source: lemon-0.x/lemon/graph_utils.h @ 1454:e0177bbe75a9

/* -*- C++ -*-
 * lemon/graph_utils.h - Part of LEMON, a generic C++ optimization library
 *
 * Copyright (C) 2005 Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
 * (Egervary Research Group on Combinatorial Optimization, EGRES).
 *
 * Permission to use, modify and distribute this software is granted
 * provided that this copyright notice appears in all copies. For
 * precise terms see the accompanying LICENSE file.
 *
 * This software is provided "AS IS" with no warranty of any kind,
 * express or implied, and with no claim as to its suitability for any
 * purpose.
 *
 */

#ifndef LEMON_GRAPH_UTILS_H
#define LEMON_GRAPH_UTILS_H

#include <iterator>
#include <vector>
#include <map>

#include <lemon/invalid.h>
#include <lemon/utility.h>
#include <lemon/maps.h>

///\ingroup gutils
///\file
///\brief Graph utilities.
///
///\todo Please
///revise the documentation.
///


namespace lemon {

  /// \addtogroup gutils
  /// @{

  /// \brief Function to count the items in the graph.
  ///
  /// This function counts the items in the graph.
  /// The complexity of the function is O(n) because
  /// it iterates on all of the items.

  template <typename Graph, typename ItemIt>
  inline int countItems(const Graph& g) {
    int num = 0;
    for (ItemIt it(g); it != INVALID; ++it) {
      ++num;
    }
    return num;
  }

  // Node counting:

  template <typename Graph>
  inline
  typename enable_if<typename Graph::NodeNumTag, int>::type
  _countNodes(const Graph &g) {
    return g.nodeNum();
  }

  template <typename Graph>
  inline int _countNodes(Wrap<Graph> w) {
    return countItems<Graph, typename Graph::NodeIt>(w.value);
  }

  /// \brief Function to count the nodes in the graph.
  ///
  /// This function counts the nodes in the graph.
  /// The complexity of the function is O(n) but for some
  /// graph structure it is specialized to run in O(1).
  ///
  /// \todo refer how to specialize it

  template <typename Graph>
  inline int countNodes(const Graph& g) {
    return _countNodes<Graph>(g);
  }

  // Edge counting:

  template <typename Graph>
  inline
  typename enable_if<typename Graph::EdgeNumTag, int>::type
  _countEdges(const Graph &g) {
    return g.edgeNum();
  }

  template <typename Graph>
  inline int _countEdges(Wrap<Graph> w) {
    return countItems<Graph, typename Graph::EdgeIt>(w.value);
  }

  /// \brief Function to count the edges in the graph.
  ///
  /// This function counts the edges in the graph.
  /// The complexity of the function is O(e) but for some
  /// graph structure it is specialized to run in O(1).

  template <typename Graph>
  inline int countEdges(const Graph& g) {
    return _countEdges<Graph>(g);
  }

  // Undirected edge counting:

  template <typename Graph>
  inline
  typename enable_if<typename Graph::EdgeNumTag, int>::type
  _countUndirEdges(const Graph &g) {
    return g.undirEdgeNum();
  }

  template <typename Graph>
  inline int _countUndirEdges(Wrap<Graph> w) {
    return countItems<Graph, typename Graph::UndirEdgeIt>(w.value);
  }

  /// \brief Function to count the edges in the graph.
  ///
  /// This function counts the edges in the graph.
  /// The complexity of the function is O(e) but for some
  /// graph structure it is specialized to run in O(1).

  template <typename Graph>
  inline int countUndirEdges(const Graph& g) {
    return _countUndirEdges<Graph>(g);
  }



  template <typename Graph, typename DegIt>
  inline int countNodeDegree(const Graph& _g, const typename Graph::Node& _n) {
    int num = 0;
    for (DegIt it(_g, _n); it != INVALID; ++it) {
      ++num;
    }
    return num;
  }

  /// Finds an edge between two nodes of a graph.

