
      if (connected)
        connect();
 
      return std::move(this->g);
    }
 
  public:
    Random_Digraph(unsigned long seed,
                   const Init_Node & __init_node,
                   const Init_Arc & __init_arc)
      : Random_Graph_Base<GT, Init_Node, Init_Arc>(seed, __init_node, __init_arc)
    {
      this->g.set_digraph(true);
    }
 
    Random_Digraph(unsigned long seed = time(nullptr),
                   const Init_Node && __init_node = Init_Node(),
                   const Init_Arc && __init_arc = Init_Arc())
      : Random_Digraph(seed, __init_node, __init_arc)
    {
      // empty
    }
 
    Random_Digraph(const Init_Node & __init_node,
                   const Init_Arc & __init_arc)
      : Random_Digraph(time(nullptr), __init_node, __init_arc)
    {
      // empty
    }
 
    ~Random_Digraph()
    {
      this->g.set_digraph(false);
    }
 
    GT operator ()(const size_t & __num_nodes, const size_t & __num_arcs,
                   bool connected = true)
    {
      return this->create(__num_nodes, __num_arcs, connected);
    }
 
    GT operator ()(const size_t & __num_nodes, const double & p,
                   bool connected = true)
    {
      return this->create_p(__num_nodes, p, connected);
    }
 
  private:
    void make_eulerian() override
    {
      GT_Node *src = nullptr;
      GT_Node *tgt = nullptr;
 
      while (this->greater.size() > 0 and this->smaller.size() > 0)
        {
          do
            {
              tgt = this->greater.select
                  (gsl_rng_uniform_int(this->r, this->greater.size()));
              src = this->smaller.select
                  (gsl_rng_uniform_int(this->r, this->smaller.size()));
            }
          while (src == tgt);
 
          if (this->idx_arc->search_directed(src, tgt) == nullptr)
            this->insert_arc(src, tgt);
          else
            {
              auto mid =
                  this->equal.select(gsl_rng_uniform_int(this->r,
                                                         this->equal.size()));
 
              while (this->idx_arc->search_directed(src, mid) != nullptr or
                     this->idx_arc->search_directed(mid, tgt) != nullptr)
                mid = this->equal.select
                    (gsl_rng_uniform_int(this->r, this->equal.size()));
 
              this->insert_arc(src, mid);
              this->insert_arc(mid, tgt);
            }
        }
    }
 
    void balance_digraph_node(GT_Node *p)
    {
      const size_t & n = this->g.get_num_nodes();
      const size_t n2 = n / 2;
 
      while (not (this->g.get_num_arcs(p) >= n2 and NODE_COUNTER(p) >= n2))
        {
          auto q = this->nodes->access(gsl_rng_uniform_int(this->r, n));
          if (q == p)
            continue;
 
          if (this->idx_arc->search_directed(p, q) == nullptr)
            {
              this->insert_arc(p, q);
              NODE_COUNTER(q)++;
            }
 
          if (this->idx_arc->search_directed(q, p) == nullptr)
            {
              this->insert_arc(q, p);
              NODE_COUNTER(p)++;
            }
        }
    }
 
    // Balance both nodes so they satisfy the Hamiltonian condition.
    // If arc src-->tgt exists, balance each node independently.
    void balance_digraph_nodes_degree(GT_Node *src, GT_Node *tgt)
    {
      if (this->idx_arc->search_directed(src, tgt) != nullptr)
        {
          balance_digraph_node(src);
          balance_digraph_node(tgt);
 
          return;
        }
 
      const size_t & n = this->g.get_num_nodes();
 
      while (this->g.get_num_arcs(src) + NODE_COUNTER(tgt) < n)
        {
          auto p = this->nodes->access(gsl_rng_uniform_int(this->r, n));
          if (p == src or p == tgt)
            continue;
 
          if (this->idx_arc->search_directed(src, p) == nullptr)
            {
              this->insert_arc(src, p);
              NODE_COUNTER(p)++;
 
              if (this->g.get_num_arcs(src) + NODE_COUNTER(tgt) == n)
                break;
            }
 
          if (this->idx_arc->search_directed(p, tgt) == nullptr)
            {
              this->insert_arc(p, tgt);
              NODE_COUNTER(tgt)++;
            }
        }
 
      assert(this->g.get_num_arcs(src) + NODE_COUNTER(tgt) >= n);
    }
 
    void make_hamiltonian() override
    {
      this->g.reset_counter_nodes();
 
      // compute in-degree for each node
      for (typename GT::Arc_Iterator it(this->g); it.has_curr(); it.next_ne())
        NODE_COUNTER(it.get_tgt_node_ne())++;
 
      const size_t & n = this->g.get_num_nodes();
 
      for (size_t i = 0; i < n; ++i)
        {
          auto src = this->nodes->access(i);
          for (size_t j = 0; j < n; ++j)
            {
              if (i == j)
                continue;
 
              auto tgt = this->nodes->access(j);
              balance_digraph_nodes_degree(src, tgt);
            }
        }
    }
  };
}
 
# endif // RANDOM_GRAPH_H