src/hugo/unionfind.h
author marci
Wed, 01 Sep 2004 09:04:07 +0000
changeset 779 83c49c272679
parent 649 ce74706e924d
child 810 e9fbc747ca47
permissions -rw-r--r--
correction
     1 // -*- c++ -*- //
     2 #ifndef HUGO_UNION_FIND_H
     3 #define HUGO_UNION_FIND_H
     4 
     5 //!\ingroup auxdat
     6 //!\file
     7 //!\brief Union-Find data structures.
     8 //!
     9 //!\bug unionfind_test.cc doesn't work with Intel compiler. It compiles but
    10 //!fails to run (Segmentation fault).
    11 
    12 
    13 #include <vector>
    14 #include <list>
    15 #include <utility>
    16 #include <algorithm>
    17 
    18 #include <hugo/invalid.h>
    19 
    20 namespace hugo {
    21 
    22   //! \addtogroup auxdat
    23   //! @{
    24 
    25   /**
    26    * \brief A \e Union-Find data structure implementation
    27    *
    28    * The class implements the \e Union-Find data structure. 
    29    * The union operation uses rank heuristic, while
    30    * the find operation uses path compression.
    31    * This is a very simple but efficient implementation, providing 
    32    * only four methods: join (union), find, insert and size.
    33    * For more features see the \ref UnionFindEnum class.
    34    *
    35    * \pre The elements are automatically added only if the map 
    36    * given to the constructor was filled with -1's. Otherwise you
    37    * need to add all the elements by the \ref insert() method.
    38    */
    39 
    40   template <typename T, typename TIntMap>
    41   class UnionFind {
    42     
    43   public:
    44     typedef T ElementType;
    45     typedef std::pair<int,int> PairType;
    46 
    47   private:
    48     std::vector<PairType> data;
    49     TIntMap& map;
    50 
    51   public:
    52     UnionFind(TIntMap& m) : map(m) {}
    53 
    54     /**
    55      * \brief Returns the index of the element's component.
    56      *
    57      * The method returns the index of the element's component.
    58      * This is an integer between zero and the number of inserted elements.
    59      */
    60 
    61     int find(T a)
    62     {
    63       int comp0 = map[a];
    64       if (comp0 < 0) {
    65 	return insert(a);
    66       }
    67       int comp = comp0;
    68       int next;
    69       while ( (next = data[comp].first) != comp) {
    70 	comp = next;
    71       }
    72       while ( (next = data[comp0].first) != comp) {
    73 	data[comp0].first = comp;
    74 	comp0 = next;
    75       }
    76 
    77       return comp;
    78     }
    79 
    80     /**
    81      * \brief Insert a new element into the structure.
    82      *
    83      * This method inserts a new element into the data structure. 
    84      *
    85      * It is not required to use this method:
    86      * if the map given to the constructor was filled 
    87      * with -1's then it is called automatically
    88      * on the first \ref find or \ref join.
    89      *
    90      * The method returns the index of the new component.
    91      */
    92 
    93     int insert(T a)
    94     {
    95       int n = data.size();
    96       data.push_back(std::make_pair(n, 1));
    97       map.set(a,n);
    98       return n;
    99     }
   100 
   101     /**
   102      * \brief Joining the components of element \e a and element \e b.
   103      *
   104      * This is the \e union operation of the Union-Find structure. 
   105      * Joins the component of elemenent \e a and component of
   106      * element \e b. If \e a and \e b are in the same component then
   107      * it returns false otherwise it returns true.
   108      */
   109 
   110     bool join(T a, T b)
   111     {
   112       int ca = find(a);
   113       int cb = find(b);
   114 
   115       if ( ca == cb ) 
   116 	return false;
   117 
   118       if ( data[ca].second > data[cb].second ) {
   119 	data[cb].first = ca;
   120 	data[ca].second += data[cb].second;
   121       }
   122       else {
   123 	data[ca].first = cb;
   124 	data[cb].second += data[ca].second;
   125       }
   126       return true;
   127     }
   128 
   129     /**
   130      * \brief Returns the size of the component of element \e a.
   131      *
   132      * Returns the size of the component of element \e a.
