lemon/dfs.h
author ladanyi
Fri, 14 Apr 2006 22:01:02 +0000
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     1 /* -*- C++ -*-
     2  *
     3  * This file is a part of LEMON, a generic C++ optimization library
     4  *
     5  * Copyright (C) 2003-2006
     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_DFS_H
    20 #define LEMON_DFS_H
    21 
    22 ///\ingroup flowalgs
    23 ///\file
    24 ///\brief Dfs algorithm.
    25 
    26 #include <lemon/list_graph.h>
    27 #include <lemon/graph_utils.h>
    28 #include <lemon/bits/invalid.h>
    29 #include <lemon/error.h>
    30 #include <lemon/maps.h>
    31 
    32 #include <lemon/concept_check.h>
    33 
    34 namespace lemon {
    35 
    36   
    37   ///Default traits class of Dfs class.
    38 
    39   ///Default traits class of Dfs class.
    40   ///\param GR Graph type.
    41   template<class GR>
    42   struct DfsDefaultTraits
    43   {
    44     ///The graph type the algorithm runs on. 
    45     typedef GR Graph;
    46     ///\brief The type of the map that stores the last
    47     ///edges of the %DFS paths.
    48     /// 
    49     ///The type of the map that stores the last
    50     ///edges of the %DFS paths.
    51     ///It must meet the \ref concept::WriteMap "WriteMap" concept.
    52     ///
    53     typedef typename Graph::template NodeMap<typename GR::Edge> PredMap;
    54     ///Instantiates a PredMap.
    55  
    56     ///This function instantiates a \ref PredMap. 
    57     ///\param G is the graph, to which we would like to define the PredMap.
    58     ///\todo The graph alone may be insufficient to initialize
    59     static PredMap *createPredMap(const GR &G) 
    60     {
    61       return new PredMap(G);
    62     }
    63 
    64     ///The type of the map that indicates which nodes are processed.
    65  
    66     ///The type of the map that indicates which nodes are processed.
    67     ///It must meet the \ref concept::WriteMap "WriteMap" concept.
    68     ///\todo named parameter to set this type, function to read and write.
    69     typedef NullMap<typename Graph::Node,bool> ProcessedMap;
    70     ///Instantiates a ProcessedMap.
    71  
    72     ///This function instantiates a \ref ProcessedMap. 
    73     ///\param g is the graph, to which
    74     ///we would like to define the \ref ProcessedMap
    75 #ifdef DOXYGEN
    76     static ProcessedMap *createProcessedMap(const GR &g)
    77 #else
    78     static ProcessedMap *createProcessedMap(const GR &)
    79 #endif
    80     {
    81       return new ProcessedMap();
    82     }
    83     ///The type of the map that indicates which nodes are reached.
    84  
    85     ///The type of the map that indicates which nodes are reached.
    86     ///It must meet the \ref concept::WriteMap "WriteMap" concept.
    87     ///\todo named parameter to set this type, function to read and write.
    88     typedef typename Graph::template NodeMap<bool> ReachedMap;
    89     ///Instantiates a ReachedMap.
    90  
    91     ///This function instantiates a \ref ReachedMap. 
    92     ///\param G is the graph, to which
    93     ///we would like to define the \ref ReachedMap.
    94     static ReachedMap *createReachedMap(const GR &G)
    95     {
    96       return new ReachedMap(G);
    97     }
    98     ///The type of the map that stores the dists of the nodes.
    99  
   100     ///The type of the map that stores the dists of the nodes.
   101     ///It must meet the \ref concept::WriteMap "WriteMap" concept.
   102     ///
   103     typedef typename Graph::template NodeMap<int> DistMap;
   104     ///Instantiates a DistMap.
   105  
   106     ///This function instantiates a \ref DistMap. 
   107     ///\param G is the graph, to which we would like to define the \ref DistMap
   108     static DistMap *createDistMap(const GR &G)
   109     {
   110       return new DistMap(G);
   111     }
   112   };
   113   
   114   ///%DFS algorithm class.
   115   
   116   ///\ingroup flowalgs
   117   ///This class provides an efficient implementation of the %DFS algorithm.
   118   ///
   119   ///\param GR The graph type the algorithm runs on. The default value is
   120   ///\ref ListGraph. The value of GR is not used directly by Dfs, it
   121   ///is only passed to \ref DfsDefaultTraits.
   122   ///\param TR Traits class to set various data types used by the algorithm.
   123   ///The default traits class is
   124   ///\ref DfsDefaultTraits "DfsDefaultTraits<GR>".
   125   ///See \ref DfsDefaultTraits for the documentation of
   126   ///a Dfs traits class.
   127   ///
   128   ///\author Jacint Szabo and Alpar Juttner
   129 #ifdef DOXYGEN
   130   template <typename GR,
   131 	    typename TR>
   132 #else
   133   template <typename GR=ListGraph,
   134 	    typename TR=DfsDefaultTraits<GR> >
   135 #endif
   136   class Dfs {
   137   public:
   138     /**
   139      * \brief \ref Exception for uninitialized parameters.
   140      *
   141      * This error represents problems in the initialization
   142      * of the parameters of the algorithms.
   143      */
   144     class UninitializedParameter : public lemon::UninitializedParameter {
   145     public:
   146       virtual const char* exceptionName() const {
   147 	return "lemon::Dfs::UninitializedParameter";
   148       }
   149     };
   150 
   151     typedef TR Traits;
   152     ///The type of the underlying graph.
   153     typedef typename TR::Graph Graph;
   154     ///\e
   155     typedef typename Graph::Node Node;
   156     ///\e
   157     typedef typename Graph::NodeIt NodeIt;
   158     ///\e
   159     typedef typename Graph::Edge Edge;
   160     ///\e
   161     typedef typename Graph::OutEdgeIt OutEdgeIt;
   162     
   163     ///\brief The type of the map that stores the last
   164     ///edges of the %DFS paths.
   165     typedef typename TR::PredMap PredMap;
   166     ///The type of the map indicating which nodes are reached.
   167     typedef typename TR::ReachedMap ReachedMap;
   168     ///The type of the map indicating which nodes are processed.
   169     typedef typename TR::ProcessedMap ProcessedMap;
   170     ///The type of the map that stores the dists of the nodes.
   171     typedef typename TR::DistMap DistMap;
   172   private:
   173     /// Pointer to the underlying graph.
   174     const Graph *G;
   175     ///Pointer to the map of predecessors edges.
   176     PredMap *_pred;
   177     ///Indicates if \ref _pred is locally allocated (\c true) or not.
   178     bool local_pred;
   179     ///Pointer to the map of distances.
   180     DistMap *_dist;
   181     ///Indicates if \ref _dist is locally allocated (\c true) or not.
   182     bool local_dist;
   183     ///Pointer to the map of reached status of the nodes.
   184     ReachedMap *_reached;
   185     ///Indicates if \ref _reached is locally allocated (\c true) or not.
   186     bool local_reached;
   187     ///Pointer to the map of processed status of the nodes.
   188     ProcessedMap *_processed;
   189     ///Indicates if \ref _processed is locally allocated (\c true) or not.
