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alpar@209
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/* -*- mode: C++; indent-tabs-mode: nil; -*-
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alpar@103
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     2  | 
 *
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alpar@209
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 * This file is a part of LEMON, a generic C++ optimization library.
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alpar@103
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 *
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alpar@103
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 * Copyright (C) 2003-2008
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alpar@103
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 * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
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alpar@103
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 * (Egervary Research Group on Combinatorial Optimization, EGRES).
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alpar@103
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 *
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alpar@103
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 * Permission to use, modify and distribute this software is granted
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alpar@103
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 * provided that this copyright notice appears in all copies. For
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alpar@103
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 * precise terms see the accompanying LICENSE file.
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alpar@103
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 *
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alpar@103
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    13  | 
 * This software is provided "AS IS" with no warranty of any kind,
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alpar@103
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 * express or implied, and with no claim as to its suitability for any
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alpar@103
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 * purpose.
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alpar@103
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 *
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alpar@103
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 */
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alpar@103
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#ifndef LEMON_KRUSKAL_H
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alpar@103
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    20  | 
#define LEMON_KRUSKAL_H
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alpar@103
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    21  | 
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alpar@103
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    22  | 
#include <algorithm>
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alpar@103
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    23  | 
#include <vector>
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alpar@103
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    24  | 
#include <lemon/unionfind.h>
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alpar@103
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    25  | 
#include <lemon/maps.h>
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alpar@103
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    26  | 
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deba@220
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    27  | 
#include <lemon/core.h>
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alpar@103
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    28  | 
#include <lemon/bits/traits.h>
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alpar@103
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alpar@103
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///\ingroup spantree
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alpar@103
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///\file
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kpeter@194
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///\brief Kruskal's algorithm to compute a minimum cost spanning tree
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alpar@103
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///
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kpeter@194
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///Kruskal's algorithm to compute a minimum cost spanning tree.
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alpar@103
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    35  | 
///
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alpar@103
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    36  | 
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alpar@103
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    37  | 
namespace lemon {
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alpar@103
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    38  | 
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alpar@103
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    39  | 
  namespace _kruskal_bits {
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alpar@103
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alpar@103
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    // Kruskal for directed graphs.
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alpar@103
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    42  | 
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alpar@103
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    template <typename Digraph, typename In, typename Out>
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alpar@103
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    typename disable_if<lemon::UndirectedTagIndicator<Digraph>,
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alpar@209
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    45  | 
                       typename In::value_type::second_type >::type
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alpar@103
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    kruskal(const Digraph& digraph, const In& in, Out& out,dummy<0> = 0) {
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alpar@103
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    47  | 
      typedef typename In::value_type::second_type Value;
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alpar@103
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      typedef typename Digraph::template NodeMap<int> IndexMap;
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alpar@103
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    49  | 
      typedef typename Digraph::Node Node;
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alpar@209
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    50  | 
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alpar@103
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    51  | 
      IndexMap index(digraph);
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alpar@103
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    52  | 
      UnionFind<IndexMap> uf(index);
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alpar@103
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    53  | 
      for (typename Digraph::NodeIt it(digraph); it != INVALID; ++it) {
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alpar@103
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        uf.insert(it);
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alpar@103
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      }
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alpar@209
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alpar@103
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      Value tree_value = 0;
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alpar@103
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      for (typename In::const_iterator it = in.begin(); it != in.end(); ++it) {
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alpar@103
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        if (uf.join(digraph.target(it->first),digraph.source(it->first))) {
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alpar@103
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          out.set(it->first, true);
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alpar@103
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          tree_value += it->second;
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alpar@103
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        }
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alpar@103
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        else {
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alpar@103
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          out.set(it->first, false);
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alpar@103
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        }
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alpar@103
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      }
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alpar@103
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      return tree_value;
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alpar@103
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    }
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alpar@103
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alpar@103
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    // Kruskal for undirected graphs.
