lemon/core.h
author Peter Kovacs <kpeter@inf.elte.hu>
Thu, 12 Nov 2009 23:26:13 +0100
changeset 806 fa6f37d7a25b
parent 639 72ac25ad276e
child 877 141f9c0db4a3
child 959 17e36e175725
permissions -rw-r--r--
Entirely rework CapacityScaling (#180)

- Use the new interface similarly to NetworkSimplex.
- Rework the implementation using an efficient internal structure
for handling the residual network. This improvement made the
code much faster (up to 2-5 times faster on large graphs).
- Handle GEQ supply type (LEQ is not supported).
- Handle negative costs for arcs of finite capacity.
(Note that this algorithm cannot handle arcs of negative cost
and infinite upper bound, thus it returns UNBOUNDED if such
an arc exists.)
- Extend the documentation.
     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/config.h>
    26 #include <lemon/bits/enable_if.h>
    27 #include <lemon/bits/traits.h>
    28 #include <lemon/assert.h>
    29 
    30 // Disable the following warnings when compiling with MSVC:
    31 // C4250: 'class1' : inherits 'class2::member' via dominance
    32 // C4355: 'this' : used in base member initializer list
    33 // C4503: 'function' : decorated name length exceeded, name was truncated
    34 // C4800: 'type' : forcing value to bool 'true' or 'false' (performance warning)
    35 // C4996: 'function': was declared deprecated
    36 #ifdef _MSC_VER
    37 #pragma warning( disable : 4250 4355 4503 4800 4996 )
    38 #endif
    39 
    40 ///\file
    41 ///\brief LEMON core utilities.
    42 ///
    43 ///This header file contains core utilities for LEMON.
    44 ///It is automatically included by all graph types, therefore it usually
    45 ///do not have to be included directly.
    46 
    47 namespace lemon {
    48 
    49   /// \brief Dummy type to make it easier to create invalid iterators.
    50   ///
    51   /// Dummy type to make it easier to create invalid iterators.
    52   /// See \ref INVALID for the usage.
    53   struct Invalid {
    54   public:
    55     bool operator==(Invalid) { return true;  }
    56     bool operator!=(Invalid) { return false; }
    57     bool operator< (Invalid) { return false; }
    58   };
    59 
    60   /// \brief Invalid iterators.
    61   ///
    62   /// \ref Invalid is a global type that converts to each iterator
    63   /// in such a way that the value of the target iterator will be invalid.
    64 #ifdef LEMON_ONLY_TEMPLATES
    65   const Invalid INVALID = Invalid();
    66 #else
    67   extern const Invalid INVALID;
    68 #endif
    69 
    70   /// \addtogroup gutils
    71   /// @{
    72 
    73   ///Create convenience typedefs for the digraph types and iterators
    74 
    75   ///This \c \#define creates convenient type definitions for the following
    76   ///types of \c Digraph: \c Node,  \c NodeIt, \c Arc, \c ArcIt, \c InArcIt,
    77   ///\c OutArcIt, \c BoolNodeMap, \c IntNodeMap, \c DoubleNodeMap,
    78   ///\c BoolArcMap, \c IntArcMap, \c DoubleArcMap.
    79   ///
    80   ///\note If the graph type is a dependent type, ie. the graph type depend
    81   ///on a template parameter, then use \c TEMPLATE_DIGRAPH_TYPEDEFS()
    82   ///macro.
    83 #define DIGRAPH_TYPEDEFS(Digraph)                                       \
    84   typedef Digraph::Node Node;                                           \
    85   typedef Digraph::NodeIt NodeIt;                                       \
    86   typedef Digraph::Arc Arc;                                             \
    87   typedef Digraph::ArcIt ArcIt;                                         \
    88   typedef Digraph::InArcIt InArcIt;                                     \
    89   typedef Digraph::OutArcIt OutArcIt;                                   \
    90   typedef Digraph::NodeMap<bool> BoolNodeMap;                           \
    91   typedef Digraph::NodeMap<int> IntNodeMap;                             \
    92   typedef Digraph::NodeMap<double> DoubleNodeMap;                       \
    93   typedef Digraph::ArcMap<bool> BoolArcMap;                             \
    94   typedef Digraph::ArcMap<int> IntArcMap;                               \
    95   typedef Digraph::ArcMap<double> DoubleArcMap
    96 
    97   ///Create convenience typedefs for the digraph types and iterators
    98 
    99   ///\see DIGRAPH_TYPEDEFS
   100   ///
   101   ///\note Use this macro, if the graph type is a dependent type,
   102   ///ie. the graph type depend on a template parameter.
   103 #define TEMPLATE_DIGRAPH_TYPEDEFS(Digraph)                              \
   104   typedef typename Digraph::Node Node;                                  \
   105   typedef typename Digraph::NodeIt NodeIt;                              \
   106   typedef typename Digraph::Arc Arc;                                    \
   107   typedef typename Digraph::ArcIt ArcIt;                                \
   108   typedef typename Digraph::InArcIt InArcIt;                            \
   109   typedef typename Digraph::OutArcIt OutArcIt;                          \
   110   typedef typename Digraph::template NodeMap<bool> BoolNodeMap;         \
   111   typedef typename Digraph::template NodeMap<int> IntNodeMap;           \
   112   typedef typename Digraph::template NodeMap<double> DoubleNodeMap;     \
   113   typedef typename Digraph::template ArcMap<bool> BoolArcMap;           \
   114   typedef typename Digraph::template ArcMap<int> IntArcMap;             \
   115   typedef typename Digraph::template ArcMap<double> DoubleArcMap
   116 
   117   ///Create convenience typedefs for the graph types and iterators
   118 
   119   ///This \c \#define creates the same convenient type definitions as defined
   120   ///by \ref DIGRAPH_TYPEDEFS(Graph) and six more, namely it creates
   121   ///\c Edge, \c EdgeIt, \c IncEdgeIt, \c BoolEdgeMap, \c IntEdgeMap,
   122   ///\c DoubleEdgeMap.
   123   ///
   124   ///\note If the graph type is a dependent type, ie. the graph type depend
   125   ///on a template parameter, then use \c TEMPLATE_GRAPH_TYPEDEFS()
   126   ///macro.
   127 #define GRAPH_TYPEDEFS(Graph)                                           \
   128   DIGRAPH_TYPEDEFS(Graph);                                              \
   129   typedef Graph::Edge Edge;                                             \
   130   typedef Graph::EdgeIt EdgeIt;                                         \
   131   typedef Graph::IncEdgeIt IncEdgeIt;                                   \
   132   typedef Graph::EdgeMap<bool> BoolEdgeMap;                             \
   133   typedef Graph::EdgeMap<int> IntEdgeMap;                               \
   134   typedef Graph::EdgeMap<double> DoubleEdgeMap
   135 
   136   ///Create convenience typedefs for the graph types and iterators
   137 
   138   ///\see GRAPH_TYPEDEFS
   139   ///
   140   ///\note Use this macro, if the graph type is a dependent type,
   141   ///ie. the graph type depend on a template parameter.
   142 #define TEMPLATE_GRAPH_TYPEDEFS(Graph)                                  \
   143   TEMPLATE_DIGRAPH_TYPEDEFS(Graph);                                     \
   144   typedef typename Graph::Edge Edge;                                    \
   145   typedef typename Graph::EdgeIt EdgeIt;                                \
   146   typedef typename Graph::IncEdgeIt IncEdgeIt;                          \
   147   typedef typename Graph::template EdgeMap<bool> BoolEdgeMap;           \
   148   typedef typename Graph::template EdgeMap<int> IntEdgeMap;             \
   149   typedef typename Graph::template EdgeMap<double> DoubleEdgeMap
   150 
   151   /// \brief Function to count the items in a graph.
   152   ///
   153   /// This function counts the items (nodes, arcs etc.) in a graph.
   154   /// The complexity of the function is linear because
   155   /// it iterates on all of the items.
   156   template <typename Graph, typename Item>
   157   inline int countItems(const Graph& g) {
   158     typedef typename ItemSetTraits<Graph, Item>::ItemIt ItemIt;
   159     int num = 0;
   160     for (ItemIt it(g); it != INVALID; ++it) {
   161       ++num;
   162     }
   163     return num;
   164   }
   165 
   166   // Node counting:
   167 
   168   namespace _core_bits {
   169 
   170     template <typename Graph, typename Enable = void>
   171     struct CountNodesSelector {
   172       static int count(const Graph &g) {
   173         return countItems<Graph, typename Graph::Node>(g);
   174       }
   175     };
   176 
   177     template <typename Graph>
   178     struct CountNodesSelector<
   179       Graph, typename
   180       enable_if<typename Graph::NodeNumTag, void>::type>
   181     {
   182       static int count(const Graph &g) {
   183         return g.nodeNum();
   184       }
   185     };
   186   }
   187 
   188   /// \brief Function to count the nodes in the graph.
   189   ///
   190   /// This function counts the nodes in the graph.
   191   /// The complexity of the function is <em>O</em>(<em>n</em>), but for some
   192   /// graph structures it is specialized to run in <em>O</em>(1).
   193   ///
   194   /// \note If the graph contains a \c nodeNum() member function and a
   195   /// \c NodeNumTag tag then this function calls directly the member
   196   /// function to query the cardinality of the node set.