   190     bool local_processed;
   191 
   192     std::vector<typename Graph::OutEdgeIt> _stack;
   193     int _stack_head;
   194 
   195     ///Creates the maps if necessary.
   196     
   197     ///\todo Better memory allocation (instead of new).
   198     void create_maps() 
   199     {
   200       if(!_pred) {
   201 	local_pred = true;
   202 	_pred = Traits::createPredMap(*G);
   203       }
   204       if(!_dist) {
   205 	local_dist = true;
   206 	_dist = Traits::createDistMap(*G);
   207       }
   208       if(!_reached) {
   209 	local_reached = true;
   210 	_reached = Traits::createReachedMap(*G);
   211       }
   212       if(!_processed) {
   213 	local_processed = true;
   214 	_processed = Traits::createProcessedMap(*G);
   215       }
   216     }
   217 
   218   protected:
   219 
   220     Dfs() {}
   221     
   222   public:
   223 
   224     typedef Dfs Create;
   225 
   226     ///\name Named template parameters
   227 
   228     ///@{
   229 
   230     template <class T>
   231     struct DefPredMapTraits : public Traits {
   232       typedef T PredMap;
   233       static PredMap *createPredMap(const Graph &G) 
   234       {
   235 	throw UninitializedParameter();
   236       }
   237     };
   238     ///\ref named-templ-param "Named parameter" for setting PredMap type
   239 
   240     ///\ref named-templ-param "Named parameter" for setting PredMap type
   241     ///
   242     template <class T>
   243     struct DefPredMap : public Dfs<Graph, DefPredMapTraits<T> > {
   244       typedef Dfs<Graph, DefPredMapTraits<T> > Create;
   245     };
   246     
   247     
   248     template <class T>
   249     struct DefDistMapTraits : public Traits {
   250       typedef T DistMap;
   251       static DistMap *createDistMap(const Graph &G) 
   252       {
   253 	throw UninitializedParameter();
   254       }
   255     };
   256     ///\ref named-templ-param "Named parameter" for setting DistMap type
   257 
   258     ///\ref named-templ-param "Named parameter" for setting DistMap type
   259     ///
   260     template <class T>
   261     struct DefDistMap {
   262       typedef Dfs<Graph, DefDistMapTraits<T> > Create;
   263     };
   264     
   265     template <class T>
   266     struct DefReachedMapTraits : public Traits {
   267       typedef T ReachedMap;
   268       static ReachedMap *createReachedMap(const Graph &G) 
   269       {
   270 	throw UninitializedParameter();
   271       }
   272     };
   273     ///\ref named-templ-param "Named parameter" for setting ReachedMap type
   274 
   275     ///\ref named-templ-param "Named parameter" for setting ReachedMap type
   276     ///
   277     template <class T>
   278     struct DefReachedMap : public Dfs< Graph, DefReachedMapTraits<T> > {
   279       typedef Dfs< Graph, DefReachedMapTraits<T> > Create;
   280     };
   281 
   282     template <class T>
   283     struct DefProcessedMapTraits : public Traits {
   284       typedef T ProcessedMap;
   285       static ProcessedMap *createProcessedMap(const Graph &G) 
   286       {
   287 	throw UninitializedParameter();
   288       }
   289     };
   290     ///\ref named-templ-param "Named parameter" for setting ProcessedMap type
   291 
   292     ///\ref named-templ-param "Named parameter" for setting ProcessedMap type
   293     ///
   294     template <class T>
   295     struct DefProcessedMap : public Dfs< Graph, DefProcessedMapTraits<T> > { 
   296       typedef Dfs< Graph, DefProcessedMapTraits<T> > Create;
   297     };
   298     
   299     struct DefGraphProcessedMapTraits : public Traits {
   300       typedef typename Graph::template NodeMap<bool> ProcessedMap;
   301       static ProcessedMap *createProcessedMap(const Graph &G) 
   302       {
   303 	return new ProcessedMap(G);
   304       }
   305     };
   306     ///\brief \ref named-templ-param "Named parameter"
   307     ///for setting the ProcessedMap type to be Graph::NodeMap<bool>.
   308     ///
   309     ///\ref named-templ-param "Named parameter"
   310     ///for setting the ProcessedMap type to be Graph::NodeMap<bool>.
   311     ///If you don't set it explicitely, it will be automatically allocated.
   312     template <class T>
   313     class DefProcessedMapToBeDefaultMap :
   314       public Dfs< Graph, DefGraphProcessedMapTraits> { 
   315       typedef Dfs< Graph, DefGraphProcessedMapTraits> Create;
   316     };
   317     
   318     ///@}
   319 
   320   public:      
   321     
   322     ///Constructor.
   323     
   324     ///\param _G the graph the algorithm will run on.
   325     ///
   326     Dfs(const Graph& _G) :
   327       G(&_G),
   328       _pred(NULL), local_pred(false),
   329       _dist(NULL), local_dist(false),
   330       _reached(NULL), local_reached(false),
   331       _processed(NULL), local_processed(false)
   332     { }
   333     
   334     ///Destructor.
   335     ~Dfs() 
   336     {
   337       if(local_pred) delete _pred;
   338       if(local_dist) delete _dist;
   339       if(local_reached) delete _reached;
   340       if(local_processed) delete _processed;
   341     }
   342 
   343     ///Sets the map storing the predecessor edges.
   344 
   345     ///Sets the map storing the predecessor edges.
   346     ///If you don't use this function before calling \ref run(),
   347     ///it will allocate one. The destuctor deallocates this
   348     ///automatically allocated map, of course.
   349     ///\return <tt> (*this) </tt>
   350     Dfs &predMap(PredMap &m) 
   351     {
   352       if(local_pred) {
   353 	delete _pred;
   354 	local_pred=false;
   355       }
   356       _pred = &m;
   357       return *this;
   358     }
   359 
   360     ///Sets the map storing the distances calculated by the algorithm.
   361 
   362     ///Sets the map storing the distances calculated by the algorithm.
   363     ///If you don't use this function before calling \ref run(),
   364     ///it will allocate one. The destuctor deallocates this
   365     ///automatically allocated map, of course.
   366     ///\return <tt> (*this) </tt>
   367     Dfs &distMap(DistMap &m) 
   368     {
   369       if(local_dist) {
   370 	delete _dist;
   371 	local_dist=false;
   372       }
   373       _dist = &m;
   374       return *this;
   375     }
   376 
   377     ///Sets the map indicating if a node is reached.
   378 
   379     ///Sets the map indicating if a node is reached.
   380     ///If you don't use this function before calling \ref run(),
   381     ///it will allocate one. The destuctor deallocates this
   382     ///automatically allocated map, of course.
   383     ///\return <tt> (*this) </tt>
   384     Dfs &reachedMap(ReachedMap &m) 
   385     {
   386       if(local_reached) {
   387 	delete _reached;
   388 	local_reached=false;
   389       }
   390       _reached = &m;
   391       return *this;
   392     }
   393 
   394     ///Sets the map indicating if a node is processed.
   395 
   396     ///Sets the map indicating if a node is processed.
   397     ///If you don't use this function before calling \ref run(),
   398     ///it will allocate one. The destuctor deallocates this
   399     ///automatically allocated map, of course.