  /// Finds an edge from node \c u to node \c v in graph \c g.
  ///
  /// If \c prev is \ref INVALID (this is the default value), then
  /// it finds the first edge from \c u to \c v. Otherwise it looks for
  /// the next edge from \c u to \c v after \c prev.
  /// \return The found edge or \ref INVALID if there is no such an edge.
  ///
  /// Thus you can iterate through each edge from \c u to \c v as it follows.
  /// \code
  /// for(Edge e=findEdge(g,u,v);e!=INVALID;e=findEdge(g,u,v,e)) {
  ///   ...
  /// }
  /// \endcode
  /// \todo We may want to use the \ref concept::GraphBase "GraphBase"
  /// interface here...
  /// \bug Untested ...
  template <typename Graph>
  typename Graph::Edge findEdge(const Graph &g,
                                typename Graph::Node u, typename Graph::Node v,
                                typename Graph::Edge prev = INVALID) 
  {
    typename Graph::OutEdgeIt e(g,prev);
    //    if(prev==INVALID) g.first(e,u);
    if(prev==INVALID) e=typename Graph::OutEdgeIt(g,u);
    else ++e;
    while(e!=INVALID && g.target(e)!=v) ++e;
    return e;
  }
  
  ///\e

  ///\todo Please document.
  ///
  template <typename Graph>
  inline int countOutEdges(const Graph& _g,  const typename Graph::Node& _n) {
    return countNodeDegree<Graph, typename Graph::OutEdgeIt>(_g, _n);
  }

  ///\e

  ///\todo Please document.
  ///
  template <typename Graph>
  inline int countInEdges(const Graph& _g,  const typename Graph::Node& _n) {
    return countNodeDegree<Graph, typename Graph::InEdgeIt>(_g, _n);
  }

  // graph copy

  template <
    typename DestinationGraph, 
    typename SourceGraph, 
    typename NodeBijection>
  void copyNodes(DestinationGraph& _d, const SourceGraph& _s, 
                 NodeBijection& _nb) {    
    for (typename SourceGraph::NodeIt it(_s); it != INVALID; ++it) {
      _nb[it] = _d.addNode();
    }
  }

  template <
    typename DestinationGraph, 
    typename SourceGraph, 
    typename NodeBijection,
    typename EdgeBijection>
  void copyEdges(DestinationGraph& _d, const SourceGraph& _s,
                 const NodeBijection& _nb, EdgeBijection& _eb) {    
    for (typename SourceGraph::EdgeIt it(_s); it != INVALID; ++it) {
      _eb[it] = _d.addEdge(_nb[_s.source(it)], _nb[_s.target(it)]);
    }
  }

  template <
    typename DestinationGraph, 
    typename SourceGraph, 
    typename NodeBijection,
    typename EdgeBijection>
  void copyGraph(DestinationGraph& _d, const SourceGraph& _s, 
                 NodeBijection& _nb, EdgeBijection& _eb) {
    nodeCopy(_d, _s, _nb);
    edgeCopy(_d, _s, _nb, _eb);
  }
 
  template <
    typename _DestinationGraph, 
    typename _SourceGraph, 
    typename _NodeBijection 
    =typename _SourceGraph::template NodeMap<typename _DestinationGraph::Node>,
    typename _EdgeBijection 
    = typename _SourceGraph::template EdgeMap<typename _DestinationGraph::Edge>
  >
  class GraphCopy {
  public:
    
    typedef _DestinationGraph DestinationGraph;
    typedef _SourceGraph SourceGraph;

    typedef _NodeBijection NodeBijection;
    typedef _EdgeBijection EdgeBijection;
    
  protected:          
    
    NodeBijection node_bijection;
    EdgeBijection edge_bijection;     

  public:
     
    GraphCopy(DestinationGraph& _d, const SourceGraph& _s) {
      copyGraph(_d, _s, node_bijection, edge_bijection);
    }
    
    const NodeBijection& getNodeBijection() const {
      return node_bijection;
    }

    const EdgeBijection& getEdgeBijection() const {
      return edge_bijection;
    }
     
  };


  template <typename _Graph, typename _Item>
  class ItemSetTraits {};
  
  template <typename _Graph>
  class ItemSetTraits<_Graph, typename _Graph::Node> {
  public:
    
    typedef _Graph Graph;

    typedef typename Graph::Node Item;
    typedef typename Graph::NodeIt ItemIt;

    template <typename _Value>
    class Map : public Graph::template NodeMap<_Value> {
    public:
      typedef typename Graph::template NodeMap<_Value> Parent; 
      typedef typename Parent::Value Value;

      Map(const Graph& _graph) : Parent(_graph) {}
      Map(const Graph& _graph, const Value& _value) 
        : Parent(_graph, _value) {}
    };

