madarasip@1186: /* -*- mode: C++; indent-tabs-mode: nil; -*-
madarasip@1186:  *
madarasip@1186:  * This file is a part of LEMON, a generic C++ optimization library.
madarasip@1186:  *
madarasip@1186:  * Copyright (C) 2015-2017
madarasip@1186:  * EMAXA Kutato-fejleszto Kft. (EMAXA Research Ltd.)
madarasip@1186:  *
madarasip@1186:  * Permission to use, modify and distribute this software is granted
madarasip@1186:  * provided that this copyright notice appears in all copies. For
madarasip@1186:  * precise terms see the accompanying LICENSE file.
madarasip@1186:  *
madarasip@1186:  * This software is provided "AS IS" with no warranty of any kind,
madarasip@1186:  * express or implied, and with no claim as to its suitability for any
madarasip@1186:  * purpose.
madarasip@1186:  *
madarasip@1186:  */
madarasip@1186: 
madarasip@1186: #ifndef LEMON_VF2PP_H
madarasip@1186: #define LEMON_VF2PP_H
madarasip@1186: 
madarasip@1186: ///\ingroup graph_properties
madarasip@1186: ///\file
madarasip@1186: ///\brief VF2 Plus Plus algorithm.
madarasip@1186: 
madarasip@1186: #include <lemon/core.h>
madarasip@1186: #include <lemon/concepts/graph.h>
madarasip@1186: #include <lemon/dfs.h>
madarasip@1186: #include <lemon/bfs.h>
madarasip@1186: #include <lemon/bits/vf2_internals.h>
madarasip@1186: 
madarasip@1186: 
madarasip@1186: #include <vector>
madarasip@1186: #include <algorithm>
madarasip@1186: #include <utility>
madarasip@1186: 
madarasip@1186: 
madarasip@1186: namespace lemon {
madarasip@1186:   namespace bits {
madarasip@1186:     namespace vf2pp {
madarasip@1186: 
madarasip@1186:       template <class G>
madarasip@1186:       class DfsLeaveOrder : public DfsVisitor<G> {
madarasip@1186:         int i;
madarasip@1186:         const G &_g;
madarasip@1186:         std::vector<typename G::Node> &_order;
madarasip@1186:       public:
madarasip@1186:         DfsLeaveOrder(const G &g, std::vector<typename G::Node> &order)
madarasip@1186:           : i(countNodes(g)), _g(g), _order(order) {
madarasip@1186:         }
madarasip@1186:         void leave(const typename G::Node &node) {
madarasip@1186:           _order[--i]=node;
madarasip@1186:         }
madarasip@1186:       };
madarasip@1186: 
madarasip@1186:       template <class G>
madarasip@1186:       class BfsLeaveOrder : public BfsVisitor<G> {
madarasip@1186:         int i;
madarasip@1186:         const G &_g;
madarasip@1186:         std::vector<typename G::Node> &_order;
madarasip@1186:       public:
madarasip@1186:         BfsLeaveOrder(const G &g, std::vector<typename G::Node> &order) { }
madarasip@1186:         void process(const typename G::Node &node) {
madarasip@1186:           _order[i++]=node;
madarasip@1186:         }
madarasip@1186:       };
madarasip@1186:     }
madarasip@1186:   }
madarasip@1186: 
madarasip@1186: 
madarasip@1186:   ///%VF2 Plus Plus algorithm class.
madarasip@1186: 
madarasip@1186:   ///\ingroup graph_isomorphism This class provides an efficient
madarasip@1186:   ///implementation of the %VF2 Plus Plus algorithm
madarasip@1186:   ///for variants of the (Sub)graph Isomorphism problem.
madarasip@1186:   ///
madarasip@1186:   ///There is also a \ref vf2pp() "function-type interface" called
madarasip@1186:   ///\ref vf2pp() for the %VF2 Plus Plus algorithm, which is probably
madarasip@1186:   ///more convenient in most use-cases.
madarasip@1186:   ///
madarasip@1186:   ///\tparam G1 The type of the graph to be embedded.
madarasip@1186:   ///The default type is \ref ListDigraph.
madarasip@1186:   ///\tparam G2 The type of the graph g1 will be embedded into.
madarasip@1186:   ///The default type is \ref ListDigraph.
madarasip@1186:   ///\tparam M The type of the NodeMap storing the mapping.
madarasip@1186:   ///By default, it is G1::NodeMap<G2::Node>
madarasip@1186:   ///\tparam M1 The type of the NodeMap storing the integer node labels of G1.
madarasip@1186:   ///The labels must be the numbers {0,1,2,..,K-1}, where K is the number of
madarasip@1186:   ///different labels. By default, it is G1::NodeMap<int>.
madarasip@1186:   ///\tparam M2 The type of the NodeMap storing the integer node labels of G2.
madarasip@1186:   ///The labels must be the numbers {0,1,2,..,K-1}, where K is the number of
madarasip@1186:   ///different labels. By default, it is G2::NodeMap<int>.
madarasip@1186:   ///
madarasip@1186:   ///\sa vf2pp()
madarasip@1186: #ifdef DOXYGEN
madarasip@1186:   template<class G1, class G2, class M, class M1, class M2 >
madarasip@1186: #else
madarasip@1186:   template<class G1=ListDigraph,
madarasip@1186:            class G2=ListDigraph,
madarasip@1186:            class M = typename G1::template NodeMap<G2::Node>,//the mapping
madarasip@1186:            //labels of G1,the labels are the numbers {0,1,2,..,K-1},
madarasip@1186:            //where K is the number of different labels
madarasip@1186:            class M1 = typename G1::template NodeMap<int>,
madarasip@1186:            //labels of G2, ...
madarasip@1186:            class M2 = typename G2::template NodeMap<int> >
madarasip@1186: #endif
madarasip@1186:   class Vf2pp {
madarasip@1186:     //Current depth in the search tree.
madarasip@1186:     int _depth;
madarasip@1186: 
madarasip@1186:     //_conn[v2] = number of covered neighbours of v2
madarasip@1186:     typename G2::template NodeMap<int> _conn;
madarasip@1186: 
madarasip@1186:     //The current mapping. _mapping[v1]=v2 iff v1 has been mapped to v2,
madarasip@1186:     //where v1 is a node of G1 and v2 is a node of G2
madarasip@1186:     M &_mapping;
madarasip@1186: 
madarasip@1186:     //order[i] is a node of g1, for which a pair is searched if depth=i
madarasip@1186:     std::vector<typename G1::Node> order;
madarasip@1186: 
madarasip@1186:     //currEdgeIts[i] is the last used edge iterator in the ith
madarasip@1186:     //depth to find a pair for node order[i]
madarasip@1186:     std::vector<typename G2::IncEdgeIt> currEdgeIts;
madarasip@1186: 
madarasip@1186:     //The small graph.