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alpar@103
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alpar@103
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    template <typename Graph, typename In, typename Out>
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alpar@103
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    typename enable_if<lemon::UndirectedTagIndicator<Graph>,
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alpar@209
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                       typename In::value_type::second_type >::type
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alpar@103
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    kruskal(const Graph& graph, const In& in, Out& out,dummy<1> = 1) {
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alpar@103
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      typedef typename In::value_type::second_type Value;
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alpar@103
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      typedef typename Graph::template NodeMap<int> IndexMap;
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alpar@103
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      typedef typename Graph::Node Node;
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alpar@209
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      IndexMap index(graph);
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alpar@103
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      UnionFind<IndexMap> uf(index);
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alpar@103
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      for (typename Graph::NodeIt it(graph); it != INVALID; ++it) {
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alpar@103
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        uf.insert(it);
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alpar@103
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      }
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alpar@209
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alpar@103
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      Value tree_value = 0;
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alpar@103
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      for (typename In::const_iterator it = in.begin(); it != in.end(); ++it) {
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alpar@103
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        if (uf.join(graph.u(it->first),graph.v(it->first))) {
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alpar@103
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          out.set(it->first, true);
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alpar@103
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          tree_value += it->second;
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alpar@103
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        }
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alpar@103
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        else {
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alpar@103
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          out.set(it->first, false);
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alpar@103
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        }
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alpar@103
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      }
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alpar@103
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      return tree_value;
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alpar@103
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    }
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alpar@103
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alpar@103
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alpar@103
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    template <typename Sequence>
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alpar@103
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    struct PairComp {
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alpar@103
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      typedef typename Sequence::value_type Value;
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alpar@103
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      bool operator()(const Value& left, const Value& right) {
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alpar@209
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        return left.second < right.second;
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alpar@103
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      }
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alpar@103
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    };
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alpar@103
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alpar@103
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    template <typename In, typename Enable = void>
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alpar@103
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    struct SequenceInputIndicator {
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alpar@103
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      static const bool value = false;
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alpar@103
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    };
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alpar@103
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alpar@103
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    template <typename In>
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alpar@209
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    struct SequenceInputIndicator<In,
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alpar@103
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      typename exists<typename In::value_type::first_type>::type> {
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alpar@103
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      static const bool value = true;
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alpar@103
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    };
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alpar@103
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alpar@103
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    template <typename In, typename Enable = void>
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alpar@103
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    struct MapInputIndicator {
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alpar@103
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      static const bool value = false;
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alpar@103
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    };
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alpar@103
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   123  | 
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alpar@103
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    template <typename In>
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alpar@209
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    struct MapInputIndicator<In,
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alpar@103
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      typename exists<typename In::Value>::type> {
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alpar@103
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      static const bool value = true;
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alpar@103
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   128  | 
    };
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alpar@103
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alpar@103
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    template <typename In, typename Enable = void>
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alpar@103
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    struct SequenceOutputIndicator {
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alpar@103
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      static const bool value = false;
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alpar@103
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    };
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alpar@209
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   134  | 
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alpar@103
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    template <typename Out>
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alpar@209
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    struct SequenceOutputIndicator<Out,
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alpar@103
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   137  | 
      typename exists<typename Out::value_type>::type> {
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alpar@103
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      static const bool value = true;