   400     ///\return <tt> (*this) </tt>
   401     Dfs &processedMap(ProcessedMap &m) 
   402     {
   403       if(local_processed) {
   404 	delete _processed;
   405 	local_processed=false;
   406       }
   407       _processed = &m;
   408       return *this;
   409     }
   410 
   411   public:
   412     ///\name Execution control
   413     ///The simplest way to execute the algorithm is to use
   414     ///one of the member functions called \c run(...).
   415     ///\n
   416     ///If you need more control on the execution,
   417     ///first you must call \ref init(), then you can add a source node
   418     ///with \ref addSource().
   419     ///Finally \ref start() will perform the actual path
   420     ///computation.
   421 
   422     ///@{
   423 
   424     ///Initializes the internal data structures.
   425 
   426     ///Initializes the internal data structures.
   427     ///
   428     void init()
   429     {
   430       create_maps();
   431       _stack.resize(countNodes(*G));
   432       _stack_head=-1;
   433       for ( NodeIt u(*G) ; u!=INVALID ; ++u ) {
   434 	_pred->set(u,INVALID);
   435 	// _predNode->set(u,INVALID);
   436 	_reached->set(u,false);
   437 	_processed->set(u,false);
   438       }
   439     }
   440     
   441     ///Adds a new source node.
   442 
   443     ///Adds a new source node to the set of nodes to be processed.
   444     ///
   445     ///\warning dists are wrong (or at least strange)
   446     ///in case of multiple sources.
   447     void addSource(Node s)
   448     {
   449       if(!(*_reached)[s])
   450 	{
   451 	  _reached->set(s,true);
   452 	  _pred->set(s,INVALID);
   453 	  OutEdgeIt e(*G,s);
   454 	  if(e!=INVALID) {
   455 	    _stack[++_stack_head]=e;
   456 	    _dist->set(s,_stack_head);
   457 	  }
   458 	  else {
   459 	    _processed->set(s,true);
   460 	    _dist->set(s,0);
   461 	  }
   462 	}
   463     }
   464     
   465     ///Processes the next edge.
   466 
   467     ///Processes the next edge.
   468     ///
   469     ///\return The processed edge.
   470     ///
   471     ///\pre The stack must not be empty!
   472     Edge processNextEdge()
   473     { 
   474       Node m;
   475       Edge e=_stack[_stack_head];
   476       if(!(*_reached)[m=G->target(e)]) {
   477 	_pred->set(m,e);
   478 	_reached->set(m,true);
   479 	++_stack_head;
   480 	_stack[_stack_head] = OutEdgeIt(*G, m);
   481 	_dist->set(m,_stack_head);
   482       }
   483       else {
   484 	m=G->source(e);
   485 	++_stack[_stack_head];
   486       }
   487       while(_stack_head>=0 && _stack[_stack_head]==INVALID) {
   488 	_processed->set(m,true);
   489 	--_stack_head;
   490 	if(_stack_head>=0) {
   491 	  m=G->source(_stack[_stack_head]);
   492 	  ++_stack[_stack_head];
   493 	}
   494       }
   495       return e;
   496     }
   497     ///Next edge to be processed.
   498 
   499     ///Next edge to be processed.
   500     ///
   501     ///\return The next edge to be processed or INVALID if the stack is
   502     /// empty.
   503     OutEdgeIt nextEdge()
   504     { 
   505       return _stack_head>=0?_stack[_stack_head]:INVALID;
   506     }
   507 
   508     ///\brief Returns \c false if there are nodes
   509     ///to be processed in the queue
   510     ///
   511     ///Returns \c false if there are nodes
   512     ///to be processed in the queue
   513     bool emptyQueue() { return _stack_head<0; }
   514     ///Returns the number of the nodes to be processed.
   515     
   516     ///Returns the number of the nodes to be processed in the queue.
   517     int queueSize() { return _stack_head+1; }
   518     
   519     ///Executes the algorithm.
   520 
   521     ///Executes the algorithm.
   522     ///
   523     ///\pre init() must be called and at least one node should be added
   524     ///with addSource() before using this function.
   525     ///
   526     ///This method runs the %DFS algorithm from the root node(s)
   527     ///in order to
   528     ///compute the
   529     ///%DFS path to each node. The algorithm computes
   530     ///- The %DFS tree.
   531     ///- The distance of each node from the root(s) in the %DFS tree.
   532     ///
   533     void start()
   534     {
   535       while ( !emptyQueue() ) processNextEdge();
   536     }
   537     
   538     ///Executes the algorithm until \c dest is reached.
   539 
   540     ///Executes the algorithm until \c dest is reached.
   541     ///
   542     ///\pre init() must be called and at least one node should be added
   543     ///with addSource() before using this function.
   544     ///
   545     ///This method runs the %DFS algorithm from the root node(s)
   546     ///in order to
   547     ///compute the
   548     ///%DFS path to \c dest. The algorithm computes
   549     ///- The %DFS path to \c  dest.
   550     ///- The distance of \c dest from the root(s) in the %DFS tree.
   551     ///
   552     void start(Node dest)
   553     {
   554       while ( !emptyQueue() && G->target(_stack[_stack_head])!=dest ) 
   555 	processNextEdge();
   556     }
   557     
   558     ///Executes the algorithm until a condition is met.
   559 
   560     ///Executes the algorithm until a condition is met.
   561     ///
   562     ///\pre init() must be called and at least one node should be added
   563     ///with addSource() before using this function.
   564     ///
   565     ///\param em must be a bool (or convertible) edge map. The algorithm
   566     ///will stop when it reaches an edge \c e with \code em[e]==true \endcode.
   567     ///
   568     ///\warning Contrary to \ref Dfs and \ref Dijkstra, \c em is an edge map,
   569     ///not a node map.
   570     template<class EM>
   571     void start(const EM &em)
   572     {
   573       while ( !emptyQueue() && !em[_stack[_stack_head]] ) processNextEdge();
   574     }
   575 
   576     ///Runs %DFS algorithm to visit all nodes in the graph.
   577     
   578     ///This method runs the %DFS algorithm in order to
   579     ///compute the
   580     ///%DFS path to each node. The algorithm computes
   581     ///- The %DFS tree.
   582     ///- The distance of each node from the root in the %DFS tree.
   583     ///
   584     ///\note d.run() is just a shortcut of the following code.
   585     ///\code
   586     ///  d.init();
   587     ///  for (NodeIt it(graph); it != INVALID; ++it) {
   588     ///    if (!d.reached(it)) {
   589     ///      d.addSource(it);
   590     ///      d.start();
   591     ///    }
   592     ///  }
   593     ///\endcode
   594     void run() {
   595       init();
   596       for (NodeIt it(*G); it != INVALID; ++it) {
   597         if (!reached(it)) {
   598           addSource(it);
   599           start();
   600         }
   601       }
   602     }
   603 
   604     ///Runs %DFS algorithm from node \c s.
   605     
   606     ///This method runs the %DFS algorithm from a root node \c s
   607     ///in order to
   608     ///compute the
   609     ///%DFS path to each node. The algorithm computes
   610     ///- The %DFS tree.