   197   template <typename Graph>
   198   inline int countNodes(const Graph& g) {
   199     return _core_bits::CountNodesSelector<Graph>::count(g);
   200   }
   201 
   202   // Arc counting:
   203 
   204   namespace _core_bits {
   205 
   206     template <typename Graph, typename Enable = void>
   207     struct CountArcsSelector {
   208       static int count(const Graph &g) {
   209         return countItems<Graph, typename Graph::Arc>(g);
   210       }
   211     };
   212 
   213     template <typename Graph>
   214     struct CountArcsSelector<
   215       Graph,
   216       typename enable_if<typename Graph::ArcNumTag, void>::type>
   217     {
   218       static int count(const Graph &g) {
   219         return g.arcNum();
   220       }
   221     };
   222   }
   223 
   224   /// \brief Function to count the arcs in the graph.
   225   ///
   226   /// This function counts the arcs in the graph.
   227   /// The complexity of the function is <em>O</em>(<em>m</em>), but for some
   228   /// graph structures it is specialized to run in <em>O</em>(1).
   229   ///
   230   /// \note If the graph contains a \c arcNum() member function and a
   231   /// \c ArcNumTag tag then this function calls directly the member
   232   /// function to query the cardinality of the arc set.
   233   template <typename Graph>
   234   inline int countArcs(const Graph& g) {
   235     return _core_bits::CountArcsSelector<Graph>::count(g);
   236   }
   237 
   238   // Edge counting:
   239 
   240   namespace _core_bits {
   241 
   242     template <typename Graph, typename Enable = void>
   243     struct CountEdgesSelector {
   244       static int count(const Graph &g) {
   245         return countItems<Graph, typename Graph::Edge>(g);
   246       }
   247     };
   248 
   249     template <typename Graph>
   250     struct CountEdgesSelector<
   251       Graph,
   252       typename enable_if<typename Graph::EdgeNumTag, void>::type>
   253     {
   254       static int count(const Graph &g) {
   255         return g.edgeNum();
   256       }
   257     };
   258   }
   259 
   260   /// \brief Function to count the edges in the graph.
   261   ///
   262   /// This function counts the edges in the graph.
   263   /// The complexity of the function is <em>O</em>(<em>m</em>), but for some
   264   /// graph structures it is specialized to run in <em>O</em>(1).
   265   ///
   266   /// \note If the graph contains a \c edgeNum() member function and a
   267   /// \c EdgeNumTag tag then this function calls directly the member
   268   /// function to query the cardinality of the edge set.
   269   template <typename Graph>
   270   inline int countEdges(const Graph& g) {
   271     return _core_bits::CountEdgesSelector<Graph>::count(g);
   272 
   273   }
   274 
   275 
   276   template <typename Graph, typename DegIt>
   277   inline int countNodeDegree(const Graph& _g, const typename Graph::Node& _n) {
   278     int num = 0;
   279     for (DegIt it(_g, _n); it != INVALID; ++it) {
   280       ++num;
   281     }
   282     return num;
   283   }
   284 
   285   /// \brief Function to count the number of the out-arcs from node \c n.
   286   ///
   287   /// This function counts the number of the out-arcs from node \c n
   288   /// in the graph \c g.
   289   template <typename Graph>
   290   inline int countOutArcs(const Graph& g,  const typename Graph::Node& n) {
   291     return countNodeDegree<Graph, typename Graph::OutArcIt>(g, n);
   292   }
   293 
   294   /// \brief Function to count the number of the in-arcs to node \c n.
   295   ///
   296   /// This function counts the number of the in-arcs to node \c n
   297   /// in the graph \c g.
   298   template <typename Graph>
   299   inline int countInArcs(const Graph& g,  const typename Graph::Node& n) {
   300     return countNodeDegree<Graph, typename Graph::InArcIt>(g, n);
   301   }
   302 
   303   /// \brief Function to count the number of the inc-edges to node \c n.
   304   ///
   305   /// This function counts the number of the inc-edges to node \c n
   306   /// in the undirected graph \c g.
   307   template <typename Graph>
   308   inline int countIncEdges(const Graph& g,  const typename Graph::Node& n) {
   309     return countNodeDegree<Graph, typename Graph::IncEdgeIt>(g, n);
   310   }
   311 
   312   namespace _core_bits {
   313 
   314     template <typename Digraph, typename Item, typename RefMap>
   315     class MapCopyBase {
   316     public:
   317       virtual void copy(const Digraph& from, const RefMap& refMap) = 0;
   318 
   319       virtual ~MapCopyBase() {}
   320     };
   321 
   322     template <typename Digraph, typename Item, typename RefMap,
   323               typename FromMap, typename ToMap>
   324     class MapCopy : public MapCopyBase<Digraph, Item, RefMap> {
   325     public:
   326 
   327       MapCopy(const FromMap& map, ToMap& tmap)
   328         : _map(map), _tmap(tmap) {}
   329 
   330       virtual void copy(const Digraph& digraph, const RefMap& refMap) {
   331         typedef typename ItemSetTraits<Digraph, Item>::ItemIt ItemIt;
   332         for (ItemIt it(digraph); it != INVALID; ++it) {
   333           _tmap.set(refMap[it], _map[it]);
   334         }
   335       }
   336 
   337     private:
   338       const FromMap& _map;
   339       ToMap& _tmap;
   340     };
   341 
   342     template <typename Digraph, typename Item, typename RefMap, typename It>
   343     class ItemCopy : public MapCopyBase<Digraph, Item, RefMap> {
   344     public:
   345 
   346       ItemCopy(const Item& item, It& it) : _item(item), _it(it) {}
   347 
   348       virtual void copy(const Digraph&, const RefMap& refMap) {
   349         _it = refMap[_item];
   350       }
   351 
   352     private:
   353       Item _item;
   354       It& _it;
   355     };
   356 
   357     template <typename Digraph, typename Item, typename RefMap, typename Ref>
   358     class RefCopy : public MapCopyBase<Digraph, Item, RefMap> {
   359     public:
   360 
   361       RefCopy(Ref& map) : _map(map) {}
   362 
   363       virtual void copy(const Digraph& digraph, const RefMap& refMap) {
   364         typedef typename ItemSetTraits<Digraph, Item>::ItemIt ItemIt;
   365         for (ItemIt it(digraph); it != INVALID; ++it) {
   366           _map.set(it, refMap[it]);
   367         }
   368       }
   369 
   370     private:
   371       Ref& _map;
   372     };
   373 
   374     template <typename Digraph, typename Item, typename RefMap,
   375               typename CrossRef>
   376     class CrossRefCopy : public MapCopyBase<Digraph, Item, RefMap> {
   377     public:
   378 
   379       CrossRefCopy(CrossRef& cmap) : _cmap(cmap) {}
   380 
   381       virtual void copy(const Digraph& digraph, const RefMap& refMap) {
   382         typedef typename ItemSetTraits<Digraph, Item>::ItemIt ItemIt;
   383         for (ItemIt it(digraph); it != INVALID; ++it) {
   384           _cmap.set(refMap[it], it);
   385         }
   386       }
   387 
   388     private:
   389       CrossRef& _cmap;
   390     };
   391 
   392     template <typename Digraph, typename Enable = void>
   393     struct DigraphCopySelector {
   394       template <typename From, typename NodeRefMap, typename ArcRefMap>
   395       static void copy(const From& from, Digraph &to,
   396                        NodeRefMap& nodeRefMap, ArcRefMap& arcRefMap) {
   397         for (typename From::NodeIt it(from); it != INVALID; ++it) {
   398           nodeRefMap[it] = to.addNode();
   399         }
   400         for (typename From::ArcIt it(from); it != INVALID; ++it) {
   401           arcRefMap[it] = to.addArc(nodeRefMap[from.source(it)],
   402                                     nodeRefMap[from.target(it)]);
   403         }
   404       }
   405     };
   406 
   407     template <typename Digraph>
   408     struct DigraphCopySelector<
   409       Digraph,
   410       typename enable_if<typename Digraph::BuildTag, void>::type>
   411     {
   412       template <typename From, typename NodeRefMap, typename ArcRefMap>
   413       static void copy(const From& from, Digraph &to,
   414                        NodeRefMap& nodeRefMap, ArcRefMap& arcRefMap) {
   415         to.build(from, nodeRefMap, arcRefMap);
   416       }
   417     };
   418 
   419     template <typename Graph, typename Enable = void>
   420     struct GraphCopySelector {
   421       template <typename From, typename NodeRefMap, typename EdgeRefMap>
   422       static void copy(const From& from, Graph &to,
   423                        NodeRefMap& nodeRefMap, EdgeRefMap& edgeRefMap) {
   424         for (typename From::NodeIt it(from); it != INVALID; ++it) {
   425           nodeRefMap[it] = to.addNode();
   426         }
   427         for (typename From::EdgeIt it(from); it != INVALID; ++it) {
   428           edgeRefMap[it] = to.addEdge(nodeRefMap[from.u(it)],
   429                                       nodeRefMap[from.v(it)]);
   430         }
   431       }
   432     };
   433 
   434     template <typename Graph>
   435     struct GraphCopySelector<
   436       Graph,
   437       typename enable_if<typename Graph::BuildTag, void>::type>
   438     {
   439       template <typename From, typename NodeRefMap, typename EdgeRefMap>
   440       static void copy(const From& from, Graph &to,
   441                        NodeRefMap& nodeRefMap, EdgeRefMap& edgeRefMap) {
   442         to.build(from, nodeRefMap, edgeRefMap);
   443       }
   444     };
   445 
   446   }
   447 
   448   /// \brief Class to copy a digraph.