madarasip@1186:     const G1 &_g1;
madarasip@1186: 
madarasip@1186:     //The large graph.
madarasip@1186:     const G2 &_g2;
madarasip@1186: 
madarasip@1186:     //rNewLabels1[v] is a pair of form
madarasip@1186:     //(label; num. of uncov. nodes with such label and no covered neighbours)
madarasip@1186:     typename G1::template NodeMap<std::vector<std::pair<int,int> > >
madarasip@1186:     rNewLabels1;
madarasip@1186: 
madarasip@1186:     //rInOutLabels1[v] is the number of covered neighbours of v for each label
madarasip@1186:     //in form (label,number of such labels)
madarasip@1186:     typename G1::template NodeMap<std::vector<std::pair<int,int> > >
madarasip@1186:     rInOutLabels1;
madarasip@1186: 
madarasip@1186:     //_intLabels1[v]==i means that vertex v has the i label in
madarasip@1186:     //_g1 (i is in {0,1,2,..,K-1}, where K is the number of diff. labels)
madarasip@1186:     M1 &_intLabels1;
madarasip@1186: 
madarasip@1186:     //_intLabels2[v]==i means that vertex v has the i label in
madarasip@1186:     //_g2 (i is in {0,1,2,..,K-1}, where K is the number of diff. labels)
madarasip@1186:     M2 &_intLabels2;
madarasip@1186: 
madarasip@1186:     //largest label
madarasip@1186:     const int maxLabel;
madarasip@1186: 
madarasip@1186:     //lookup tables for manipulating with label class cardinalities
madarasip@1186:     //after use they have to be reset to 0..0
madarasip@1186:     std::vector<int> labelTmp1,labelTmp2;
madarasip@1186: 
madarasip@1186:     MappingType _mapping_type;
madarasip@1186: 
madarasip@1186:     //indicates whether the mapping or the labels must be deleted in the ctor
madarasip@1186:     bool _deallocMappingAfterUse,_deallocLabelsAfterUse;
madarasip@1186: 
madarasip@1186: 
madarasip@1186:     //improved cutting function
madarasip@1186:     template<MappingType MT>
madarasip@1186:     bool cutByLabels(const typename G1::Node n1,const typename G2::Node n2) {
madarasip@1186:       for(typename G2::IncEdgeIt e2(_g2,n2); e2!=INVALID; ++e2) {
madarasip@1186:         const typename G2::Node currNode=_g2.oppositeNode(n2,e2);
madarasip@1186:         if(_conn[currNode]>0)
madarasip@1186:           --labelTmp1[_intLabels2[currNode]];
madarasip@1186:         else if(MT!=SUBGRAPH&&_conn[currNode]==0)
madarasip@1186:           --labelTmp2[_intLabels2[currNode]];
madarasip@1186:       }
madarasip@1186: 
madarasip@1186:       bool ret=1;
madarasip@1186:       if(ret) {
madarasip@1186:         for(unsigned int i = 0; i < rInOutLabels1[n1].size(); ++i)
madarasip@1186:           labelTmp1[rInOutLabels1[n1][i].first]+=rInOutLabels1[n1][i].second;
madarasip@1186: 
madarasip@1186:         if(MT!=SUBGRAPH)
madarasip@1186:           for(unsigned int i = 0; i < rNewLabels1[n1].size(); ++i)
madarasip@1186:             labelTmp2[rNewLabels1[n1][i].first]+=rNewLabels1[n1][i].second;
madarasip@1186: 
madarasip@1186:         switch(MT) {
madarasip@1186:         case INDUCED:
madarasip@1186:           for(unsigned int i = 0; i < rInOutLabels1[n1].size(); ++i)
madarasip@1186:             if(labelTmp1[rInOutLabels1[n1][i].first]>0) {
madarasip@1186:               ret=0;
madarasip@1186:               break;
madarasip@1186:             }
madarasip@1186:           if(ret)
madarasip@1186:             for(unsigned int i = 0; i < rNewLabels1[n1].size(); ++i)
madarasip@1186:               if(labelTmp2[rNewLabels1[n1][i].first]>0) {
madarasip@1186:                 ret=0;
madarasip@1186:                 break;
madarasip@1186:               }
madarasip@1186:           break;
madarasip@1186:         case SUBGRAPH:
madarasip@1186:           for(unsigned int i = 0; i < rInOutLabels1[n1].size(); ++i)
madarasip@1186:             if(labelTmp1[rInOutLabels1[n1][i].first]>0) {
madarasip@1186:               ret=0;
madarasip@1186:               break;
madarasip@1186:             }
madarasip@1186:           break;
madarasip@1186:         case ISOMORPH:
madarasip@1186:           for(unsigned int i = 0; i < rInOutLabels1[n1].size(); ++i)
madarasip@1186:             if(labelTmp1[rInOutLabels1[n1][i].first]!=0) {
madarasip@1186:               ret=0;
madarasip@1186:               break;
madarasip@1186:             }
madarasip@1186:           if(ret)
madarasip@1186:             for(unsigned int i = 0; i < rNewLabels1[n1].size(); ++i)
madarasip@1186:               if(labelTmp2[rNewLabels1[n1][i].first]!=0) {
madarasip@1186:                 ret=0;
madarasip@1186:                 break;
madarasip@1186:               }
madarasip@1186:           break;
madarasip@1186:         default:
madarasip@1186:           return false;
madarasip@1186:         }
madarasip@1186:         for(unsigned int i = 0; i < rInOutLabels1[n1].size(); ++i)
madarasip@1186:           labelTmp1[rInOutLabels1[n1][i].first]=0;
madarasip@1186: 
madarasip@1186:         if(MT!=SUBGRAPH)
madarasip@1186:           for(unsigned int i = 0; i < rNewLabels1[n1].size(); ++i)
madarasip@1186:             labelTmp2[rNewLabels1[n1][i].first]=0;
madarasip@1186:       }
madarasip@1186: 
madarasip@1186:       for(typename G2::IncEdgeIt e2(_g2,n2); e2!=INVALID; ++e2) {
madarasip@1186:         const typename G2::Node currNode=_g2.oppositeNode(n2,e2);
madarasip@1186:         labelTmp1[_intLabels2[currNode]]=0;
madarasip@1186:         if(MT!=SUBGRAPH&&_conn[currNode]==0)
madarasip@1186:           labelTmp2[_intLabels2[currNode]]=0;
madarasip@1186:       }
madarasip@1186: 
madarasip@1186:       return ret;
madarasip@1186:     }
madarasip@1186: 
madarasip@1186: 
madarasip@1186:     //try to exclude the matching of n1 and n2
