src/work/johanna/unionfind.h
author marci
Thu, 29 Apr 2004 15:58:34 +0000
changeset 472 052af4060f3e
parent 394 3a34c5626e52
child 481 54d8feda437b
permissions -rw-r--r--
preflow, maxflow
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// -*- c++ -*- //
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#ifndef HUGO_UNION_FIND_H
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#define HUGO_UNION_FIND_H
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//!ingroup auxdat
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//!\file
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//!\brief Union-Find data structures.
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#include <vector>
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#include <list>
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#include <utility>
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#include <algorithm>
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#include <invalid.h>
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namespace hugo {
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  //! \addtogroup auxdat
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  //! @{
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  /**
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   * \brief A \e Union-Find data structure implementation
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   *
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   * The class implements the \e Union-Find data structure. 
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   * The union operation uses rank heuristic, while
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   * the find operation uses path compresson.
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   * This is a very simple but efficient implementation, providing 
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   * only four methods: join (union), find, insert and size.
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   * For more features see the \ref UnionFindEnum class.
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   *
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   * \pre The elements are automatically added only if the map 
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   * given to the constructor was filled with -1's. Otherwise you
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   * need to add all the elements by the \ref insert() method.
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   */
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  template <typename T, typename TIntMap>
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  class UnionFind {
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  public:
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    typedef T ElementType;
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    typedef std::pair<int,int> PairType;
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  private:
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    std::vector<PairType> data;
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    TIntMap& map;
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  public:
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    UnionFind(TIntMap& m) : map(m) {}
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    /**
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     * \brief Returns the index of the element's component.
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     *
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     * The method returns the index of the element's component.
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     * This is an integer between zero and the number of inserted elements.
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     */
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    int find(T a)
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    {
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      int comp0 = map[a];
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      if (comp0 < 0) {
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	return insert(a);
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      }
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      int comp = comp0;
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      int next;
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      while ( (next = data[comp].first) != comp) {
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	comp = next;
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      }
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      while ( (next = data[comp0].first) != comp) {
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	data[comp0].first = comp;
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	comp0 = next;
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      }
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      return comp;
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    }
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    /**
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     * \brief Insert a new element into the structure.
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     *
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     * This method inserts a new element into the data structure. 
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     *
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     * It is not required to use this method:
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     * if the map given to the constructor was filled 
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     * with -1's then it is called automatically
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     * on the first \ref find or \ref join.
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     *
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     * The method returns the index of the new component.
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     */
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    int insert(T a)
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    {
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      int n = data.size();
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      data.push_back(std::make_pair(n, 1));
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      map.set(a,n);
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      return n;
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    }
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    /**
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     * \brief Joining the components of element \e a and element \e b.
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     *
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     * This is the \e union operation of the Union-Find structure. 
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     * Joins the component of elemenent \e a and component of
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     * element \e b. If \e a and \e b are in the same component then
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     * it returns false otherwise it returns true.
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     */
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    bool join(T a, T b)
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    {
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      int ca = find(a);
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      int cb = find(b);
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      if ( ca == cb ) 
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	return false;
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      if ( data[ca].second > data[cb].second ) {
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	data[cb].first = ca;
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	data[ca].second += data[cb].second;
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      }
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      else {
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	data[ca].first = cb;
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	data[cb].second += data[ca].second;
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      }
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      return true;
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    }
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    /**
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     * \brief Returns the size of the component of element \e a.
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     *
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     * Returns the size of the component of element \e a.
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     */
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    int size(T a)
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    {
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      int ca = find(a);
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      return data[ca].second;
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    }
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  };
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  /*******************************************************/
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#ifdef DEVELOPMENT_DOCS
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  /**
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   * \brief The auxiliary class for the \ref UnionFindEnum class.
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   *
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   * In the \ref UnionFindEnum class all components are represented as
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   * a std::list. 
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   * Items of these lists are UnionFindEnumItem structures.
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   *
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   * The class has four fields:
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   *  - T me - the actual element 
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   *  - IIter parent - the parent of the element in the union-find structure
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   *  - int size - the size of the component of the element. 
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   *            Only valid if the element
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   *            is the leader of the component.
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   *  - CIter my_class - pointer into the list of components 
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   *            pointing to the component of the element.
