lemon/core.h
author Peter Kovacs <kpeter@inf.elte.hu>
Tue, 24 Mar 2009 00:18:25 +0100
changeset 604 8c3112a66878
parent 440 88ed40ad0d4f
parent 491 39aaeea2d471
child 559 c5fd2d996909
permissions -rw-r--r--
Use XTI implementation instead of ATI in NetworkSimplex (#234)

XTI (eXtended Threaded Index) is an imporved version of the widely
known ATI (Augmented Threaded Index) method for storing and updating
the spanning tree structure in Network Simplex algorithms.

In the ATI data structure three indices are stored for each node:
predecessor, thread and depth. In the XTI data structure depth is
replaced by the number of successors and the last successor
(according to the thread index).
     1 /* -*- mode: C++; indent-tabs-mode: nil; -*-
     2  *
     3  * This file is a part of LEMON, a generic C++ optimization library.
     4  *
     5  * Copyright (C) 2003-2009
     6  * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
     7  * (Egervary Research Group on Combinatorial Optimization, EGRES).
     8  *
     9  * Permission to use, modify and distribute this software is granted
    10  * provided that this copyright notice appears in all copies. For
    11  * precise terms see the accompanying LICENSE file.
    12  *
    13  * This software is provided "AS IS" with no warranty of any kind,
    14  * express or implied, and with no claim as to its suitability for any
    15  * purpose.
    16  *
    17  */
    18 
    19 #ifndef LEMON_CORE_H
    20 #define LEMON_CORE_H
    21 
    22 #include <vector>
    23 #include <algorithm>
    24 
    25 #include <lemon/core.h>
    26 #include <lemon/bits/enable_if.h>
    27 #include <lemon/bits/traits.h>
    28 #include <lemon/assert.h>
    29 
    30 ///\file
    31 ///\brief LEMON core utilities.
    32 ///
    33 ///This header file contains core utilities for LEMON.
    34 ///It is automatically included by all graph types, therefore it usually
    35 ///do not have to be included directly.
    36 
    37 namespace lemon {
    38 
    39   /// \brief Dummy type to make it easier to create invalid iterators.
    40   ///
    41   /// Dummy type to make it easier to create invalid iterators.
    42   /// See \ref INVALID for the usage.
    43   struct Invalid {
    44   public:
    45     bool operator==(Invalid) { return true;  }
    46     bool operator!=(Invalid) { return false; }
    47     bool operator< (Invalid) { return false; }
    48   };
    49 
    50   /// \brief Invalid iterators.
    51   ///
    52   /// \ref Invalid is a global type that converts to each iterator
    53   /// in such a way that the value of the target iterator will be invalid.
    54 #ifdef LEMON_ONLY_TEMPLATES
    55   const Invalid INVALID = Invalid();
    56 #else
    57   extern const Invalid INVALID;
    58 #endif
    59 
    60   /// \addtogroup gutils
    61   /// @{
    62 
    63   ///Create convenience typedefs for the digraph types and iterators
    64 
    65   ///This \c \#define creates convenient type definitions for the following
    66   ///types of \c Digraph: \c Node,  \c NodeIt, \c Arc, \c ArcIt, \c InArcIt,
    67   ///\c OutArcIt, \c BoolNodeMap, \c IntNodeMap, \c DoubleNodeMap,
    68   ///\c BoolArcMap, \c IntArcMap, \c DoubleArcMap.
    69   ///
    70   ///\note If the graph type is a dependent type, ie. the graph type depend
    71   ///on a template parameter, then use \c TEMPLATE_DIGRAPH_TYPEDEFS()
    72   ///macro.
    73 #define DIGRAPH_TYPEDEFS(Digraph)                                       \
    74   typedef Digraph::Node Node;                                           \
    75   typedef Digraph::NodeIt NodeIt;                                       \
    76   typedef Digraph::Arc Arc;                                             \
    77   typedef Digraph::ArcIt ArcIt;                                         \
    78   typedef Digraph::InArcIt InArcIt;                                     \
    79   typedef Digraph::OutArcIt OutArcIt;                                   \
    80   typedef Digraph::NodeMap<bool> BoolNodeMap;                           \
    81   typedef Digraph::NodeMap<int> IntNodeMap;                             \
    82   typedef Digraph::NodeMap<double> DoubleNodeMap;                       \
    83   typedef Digraph::ArcMap<bool> BoolArcMap;                             \
    84   typedef Digraph::ArcMap<int> IntArcMap;                               \
    85   typedef Digraph::ArcMap<double> DoubleArcMap
    86 
    87   ///Create convenience typedefs for the digraph types and iterators
    88 
    89   ///\see DIGRAPH_TYPEDEFS
    90   ///
    91   ///\note Use this macro, if the graph type is a dependent type,
    92   ///ie. the graph type depend on a template parameter.
    93 #define TEMPLATE_DIGRAPH_TYPEDEFS(Digraph)                              \
    94   typedef typename Digraph::Node Node;                                  \
    95   typedef typename Digraph::NodeIt NodeIt;                              \
    96   typedef typename Digraph::Arc Arc;                                    \
    97   typedef typename Digraph::ArcIt ArcIt;                                \
    98   typedef typename Digraph::InArcIt InArcIt;                            \
    99   typedef typename Digraph::OutArcIt OutArcIt;                          \
   100   typedef typename Digraph::template NodeMap<bool> BoolNodeMap;         \
   101   typedef typename Digraph::template NodeMap<int> IntNodeMap;           \
   102   typedef typename Digraph::template NodeMap<double> DoubleNodeMap;     \
   103   typedef typename Digraph::template ArcMap<bool> BoolArcMap;           \
   104   typedef typename Digraph::template ArcMap<int> IntArcMap;             \
   105   typedef typename Digraph::template ArcMap<double> DoubleArcMap
   106 
   107   ///Create convenience typedefs for the graph types and iterators
   108 
   109   ///This \c \#define creates the same convenient type definitions as defined
   110   ///by \ref DIGRAPH_TYPEDEFS(Graph) and six more, namely it creates
   111   ///\c Edge, \c EdgeIt, \c IncEdgeIt, \c BoolEdgeMap, \c IntEdgeMap,
   112   ///\c DoubleEdgeMap.
   113   ///
   114   ///\note If the graph type is a dependent type, ie. the graph type depend
   115   ///on a template parameter, then use \c TEMPLATE_GRAPH_TYPEDEFS()
   116   ///macro.
   117 #define GRAPH_TYPEDEFS(Graph)                                           \
   118   DIGRAPH_TYPEDEFS(Graph);                                              \
   119   typedef Graph::Edge Edge;                                             \
   120   typedef Graph::EdgeIt EdgeIt;                                         \
   121   typedef Graph::IncEdgeIt IncEdgeIt;                                   \
   122   typedef Graph::EdgeMap<bool> BoolEdgeMap;                             \
   123   typedef Graph::EdgeMap<int> IntEdgeMap;                               \
   124   typedef Graph::EdgeMap<double> DoubleEdgeMap
   125 
   126   ///Create convenience typedefs for the graph types and iterators
   127 
   128   ///\see GRAPH_TYPEDEFS
   129   ///
   130   ///\note Use this macro, if the graph type is a dependent type,
   131   ///ie. the graph type depend on a template parameter.
   132 #define TEMPLATE_GRAPH_TYPEDEFS(Graph)                                  \
   133   TEMPLATE_DIGRAPH_TYPEDEFS(Graph);                                     \
   134   typedef typename Graph::Edge Edge;                                    \
   135   typedef typename Graph::EdgeIt EdgeIt;                                \
   136   typedef typename Graph::IncEdgeIt IncEdgeIt;                          \
   137   typedef typename Graph::template EdgeMap<bool> BoolEdgeMap;           \
   138   typedef typename Graph::template EdgeMap<int> IntEdgeMap;             \
   139   typedef typename Graph::template EdgeMap<double> DoubleEdgeMap
   140 
   141   /// \brief Function to count the items in a graph.
   142   ///
   143   /// This function counts the items (nodes, arcs etc.) in a graph.
   144   /// The complexity of the function is linear because
   145   /// it iterates on all of the items.
   146   template <typename Graph, typename Item>
   147   inline int countItems(const Graph& g) {
   148     typedef typename ItemSetTraits<Graph, Item>::ItemIt ItemIt;
   149     int num = 0;
   150     for (ItemIt it(g); it != INVALID; ++it) {
   151       ++num;
   152     }
   153     return num;
   154   }
   155 
   156   // Node counting:
   157 
   158   namespace _core_bits {
   159 
   160     template <typename Graph, typename Enable = void>
   161     struct CountNodesSelector {
   162       static int count(const Graph &g) {
   163         return countItems<Graph, typename Graph::Node>(g);
   164       }
   165     };
   166 
   167     template <typename Graph>
   168     struct CountNodesSelector<
   169       Graph, typename
   170       enable_if<typename Graph::NodeNumTag, void>::type>
   171     {
   172       static int count(const Graph &g) {
   173         return g.nodeNum();
   174       }
   175     };
   176   }
   177 
   178   /// \brief Function to count the nodes in the graph.
   179   ///
   180   /// This function counts the nodes in the graph.
   181   /// The complexity of the function is <em>O</em>(<em>n</em>), but for some
   182   /// graph structures it is specialized to run in <em>O</em>(1).
   183   ///
   184   /// \note If the graph contains a \c nodeNum() member function and a
   185   /// \c NodeNumTag tag then this function calls directly the member
   186   /// function to query the cardinality of the node set.