   449   ///
   450   /// Class to copy a digraph to another digraph (duplicate a digraph). The
   451   /// simplest way of using it is through the \c digraphCopy() function.
   452   ///
   453   /// This class not only make a copy of a digraph, but it can create
   454   /// references and cross references between the nodes and arcs of
   455   /// the two digraphs, and it can copy maps to use with the newly created
   456   /// digraph.
   457   ///
   458   /// To make a copy from a digraph, first an instance of DigraphCopy
   459   /// should be created, then the data belongs to the digraph should
   460   /// assigned to copy. In the end, the \c run() member should be
   461   /// called.
   462   ///
   463   /// The next code copies a digraph with several data:
   464   ///\code
   465   ///  DigraphCopy<OrigGraph, NewGraph> cg(orig_graph, new_graph);
   466   ///  // Create references for the nodes
   467   ///  OrigGraph::NodeMap<NewGraph::Node> nr(orig_graph);
   468   ///  cg.nodeRef(nr);
   469   ///  // Create cross references (inverse) for the arcs
   470   ///  NewGraph::ArcMap<OrigGraph::Arc> acr(new_graph);
   471   ///  cg.arcCrossRef(acr);
   472   ///  // Copy an arc map
   473   ///  OrigGraph::ArcMap<double> oamap(orig_graph);
   474   ///  NewGraph::ArcMap<double> namap(new_graph);
   475   ///  cg.arcMap(oamap, namap);
   476   ///  // Copy a node
   477   ///  OrigGraph::Node on;
   478   ///  NewGraph::Node nn;
   479   ///  cg.node(on, nn);
   480   ///  // Execute copying
   481   ///  cg.run();
   482   ///\endcode
   483   template <typename From, typename To>
   484   class DigraphCopy {
   485   private:
   486 
   487     typedef typename From::Node Node;
   488     typedef typename From::NodeIt NodeIt;
   489     typedef typename From::Arc Arc;
   490     typedef typename From::ArcIt ArcIt;
   491 
   492     typedef typename To::Node TNode;
   493     typedef typename To::Arc TArc;
   494 
   495     typedef typename From::template NodeMap<TNode> NodeRefMap;
   496     typedef typename From::template ArcMap<TArc> ArcRefMap;
   497 
   498   public:
   499 
   500     /// \brief Constructor of DigraphCopy.
   501     ///
   502     /// Constructor of DigraphCopy for copying the content of the
   503     /// \c from digraph into the \c to digraph.
   504     DigraphCopy(const From& from, To& to)
   505       : _from(from), _to(to) {}
   506 
   507     /// \brief Destructor of DigraphCopy
   508     ///
   509     /// Destructor of DigraphCopy.
   510     ~DigraphCopy() {
   511       for (int i = 0; i < int(_node_maps.size()); ++i) {
   512         delete _node_maps[i];
   513       }
   514       for (int i = 0; i < int(_arc_maps.size()); ++i) {
   515         delete _arc_maps[i];
   516       }
   517 
   518     }
   519 
   520     /// \brief Copy the node references into the given map.
   521     ///
   522     /// This function copies the node references into the given map.
   523     /// The parameter should be a map, whose key type is the Node type of
   524     /// the source digraph, while the value type is the Node type of the
   525     /// destination digraph.
   526     template <typename NodeRef>
   527     DigraphCopy& nodeRef(NodeRef& map) {
   528       _node_maps.push_back(new _core_bits::RefCopy<From, Node,
   529                            NodeRefMap, NodeRef>(map));
   530       return *this;
   531     }
   532 
   533     /// \brief Copy the node cross references into the given map.
   534     ///
   535     /// This function copies the node cross references (reverse references)
   536     /// into the given map. The parameter should be a map, whose key type
   537     /// is the Node type of the destination digraph, while the value type is
   538     /// the Node type of the source digraph.
   539     template <typename NodeCrossRef>
   540     DigraphCopy& nodeCrossRef(NodeCrossRef& map) {
   541       _node_maps.push_back(new _core_bits::CrossRefCopy<From, Node,
   542                            NodeRefMap, NodeCrossRef>(map));
   543       return *this;
   544     }
   545 
   546     /// \brief Make a copy of the given node map.
   547     ///
   548     /// This function makes a copy of the given node map for the newly
   549     /// created digraph.
   550     /// The key type of the new map \c tmap should be the Node type of the
   551     /// destination digraph, and the key type of the original map \c map
   552     /// should be the Node type of the source digraph.
   553     template <typename FromMap, typename ToMap>
   554     DigraphCopy& nodeMap(const FromMap& map, ToMap& tmap) {
   555       _node_maps.push_back(new _core_bits::MapCopy<From, Node,
   556                            NodeRefMap, FromMap, ToMap>(map, tmap));
   557       return *this;
   558     }
   559 
   560     /// \brief Make a copy of the given node.
   561     ///
   562     /// This function makes a copy of the given node.
   563     DigraphCopy& node(const Node& node, TNode& tnode) {
   564       _node_maps.push_back(new _core_bits::ItemCopy<From, Node,
   565                            NodeRefMap, TNode>(node, tnode));
   566       return *this;
   567     }
   568 
   569     /// \brief Copy the arc references into the given map.
   570     ///
   571     /// This function copies the arc references into the given map.
   572     /// The parameter should be a map, whose key type is the Arc type of
   573     /// the source digraph, while the value type is the Arc type of the
   574     /// destination digraph.
   575     template <typename ArcRef>
   576     DigraphCopy& arcRef(ArcRef& map) {
   577       _arc_maps.push_back(new _core_bits::RefCopy<From, Arc,
   578                           ArcRefMap, ArcRef>(map));
   579       return *this;
   580     }
   581 
   582     /// \brief Copy the arc cross references into the given map.
   583     ///
   584     /// This function copies the arc cross references (reverse references)
   585     /// into the given map. The parameter should be a map, whose key type
   586     /// is the Arc type of the destination digraph, while the value type is
   587     /// the Arc type of the source digraph.
   588     template <typename ArcCrossRef>
   589     DigraphCopy& arcCrossRef(ArcCrossRef& map) {
   590       _arc_maps.push_back(new _core_bits::CrossRefCopy<From, Arc,
   591                           ArcRefMap, ArcCrossRef>(map));
   592       return *this;
   593     }
   594 
   595     /// \brief Make a copy of the given arc map.
   596     ///
   597     /// This function makes a copy of the given arc map for the newly
   598     /// created digraph.
   599     /// The key type of the new map \c tmap should be the Arc type of the
   600     /// destination digraph, and the key type of the original map \c map
   601     /// should be the Arc type of the source digraph.
   602     template <typename FromMap, typename ToMap>
   603     DigraphCopy& arcMap(const FromMap& map, ToMap& tmap) {
   604       _arc_maps.push_back(new _core_bits::MapCopy<From, Arc,
   605                           ArcRefMap, FromMap, ToMap>(map, tmap));
   606       return *this;
   607     }
   608 
   609     /// \brief Make a copy of the given arc.
   610     ///
   611     /// This function makes a copy of the given arc.
   612     DigraphCopy& arc(const Arc& arc, TArc& tarc) {
   613       _arc_maps.push_back(new _core_bits::ItemCopy<From, Arc,
   614                           ArcRefMap, TArc>(arc, tarc));
   615       return *this;
   616     }
   617 
   618     /// \brief Execute copying.
   619     ///
   620     /// This function executes the copying of the digraph along with the
   621     /// copying of the assigned data.
   622     void run() {
   623       NodeRefMap nodeRefMap(_from);
   624       ArcRefMap arcRefMap(_from);
   625       _core_bits::DigraphCopySelector<To>::
   626         copy(_from, _to, nodeRefMap, arcRefMap);
   627       for (int i = 0; i < int(_node_maps.size()); ++i) {
   628         _node_maps[i]->copy(_from, nodeRefMap);
   629       }
   630       for (int i = 0; i < int(_arc_maps.size()); ++i) {
   631         _arc_maps[i]->copy(_from, arcRefMap);
   632       }
   633     }
   634 
   635   protected:
   636 
   637     const From& _from;
   638     To& _to;
   639 
   640     std::vector<_core_bits::MapCopyBase<From, Node, NodeRefMap>* >
   641       _node_maps;
   642 
   643     std::vector<_core_bits::MapCopyBase<From, Arc, ArcRefMap>* >
   644       _arc_maps;
   645 
   646   };
   647 
   648   /// \brief Copy a digraph to another digraph.
   649   ///
   650   /// This function copies a digraph to another digraph.
   651   /// The complete usage of it is detailed in the DigraphCopy class, but
   652   /// a short example shows a basic work:
   653   ///\code
   654   /// digraphCopy(src, trg).nodeRef(nr).arcCrossRef(acr).run();
   655   ///\endcode
   656   ///
   657   /// After the copy the \c nr map will contain the mapping from the
   658   /// nodes of the \c from digraph to the nodes of the \c to digraph and
   659   /// \c acr will contain the mapping from the arcs of the \c to digraph
   660   /// to the arcs of the \c from digraph.
   661   ///
   662   /// \see DigraphCopy
   663   template <typename From, typename To>
   664   DigraphCopy<From, To> digraphCopy(const From& from, To& to) {
   665     return DigraphCopy<From, To>(from, to);
   666   }
   667 
   668   /// \brief Class to copy a graph.