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   *            Only valid if the element is the leader of the component.
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   */
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#endif
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  template <typename T>
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  struct UnionFindEnumItem {
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    typedef std::list<UnionFindEnumItem> ItemList;
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    typedef std::list<ItemList> ClassList;
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    typedef typename ItemList::iterator IIter;
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    typedef typename ClassList::iterator CIter;
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    T me;
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    IIter parent;
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    int size;
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    CIter my_class;
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    UnionFindEnumItem() {}
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    UnionFindEnumItem(const T &_me, CIter _my_class): 
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      me(_me), size(1), my_class(_my_class) {}
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  };
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  /**
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   * \brief A \e Union-Find data structure implementation which
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   * is able to enumerate the components.
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   *
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   * The class implements an \e Union-Find data structure
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   * which is able to enumerate the components and the items in
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   * a component. If you don't need this feature then perhaps it's
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   * better to use the \ref UnionFind class which is more efficient.
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   *
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   * The union operation uses rank heuristic, while
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   * the find operation uses path compresson.
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   *
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   * \pre You
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   * need to add all the elements by the \ref insert() method.
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   */
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  template <typename T, template <typename Item> class Map>
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  class UnionFindEnum {
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    typedef std::list<UnionFindEnumItem<T> > ItemList;
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    typedef std::list<ItemList> ClassList;
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    typedef typename ItemList::iterator IIter;
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    typedef typename ItemList::const_iterator IcIter;
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    typedef typename ClassList::iterator CIter;
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    typedef typename ClassList::const_iterator CcIter;
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  public:
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    typedef T ElementType;
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    typedef UnionFindEnumItem<T> ItemType;
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    typedef Map< IIter > MapType;
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  private:
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    MapType& m;
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    ClassList classes;
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    IIter _find(IIter a) const {
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      IIter comp = a;
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      IIter next;
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      while( (next = comp->parent) != comp ) {
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	comp = next;
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      }
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      IIter comp1 = a;
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      while( (next = comp1->parent) != comp ) {
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	comp1->parent = comp->parent;
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	comp1 = next;
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      }
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      return comp;
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    }
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  public:
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    UnionFindEnum(MapType& _m) : m(_m) {}
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    /**
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     * \brief Insert the given element into a new component.
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     *
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     * This method creates a new component consisting only of the
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     * given element.
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     */
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    void insert(const T &a)
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    {
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      classes.push_back(ItemList());
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      CIter aclass = classes.end();
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      --aclass;
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      ItemList &alist = *aclass;
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      alist.push_back(ItemType(a, aclass));
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      IIter ai = alist.begin();
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      ai->parent = ai;
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      m.set(a, ai);
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    }
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    /**
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     * \brief Find the leader of the component of the given element.
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     *
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     * The method returns the leader of the component of the given element.
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     */
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    T find(const T &a) const {
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      return _find(m[a])->me;
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    }
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    /**
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     * \brief Joining the component of element \e a and element \e b.
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     *
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     * This is the \e union operation of the Union-Find structure. 
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     * Joins the component of elemenent \e a and component of
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     * element \e b. If \e a and \e b are in the same component then
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     * returns false else returns true.
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     */
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    bool join(T a, T b) {
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      IIter ca = _find(m[a]);
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      IIter cb = _find(m[b]);
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      if ( ca == cb ) {
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	return false;
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      }
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      if ( ca->size > cb->size ) {
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	cb->parent = ca->parent;
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	ca->size += cb->size;
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	ItemList &alist = *ca->my_class;
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	alist.splice(alist.end(),*cb->my_class);
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	classes.erase(cb->my_class);
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	cb->my_class = 0;
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      }
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      else {
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	ca->parent = cb->parent;
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	cb->size += ca->size;
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	ItemList &blist = *cb->my_class;
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	blist.splice(blist.end(),*ca->my_class);
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	classes.erase(ca->my_class);
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	ca->my_class = 0;
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      }
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      return true;
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    }
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    /**
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     * \brief Returns the size of the component of element \e a.
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     *
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     * Returns the size of the component of element \e a.
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     */
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    int size(const T &a) const {
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      return _find(m[a])->size;
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    }
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    /**
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     * \brief Split up the component of the element. 