   133      */
   134 
   135     int size(T a)
   136     {
   137       int ca = find(a);
   138       return data[ca].second;
   139     }
   140 
   141   };
   142 
   143 
   144 
   145 
   146   /*******************************************************/
   147 
   148 
   149 #ifdef DEVELOPMENT_DOCS
   150 
   151   /**
   152    * \brief The auxiliary class for the \ref UnionFindEnum class.
   153    *
   154    * In the \ref UnionFindEnum class all components are represented as
   155    * a std::list. 
   156    * Items of these lists are UnionFindEnumItem structures.
   157    *
   158    * The class has four fields:
   159    *  - T me - the actual element 
   160    *  - IIter parent - the parent of the element in the union-find structure
   161    *  - int size - the size of the component of the element. 
   162    *            Only valid if the element
   163    *            is the leader of the component.
   164    *  - CIter my_class - pointer into the list of components 
   165    *            pointing to the component of the element.
   166    *            Only valid if the element is the leader of the component.
   167    */
   168 
   169 #endif
   170 
   171   template <typename T>
   172   struct UnionFindEnumItem {
   173 
   174     typedef std::list<UnionFindEnumItem> ItemList;
   175     typedef std::list<ItemList> ClassList;
   176     typedef typename ItemList::iterator IIter;
   177     typedef typename ClassList::iterator CIter;
   178 
   179     T me;
   180     IIter parent;
   181     int size;
   182     CIter my_class;
   183 
   184     UnionFindEnumItem() {}
   185     UnionFindEnumItem(const T &_me, CIter _my_class): 
   186       me(_me), size(1), my_class(_my_class) {}
   187   };
   188 
   189 
   190   /**
   191    * \brief A \e Union-Find data structure implementation which
   192    * is able to enumerate the components.
   193    *
   194    * The class implements a \e Union-Find data structure
   195    * which is able to enumerate the components and the items in
   196    * a component. If you don't need this feature then perhaps it's
   197    * better to use the \ref UnionFind class which is more efficient.
   198    *
   199    * The union operation uses rank heuristic, while
   200    * the find operation uses path compression.
   201    *
   202    * \pre You
   203    * need to add all the elements by the \ref insert() method.
   204    */
   205 
   206 
   207   template <typename T, template <typename Item> class Map>
   208   class UnionFindEnum {
   209 
   210     typedef std::list<UnionFindEnumItem<T> > ItemList;
   211     typedef std::list<ItemList> ClassList;
   212     typedef typename ItemList::iterator IIter;
   213     typedef typename ItemList::const_iterator IcIter;
   214     typedef typename ClassList::iterator CIter;
   215     typedef typename ClassList::const_iterator CcIter;
   216 
   217   public:
   218     typedef T ElementType;
   219     typedef UnionFindEnumItem<T> ItemType;
   220     typedef Map< IIter > MapType;
   221 
   222   private:
   223     MapType& m;
   224     ClassList classes;
   225 
   226     IIter _find(IIter a) const {
   227       IIter comp = a;
   228       IIter next;
   229       while( (next = comp->parent) != comp ) {
   230 	comp = next;
   231       }
   232 
   233       IIter comp1 = a;
   234       while( (next = comp1->parent) != comp ) {
   235 	comp1->parent = comp->parent;
   236 	comp1 = next;
   237       }
   238       return comp;
   239     }
   240 
   241   public:
   242     UnionFindEnum(MapType& _m) : m(_m) {}
   243 
   244 
   245     /**
   246      * \brief Insert the given element into a new component.
   247      *
   248      * This method creates a new component consisting only of the
   249      * given element.
   250      */
   251 
   252     void insert(const T &a)
   253     {
   254 
   255 
   256       classes.push_back(ItemList());
   257       CIter aclass = classes.end();
   258       --aclass;
   259 
   260       ItemList &alist = *aclass;
   261       alist.push_back(ItemType(a, aclass));
   262       IIter ai = alist.begin();
   263 
   264       ai->parent = ai;
   265       m.set(a, ai);
   266 
   267     }
   268 
   269     /**
   270      * \brief Insert the given element into the component of the others.
   271      *
   272      * This methods insert the element \e a into the component of the
   273      * element \e comp. 