madarasip@1186:     template<MappingType MT>
madarasip@1186:     bool feas(const typename G1::Node n1,const typename G2::Node n2) {
madarasip@1186:       if(_intLabels1[n1]!=_intLabels2[n2])
madarasip@1186:         return 0;
madarasip@1186: 
madarasip@1186:       for(typename G1::IncEdgeIt e1(_g1,n1); e1!=INVALID; ++e1) {
madarasip@1186:         const typename G1::Node& currNode=_g1.oppositeNode(n1,e1);
madarasip@1186:         if(_mapping[currNode]!=INVALID)
madarasip@1186:           --_conn[_mapping[currNode]];
madarasip@1186:       }
madarasip@1186: 
madarasip@1186:       bool isIso=1;
madarasip@1186:       for(typename G2::IncEdgeIt e2(_g2,n2); e2!=INVALID; ++e2) {
madarasip@1186:         int& connCurrNode = _conn[_g2.oppositeNode(n2,e2)];
madarasip@1186:         if(connCurrNode<-1)
madarasip@1186:           ++connCurrNode;
madarasip@1186:         else if(MT!=SUBGRAPH&&connCurrNode==-1) {
madarasip@1186:           isIso=0;
madarasip@1186:           break;
madarasip@1186:         }
madarasip@1186:       }
madarasip@1186: 
madarasip@1186:       if(isIso)
madarasip@1186:         for(typename G1::IncEdgeIt e1(_g1,n1); e1!=INVALID; ++e1) {
madarasip@1186:           const typename G2::Node& currNodePair =
madarasip@1186:             _mapping[_g1.oppositeNode(n1,e1)];
madarasip@1186:           int& connCurrNodePair=_conn[currNodePair];
madarasip@1186:           if(currNodePair!=INVALID&&connCurrNodePair!=-1) {
madarasip@1186:             switch(MT){
madarasip@1186:             case INDUCED:
madarasip@1186:             case ISOMORPH:
madarasip@1186:               isIso=0;
madarasip@1186:               break;
madarasip@1186:             case SUBGRAPH:
madarasip@1186:               if(connCurrNodePair<-1)
madarasip@1186:                 isIso=0;
madarasip@1186:               break;
madarasip@1186:             }
madarasip@1186:             connCurrNodePair=-1;
madarasip@1186:           }
madarasip@1186:         }
madarasip@1186:       else
madarasip@1186:         for(typename G1::IncEdgeIt e1(_g1,n1); e1!=INVALID; ++e1) {
madarasip@1186:           const typename G2::Node currNode=_mapping[_g1.oppositeNode(n1,e1)];
madarasip@1186:           if(currNode!=INVALID/*&&_conn[currNode]!=-1*/)
madarasip@1186:             _conn[currNode]=-1;
madarasip@1186:         }
madarasip@1186: 
madarasip@1186:       return isIso&&cutByLabels<MT>(n1,n2);
madarasip@1186:     }
madarasip@1186: 
madarasip@1186: 
madarasip@1186:     //matches n1 and n2
madarasip@1186:     void addPair(const typename G1::Node n1,const typename G2::Node n2) {
madarasip@1186:       _conn[n2]=-1;
madarasip@1186:       _mapping.set(n1,n2);
madarasip@1186:       for(typename G2::IncEdgeIt e2(_g2,n2); e2!=INVALID; ++e2) {
madarasip@1186:         int& currConn = _conn[_g2.oppositeNode(n2,e2)];
madarasip@1186:         if(currConn!=-1)
madarasip@1186:           ++currConn;
madarasip@1186:       }
madarasip@1186:     }
madarasip@1186: 
madarasip@1186: 
madarasip@1186:     //dematches n1 and n2
madarasip@1186:     void subPair(const typename G1::Node n1,const typename G2::Node n2) {
madarasip@1186:       _conn[n2]=0;
madarasip@1186:       _mapping.set(n1,INVALID);
madarasip@1186:       for(typename G2::IncEdgeIt e2(_g2,n2); e2!=INVALID; ++e2){
madarasip@1186:         int& currConn = _conn[_g2.oppositeNode(n2,e2)];
madarasip@1186:         if(currConn>0)
madarasip@1186:           --currConn;
madarasip@1186:         else if(currConn==-1)
madarasip@1186:           ++_conn[n2];
madarasip@1186:       }
madarasip@1186:     }
madarasip@1186: 
madarasip@1186: 
madarasip@1186:     void processBFSLevel(typename G1::Node source,unsigned int& orderIndex,
madarasip@1186:                          typename G1::template NodeMap<int>& dm1,
madarasip@1186:                          typename G1::template NodeMap<bool>& added) {
madarasip@1186:       order[orderIndex]=source;
madarasip@1186:       added[source]=1;
madarasip@1186: 
madarasip@1186:       unsigned int endPosOfLevel=orderIndex,
madarasip@1186:         startPosOfLevel=orderIndex,
madarasip@1186:         lastAdded=orderIndex;
madarasip@1186: 
madarasip@1186:       typename G1::template NodeMap<int> currConn(_g1,0);
madarasip@1186: 
madarasip@1186:       while(orderIndex<=lastAdded){
madarasip@1186:         typename G1::Node currNode = order[orderIndex];
madarasip@1186:         for(typename G1::IncEdgeIt e(_g1,currNode); e!=INVALID; ++e) {
madarasip@1186:           typename G1::Node n = _g1.oppositeNode(currNode,e);
madarasip@1186:           if(!added[n]) {
madarasip@1186:             order[++lastAdded]=n;
madarasip@1186:             added[n]=1;
madarasip@1186:           }
madarasip@1186:         }
madarasip@1186:         if(orderIndex>endPosOfLevel){
madarasip@1186:           for(unsigned int j = startPosOfLevel; j <= endPosOfLevel; ++j) {
madarasip@1186:             int minInd=j;
madarasip@1186:             for(unsigned int i = j+1; i <= endPosOfLevel; ++i)
madarasip@1186:               if(currConn[order[i]]>currConn[order[minInd]]||
madarasip@1186:                  (currConn[order[i]]==currConn[order[minInd]]&&
madarasip@1186:                   (dm1[order[i]]>dm1[order[minInd]]||
madarasip@1186:                    (dm1[order[i]]==dm1[order[minInd]]&&
madarasip@1186:                     labelTmp1[_intLabels1[order[minInd]]]>
madarasip@1186:                     labelTmp1[_intLabels1[order[i]]]))))
madarasip@1186:                 minInd=i;
madarasip@1186: 
madarasip@1186:             --labelTmp1[_intLabels1[order[minInd]]];
madarasip@1186:             for(typename G1::IncEdgeIt e(_g1,order[minInd]); e!=INVALID; ++e)