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alpar@103
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    };
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alpar@103
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   140  | 
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alpar@103
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    template <typename Out, typename Enable = void>
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alpar@103
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    struct MapOutputIndicator {
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alpar@103
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      static const bool value = false;
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alpar@103
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   144  | 
    };
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alpar@103
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   145  | 
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alpar@103
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   146  | 
    template <typename Out>
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alpar@209
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   147  | 
    struct MapOutputIndicator<Out,
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alpar@103
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   148  | 
      typename exists<typename Out::Value>::type> {
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alpar@103
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   149  | 
      static const bool value = true;
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alpar@103
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   150  | 
    };
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alpar@103
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   151  | 
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alpar@103
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   152  | 
    template <typename In, typename InEnable = void>
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alpar@103
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   153  | 
    struct KruskalValueSelector {};
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alpar@103
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   154  | 
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alpar@103
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   155  | 
    template <typename In>
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alpar@103
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   156  | 
    struct KruskalValueSelector<In,
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alpar@209
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   157  | 
      typename enable_if<SequenceInputIndicator<In>, void>::type>
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alpar@103
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   158  | 
    {
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alpar@103
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   159  | 
      typedef typename In::value_type::second_type Value;
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alpar@209
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   160  | 
    };
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alpar@103
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   161  | 
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alpar@103
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   162  | 
    template <typename In>
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alpar@103
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   163  | 
    struct KruskalValueSelector<In,
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alpar@209
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   164  | 
      typename enable_if<MapInputIndicator<In>, void>::type>
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alpar@103
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   165  | 
    {
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alpar@103
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   166  | 
      typedef typename In::Value Value;
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alpar@209
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   167  | 
    };
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alpar@209
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   168  | 
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alpar@103
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   169  | 
    template <typename Graph, typename In, typename Out,
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alpar@103
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   170  | 
              typename InEnable = void>
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alpar@103
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   171  | 
    struct KruskalInputSelector {};
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alpar@103
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   172  | 
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alpar@103
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   173  | 
    template <typename Graph, typename In, typename Out,
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alpar@103
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   174  | 
              typename InEnable = void>
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alpar@103
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   175  | 
    struct KruskalOutputSelector {};
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alpar@209
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   176  | 
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alpar@103
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   177  | 
    template <typename Graph, typename In, typename Out>
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alpar@103
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   178  | 
    struct KruskalInputSelector<Graph, In, Out,
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alpar@209
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   179  | 
      typename enable_if<SequenceInputIndicator<In>, void>::type >
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alpar@103
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   180  | 
    {
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alpar@103
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   181  | 
      typedef typename In::value_type::second_type Value;
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alpar@103
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   182  | 
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alpar@103
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   183  | 
      static Value kruskal(const Graph& graph, const In& in, Out& out) {
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alpar@103
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   184  | 
        return KruskalOutputSelector<Graph, In, Out>::
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alpar@103
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   185  | 
          kruskal(graph, in, out);
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alpar@103
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   186  | 
      }
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alpar@103
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   187  | 
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alpar@103
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   188  | 
    };
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alpar@103
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   189  | 
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alpar@103
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   190  | 
    template <typename Graph, typename In, typename Out>
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alpar@103
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   191  | 
    struct KruskalInputSelector<Graph, In, Out,
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alpar@209
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   192  | 
      typename enable_if<MapInputIndicator<In>, void>::type >
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alpar@103
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   193  | 
    {
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alpar@103
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   194  | 
      typedef typename In::Value Value;
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alpar@103
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   195  | 
      static Value kruskal(const Graph& graph, const In& in, Out& out) {
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alpar@103
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   196  | 
        typedef typename In::Key MapArc;
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alpar@103
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   197  | 
        typedef typename In::Value Value;
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alpar@103
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   198  | 