   669   ///
   670   /// Class to copy a graph to another graph (duplicate a graph). The
   671   /// simplest way of using it is through the \c graphCopy() function.
   672   ///
   673   /// This class not only make a copy of a graph, but it can create
   674   /// references and cross references between the nodes, edges and arcs of
   675   /// the two graphs, and it can copy maps for using with the newly created
   676   /// graph.
   677   ///
   678   /// To make a copy from a graph, first an instance of GraphCopy
   679   /// should be created, then the data belongs to the graph should
   680   /// assigned to copy. In the end, the \c run() member should be
   681   /// called.
   682   ///
   683   /// The next code copies a graph with several data:
   684   ///\code
   685   ///  GraphCopy<OrigGraph, NewGraph> cg(orig_graph, new_graph);
   686   ///  // Create references for the nodes
   687   ///  OrigGraph::NodeMap<NewGraph::Node> nr(orig_graph);
   688   ///  cg.nodeRef(nr);
   689   ///  // Create cross references (inverse) for the edges
   690   ///  NewGraph::EdgeMap<OrigGraph::Edge> ecr(new_graph);
   691   ///  cg.edgeCrossRef(ecr);
   692   ///  // Copy an edge map
   693   ///  OrigGraph::EdgeMap<double> oemap(orig_graph);
   694   ///  NewGraph::EdgeMap<double> nemap(new_graph);
   695   ///  cg.edgeMap(oemap, nemap);
   696   ///  // Copy a node
   697   ///  OrigGraph::Node on;
   698   ///  NewGraph::Node nn;
   699   ///  cg.node(on, nn);
   700   ///  // Execute copying
   701   ///  cg.run();
   702   ///\endcode
   703   template <typename From, typename To>
   704   class GraphCopy {
   705   private:
   706 
   707     typedef typename From::Node Node;
   708     typedef typename From::NodeIt NodeIt;
   709     typedef typename From::Arc Arc;
   710     typedef typename From::ArcIt ArcIt;
   711     typedef typename From::Edge Edge;
   712     typedef typename From::EdgeIt EdgeIt;
   713 
   714     typedef typename To::Node TNode;
   715     typedef typename To::Arc TArc;
   716     typedef typename To::Edge TEdge;
   717 
   718     typedef typename From::template NodeMap<TNode> NodeRefMap;
   719     typedef typename From::template EdgeMap<TEdge> EdgeRefMap;
   720 
   721     struct ArcRefMap {
   722       ArcRefMap(const From& from, const To& to,
   723                 const EdgeRefMap& edge_ref, const NodeRefMap& node_ref)
   724         : _from(from), _to(to),
   725           _edge_ref(edge_ref), _node_ref(node_ref) {}
   726 
   727       typedef typename From::Arc Key;
   728       typedef typename To::Arc Value;
   729 
   730       Value operator[](const Key& key) const {
   731         bool forward = _from.u(key) != _from.v(key) ?
   732           _node_ref[_from.source(key)] ==
   733           _to.source(_to.direct(_edge_ref[key], true)) :
   734           _from.direction(key);
   735         return _to.direct(_edge_ref[key], forward);
   736       }
   737 
   738       const From& _from;
   739       const To& _to;
   740       const EdgeRefMap& _edge_ref;
   741       const NodeRefMap& _node_ref;
   742     };
   743 
   744   public:
   745 
   746     /// \brief Constructor of GraphCopy.
   747     ///
   748     /// Constructor of GraphCopy for copying the content of the
   749     /// \c from graph into the \c to graph.
   750     GraphCopy(const From& from, To& to)
   751       : _from(from), _to(to) {}
   752 
   753     /// \brief Destructor of GraphCopy
   754     ///
   755     /// Destructor of GraphCopy.
   756     ~GraphCopy() {
   757       for (int i = 0; i < int(_node_maps.size()); ++i) {
   758         delete _node_maps[i];
   759       }
   760       for (int i = 0; i < int(_arc_maps.size()); ++i) {
   761         delete _arc_maps[i];
   762       }
   763       for (int i = 0; i < int(_edge_maps.size()); ++i) {
   764         delete _edge_maps[i];
   765       }
   766     }
   767 
   768     /// \brief Copy the node references into the given map.
   769     ///
   770     /// This function copies the node references into the given map.
   771     /// The parameter should be a map, whose key type is the Node type of
   772     /// the source graph, while the value type is the Node type of the
   773     /// destination graph.
   774     template <typename NodeRef>
   775     GraphCopy& nodeRef(NodeRef& map) {
   776       _node_maps.push_back(new _core_bits::RefCopy<From, Node,
   777                            NodeRefMap, NodeRef>(map));
   778       return *this;
   779     }
   780 
   781     /// \brief Copy the node cross references into the given map.
   782     ///
   783     /// This function copies the node cross references (reverse references)
   784     /// into the given map. The parameter should be a map, whose key type
   785     /// is the Node type of the destination graph, while the value type is
   786     /// the Node type of the source graph.
   787     template <typename NodeCrossRef>
   788     GraphCopy& nodeCrossRef(NodeCrossRef& map) {
   789       _node_maps.push_back(new _core_bits::CrossRefCopy<From, Node,
   790                            NodeRefMap, NodeCrossRef>(map));
   791       return *this;
   792     }
   793 
   794     /// \brief Make a copy of the given node map.
   795     ///
   796     /// This function makes a copy of the given node map for the newly
   797     /// created graph.
   798     /// The key type of the new map \c tmap should be the Node type of the
   799     /// destination graph, and the key type of the original map \c map
   800     /// should be the Node type of the source graph.
   801     template <typename FromMap, typename ToMap>
   802     GraphCopy& nodeMap(const FromMap& map, ToMap& tmap) {
   803       _node_maps.push_back(new _core_bits::MapCopy<From, Node,
   804                            NodeRefMap, FromMap, ToMap>(map, tmap));
   805       return *this;
   806     }
   807 
   808     /// \brief Make a copy of the given node.
   809     ///
   810     /// This function makes a copy of the given node.
   811     GraphCopy& node(const Node& node, TNode& tnode) {
   812       _node_maps.push_back(new _core_bits::ItemCopy<From, Node,
   813                            NodeRefMap, TNode>(node, tnode));
   814       return *this;
   815     }
   816 
   817     /// \brief Copy the arc references into the given map.
   818     ///
   819     /// This function copies the arc references into the given map.
   820     /// The parameter should be a map, whose key type is the Arc type of
   821     /// the source graph, while the value type is the Arc type of the
   822     /// destination graph.
   823     template <typename ArcRef>
   824     GraphCopy& arcRef(ArcRef& map) {
   825       _arc_maps.push_back(new _core_bits::RefCopy<From, Arc,
   826                           ArcRefMap, ArcRef>(map));
   827       return *this;
   828     }
   829 
   830     /// \brief Copy the arc cross references into the given map.
   831     ///
   832     /// This function copies the arc cross references (reverse references)
   833     /// into the given map. The parameter should be a map, whose key type
   834     /// is the Arc type of the destination graph, while the value type is
   835     /// the Arc type of the source graph.
   836     template <typename ArcCrossRef>
   837     GraphCopy& arcCrossRef(ArcCrossRef& map) {
   838       _arc_maps.push_back(new _core_bits::CrossRefCopy<From, Arc,
   839                           ArcRefMap, ArcCrossRef>(map));
   840       return *this;
   841     }
   842 
   843     /// \brief Make a copy of the given arc map.
   844     ///
   845     /// This function makes a copy of the given arc map for the newly
   846     /// created graph.
   847     /// The key type of the new map \c tmap should be the Arc type of the
   848     /// destination graph, and the key type of the original map \c map
   849     /// should be the Arc type of the source graph.
   850     template <typename FromMap, typename ToMap>
   851     GraphCopy& arcMap(const FromMap& map, ToMap& tmap) {
   852       _arc_maps.push_back(new _core_bits::MapCopy<From, Arc,
   853                           ArcRefMap, FromMap, ToMap>(map, tmap));
   854       return *this;
   855     }
   856 
   857     /// \brief Make a copy of the given arc.
   858     ///
   859     /// This function makes a copy of the given arc.
   860     GraphCopy& arc(const Arc& arc, TArc& tarc) {
   861       _arc_maps.push_back(new _core_bits::ItemCopy<From, Arc,
   862                           ArcRefMap, TArc>(arc, tarc));
   863       return *this;
   864     }
   865 
   866     /// \brief Copy the edge references into the given map.
   867     ///
   868     /// This function copies the edge references into the given map.
   869     /// The parameter should be a map, whose key type is the Edge type of
   870     /// the source graph, while the value type is the Edge type of the
   871     /// destination graph.
   872     template <typename EdgeRef>
   873     GraphCopy& edgeRef(EdgeRef& map) {
   874       _edge_maps.push_back(new _core_bits::RefCopy<From, Edge,
   875                            EdgeRefMap, EdgeRef>(map));
   876       return *this;
   877     }
   878 
   879     /// \brief Copy the edge cross references into the given map.
   880     ///
   881     /// This function copies the edge cross references (reverse references)
   882     /// into the given map. The parameter should be a map, whose key type
   883     /// is the Edge type of the destination graph, while the value type is
   884     /// the Edge type of the source graph.