   611     ///- The distance of each node from the root in the %DFS tree.
   612     ///
   613     ///\note d.run(s) is just a shortcut of the following code.
   614     ///\code
   615     ///  d.init();
   616     ///  d.addSource(s);
   617     ///  d.start();
   618     ///\endcode
   619     void run(Node s) {
   620       init();
   621       addSource(s);
   622       start();
   623     }
   624     
   625     ///Finds the %DFS path between \c s and \c t.
   626     
   627     ///Finds the %DFS path between \c s and \c t.
   628     ///
   629     ///\return The length of the %DFS s---t path if there exists one,
   630     ///0 otherwise.
   631     ///\note Apart from the return value, d.run(s,t) is
   632     ///just a shortcut of the following code.
   633     ///\code
   634     ///  d.init();
   635     ///  d.addSource(s);
   636     ///  d.start(t);
   637     ///\endcode
   638     int run(Node s,Node t) {
   639       init();
   640       addSource(s);
   641       start(t);
   642       return reached(t)?_stack_head+1:0;
   643     }
   644     
   645     ///@}
   646 
   647     ///\name Query Functions
   648     ///The result of the %DFS algorithm can be obtained using these
   649     ///functions.\n
   650     ///Before the use of these functions,
   651     ///either run() or start() must be called.
   652     
   653     ///@{
   654 
   655     ///Copies the path to \c t on the DFS tree into \c p
   656     
   657     ///This function copies the path to \c t on the DFS tree  into \c p.
   658     ///If \c t is a source itself or unreachable, then it does not
   659     ///alter \c p.
   660     ///
   661     ///\return Returns \c true if a path to \c t was actually copied to \c p,
   662     ///\c false otherwise.
   663     ///\sa DirPath
   664     template<class P>
   665     bool getPath(P &p,Node t) 
   666     {
   667       if(reached(t)) {
   668 	p.clear();
   669 	typename P::Builder b(p);
   670 	for(b.setStartNode(t);predEdge(t)!=INVALID;t=predNode(t))
   671 	  b.pushFront(predEdge(t));
   672 	b.commit();
   673 	return true;
   674       }
   675       return false;
   676     }
   677 
   678     ///The distance of a node from the root(s).
   679 
   680     ///Returns the distance of a node from the root(s).
   681     ///\pre \ref run() must be called before using this function.
   682     ///\warning If node \c v is unreachable from the root(s) then the return 
   683     ///value of this funcion is undefined.
   684     int dist(Node v) const { return (*_dist)[v]; }
   685 
   686     ///Returns the 'previous edge' of the %DFS tree.
   687 
   688     ///For a node \c v it returns the 'previous edge'
   689     ///of the %DFS path,
   690     ///i.e. it returns the last edge of a %DFS path from the root(s) to \c
   691     ///v. It is \ref INVALID
   692     ///if \c v is unreachable from the root(s) or \c v is a root. The
   693     ///%DFS tree used here is equal to the %DFS tree used in
   694     ///\ref predNode().
   695     ///\pre Either \ref run() or \ref start() must be called before using
   696     ///this function.
   697     Edge predEdge(Node v) const { return (*_pred)[v];}
   698 
   699     ///Returns the 'previous node' of the %DFS tree.
   700 
   701     ///For a node \c v it returns the 'previous node'
   702     ///of the %DFS tree,
   703     ///i.e. it returns the last but one node from a %DFS path from the
   704     ///root(a) to \c /v.
   705     ///It is INVALID if \c v is unreachable from the root(s) or
   706     ///if \c v itself a root.
   707     ///The %DFS tree used here is equal to the %DFS
   708     ///tree used in \ref predEdge().
   709     ///\pre Either \ref run() or \ref start() must be called before
   710     ///using this function.
   711     Node predNode(Node v) const { return (*_pred)[v]==INVALID ? INVALID:
   712 				  G->source((*_pred)[v]); }
   713     
   714     ///Returns a reference to the NodeMap of distances.
   715 
   716     ///Returns a reference to the NodeMap of distances.
   717     ///\pre Either \ref run() or \ref init() must
   718     ///be called before using this function.
   719     const DistMap &distMap() const { return *_dist;}
   720  
   721     ///Returns a reference to the %DFS edge-tree map.
   722 
   723     ///Returns a reference to the NodeMap of the edges of the
   724     ///%DFS tree.
   725     ///\pre Either \ref run() or \ref init()
   726     ///must be called before using this function.
   727     const PredMap &predMap() const { return *_pred;}
   728  
   729     ///Checks if a node is reachable from the root.
   730 
   731     ///Returns \c true if \c v is reachable from the root(s).
   732     ///\warning The source nodes are inditated as unreachable.
   733     ///\pre Either \ref run() or \ref start()
   734     ///must be called before using this function.
   735     ///
   736     bool reached(Node v) { return (*_reached)[v]; }
   737     
   738     ///@}
   739   };
   740 
   741   ///Default traits class of Dfs function.
   742 
   743   ///Default traits class of Dfs function.
   744   ///\param GR Graph type.
   745   template<class GR>
   746   struct DfsWizardDefaultTraits
   747   {
   748     ///The graph type the algorithm runs on. 
   749     typedef GR Graph;
   750     ///\brief The type of the map that stores the last
   751     ///edges of the %DFS paths.
   752     /// 
   753     ///The type of the map that stores the last
   754     ///edges of the %DFS paths.
   755     ///It must meet the \ref concept::WriteMap "WriteMap" concept.
   756     ///
   757     typedef NullMap<typename Graph::Node,typename GR::Edge> PredMap;
   758     ///Instantiates a PredMap.
   759  
   760     ///This function instantiates a \ref PredMap. 
   761     ///\param g is the graph, to which we would like to define the PredMap.
   762     ///\todo The graph alone may be insufficient to initialize
   763 #ifdef DOXYGEN
   764     static PredMap *createPredMap(const GR &g) 
   765 #else
   766     static PredMap *createPredMap(const GR &) 
   767 #endif
   768     {
   769       return new PredMap();
   770     }
   771 
   772     ///The type of the map that indicates which nodes are processed.
   773  
   774     ///The type of the map that indicates which nodes are processed.
   775     ///It must meet the \ref concept::WriteMap "WriteMap" concept.
   776     ///\todo named parameter to set this type, function to read and write.
   777     typedef NullMap<typename Graph::Node,bool> ProcessedMap;
   778     ///Instantiates a ProcessedMap.
   779  
   780     ///This function instantiates a \ref ProcessedMap. 
   781     ///\param g is the graph, to which
   782     ///we would like to define the \ref ProcessedMap
   783 #ifdef DOXYGEN
   784     static ProcessedMap *createProcessedMap(const GR &g)
   785 #else
   786     static ProcessedMap *createProcessedMap(const GR &)
   787 #endif
   788     {
   789       return new ProcessedMap();
   790     }
   791     ///The type of the map that indicates which nodes are reached.
   792  
   793     ///The type of the map that indicates which nodes are reached.
   794     ///It must meet the \ref concept::WriteMap "WriteMap" concept.
   795     ///\todo named parameter to set this type, function to read and write.