  };

  template <typename _Graph>
  class ItemSetTraits<_Graph, typename _Graph::Edge> {
  public:
    
    typedef _Graph Graph;

    typedef typename Graph::Edge Item;
    typedef typename Graph::EdgeIt ItemIt;

    template <typename _Value>
    class Map : public Graph::template EdgeMap<_Value> {
    public:
      typedef typename Graph::template EdgeMap<_Value> Parent; 
      typedef typename Parent::Value Value;

      Map(const Graph& _graph) : Parent(_graph) {}
      Map(const Graph& _graph, const Value& _value) 
        : Parent(_graph, _value) {}
    };

  };

  template <typename _Graph>
  class ItemSetTraits<_Graph, typename _Graph::UndirEdge> {
  public:
    
    typedef _Graph Graph;

    typedef typename Graph::UndirEdge Item;
    typedef typename Graph::UndirEdgeIt ItemIt;

    template <typename _Value>
    class Map : public Graph::template UndirEdgeMap<_Value> {
    public:
      typedef typename Graph::template UndirEdgeMap<_Value> Parent; 
      typedef typename Parent::Value Value;

      Map(const Graph& _graph) : Parent(_graph) {}
      Map(const Graph& _graph, const Value& _value) 
        : Parent(_graph, _value) {}
    };

  };

  /// @}

  /// \addtogroup graph_maps
  /// @{

  template <typename Map, typename Enable = void>
  struct ReferenceMapTraits {
    typedef typename Map::Value Value;
    typedef typename Map::Value& Reference;
    typedef const typename Map::Value& ConstReference;
    typedef typename Map::Value* Pointer;
    typedef const typename Map::Value* ConstPointer;
  };

  template <typename Map>
  struct ReferenceMapTraits<
    Map, 
    typename enable_if<typename Map::FullTypeTag, void>::type
  > {
    typedef typename Map::Value Value;
    typedef typename Map::Reference Reference;
    typedef typename Map::ConstReference ConstReference;
    typedef typename Map::Pointer Pointer;
    typedef typename Map::ConstPointer ConstPointer;
  };

  /// Provides an immutable and unique id for each item in the graph.

  /// The IdMap class provides an unique and immutable mapping for each item
  /// in the graph.
  ///
  template <typename _Graph, typename _Item>
  class IdMap {
  public:
    typedef _Graph Graph;
    typedef int Value;
    typedef _Item Item;
    typedef _Item Key;

    typedef True NeedCopy;

    /// \brief Constructor.
    ///
    /// Constructor for creating id map.
    IdMap(const Graph& _graph) : graph(&_graph) {}

    /// \brief Gives back the \e id of the item.
    ///
    /// Gives back the immutable and unique \e id of the map.
    int operator[](const Item& item) const { return graph->id(item);}


  private:
    const Graph* graph;

  public:

    /// \brief The class represents the inverse of the map.
    ///
    /// The class represents the inverse of the map.
    /// \see inverse()
    class InverseMap {
    public:

      typedef True NeedCopy;

      /// \brief Constructor.
      ///
      /// Constructor for creating an id-to-item map.
      InverseMap(const Graph& _graph) : graph(&_graph) {}

      /// \brief Constructor.
      ///
      /// Constructor for creating an id-to-item map.
      InverseMap(const IdMap& idMap) : graph(idMap.graph) {}

      /// \brief Gives back the given item from its id.
      ///
      /// Gives back the given item from its id.
      /// 
      Item operator[](int id) const { return graph->fromId(id, Item());}
    private:
      const Graph* graph;
    };

    /// \brief Gives back the inverse of the map.
    ///
    /// Gives back the inverse of the map.
    InverseMap inverse() const { return InverseMap(*graph);} 

  };

  
  /// \brief General inversable graph-map type.