   885     template <typename EdgeCrossRef>
   886     GraphCopy& edgeCrossRef(EdgeCrossRef& map) {
   887       _edge_maps.push_back(new _core_bits::CrossRefCopy<From,
   888                            Edge, EdgeRefMap, EdgeCrossRef>(map));
   889       return *this;
   890     }
   891 
   892     /// \brief Make a copy of the given edge map.
   893     ///
   894     /// This function makes a copy of the given edge map for the newly
   895     /// created graph.
   896     /// The key type of the new map \c tmap should be the Edge type of the
   897     /// destination graph, and the key type of the original map \c map
   898     /// should be the Edge type of the source graph.
   899     template <typename FromMap, typename ToMap>
   900     GraphCopy& edgeMap(const FromMap& map, ToMap& tmap) {
   901       _edge_maps.push_back(new _core_bits::MapCopy<From, Edge,
   902                            EdgeRefMap, FromMap, ToMap>(map, tmap));
   903       return *this;
   904     }
   905 
   906     /// \brief Make a copy of the given edge.
   907     ///
   908     /// This function makes a copy of the given edge.
   909     GraphCopy& edge(const Edge& edge, TEdge& tedge) {
   910       _edge_maps.push_back(new _core_bits::ItemCopy<From, Edge,
   911                            EdgeRefMap, TEdge>(edge, tedge));
   912       return *this;
   913     }
   914 
   915     /// \brief Execute copying.
   916     ///
   917     /// This function executes the copying of the graph along with the
   918     /// copying of the assigned data.
   919     void run() {
   920       NodeRefMap nodeRefMap(_from);
   921       EdgeRefMap edgeRefMap(_from);
   922       ArcRefMap arcRefMap(_from, _to, edgeRefMap, nodeRefMap);
   923       _core_bits::GraphCopySelector<To>::
   924         copy(_from, _to, nodeRefMap, edgeRefMap);
   925       for (int i = 0; i < int(_node_maps.size()); ++i) {
   926         _node_maps[i]->copy(_from, nodeRefMap);
   927       }
   928       for (int i = 0; i < int(_edge_maps.size()); ++i) {
   929         _edge_maps[i]->copy(_from, edgeRefMap);
   930       }
   931       for (int i = 0; i < int(_arc_maps.size()); ++i) {
   932         _arc_maps[i]->copy(_from, arcRefMap);
   933       }
   934     }
   935 
   936   private:
   937 
   938     const From& _from;
   939     To& _to;
   940 
   941     std::vector<_core_bits::MapCopyBase<From, Node, NodeRefMap>* >
   942       _node_maps;
   943 
   944     std::vector<_core_bits::MapCopyBase<From, Arc, ArcRefMap>* >
   945       _arc_maps;
   946 
   947     std::vector<_core_bits::MapCopyBase<From, Edge, EdgeRefMap>* >
   948       _edge_maps;
   949 
   950   };
   951 
   952   /// \brief Copy a graph to another graph.
   953   ///
   954   /// This function copies a graph to another graph.
   955   /// The complete usage of it is detailed in the GraphCopy class,
   956   /// but a short example shows a basic work:
   957   ///\code
   958   /// graphCopy(src, trg).nodeRef(nr).edgeCrossRef(ecr).run();
   959   ///\endcode
   960   ///
   961   /// After the copy the \c nr map will contain the mapping from the
   962   /// nodes of the \c from graph to the nodes of the \c to graph and
   963   /// \c ecr will contain the mapping from the edges of the \c to graph
   964   /// to the edges of the \c from graph.
   965   ///
   966   /// \see GraphCopy
   967   template <typename From, typename To>
   968   GraphCopy<From, To>
   969   graphCopy(const From& from, To& to) {
   970     return GraphCopy<From, To>(from, to);
   971   }
   972 
   973   namespace _core_bits {
   974 
   975     template <typename Graph, typename Enable = void>
   976     struct FindArcSelector {
   977       typedef typename Graph::Node Node;
   978       typedef typename Graph::Arc Arc;
   979       static Arc find(const Graph &g, Node u, Node v, Arc e) {
   980         if (e == INVALID) {
   981           g.firstOut(e, u);
   982         } else {
   983           g.nextOut(e);
   984         }
   985         while (e != INVALID && g.target(e) != v) {
   986           g.nextOut(e);
   987         }
   988         return e;
   989       }
   990     };
   991 
   992     template <typename Graph>
   993     struct FindArcSelector<
   994       Graph,
   995       typename enable_if<typename Graph::FindArcTag, void>::type>
   996     {
   997       typedef typename Graph::Node Node;
   998       typedef typename Graph::Arc Arc;
   999       static Arc find(const Graph &g, Node u, Node v, Arc prev) {
  1000         return g.findArc(u, v, prev);
  1001       }
  1002     };
  1003   }
  1004 
  1005   /// \brief Find an arc between two nodes of a digraph.
  1006   ///
  1007   /// This function finds an arc from node \c u to node \c v in the
  1008   /// digraph \c g.
  1009   ///
  1010   /// If \c prev is \ref INVALID (this is the default value), then
  1011   /// it finds the first arc from \c u to \c v. Otherwise it looks for
  1012   /// the next arc from \c u to \c v after \c prev.
  1013   /// \return The found arc or \ref INVALID if there is no such an arc.
  1014   ///
  1015   /// Thus you can iterate through each arc from \c u to \c v as it follows.
  1016   ///\code
  1017   /// for(Arc e = findArc(g,u,v); e != INVALID; e = findArc(g,u,v,e)) {
  1018   ///   ...
  1019   /// }
  1020   ///\endcode
  1021   ///
  1022   /// \note \ref ConArcIt provides iterator interface for the same
  1023   /// functionality.
  1024   ///
  1025   ///\sa ConArcIt
  1026   ///\sa ArcLookUp, AllArcLookUp, DynArcLookUp
  1027   template <typename Graph>
  1028   inline typename Graph::Arc
  1029   findArc(const Graph &g, typename Graph::Node u, typename Graph::Node v,
  1030           typename Graph::Arc prev = INVALID) {
  1031     return _core_bits::FindArcSelector<Graph>::find(g, u, v, prev);
  1032   }
  1033 
  1034   /// \brief Iterator for iterating on parallel arcs connecting the same nodes.
  1035   ///
  1036   /// Iterator for iterating on parallel arcs connecting the same nodes. It is
  1037   /// a higher level interface for the \ref findArc() function. You can
  1038   /// use it the following way:
  1039   ///\code
  1040   /// for (ConArcIt<Graph> it(g, src, trg); it != INVALID; ++it) {
  1041   ///   ...
  1042   /// }
  1043   ///\endcode
  1044   ///
  1045   ///\sa findArc()
  1046   ///\sa ArcLookUp, AllArcLookUp, DynArcLookUp
  1047   template <typename GR>
  1048   class ConArcIt : public GR::Arc {
  1049     typedef typename GR::Arc Parent;
  1050 
  1051   public:
  1052 
  1053     typedef typename GR::Arc Arc;
  1054     typedef typename GR::Node Node;
  1055 
  1056     /// \brief Constructor.
  1057     ///
  1058     /// Construct a new ConArcIt iterating on the arcs that
  1059     /// connects nodes \c u and \c v.
  1060     ConArcIt(const GR& g, Node u, Node v) : _graph(g) {
  1061       Parent::operator=(findArc(_graph, u, v));
  1062     }
  1063 
  1064     /// \brief Constructor.
  1065     ///
  1066     /// Construct a new ConArcIt that continues the iterating from arc \c a.
  1067     ConArcIt(const GR& g, Arc a) : Parent(a), _graph(g) {}
  1068 
  1069     /// \brief Increment operator.
  1070     ///
  1071     /// It increments the iterator and gives back the next arc.
  1072     ConArcIt& operator++() {
  1073       Parent::operator=(findArc(_graph, _graph.source(*this),
  1074                                 _graph.target(*this), *this));
  1075       return *this;
  1076     }
  1077   private:
  1078     const GR& _graph;
  1079   };
  1080 
  1081   namespace _core_bits {
  1082 
  1083     template <typename Graph, typename Enable = void>
  1084     struct FindEdgeSelector {
  1085       typedef typename Graph::Node Node;
  1086       typedef typename Graph::Edge Edge;
  1087       static Edge find(const Graph &g, Node u, Node v, Edge e) {
  1088         bool b;
  1089         if (u != v) {
  1090           if (e == INVALID) {
  1091             g.firstInc(e, b, u);
  1092           } else {
  1093             b = g.u(e) == u;
  1094             g.nextInc(e, b);
  1095           }
  1096           while (e != INVALID && (b ? g.v(e) : g.u(e)) != v) {
  1097             g.nextInc(e, b);
  1098           }
  1099         } else {
  1100           if (e == INVALID) {
  1101             g.firstInc(e, b, u);
  1102           } else {
  1103             b = true;
  1104             g.nextInc(e, b);
  1105           }
  1106           while (e != INVALID && (!b || g.v(e) != v)) {
  1107             g.nextInc(e, b);
  1108           }
  1109         }
  1110         return e;
  1111       }
  1112     };
  1113 
  1114     template <typename Graph>
  1115     struct FindEdgeSelector<
  1116       Graph,
  1117       typename enable_if<typename Graph::FindEdgeTag, void>::type>
  1118     {
  1119       typedef typename Graph::Node Node;
  1120       typedef typename Graph::Edge Edge;
  1121       static Edge find(const Graph &g, Node u, Node v, Edge prev) {
  1122         return g.findEdge(u, v, prev);
  1123       }
  1124     };
  1125   }
  1126 
  1127   /// \brief Find an edge between two nodes of a graph.