   274      */
   275 
   276     void insert(const T &a, const T &comp) {
   277       
   278       IIter clit = _find(m[comp]);
   279       ItemList &c = *clit->my_class;
   280       c.push_back(ItemType(a,0));
   281       IIter ai = c.end();
   282       --ai;
   283       ai->parent = clit;
   284       m.set(a, ai);
   285       ++clit->size;
   286     }
   287 
   288 
   289     /**
   290      * \brief Find the leader of the component of the given element.
   291      *
   292      * The method returns the leader of the component of the given element.
   293      */
   294 
   295     T find(const T &a) const {
   296       return _find(m[a])->me;
   297     }
   298 
   299 
   300     /**
   301      * \brief Joining the component of element \e a and element \e b.
   302      *
   303      * This is the \e union operation of the Union-Find structure. 
   304      * Joins the component of elemenent \e a and component of
   305      * element \e b. If \e a and \e b are in the same component then
   306      * returns false else returns true.
   307      */
   308 
   309     bool join(T a, T b) {
   310 
   311       IIter ca = _find(m[a]);
   312       IIter cb = _find(m[b]);
   313 
   314       if ( ca == cb ) {
   315 	return false;
   316       }
   317 
   318       if ( ca->size > cb->size ) {
   319 
   320 	cb->parent = ca->parent;
   321 	ca->size += cb->size;
   322 	
   323 	ItemList &alist = *ca->my_class;
   324 	alist.splice(alist.end(),*cb->my_class);
   325 
   326 	classes.erase(cb->my_class);
   327 	cb->my_class = 0;
   328       }
   329       else {
   330 
   331 	ca->parent = cb->parent;
   332 	cb->size += ca->size;
   333 	
   334 	ItemList &blist = *cb->my_class;
   335 	blist.splice(blist.end(),*ca->my_class);
   336 
   337 	classes.erase(ca->my_class);
   338 	ca->my_class = 0;
   339       }
   340 
   341       return true;
   342     }
   343 
   344 
   345     /**
   346      * \brief Returns the size of the component of element \e a.
   347      *
   348      * Returns the size of the component of element \e a.
   349      */
   350 
   351     int size(const T &a) const {
   352       return _find(m[a])->size;
   353     }
   354 
   355 
   356     /**
   357      * \brief Split up the component of the element. 
   358      *
   359      * Splitting the component of the element into sigleton
   360      * components (component of size one).
   361      */
   362 
   363     void split(const T &a) {
   364 
   365       IIter ca = _find(m[a]);
   366  
   367       if ( ca->size == 1 )
   368 	return;
   369       
   370       CIter aclass = ca->my_class;
   371 
   372       for(IIter curr = ca; ++curr != aclass->end(); curr=ca) {
   373 	classes.push_back(ItemList());
   374 	CIter nl = --classes.end();
   375 	nl->splice(nl->end(), *aclass, curr);
   376 
   377 	curr->size=1;
   378 	curr->parent=curr;
   379 	curr->my_class = nl;
   380       }
   381 
   382       ca->size=1;
   383       return;
   384     }
   385 
   386 
   387     /**
   388      * \brief Set the given element to the leader element of its component.
   389      *
   390      * Set the given element to the leader element of its component.
   391      */
   392 
   393     void makeRep(const T &a) {
   394 
   395       IIter ia = m[a];
   396       IIter la = _find(ia);
   397       if (la == ia) return;
   398 
   399       ia->my_class = la->my_class;
   400       la->my_class = 0;
   401 
   402       ia->size = la->size;
   403 
   404       CIter l = ia->my_class;
   405       l->splice(l->begin(),*l,ia);
   406 
   407       ia->parent = ia;
   408       la->parent = ia;
   409     }
   410 
   411     /**
   412      * \brief Move the given element to an other component.
   413      *
   414      * This method moves the element \e a from its component
   415      * to the component of \e comp.
   416      * If \e a and \e comp are in the same component then
   417      * it returns false otherwise it returns true.
