lemon/radix_sort.h
author deba
Fri, 15 Jun 2007 14:36:24 +0000
changeset 2457 8c791ee69a45
parent 2386 81b47fc5c444
child 2477 b5e1f017ff41
permissions -rw-r--r--
Improvments in min cost flow algorithms
- improved cycle cancelling
     1 /* -*- C++ -*-
     2  *
     3  * This file is a part of LEMON, a generic C++ optimization library
     4  *
     5  * Copyright (C) 2003-2007
     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 RADIX_SORT_H
    20 #define RADIX_SORT_H
    21 
    22 /// \ingroup auxalg
    23 /// \file
    24 /// \brief Radix sort
    25 ///
    26 
    27 #include <vector>
    28 #include <limits>
    29 #include <iterator>
    30 #include <algorithm>
    31 
    32 #include <lemon/error.h>
    33 
    34 namespace lemon {
    35 
    36   namespace _radix_sort_bits {
    37 
    38     template <typename Value>
    39     struct Identity {
    40       const Value& operator()(const Value& val) {
    41 	return val;
    42       }
    43     };
    44 
    45   }
    46 
    47   template <typename Value, typename Iterator, typename Functor>
    48   Iterator radixSortPartition(Iterator first, Iterator last, 
    49 			      Functor functor, Value mask) {
    50     while (first != last && !(functor(*first) & mask)) {
    51       ++first;
    52     }
    53     if (first == last) {
    54       return first;
    55     }
    56     --last;
    57     while (first != last && (functor(*last) & mask)) {
    58       --last;
    59     }
    60     if (first == last) {
    61       return first;
    62     }
    63     std::iter_swap(first, last);
    64     ++first;
    65     if (!(first < last)) {
    66       return first;
    67     }
    68     while (true) {
    69       while (!(functor(*first) & mask)) {
    70 	++first;
    71       }
    72       --last;
    73       while (functor(*last) & mask) {
    74 	--last;
    75       }
    76       if (!(first < last)) {
    77 	return first;
    78       }
    79       std::iter_swap(first, last);
    80       ++first;
    81     }
    82   }
    83 
    84   template <typename Iterator, typename Functor>
    85   Iterator radixSortSignPartition(Iterator first, Iterator last, 
    86 				  Functor functor) {
    87     while (first != last && functor(*first) < 0) {
    88       ++first;
    89     }
    90     if (first == last) {
    91       return first;
    92     }
    93     --last;
    94     while (first != last && functor(*last) >= 0) {
    95       --last;
    96     }
    97     if (first == last) {
    98       return first;
    99     }
   100     std::iter_swap(first, last);
   101     ++first;
   102     if (!(first < last)) {
   103       return first;
   104     }
   105     while (true) {
   106       while (functor(*first) < 0) {
   107 	++first;
   108       }
   109       --last;
   110       while (functor(*last) >= 0) {
   111 	--last;
   112       }
   113       if (!(first < last)) {
   114 	return first;
   115       }
   116       std::iter_swap(first, last);
   117       ++first;
   118     }
   119   }
   120 
   121   template <typename Value, typename Iterator, typename Functor>
   122   void radixIntroSort(Iterator first, Iterator last, 
   123 		      Functor functor, Value mask) {
   124     while (mask != 0 && last - first > 1) {
   125       Iterator cut = radixSortPartition(first, last, functor, mask);
   126       mask >>= 1;
   127       radixIntroSort(first, cut, functor, mask);
   128       first = cut;
   129     }
   130   }
   131 
   132   template <typename Value, typename Iterator, typename Functor>
   133   void radixSignedSort(Iterator first, Iterator last, Functor functor) {
   134     Iterator cut = radixSortSignPartition(first, last, functor);
   135 
   136     Value mask;
   137     int max_digit;
   138     Iterator it;
   139 
   140     mask = 0; max_digit = 0;
   141     for (it = first; it != cut; ++it) {
   142       if ((mask | functor(*it)) != ~0) {
   143 	++max_digit;
   144 	mask <<= 1; 
   145 	mask |= 1;
   146       }
   147     }
   148     radixIntroSort(first, cut, functor, 1 << max_digit);
   149 
   150     mask = ~0; max_digit = 0;
   151     for (it = cut; it != last; ++it) {
   152       if (mask & functor(*it)) {
   153 	++max_digit;
   154 	mask <<= 1;
   155       }
   156     }
   157     radixIntroSort(cut, last, functor, 1 << max_digit);
   158   }
   159 