   187   template <typename Graph>
   188   inline int countNodes(const Graph& g) {
   189     return _core_bits::CountNodesSelector<Graph>::count(g);
   190   }
   191 
   192   // Arc counting:
   193 
   194   namespace _core_bits {
   195 
   196     template <typename Graph, typename Enable = void>
   197     struct CountArcsSelector {
   198       static int count(const Graph &g) {
   199         return countItems<Graph, typename Graph::Arc>(g);
   200       }
   201     };
   202 
   203     template <typename Graph>
   204     struct CountArcsSelector<
   205       Graph,
   206       typename enable_if<typename Graph::ArcNumTag, void>::type>
   207     {
   208       static int count(const Graph &g) {
   209         return g.arcNum();
   210       }
   211     };
   212   }
   213 
   214   /// \brief Function to count the arcs in the graph.
   215   ///
   216   /// This function counts the arcs in the graph.
   217   /// The complexity of the function is <em>O</em>(<em>m</em>), but for some
   218   /// graph structures it is specialized to run in <em>O</em>(1).
   219   ///
   220   /// \note If the graph contains a \c arcNum() member function and a
   221   /// \c ArcNumTag tag then this function calls directly the member
   222   /// function to query the cardinality of the arc set.
   223   template <typename Graph>
   224   inline int countArcs(const Graph& g) {
   225     return _core_bits::CountArcsSelector<Graph>::count(g);
   226   }
   227 
   228   // Edge counting:
   229 
   230   namespace _core_bits {
   231 
   232     template <typename Graph, typename Enable = void>
   233     struct CountEdgesSelector {
   234       static int count(const Graph &g) {
   235         return countItems<Graph, typename Graph::Edge>(g);
   236       }
   237     };
   238 
   239     template <typename Graph>
   240     struct CountEdgesSelector<
   241       Graph,
   242       typename enable_if<typename Graph::EdgeNumTag, void>::type>
   243     {
   244       static int count(const Graph &g) {
   245         return g.edgeNum();
   246       }
   247     };
   248   }
   249 
   250   /// \brief Function to count the edges in the graph.
   251   ///
   252   /// This function counts the edges in the graph.
   253   /// The complexity of the function is <em>O</em>(<em>m</em>), but for some
   254   /// graph structures it is specialized to run in <em>O</em>(1).
   255   ///
   256   /// \note If the graph contains a \c edgeNum() member function and a
   257   /// \c EdgeNumTag tag then this function calls directly the member
   258   /// function to query the cardinality of the edge set.
   259   template <typename Graph>
   260   inline int countEdges(const Graph& g) {
   261     return _core_bits::CountEdgesSelector<Graph>::count(g);
   262 
   263   }
   264 
   265 
   266   template <typename Graph, typename DegIt>
   267   inline int countNodeDegree(const Graph& _g, const typename Graph::Node& _n) {
   268     int num = 0;
   269     for (DegIt it(_g, _n); it != INVALID; ++it) {
   270       ++num;
   271     }
   272     return num;
   273   }
   274 
   275   /// \brief Function to count the number of the out-arcs from node \c n.
   276   ///
   277   /// This function counts the number of the out-arcs from node \c n
   278   /// in the graph \c g.
   279   template <typename Graph>
   280   inline int countOutArcs(const Graph& g,  const typename Graph::Node& n) {
   281     return countNodeDegree<Graph, typename Graph::OutArcIt>(g, n);
   282   }
   283 
   284   /// \brief Function to count the number of the in-arcs to node \c n.
   285   ///
   286   /// This function counts the number of the in-arcs to node \c n
   287   /// in the graph \c g.
   288   template <typename Graph>
   289   inline int countInArcs(const Graph& g,  const typename Graph::Node& n) {
   290     return countNodeDegree<Graph, typename Graph::InArcIt>(g, n);
   291   }
   292 
   293   /// \brief Function to count the number of the inc-edges to node \c n.
   294   ///
   295   /// This function counts the number of the inc-edges to node \c n
   296   /// in the undirected graph \c g.
   297   template <typename Graph>
   298   inline int countIncEdges(const Graph& g,  const typename Graph::Node& n) {
   299     return countNodeDegree<Graph, typename Graph::IncEdgeIt>(g, n);
   300   }
   301 
   302   namespace _core_bits {
   303 
   304     template <typename Digraph, typename Item, typename RefMap>
   305     class MapCopyBase {
   306     public:
   307       virtual void copy(const Digraph& from, const RefMap& refMap) = 0;
   308 
   309       virtual ~MapCopyBase() {}
   310     };
   311 
   312     template <typename Digraph, typename Item, typename RefMap,
   313               typename FromMap, typename ToMap>
   314     class MapCopy : public MapCopyBase<Digraph, Item, RefMap> {
   315     public:
   316 
   317       MapCopy(const FromMap& map, ToMap& tmap)
   318         : _map(map), _tmap(tmap) {}
   319 
   320       virtual void copy(const Digraph& digraph, const RefMap& refMap) {
   321         typedef typename ItemSetTraits<Digraph, Item>::ItemIt ItemIt;
   322         for (ItemIt it(digraph); it != INVALID; ++it) {
   323           _tmap.set(refMap[it], _map[it]);
   324         }
   325       }
   326 
   327     private:
   328       const FromMap& _map;
   329       ToMap& _tmap;
   330     };
   331 
   332     template <typename Digraph, typename Item, typename RefMap, typename It>
   333     class ItemCopy : public MapCopyBase<Digraph, Item, RefMap> {
   334     public:
   335 
   336       ItemCopy(const Item& item, It& it) : _item(item), _it(it) {}
   337 
   338       virtual void copy(const Digraph&, const RefMap& refMap) {
   339         _it = refMap[_item];
   340       }
   341 
   342     private:
   343       Item _item;
   344       It& _it;
   345     };
   346 
   347     template <typename Digraph, typename Item, typename RefMap, typename Ref>
   348     class RefCopy : public MapCopyBase<Digraph, Item, RefMap> {
   349     public:
   350 
   351       RefCopy(Ref& map) : _map(map) {}
   352 
   353       virtual void copy(const Digraph& digraph, const RefMap& refMap) {
   354         typedef typename ItemSetTraits<Digraph, Item>::ItemIt ItemIt;
   355         for (ItemIt it(digraph); it != INVALID; ++it) {
   356           _map.set(it, refMap[it]);
   357         }
   358       }
   359 
   360     private:
   361       Ref& _map;
   362     };
   363 
   364     template <typename Digraph, typename Item, typename RefMap,
   365               typename CrossRef>
   366     class CrossRefCopy : public MapCopyBase<Digraph, Item, RefMap> {
   367     public:
   368 
   369       CrossRefCopy(CrossRef& cmap) : _cmap(cmap) {}
   370 
   371       virtual void copy(const Digraph& digraph, const RefMap& refMap) {
   372         typedef typename ItemSetTraits<Digraph, Item>::ItemIt ItemIt;
   373         for (ItemIt it(digraph); it != INVALID; ++it) {
   374           _cmap.set(refMap[it], it);
   375         }
   376       }
   377 
   378     private:
   379       CrossRef& _cmap;
   380     };
   381 
   382     template <typename Digraph, typename Enable = void>
   383     struct DigraphCopySelector {
   384       template <typename From, typename NodeRefMap, typename ArcRefMap>
   385       static void copy(const From& from, Digraph &to,
   386                        NodeRefMap& nodeRefMap, ArcRefMap& arcRefMap) {
   387         for (typename From::NodeIt it(from); it != INVALID; ++it) {
   388           nodeRefMap[it] = to.addNode();
   389         }
   390         for (typename From::ArcIt it(from); it != INVALID; ++it) {
   391           arcRefMap[it] = to.addArc(nodeRefMap[from.source(it)],
   392                                     nodeRefMap[from.target(it)]);
   393         }
   394       }
   395     };
   396 
   397     template <typename Digraph>
   398     struct DigraphCopySelector<
   399       Digraph,
   400       typename enable_if<typename Digraph::BuildTag, void>::type>
   401     {
   402       template <typename From, typename NodeRefMap, typename ArcRefMap>
   403       static void copy(const From& from, Digraph &to,
   404                        NodeRefMap& nodeRefMap, ArcRefMap& arcRefMap) {
   405         to.build(from, nodeRefMap, arcRefMap);
   406       }
   407     };
   408 
   409     template <typename Graph, typename Enable = void>
   410     struct GraphCopySelector {
   411       template <typename From, typename NodeRefMap, typename EdgeRefMap>
   412       static void copy(const From& from, Graph &to,
   413                        NodeRefMap& nodeRefMap, EdgeRefMap& edgeRefMap) {
   414         for (typename From::NodeIt it(from); it != INVALID; ++it) {
   415           nodeRefMap[it] = to.addNode();
   416         }
   417         for (typename From::EdgeIt it(from); it != INVALID; ++it) {
   418           edgeRefMap[it] = to.addEdge(nodeRefMap[from.u(it)],
   419                                       nodeRefMap[from.v(it)]);
   420         }
   421       }
   422     };
   423 
   424     template <typename Graph>
   425     struct GraphCopySelector<
   426       Graph,
   427       typename enable_if<typename Graph::BuildTag, void>::type>
   428     {
   429       template <typename From, typename NodeRefMap, typename EdgeRefMap>
   430       static void copy(const From& from, Graph &to,
   431                        NodeRefMap& nodeRefMap, EdgeRefMap& edgeRefMap) {
   432         to.build(from, nodeRefMap, edgeRefMap);
   433       }
   434     };
   435 
   436   }
   437 
   438   /// \brief Class to copy a digraph.