madarasip@1186:               ++currConn[_g1.oppositeNode(order[minInd],e)];
madarasip@1186:             std::swap(order[j],order[minInd]);
madarasip@1186:           }
madarasip@1186:           startPosOfLevel=endPosOfLevel+1;
madarasip@1186:           endPosOfLevel=lastAdded;
madarasip@1186:         }
madarasip@1186:         ++orderIndex;
madarasip@1186:       }
madarasip@1186:     }
madarasip@1186: 
madarasip@1186: 
madarasip@1186:     //we will find pairs for the nodes of g1 in this order
madarasip@1186:     void setOrder(){
madarasip@1186:       for(typename G2::NodeIt n2(_g2); n2!=INVALID; ++n2)
madarasip@1186:         ++labelTmp1[_intLabels2[n2]];
madarasip@1186: 
madarasip@1186:       //       OutDegMap<G1> dm1(_g1);
madarasip@1186:       typename G1::template NodeMap<int> dm1(_g1,0);
madarasip@1186:       for(typename G1::EdgeIt e(_g1); e!=INVALID; ++e) {
madarasip@1186:         ++dm1[_g1.u(e)];
madarasip@1186:         ++dm1[_g1.v(e)];
madarasip@1186:       }
madarasip@1186: 
madarasip@1186:       typename G1::template NodeMap<bool> added(_g1,0);
madarasip@1186:       unsigned int orderIndex=0;
madarasip@1186: 
madarasip@1186:       for(typename G1::NodeIt n(_g1); n!=INVALID;) {
madarasip@1186:         if(!added[n]){
madarasip@1186:           typename G1::Node minNode = n;
madarasip@1186:           for(typename G1::NodeIt n1(_g1,minNode); n1!=INVALID; ++n1)
madarasip@1186:             if(!added[n1] &&
madarasip@1186:                (labelTmp1[_intLabels1[minNode]]>
madarasip@1186:                 labelTmp1[_intLabels1[n1]]||(dm1[minNode]<dm1[n1]&&
madarasip@1186:                                              labelTmp1[_intLabels1[minNode]]==
madarasip@1186:                                              labelTmp1[_intLabels1[n1]])))
madarasip@1186:               minNode=n1;
madarasip@1186:           processBFSLevel(minNode,orderIndex,dm1,added);
madarasip@1186:         }
madarasip@1186:         else
madarasip@1186:           ++n;
madarasip@1186:       }
madarasip@1186:       for(unsigned int i = 0; i < labelTmp1.size(); ++i)
madarasip@1186:         labelTmp1[i]=0;
madarasip@1186:     }
madarasip@1186: 
madarasip@1186: 
madarasip@1186:     template<MappingType MT>
madarasip@1186:     bool extMatch(){
madarasip@1186:       while(_depth>=0) {
madarasip@1186:         //there is no node in g1, which has not pair in g2.
madarasip@1186:         if(_depth==static_cast<int>(order.size())) {
madarasip@1186:           --_depth;
madarasip@1186:           return true;
madarasip@1186:         }
madarasip@1186:         typename G1::Node& nodeOfDepth = order[_depth];
madarasip@1186:         const typename G2::Node& pairOfNodeOfDepth = _mapping[nodeOfDepth];
madarasip@1186:         typename G2::IncEdgeIt &edgeItOfDepth = currEdgeIts[_depth];
madarasip@1186:         //the node of g2, which neighbours are the candidates for
madarasip@1186:         //the pair of order[_depth]
madarasip@1186:         typename G2::Node currPNode;
madarasip@1186:         if(edgeItOfDepth==INVALID){
madarasip@1186:           typename G1::IncEdgeIt fstMatchedE(_g1,nodeOfDepth);
madarasip@1186:           //if _mapping[order[_depth]]!=INVALID, we dont need
madarasip@1186:           //fstMatchedE
madarasip@1186:           if(pairOfNodeOfDepth==INVALID)
madarasip@1186:             for(; fstMatchedE!=INVALID &&
madarasip@1186:                   _mapping[_g1.oppositeNode(nodeOfDepth,
madarasip@1186:                                             fstMatchedE)]==INVALID;
madarasip@1186:                 ++fstMatchedE); //find fstMatchedE, it could be preprocessed
madarasip@1186:           if(fstMatchedE==INVALID||pairOfNodeOfDepth!=INVALID) {
madarasip@1186:             //We found no covered neighbours, this means
madarasip@1186:             //the graph is not connected(or _depth==0).  Each
madarasip@1186:             //uncovered(and there are some other properties due
madarasip@1186:             //to the spec. problem types) node of g2 is
madarasip@1186:             //candidate.  We can read the iterator of the last
madarasip@1186:             //tried node from the match if it is not the first
madarasip@1186:             //try(match[nodeOfDepth]!=INVALID)
madarasip@1186:             typename G2::NodeIt n2(_g2);
madarasip@1186:             //if it's not the first try
madarasip@1186:             if(pairOfNodeOfDepth!=INVALID) {
madarasip@1186:               n2=++typename G2::NodeIt(_g2,pairOfNodeOfDepth);
madarasip@1186:               subPair(nodeOfDepth,pairOfNodeOfDepth);
madarasip@1186:             }
madarasip@1186:             for(; n2!=INVALID; ++n2)
madarasip@1186:               if(MT!=SUBGRAPH) {
madarasip@1186:                 if(_conn[n2]==0&&feas<MT>(nodeOfDepth,n2))
madarasip@1186:                   break;
madarasip@1186:               }
madarasip@1186:               else if(_conn[n2]>=0&&feas<MT>(nodeOfDepth,n2))
madarasip@1186:                 break;
madarasip@1186:             // n2 is the next candidate
madarasip@1186:             if(n2!=INVALID) {
madarasip@1186:               addPair(nodeOfDepth,n2);
madarasip@1186:               ++_depth;
madarasip@1186:             }
madarasip@1186:             else // there are no more candidates
madarasip@1186:               --_depth;
madarasip@1186:             continue;
madarasip@1186:           }
madarasip@1186:           else{
madarasip@1186:             currPNode=_mapping[_g1.oppositeNode(nodeOfDepth,
madarasip@1186:                                                 fstMatchedE)];
madarasip@1186:             edgeItOfDepth=typename G2::IncEdgeIt(_g2,currPNode);