  1128   ///
  1129   /// This function finds an edge from node \c u to node \c v in graph \c g.
  1130   /// If node \c u and node \c v is equal then each loop edge
  1131   /// will be enumerated once.
  1132   ///
  1133   /// If \c prev is \ref INVALID (this is the default value), then
  1134   /// it finds the first edge from \c u to \c v. Otherwise it looks for
  1135   /// the next edge from \c u to \c v after \c prev.
  1136   /// \return The found edge or \ref INVALID if there is no such an edge.
  1137   ///
  1138   /// Thus you can iterate through each edge between \c u and \c v
  1139   /// as it follows.
  1140   ///\code
  1141   /// for(Edge e = findEdge(g,u,v); e != INVALID; e = findEdge(g,u,v,e)) {
  1142   ///   ...
  1143   /// }
  1144   ///\endcode
  1145   ///
  1146   /// \note \ref ConEdgeIt provides iterator interface for the same
  1147   /// functionality.
  1148   ///
  1149   ///\sa ConEdgeIt
  1150   template <typename Graph>
  1151   inline typename Graph::Edge
  1152   findEdge(const Graph &g, typename Graph::Node u, typename Graph::Node v,
  1153             typename Graph::Edge p = INVALID) {
  1154     return _core_bits::FindEdgeSelector<Graph>::find(g, u, v, p);
  1155   }
  1156 
  1157   /// \brief Iterator for iterating on parallel edges connecting the same nodes.
  1158   ///
  1159   /// Iterator for iterating on parallel edges connecting the same nodes.
  1160   /// It is a higher level interface for the findEdge() function. You can
  1161   /// use it the following way:
  1162   ///\code
  1163   /// for (ConEdgeIt<Graph> it(g, u, v); it != INVALID; ++it) {
  1164   ///   ...
  1165   /// }
  1166   ///\endcode
  1167   ///
  1168   ///\sa findEdge()
  1169   template <typename GR>
  1170   class ConEdgeIt : public GR::Edge {
  1171     typedef typename GR::Edge Parent;
  1172 
  1173   public:
  1174 
  1175     typedef typename GR::Edge Edge;
  1176     typedef typename GR::Node Node;
  1177 
  1178     /// \brief Constructor.
  1179     ///
  1180     /// Construct a new ConEdgeIt iterating on the edges that
  1181     /// connects nodes \c u and \c v.
  1182     ConEdgeIt(const GR& g, Node u, Node v) : _graph(g), _u(u), _v(v) {
  1183       Parent::operator=(findEdge(_graph, _u, _v));
  1184     }
  1185 
  1186     /// \brief Constructor.
  1187     ///
  1188     /// Construct a new ConEdgeIt that continues iterating from edge \c e.
  1189     ConEdgeIt(const GR& g, Edge e) : Parent(e), _graph(g) {}
  1190 
  1191     /// \brief Increment operator.
  1192     ///
  1193     /// It increments the iterator and gives back the next edge.
  1194     ConEdgeIt& operator++() {
  1195       Parent::operator=(findEdge(_graph, _u, _v, *this));
  1196       return *this;
  1197     }
  1198   private:
  1199     const GR& _graph;
  1200     Node _u, _v;
  1201   };
  1202 
  1203 
  1204   ///Dynamic arc look-up between given endpoints.
  1205 
  1206   ///Using this class, you can find an arc in a digraph from a given
  1207   ///source to a given target in amortized time <em>O</em>(log<em>d</em>),
  1208   ///where <em>d</em> is the out-degree of the source node.
  1209   ///
  1210   ///It is possible to find \e all parallel arcs between two nodes with
  1211   ///the \c operator() member.
  1212   ///
  1213   ///This is a dynamic data structure. Consider to use \ref ArcLookUp or
  1214   ///\ref AllArcLookUp if your digraph is not changed so frequently.
  1215   ///
  1216   ///This class uses a self-adjusting binary search tree, the Splay tree
  1217   ///of Sleator and Tarjan to guarantee the logarithmic amortized
  1218   ///time bound for arc look-ups. This class also guarantees the
  1219   ///optimal time bound in a constant factor for any distribution of
  1220   ///queries.
  1221   ///
  1222   ///\tparam GR The type of the underlying digraph.
  1223   ///
  1224   ///\sa ArcLookUp
  1225   ///\sa AllArcLookUp
  1226   template <typename GR>
  1227   class DynArcLookUp
  1228     : protected ItemSetTraits<GR, typename GR::Arc>::ItemNotifier::ObserverBase
  1229   {
  1230     typedef typename ItemSetTraits<GR, typename GR::Arc>
  1231     ::ItemNotifier::ObserverBase Parent;
  1232 
  1233     TEMPLATE_DIGRAPH_TYPEDEFS(GR);
  1234 
  1235   public:
  1236 
  1237     /// The Digraph type
  1238     typedef GR Digraph;
  1239 
  1240   protected:
  1241 
  1242     class AutoNodeMap : public ItemSetTraits<GR, Node>::template Map<Arc>::Type {
  1243       typedef typename ItemSetTraits<GR, Node>::template Map<Arc>::Type Parent;
  1244 
  1245     public:
  1246 
  1247       AutoNodeMap(const GR& digraph) : Parent(digraph, INVALID) {}
  1248 
  1249       virtual void add(const Node& node) {
  1250         Parent::add(node);
  1251         Parent::set(node, INVALID);
  1252       }
  1253 
  1254       virtual void add(const std::vector<Node>& nodes) {
  1255         Parent::add(nodes);
  1256         for (int i = 0; i < int(nodes.size()); ++i) {
  1257           Parent::set(nodes[i], INVALID);
  1258         }
  1259       }
  1260 
  1261       virtual void build() {
  1262         Parent::build();
  1263         Node it;
  1264         typename Parent::Notifier* nf = Parent::notifier();
  1265         for (nf->first(it); it != INVALID; nf->next(it)) {
  1266           Parent::set(it, INVALID);
  1267         }
  1268       }
  1269     };
  1270 
  1271     class ArcLess {
  1272       const Digraph &g;
  1273     public:
  1274       ArcLess(const Digraph &_g) : g(_g) {}
  1275       bool operator()(Arc a,Arc b) const
  1276       {
  1277         return g.target(a)<g.target(b);
  1278       }
  1279     };
  1280 
  1281   protected: 
  1282 
  1283     const Digraph &_g;
  1284     AutoNodeMap _head;
  1285     typename Digraph::template ArcMap<Arc> _parent;
  1286     typename Digraph::template ArcMap<Arc> _left;
  1287     typename Digraph::template ArcMap<Arc> _right;
  1288 
  1289   public:
  1290 
  1291     ///Constructor
  1292 
  1293     ///Constructor.
  1294     ///
  1295     ///It builds up the search database.