   418      */
   419 
   420     bool move(const T &a, const T &comp) {
   421 
   422       IIter ai = m[a];
   423       IIter lai = _find(ai);
   424       IIter clit = _find(m[comp]);
   425 
   426       if (lai == clit)
   427 	return false;
   428 
   429       ItemList &c = *clit->my_class;
   430 
   431       bool is_leader = (lai == ai);
   432       bool singleton = false;
   433 
   434       if (is_leader) {
   435 	++lai;
   436       }
   437 
   438       c.splice(c.end(), *lai->my_class, ai);
   439 
   440       if (is_leader) {
   441 	if (ai->size == 1) {
   442 	  classes.erase(ai->my_class);
   443 	  singleton = true;
   444 	}
   445 	else {
   446 	  lai->size = ai->size; 
   447 	  lai->my_class = ai->my_class;	
   448 	}
   449       }
   450       if (!singleton) {
   451 	for (IIter i = lai; i != lai->my_class->end(); ++i)
   452 	  i->parent = lai;
   453 	--lai->size;
   454       }
   455 
   456       ai->parent = clit;
   457       ai->my_class = 0;
   458       ++clit->size;
   459 
   460       return true;
   461     }
   462 
   463 
   464     /**
   465      * \brief Remove the given element from the structure.
   466      *
   467      * Remove the given element from the structure.
   468      *
   469      * Removes the element from its component and if the component becomes
   470      * empty then removes that component from the component list.
   471      */
   472     void erase(const T &a) {
   473 
   474       IIter ma = m[a];
   475       if (ma == 0) return;
   476 
   477       IIter la = _find(ma);
   478       if (la == ma) {
   479 	if (ma -> size == 1){
   480 	  classes.erase(ma->my_class);
   481 	  m.set(a,0);
   482 	  return;
   483 	}
   484 	++la;
   485 	la->size = ma->size; 
   486 	la->my_class = ma->my_class;	
   487       }
   488 
   489       for (IIter i = la; i != la->my_class->end(); ++i) {
   490 	i->parent = la;
   491       }
   492 
   493       la->size--;
   494       la->my_class->erase(ma);
   495       m.set(a,0);
   496     }
   497 
   498     /**
   499      * \brief Removes the component of the given element from the structure.
   500      *
   501      * Removes the component of the given element from the structure.
   502      */
   503 
   504     void eraseClass(const T &a) {
   505       IIter ma = m[a];
   506       if (ma == 0) return;
   507 #     ifdef DEBUG
   508       CIter c = _find(ma)->my_class;
   509       for (IIter i=c->begin(); i!=c->end(); ++i)
   510 	m.set(i->me, 0);
   511 #     endif
   512       classes.erase(_find(ma)->my_class);
   513     }
   514 
   515 
   516     class ClassIt {
   517       friend class UnionFindEnum;
   518 
   519       CcIter i;
   520     public:
   521       ClassIt(Invalid): i(0) {}
   522       ClassIt() {}
   523       
   524       operator const T& () const { 
   525 	ItemList const &ll = *i;
   526 	return (ll.begin())->me; }
   527       bool operator == (ClassIt it) const {
   528 	return (i == it.i);
   529       }
   530       bool operator != (ClassIt it) const {
   531 	return (i != it.i);
   532       }
   533       bool operator < (ClassIt it) const {
   534 	return (i < it.i);
   535       }
   536 
   537       bool valid() const { return i != 0; }
   538     private:
   539       void first(const ClassList &l) { i = l.begin(); validate(l); }
   540       void next(const ClassList &l) {
   541 	++i; 
   542 	validate(l);
   543       }
   544       void validate(const ClassList &l) {
   545 	if ( i == l.end() ) 
   546 	  i = 0;
   547       }
   548     };
   549 
   550     /**
   551      * \brief Sets the iterator to point to the first component.
   552      * 
   553      * Sets the iterator to point to the first component.
   554      *
   555      * With the \ref first, \ref valid and \ref next methods you can
   556      * iterate through the components. For example:
   557      * \code
   558      * UnionFindEnum<Graph::Node, Graph::NodeMap>::MapType map(G);
   559      * UnionFindEnum<Graph::Node, Graph::NodeMap> U(map);
   560      * UnionFindEnum<Graph::Node, Graph::NodeMap>::ClassIt iter;
   561      *  for (U.first(iter); U.valid(iter); U.next(iter)) {
   562      *    // iter is convertible to Graph::Node
   563      *    cout << iter << endl;
   564      *  }
   565      * \endcode
   566      */
   567 
   568     ClassIt& first(ClassIt& it) const {
   569       it.first(classes);
   570       return it;
   571     }
   572 
   573     /**
   574      * \brief Returns whether the iterator is valid.