madarasip@1186:           }
madarasip@1186:         }
madarasip@1186:         else{
madarasip@1186:           currPNode=_g2.oppositeNode(pairOfNodeOfDepth,
madarasip@1186:                                      edgeItOfDepth);
madarasip@1186:           subPair(nodeOfDepth,pairOfNodeOfDepth);
madarasip@1186:           ++edgeItOfDepth;
madarasip@1186:         }
madarasip@1186:         for(; edgeItOfDepth!=INVALID; ++edgeItOfDepth) {
madarasip@1186:           const typename G2::Node currNode =
madarasip@1186:             _g2.oppositeNode(currPNode, edgeItOfDepth);
madarasip@1186:           if(_conn[currNode]>0&&feas<MT>(nodeOfDepth,currNode)) {
madarasip@1186:             addPair(nodeOfDepth,currNode);
madarasip@1186:             break;
madarasip@1186:           }
madarasip@1186:         }
madarasip@1186:         edgeItOfDepth==INVALID?--_depth:++_depth;
madarasip@1186:       }
madarasip@1186:       return false;
madarasip@1186:     }
madarasip@1186: 
madarasip@1186:     //calc. the lookup table for cutting the searchtree
madarasip@1186:     void setRNew1tRInOut1t(){
madarasip@1186:       typename G1::template NodeMap<int> tmp(_g1,0);
madarasip@1186:       for(unsigned int i=0; i<order.size(); ++i) {
madarasip@1186:         tmp[order[i]]=-1;
madarasip@1186:         for(typename G1::IncEdgeIt e1(_g1,order[i]); e1!=INVALID; ++e1) {
madarasip@1186:           const typename G1::Node currNode=_g1.oppositeNode(order[i],e1);
madarasip@1186:           if(tmp[currNode]>0)
madarasip@1186:             ++labelTmp1[_intLabels1[currNode]];
madarasip@1186:           else if(tmp[currNode]==0)
madarasip@1186:             ++labelTmp2[_intLabels1[currNode]];
madarasip@1186:         }
madarasip@1186:         //labelTmp1[i]=number of neightbours with label i in set rInOut
madarasip@1186:         //labelTmp2[i]=number of neightbours with label i in set rNew
madarasip@1186:         for(typename G1::IncEdgeIt e1(_g1,order[i]); e1!=INVALID; ++e1) {
madarasip@1186:           const int& currIntLabel = _intLabels1[_g1.oppositeNode(order[i],e1)];
madarasip@1186:           if(labelTmp1[currIntLabel]>0) {
madarasip@1186:             rInOutLabels1[order[i]]
madarasip@1186:               .push_back(std::make_pair(currIntLabel,
madarasip@1186:                                         labelTmp1[currIntLabel]));
madarasip@1186:             labelTmp1[currIntLabel]=0;
madarasip@1186:           }
madarasip@1186:           else if(labelTmp2[currIntLabel]>0) {
madarasip@1186:             rNewLabels1[order[i]].
madarasip@1186:               push_back(std::make_pair(currIntLabel,labelTmp2[currIntLabel]));
madarasip@1186:             labelTmp2[currIntLabel]=0;
madarasip@1186:           }
madarasip@1186:         }
madarasip@1186: 
madarasip@1186:         for(typename G1::IncEdgeIt e1(_g1,order[i]); e1!=INVALID; ++e1) {
madarasip@1186:           int& tmpCurrNode=tmp[_g1.oppositeNode(order[i],e1)];
madarasip@1186:           if(tmpCurrNode!=-1)
madarasip@1186:             ++tmpCurrNode;
madarasip@1186:         }
madarasip@1186:       }
madarasip@1186:     }
madarasip@1186: 
madarasip@1186:     int getMaxLabel() const{
madarasip@1186:       int m=-1;
madarasip@1186:       for(typename G1::NodeIt n1(_g1); n1!=INVALID; ++n1) {
madarasip@1186:         const int& currIntLabel = _intLabels1[n1];
madarasip@1186:         if(currIntLabel>m)
madarasip@1186:           m=currIntLabel;
madarasip@1186:       }
madarasip@1186:       for(typename G2::NodeIt n2(_g2); n2!=INVALID; ++n2) {
madarasip@1186:         const int& currIntLabel = _intLabels2[n2];
madarasip@1186:         if(currIntLabel>m)
madarasip@1186:           m=currIntLabel;
madarasip@1186:       }
madarasip@1186:       return m;
madarasip@1186:     }
madarasip@1186: 
madarasip@1186:   public:
madarasip@1186:     ///Constructor
madarasip@1186: 
madarasip@1186:     ///Constructor.
madarasip@1186:     ///\param g1 The graph to be embedded.
madarasip@1186:     ///\param g2 The graph \e g1 will be embedded into.
madarasip@1186:     ///\param m The type of the NodeMap storing the mapping.
madarasip@1186:     ///By default, it is G1::NodeMap<G2::Node>
madarasip@1186:     ///\param intLabel1 The NodeMap storing the integer node labels of G1.
madarasip@1186:     ///The labels must be the numbers {0,1,2,..,K-1}, where K is the number of
madarasip@1186:     ///different labels.
madarasip@1186:     ///\param intLabel1 The NodeMap storing the integer node labels of G2.
madarasip@1186:     ///The labels must be the numbers {0,1,2,..,K-1}, where K is the number of
madarasip@1186:     ///different labels.
madarasip@1186:     Vf2pp(const G1 &g1, const G2 &g2,M &m, M1 &intLabels1, M2 &intLabels2) :
madarasip@1186:       _depth(0), _conn(g2,0), _mapping(m), order(countNodes(g1),INVALID),
madarasip@1186:       currEdgeIts(countNodes(g1),INVALID), _g1(g1), _g2(g2), rNewLabels1(_g1),
madarasip@1186:       rInOutLabels1(_g1), _intLabels1(intLabels1) ,_intLabels2(intLabels2),
madarasip@1186:       maxLabel(getMaxLabel()), labelTmp1(maxLabel+1),labelTmp2(maxLabel+1),
madarasip@1186:       _mapping_type(SUBGRAPH), _deallocMappingAfterUse(0),
madarasip@1186:       _deallocLabelsAfterUse(0)
madarasip@1186:     {
madarasip@1186:       setOrder();
madarasip@1186:       setRNew1tRInOut1t();
madarasip@1186: 
madarasip@1186:       //reset mapping
madarasip@1186:       for(typename G1::NodeIt n(g1);n!=INVALID;++n)
madarasip@1186:         m[n]=INVALID;
madarasip@1186:     }
madarasip@1186: 
madarasip@1186:     ///Destructor
madarasip@1186: 
madarasip@1186:     ///Destructor.