        typedef typename ItemSetTraits<Graph, MapArc>::ItemIt MapArcIt;
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alpar@103
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   199  | 
        typedef std::vector<std::pair<MapArc, Value> > Sequence;
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alpar@103
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   200  | 
        Sequence seq;
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alpar@209
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   201  | 
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alpar@103
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   202  | 
        for (MapArcIt it(graph); it != INVALID; ++it) {
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alpar@103
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   203  | 
          seq.push_back(std::make_pair(it, in[it]));
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alpar@103
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   204  | 
        }
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alpar@103
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   205  | 
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alpar@103
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   206  | 
        std::sort(seq.begin(), seq.end(), PairComp<Sequence>());
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alpar@103
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   207  | 
        return KruskalOutputSelector<Graph, Sequence, Out>::
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alpar@103
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   208  | 
          kruskal(graph, seq, out);
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alpar@103
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   209  | 
      }
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alpar@103
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   210  | 
    };
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alpar@103
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   211  | 
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deba@136
 | 
   212  | 
    template <typename T>
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deba@136
 | 
   213  | 
    struct RemoveConst {
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deba@136
 | 
   214  | 
      typedef T type;
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deba@136
 | 
   215  | 
    };
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deba@136
 | 
   216  | 
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deba@136
 | 
   217  | 
    template <typename T>
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deba@136
 | 
   218  | 
    struct RemoveConst<const T> {
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deba@136
 | 
   219  | 
      typedef T type;
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deba@136
 | 
   220  | 
    };
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deba@136
 | 
   221  | 
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alpar@103
 | 
   222  | 
    template <typename Graph, typename In, typename Out>
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alpar@103
 | 
   223  | 
    struct KruskalOutputSelector<Graph, In, Out,
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alpar@209
 | 
   224  | 
      typename enable_if<SequenceOutputIndicator<Out>, void>::type >
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| 
alpar@103
 | 
   225  | 
    {
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| 
alpar@103
 | 
   226  | 
      typedef typename In::value_type::second_type Value;
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alpar@103
 | 
   227  | 
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alpar@103
 | 
   228  | 
      static Value kruskal(const Graph& graph, const In& in, Out& out) {
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| 
kpeter@167
 | 
   229  | 
        typedef LoggerBoolMap<typename RemoveConst<Out>::type> Map;
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alpar@103
 | 
   230  | 
        Map map(out);
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alpar@103
 | 
   231  | 
        return _kruskal_bits::kruskal(graph, in, map);
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alpar@103
 | 
   232  | 
      }
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| 
alpar@103
 | 
   233  | 
  | 
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alpar@103
 | 
   234  | 
    };
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| 
alpar@103
 | 
   235  | 
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alpar@103
 | 
   236  | 
    template <typename Graph, typename In, typename Out>
  | 
| 
alpar@103
 | 
   237  | 
    struct KruskalOutputSelector<Graph, In, Out,
  | 
| 
alpar@209
 | 
   238  | 
      typename enable_if<MapOutputIndicator<Out>, void>::type >
  | 
| 
alpar@103
 | 
   239  | 
    {
 | 
| 
alpar@103
 | 
   240  | 
      typedef typename In::value_type::second_type Value;
  | 
| 
alpar@103
 | 
   241  | 
  | 
| 
alpar@103
 | 
   242  | 
      static Value kruskal(const Graph& graph, const In& in, Out& out) {
 | 
| 
alpar@103
 | 
   243  | 
        return _kruskal_bits::kruskal(graph, in, out);
  | 
| 
alpar@103
 | 
   244  | 
      }
  | 
| 
alpar@103
 | 
   245  | 
    };
  | 
| 
alpar@103
 | 
   246  | 
  | 
| 
alpar@103
 | 
   247  | 
  }
  | 
| 
alpar@103
 | 
   248  | 
  | 
| 
alpar@103
 | 
   249  | 
  /// \ingroup spantree
  | 
| 
alpar@103
 | 
   250  | 
  ///
  | 
| 
kpeter@194
 | 
   251  | 
  /// \brief Kruskal algorithm to find a minimum cost spanning tree of
  | 
| 
kpeter@194
 | 
   252  | 
  /// a graph.
  | 
| 
alpar@103
 | 
   253  | 
  ///
  | 
| 
alpar@209
 | 
   254  | 
  /// This function runs Kruskal's algorithm to find a minimum cost
  | 
| 
kpeter@194
 | 
   255  | 
  /// spanning tree.
  | 
| 
alpar@103
 | 
   256  | 
  /// Due to some C++ hacking, it accepts various input and output types.
  | 
| 
alpar@103
 | 
   257  | 
  ///
  | 
| 
alpar@103
 | 
   258  | 
  /// \param g The graph the algorithm runs on.
  | 
| 
alpar@209
 | 
   259  | 
  /// It can be either \ref concepts::Digraph "directed" or
  | 
| 
alpar@103
 | 
   260  | 
  /// \ref concepts::Graph "undirected".
  | 
| 
alpar@209
 | 
   261  | 
  /// If the graph is directed, the algorithm consider it to be
  | 
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alpar@103
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   262  | 
  /// undirected by disregarding the direction of the arcs.
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alpar@103
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   263  | 
  ///
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alpar@209
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   264  | 
  /// \param in This object is used to describe the arc/edge costs.
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kpeter@194
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   265  | 
  /// It can be one of the following choices.
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alpar@103
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   266  | 
  /// - An STL compatible 'Forward Container' with
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kpeter@194
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   267  | 
  /// <tt>std::pair<GR::Arc,X></tt> or
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kpeter@194
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   268  | 
  /// <tt>std::pair<GR::Edge,X></tt> as its <tt>value_type</tt>, where
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| 
kpeter@194
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   269  | 
  /// \c X is the type of the costs. The pairs indicates the arcs/edges
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alpar@103
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   270  | 
  /// along with the assigned cost. <em>They must be in a
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alpar@103
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   271  | 
  /// cost-ascending order.</em>
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alpar@209
 | 
   272  | 
  /// - Any readable arc/edge map. The values of the map indicate the
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| 
kpeter@194
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   273  | 
  /// arc/edge costs.
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| 
alpar@103
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   274  | 
  ///
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| 
kpeter@194
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   275  | 
  /// \retval out Here we also have a choice.
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kpeter@194
 | 
   276  | 
  /// - It can be a writable \c bool arc/edge map. After running the
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| 
kpeter@194
 | 
   277  | 
  /// algorithm it will contain the found minimum cost spanning
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| 
kpeter@194
 | 
   278  | 
  /// tree: the value of an arc/edge will be set to \c true if it belongs
  | 
| 
alpar@103
 | 
   279  | 
  /// to the tree, otherwise it will be set to \c false. The value of
  | 
| 
kpeter@194
 | 
   280  | 
  /// each arc/edge will be set exactly once.