   575      *
   576      * Returns whether the iterator is valid.
   577      *
   578      * With the \ref first, \ref valid and \ref next methods you can
   579      * iterate through the components. See the example here: \ref first.
   580      */
   581 
   582     bool valid(ClassIt const &it) const {
   583       return it.valid(); 
   584     }
   585 
   586     /**
   587      * \brief Steps the iterator to the next component. 
   588      *
   589      * Steps the iterator to the next component.
   590      *
   591      * With the \ref first, \ref valid and \ref next methods you can
   592      * iterate through the components. See the example here: \ref first.
   593      */
   594 
   595     ClassIt& next(ClassIt& it) const {
   596       it.next(classes);
   597       return it;
   598     }
   599 
   600 
   601     class ItemIt {
   602       friend class UnionFindEnum;
   603 
   604       IcIter i;
   605       const ItemList *l;
   606     public:
   607       ItemIt(Invalid): i(0) {}
   608       ItemIt() {}
   609       
   610       operator const T& () const { return i->me; }
   611       bool operator == (ItemIt it) const {
   612 	return (i == it.i);
   613       }
   614       bool operator != (ItemIt it) const {
   615 	return (i != it.i);
   616       }
   617       bool operator < (ItemIt it) const {
   618 	return (i < it.i);
   619       }
   620 
   621       bool valid() const { return i != 0; }
   622     private:
   623       void first(const ItemList &il) { l=&il; i = l->begin(); validate(); }
   624       void next() {
   625 	++i; 
   626 	validate();
   627       }
   628       void validate() {
   629 	if ( i == l->end() ) 
   630 	  i = 0;
   631       }
   632     };
   633 
   634 
   635 
   636     /**
   637      * \brief Sets the iterator to point to the first element of the component.
   638      * 
   639      * \anchor first2 
   640      * Sets the iterator to point to the first element of the component.
   641      *
   642      * With the \ref first2 "first", \ref valid2 "valid" 
   643      * and \ref next2 "next" methods you can
   644      * iterate through the elements of a component. For example
   645      * (iterating through the component of the node \e node):
   646      * \code
   647      * Graph::Node node = ...;
   648      * UnionFindEnum<Graph::Node, Graph::NodeMap>::MapType map(G);
   649      * UnionFindEnum<Graph::Node, Graph::NodeMap> U(map);
   650      * UnionFindEnum<Graph::Node, Graph::NodeMap>::ItemIt iiter;
   651      *   for (U.first(iiter, node); U.valid(iiter); U.next(iiter)) {
   652      *     // iiter is convertible to Graph::Node
   653      *     cout << iiter << endl;
   654      *   }
   655      * \endcode
   656      */
   657     
   658     ItemIt& first(ItemIt& it, const T& a) const {
   659       it.first( * _find(m[a])->my_class );
   660       return it;
   661     }
   662 
   663     /**
   664      * \brief Returns whether the iterator is valid.
   665      *
   666      * \anchor valid2
   667      * Returns whether the iterator is valid.
   668      *
   669      * With the \ref first2 "first", \ref valid2 "valid" 
   670      * and \ref next2 "next" methods you can
   671      * iterate through the elements of a component.
   672      * See the example here: \ref first2 "first".
   673      */
   674 
   675     bool valid(ItemIt const &it) const {
   676       return it.valid(); 
   677     }
   678 
   679     /**
   680      * \brief Steps the iterator to the next component. 
   681      *
   682      * \anchor next2
   683      * Steps the iterator to the next component.
   684      *
   685      * With the \ref first2 "first", \ref valid2 "valid" 
   686      * and \ref next2 "next" methods you can
   687      * iterate through the elements of a component.
   688      * See the example here: \ref first2 "first".
   689      */
   690 
   691     ItemIt& next(ItemIt& it) const {
   692       it.next();
   693       return it;
   694     }
   695     
   696   };
   697 
   698 
   699   //! @}
   700 
   701 } //namespace hugo
   702 
   703 #endif //HUGO_UNION_FIND_H