   439   ///
   440   /// Class to copy a digraph to another digraph (duplicate a digraph). The
   441   /// simplest way of using it is through the \c digraphCopy() function.
   442   ///
   443   /// This class not only make a copy of a digraph, but it can create
   444   /// references and cross references between the nodes and arcs of
   445   /// the two digraphs, and it can copy maps to use with the newly created
   446   /// digraph.
   447   ///
   448   /// To make a copy from a digraph, first an instance of DigraphCopy
   449   /// should be created, then the data belongs to the digraph should
   450   /// assigned to copy. In the end, the \c run() member should be
   451   /// called.
   452   ///
   453   /// The next code copies a digraph with several data:
   454   ///\code
   455   ///  DigraphCopy<OrigGraph, NewGraph> cg(orig_graph, new_graph);
   456   ///  // Create references for the nodes
   457   ///  OrigGraph::NodeMap<NewGraph::Node> nr(orig_graph);
   458   ///  cg.nodeRef(nr);
   459   ///  // Create cross references (inverse) for the arcs
   460   ///  NewGraph::ArcMap<OrigGraph::Arc> acr(new_graph);
   461   ///  cg.arcCrossRef(acr);
   462   ///  // Copy an arc map
   463   ///  OrigGraph::ArcMap<double> oamap(orig_graph);
   464   ///  NewGraph::ArcMap<double> namap(new_graph);
   465   ///  cg.arcMap(oamap, namap);
   466   ///  // Copy a node
   467   ///  OrigGraph::Node on;
   468   ///  NewGraph::Node nn;
   469   ///  cg.node(on, nn);
   470   ///  // Execute copying
   471   ///  cg.run();
   472   ///\endcode
   473   template <typename From, typename To>
   474   class DigraphCopy {
   475   private:
   476 
   477     typedef typename From::Node Node;
   478     typedef typename From::NodeIt NodeIt;
   479     typedef typename From::Arc Arc;
   480     typedef typename From::ArcIt ArcIt;
   481 
   482     typedef typename To::Node TNode;
   483     typedef typename To::Arc TArc;
   484 
   485     typedef typename From::template NodeMap<TNode> NodeRefMap;
   486     typedef typename From::template ArcMap<TArc> ArcRefMap;
   487 
   488   public:
   489 
   490     /// \brief Constructor of DigraphCopy.
   491     ///
   492     /// Constructor of DigraphCopy for copying the content of the
   493     /// \c from digraph into the \c to digraph.
   494     DigraphCopy(const From& from, To& to)
   495       : _from(from), _to(to) {}
   496 
   497     /// \brief Destructor of DigraphCopy
   498     ///
   499     /// Destructor of DigraphCopy.
   500     ~DigraphCopy() {
   501       for (int i = 0; i < int(_node_maps.size()); ++i) {
   502         delete _node_maps[i];
   503       }
   504       for (int i = 0; i < int(_arc_maps.size()); ++i) {
   505         delete _arc_maps[i];
   506       }
   507 
   508     }
   509 
   510     /// \brief Copy the node references into the given map.
   511     ///
   512     /// This function copies the node references into the given map.
   513     /// The parameter should be a map, whose key type is the Node type of
   514     /// the source digraph, while the value type is the Node type of the
   515     /// destination digraph.
   516     template <typename NodeRef>
   517     DigraphCopy& nodeRef(NodeRef& map) {
   518       _node_maps.push_back(new _core_bits::RefCopy<From, Node,
   519                            NodeRefMap, NodeRef>(map));
   520       return *this;
   521     }
   522 
   523     /// \brief Copy the node cross references into the given map.
   524     ///
   525     /// This function copies the node cross references (reverse references)
   526     /// into the given map. The parameter should be a map, whose key type
   527     /// is the Node type of the destination digraph, while the value type is
   528     /// the Node type of the source digraph.
   529     template <typename NodeCrossRef>
   530     DigraphCopy& nodeCrossRef(NodeCrossRef& map) {
   531       _node_maps.push_back(new _core_bits::CrossRefCopy<From, Node,
   532                            NodeRefMap, NodeCrossRef>(map));
   533       return *this;
   534     }
   535 
   536     /// \brief Make a copy of the given node map.
   537     ///
   538     /// This function makes a copy of the given node map for the newly
   539     /// created digraph.
   540     /// The key type of the new map \c tmap should be the Node type of the
   541     /// destination digraph, and the key type of the original map \c map
   542     /// should be the Node type of the source digraph.
   543     template <typename FromMap, typename ToMap>
   544     DigraphCopy& nodeMap(const FromMap& map, ToMap& tmap) {
   545       _node_maps.push_back(new _core_bits::MapCopy<From, Node,
   546                            NodeRefMap, FromMap, ToMap>(map, tmap));
   547       return *this;
   548     }
   549 
   550     /// \brief Make a copy of the given node.
   551     ///
   552     /// This function makes a copy of the given node.
   553     DigraphCopy& node(const Node& node, TNode& tnode) {
   554       _node_maps.push_back(new _core_bits::ItemCopy<From, Node,
   555                            NodeRefMap, TNode>(node, tnode));
   556       return *this;
   557     }
   558 
   559     /// \brief Copy the arc references into the given map.
   560     ///
   561     /// This function copies the arc references into the given map.
   562     /// The parameter should be a map, whose key type is the Arc type of
   563     /// the source digraph, while the value type is the Arc type of the
   564     /// destination digraph.
   565     template <typename ArcRef>
   566     DigraphCopy& arcRef(ArcRef& map) {
   567       _arc_maps.push_back(new _core_bits::RefCopy<From, Arc,
   568                           ArcRefMap, ArcRef>(map));
   569       return *this;
   570     }
   571 
   572     /// \brief Copy the arc cross references into the given map.
   573     ///
   574     /// This function copies the arc cross references (reverse references)
   575     /// into the given map. The parameter should be a map, whose key type
   576     /// is the Arc type of the destination digraph, while the value type is
   577     /// the Arc type of the source digraph.
   578     template <typename ArcCrossRef>
   579     DigraphCopy& arcCrossRef(ArcCrossRef& map) {
   580       _arc_maps.push_back(new _core_bits::CrossRefCopy<From, Arc,
   581                           ArcRefMap, ArcCrossRef>(map));
   582       return *this;
   583     }
   584 
   585     /// \brief Make a copy of the given arc map.
   586     ///
   587     /// This function makes a copy of the given arc map for the newly
   588     /// created digraph.
   589     /// The key type of the new map \c tmap should be the Arc type of the
   590     /// destination digraph, and the key type of the original map \c map
   591     /// should be the Arc type of the source digraph.
   592     template <typename FromMap, typename ToMap>
   593     DigraphCopy& arcMap(const FromMap& map, ToMap& tmap) {
   594       _arc_maps.push_back(new _core_bits::MapCopy<From, Arc,
   595                           ArcRefMap, FromMap, ToMap>(map, tmap));
   596       return *this;
   597     }
   598 
   599     /// \brief Make a copy of the given arc.
   600     ///
   601     /// This function makes a copy of the given arc.
   602     DigraphCopy& arc(const Arc& arc, TArc& tarc) {
   603       _arc_maps.push_back(new _core_bits::ItemCopy<From, Arc,
   604                           ArcRefMap, TArc>(arc, tarc));
   605       return *this;
   606     }
   607 
   608     /// \brief Execute copying.
   609     ///
   610     /// This function executes the copying of the digraph along with the
   611     /// copying of the assigned data.
   612     void run() {
   613       NodeRefMap nodeRefMap(_from);
   614       ArcRefMap arcRefMap(_from);
   615       _core_bits::DigraphCopySelector<To>::
   616         copy(_from, _to, nodeRefMap, arcRefMap);
   617       for (int i = 0; i < int(_node_maps.size()); ++i) {
   618         _node_maps[i]->copy(_from, nodeRefMap);
   619       }
   620       for (int i = 0; i < int(_arc_maps.size()); ++i) {
   621         _arc_maps[i]->copy(_from, arcRefMap);
   622       }
   623     }
   624 
   625   protected:
   626 
   627     const From& _from;
   628     To& _to;
   629 
   630     std::vector<_core_bits::MapCopyBase<From, Node, NodeRefMap>* >
   631       _node_maps;
   632 
   633     std::vector<_core_bits::MapCopyBase<From, Arc, ArcRefMap>* >
   634       _arc_maps;
   635 
   636   };
   637 
   638   /// \brief Copy a digraph to another digraph.
   639   ///
   640   /// This function copies a digraph to another digraph.
   641   /// The complete usage of it is detailed in the DigraphCopy class, but
   642   /// a short example shows a basic work:
   643   ///\code
   644   /// digraphCopy(src, trg).nodeRef(nr).arcCrossRef(acr).run();
   645   ///\endcode
   646   ///
   647   /// After the copy the \c nr map will contain the mapping from the
   648   /// nodes of the \c from digraph to the nodes of the \c to digraph and
   649   /// \c acr will contain the mapping from the arcs of the \c to digraph
   650   /// to the arcs of the \c from digraph.