  /// This type provides simple inversable map functions. 
  /// The InversableMap wraps an arbitrary ReadWriteMap 
  /// and if a key is setted to a new value then store it
  /// in the inverse map.
  /// \param _Graph The graph type.
  /// \param _Map The map to extend with inversable functionality. 
  template <
    typename _Graph,
    typename _Item, 
    typename _Value,
    typename _Map 
    = typename ItemSetTraits<_Graph, _Item>::template Map<_Value>::Parent 
  >
  class InvertableMap : protected _Map {

  public:
 
    typedef _Map Map;
    typedef _Graph Graph;

    /// The key type of InvertableMap (Node, Edge, UndirEdge).
    typedef typename _Map::Key Key;
    /// The value type of the InvertableMap.
    typedef typename _Map::Value Value;

    /// \brief Constructor.
    ///
    /// Construct a new InvertableMap for the graph.
    ///
    InvertableMap(const Graph& graph) : Map(graph) {} 
    
    /// \brief The setter function of the map.
    ///
    /// Sets the mapped value.
    void set(const Key& key, const Value& val) {
      Value oldval = Map::operator[](key);
      typename Container::iterator it = invMap.find(oldval);
      if (it != invMap.end() && it->second == key) {
        invMap.erase(it);
      }      
      invMap.insert(make_pair(val, key));
      Map::set(key, val);
    }

    /// \brief The getter function of the map.
    ///
    /// It gives back the value associated with the key.
    const Value operator[](const Key& key) const {
      return Map::operator[](key);
    }

    /// \brief Add a new key to the map.
    ///
    /// Add a new key to the map. It is called by the
    /// \c AlterationNotifier.
    virtual void add(const Key& key) {
      Map::add(key);
    }

    /// \brief Erase the key from the map.
    ///
    /// Erase the key to the map. It is called by the
    /// \c AlterationNotifier.
    virtual void erase(const Key& key) {
      Value val = Map::operator[](key);
      typename Container::iterator it = invMap.find(val);
      if (it != invMap.end() && it->second == key) {
        invMap.erase(it);
      }
      Map::erase(key);
    }

    /// \brief Clear the keys from the map and inverse map.
    ///
    /// Clear the keys from the map and inverse map. It is called by the
    /// \c AlterationNotifier.
    virtual void clear() {
      invMap.clear();
      Map::clear();
    }

  private:
    
    typedef std::map<Value, Key> Container;
    Container invMap;    

  public:

    /// \brief The inverse map type.
    ///
    /// The inverse of this map. The subscript operator of the map
    /// gives back always the item what was last assigned to the value. 
    class InverseMap {
    public:
      /// \brief Constructor of the InverseMap.
      ///
      /// Constructor of the InverseMap.
      InverseMap(const InvertableMap& _inverted) : inverted(_inverted) {}

      /// The value type of the InverseMap.
      typedef typename InvertableMap::Key Value;
      /// The key type of the InverseMap.
      typedef typename InvertableMap::Value Key; 

      /// \brief Subscript operator. 
      ///
      /// Subscript operator. It gives back always the item 
      /// what was last assigned to the value.
      Value operator[](const Key& key) const {
        typename Container::const_iterator it = inverted.invMap.find(key);
        return it->second;
      }
      
    private:
      const InvertableMap& inverted;
    };

    /// \brief It gives back the just readeable inverse map.
    ///
    /// It gives back the just readeable inverse map.
    InverseMap inverse() const {
      return InverseMap(*this);
    } 


    
  };

  /// \brief Provides a mutable, continuous and unique descriptor for each 
  /// item in the graph.
  ///
  /// The DescriptorMap class provides a mutable, continuous and immutable
  /// mapping for each item in the graph. The value for an item may mutated
  /// on each operation when the an item erased or added to graph.
  ///
  /// \param _Graph The graph class the \c DescriptorMap belongs to.
  /// \param _Item The Item is the Key of the Map. It may be Node, Edge or 
  /// UndirEdge.
  /// \param _Map A ReadWriteMap mapping from the item type to integer.
  template <
    typename _Graph,   
    typename _Item,
    typename _Map 
    = typename ItemSetTraits<_Graph, _Item>::template Map<int>::Parent
  >
  class DescriptorMap : protected _Map {

    typedef _Item Item;
    typedef _Map Map;

  public:
    /// The graph class of DescriptorMap.
    typedef _Graph Graph;

    /// The key type of DescriptorMap (Node, Edge, UndirEdge).
    typedef typename _Map::Key Key;
    /// The value type of DescriptorMap.
    typedef typename _Map::Value Value;

    /// \brief Constructor.
    ///
    /// Constructor for descriptor map.
    DescriptorMap(const Graph& _graph) : Map(_graph) {
      build();
    }

    /// \brief Add a new key to the map.
    ///
    /// Add a new key to the map. It is called by the
    /// \c AlterationNotifier.
    virtual void add(const Item& item) {
      Map::add(item);
      Map::set(item, invMap.size());
      invMap.push_back(item);
    }