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     *
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     * Splitting the component of the element into sigleton
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     * components (component of size one).
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     */
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    void split(const T &a) {
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      IIter ca = _find(m[a]);
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      if ( ca->size == 1 )
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	return;
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      CIter aclass = ca->my_class;
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      for(IIter curr = ca; ++curr != aclass->end(); curr=ca) {
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	classes.push_back(ItemList());
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	CIter nl = --classes.end();
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	nl->splice(nl->end(), *aclass, curr);
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	curr->size=1;
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	curr->parent=curr;
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	curr->my_class = nl;
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      }
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      ca->size=1;
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      return;
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    }
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    /**
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     * \brief Set the given element to the leader element of its component.
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     *
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     * Set the given element to the leader element of its component.
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     */
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    void makeRep(const T &a) {
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      IIter ia = m[a];
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      IIter la = _find(ia);
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      if (la == ia) return;
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      ia->my_class = la->my_class;
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      la->my_class = 0;
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      ia->size = la->size;
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      CIter l = ia->my_class;
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      l->splice(l->begin(),*l,ia);
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      ia->parent = ia;
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      la->parent = ia;
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    }
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    /**
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     * \brief Remove the given element from the structure.
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     *
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     * Remove the given element from the structure.
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     *
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     * Removes the element from its component and if the component becomes
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     * empty then removes that component from the component list.
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     */
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    void erase(const T &a) {
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      IIter ma = m[a];
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      if (ma == 0) return;
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      IIter la = _find(ma);
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      if (la == ma) {
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	if (ma -> size == 1){
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	  classes.erase(ma->my_class);
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	  m.set(a,0);
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	  return;
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	}
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	++la;
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	la->size = ma->size; 
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	la->my_class = ma->my_class;	
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      }
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      for (IIter i = la; i != la->my_class->end(); ++i) {
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	i->parent = la;
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      }
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      la->size--;
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      la->my_class->erase(ma);
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      m.set(a,0);
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    }
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    /**
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     * \brief Removes the component of the given element from the structure.
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     *
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     * Removes the component of the given element from the structure.
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     */
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   428
beckerjc@394
   429
    void eraseClass(const T &a) {
beckerjc@394
   430
      IIter ma = m[a];
beckerjc@394
   431
      if (ma == 0) return;
beckerjc@394
   432
#     ifdef DEBUG
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   433
      CIter c = _find(ma)->my_class;
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   434
      for (IIter i=c->begin(); i!=c->end(); ++i)
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   435
	m.set(i->me, 0);
beckerjc@394
   436
#     endif
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   437
      classes.erase(_find(ma)->my_class);
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   438
    }
beckerjc@394
   439
beckerjc@394
   440
beckerjc@394
   441
    class ClassIt {
beckerjc@394
   442
      friend class UnionFindEnum;
beckerjc@394
   443
beckerjc@394
   444
      CcIter i;
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   445
    public:
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   446
      ClassIt(Invalid): i(0) {}
beckerjc@394
   447
      ClassIt() {}
beckerjc@394
   448
      
beckerjc@394
   449
      operator const T& () const { 
beckerjc@394
   450
	ItemList const &ll = *i;
beckerjc@394
   451
	return (ll.begin())->me; }
beckerjc@394
   452
      bool operator == (ClassIt it) const {
beckerjc@394
   453
	return (i == it.i);
beckerjc@394
   454
      }
beckerjc@394
   455
      bool operator != (ClassIt it) const {
beckerjc@394
   456
	return (i != it.i);
beckerjc@394
   457
      }
beckerjc@394
   458
      bool operator < (ClassIt it) const {
beckerjc@394
   459
	return (i < it.i);
beckerjc@394
   460
      }
beckerjc@394
   461
beckerjc@394
   462
      bool valid() const { return i != 0; }
beckerjc@394
   463
    private:
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   464
      void first(const ClassList &l) { i = l.begin(); validate(l); }
beckerjc@394
   465
      void next(const ClassList &l) {
beckerjc@394
   466
	++i; 
beckerjc@394
   467
	validate(l);
beckerjc@394
   468
      }
beckerjc@394
   469
      void validate(const ClassList &l) {
beckerjc@394
   470
	if ( i == l.end() ) 
beckerjc@394
   471
	  i = 0;
beckerjc@394
   472
      }
beckerjc@394
   473
    };
beckerjc@394
   474
beckerjc@462
   475
    /**
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   476
     * \brief Sets the iterator to point to the first component.