   651   ///
   652   /// \see DigraphCopy
   653   template <typename From, typename To>
   654   DigraphCopy<From, To> digraphCopy(const From& from, To& to) {
   655     return DigraphCopy<From, To>(from, to);
   656   }
   657 
   658   /// \brief Class to copy a graph.
   659   ///
   660   /// Class to copy a graph to another graph (duplicate a graph). The
   661   /// simplest way of using it is through the \c graphCopy() function.
   662   ///
   663   /// This class not only make a copy of a graph, but it can create
   664   /// references and cross references between the nodes, edges and arcs of
   665   /// the two graphs, and it can copy maps for using with the newly created
   666   /// graph.
   667   ///
   668   /// To make a copy from a graph, first an instance of GraphCopy
   669   /// should be created, then the data belongs to the graph should
   670   /// assigned to copy. In the end, the \c run() member should be
   671   /// called.
   672   ///
   673   /// The next code copies a graph with several data:
   674   ///\code
   675   ///  GraphCopy<OrigGraph, NewGraph> cg(orig_graph, new_graph);
   676   ///  // Create references for the nodes
   677   ///  OrigGraph::NodeMap<NewGraph::Node> nr(orig_graph);
   678   ///  cg.nodeRef(nr);
   679   ///  // Create cross references (inverse) for the edges
   680   ///  NewGraph::EdgeMap<OrigGraph::Edge> ecr(new_graph);
   681   ///  cg.edgeCrossRef(ecr);
   682   ///  // Copy an edge map
   683   ///  OrigGraph::EdgeMap<double> oemap(orig_graph);
   684   ///  NewGraph::EdgeMap<double> nemap(new_graph);
   685   ///  cg.edgeMap(oemap, nemap);
   686   ///  // Copy a node
   687   ///  OrigGraph::Node on;
   688   ///  NewGraph::Node nn;
   689   ///  cg.node(on, nn);
   690   ///  // Execute copying
   691   ///  cg.run();
   692   ///\endcode
   693   template <typename From, typename To>
   694   class GraphCopy {
   695   private:
   696 
   697     typedef typename From::Node Node;
   698     typedef typename From::NodeIt NodeIt;
   699     typedef typename From::Arc Arc;
   700     typedef typename From::ArcIt ArcIt;
   701     typedef typename From::Edge Edge;
   702     typedef typename From::EdgeIt EdgeIt;
   703 
   704     typedef typename To::Node TNode;
   705     typedef typename To::Arc TArc;
   706     typedef typename To::Edge TEdge;
   707 
   708     typedef typename From::template NodeMap<TNode> NodeRefMap;
   709     typedef typename From::template EdgeMap<TEdge> EdgeRefMap;
   710 
   711     struct ArcRefMap {
   712       ArcRefMap(const From& from, const To& to,
   713                 const EdgeRefMap& edge_ref, const NodeRefMap& node_ref)
   714         : _from(from), _to(to),
   715           _edge_ref(edge_ref), _node_ref(node_ref) {}
   716 
   717       typedef typename From::Arc Key;
   718       typedef typename To::Arc Value;
   719 
   720       Value operator[](const Key& key) const {
   721         bool forward = _from.u(key) != _from.v(key) ?
   722           _node_ref[_from.source(key)] ==
   723           _to.source(_to.direct(_edge_ref[key], true)) :
   724           _from.direction(key);
   725         return _to.direct(_edge_ref[key], forward);
   726       }
   727 
   728       const From& _from;
   729       const To& _to;
   730       const EdgeRefMap& _edge_ref;
   731       const NodeRefMap& _node_ref;
   732     };
   733 
   734   public:
   735 
   736     /// \brief Constructor of GraphCopy.
   737     ///
   738     /// Constructor of GraphCopy for copying the content of the
   739     /// \c from graph into the \c to graph.
   740     GraphCopy(const From& from, To& to)
   741       : _from(from), _to(to) {}
   742 
   743     /// \brief Destructor of GraphCopy
   744     ///
   745     /// Destructor of GraphCopy.
   746     ~GraphCopy() {
   747       for (int i = 0; i < int(_node_maps.size()); ++i) {
   748         delete _node_maps[i];
   749       }
   750       for (int i = 0; i < int(_arc_maps.size()); ++i) {
   751         delete _arc_maps[i];
   752       }
   753       for (int i = 0; i < int(_edge_maps.size()); ++i) {
   754         delete _edge_maps[i];
   755       }
   756     }
   757 
   758     /// \brief Copy the node references into the given map.
   759     ///
   760     /// This function copies the node references into the given map.
   761     /// The parameter should be a map, whose key type is the Node type of
   762     /// the source graph, while the value type is the Node type of the
   763     /// destination graph.
   764     template <typename NodeRef>
   765     GraphCopy& nodeRef(NodeRef& map) {
   766       _node_maps.push_back(new _core_bits::RefCopy<From, Node,
   767                            NodeRefMap, NodeRef>(map));
   768       return *this;
   769     }
   770 
   771     /// \brief Copy the node cross references into the given map.
   772     ///
   773     /// This function copies the node cross references (reverse references)
   774     /// into the given map. The parameter should be a map, whose key type
   775     /// is the Node type of the destination graph, while the value type is
   776     /// the Node type of the source graph.
   777     template <typename NodeCrossRef>
   778     GraphCopy& nodeCrossRef(NodeCrossRef& map) {
   779       _node_maps.push_back(new _core_bits::CrossRefCopy<From, Node,
   780                            NodeRefMap, NodeCrossRef>(map));
   781       return *this;
   782     }
   783 
   784     /// \brief Make a copy of the given node map.
   785     ///
   786     /// This function makes a copy of the given node map for the newly
   787     /// created graph.
   788     /// The key type of the new map \c tmap should be the Node type of the
   789     /// destination graph, and the key type of the original map \c map
   790     /// should be the Node type of the source graph.
   791     template <typename FromMap, typename ToMap>
   792     GraphCopy& nodeMap(const FromMap& map, ToMap& tmap) {
   793       _node_maps.push_back(new _core_bits::MapCopy<From, Node,
   794                            NodeRefMap, FromMap, ToMap>(map, tmap));
   795       return *this;
   796     }
   797 
   798     /// \brief Make a copy of the given node.
   799     ///
   800     /// This function makes a copy of the given node.
   801     GraphCopy& node(const Node& node, TNode& tnode) {
   802       _node_maps.push_back(new _core_bits::ItemCopy<From, Node,
   803                            NodeRefMap, TNode>(node, tnode));
   804       return *this;
   805     }
   806 
   807     /// \brief Copy the arc references into the given map.
   808     ///
   809     /// This function copies the arc references into the given map.
   810     /// The parameter should be a map, whose key type is the Arc type of
   811     /// the source graph, while the value type is the Arc type of the
   812     /// destination graph.
   813     template <typename ArcRef>
   814     GraphCopy& arcRef(ArcRef& map) {
   815       _arc_maps.push_back(new _core_bits::RefCopy<From, Arc,
   816                           ArcRefMap, ArcRef>(map));
   817       return *this;
   818     }
   819 
   820     /// \brief Copy the arc cross references into the given map.
   821     ///
   822     /// This function copies the arc cross references (reverse references)
   823     /// into the given map. The parameter should be a map, whose key type
   824     /// is the Arc type of the destination graph, while the value type is
   825     /// the Arc type of the source graph.
   826     template <typename ArcCrossRef>
   827     GraphCopy& arcCrossRef(ArcCrossRef& map) {
   828       _arc_maps.push_back(new _core_bits::CrossRefCopy<From, Arc,
   829                           ArcRefMap, ArcCrossRef>(map));
   830       return *this;
   831     }
   832 
   833     /// \brief Make a copy of the given arc map.
   834     ///
   835     /// This function makes a copy of the given arc map for the newly
   836     /// created graph.
   837     /// The key type of the new map \c tmap should be the Arc type of the
   838     /// destination graph, and the key type of the original map \c map
   839     /// should be the Arc type of the source graph.
   840     template <typename FromMap, typename ToMap>
   841     GraphCopy& arcMap(const FromMap& map, ToMap& tmap) {
   842       _arc_maps.push_back(new _core_bits::MapCopy<From, Arc,
   843                           ArcRefMap, FromMap, ToMap>(map, tmap));
   844       return *this;
   845     }
   846 
   847     /// \brief Make a copy of the given arc.
   848     ///
   849     /// This function makes a copy of the given arc.
   850     GraphCopy& arc(const Arc& arc, TArc& tarc) {
   851       _arc_maps.push_back(new _core_bits::ItemCopy<From, Arc,
   852                           ArcRefMap, TArc>(arc, tarc));
   853       return *this;
   854     }
   855 
   856     /// \brief Copy the edge references into the given map.
   857     ///
   858     /// This function copies the edge references into the given map.
   859     /// The parameter should be a map, whose key type is the Edge type of
   860     /// the source graph, while the value type is the Edge type of the
   861     /// destination graph.
   862     template <typename EdgeRef>
   863     GraphCopy& edgeRef(EdgeRef& map) {
   864       _edge_maps.push_back(new _core_bits::RefCopy<From, Edge,
   865                            EdgeRefMap, EdgeRef>(map));
   866       return *this;
   867     }
   868 
   869     /// \brief Copy the edge cross references into the given map.
   870     ///
   871     /// This function copies the edge cross references (reverse references)
   872     /// into the given map. The parameter should be a map, whose key type
   873     /// is the Edge type of the destination graph, while the value type is
   874     /// the Edge type of the source graph.