    /// \brief Erase the key from the map.
    ///
    /// Erase the key to the map. It is called by the
    /// \c AlterationNotifier.
    virtual void erase(const Item& item) {
      Map::set(invMap.back(), Map::operator[](item));
      invMap[Map::operator[](item)] = invMap.back();
      invMap.pop_back();
      Map::erase(item);
    }

    /// \brief Build the unique map.
    ///
    /// Build the unique map. It is called by the
    /// \c AlterationNotifier.
    virtual void build() {
      Map::build();
      Item it;
      const typename Map::Graph* graph = Map::getGraph(); 
      for (graph->first(it); it != INVALID; graph->next(it)) {
        Map::set(it, invMap.size());
        invMap.push_back(it);   
      }      
    }
    
    /// \brief Clear the keys from the map.
    ///
    /// Clear the keys from the map. It is called by the
    /// \c AlterationNotifier.
    virtual void clear() {
      invMap.clear();
      Map::clear();
    }

    /// \brief Gives back the \e descriptor of the item.
    ///
    /// Gives back the mutable and unique \e descriptor of the map.
    int operator[](const Item& item) const {
      return Map::operator[](item);
    }
    
  private:

    typedef std::vector<Item> Container;
    Container invMap;

  public:
    /// \brief The inverse map type.
    ///
    /// The inverse map type.
    class InverseMap {
    public:
      /// \brief Constructor of the InverseMap.
      ///
      /// Constructor of the InverseMap.
      InverseMap(const DescriptorMap& _inverted) 
        : inverted(_inverted) {}


      /// The value type of the InverseMap.
      typedef typename DescriptorMap::Key Value;
      /// The key type of the InverseMap.
      typedef typename DescriptorMap::Value Key; 

      /// \brief Subscript operator. 
      ///
      /// Subscript operator. It gives back the item 
      /// that the descriptor belongs to currently.
      Value operator[](const Key& key) const {
        return inverted.invMap[key];
      }
      
    private:
      const DescriptorMap& inverted;
    };

    /// \brief Gives back the inverse of the map.
    ///
    /// Gives back the inverse of the map.
    const InverseMap inverse() const {
      return InverseMap(*this);
    }
  };

  /// \brief Returns the source of the given edge.
  ///
  /// The SourceMap gives back the source Node of the given edge. 
  /// \author Balazs Dezso
  template <typename Graph>
  class SourceMap {
  public:

    typedef True NeedCopy;

    typedef typename Graph::Node Value;
    typedef typename Graph::Edge Key;

    /// \brief Constructor
    ///
    /// Constructor
    /// \param _graph The graph that the map belongs to.
    SourceMap(const Graph& _graph) : graph(_graph) {}

    /// \brief The subscript operator.
    ///
    /// The subscript operator.
    /// \param edge The edge 
    /// \return The source of the edge 
    Value operator[](const Key& edge) {
      return graph.source(edge);
    }

  private:
    const Graph& graph;
  };

  /// \brief Returns a \ref SourceMap class
  ///
  /// This function just returns an \ref SourceMap class.
  /// \relates SourceMap
  template <typename Graph>
  inline SourceMap<Graph> sourceMap(const Graph& graph) {
    return SourceMap<Graph>(graph);
  } 

  /// \brief Returns the target of the given edge.
  ///
  /// The TargetMap gives back the target Node of the given edge. 
  /// \author Balazs Dezso
  template <typename Graph>
  class TargetMap {
  public:

    typedef True NeedCopy;

    typedef typename Graph::Node Value;
    typedef typename Graph::Edge Key;

    /// \brief Constructor
    ///
    /// Constructor
    /// \param _graph The graph that the map belongs to.
    TargetMap(const Graph& _graph) : graph(_graph) {}

    /// \brief The subscript operator.
    ///
    /// The subscript operator.
    /// \param edge The edge 
    /// \return The target of the edge 
    Value operator[](const Key& key) {
      return graph.target(key);
    }

  private:
    const Graph& graph;
  };

  /// \brief Returns a \ref TargetMap class

  /// This function just returns an \ref TargetMap class.
  /// \relates TargetMap
  template <typename Graph>
  inline TargetMap<Graph> targetMap(const Graph& graph) {
    return TargetMap<Graph>(graph);
  }