beckerjc@462
   477
     * 
beckerjc@462
   478
     * Sets the iterator to point to the first component.
beckerjc@462
   479
     *
beckerjc@462
   480
     * With the \ref first, \ref valid and \ref next methods you can
beckerjc@462
   481
     * iterate through the components. For example:
beckerjc@462
   482
     * \code
beckerjc@462
   483
     * UnionFindEnum<Graph::Node, Graph::NodeMap>::MapType map(G);
beckerjc@462
   484
     * UnionFindEnum<Graph::Node, Graph::NodeMap> U(map);
beckerjc@462
   485
     * UnionFindEnum<Graph::Node, Graph::NodeMap>::ClassIt iter;
beckerjc@462
   486
     *  for (U.first(iter); U.valid(iter); U.next(iter)) {
beckerjc@462
   487
     *    // iter is convertible to Graph::Node
beckerjc@462
   488
     *    cout << iter << endl;
beckerjc@462
   489
     *  }
beckerjc@462
   490
     * \endcode
beckerjc@462
   491
     */
beckerjc@394
   492
beckerjc@394
   493
    ClassIt& first(ClassIt& it) const {
beckerjc@394
   494
      it.first(classes);
beckerjc@394
   495
      return it;
beckerjc@394
   496
    }
beckerjc@394
   497
beckerjc@462
   498
    /**
beckerjc@462
   499
     * \brief Returns whether the iterator is valid.
beckerjc@462
   500
     *
beckerjc@462
   501
     * Returns whether the iterator is valid.
beckerjc@462
   502
     *
beckerjc@462
   503
     * With the \ref first, \ref valid and \ref next methods you can
beckerjc@462
   504
     * iterate through the components. See the example here: \ref first.
beckerjc@462
   505
     */
beckerjc@462
   506
beckerjc@394
   507
    bool valid(ClassIt const &it) const {
beckerjc@394
   508
      return it.valid(); 
beckerjc@394
   509
    }
beckerjc@394
   510
beckerjc@462
   511
    /**
beckerjc@462
   512
     * \brief Steps the iterator to the next component. 
beckerjc@462
   513
     *
beckerjc@462
   514
     * Steps the iterator to the next component.
beckerjc@462
   515
     *
beckerjc@462
   516
     * With the \ref first, \ref valid and \ref next methods you can
beckerjc@462
   517
     * iterate through the components. See the example here: \ref first.
beckerjc@462
   518
     */
beckerjc@462
   519
beckerjc@394
   520
    ClassIt& next(ClassIt& it) const {
beckerjc@394
   521
      it.next(classes);
beckerjc@394
   522
      return it;
beckerjc@394
   523
    }
beckerjc@394
   524
beckerjc@394
   525
beckerjc@394
   526
    class ItemIt {
beckerjc@394
   527
      friend class UnionFindEnum;
beckerjc@394
   528
beckerjc@394
   529
      IcIter i;
beckerjc@394
   530
      const ItemList *l;
beckerjc@394
   531
    public:
beckerjc@394
   532
      ItemIt(Invalid): i(0) {}
beckerjc@394
   533
      ItemIt() {}
beckerjc@394
   534
      
beckerjc@394
   535
      operator const T& () const { return i->me; }
beckerjc@394
   536
      bool operator == (ItemIt it) const {
beckerjc@394
   537
	return (i == it.i);
beckerjc@394
   538
      }
beckerjc@394
   539
      bool operator != (ItemIt it) const {
beckerjc@394
   540
	return (i != it.i);
beckerjc@394
   541
      }
beckerjc@394
   542
      bool operator < (ItemIt it) const {
beckerjc@394
   543
	return (i < it.i);
beckerjc@394
   544
      }
beckerjc@394
   545
beckerjc@394
   546
      bool valid() const { return i != 0; }
beckerjc@394
   547
    private:
beckerjc@394
   548
      void first(const ItemList &il) { l=&il; i = l->begin(); validate(); }
beckerjc@394
   549
      void next() {
beckerjc@394
   550
	++i; 
beckerjc@394
   551
	validate();
beckerjc@394
   552
      }
beckerjc@394
   553
      void validate() {
beckerjc@394
   554
	if ( i == l->end() ) 
beckerjc@394
   555
	  i = 0;
beckerjc@394
   556
      }
beckerjc@394
   557
    };
beckerjc@394
   558
beckerjc@394
   559
beckerjc@462
   560
beckerjc@462
   561
    /**
beckerjc@462
   562
     * \brief Sets the iterator to point to the first element of the component.