   875     template <typename EdgeCrossRef>
   876     GraphCopy& edgeCrossRef(EdgeCrossRef& map) {
   877       _edge_maps.push_back(new _core_bits::CrossRefCopy<From,
   878                            Edge, EdgeRefMap, EdgeCrossRef>(map));
   879       return *this;
   880     }
   881 
   882     /// \brief Make a copy of the given edge map.
   883     ///
   884     /// This function makes a copy of the given edge map for the newly
   885     /// created graph.
   886     /// The key type of the new map \c tmap should be the Edge type of the
   887     /// destination graph, and the key type of the original map \c map
   888     /// should be the Edge type of the source graph.
   889     template <typename FromMap, typename ToMap>
   890     GraphCopy& edgeMap(const FromMap& map, ToMap& tmap) {
   891       _edge_maps.push_back(new _core_bits::MapCopy<From, Edge,
   892                            EdgeRefMap, FromMap, ToMap>(map, tmap));
   893       return *this;
   894     }
   895 
   896     /// \brief Make a copy of the given edge.
   897     ///
   898     /// This function makes a copy of the given edge.
   899     GraphCopy& edge(const Edge& edge, TEdge& tedge) {
   900       _edge_maps.push_back(new _core_bits::ItemCopy<From, Edge,
   901                            EdgeRefMap, TEdge>(edge, tedge));
   902       return *this;
   903     }
   904 
   905     /// \brief Execute copying.
   906     ///
   907     /// This function executes the copying of the graph along with the
   908     /// copying of the assigned data.
   909     void run() {
   910       NodeRefMap nodeRefMap(_from);
   911       EdgeRefMap edgeRefMap(_from);
   912       ArcRefMap arcRefMap(_from, _to, edgeRefMap, nodeRefMap);
   913       _core_bits::GraphCopySelector<To>::
   914         copy(_from, _to, nodeRefMap, edgeRefMap);
   915       for (int i = 0; i < int(_node_maps.size()); ++i) {
   916         _node_maps[i]->copy(_from, nodeRefMap);
   917       }
   918       for (int i = 0; i < int(_edge_maps.size()); ++i) {
   919         _edge_maps[i]->copy(_from, edgeRefMap);
   920       }
   921       for (int i = 0; i < int(_arc_maps.size()); ++i) {
   922         _arc_maps[i]->copy(_from, arcRefMap);
   923       }
   924     }
   925 
   926   private:
   927 
   928     const From& _from;
   929     To& _to;
   930 
   931     std::vector<_core_bits::MapCopyBase<From, Node, NodeRefMap>* >
   932       _node_maps;
   933 
   934     std::vector<_core_bits::MapCopyBase<From, Arc, ArcRefMap>* >
   935       _arc_maps;
   936 
   937     std::vector<_core_bits::MapCopyBase<From, Edge, EdgeRefMap>* >
   938       _edge_maps;
   939 
   940   };
   941 
   942   /// \brief Copy a graph to another graph.
   943   ///
   944   /// This function copies a graph to another graph.
   945   /// The complete usage of it is detailed in the GraphCopy class,
   946   /// but a short example shows a basic work:
   947   ///\code
   948   /// graphCopy(src, trg).nodeRef(nr).edgeCrossRef(ecr).run();
   949   ///\endcode
   950   ///
   951   /// After the copy the \c nr map will contain the mapping from the
   952   /// nodes of the \c from graph to the nodes of the \c to graph and
   953   /// \c ecr will contain the mapping from the edges of the \c to graph
   954   /// to the edges of the \c from graph.
   955   ///
   956   /// \see GraphCopy
   957   template <typename From, typename To>
   958   GraphCopy<From, To>
   959   graphCopy(const From& from, To& to) {
   960     return GraphCopy<From, To>(from, to);
   961   }
   962 
   963   namespace _core_bits {
   964 
   965     template <typename Graph, typename Enable = void>
   966     struct FindArcSelector {
   967       typedef typename Graph::Node Node;
   968       typedef typename Graph::Arc Arc;
   969       static Arc find(const Graph &g, Node u, Node v, Arc e) {
   970         if (e == INVALID) {
   971           g.firstOut(e, u);
   972         } else {
   973           g.nextOut(e);
   974         }
   975         while (e != INVALID && g.target(e) != v) {
   976           g.nextOut(e);
   977         }
   978         return e;
   979       }
   980     };
   981 
   982     template <typename Graph>
   983     struct FindArcSelector<
   984       Graph,
   985       typename enable_if<typename Graph::FindArcTag, void>::type>
   986     {
   987       typedef typename Graph::Node Node;
   988       typedef typename Graph::Arc Arc;
   989       static Arc find(const Graph &g, Node u, Node v, Arc prev) {
   990         return g.findArc(u, v, prev);
   991       }
   992     };
   993   }
   994 
   995   /// \brief Find an arc between two nodes of a digraph.
   996   ///
   997   /// This function finds an arc from node \c u to node \c v in the
   998   /// digraph \c g.
   999   ///
  1000   /// If \c prev is \ref INVALID (this is the default value), then
  1001   /// it finds the first arc from \c u to \c v. Otherwise it looks for
  1002   /// the next arc from \c u to \c v after \c prev.
  1003   /// \return The found arc or \ref INVALID if there is no such an arc.
  1004   ///
  1005   /// Thus you can iterate through each arc from \c u to \c v as it follows.
  1006   ///\code
  1007   /// for(Arc e = findArc(g,u,v); e != INVALID; e = findArc(g,u,v,e)) {
  1008   ///   ...
  1009   /// }
  1010   ///\endcode
  1011   ///
  1012   /// \note \ref ConArcIt provides iterator interface for the same
  1013   /// functionality.
  1014   ///
  1015   ///\sa ConArcIt
  1016   ///\sa ArcLookUp, AllArcLookUp, DynArcLookUp
  1017   template <typename Graph>
  1018   inline typename Graph::Arc
  1019   findArc(const Graph &g, typename Graph::Node u, typename Graph::Node v,
  1020           typename Graph::Arc prev = INVALID) {
  1021     return _core_bits::FindArcSelector<Graph>::find(g, u, v, prev);
  1022   }
  1023 
  1024   /// \brief Iterator for iterating on parallel arcs connecting the same nodes.
  1025   ///
  1026   /// Iterator for iterating on parallel arcs connecting the same nodes. It is
  1027   /// a higher level interface for the \ref findArc() function. You can
  1028   /// use it the following way:
  1029   ///\code
  1030   /// for (ConArcIt<Graph> it(g, src, trg); it != INVALID; ++it) {
  1031   ///   ...
  1032   /// }
  1033   ///\endcode
  1034   ///
  1035   ///\sa findArc()
  1036   ///\sa ArcLookUp, AllArcLookUp, DynArcLookUp
  1037   template <typename _Graph>
  1038   class ConArcIt : public _Graph::Arc {
  1039   public:
  1040 
  1041     typedef _Graph Graph;
  1042     typedef typename Graph::Arc Parent;
  1043 
  1044     typedef typename Graph::Arc Arc;
  1045     typedef typename Graph::Node Node;
  1046 
  1047     /// \brief Constructor.
  1048     ///
  1049     /// Construct a new ConArcIt iterating on the arcs that
  1050     /// connects nodes \c u and \c v.
  1051     ConArcIt(const Graph& g, Node u, Node v) : _graph(g) {
  1052       Parent::operator=(findArc(_graph, u, v));
  1053     }
  1054 
  1055     /// \brief Constructor.
  1056     ///
  1057     /// Construct a new ConArcIt that continues the iterating from arc \c a.
  1058     ConArcIt(const Graph& g, Arc a) : Parent(a), _graph(g) {}
  1059 
  1060     /// \brief Increment operator.
  1061     ///
  1062     /// It increments the iterator and gives back the next arc.
  1063     ConArcIt& operator++() {
  1064       Parent::operator=(findArc(_graph, _graph.source(*this),
  1065                                 _graph.target(*this), *this));
  1066       return *this;
  1067     }
  1068   private:
  1069     const Graph& _graph;
  1070   };
  1071 
  1072   namespace _core_bits {
  1073 
  1074     template <typename Graph, typename Enable = void>
  1075     struct FindEdgeSelector {
  1076       typedef typename Graph::Node Node;
  1077       typedef typename Graph::Edge Edge;
  1078       static Edge find(const Graph &g, Node u, Node v, Edge e) {
  1079         bool b;
  1080         if (u != v) {
  1081           if (e == INVALID) {
  1082             g.firstInc(e, b, u);
  1083           } else {
  1084             b = g.u(e) == u;
  1085             g.nextInc(e, b);
  1086           }
  1087           while (e != INVALID && (b ? g.v(e) : g.u(e)) != v) {
  1088             g.nextInc(e, b);
  1089           }
  1090         } else {
  1091           if (e == INVALID) {
  1092             g.firstInc(e, b, u);
  1093           } else {
  1094             b = true;
  1095             g.nextInc(e, b);
  1096           }
  1097           while (e != INVALID && (!b || g.v(e) != v)) {
  1098             g.nextInc(e, b);
  1099           }
  1100         }
  1101         return e;
  1102       }
  1103     };
  1104 
  1105     template <typename Graph>
  1106     struct FindEdgeSelector<
  1107       Graph,
  1108       typename enable_if<typename Graph::FindEdgeTag, void>::type>
  1109     {
  1110       typedef typename Graph::Node Node;
  1111       typedef typename Graph::Edge Edge;
  1112       static Edge find(const Graph &g, Node u, Node v, Edge prev) {
  1113         return g.findEdge(u, v, prev);
  1114       }
  1115     };
  1116   }
  1117 
  1118   /// \brief Find an edge between two nodes of a graph.