  1296     DynArcLookUp(const Digraph &g)
  1297       : _g(g),_head(g),_parent(g),_left(g),_right(g)
  1298     {
  1299       Parent::attach(_g.notifier(typename Digraph::Arc()));
  1300       refresh();
  1301     }
  1302 
  1303   protected:
  1304 
  1305     virtual void add(const Arc& arc) {
  1306       insert(arc);
  1307     }
  1308 
  1309     virtual void add(const std::vector<Arc>& arcs) {
  1310       for (int i = 0; i < int(arcs.size()); ++i) {
  1311         insert(arcs[i]);
  1312       }
  1313     }
  1314 
  1315     virtual void erase(const Arc& arc) {
  1316       remove(arc);
  1317     }
  1318 
  1319     virtual void erase(const std::vector<Arc>& arcs) {
  1320       for (int i = 0; i < int(arcs.size()); ++i) {
  1321         remove(arcs[i]);
  1322       }
  1323     }
  1324 
  1325     virtual void build() {
  1326       refresh();
  1327     }
  1328 
  1329     virtual void clear() {
  1330       for(NodeIt n(_g);n!=INVALID;++n) {
  1331         _head[n] = INVALID;
  1332       }
  1333     }
  1334 
  1335     void insert(Arc arc) {
  1336       Node s = _g.source(arc);
  1337       Node t = _g.target(arc);
  1338       _left[arc] = INVALID;
  1339       _right[arc] = INVALID;
  1340 
  1341       Arc e = _head[s];
  1342       if (e == INVALID) {
  1343         _head[s] = arc;
  1344         _parent[arc] = INVALID;
  1345         return;
  1346       }
  1347       while (true) {
  1348         if (t < _g.target(e)) {
  1349           if (_left[e] == INVALID) {
  1350             _left[e] = arc;
  1351             _parent[arc] = e;
  1352             splay(arc);
  1353             return;
  1354           } else {
  1355             e = _left[e];
  1356           }
  1357         } else {
  1358           if (_right[e] == INVALID) {
  1359             _right[e] = arc;
  1360             _parent[arc] = e;
  1361             splay(arc);
  1362             return;
  1363           } else {
  1364             e = _right[e];
  1365           }
  1366         }
  1367       }
  1368     }
  1369 
  1370     void remove(Arc arc) {
  1371       if (_left[arc] == INVALID) {
  1372         if (_right[arc] != INVALID) {
  1373           _parent[_right[arc]] = _parent[arc];
  1374         }
  1375         if (_parent[arc] != INVALID) {
  1376           if (_left[_parent[arc]] == arc) {
  1377             _left[_parent[arc]] = _right[arc];
  1378           } else {
  1379             _right[_parent[arc]] = _right[arc];
  1380           }
  1381         } else {
  1382           _head[_g.source(arc)] = _right[arc];
  1383         }
  1384       } else if (_right[arc] == INVALID) {
  1385         _parent[_left[arc]] = _parent[arc];
  1386         if (_parent[arc] != INVALID) {
  1387           if (_left[_parent[arc]] == arc) {
  1388             _left[_parent[arc]] = _left[arc];
  1389           } else {
  1390             _right[_parent[arc]] = _left[arc];
  1391           }
  1392         } else {
  1393           _head[_g.source(arc)] = _left[arc];
  1394         }
  1395       } else {
  1396         Arc e = _left[arc];
  1397         if (_right[e] != INVALID) {
  1398           e = _right[e];
  1399           while (_right[e] != INVALID) {
  1400             e = _right[e];
  1401           }
  1402           Arc s = _parent[e];
  1403           _right[_parent[e]] = _left[e];
  1404           if (_left[e] != INVALID) {
  1405             _parent[_left[e]] = _parent[e];
  1406           }
  1407 
  1408           _left[e] = _left[arc];
  1409           _parent[_left[arc]] = e;
  1410           _right[e] = _right[arc];
  1411           _parent[_right[arc]] = e;
  1412 
  1413           _parent[e] = _parent[arc];
  1414           if (_parent[arc] != INVALID) {
  1415             if (_left[_parent[arc]] == arc) {
  1416               _left[_parent[arc]] = e;
  1417             } else {
  1418               _right[_parent[arc]] = e;
  1419             }
  1420           }
  1421           splay(s);
  1422         } else {
  1423           _right[e] = _right[arc];
  1424           _parent[_right[arc]] = e;
  1425           _parent[e] = _parent[arc];
  1426 
  1427           if (_parent[arc] != INVALID) {
  1428             if (_left[_parent[arc]] == arc) {
  1429               _left[_parent[arc]] = e;
  1430             } else {
  1431               _right[_parent[arc]] = e;
  1432             }
  1433           } else {
  1434             _head[_g.source(arc)] = e;
  1435           }
  1436         }
  1437       }
  1438     }
  1439 
  1440     Arc refreshRec(std::vector<Arc> &v,int a,int b)
  1441     {
  1442       int m=(a+b)/2;
  1443       Arc me=v[m];
  1444       if (a < m) {
  1445         Arc left = refreshRec(v,a,m-1);
  1446         _left[me] = left;
  1447         _parent[left] = me;
  1448       } else {
  1449         _left[me] = INVALID;
  1450       }
  1451       if (m < b) {
  1452         Arc right = refreshRec(v,m+1,b);
  1453         _right[me] = right;
  1454         _parent[right] = me;
  1455       } else {
  1456         _right[me] = INVALID;
  1457       }
  1458       return me;
  1459     }
  1460 
  1461     void refresh() {
  1462       for(NodeIt n(_g);n!=INVALID;++n) {
  1463         std::vector<Arc> v;
  1464         for(OutArcIt a(_g,n);a!=INVALID;++a) v.push_back(a);
  1465         if (!v.empty()) {
  1466           std::sort(v.begin(),v.end(),ArcLess(_g));
  1467           Arc head = refreshRec(v,0,v.size()-1);
  1468           _head[n] = head;
  1469           _parent[head] = INVALID;
  1470         }
  1471         else _head[n] = INVALID;
  1472       }
  1473     }
  1474 
  1475     void zig(Arc v) {
  1476       Arc w = _parent[v];
  1477       _parent[v] = _parent[w];
  1478       _parent[w] = v;
  1479       _left[w] = _right[v];
  1480       _right[v] = w;
  1481       if (_parent[v] != INVALID) {
  1482         if (_right[_parent[v]] == w) {
  1483           _right[_parent[v]] = v;
  1484         } else {
  1485           _left[_parent[v]] = v;
  1486         }
  1487       }
  1488       if (_left[w] != INVALID){
  1489         _parent[_left[w]] = w;
  1490       }
  1491     }
  1492 
  1493     void zag(Arc v) {
  1494       Arc w = _parent[v];
  1495       _parent[v] = _parent[w];
  1496       _parent[w] = v;
  1497       _right[w] = _left[v];
  1498       _left[v] = w;
  1499       if (_parent[v] != INVALID){
  1500         if (_left[_parent[v]] == w) {
  1501           _left[_parent[v]] = v;
  1502         } else {
  1503           _right[_parent[v]] = v;
  1504         }
  1505       }
  1506       if (_right[w] != INVALID){
  1507         _parent[_right[w]] = w;
  1508       }
  1509     }
  1510 
  1511     void splay(Arc v) {
  1512       while (_parent[v] != INVALID) {
  1513         if (v == _left[_parent[v]]) {
  1514           if (_parent[_parent[v]] == INVALID) {
  1515             zig(v);
  1516           } else {
  1517             if (_parent[v] == _left[_parent[_parent[v]]]) {
  1518               zig(_parent[v]);
  1519               zig(v);
  1520             } else {
  1521               zig(v);
  1522               zag(v);
  1523             }
  1524           }
  1525         } else {
  1526           if (_parent[_parent[v]] == INVALID) {
  1527             zag(v);
  1528           } else {
  1529             if (_parent[v] == _left[_parent[_parent[v]]]) {
  1530               zag(v);
  1531               zig(v);
  1532             } else {
  1533               zag(_parent[v]);
  1534               zag(v);
  1535             }
  1536           }
  1537         }
  1538       }
  1539       _head[_g.source(v)] = v;
  1540     }
  1541 
  1542 
  1543   public:
  1544 
  1545     ///Find an arc between two nodes.
  1546 
  1547     ///Find an arc between two nodes.
  1548     ///\param s The source node.
  1549     ///\param t The target node.
  1550     ///\param p The previous arc between \c s and \c t. It it is INVALID or
  1551     ///not given, the operator finds the first appropriate arc.
  1552     ///\return An arc from \c s to \c t after \c p or
  1553     ///\ref INVALID if there is no more.
  1554     ///
  1555     ///For example, you can count the number of arcs from \c u to \c v in the
  1556     ///following way.
  1557     ///\code
  1558     ///DynArcLookUp<ListDigraph> ae(g);
  1559     ///...
  1560     ///int n = 0;
  1561     ///for(Arc a = ae(u,v); a != INVALID; a = ae(u,v,a)) n++;
  1562     ///\endcode
  1563     ///
  1564     ///Finding the arcs take at most <em>O</em>(log<em>d</em>)
  1565     ///amortized time, specifically, the time complexity of the lookups
  1566     ///is equal to the optimal search tree implementation for the
  1567     ///current query distribution in a constant factor.
  1568     ///
  1569     ///\note This is a dynamic data structure, therefore the data
  1570     ///structure is updated after each graph alteration. Thus although
  1571     ///this data structure is theoretically faster than \ref ArcLookUp
  1572     ///and \ref AllArcLookUp, it often provides worse performance than
  1573     ///them.
  1574     Arc operator()(Node s, Node t, Arc p = INVALID) const  {
  1575       if (p == INVALID) {
  1576         Arc a = _head[s];
  1577         if (a == INVALID) return INVALID;
  1578         Arc r = INVALID;
  1579         while (true) {
  1580           if (_g.target(a) < t) {
  1581             if (_right[a] == INVALID) {
  1582               const_cast<DynArcLookUp&>(*this).splay(a);
  1583               return r;
  1584             } else {
  1585               a = _right[a];
  1586             }
  1587           } else {
  1588             if (_g.target(a) == t) {
  1589               r = a;
  1590             }
  1591             if (_left[a] == INVALID) {
  1592               const_cast<DynArcLookUp&>(*this).splay(a);
  1593               return r;
  1594             } else {
  1595               a = _left[a];
  1596             }
  1597           }
  1598         }
  1599       } else {
  1600         Arc a = p;
  1601         if (_right[a] != INVALID) {
  1602           a = _right[a];
  1603           while (_left[a] != INVALID) {
  1604             a = _left[a];
  1605           }
  1606           const_cast<DynArcLookUp&>(*this).splay(a);
  1607         } else {
  1608           while (_parent[a] != INVALID && _right[_parent[a]] ==  a) {
  1609             a = _parent[a];
  1610           }
  1611           if (_parent[a] == INVALID) {
  1612             return INVALID;
  1613           } else {
  1614             a = _parent[a];
  1615             const_cast<DynArcLookUp&>(*this).splay(a);
  1616           }
  1617         }
  1618         if (_g.target(a) == t) return a;
  1619         else return INVALID;
  1620       }
  1621     }
  1622 
  1623   };
  1624 
  1625   ///Fast arc look-up between given endpoints.
  1626 
  1627   ///Using this class, you can find an arc in a digraph from a given
  1628   ///source to a given target in time <em>O</em>(log<em>d</em>),
  1629   ///where <em>d</em> is the out-degree of the source node.
  1630   ///
  1631   ///It is not possible to find \e all parallel arcs between two nodes.
  1632   ///Use \ref AllArcLookUp for this purpose.