  /// \brief Returns the "forward" directed edge view of undirected edge.
  ///
  /// Returns the "forward" directed edge view of undirected edge.
  /// \author Balazs Dezso
  template <typename Graph>
  class ForwardMap {
  public:

    typedef True NeedCopy;

    typedef typename Graph::Edge Value;
    typedef typename Graph::UndirEdge Key;

    /// \brief Constructor
    ///
    /// Constructor
    /// \param _graph The graph that the map belongs to.
    ForwardMap(const Graph& _graph) : graph(_graph) {}

    /// \brief The subscript operator.
    ///
    /// The subscript operator.
    /// \param key An undirected edge 
    /// \return The "forward" directed edge view of undirected edge 
    Value operator[](const Key& key) const {
      return graph.edgeWithSource(key, graph.source(key));
    }

  private:
    const Graph& graph;
  };

  /// \brief Returns a \ref ForwardMap class

  /// This function just returns an \ref ForwardMap class.
  /// \relates ForwardMap
  template <typename Graph>
  inline ForwardMap<Graph> forwardMap(const Graph& graph) {
    return ForwardMap<Graph>(graph);
  }

  /// \brief Returns the "backward" directed edge view of undirected edge.
  ///
  /// Returns the "backward" directed edge view of undirected edge.
  /// \author Balazs Dezso
  template <typename Graph>
  class BackwardMap {
  public:
    typedef True NeedCopy;

    typedef typename Graph::Edge Value;
    typedef typename Graph::UndirEdge Key;

    /// \brief Constructor
    ///
    /// Constructor
    /// \param _graph The graph that the map belongs to.
    BackwardMap(const Graph& _graph) : graph(_graph) {}

    /// \brief The subscript operator.
    ///
    /// The subscript operator.
    /// \param key An undirected edge 
    /// \return The "backward" directed edge view of undirected edge 
    Value operator[](const Key& key) const {
      return graph.edgeWithSource(key, graph.target(key));
    }

  private:
    const Graph& graph;
  };

  /// \brief Returns a \ref BackwardMap class

  /// This function just returns an \ref BackwardMap class.
  /// \relates BackwardMap
  template <typename Graph>
  inline BackwardMap<Graph> backwardMap(const Graph& graph) {
    return BackwardMap<Graph>(graph);
  }



  /* ***************************************************************** */

  /// Provides O(1) time node-degree queries.

  ///\todo Undocumented
  ///
  template <typename _Graph>
  class InDegMap  :
    protected _Graph::template AlterationNotifier<typename _Graph::Node>::
    ObserverBase,
    protected _Graph::template AlterationNotifier<typename _Graph::Edge>::
    ObserverBase
  {
    typename _Graph::template NodeMap<int> deg;
    const _Graph* graph;
  public:
    typedef int Value;
    typedef typename _Graph::Node Key;

    /// \brief Constructor.
    ///
    /// Constructor for creating in-degree map.
    InDegMap(const _Graph& _graph) : graph(_graph), deg(graph,0)
    {
      typename _Graph::template AlterationNotifier<typename _Graph::Node>
        ::ObserverBase::attach(graph->getNotifier(typename _Graph::Node()));
      typename _Graph::template AlterationNotifier<typename _Graph::Edge>
        ::ObserverBase::attach(graph->getNotifier(typename _Graph::Edge()));

      for(typename _Graph::NodeIt n(graph);n!=INVALID;++n)
        for(typename _Graph::InEdgeIt e(graph,n);e!=INVALID;++e)
          deg[e]++;
    }

    ~InDegMap() 
    {
      typename _Graph::template AlterationNotifier<typename _Graph::Node>::
        ObserverBase::detach();
      typename _Graph::template AlterationNotifier<typename _Graph::Edge>::
        ObserverBase::detach();
    }
    
    /// Gives back the in degree of a Node.
    int operator[](const Key& k) const { return deg[k];}

  protected:
    virtual void add(const typename _Graph::Node& n) {
      ///\bug Which 'add' comes before to other?
      deg[n]=0;
    }
    virtual void erase(const typename _Graph::Node&) 
    {
    }
    virtual void add(const typename _Graph::Edge& e) {
      deg[graph.target(e)]++;
    }
    virtual void erase(const typename _Graph::Edge& e) {
      deg[graph.target(e)]--;
    }


  };




  /// @}

} //END OF NAMESPACE LEMON

#endif