madarasip@1186:     ///
madarasip@1186:     ~Vf2pp()
madarasip@1186:     {
madarasip@1186:       if(_deallocMappingAfterUse)
madarasip@1186:         delete &_mapping;
madarasip@1186:       if(_deallocLabelsAfterUse) {
madarasip@1186:         delete &_intLabels1;
madarasip@1186:         delete &_intLabels2;
madarasip@1186:       }
madarasip@1186:     }
madarasip@1186: 
madarasip@1186:     ///Returns the current mapping type.
madarasip@1186: 
madarasip@1186:     ///Returns the current mapping type.
madarasip@1186:     ///
madarasip@1186:     MappingType mappingType() const
madarasip@1186:     {
madarasip@1186:       return _mapping_type;
madarasip@1186:     }
madarasip@1186: 
madarasip@1186:     ///Sets the mapping type
madarasip@1186: 
madarasip@1186:     ///Sets the mapping type.
madarasip@1186:     ///
madarasip@1186:     ///The mapping type is set to \ref SUBGRAPH by default.
madarasip@1186:     ///
madarasip@1186:     ///\sa See \ref MappingType for the possible values.
madarasip@1186:     void mappingType(MappingType m_type)
madarasip@1186:     {
madarasip@1186:       _mapping_type = m_type;
madarasip@1186:     }
madarasip@1186: 
madarasip@1186:     ///Finds a mapping.
madarasip@1186: 
madarasip@1186:     ///This method finds a mapping from g1 into g2 according to the mapping
madarasip@1186:     ///type set by \ref mappingType(MappingType) "mappingType()".
madarasip@1186:     ///
madarasip@1186:     ///By subsequent calls, it returns all possible mappings one-by-one.
madarasip@1186:     ///
madarasip@1186:     ///\retval true if a mapping is found.
madarasip@1186:     ///\retval false if there is no (more) mapping.
madarasip@1186:     bool find()
madarasip@1186:     {
madarasip@1186:       switch(_mapping_type)
madarasip@1186:         {
madarasip@1186:         case SUBGRAPH:
madarasip@1186:           return extMatch<SUBGRAPH>();
madarasip@1186:         case INDUCED:
madarasip@1186:           return extMatch<INDUCED>();
madarasip@1186:         case ISOMORPH:
madarasip@1186:           return extMatch<ISOMORPH>();
madarasip@1186:         default:
madarasip@1186:           return false;
madarasip@1186:         }
madarasip@1186:     }
madarasip@1186:   };
madarasip@1186: 
madarasip@1186:   template<typename G1, typename G2>
madarasip@1186:   class Vf2ppWizardBase {
madarasip@1186:   protected:
madarasip@1186:     typedef G1 Graph1;
madarasip@1186:     typedef G2 Graph2;
madarasip@1186: 
madarasip@1186:     const G1 &_g1;
madarasip@1186:     const G2 &_g2;
madarasip@1186: 
madarasip@1186:     MappingType _mapping_type;
madarasip@1186: 
madarasip@1186:     typedef typename G1::template NodeMap<typename G2::Node> Mapping;
madarasip@1186:     bool _local_mapping;
madarasip@1186:     void *_mapping;
madarasip@1186:     void createMapping() {
madarasip@1186:       _mapping = new Mapping(_g1);
madarasip@1186:     }
madarasip@1186: 
madarasip@1186:     bool _local_nodeLabels;
madarasip@1186:     typedef typename G1::template NodeMap<int> NodeLabels1;
madarasip@1186:     typedef typename G2::template NodeMap<int> NodeLabels2;
madarasip@1186:     void *_nodeLabels1, *_nodeLabels2;
madarasip@1186:     void createNodeLabels() {
madarasip@1186:       _nodeLabels1 = new NodeLabels1(_g1,0);
madarasip@1186:       _nodeLabels2 = new NodeLabels2(_g2,0);
madarasip@1186:     }
madarasip@1186: 
madarasip@1186:     Vf2ppWizardBase(const G1 &g1,const G2 &g2)
madarasip@1186:       : _g1(g1), _g2(g2), _mapping_type(SUBGRAPH),
madarasip@1186:         _local_mapping(1), _local_nodeLabels(1) { }
madarasip@1186:   };
madarasip@1186: 
madarasip@1186: 
madarasip@1186:   /// \brief Auxiliary class for the function-type interface of %VF2
madarasip@1186:   /// Plus Plus algorithm.
madarasip@1186:   ///
madarasip@1186:   /// This auxiliary class implements the named parameters of
madarasip@1186:   /// \ref vf2pp() "function-type interface" of \ref Vf2pp algorithm.
madarasip@1186:   ///
madarasip@1186:   /// \warning This class is not to be used directly.
madarasip@1186:   ///
madarasip@1186:   /// \tparam TR The traits class that defines various types used by the
madarasip@1186:   /// algorithm.
madarasip@1186:   template<typename TR>
madarasip@1186:   class Vf2ppWizard : public TR {
madarasip@1186:     typedef TR Base;
madarasip@1186:     typedef typename TR::Graph1 Graph1;
madarasip@1186:     typedef typename TR::Graph2 Graph2;
madarasip@1186:     typedef typename TR::Mapping Mapping;
madarasip@1186:     typedef typename TR::NodeLabels1 NodeLabels1;
madarasip@1186:     typedef typename TR::NodeLabels2 NodeLabels2;
madarasip@1186: 
madarasip@1186:     using TR::_g1;
madarasip@1186:     using TR::_g2;
madarasip@1186:     using TR::_mapping_type;
madarasip@1186:     using TR::_mapping;
madarasip@1186:     using TR::_nodeLabels1;
madarasip@1186:     using TR::_nodeLabels2;
madarasip@1186: 
madarasip@1186:   public:
madarasip@1186:     ///Constructor
madarasip@1186:     Vf2ppWizard(const Graph1 &g1,const Graph2 &g2) : Base(g1,g2) { }
madarasip@1186: 
madarasip@1186:     ///Copy constructor
madarasip@1186:     Vf2ppWizard(const Base &b) : Base(b) {}
madarasip@1186: 
madarasip@1186: 
madarasip@1186:     template<typename T>
madarasip@1186:     struct SetMappingBase : public Base {
madarasip@1186:       typedef T Mapping;
madarasip@1186:       SetMappingBase(const Base &b) : Base(b) { }
madarasip@1186:     };
madarasip@1186: 
madarasip@1186:     ///\brief \ref named-templ-param "Named parameter" for setting
madarasip@1186:     ///the mapping.