  | 
| 
alpar@103
 | 
   281  | 
  /// - It can also be an iteraror of an STL Container with
  | 
| 
kpeter@194
 | 
   282  | 
  /// <tt>GR::Arc</tt> or <tt>GR::Edge</tt> as its
  | 
| 
alpar@103
 | 
   283  | 
  /// <tt>value_type</tt>.  The algorithm copies the elements of the
  | 
| 
alpar@103
 | 
   284  | 
  /// found tree into this sequence.  For example, if we know that the
  | 
| 
alpar@103
 | 
   285  | 
  /// spanning tree of the graph \c g has say 53 arcs, then we can
  | 
| 
alpar@103
 | 
   286  | 
  /// put its arcs into an STL vector \c tree with a code like this.
  | 
| 
alpar@103
 | 
   287  | 
  ///\code
  | 
| 
alpar@103
 | 
   288  | 
  /// std::vector<Arc> tree(53);
  | 
| 
alpar@103
 | 
   289  | 
  /// kruskal(g,cost,tree.begin());
  | 
| 
alpar@103
 | 
   290  | 
  ///\endcode
  | 
| 
alpar@103
 | 
   291  | 
  /// Or if we don't know in advance the size of the tree, we can
  | 
| 
alpar@209
 | 
   292  | 
  /// write this.
  | 
| 
kpeter@194
 | 
   293  | 
  ///\code
  | 
| 
kpeter@194
 | 
   294  | 
  /// std::vector<Arc> tree;
  | 
| 
alpar@209
 | 
   295  | 
  /// kruskal(g,cost,std::back_inserter(tree));
  | 
| 
alpar@103
 | 
   296  | 
  ///\endcode
  | 
| 
alpar@103
 | 
   297  | 
  ///
  | 
| 
kpeter@194
 | 
   298  | 
  /// \return The total cost of the found spanning tree.
  | 
| 
alpar@103
 | 
   299  | 
  ///
  | 
| 
deba@220
 | 
   300  | 
  /// \note If the input graph is not (weakly) connected, a spanning
  | 
| 
kpeter@216
 | 
   301  | 
  /// forest is calculated instead of a spanning tree.
  | 
| 
alpar@103
 | 
   302  | 
  | 
| 
alpar@103
 | 
   303  | 
#ifdef DOXYGEN
  | 
| 
alpar@103
 | 
   304  | 
  template <class Graph, class In, class Out>
  | 
| 
alpar@103
 | 
   305  | 
  Value kruskal(GR const& g, const In& in, Out& out)
  | 
| 
alpar@209
 | 
   306  | 
#else
  | 
| 
alpar@103
 | 
   307  | 
  template <class Graph, class In, class Out>
  | 
| 
alpar@209
 | 
   308  | 
  inline typename _kruskal_bits::KruskalValueSelector<In>::Value
  | 
| 
alpar@209
 | 
   309  | 
  kruskal(const Graph& graph, const In& in, Out& out)
  | 
| 
alpar@103
 | 
   310  | 
#endif
  | 
| 
alpar@103
 | 
   311  | 
  {
 | 
| 
alpar@103
 | 
   312  | 
    return _kruskal_bits::KruskalInputSelector<Graph, In, Out>::
  | 
| 
alpar@103
 | 
   313  | 
      kruskal(graph, in, out);
  | 
| 
alpar@103
 | 
   314  | 
  }
  | 
| 
alpar@103
 | 
   315  | 
  | 
| 
alpar@209
 | 
   316  | 
  | 
| 
alpar@209
 | 
   317  | 
  | 
| 
alpar@103
 | 
   318  | 
  | 
| 
alpar@103
 | 
   319  | 
  template <class Graph, class In, class Out>
  | 
| 
alpar@103
 | 
   320  | 
  inline typename _kruskal_bits::KruskalValueSelector<In>::Value
  | 
| 
alpar@103
 | 
   321  | 
  kruskal(const Graph& graph, const In& in, const Out& out)
  | 
| 
alpar@103
 | 
   322  | 
  {
 | 
| 
alpar@103
 | 
   323  | 
    return _kruskal_bits::KruskalInputSelector<Graph, In, const Out>::
  | 
| 
alpar@103
 | 
   324  | 
      kruskal(graph, in, out);
  | 
| 
alpar@209
 | 
   325  | 
  }
  | 
| 
alpar@103
 | 
   326  | 
  | 
| 
alpar@103
 | 
   327  | 
} //namespace lemon
  | 
| 
alpar@103
 | 
   328  | 
  | 
| 
alpar@103
 | 
   329  | 
#endif //LEMON_KRUSKAL_H
  |