  1119   ///
  1120   /// This function finds an edge from node \c u to node \c v in graph \c g.
  1121   /// If node \c u and node \c v is equal then each loop edge
  1122   /// will be enumerated once.
  1123   ///
  1124   /// If \c prev is \ref INVALID (this is the default value), then
  1125   /// it finds the first edge from \c u to \c v. Otherwise it looks for
  1126   /// the next edge from \c u to \c v after \c prev.
  1127   /// \return The found edge or \ref INVALID if there is no such an edge.
  1128   ///
  1129   /// Thus you can iterate through each edge between \c u and \c v
  1130   /// as it follows.
  1131   ///\code
  1132   /// for(Edge e = findEdge(g,u,v); e != INVALID; e = findEdge(g,u,v,e)) {
  1133   ///   ...
  1134   /// }
  1135   ///\endcode
  1136   ///
  1137   /// \note \ref ConEdgeIt provides iterator interface for the same
  1138   /// functionality.
  1139   ///
  1140   ///\sa ConEdgeIt
  1141   template <typename Graph>
  1142   inline typename Graph::Edge
  1143   findEdge(const Graph &g, typename Graph::Node u, typename Graph::Node v,
  1144             typename Graph::Edge p = INVALID) {
  1145     return _core_bits::FindEdgeSelector<Graph>::find(g, u, v, p);
  1146   }
  1147 
  1148   /// \brief Iterator for iterating on parallel edges connecting the same nodes.
  1149   ///
  1150   /// Iterator for iterating on parallel edges connecting the same nodes.
  1151   /// It is a higher level interface for the findEdge() function. You can
  1152   /// use it the following way:
  1153   ///\code
  1154   /// for (ConEdgeIt<Graph> it(g, u, v); it != INVALID; ++it) {
  1155   ///   ...
  1156   /// }
  1157   ///\endcode
  1158   ///
  1159   ///\sa findEdge()
  1160   template <typename _Graph>
  1161   class ConEdgeIt : public _Graph::Edge {
  1162   public:
  1163 
  1164     typedef _Graph Graph;
  1165     typedef typename Graph::Edge Parent;
  1166 
  1167     typedef typename Graph::Edge Edge;
  1168     typedef typename Graph::Node Node;
  1169 
  1170     /// \brief Constructor.
  1171     ///
  1172     /// Construct a new ConEdgeIt iterating on the edges that
  1173     /// connects nodes \c u and \c v.
  1174     ConEdgeIt(const Graph& g, Node u, Node v) : _graph(g), _u(u), _v(v) {
  1175       Parent::operator=(findEdge(_graph, _u, _v));
  1176     }
  1177 
  1178     /// \brief Constructor.
  1179     ///
  1180     /// Construct a new ConEdgeIt that continues iterating from edge \c e.
  1181     ConEdgeIt(const Graph& g, Edge e) : Parent(e), _graph(g) {}
  1182 
  1183     /// \brief Increment operator.
  1184     ///
  1185     /// It increments the iterator and gives back the next edge.
  1186     ConEdgeIt& operator++() {
  1187       Parent::operator=(findEdge(_graph, _u, _v, *this));
  1188       return *this;
  1189     }
  1190   private:
  1191     const Graph& _graph;
  1192     Node _u, _v;
  1193   };
  1194 
  1195 
  1196   ///Dynamic arc look-up between given endpoints.
  1197 
  1198   ///Using this class, you can find an arc in a digraph from a given
  1199   ///source to a given target in amortized time <em>O</em>(log<em>d</em>),
  1200   ///where <em>d</em> is the out-degree of the source node.
  1201   ///
  1202   ///It is possible to find \e all parallel arcs between two nodes with
  1203   ///the \c operator() member.
  1204   ///
  1205   ///This is a dynamic data structure. Consider to use \ref ArcLookUp or
  1206   ///\ref AllArcLookUp if your digraph is not changed so frequently.
  1207   ///
  1208   ///This class uses a self-adjusting binary search tree, the Splay tree
  1209   ///of Sleator and Tarjan to guarantee the logarithmic amortized
  1210   ///time bound for arc look-ups. This class also guarantees the
  1211   ///optimal time bound in a constant factor for any distribution of
  1212   ///queries.
  1213   ///
  1214   ///\tparam G The type of the underlying digraph.
  1215   ///
  1216   ///\sa ArcLookUp
  1217   ///\sa AllArcLookUp
  1218   template<class G>
  1219   class DynArcLookUp
  1220     : protected ItemSetTraits<G, typename G::Arc>::ItemNotifier::ObserverBase
  1221   {
  1222   public:
  1223     typedef typename ItemSetTraits<G, typename G::Arc>
  1224     ::ItemNotifier::ObserverBase Parent;
  1225 
  1226     TEMPLATE_DIGRAPH_TYPEDEFS(G);
  1227     typedef G Digraph;
  1228 
  1229   protected:
  1230 
  1231     class AutoNodeMap : public ItemSetTraits<G, Node>::template Map<Arc>::Type {
  1232     public:
  1233 
  1234       typedef typename ItemSetTraits<G, Node>::template Map<Arc>::Type Parent;
  1235 
  1236       AutoNodeMap(const G& digraph) : Parent(digraph, INVALID) {}
  1237 
  1238       virtual void add(const Node& node) {
  1239         Parent::add(node);
  1240         Parent::set(node, INVALID);
  1241       }
  1242 
  1243       virtual void add(const std::vector<Node>& nodes) {
  1244         Parent::add(nodes);
  1245         for (int i = 0; i < int(nodes.size()); ++i) {
  1246           Parent::set(nodes[i], INVALID);
  1247         }
  1248       }
  1249 
  1250       virtual void build() {
  1251         Parent::build();
  1252         Node it;
  1253         typename Parent::Notifier* nf = Parent::notifier();
  1254         for (nf->first(it); it != INVALID; nf->next(it)) {
  1255           Parent::set(it, INVALID);
  1256         }
  1257       }
  1258     };
  1259 
  1260     const Digraph &_g;
  1261     AutoNodeMap _head;
  1262     typename Digraph::template ArcMap<Arc> _parent;
  1263     typename Digraph::template ArcMap<Arc> _left;
  1264     typename Digraph::template ArcMap<Arc> _right;
  1265 
  1266     class ArcLess {
  1267       const Digraph &g;
  1268     public:
  1269       ArcLess(const Digraph &_g) : g(_g) {}
  1270       bool operator()(Arc a,Arc b) const
  1271       {
  1272         return g.target(a)<g.target(b);
  1273       }
  1274     };
  1275 
  1276   public:
  1277 
  1278     ///Constructor
  1279 
  1280     ///Constructor.
  1281     ///
  1282     ///It builds up the search database.