   796     typedef typename Graph::template NodeMap<bool> ReachedMap;
   797     ///Instantiates a ReachedMap.
   798  
   799     ///This function instantiates a \ref ReachedMap. 
   800     ///\param G is the graph, to which
   801     ///we would like to define the \ref ReachedMap.
   802     static ReachedMap *createReachedMap(const GR &G)
   803     {
   804       return new ReachedMap(G);
   805     }
   806     ///The type of the map that stores the dists of the nodes.
   807  
   808     ///The type of the map that stores the dists of the nodes.
   809     ///It must meet the \ref concept::WriteMap "WriteMap" concept.
   810     ///
   811     typedef NullMap<typename Graph::Node,int> DistMap;
   812     ///Instantiates a DistMap.
   813  
   814     ///This function instantiates a \ref DistMap. 
   815     ///\param g is the graph, to which we would like to define the \ref DistMap
   816 #ifdef DOXYGEN
   817     static DistMap *createDistMap(const GR &g)
   818 #else
   819     static DistMap *createDistMap(const GR &)
   820 #endif
   821     {
   822       return new DistMap();
   823     }
   824   };
   825   
   826   /// Default traits used by \ref DfsWizard
   827 
   828   /// To make it easier to use Dfs algorithm
   829   ///we have created a wizard class.
   830   /// This \ref DfsWizard class needs default traits,
   831   ///as well as the \ref Dfs class.
   832   /// The \ref DfsWizardBase is a class to be the default traits of the
   833   /// \ref DfsWizard class.
   834   template<class GR>
   835   class DfsWizardBase : public DfsWizardDefaultTraits<GR>
   836   {
   837 
   838     typedef DfsWizardDefaultTraits<GR> Base;
   839   protected:
   840     /// Type of the nodes in the graph.
   841     typedef typename Base::Graph::Node Node;
   842 
   843     /// Pointer to the underlying graph.
   844     void *_g;
   845     ///Pointer to the map of reached nodes.
   846     void *_reached;
   847     ///Pointer to the map of processed nodes.
   848     void *_processed;
   849     ///Pointer to the map of predecessors edges.
   850     void *_pred;
   851     ///Pointer to the map of distances.
   852     void *_dist;
   853     ///Pointer to the source node.
   854     Node _source;
   855     
   856     public:
   857     /// Constructor.
   858     
   859     /// This constructor does not require parameters, therefore it initiates
   860     /// all of the attributes to default values (0, INVALID).
   861     DfsWizardBase() : _g(0), _reached(0), _processed(0), _pred(0),
   862 			   _dist(0), _source(INVALID) {}
   863 
   864     /// Constructor.
   865     
   866     /// This constructor requires some parameters,
   867     /// listed in the parameters list.
   868     /// Others are initiated to 0.
   869     /// \param g is the initial value of  \ref _g
   870     /// \param s is the initial value of  \ref _source
   871     DfsWizardBase(const GR &g, Node s=INVALID) :
   872       _g((void *)&g), _reached(0), _processed(0), _pred(0),
   873       _dist(0), _source(s) {}
   874 
   875   };
   876   
   877   /// A class to make the usage of the Dfs algorithm easier
   878 
   879   /// This class is created to make it easier to use the Dfs algorithm.
   880   /// It uses the functions and features of the plain \ref Dfs,
   881   /// but it is much simpler to use it.
   882   ///
   883   /// Simplicity means that the way to change the types defined
   884   /// in the traits class is based on functions that returns the new class
   885   /// and not on templatable built-in classes.
   886   /// When using the plain \ref Dfs
   887   /// the new class with the modified type comes from
   888   /// the original class by using the ::
   889   /// operator. In the case of \ref DfsWizard only
   890   /// a function have to be called and it will
   891   /// return the needed class.
   892   ///
   893   /// It does not have own \ref run method. When its \ref run method is called
   894   /// it initiates a plain \ref Dfs object, and calls the \ref Dfs::run
   895   /// method of it.
   896   template<class TR>
   897   class DfsWizard : public TR
   898   {
   899     typedef TR Base;
   900 
   901     ///The type of the underlying graph.
   902     typedef typename TR::Graph Graph;
   903     //\e
   904     typedef typename Graph::Node Node;
   905     //\e
   906     typedef typename Graph::NodeIt NodeIt;
   907     //\e
   908     typedef typename Graph::Edge Edge;
   909     //\e
   910     typedef typename Graph::OutEdgeIt OutEdgeIt;
   911     
   912     ///\brief The type of the map that stores
   913     ///the reached nodes
   914     typedef typename TR::ReachedMap ReachedMap;
   915     ///\brief The type of the map that stores
   916     ///the processed nodes
   917     typedef typename TR::ProcessedMap ProcessedMap;
   918     ///\brief The type of the map that stores the last
   919     ///edges of the %DFS paths.
   920     typedef typename TR::PredMap PredMap;
   921     ///The type of the map that stores the distances of the nodes.
   922     typedef typename TR::DistMap DistMap;
   923 
   924   public:
   925     /// Constructor.
   926     DfsWizard() : TR() {}
   927 
   928     /// Constructor that requires parameters.
   929 
   930     /// Constructor that requires parameters.
   931     /// These parameters will be the default values for the traits class.
   932     DfsWizard(const Graph &g, Node s=INVALID) :
   933       TR(g,s) {}
   934 
   935     ///Copy constructor
   936     DfsWizard(const TR &b) : TR(b) {}
   937 
   938     ~DfsWizard() {}
   939 
   940     ///Runs Dfs algorithm from a given node.
   941     
   942     ///Runs Dfs algorithm from a given node.
   943     ///The node can be given by the \ref source function.
   944     void run()
   945     {
   946       if(Base::_source==INVALID) throw UninitializedParameter();
   947       Dfs<Graph,TR> alg(*(Graph*)Base::_g);
   948       if(Base::_reached) alg.reachedMap(*(ReachedMap*)Base::_reached);
   949       if(Base::_processed) alg.processedMap(*(ProcessedMap*)Base::_processed);
   950       if(Base::_pred) alg.predMap(*(PredMap*)Base::_pred);
   951       if(Base::_dist) alg.distMap(*(DistMap*)Base::_dist);
   952       alg.run(Base::_source);
   953     }
   954 
   955     ///Runs Dfs algorithm from the given node.
   956 
   957     ///Runs Dfs algorithm from the given node.
   958     ///\param s is the given source.