  1633   ///
  1634   ///\warning This class is static, so you should call refresh() (or at
  1635   ///least refresh(Node)) to refresh this data structure whenever the
  1636   ///digraph changes. This is a time consuming (superlinearly proportional
  1637   ///(<em>O</em>(<em>m</em> log<em>m</em>)) to the number of arcs).
  1638   ///
  1639   ///\tparam GR The type of the underlying digraph.
  1640   ///
  1641   ///\sa DynArcLookUp
  1642   ///\sa AllArcLookUp
  1643   template<class GR>
  1644   class ArcLookUp
  1645   {
  1646     TEMPLATE_DIGRAPH_TYPEDEFS(GR);
  1647 
  1648   public:
  1649 
  1650     /// The Digraph type
  1651     typedef GR Digraph;
  1652 
  1653   protected:
  1654     const Digraph &_g;
  1655     typename Digraph::template NodeMap<Arc> _head;
  1656     typename Digraph::template ArcMap<Arc> _left;
  1657     typename Digraph::template ArcMap<Arc> _right;
  1658 
  1659     class ArcLess {
  1660       const Digraph &g;
  1661     public:
  1662       ArcLess(const Digraph &_g) : g(_g) {}
  1663       bool operator()(Arc a,Arc b) const
  1664       {
  1665         return g.target(a)<g.target(b);
  1666       }
  1667     };
  1668 
  1669   public:
  1670 
  1671     ///Constructor
  1672 
  1673     ///Constructor.
  1674     ///
  1675     ///It builds up the search database, which remains valid until the digraph
  1676     ///changes.
  1677     ArcLookUp(const Digraph &g) :_g(g),_head(g),_left(g),_right(g) {refresh();}
  1678 
  1679   private:
  1680     Arc refreshRec(std::vector<Arc> &v,int a,int b)
  1681     {
  1682       int m=(a+b)/2;
  1683       Arc me=v[m];
  1684       _left[me] = a<m?refreshRec(v,a,m-1):INVALID;
  1685       _right[me] = m<b?refreshRec(v,m+1,b):INVALID;
  1686       return me;
  1687     }
  1688   public:
  1689     ///Refresh the search data structure at a node.
  1690 
  1691     ///Build up the search database of node \c n.
  1692     ///
  1693     ///It runs in time <em>O</em>(<em>d</em> log<em>d</em>), where <em>d</em>
  1694     ///is the number of the outgoing arcs of \c n.
  1695     void refresh(Node n)
  1696     {
  1697       std::vector<Arc> v;
  1698       for(OutArcIt e(_g,n);e!=INVALID;++e) v.push_back(e);
  1699       if(v.size()) {
  1700         std::sort(v.begin(),v.end(),ArcLess(_g));
  1701         _head[n]=refreshRec(v,0,v.size()-1);
  1702       }
  1703       else _head[n]=INVALID;
  1704     }
  1705     ///Refresh the full data structure.
  1706 
  1707     ///Build up the full search database. In fact, it simply calls
  1708     ///\ref refresh(Node) "refresh(n)" for each node \c n.
  1709     ///
  1710     ///It runs in time <em>O</em>(<em>m</em> log<em>D</em>), where <em>m</em> is
  1711     ///the number of the arcs in the digraph and <em>D</em> is the maximum
  1712     ///out-degree of the digraph.
  1713     void refresh()
  1714     {
  1715       for(NodeIt n(_g);n!=INVALID;++n) refresh(n);
  1716     }
  1717 
  1718     ///Find an arc between two nodes.
  1719 
  1720     ///Find an arc between two nodes in time <em>O</em>(log<em>d</em>),
  1721     ///where <em>d</em> is the number of outgoing arcs of \c s.
  1722     ///\param s The source node.
  1723     ///\param t The target node.
  1724     ///\return An arc from \c s to \c t if there exists,
  1725     ///\ref INVALID otherwise.
  1726     ///
  1727     ///\warning If you change the digraph, refresh() must be called before using
  1728     ///this operator. If you change the outgoing arcs of
  1729     ///a single node \c n, then \ref refresh(Node) "refresh(n)" is enough.
  1730     Arc operator()(Node s, Node t) const
  1731     {
  1732       Arc e;
  1733       for(e=_head[s];
  1734           e!=INVALID&&_g.target(e)!=t;
  1735           e = t < _g.target(e)?_left[e]:_right[e]) ;
  1736       return e;
  1737     }
  1738 
  1739   };
  1740 
  1741   ///Fast look-up of all arcs between given endpoints.
  1742 
  1743   ///This class is the same as \ref ArcLookUp, with the addition
  1744   ///that it makes it possible to find all parallel arcs between given
  1745   ///endpoints.
  1746   ///
  1747   ///\warning This class is static, so you should call refresh() (or at
  1748   ///least refresh(Node)) to refresh this data structure whenever the
  1749   ///digraph changes. This is a time consuming (superlinearly proportional
  1750   ///(<em>O</em>(<em>m</em> log<em>m</em>)) to the number of arcs).
  1751   ///
  1752   ///\tparam GR The type of the underlying digraph.
  1753   ///
  1754   ///\sa DynArcLookUp
  1755   ///\sa ArcLookUp
  1756   template<class GR>
  1757   class AllArcLookUp : public ArcLookUp<GR>
  1758   {
  1759     using ArcLookUp<GR>::_g;
  1760     using ArcLookUp<GR>::_right;
  1761     using ArcLookUp<GR>::_left;
  1762     using ArcLookUp<GR>::_head;
  1763 
  1764     TEMPLATE_DIGRAPH_TYPEDEFS(GR);
  1765 
  1766     typename GR::template ArcMap<Arc> _next;
  1767 
  1768     Arc refreshNext(Arc head,Arc next=INVALID)
  1769     {
  1770       if(head==INVALID) return next;
  1771       else {
  1772         next=refreshNext(_right[head],next);
  1773         _next[head]=( next!=INVALID && _g.target(next)==_g.target(head))
  1774           ? next : INVALID;
  1775         return refreshNext(_left[head],head);
  1776       }
  1777     }
  1778 
  1779     void refreshNext()
  1780     {
  1781       for(NodeIt n(_g);n!=INVALID;++n) refreshNext(_head[n]);
  1782     }
  1783 
  1784   public:
  1785 
  1786     /// The Digraph type
  1787     typedef GR Digraph;
  1788 
  1789     ///Constructor
  1790 
  1791     ///Constructor.
  1792     ///
  1793     ///It builds up the search database, which remains valid until the digraph
  1794     ///changes.
  1795     AllArcLookUp(const Digraph &g) : ArcLookUp<GR>(g), _next(g) {refreshNext();}
  1796 
  1797     ///Refresh the data structure at a node.
  1798 
  1799     ///Build up the search database of node \c n.
  1800     ///
  1801     ///It runs in time <em>O</em>(<em>d</em> log<em>d</em>), where <em>d</em> is
  1802     ///the number of the outgoing arcs of \c n.
  1803     void refresh(Node n)
  1804     {
  1805       ArcLookUp<GR>::refresh(n);
  1806       refreshNext(_head[n]);
  1807     }
  1808 
  1809     ///Refresh the full data structure.
  1810 
  1811     ///Build up the full search database. In fact, it simply calls
  1812     ///\ref refresh(Node) "refresh(n)" for each node \c n.
  1813     ///
  1814     ///It runs in time <em>O</em>(<em>m</em> log<em>D</em>), where <em>m</em> is
  1815     ///the number of the arcs in the digraph and <em>D</em> is the maximum
  1816     ///out-degree of the digraph.
  1817     void refresh()
  1818     {
  1819       for(NodeIt n(_g);n!=INVALID;++n) refresh(_head[n]);
  1820     }
  1821 
  1822     ///Find an arc between two nodes.
  1823 
  1824     ///Find an arc between two nodes.
  1825     ///\param s The source node.
  1826     ///\param t The target node.
  1827     ///\param prev The previous arc between \c s and \c t. It it is INVALID or
  1828     ///not given, the operator finds the first appropriate arc.
  1829     ///\return An arc from \c s to \c t after \c prev or
  1830     ///\ref INVALID if there is no more.
  1831     ///
  1832     ///For example, you can count the number of arcs from \c u to \c v in the
  1833     ///following way.
  1834     ///\code
  1835     ///AllArcLookUp<ListDigraph> ae(g);
  1836     ///...
  1837     ///int n = 0;
  1838     ///for(Arc a = ae(u,v); a != INVALID; a=ae(u,v,a)) n++;
  1839     ///\endcode
  1840     ///
  1841     ///Finding the first arc take <em>O</em>(log<em>d</em>) time,
  1842     ///where <em>d</em> is the number of outgoing arcs of \c s. Then the
  1843     ///consecutive arcs are found in constant time.
  1844     ///
  1845     ///\warning If you change the digraph, refresh() must be called before using
  1846     ///this operator. If you change the outgoing arcs of
  1847     ///a single node \c n, then \ref refresh(Node) "refresh(n)" is enough.
  1848     ///
  1849 #ifdef DOXYGEN
  1850     Arc operator()(Node s, Node t, Arc prev=INVALID) const {}
  1851 #else
  1852     using ArcLookUp<GR>::operator() ;
  1853     Arc operator()(Node s, Node t, Arc prev) const
  1854     {
  1855       return prev==INVALID?(*this)(s,t):_next[prev];
  1856     }
  1857 #endif
  1858 
  1859   };
  1860 
  1861   /// @}
  1862 
  1863 } //namespace lemon
  1864 
  1865 #endif