  1283     DynArcLookUp(const Digraph &g)
  1284       : _g(g),_head(g),_parent(g),_left(g),_right(g)
  1285     {
  1286       Parent::attach(_g.notifier(typename Digraph::Arc()));
  1287       refresh();
  1288     }
  1289 
  1290   protected:
  1291 
  1292     virtual void add(const Arc& arc) {
  1293       insert(arc);
  1294     }
  1295 
  1296     virtual void add(const std::vector<Arc>& arcs) {
  1297       for (int i = 0; i < int(arcs.size()); ++i) {
  1298         insert(arcs[i]);
  1299       }
  1300     }
  1301 
  1302     virtual void erase(const Arc& arc) {
  1303       remove(arc);
  1304     }
  1305 
  1306     virtual void erase(const std::vector<Arc>& arcs) {
  1307       for (int i = 0; i < int(arcs.size()); ++i) {
  1308         remove(arcs[i]);
  1309       }
  1310     }
  1311 
  1312     virtual void build() {
  1313       refresh();
  1314     }
  1315 
  1316     virtual void clear() {
  1317       for(NodeIt n(_g);n!=INVALID;++n) {
  1318         _head.set(n, INVALID);
  1319       }
  1320     }
  1321 
  1322     void insert(Arc arc) {
  1323       Node s = _g.source(arc);
  1324       Node t = _g.target(arc);
  1325       _left.set(arc, INVALID);
  1326       _right.set(arc, INVALID);
  1327 
  1328       Arc e = _head[s];
  1329       if (e == INVALID) {
  1330         _head.set(s, arc);
  1331         _parent.set(arc, INVALID);
  1332         return;
  1333       }
  1334       while (true) {
  1335         if (t < _g.target(e)) {
  1336           if (_left[e] == INVALID) {
  1337             _left.set(e, arc);
  1338             _parent.set(arc, e);
  1339             splay(arc);
  1340             return;
  1341           } else {
  1342             e = _left[e];
  1343           }
  1344         } else {
  1345           if (_right[e] == INVALID) {
  1346             _right.set(e, arc);
  1347             _parent.set(arc, e);
  1348             splay(arc);
  1349             return;
  1350           } else {
  1351             e = _right[e];
  1352           }
  1353         }
  1354       }
  1355     }
  1356 
  1357     void remove(Arc arc) {
  1358       if (_left[arc] == INVALID) {
  1359         if (_right[arc] != INVALID) {
  1360           _parent.set(_right[arc], _parent[arc]);
  1361         }
  1362         if (_parent[arc] != INVALID) {
  1363           if (_left[_parent[arc]] == arc) {
  1364             _left.set(_parent[arc], _right[arc]);
  1365           } else {
  1366             _right.set(_parent[arc], _right[arc]);
  1367           }
  1368         } else {
  1369           _head.set(_g.source(arc), _right[arc]);
  1370         }
  1371       } else if (_right[arc] == INVALID) {
  1372         _parent.set(_left[arc], _parent[arc]);
  1373         if (_parent[arc] != INVALID) {
  1374           if (_left[_parent[arc]] == arc) {
  1375             _left.set(_parent[arc], _left[arc]);
  1376           } else {
  1377             _right.set(_parent[arc], _left[arc]);
  1378           }
  1379         } else {
  1380           _head.set(_g.source(arc), _left[arc]);
  1381         }
  1382       } else {
  1383         Arc e = _left[arc];
  1384         if (_right[e] != INVALID) {
  1385           e = _right[e];
  1386           while (_right[e] != INVALID) {
  1387             e = _right[e];
  1388           }
  1389           Arc s = _parent[e];
  1390           _right.set(_parent[e], _left[e]);
  1391           if (_left[e] != INVALID) {
  1392             _parent.set(_left[e], _parent[e]);
  1393           }
  1394 
  1395           _left.set(e, _left[arc]);
  1396           _parent.set(_left[arc], e);
  1397           _right.set(e, _right[arc]);
  1398           _parent.set(_right[arc], e);
  1399 
  1400           _parent.set(e, _parent[arc]);
  1401           if (_parent[arc] != INVALID) {
  1402             if (_left[_parent[arc]] == arc) {
  1403               _left.set(_parent[arc], e);
  1404             } else {
  1405               _right.set(_parent[arc], e);
  1406             }
  1407           }
  1408           splay(s);
  1409         } else {
  1410           _right.set(e, _right[arc]);
  1411           _parent.set(_right[arc], e);
  1412           _parent.set(e, _parent[arc]);
  1413 
  1414           if (_parent[arc] != INVALID) {
  1415             if (_left[_parent[arc]] == arc) {
  1416               _left.set(_parent[arc], e);
  1417             } else {
  1418               _right.set(_parent[arc], e);
  1419             }
  1420           } else {
  1421             _head.set(_g.source(arc), e);
  1422           }
  1423         }
  1424       }
  1425     }
  1426 
  1427     Arc refreshRec(std::vector<Arc> &v,int a,int b)
  1428     {
  1429       int m=(a+b)/2;
  1430       Arc me=v[m];
  1431       if (a < m) {
  1432         Arc left = refreshRec(v,a,m-1);
  1433         _left.set(me, left);
  1434         _parent.set(left, me);
  1435       } else {
  1436         _left.set(me, INVALID);
  1437       }
  1438       if (m < b) {
  1439         Arc right = refreshRec(v,m+1,b);
  1440         _right.set(me, right);
  1441         _parent.set(right, me);
  1442       } else {
  1443         _right.set(me, INVALID);
  1444       }
  1445       return me;
  1446     }
  1447 
  1448     void refresh() {
  1449       for(NodeIt n(_g);n!=INVALID;++n) {
  1450         std::vector<Arc> v;
  1451         for(OutArcIt a(_g,n);a!=INVALID;++a) v.push_back(a);
  1452         if (!v.empty()) {
  1453           std::sort(v.begin(),v.end(),ArcLess(_g));
  1454           Arc head = refreshRec(v,0,v.size()-1);
  1455           _head.set(n, head);
  1456           _parent.set(head, INVALID);
  1457         }
  1458         else _head.set(n, INVALID);
  1459       }
  1460     }
  1461 
  1462     void zig(Arc v) {
  1463       Arc w = _parent[v];
  1464       _parent.set(v, _parent[w]);
  1465       _parent.set(w, v);
  1466       _left.set(w, _right[v]);
  1467       _right.set(v, w);
  1468       if (_parent[v] != INVALID) {
  1469         if (_right[_parent[v]] == w) {
  1470           _right.set(_parent[v], v);
  1471         } else {
  1472           _left.set(_parent[v], v);
  1473         }
  1474       }
  1475       if (_left[w] != INVALID){
  1476         _parent.set(_left[w], w);
  1477       }
  1478     }
  1479 
  1480     void zag(Arc v) {
  1481       Arc w = _parent[v];
  1482       _parent.set(v, _parent[w]);
  1483       _parent.set(w, v);
  1484       _right.set(w, _left[v]);
  1485       _left.set(v, w);
  1486       if (_parent[v] != INVALID){
  1487         if (_left[_parent[v]] == w) {
  1488           _left.set(_parent[v], v);
  1489         } else {
  1490           _right.set(_parent[v], v);
  1491         }
  1492       }
  1493       if (_right[w] != INVALID){
  1494         _parent.set(_right[w], w);
  1495       }
  1496     }
  1497 
  1498     void splay(Arc v) {
  1499       while (_parent[v] != INVALID) {
  1500         if (v == _left[_parent[v]]) {
  1501           if (_parent[_parent[v]] == INVALID) {
  1502             zig(v);
  1503           } else {
  1504             if (_parent[v] == _left[_parent[_parent[v]]]) {
  1505               zig(_parent[v]);
  1506               zig(v);
  1507             } else {
  1508               zig(v);
  1509               zag(v);
  1510             }
  1511           }
  1512         } else {
  1513           if (_parent[_parent[v]] == INVALID) {
  1514             zag(v);
  1515           } else {
  1516             if (_parent[v] == _left[_parent[_parent[v]]]) {
  1517               zag(v);
  1518               zig(v);
  1519             } else {
  1520               zag(_parent[v]);
  1521               zag(v);
  1522             }
  1523           }
  1524         }
  1525       }
  1526       _head[_g.source(v)] = v;
  1527     }
  1528 
  1529 
  1530   public:
  1531 
  1532     ///Find an arc between two nodes.
  1533 
  1534     ///Find an arc between two nodes.
  1535     ///\param s The source node.
  1536     ///\param t The target node.
  1537     ///\param p The previous arc between \c s and \c t. It it is INVALID or
  1538     ///not given, the operator finds the first appropriate arc.
  1539     ///\return An arc from \c s to \c t after \c p or
  1540     ///\ref INVALID if there is no more.
  1541     ///
  1542     ///For example, you can count the number of arcs from \c u to \c v in the
  1543     ///following way.
  1544     ///\code
  1545     ///DynArcLookUp<ListDigraph> ae(g);
  1546     ///...
  1547     ///int n = 0;
  1548     ///for(Arc a = ae(u,v); a != INVALID; a = ae(u,v,a)) n++;
  1549     ///\endcode
  1550     ///
  1551     ///Finding the arcs take at most <em>O</em>(log<em>d</em>)
  1552     ///amortized time, specifically, the time complexity of the lookups
  1553     ///is equal to the optimal search tree implementation for the
  1554     ///current query distribution in a constant factor.
  1555     ///
  1556     ///\note This is a dynamic data structure, therefore the data
  1557     ///structure is updated after each graph alteration. Thus although
  1558     ///this data structure is theoretically faster than \ref ArcLookUp
  1559     ///and \ref AllArcLookUp, it often provides worse performance than
  1560     ///them.
  1561     Arc operator()(Node s, Node t, Arc p = INVALID) const  {
  1562       if (p == INVALID) {
  1563         Arc a = _head[s];
  1564         if (a == INVALID) return INVALID;
  1565         Arc r = INVALID;
  1566         while (true) {
  1567           if (_g.target(a) < t) {
  1568             if (_right[a] == INVALID) {
  1569               const_cast<DynArcLookUp&>(*this).splay(a);
  1570               return r;
  1571             } else {
  1572               a = _right[a];
  1573             }
  1574           } else {
  1575             if (_g.target(a) == t) {
  1576               r = a;
  1577             }
  1578             if (_left[a] == INVALID) {
  1579               const_cast<DynArcLookUp&>(*this).splay(a);
  1580               return r;
  1581             } else {
  1582               a = _left[a];
  1583             }
  1584           }
  1585         }
  1586       } else {
  1587         Arc a = p;
  1588         if (_right[a] != INVALID) {
  1589           a = _right[a];
  1590           while (_left[a] != INVALID) {
  1591             a = _left[a];
  1592           }
  1593           const_cast<DynArcLookUp&>(*this).splay(a);
  1594         } else {
  1595           while (_parent[a] != INVALID && _right[_parent[a]] ==  a) {
  1596             a = _parent[a];
  1597           }
  1598           if (_parent[a] == INVALID) {
  1599             return INVALID;
  1600           } else {
  1601             a = _parent[a];
  1602             const_cast<DynArcLookUp&>(*this).splay(a);
  1603           }
  1604         }
  1605         if (_g.target(a) == t) return a;
  1606         else return INVALID;
  1607       }
  1608     }
  1609 
  1610   };
  1611 
  1612   ///Fast arc look-up between given endpoints.
  1613 
  1614   ///Using this class, you can find an arc in a digraph from a given
  1615   ///source to a given target in time <em>O</em>(log<em>d</em>),
  1616   ///where <em>d</em> is the out-degree of the source node.
  1617   ///
  1618   ///It is not possible to find \e all parallel arcs between two nodes.
  1619   ///Use \ref AllArcLookUp for this purpose.