   959     void run(Node s)
   960     {
   961       Base::_source=s;
   962       run();
   963     }
   964 
   965     template<class T>
   966     struct DefPredMapBase : public Base {
   967       typedef T PredMap;
   968       static PredMap *createPredMap(const Graph &) { return 0; };
   969       DefPredMapBase(const TR &b) : TR(b) {}
   970     };
   971     
   972     ///\brief \ref named-templ-param "Named parameter"
   973     ///function for setting PredMap type
   974     ///
   975     /// \ref named-templ-param "Named parameter"
   976     ///function for setting PredMap type
   977     ///
   978     template<class T>
   979     DfsWizard<DefPredMapBase<T> > predMap(const T &t) 
   980     {
   981       Base::_pred=(void *)&t;
   982       return DfsWizard<DefPredMapBase<T> >(*this);
   983     }
   984     
   985  
   986     template<class T>
   987     struct DefReachedMapBase : public Base {
   988       typedef T ReachedMap;
   989       static ReachedMap *createReachedMap(const Graph &) { return 0; };
   990       DefReachedMapBase(const TR &b) : TR(b) {}
   991     };
   992     
   993     ///\brief \ref named-templ-param "Named parameter"
   994     ///function for setting ReachedMap
   995     ///
   996     /// \ref named-templ-param "Named parameter"
   997     ///function for setting ReachedMap
   998     ///
   999     template<class T>
  1000     DfsWizard<DefReachedMapBase<T> > reachedMap(const T &t) 
  1001     {
  1002       Base::_pred=(void *)&t;
  1003       return DfsWizard<DefReachedMapBase<T> >(*this);
  1004     }
  1005     
  1006 
  1007     template<class T>
  1008     struct DefProcessedMapBase : public Base {
  1009       typedef T ProcessedMap;
  1010       static ProcessedMap *createProcessedMap(const Graph &) { return 0; };
  1011       DefProcessedMapBase(const TR &b) : TR(b) {}
  1012     };
  1013     
  1014     ///\brief \ref named-templ-param "Named parameter"
  1015     ///function for setting ProcessedMap
  1016     ///
  1017     /// \ref named-templ-param "Named parameter"
  1018     ///function for setting ProcessedMap
  1019     ///
  1020     template<class T>
  1021     DfsWizard<DefProcessedMapBase<T> > processedMap(const T &t) 
  1022     {
  1023       Base::_pred=(void *)&t;
  1024       return DfsWizard<DefProcessedMapBase<T> >(*this);
  1025     }
  1026     
  1027     template<class T>
  1028     struct DefDistMapBase : public Base {
  1029       typedef T DistMap;
  1030       static DistMap *createDistMap(const Graph &) { return 0; };
  1031       DefDistMapBase(const TR &b) : TR(b) {}
  1032     };
  1033     
  1034     ///\brief \ref named-templ-param "Named parameter"
  1035     ///function for setting DistMap type
  1036     ///
  1037     /// \ref named-templ-param "Named parameter"
  1038     ///function for setting DistMap type
  1039     ///
  1040     template<class T>
  1041     DfsWizard<DefDistMapBase<T> > distMap(const T &t) 
  1042     {
  1043       Base::_dist=(void *)&t;
  1044       return DfsWizard<DefDistMapBase<T> >(*this);
  1045     }
  1046     
  1047     /// Sets the source node, from which the Dfs algorithm runs.
  1048 
  1049     /// Sets the source node, from which the Dfs algorithm runs.
  1050     /// \param s is the source node.
  1051     DfsWizard<TR> &source(Node s) 
  1052     {
  1053       Base::_source=s;
  1054       return *this;
  1055     }
  1056     
  1057   };
  1058   
  1059   ///Function type interface for Dfs algorithm.
  1060 
  1061   /// \ingroup flowalgs
  1062   ///Function type interface for Dfs algorithm.
  1063   ///
  1064   ///This function also has several
  1065   ///\ref named-templ-func-param "named parameters",
  1066   ///they are declared as the members of class \ref DfsWizard.
  1067   ///The following
  1068   ///example shows how to use these parameters.
  1069   ///\code
  1070   ///  dfs(g,source).predMap(preds).run();
  1071   ///\endcode
  1072   ///\warning Don't forget to put the \ref DfsWizard::run() "run()"
  1073   ///to the end of the parameter list.
  1074   ///\sa DfsWizard
  1075   ///\sa Dfs
  1076   template<class GR>
  1077   DfsWizard<DfsWizardBase<GR> >
  1078   dfs(const GR &g,typename GR::Node s=INVALID)
  1079   {
  1080     return DfsWizard<DfsWizardBase<GR> >(g,s);
  1081   }
  1082 
  1083 #ifdef DOXYGEN
  1084   /// \brief Visitor class for dfs.
  1085   ///  
  1086   /// It gives a simple interface for a functional interface for dfs 
  1087   /// traversal. The traversal on a linear data structure. 
  1088   template <typename _Graph>
  1089   struct DfsVisitor {
  1090     typedef _Graph Graph;
  1091     typedef typename Graph::Edge Edge;
  1092     typedef typename Graph::Node Node;
  1093     /// \brief Called when the edge reach a node.
  1094     /// 
  1095     /// It is called when the dfs find an edge which target is not
  1096     /// reached yet.
  1097     void discover(const Edge& edge) {}
  1098     /// \brief Called when the node reached first time.
  1099     /// 
  1100     /// It is Called when the node reached first time.
  1101     void reach(const Node& node) {}
  1102     /// \brief Called when we step back on an edge.
  1103     /// 
  1104     /// It is called when the dfs should step back on the edge.
  1105     void backtrack(const Edge& edge) {}
  1106     /// \brief Called when we step back from the node.
  1107     /// 
  1108     /// It is called when we step back from the node.
  1109     void leave(const Node& node) {}
  1110     /// \brief Called when the edge examined but target of the edge 
  1111     /// already discovered.
  1112     /// 
  1113     /// It called when the edge examined but the target of the edge 
  1114     /// already discovered.
  1115     void examine(const Edge& edge) {}
  1116     /// \brief Called for the source node of the dfs.
  1117     /// 
  1118     /// It is called for the source node of the dfs.
  1119     void start(const Node& node) {}
  1120     /// \brief Called when we leave the source node of the dfs.
  1121     /// 
  1122     /// It is called when we leave the source node of the dfs.
  1123     void stop(const Node& node) {}
  1124 
  1125   };
  1126 #else
  1127   template <typename _Graph>
  1128   struct DfsVisitor {
  1129     typedef _Graph Graph;
  1130     typedef typename Graph::Edge Edge;
  1131     typedef typename Graph::Node Node;
  1132     void discover(const Edge&) {}
  1133     void reach(const Node&) {}
  1134     void backtrack(const Edge&) {}
  1135     void leave(const Node&) {}
  1136     void examine(const Edge&) {}
  1137     void start(const Node&) {}
  1138     void stop(const Node&) {}
  1139 
  1140     template <typename _Visitor>
  1141     struct Constraints {
  1142       void constraints() {
  1143 	Edge edge;
  1144 	Node node;
  1145 	visitor.discover(edge);
  1146 	visitor.reach(node);
  1147 	visitor.backtrack(edge);
  1148 	visitor.leave(node);
  1149 	visitor.examine(edge);
  1150 	visitor.start(node);
  1151 	visitor.stop(edge);
  1152       }
  1153       _Visitor& visitor;
  1154     };
  1155   };
  1156 #endif
  1157 
  1158   /// \brief Default traits class of DfsVisit class.
  1159   ///
  1160   /// Default traits class of DfsVisit class.
  1161   /// \param _Graph Graph type.
  1162   template<class _Graph>
  1163   struct DfsVisitDefaultTraits {
  1164 
  1165     /// \brief The graph type the algorithm runs on. 