beckerjc@462
   563
     * 
beckerjc@462
   564
     * \anchor first2 
beckerjc@462
   565
     * Sets the iterator to point to the first element of the component.
beckerjc@462
   566
     *
beckerjc@462
   567
     * With the \ref first2 "first", \ref valid2 "valid" 
beckerjc@462
   568
     * and \ref next2 "next" methods you can
beckerjc@462
   569
     * iterate through the elements of a component. For example
beckerjc@462
   570
     * (iterating through the component of the node \e node):
beckerjc@462
   571
     * \code
beckerjc@462
   572
     * Graph::Node node = ...;
beckerjc@462
   573
     * UnionFindEnum<Graph::Node, Graph::NodeMap>::MapType map(G);
beckerjc@462
   574
     * UnionFindEnum<Graph::Node, Graph::NodeMap> U(map);
beckerjc@462
   575
     * UnionFindEnum<Graph::Node, Graph::NodeMap>::ItemIt iiter;
beckerjc@462
   576
     *   for (U.first(iiter, node); U.valid(iiter); U.next(iiter)) {
beckerjc@462
   577
     *     // iiter is convertible to Graph::Node
beckerjc@462
   578
     *     cout << iiter << endl;
beckerjc@462
   579
     *   }
beckerjc@462
   580
     * \endcode
beckerjc@462
   581
     */
beckerjc@462
   582
    
beckerjc@394
   583
    ItemIt& first(ItemIt& it, const T& a) const {
beckerjc@394
   584
      it.first( * _find(m[a])->my_class );
beckerjc@394
   585
      return it;
beckerjc@394
   586
    }
beckerjc@394
   587
beckerjc@462
   588
    /**
beckerjc@462
   589
     * \brief Returns whether the iterator is valid.
beckerjc@462
   590
     *
beckerjc@462
   591
     * \anchor valid2
beckerjc@462
   592
     * Returns whether the iterator is valid.
beckerjc@462
   593
     *
beckerjc@462
   594
     * With the \ref first2 "first", \ref valid2 "valid" 
beckerjc@462
   595
     * and \ref next2 "next" methods you can
beckerjc@462
   596
     * iterate through the elements of a component.
beckerjc@462
   597
     * See the example here: \ref first2 "first".
beckerjc@462
   598
     */
beckerjc@462
   599
beckerjc@394
   600
    bool valid(ItemIt const &it) const {
beckerjc@394
   601
      return it.valid(); 
beckerjc@394
   602
    }
beckerjc@394
   603
beckerjc@462
   604
    /**
beckerjc@462
   605
     * \brief Steps the iterator to the next component. 
beckerjc@462
   606
     *
beckerjc@462
   607
     * \anchor next2
beckerjc@462
   608
     * Steps the iterator to the next component.
beckerjc@462
   609
     *
beckerjc@462
   610
     * With the \ref first2 "first", \ref valid2 "valid" 
beckerjc@462
   611
     * and \ref next2 "next" methods you can
beckerjc@462
   612
     * iterate through the elements of a component.
beckerjc@462
   613
     * See the example here: \ref first2 "first".
beckerjc@462
   614
     */
beckerjc@462
   615
beckerjc@394
   616
    ItemIt& next(ItemIt& it) const {
beckerjc@394
   617
      it.next();
beckerjc@394
   618
      return it;
beckerjc@394
   619
    }
beckerjc@394
   620
    
beckerjc@462
   621
  };
beckerjc@394
   622
beckerjc@394
   623
beckerjc@462
   624
  //! @}
beckerjc@394
   625
beckerjc@150
   626
} //namespace hugo
beckerjc@150
   627
beckerjc@218
   628
#endif //HUGO_UNION_FIND_H