madarasip@1186:     ///
madarasip@1186:     ///\ref named-templ-param "Named parameter" function for setting
madarasip@1186:     ///the map that stores the found embedding.
madarasip@1186:     template<typename T>
madarasip@1186:     Vf2ppWizard< SetMappingBase<T> > mapping(const T &t) {
madarasip@1186:       Base::_mapping=reinterpret_cast<void*>(const_cast<T*>(&t));
madarasip@1186:       Base::_local_mapping = 0;
madarasip@1186:       return Vf2ppWizard<SetMappingBase<T> >(*this);
madarasip@1186:     }
madarasip@1186: 
madarasip@1186:     template<typename NL1, typename NL2>
madarasip@1186:     struct SetNodeLabelsBase : public Base {
madarasip@1186:       typedef NL1 NodeLabels1;
madarasip@1186:       typedef NL2 NodeLabels2;
madarasip@1186:       SetNodeLabelsBase(const Base &b) : Base(b) { }
madarasip@1186:     };
madarasip@1186: 
madarasip@1186:     ///\brief \ref named-templ-param "Named parameter" for setting the
madarasip@1186:     ///node labels.
madarasip@1186:     ///
madarasip@1186:     ///\ref named-templ-param "Named parameter" function for setting
madarasip@1186:     ///the node labels.
madarasip@1186:     ///
madarasip@1186:     ///\param nodeLabels1 A \ref concepts::ReadMap "readable node map"
madarasip@1186:     ///of g1 with integer value. In case of K different labels, the labels
madarasip@1186:     ///must be the {0,1,..,K-1} numbers.
madarasip@1186:     ///\param nodeLabels2 A \ref concepts::ReadMap "readable node map"
madarasip@1186:     ///of g2 with integer value. In case of K different labels, the labels
madarasip@1186:     ///must be the {0,1,..,K-1} numbers.
madarasip@1186:     template<typename NL1, typename NL2>
madarasip@1186:     Vf2ppWizard< SetNodeLabelsBase<NL1,NL2> >
madarasip@1186:     nodeLabels(const NL1 &nodeLabels1, const NL2 &nodeLabels2) {
madarasip@1186:       Base::_local_nodeLabels = 0;
madarasip@1186:       Base::_nodeLabels1=
madarasip@1186:         reinterpret_cast<void*>(const_cast<NL1*>(&nodeLabels1));
madarasip@1186:       Base::_nodeLabels2=
madarasip@1186:         reinterpret_cast<void*>(const_cast<NL2*>(&nodeLabels2));
madarasip@1186:       return Vf2ppWizard<SetNodeLabelsBase<NL1,NL2> >
madarasip@1186:         (SetNodeLabelsBase<NL1,NL2>(*this));
madarasip@1186:     }
madarasip@1186: 
madarasip@1186: 
madarasip@1186:     ///\brief \ref named-templ-param "Named parameter" for setting
madarasip@1186:     ///the mapping type.
madarasip@1186:     ///
madarasip@1186:     ///\ref named-templ-param "Named parameter" for setting
madarasip@1186:     ///the mapping type.
madarasip@1186:     ///
madarasip@1186:     ///The mapping type is set to \ref SUBGRAPH by default.
madarasip@1186:     ///
madarasip@1186:     ///\sa See \ref MappingType for the possible values.
madarasip@1186:     Vf2ppWizard<Base> &mappingType(MappingType m_type) {
madarasip@1186:       _mapping_type = m_type;
madarasip@1186:       return *this;
madarasip@1186:     }
madarasip@1186: 
madarasip@1186:     ///\brief \ref named-templ-param "Named parameter" for setting
madarasip@1186:     ///the mapping type to \ref INDUCED.
madarasip@1186:     ///
madarasip@1186:     ///\ref named-templ-param "Named parameter" for setting
madarasip@1186:     ///the mapping type to \ref INDUCED.
madarasip@1186:     Vf2ppWizard<Base> &induced() {
madarasip@1186:       _mapping_type = INDUCED;
madarasip@1186:       return *this;
madarasip@1186:     }
madarasip@1186: 
madarasip@1186:     ///\brief \ref named-templ-param "Named parameter" for setting
madarasip@1186:     ///the mapping type to \ref ISOMORPH.
madarasip@1186:     ///
madarasip@1186:     ///\ref named-templ-param "Named parameter" for setting
madarasip@1186:     ///the mapping type to \ref ISOMORPH.
madarasip@1186:     Vf2ppWizard<Base> &iso() {
madarasip@1186:       _mapping_type = ISOMORPH;
madarasip@1186:       return *this;
madarasip@1186:     }
madarasip@1186: 
madarasip@1186:     ///Runs the %VF2 Plus Plus algorithm.
madarasip@1186: 
madarasip@1186:     ///This method runs the VF2 Plus Plus algorithm.
madarasip@1186:     ///
madarasip@1186:     ///\retval true if a mapping is found.
madarasip@1186:     ///\retval false if there is no mapping.
madarasip@1186:     bool run() {
madarasip@1186:       if(Base::_local_mapping)
madarasip@1186:         Base::createMapping();
madarasip@1186:       if(Base::_local_nodeLabels)
madarasip@1186:         Base::createNodeLabels();
madarasip@1186: 
madarasip@1186:       Vf2pp<Graph1, Graph2, Mapping, NodeLabels1, NodeLabels2 >
madarasip@1186:         alg(_g1, _g2, *reinterpret_cast<Mapping*>(_mapping),
madarasip@1186:             *reinterpret_cast<NodeLabels1*>(_nodeLabels1),
madarasip@1186:             *reinterpret_cast<NodeLabels2*>(_nodeLabels2));
madarasip@1186: 
madarasip@1186:       alg.mappingType(_mapping_type);
madarasip@1186: 
madarasip@1186:       const bool ret = alg.find();
madarasip@1186: 
madarasip@1186:       if(Base::_local_nodeLabels) {
madarasip@1186:         delete reinterpret_cast<NodeLabels1*>(_nodeLabels1);
madarasip@1186:         delete reinterpret_cast<NodeLabels2*>(_nodeLabels2);
madarasip@1186:       }
madarasip@1186:       if(Base::_local_mapping)
madarasip@1186:         delete reinterpret_cast<Mapping*>(_mapping);
madarasip@1186: 
madarasip@1186:       return ret;
madarasip@1186:     }
madarasip@1186: 
madarasip@1186:     ///Get a pointer to the generated Vf2pp object.