  1166     typedef _Graph Graph;
  1167 
  1168     /// \brief The type of the map that indicates which nodes are reached.
  1169     /// 
  1170     /// The type of the map that indicates which nodes are reached.
  1171     /// It must meet the \ref concept::WriteMap "WriteMap" concept.
  1172     /// \todo named parameter to set this type, function to read and write.
  1173     typedef typename Graph::template NodeMap<bool> ReachedMap;
  1174 
  1175     /// \brief Instantiates a ReachedMap.
  1176     ///
  1177     /// This function instantiates a \ref ReachedMap. 
  1178     /// \param graph is the graph, to which
  1179     /// we would like to define the \ref ReachedMap.
  1180     static ReachedMap *createReachedMap(const Graph &graph) {
  1181       return new ReachedMap(graph);
  1182     }
  1183 
  1184   };
  1185   
  1186   /// %DFS Visit algorithm class.
  1187   
  1188   /// \ingroup flowalgs
  1189   /// This class provides an efficient implementation of the %DFS algorithm
  1190   /// with visitor interface.
  1191   ///
  1192   /// The %DfsVisit class provides an alternative interface to the Dfs
  1193   /// class. It works with callback mechanism, the DfsVisit object calls
  1194   /// on every dfs event the \c Visitor class member functions. 
  1195   ///
  1196   /// \param _Graph The graph type the algorithm runs on. The default value is
  1197   /// \ref ListGraph. The value of _Graph is not used directly by Dfs, it
  1198   /// is only passed to \ref DfsDefaultTraits.
  1199   /// \param _Visitor The Visitor object for the algorithm. The 
  1200   /// \ref DfsVisitor "DfsVisitor<_Graph>" is an empty Visitor which
  1201   /// does not observe the Dfs events. If you want to observe the dfs
  1202   /// events you should implement your own Visitor class.
  1203   /// \param _Traits Traits class to set various data types used by the 
  1204   /// algorithm. The default traits class is
  1205   /// \ref DfsVisitDefaultTraits "DfsVisitDefaultTraits<_Graph>".
  1206   /// See \ref DfsVisitDefaultTraits for the documentation of
  1207   /// a Dfs visit traits class.
  1208   ///
  1209   /// \author Jacint Szabo, Alpar Juttner and Balazs Dezso
  1210 #ifdef DOXYGEN
  1211   template <typename _Graph, typename _Visitor, typename _Traits>
  1212 #else
  1213   template <typename _Graph = ListGraph,
  1214 	    typename _Visitor = DfsVisitor<_Graph>,
  1215 	    typename _Traits = DfsDefaultTraits<_Graph> >
  1216 #endif
  1217   class DfsVisit {
  1218   public:
  1219     
  1220     /// \brief \ref Exception for uninitialized parameters.
  1221     ///
  1222     /// This error represents problems in the initialization
  1223     /// of the parameters of the algorithms.
  1224     class UninitializedParameter : public lemon::UninitializedParameter {
  1225     public:
  1226       virtual const char* exceptionName() const {
  1227 	return "lemon::DfsVisit::UninitializedParameter";
  1228       }
  1229     };
  1230 
  1231     typedef _Traits Traits;
  1232 
  1233     typedef typename Traits::Graph Graph;
  1234 
  1235     typedef _Visitor Visitor;
  1236 
  1237     ///The type of the map indicating which nodes are reached.
  1238     typedef typename Traits::ReachedMap ReachedMap;
  1239 
  1240   private:
  1241 
  1242     typedef typename Graph::Node Node;
  1243     typedef typename Graph::NodeIt NodeIt;
  1244     typedef typename Graph::Edge Edge;
  1245     typedef typename Graph::OutEdgeIt OutEdgeIt;
  1246 
  1247     /// Pointer to the underlying graph.
  1248     const Graph *_graph;
  1249     /// Pointer to the visitor object.
  1250     Visitor *_visitor;
  1251     ///Pointer to the map of reached status of the nodes.
  1252     ReachedMap *_reached;
  1253     ///Indicates if \ref _reached is locally allocated (\c true) or not.
  1254     bool local_reached;
  1255 
  1256     std::vector<typename Graph::Edge> _stack;
  1257     int _stack_head;
  1258 
  1259     /// \brief Creates the maps if necessary.
  1260     ///
  1261     /// Creates the maps if necessary.
  1262     void create_maps() {
  1263       if(!_reached) {
  1264 	local_reached = true;
  1265 	_reached = Traits::createReachedMap(*_graph);
  1266       }
  1267     }
  1268 
  1269   protected:
  1270 
  1271     DfsVisit() {}
  1272     
  1273   public:
  1274 
  1275     typedef DfsVisit Create;
  1276 
  1277     /// \name Named template parameters
  1278 
  1279     ///@{
  1280     template <class T>
  1281     struct DefReachedMapTraits : public Traits {
  1282       typedef T ReachedMap;
  1283       static ReachedMap *createReachedMap(const Graph &graph) {
  1284 	throw UninitializedParameter();
  1285       }
  1286     };
  1287     /// \brief \ref named-templ-param "Named parameter" for setting 
  1288     /// ReachedMap type
  1289     ///
  1290     /// \ref named-templ-param "Named parameter" for setting ReachedMap type
  1291     template <class T>
  1292     struct DefReachedMap : public DfsVisit< Graph, Visitor,
  1293 					    DefReachedMapTraits<T> > {
  1294       typedef DfsVisit< Graph, Visitor, DefReachedMapTraits<T> > Create;
  1295     };
  1296     ///@}
  1297 
  1298   public:      
  1299     
  1300     /// \brief Constructor.
  1301     ///
  1302     /// Constructor.
  1303     ///
  1304     /// \param graph the graph the algorithm will run on.
  1305     /// \param visitor The visitor of the algorithm.
  1306     ///
  1307     DfsVisit(const Graph& graph, Visitor& visitor) 
  1308       : _graph(&graph), _visitor(&visitor),
  1309 	_reached(0), local_reached(false) {}
  1310     
  1311     /// \brief Destructor.
  1312     ///
  1313     /// Destructor.
  1314     ~DfsVisit() {
  1315       if(local_reached) delete _reached;
  1316     }
  1317 
  1318     /// \brief Sets the map indicating if a node is reached.
  1319     ///
  1320     /// Sets the map indicating if a node is reached.
  1321     /// If you don't use this function before calling \ref run(),
  1322     /// it will allocate one. The destuctor deallocates this
  1323     /// automatically allocated map, of course.
  1324     /// \return <tt> (*this) </tt>
  1325     DfsVisit &reachedMap(ReachedMap &m) {
  1326       if(local_reached) {
  1327 	delete _reached;
  1328 	local_reached=false;
  1329       }
  1330       _reached = &m;
  1331       return *this;
  1332     }
  1333 
  1334   public:
  1335     /// \name Execution control
  1336     /// The simplest way to execute the algorithm is to use
  1337     /// one of the member functions called \c run(...).
  1338     /// \n
  1339     /// If you need more control on the execution,
  1340     /// first you must call \ref init(), then you can adda source node
  1341     /// with \ref addSource().
  1342     /// Finally \ref start() will perform the actual path
  1343     /// computation.
  1344 
  1345     /// @{
  1346     /// \brief Initializes the internal data structures.
  1347     ///
  1348     /// Initializes the internal data structures.
  1349     ///
  1350     void init() {
  1351       create_maps();
  1352       _stack.resize(countNodes(*_graph));
  1353       _stack_head = -1;
  1354       for (NodeIt u(*_graph) ; u != INVALID ; ++u) {
  1355 	_reached->set(u, false);
  1356       }
  1357     }
  1358     
  1359     /// \brief Adds a new source node.
  1360     ///
  1361     /// Adds a new source node to the set of nodes to be processed.
  1362     void addSource(Node s) {
  1363       if(!(*_reached)[s]) {
  1364 	  _reached->set(s,true);
  1365 	  _visitor->start(s);
  1366 	  _visitor->reach(s);
  1367 	  Edge e; 
  1368 	  _graph->firstOut(e, s);
  1369 	  if (e != INVALID) {
  1370 	    _stack[++_stack_head] = e;
  1371 	  } else {
  1372 	    _visitor->leave(s);
  1373 	  }
  1374 	}
  1375     }
  1376     
  1377     /// \brief Processes the next edge.
  1378     ///
  1379     /// Processes the next edge.
  1380     ///
  1381     /// \return The processed edge.
  1382     ///
  1383     /// \pre The stack must not be empty!
  1384     Edge processNextEdge() { 
  1385       Edge e = _stack[_stack_head];
  1386       Node m = _graph->target(e);
  1387       if(!(*_reached)[m]) {
  1388 	_visitor->discover(e);
  1389 	_visitor->reach(m);
  1390 	_reached->set(m, true);
  1391 	_graph->firstOut(_stack[++_stack_head], m);
  1392       } else {
  1393 	_visitor->examine(e);
  1394 	m = _graph->source(e);
  1395 	_graph->nextOut(_stack[_stack_head]);
  1396       }
  1397       while (_stack_head>=0 && _stack[_stack_head] == INVALID) {
  1398 	_visitor->leave(m);
  1399 	--_stack_head;
  1400 	if (_stack_head >= 0) {
  1401 	  _visitor->backtrack(_stack[_stack_head]);
  1402 	  m = _graph->source(_stack[_stack_head]);
  1403 	  _graph->nextOut(_stack[_stack_head]);
  1404 	} else {
  1405 	  _visitor->stop(m);	  
  1406 	}
  1407       }
  1408       return e;
  1409     }
  1410 
  1411     /// \brief Next edge to be processed.
  1412     ///
  1413     /// Next edge to be processed.
  1414     ///
  1415     /// \return The next edge to be processed or INVALID if the stack is
  1416     /// empty.
  1417     Edge nextEdge() { 
  1418       return _stack_head >= 0 ? _stack[_stack_head] : INVALID;
  1419     }
  1420 
  1421     /// \brief Returns \c false if there are nodes
  1422     /// to be processed in the queue
  1423     ///
  1424     /// Returns \c false if there are nodes
  1425     /// to be processed in the queue
  1426     bool emptyQueue() { return _stack_head < 0; }
  1427 
  1428     /// \brief Returns the number of the nodes to be processed.
  1429     ///
  1430     /// Returns the number of the nodes to be processed in the queue.
  1431     int queueSize() { return _stack_head + 1; }
  1432     
  1433     /// \brief Executes the algorithm.
  1434     ///
  1435     /// Executes the algorithm.
  1436     ///
  1437     /// \pre init() must be called and at least one node should be added
  1438     /// with addSource() before using this function.
  1439     void start() {
  1440       while ( !emptyQueue() ) processNextEdge();
  1441     }
  1442     
  1443     /// \brief Executes the algorithm until \c dest is reached.
  1444     ///
  1445     /// Executes the algorithm until \c dest is reached.
  1446     ///
  1447     /// \pre init() must be called and at least one node should be added
  1448     /// with addSource() before using this function.
  1449     void start(Node dest) {
  1450       while ( !emptyQueue() && _graph->target(_stack[_stack_head]) != dest) 
  1451 	processNextEdge();
  1452     }
  1453     
  1454     /// \brief Executes the algorithm until a condition is met.
  1455     ///
  1456     /// Executes the algorithm until a condition is met.
  1457     ///
  1458     /// \pre init() must be called and at least one node should be added
  1459     /// with addSource() before using this function.
  1460     ///
  1461     /// \param em must be a bool (or convertible) edge map. The algorithm
  1462     /// will stop when it reaches an edge \c e with \code nm[e]==true \endcode.
  1463     ///
  1464     /// \warning Contrary to \ref Dfs and \ref Dijkstra, \c em is an edge map,
  1465     /// not a node map.
  1466     template <typename EM>
  1467     void start(const EM &em) {
  1468       while (!emptyQueue() && !em[_stack[_stack_head]]) processNextEdge();
  1469     }
  1470 
  1471     /// \brief Runs %DFSVisit algorithm from node \c s.
  1472     ///
  1473     /// This method runs the %DFS algorithm from a root node \c s.
  1474     /// \note d.run(s) is just a shortcut of the following code.
  1475     ///\code
  1476     ///   d.init();
  1477     ///   d.addSource(s);
  1478     ///   d.start();
  1479     ///\endcode
  1480     void run(Node s) {
  1481       init();
  1482       addSource(s);
  1483       start();
  1484     }
  1485 
  1486     /// \brief Runs %DFSVisit algorithm to visit all nodes in the graph.
  1487     
  1488     /// This method runs the %DFS algorithm in order to
  1489     /// compute the %DFS path to each node. The algorithm computes
  1490     /// - The %DFS tree.
  1491     /// - The distance of each node from the root in the %DFS tree.
  1492     ///
  1493     ///\note d.run() is just a shortcut of the following code.
  1494     ///\code
  1495     ///  d.init();
  1496     ///  for (NodeIt it(graph); it != INVALID; ++it) {
  1497     ///    if (!d.reached(it)) {
  1498     ///      d.addSource(it);
  1499     ///      d.start();
  1500     ///    }
  1501     ///  }
  1502     ///\endcode
  1503     void run() {
  1504       init();
  1505       for (NodeIt it(*_graph); it != INVALID; ++it) {
  1506         if (!reached(it)) {
  1507           addSource(it);
  1508           start();
  1509         }
  1510       }
  1511     }
  1512     ///@}
  1513 
  1514     /// \name Query Functions
  1515     /// The result of the %DFS algorithm can be obtained using these
  1516     /// functions.\n
  1517     /// Before the use of these functions,
  1518     /// either run() or start() must be called.
  1519     ///@{
  1520     /// \brief Checks if a node is reachable from the root.
  1521     ///
  1522     /// Returns \c true if \c v is reachable from the root(s).
  1523     /// \warning The source nodes are inditated as unreachable.
  1524     /// \pre Either \ref run() or \ref start()
  1525     /// must be called before using this function.
  1526     ///
  1527     bool reached(Node v) { return (*_reached)[v]; }
  1528     ///@}
  1529   };
  1530 
  1531 
  1532 } //END OF NAMESPACE LEMON
  1533 
  1534 #endif
  1535