  1620   ///
  1621   ///\warning This class is static, so you should call refresh() (or at
  1622   ///least refresh(Node)) to refresh this data structure whenever the
  1623   ///digraph changes. This is a time consuming (superlinearly proportional
  1624   ///(<em>O</em>(<em>m</em> log<em>m</em>)) to the number of arcs).
  1625   ///
  1626   ///\tparam G The type of the underlying digraph.
  1627   ///
  1628   ///\sa DynArcLookUp
  1629   ///\sa AllArcLookUp
  1630   template<class G>
  1631   class ArcLookUp
  1632   {
  1633   public:
  1634     TEMPLATE_DIGRAPH_TYPEDEFS(G);
  1635     typedef G Digraph;
  1636 
  1637   protected:
  1638     const Digraph &_g;
  1639     typename Digraph::template NodeMap<Arc> _head;
  1640     typename Digraph::template ArcMap<Arc> _left;
  1641     typename Digraph::template ArcMap<Arc> _right;
  1642 
  1643     class ArcLess {
  1644       const Digraph &g;
  1645     public:
  1646       ArcLess(const Digraph &_g) : g(_g) {}
  1647       bool operator()(Arc a,Arc b) const
  1648       {
  1649         return g.target(a)<g.target(b);
  1650       }
  1651     };
  1652 
  1653   public:
  1654 
  1655     ///Constructor
  1656 
  1657     ///Constructor.
  1658     ///
  1659     ///It builds up the search database, which remains valid until the digraph
  1660     ///changes.
  1661     ArcLookUp(const Digraph &g) :_g(g),_head(g),_left(g),_right(g) {refresh();}
  1662 
  1663   private:
  1664     Arc refreshRec(std::vector<Arc> &v,int a,int b)
  1665     {
  1666       int m=(a+b)/2;
  1667       Arc me=v[m];
  1668       _left[me] = a<m?refreshRec(v,a,m-1):INVALID;
  1669       _right[me] = m<b?refreshRec(v,m+1,b):INVALID;
  1670       return me;
  1671     }
  1672   public:
  1673     ///Refresh the search data structure at a node.
  1674 
  1675     ///Build up the search database of node \c n.
  1676     ///
  1677     ///It runs in time <em>O</em>(<em>d</em> log<em>d</em>), where <em>d</em>
  1678     ///is the number of the outgoing arcs of \c n.
  1679     void refresh(Node n)
  1680     {
  1681       std::vector<Arc> v;
  1682       for(OutArcIt e(_g,n);e!=INVALID;++e) v.push_back(e);
  1683       if(v.size()) {
  1684         std::sort(v.begin(),v.end(),ArcLess(_g));
  1685         _head[n]=refreshRec(v,0,v.size()-1);
  1686       }
  1687       else _head[n]=INVALID;
  1688     }
  1689     ///Refresh the full data structure.
  1690 
  1691     ///Build up the full search database. In fact, it simply calls
  1692     ///\ref refresh(Node) "refresh(n)" for each node \c n.
  1693     ///
  1694     ///It runs in time <em>O</em>(<em>m</em> log<em>D</em>), where <em>m</em> is
  1695     ///the number of the arcs in the digraph and <em>D</em> is the maximum
  1696     ///out-degree of the digraph.
  1697     void refresh()
  1698     {
  1699       for(NodeIt n(_g);n!=INVALID;++n) refresh(n);
  1700     }
  1701 
  1702     ///Find an arc between two nodes.
  1703 
  1704     ///Find an arc between two nodes in time <em>O</em>(log<em>d</em>),
  1705     ///where <em>d</em> is the number of outgoing arcs of \c s.
  1706     ///\param s The source node.
  1707     ///\param t The target node.
  1708     ///\return An arc from \c s to \c t if there exists,
  1709     ///\ref INVALID otherwise.
  1710     ///
  1711     ///\warning If you change the digraph, refresh() must be called before using
  1712     ///this operator. If you change the outgoing arcs of
  1713     ///a single node \c n, then \ref refresh(Node) "refresh(n)" is enough.
  1714     Arc operator()(Node s, Node t) const
  1715     {
  1716       Arc e;
  1717       for(e=_head[s];
  1718           e!=INVALID&&_g.target(e)!=t;
  1719           e = t < _g.target(e)?_left[e]:_right[e]) ;
  1720       return e;
  1721     }
  1722 
  1723   };
  1724 
  1725   ///Fast look-up of all arcs between given endpoints.
  1726 
  1727   ///This class is the same as \ref ArcLookUp, with the addition
  1728   ///that it makes it possible to find all parallel arcs between given
  1729   ///endpoints.
  1730   ///
  1731   ///\warning This class is static, so you should call refresh() (or at
  1732   ///least refresh(Node)) to refresh this data structure whenever the
  1733   ///digraph changes. This is a time consuming (superlinearly proportional
  1734   ///(<em>O</em>(<em>m</em> log<em>m</em>)) to the number of arcs).
  1735   ///
  1736   ///\tparam G The type of the underlying digraph.
  1737   ///
  1738   ///\sa DynArcLookUp
  1739   ///\sa ArcLookUp
  1740   template<class G>
  1741   class AllArcLookUp : public ArcLookUp<G>
  1742   {
  1743     using ArcLookUp<G>::_g;
  1744     using ArcLookUp<G>::_right;
  1745     using ArcLookUp<G>::_left;
  1746     using ArcLookUp<G>::_head;
  1747 
  1748     TEMPLATE_DIGRAPH_TYPEDEFS(G);
  1749     typedef G Digraph;
  1750 
  1751     typename Digraph::template ArcMap<Arc> _next;
  1752 
  1753     Arc refreshNext(Arc head,Arc next=INVALID)
  1754     {
  1755       if(head==INVALID) return next;
  1756       else {
  1757         next=refreshNext(_right[head],next);
  1758         _next[head]=( next!=INVALID && _g.target(next)==_g.target(head))
  1759           ? next : INVALID;
  1760         return refreshNext(_left[head],head);
  1761       }
  1762     }
  1763 
  1764     void refreshNext()
  1765     {
  1766       for(NodeIt n(_g);n!=INVALID;++n) refreshNext(_head[n]);
  1767     }
  1768 
  1769   public:
  1770     ///Constructor
  1771 
  1772     ///Constructor.
  1773     ///
  1774     ///It builds up the search database, which remains valid until the digraph
  1775     ///changes.
  1776     AllArcLookUp(const Digraph &g) : ArcLookUp<G>(g), _next(g) {refreshNext();}
  1777 
  1778     ///Refresh the data structure at a node.
  1779 
  1780     ///Build up the search database of node \c n.
  1781     ///
  1782     ///It runs in time <em>O</em>(<em>d</em> log<em>d</em>), where <em>d</em> is
  1783     ///the number of the outgoing arcs of \c n.
  1784     void refresh(Node n)
  1785     {
  1786       ArcLookUp<G>::refresh(n);
  1787       refreshNext(_head[n]);
  1788     }
  1789 
  1790     ///Refresh the full data structure.
  1791 
  1792     ///Build up the full search database. In fact, it simply calls
  1793     ///\ref refresh(Node) "refresh(n)" for each node \c n.
  1794     ///
  1795     ///It runs in time <em>O</em>(<em>m</em> log<em>D</em>), where <em>m</em> is
  1796     ///the number of the arcs in the digraph and <em>D</em> is the maximum
  1797     ///out-degree of the digraph.
  1798     void refresh()
  1799     {
  1800       for(NodeIt n(_g);n!=INVALID;++n) refresh(_head[n]);
  1801     }
  1802 
  1803     ///Find an arc between two nodes.
  1804 
  1805     ///Find an arc between two nodes.
  1806     ///\param s The source node.
  1807     ///\param t The target node.
  1808     ///\param prev The previous arc between \c s and \c t. It it is INVALID or
  1809     ///not given, the operator finds the first appropriate arc.
  1810     ///\return An arc from \c s to \c t after \c prev or
  1811     ///\ref INVALID if there is no more.
  1812     ///
  1813     ///For example, you can count the number of arcs from \c u to \c v in the
  1814     ///following way.
  1815     ///\code
  1816     ///AllArcLookUp<ListDigraph> ae(g);
  1817     ///...
  1818     ///int n = 0;
  1819     ///for(Arc a = ae(u,v); a != INVALID; a=ae(u,v,a)) n++;
  1820     ///\endcode
  1821     ///
  1822     ///Finding the first arc take <em>O</em>(log<em>d</em>) time,
  1823     ///where <em>d</em> is the number of outgoing arcs of \c s. Then the
  1824     ///consecutive arcs are found in constant time.
  1825     ///
  1826     ///\warning If you change the digraph, refresh() must be called before using
  1827     ///this operator. If you change the outgoing arcs of
  1828     ///a single node \c n, then \ref refresh(Node) "refresh(n)" is enough.
  1829     ///
  1830 #ifdef DOXYGEN
  1831     Arc operator()(Node s, Node t, Arc prev=INVALID) const {}
  1832 #else
  1833     using ArcLookUp<G>::operator() ;
  1834     Arc operator()(Node s, Node t, Arc prev) const
  1835     {
  1836       return prev==INVALID?(*this)(s,t):_next[prev];
  1837     }
  1838 #endif
  1839 
  1840   };
  1841 
  1842   /// @}
  1843 
  1844 } //namespace lemon
  1845 
  1846 #endif