madarasip@1186: 
madarasip@1186:     ///Gives a pointer to the generated Vf2pp object.
madarasip@1186:     ///
madarasip@1186:     ///\return Pointer to the generated Vf2pp object.
madarasip@1186:     ///\warning Don't forget to delete the referred Vf2pp object after use.
madarasip@1186:     Vf2pp<Graph1, Graph2, Mapping, NodeLabels1, NodeLabels2 >*
madarasip@1186:     getPtrToVf2ppObject(){
madarasip@1186:       if(Base::_local_mapping)
madarasip@1186:         Base::createMapping();
madarasip@1186:       if(Base::_local_nodeLabels)
madarasip@1186:         Base::createNodeLabels();
madarasip@1186: 
madarasip@1186:       Vf2pp<Graph1, Graph2, Mapping, NodeLabels1, NodeLabels2 >* ptr =
madarasip@1186:         new Vf2pp<Graph1, Graph2, Mapping, NodeLabels1, NodeLabels2>
madarasip@1186:         (_g1, _g2, *reinterpret_cast<Mapping*>(_mapping),
madarasip@1186:          *reinterpret_cast<NodeLabels1*>(_nodeLabels1),
madarasip@1186:          *reinterpret_cast<NodeLabels2*>(_nodeLabels2));
madarasip@1186:       ptr->mappingType(_mapping_type);
madarasip@1186:       if(Base::_local_mapping)
madarasip@1186:         ptr->_deallocMappingAfterUse=true;
madarasip@1186:       if(Base::_local_nodeLabels)
madarasip@1186:         ptr->_deallocLabelMapsAfterUse=true;
madarasip@1186: 
madarasip@1186:       return ptr;
madarasip@1186:     }
madarasip@1186: 
madarasip@1186:     ///Counts the number of mappings.
madarasip@1186: 
madarasip@1186:     ///This method counts the number of mappings.
madarasip@1186:     ///
madarasip@1186:     /// \return The number of mappings.
madarasip@1186:     int count() {
madarasip@1186:       if(Base::_local_mapping)
madarasip@1186:         Base::createMapping();
madarasip@1186:       if(Base::_local_nodeLabels)
madarasip@1186:         Base::createNodeLabels();
madarasip@1186: 
madarasip@1186:       Vf2pp<Graph1, Graph2, Mapping, NodeLabels1, NodeLabels2>
madarasip@1186:         alg(_g1, _g2, *reinterpret_cast<Mapping*>(_mapping),
madarasip@1186:             *reinterpret_cast<NodeLabels1*>(_nodeLabels1),
madarasip@1186:             *reinterpret_cast<NodeLabels2*>(_nodeLabels2));
madarasip@1186: 
madarasip@1186:       alg.mappingType(_mapping_type);
madarasip@1186: 
madarasip@1186:       int ret = 0;
madarasip@1186:       while(alg.find())
madarasip@1186:         ++ret;
madarasip@1186: 
madarasip@1186:       if(Base::_local_nodeLabels) {
madarasip@1186:         delete reinterpret_cast<NodeLabels1*>(_nodeLabels1);
madarasip@1186:         delete reinterpret_cast<NodeLabels2*>(_nodeLabels2);
madarasip@1186:       }
madarasip@1186:       if(Base::_local_mapping)
madarasip@1186:         delete reinterpret_cast<Mapping*>(_mapping);
madarasip@1186: 
madarasip@1186:       return ret;
madarasip@1186:     }
madarasip@1186:   };
madarasip@1186: 
madarasip@1186: 
madarasip@1186:   ///Function-type interface for VF2 Plus Plus algorithm.
madarasip@1186: 
madarasip@1186:   /// \ingroup graph_isomorphism
madarasip@1186:   ///Function-type interface for VF2 Plus Plus algorithm.
madarasip@1186:   ///
madarasip@1186:   ///This function has several \ref named-func-param "named parameters"
madarasip@1186:   ///declared as the members of class \ref Vf2ppWizard.
madarasip@1186:   ///The following examples show how to use these parameters.
madarasip@1186:   ///\code
madarasip@1186:   ///  ListGraph::NodeMap<ListGraph::Node> m(g);
madarasip@1186:   ///  // Find an embedding of graph g1 into graph g2
madarasip@1186:   ///  vf2pp(g1,g2).mapping(m).run();
madarasip@1186:   ///
madarasip@1186:   ///  // Check whether graphs g1 and g2 are isomorphic
madarasip@1186:   ///  bool is_iso = vf2pp(g1,g2).iso().run();
madarasip@1186:   ///
madarasip@1186:   ///  // Count the number of isomorphisms
madarasip@1186:   ///  int num_isos = vf2pp(g1,g2).iso().count();
madarasip@1186:   ///
madarasip@1186:   ///  // Iterate through all the induced subgraph mappings
madarasip@1186:   ///  //of graph g1 into g2 using the labels c1 and c2
madarasip@1186:   ///  auto* myVf2pp = vf2pp(g1,g2).mapping(m).nodeLabels(c1,c2)
madarasip@1186:   ///  .induced().getPtrToVf2Object();
madarasip@1186:   ///  while(myVf2pp->find()){
madarasip@1186:   ///    //process the current mapping m
madarasip@1186:   ///  }
madarasip@1186:   ///  delete myVf22pp;
madarasip@1186:   ///\endcode
madarasip@1186:   ///\warning Don't forget to put the \ref Vf2ppWizard::run() "run()",
madarasip@1186:   ///\ref Vf2ppWizard::count() "count()" or
madarasip@1186:   ///the \ref Vf2ppWizard::getPtrToVf2ppObject() "getPtrToVf2ppObject()"
madarasip@1186:   ///to the end of the expression.
madarasip@1186:   ///\sa Vf2ppWizard
madarasip@1186:   ///\sa Vf2pp
madarasip@1186:   template<class G1, class G2>
madarasip@1186:   Vf2ppWizard<Vf2ppWizardBase<G1,G2> > vf2pp(const G1 &g1, const G2 &g2) {
madarasip@1186:     return Vf2ppWizard<Vf2ppWizardBase<G1,G2> >(g1,g2);
madarasip@1186:   }
madarasip@1186: 
madarasip@1186: }
madarasip@1186: 
madarasip@1186: #endif
madarasip@1186: