// -*- C++ -*-

/*
Heuristics: 
 2 phase
 gap
 list 'level_list' on the nodes on level i implemented by hand
 stack 'active' on the active nodes on level i
 runs heuristic 'highest label' for H1*n relabels
 runs heuristic 'bound decrease' for H0*n relabels, starts with 'highest label'
 
Parameters H0 and H1 are initialized to 20 and 1.

Constructors:

Preflow(Graph, Node, Node, CapMap, FlowMap, bool) : bool must be false if 
     FlowMap is not constant zero, and should be true if it is

Members:

void run()

Num flowValue() : returns the value of a maximum flow

void minMinCut(CutMap& M) : sets M to the characteristic vector of the 
     minimum min cut. M should be a map of bools initialized to false. ??Is it OK?

void maxMinCut(CutMap& M) : sets M to the characteristic vector of the 
     maximum min cut. M should be a map of bools initialized to false.

void minCut(CutMap& M) : sets M to the characteristic vector of 
     a min cut. M should be a map of bools initialized to false.

*/

#ifndef HUGO_PREFLOW_H
#define HUGO_PREFLOW_H

#define H0 20
#define H1 1

#include <vector>
#include <queue>
#include <stack>

namespace hugo {

  template <typename Graph, typename Num, 
	    typename CapMap=typename Graph::template EdgeMap<Num>, 
            typename FlowMap=typename Graph::template EdgeMap<Num> >
  class Preflow {
    
    typedef typename Graph::Node Node;
    typedef typename Graph::NodeIt NodeIt;
    typedef typename Graph::OutEdgeIt OutEdgeIt;
    typedef typename Graph::InEdgeIt InEdgeIt;

    typedef typename std::vector<std::stack<Node> > VecStack;
    typedef typename Graph::template NodeMap<Node> NNMap;
    typedef typename std::vector<Node> VecNode;

    const Graph* g;
    Node s;
    Node t;
    const CapMap* capacity;  
    FlowMap* flow;
    int n;      //the number of nodes of G
    typename Graph::template NodeMap<int> level;      
    typename Graph::template NodeMap<Num> excess; 


  public:
 
    enum flowEnum{
      ZERO_FLOW=0,
      GEN_FLOW=1,
      PREFLOW=2
    };

    Preflow(const Graph& _G, Node _s, Node _t, const CapMap& _capacity, 
	    FlowMap& _flow) :
      g(&_G), s(_s), t(_t), capacity(&_capacity), 
      flow(&_flow), n(_G.nodeNum()), level(_G), excess(_G,0) {}

    void run() {
      preflow( ZERO_FLOW );
    }
    
    void preflow( flowEnum fe ) {
      preflowPhase0(fe);
      preflowPhase1();
    }

    void preflowPhase0( flowEnum fe ) {
      
      int heur0=(int)(H0*n);  //time while running 'bound decrease' 
      int heur1=(int)(H1*n);  //time while running 'highest label'
      int heur=heur1;         //starting time interval (#of relabels)
      int numrelabel=0;
     
      bool what_heur=1;       
      //It is 0 in case 'bound decrease' and 1 in case 'highest label'

      bool end=false;     
      //Needed for 'bound decrease', true means no active nodes are above bound b.

      int k=n-2;  //bound on the highest level under n containing a node
      int b=k;    //bound on the highest level under n of an active node
      
      VecStack active(n);
      
      NNMap left(*g, INVALID);
      NNMap right(*g, INVALID);
      VecNode level_list(n,INVALID);
      //List of the nodes in level i<n, set to n.

      NodeIt v;
      for(g->first(v); g->valid(v); g->next(v)) level.set(v,n);
      //setting each node to level n
      
      switch ( fe ) {
      case PREFLOW:
	{
	  //counting the excess
	  NodeIt v;
	  for(g->first(v); g->valid(v); g->next(v)) {
	    Num exc=0;
	  
	    InEdgeIt e;
	    for(g->first(e,v); g->valid(e); g->next(e)) exc+=(*flow)[e];
	    OutEdgeIt f;
	    for(g->first(f,v); g->valid(f); g->next(f)) exc-=(*flow)[f];
	    
	    excess.set(v,exc);	  
	    
	    //putting the active nodes into the stack
	    int lev=level[v];
	    if ( exc > 0 && lev < n && v != t ) active[lev].push(v);
	  }
	  break;
	}
      case GEN_FLOW:
	{
	  //Counting the excess of t
	  Num exc=0;
	  
	  InEdgeIt e;
	  for(g->first(e,t); g->valid(e); g->next(e)) exc+=(*flow)[e];
	  OutEdgeIt f;
	  for(g->first(f,t); g->valid(f); g->next(f)) exc-=(*flow)[f];
	  
	  excess.set(t,exc);	
	  
	  break;
	}
//       default:
// 	break;
// 	ZERO_FLOW ize kell

      }
      
      preflowPreproc( fe, active, level_list, left, right );
      //End of preprocessing 
      
      
      //Push/relabel on the highest level active nodes.
      while ( true ) {
	if ( b == 0 ) {
	  if ( !what_heur && !end && k > 0 ) {
	    b=k;
	    end=true;
	  } else break;
	}
	
	if ( active[b].empty() ) --b; 
	else {
	  end=false;  
	  Node w=active[b].top();
	  active[b].pop();
	  int newlevel=push(w,active);
	  if ( excess[w] > 0 ) relabel(w, newlevel, active, level_list, 
				       left, right, b, k, what_heur);
	  
	  ++numrelabel; 
	  if ( numrelabel >= heur ) {
	    numrelabel=0;
	    if ( what_heur ) {
	      what_heur=0;
	      heur=heur0;
	      end=false;
	    } else {
	      what_heur=1;
	      heur=heur1;
	      b=k; 
	    }
	  }
	} 
      } 
    }


    void preflowPhase1() {
      
      int k=n-2;  //bound on the highest level under n containing a node
      int b=k;    //bound on the highest level under n of an active node
      
      VecStack active(n);
      level.set(s,0);
      std::queue<Node> bfs_queue;
      bfs_queue.push(s);
	    
      while (!bfs_queue.empty()) {
	
	Node v=bfs_queue.front();	
	bfs_queue.pop();
	int l=level[v]+1;
	      
	InEdgeIt e;
	for(g->first(e,v); g->valid(e); g->next(e)) {
	  if ( (*capacity)[e] == (*flow)[e] ) continue;
	  Node u=g->tail(e);
	  if ( level[u] >= n ) { 
	    bfs_queue.push(u);
	    level.set(u, l);
	    if ( excess[u] > 0 ) active[l].push(u);
	  }
	}
	
	OutEdgeIt f;
	for(g->first(f,v); g->valid(f); g->next(f)) {
	  if ( 0 == (*flow)[f] ) continue;
	  Node u=g->head(f);
	  if ( level[u] >= n ) { 
	    bfs_queue.push(u);
	    level.set(u, l);
	    if ( excess[u] > 0 ) active[l].push(u);
	  }
	}
      }
      b=n-2;

      while ( true ) {
	
	if ( b == 0 ) break;

	if ( active[b].empty() ) --b; 
	else {
	  Node w=active[b].top();
	  active[b].pop();
	  int newlevel=push(w,active);	  

	  //relabel
	  if ( excess[w] > 0 ) {
	    level.set(w,++newlevel);
	    active[newlevel].push(w);
	    b=newlevel;
	  }
	}  // if stack[b] is nonempty
      } // while(true)
    }


    //Returns the maximum value of a flow.
    Num flowValue() {
      return excess[t];
    }

    //should be used only between preflowPhase0 and preflowPhase1
    template<typename _CutMap>
    void actMinCut(_CutMap& M) {
      NodeIt v;
      for(g->first(v); g->valid(v); g->next(v)) 
      if ( level[v] < n ) {
	M.set(v,false);
      } else {
	M.set(v,true);
      }
    }



    /*
      Returns the minimum min cut, by a bfs from s in the residual graph.
    */
    template<typename _CutMap>
    void minMinCut(_CutMap& M) {
    
      std::queue<Node> queue;
      
      M.set(s,true);      
      queue.push(s);

      while (!queue.empty()) {
        Node w=queue.front();
	queue.pop();

	OutEdgeIt e;
	for(g->first(e,w) ; g->valid(e); g->next(e)) {
	  Node v=g->head(e);
	  if (!M[v] && (*flow)[e] < (*capacity)[e] ) {
	    queue.push(v);
	    M.set(v, true);
	  }
	} 

	InEdgeIt f;
	for(g->first(f,w) ; g->valid(f); g->next(f)) {
	  Node v=g->tail(f);
	  if (!M[v] && (*flow)[f] > 0 ) {
	    queue.push(v);
	    M.set(v, true);
	  }
	} 
      }
    }


  
    /*
      Returns the maximum min cut, by a reverse bfs 
      from t in the residual graph.
    */
    
    template<typename _CutMap>
    void maxMinCut(_CutMap& M) {

      NodeIt v;
      for(g->first(v) ; g->valid(v); g->next(v)) {
	M.set(v, true);
      }

      std::queue<Node> queue;
      
      M.set(t,false);        
      queue.push(t);

      while (!queue.empty()) {
        Node w=queue.front();
	queue.pop();


	InEdgeIt e;
	for(g->first(e,w) ; g->valid(e); g->next(e)) {
	  Node v=g->tail(e);
	  if (M[v] && (*flow)[e] < (*capacity)[e] ) {
	    queue.push(v);
	    M.set(v, false);
	  }
	}
	
	OutEdgeIt f;
	for(g->first(f,w) ; g->valid(f); g->next(f)) {
	  Node v=g->head(f);
	  if (M[v] && (*flow)[f] > 0 ) {
	    queue.push(v);
	    M.set(v, false);
	  }
	}
      }
    }


    template<typename CutMap>
    void minCut(CutMap& M) {
      minMinCut(M);
    }

    void resetTarget(Node _t) {t=_t;}
    void resetSource(Node _s) {s=_s;}
   
    void resetCap(const CapMap& _cap) {
      capacity=&_cap;
    }
    
    void resetFlow(FlowMap& _flow) {
      flow=&_flow;
    }


  private:

    int push(Node w, VecStack& active) {
      
      int lev=level[w];
      Num exc=excess[w];
      int newlevel=n;       //bound on the next level of w
	  
      OutEdgeIt e;
      for(g->first(e,w); g->valid(e); g->next(e)) {
	    
	if ( (*flow)[e] == (*capacity)[e] ) continue; 
	Node v=g->head(e);            
	    
	if( lev > level[v] ) { //Push is allowed now
	  
	  if ( excess[v]==0 && v!=t && v!=s ) {
	    int lev_v=level[v];
	    active[lev_v].push(v);
	  }
	  
	  Num cap=(*capacity)[e];
	  Num flo=(*flow)[e];
	  Num remcap=cap-flo;
	  
	  if ( remcap >= exc ) { //A nonsaturating push.
	    
	    flow->set(e, flo+exc);
	    excess.set(v, excess[v]+exc);
	    exc=0;
	    break; 
	    
	  } else { //A saturating push.
	    flow->set(e, cap);
	    excess.set(v, excess[v]+remcap);
	    exc-=remcap;
	  }
	} else if ( newlevel > level[v] ) newlevel = level[v];
      } //for out edges wv 
      
      if ( exc > 0 ) {	
	InEdgeIt e;
	for(g->first(e,w); g->valid(e); g->next(e)) {
	  
	  if( (*flow)[e] == 0 ) continue; 
	  Node v=g->tail(e); 
	  
	  if( lev > level[v] ) { //Push is allowed now
	    
	    if ( excess[v]==0 && v!=t && v!=s ) {
	      int lev_v=level[v];
	      active[lev_v].push(v);
	    }
	    
	    Num flo=(*flow)[e];
	    
	    if ( flo >= exc ) { //A nonsaturating push.
	      
	      flow->set(e, flo-exc);
	      excess.set(v, excess[v]+exc);
	      exc=0;
	      break; 
	    } else {  //A saturating push.
	      
	      excess.set(v, excess[v]+flo);
	      exc-=flo;
	      flow->set(e,0);
	    }  
	  } else if ( newlevel > level[v] ) newlevel = level[v];
	} //for in edges vw
	
      } // if w still has excess after the out edge for cycle
      
      excess.set(w, exc);
      
      return newlevel;
     }


    void preflowPreproc ( flowEnum fe, VecStack& active, 
			  VecNode& level_list, NNMap& left, NNMap& right ) {

      std::queue<Node> bfs_queue;
      
      switch ( fe ) {
      case ZERO_FLOW: 
	{
	  //Reverse_bfs from t, to find the starting level.
	  level.set(t,0);
	  bfs_queue.push(t);
	
	  while (!bfs_queue.empty()) {
	    
	    Node v=bfs_queue.front();	
	    bfs_queue.pop();
	    int l=level[v]+1;
	    
	    InEdgeIt e;
	    for(g->first(e,v); g->valid(e); g->next(e)) {
	      Node w=g->tail(e);
	      if ( level[w] == n && w != s ) {
		bfs_queue.push(w);
		Node first=level_list[l];
		if ( g->valid(first) ) left.set(first,w);
		right.set(w,first);
		level_list[l]=w;
		level.set(w, l);
	      }
	    }
	  }
	  
	  //the starting flow
	  OutEdgeIt e;
	  for(g->first(e,s); g->valid(e); g->next(e)) 
	    {
	      Num c=(*capacity)[e];
	      if ( c == 0 ) continue;
	      Node w=g->head(e);
	      if ( level[w] < n ) {	  
		if ( excess[w] == 0 && w!=t ) active[level[w]].push(w);
		flow->set(e, c); 
		excess.set(w, excess[w]+c);
	      }
	    }
	  break;
	}
	
      case GEN_FLOW:
      case PREFLOW:
	{
	  //Reverse_bfs from t in the residual graph, 
	  //to find the starting level.
	  level.set(t,0);
	  bfs_queue.push(t);
	  
	  while (!bfs_queue.empty()) {
	    
	    Node v=bfs_queue.front();	
	    bfs_queue.pop();
	    int l=level[v]+1;
	    
	    InEdgeIt e;
	    for(g->first(e,v); g->valid(e); g->next(e)) {
	      if ( (*capacity)[e] == (*flow)[e] ) continue;
	      Node w=g->tail(e);
	      if ( level[w] == n && w != s ) {
		bfs_queue.push(w);
		Node first=level_list[l];
		if ( g->valid(first) ) left.set(first,w);
		right.set(w,first);
		level_list[l]=w;
		level.set(w, l);
	      }
	    }
	    
	    OutEdgeIt f;
	    for(g->first(f,v); g->valid(f); g->next(f)) {
	      if ( 0 == (*flow)[f] ) continue;
	      Node w=g->head(f);
	      if ( level[w] == n && w != s ) {
		bfs_queue.push(w);
		Node first=level_list[l];
		if ( g->valid(first) ) left.set(first,w);
		right.set(w,first);
		level_list[l]=w;
		level.set(w, l);
	      }
	    }
	  }
	  
	  
	  //the starting flow
	  OutEdgeIt e;
	  for(g->first(e,s); g->valid(e); g->next(e)) 
	    {
	      Num rem=(*capacity)[e]-(*flow)[e];
	      if ( rem == 0 ) continue;
	      Node w=g->head(e);
	      if ( level[w] < n ) {	  
		if ( excess[w] == 0 && w!=t ) active[level[w]].push(w);
		flow->set(e, (*capacity)[e]); 
		excess.set(w, excess[w]+rem);
	      }
	    }
	  
	  InEdgeIt f;
	  for(g->first(f,s); g->valid(f); g->next(f)) 
	    {
	      if ( (*flow)[f] == 0 ) continue;
	      Node w=g->tail(f);
	      if ( level[w] < n ) {	  
		if ( excess[w] == 0 && w!=t ) active[level[w]].push(w);
		excess.set(w, excess[w]+(*flow)[f]);
		flow->set(f, 0); 
	      }
	    }  
	  break;
	} //case PREFLOW
      }
    } //preflowPreproc



    void relabel(Node w, int newlevel, VecStack& active,  
		 VecNode& level_list, NNMap& left, 
		 NNMap& right, int& b, int& k, const bool what_heur ) {

      Num lev=level[w];	
      
      Node right_n=right[w];
      Node left_n=left[w];
      
      //unlacing starts
      if ( g->valid(right_n) ) {
	if ( g->valid(left_n) ) {
	  right.set(left_n, right_n);
	  left.set(right_n, left_n);
	} else {
	  level_list[lev]=right_n;   
	  left.set(right_n, INVALID);
	} 
      } else {
	if ( g->valid(left_n) ) {
	  right.set(left_n, INVALID);
	} else { 
	  level_list[lev]=INVALID;   
	} 
      } 
      //unlacing ends
		
      if ( !g->valid(level_list[lev]) ) {
	      
	//gapping starts
	for (int i=lev; i!=k ; ) {
	  Node v=level_list[++i];
	  while ( g->valid(v) ) {
	    level.set(v,n);
	    v=right[v];
	  }
	  level_list[i]=INVALID;
	  if ( !what_heur ) {
	    while ( !active[i].empty() ) {
	      active[i].pop();    //FIXME: ezt szebben kene
	    }
	  }	     
	}
	
	level.set(w,n);
	b=lev-1;
	k=b;
	//gapping ends
	
      } else {
	
	if ( newlevel == n ) level.set(w,n); 
	else {
	  level.set(w,++newlevel);
	  active[newlevel].push(w);
	  if ( what_heur ) b=newlevel;
	  if ( k < newlevel ) ++k;      //now k=newlevel
	  Node first=level_list[newlevel];
	  if ( g->valid(first) ) left.set(first,w);
	  right.set(w,first);
	  left.set(w,INVALID);
	  level_list[newlevel]=w;
	}
      }
      
    } //relabel
    

  };

} //namespace hugo

#endif //HUGO_PREFLOW_H