   160   template <typename Value, typename Iterator, typename Functor>
   161   void radixUnsignedSort(Iterator first, Iterator last, Functor functor) {
   162 
   163     Value mask = ~0;
   164     int max_digit = 0;
   165 
   166     Iterator it;
   167     for (it = first; it != last; ++it) {
   168       if (mask & functor(*it)) {
   169 	++max_digit;
   170 	mask <<= 1;
   171       }
   172     }
   173     radixIntroSort(first, last, functor, 1 << max_digit);
   174   }
   175 
   176   namespace _radix_sort_bits {
   177 
   178     template <typename Value, 
   179 	      bool sign = std::numeric_limits<Value>::is_signed >
   180     struct RadixSortSelector {
   181       template <typename Iterator, typename Functor>
   182       static void sort(Iterator first, Iterator last, Functor functor) {
   183 	radixSignedSort<Value>(first, last, functor);
   184       }
   185     };
   186 
   187     template <typename Value>
   188     struct RadixSortSelector<Value, false> {
   189       template <typename Iterator, typename Functor>
   190       static void sort(Iterator first, Iterator last, Functor functor) {
   191 	radixUnsignedSort<Value>(first, last, functor);
   192       }
   193     };
   194 
   195   }
   196 
   197   /// \ingroup auxalg
   198   ///
   199   /// \brief Sorts the stl compatible range into ascending order.
   200   ///
   201   /// The \c radixSort sorts the stl compatible range into ascending order.
   202   /// The radix sort algorithm can sort the items which mapped to an
   203   /// integer by the adaptable unary function \c functor and the order
   204   /// will be ascending by these mapped values. As function specialization
   205   /// there is possible to use a normal function as the functor object
   206   /// or if the functor is not given it will use an identity function instead.
   207   ///
   208   /// This implemented radix sort is a special quick sort which pivot value
   209   /// is choosen to partite the items on the next bit. This way, let be
   210   /// \c c the maximal capacity and \c n the number of the items in
   211   /// the container, the time complexity of the algorithm 
   212   /// \f$ O(\log(c)n) \f$ and the additional space complexity is 
   213   /// \f$ O(\log(c)) \f$.
   214   ///
   215   /// \param first The begin of the given range.
   216   /// \param last The end of the given range.
   217   /// \param functor An adaptible unary function or a normal function which
   218   /// maps the items to any integer type which can be wheter signed or 
   219   /// unsigned.
   220   template <typename Iterator, typename Functor>
   221   void radixSort(Iterator first, Iterator last, Functor functor) {
   222     using namespace _radix_sort_bits;
   223     typedef typename Functor::result_type Value;
   224     RadixSortSelector<Value>::sort(first, last, functor);
   225   }
   226 
   227   template <typename Iterator, typename Value, typename Key>
   228   void radixSort(Iterator first, Iterator last, Value (*functor)(Key)) {
   229     using namespace _radix_sort_bits;
   230     RadixSortSelector<Value>::sort(first, last, functor);
   231   }
   232 
   233   template <typename Iterator, typename Value, typename Key>
   234   void radixSort(Iterator first, Iterator last, Value& (*functor)(Key)) {
   235     using namespace _radix_sort_bits;
   236     RadixSortSelector<Value>::sort(first, last, functor);
   237   }
   238 
   239   template <typename Iterator, typename Value, typename Key>
   240   void radixSort(Iterator first, Iterator last, Value (*functor)(Key&)) {
   241     using namespace _radix_sort_bits;
   242     RadixSortSelector<Value>::sort(first, last, functor);
   243   }
   244 
   245   template <typename Iterator, typename Value, typename Key>
   246   void radixSort(Iterator first, Iterator last, Value& (*functor)(Key&)) {
   247     using namespace _radix_sort_bits;
   248     RadixSortSelector<Value>::sort(first, last, functor);
   249   }
   250 
   251   template <typename Iterator>
   252   void radixSort(Iterator first, Iterator last) {
   253     using namespace _radix_sort_bits;
   254     typedef typename std::iterator_traits<Iterator>::value_type Value;
   255     RadixSortSelector<Value>::sort(first, last, Identity<Value>());
   256   }
   257 
   258   template <typename Value>
   259   unsigned char valueByte(Value value, int byte) {
   260     return value >> (std::numeric_limits<unsigned char>::digits * byte);
   261   }
   262 
   263   template <typename Functor, typename Key>
   264   void counterIntroSort(Key *first, Key *last, Key *target, 
   265 		       int byte, Functor functor) {
   266     const int size = 
   267       unsigned(std::numeric_limits<unsigned char>::max()) + 1;
   268     std::vector<int> counter(size);
   269     for (int i = 0; i < size; ++i) {
   270       counter[i] = 0;
   271     }
   272     Key *it = first;
   273     while (first != last) {
   274       ++counter[valueByte(functor(*first), byte)]; 
   275       ++first;
   276     }
   277     int prev, num = 0;
   278     for (int i = 0; i < size; ++i) {
   279       prev = num;
   280       num += counter[i];
   281       counter[i] = prev;
   282     }
   283     while (it != last) {
   284       target[counter[valueByte(functor(*it), byte)]++] = *it;
   285       ++it;
   286     }
   287   }
   288 
   289   template <typename Functor, typename Key>
   290   void signedCounterIntroSort(Key *first, Key *last, Key *target, 
   291 			     int byte, Functor functor) {
   292     const int size = 
   293       unsigned(std::numeric_limits<unsigned char>::max()) + 1;
   294     std::vector<int> counter(size);
   295     for (int i = 0; i < size; ++i) {
   296       counter[i] = 0;
   297     }
   298     Key *it = first;
   299     while (first != last) {
   300       counter[valueByte(functor(*first), byte)]++;
   301       ++first;
   302     }
   303     int prev, num = 0;
   304     for (int i = size / 2; i < size; ++i) {
   305       prev = num;
   306       num += counter[i];
   307       counter[i] = prev;
   308     }
   309     for (int i = 0; i < size / 2; ++i) {
   310       prev = num;
   311       num += counter[i];
   312       counter[i] = prev;
   313     }
   314     while (it != last) {
   315       target[counter[valueByte(functor(*it), byte)]++] = *it;
   316       ++it;
   317     }
   318   }
   319 
   320   
   321   template <typename Value, typename Iterator, typename Functor>
   322   void counterSignedSort(Iterator first, Iterator last, Functor functor) {
   323     if (first == last) return;
   324     typedef typename std::iterator_traits<Iterator>::value_type Key;
   325     typedef std::allocator<Key> Allocator;
   326     Allocator allocator;
   327 
   328     int length = std::distance(first, last);
   329     Key* buffer = allocator.allocate(2 * length);
   330     try {
   331       bool dir = true;
   332       std::copy(first, last, buffer);
   333       for (int i = 0; i < int(sizeof(Value)) - 1; ++i) {
   334 	if (dir) {
   335 	  counterIntroSort(buffer, buffer + length, buffer + length, 
   336 			   i, functor);
   337 	} else {
   338 	  counterIntroSort(buffer + length, buffer + 2 * length, buffer, 
   339 			   i, functor);
   340 	}
   341 	dir = !dir;
   342       }
   343       if (dir) {
   344 	signedCounterIntroSort(buffer, buffer + length, buffer + length, 
   345 			       sizeof(Value) - 1, functor);
   346 	std::copy(buffer + length, buffer + 2 * length, first);
   347       }	else {
   348 	signedCounterIntroSort(buffer + length, buffer + 2 * length, buffer, 
   349 			       sizeof(Value) - 1, functor);
   350 	std::copy(buffer, buffer + length, first);
   351       }
   352     } catch (...) {
   353       allocator.deallocate(buffer, 2 * length);
   354       throw;
   355     }
   356     allocator.deallocate(buffer, 2 * length);
   357   }
   358 
   359   template <typename Value, typename Iterator, typename Functor>
   360   void counterUnsignedSort(Iterator first, Iterator last, Functor functor) {
   361     if (first == last) return;
   362     typedef typename std::iterator_traits<Iterator>::value_type Key;
   363     typedef std::allocator<Key> Allocator;
   364     Allocator allocator;
   365 
   366     int length = std::distance(first, last);
   367     Key *buffer = allocator.allocate(2 * length);
   368     try {
   369       bool dir = true;
   370       std::copy(first, last, buffer);
   371       for (int i = 0; i < int(sizeof(Value)); ++i) {
   372 	if (dir) {
   373 	  counterIntroSort(buffer, buffer + length, 
   374                            buffer + length, i, functor);
   375 	} else {
   376 	  counterIntroSort(buffer + length, buffer + 2 * length, 
   377                            buffer, i, functor);
   378 	}
   379 	dir = !dir;
   380       }
   381       if (dir) {
   382 	std::copy(buffer, buffer + length, first);
   383       }	else {
   384 	std::copy(buffer + length, buffer + 2 * length, first);
   385       }
   386     } catch (...) {
   387       allocator.deallocate(buffer, 2 * length);
   388       throw;
   389     }
   390     allocator.deallocate(buffer, 2 * length);
   391   }
   392 
   393   namespace _radix_sort_bits {
   394 
   395     template <typename Value, 
   396 	      bool sign = std::numeric_limits<Value>::is_signed >
   397     struct CounterSortSelector {
   398       template <typename Iterator, typename Functor>
   399       static void sort(Iterator first, Iterator last, Functor functor) {
   400 	counterSignedSort<Value>(first, last, functor);
   401       }
   402     };
   403 
   404     template <typename Value>
   405     struct CounterSortSelector<Value, false> {
   406       template <typename Iterator, typename Functor>
   407       static void sort(Iterator first, Iterator last, Functor functor) {
   408 	counterUnsignedSort<Value>(first, last, functor);
   409       }
   410     };
   411 
   412   }
   413 
   414   /// \ingroup auxalg
   415   ///
   416   /// \brief Sorts stable the stl compatible range into ascending order.
   417   ///
   418   /// The \c counterSort sorts the stl compatible range into ascending order.
   419   /// The counter sort algorithm can sort the items which mapped to an
   420   /// integer by the adaptable unary function \c functor and the order
   421   /// will be ascending by these mapped values. As function specialization
   422   /// there is possible to use a normal function as the functor object
   423   /// or if the functor is not given it will use an identity function instead.
   424   ///
   425   /// This implemented counter sort use a radix forward sort on the bytes of
   426   /// the integer. The algorithm can sort the items on a given byte. 
   427   /// First time it counts how many times occurs a byte value in the container.
   428   /// By the occurence number it is possible to copy the container
   429   /// in the right order in \c O(n) time. The algorithm sorts the container
   430   /// by each bytes in forward direction which sorts the container by the
   431   /// whole value. This way, let be \c c the maximal capacity of the integer 
   432   /// type and \c n the number of the items in
   433   /// the container, the time complexity of the algorithm \f$ O(\log(c)n) \f$
   434   /// and the additional space complexity is \f$ O(n) \f$.
   435   ///
   436   /// This sorting algorithm is stable so the order of two equal element
   437   /// stay in the same order.
   438   ///
   439   /// \param first The begin of the given range.
   440   /// \param last The end of the given range.
   441   /// \param functor An adaptible unary function or a normal function which
   442   /// maps the items to any integer type which can be wheter signed or 
   443   /// unsigned.
   444   template <typename Iterator, typename Functor>
   445   void counterSort(Iterator first, Iterator last, Functor functor) {
   446     using namespace _radix_sort_bits;
   447     typedef typename Functor::result_type Value;
   448     CounterSortSelector<Value>::sort(first, last, functor);
   449   }
   450 
   451   template <typename Iterator, typename Value, typename Key>
   452   void counterSort(Iterator first, Iterator last, Value (*functor)(Key)) {
   453     using namespace _radix_sort_bits;
   454     CounterSortSelector<Value>::sort(first, last, functor);
   455   }
   456 
   457   template <typename Iterator, typename Value, typename Key>
   458   void counterSort(Iterator first, Iterator last, Value& (*functor)(Key)) {
   459     using namespace _radix_sort_bits;
   460     CounterSortSelector<Value>::sort(first, last, functor);
   461   }
   462 
   463   template <typename Iterator, typename Value, typename Key>
   464   void counterSort(Iterator first, Iterator last, Value (*functor)(Key&)) {
   465     using namespace _radix_sort_bits;
   466     CounterSortSelector<Value>::sort(first, last, functor);
   467   }
   468 
   469   template <typename Iterator, typename Value, typename Key>
   470   void counterSort(Iterator first, Iterator last, Value& (*functor)(Key&)) {
   471     using namespace _radix_sort_bits;
   472     CounterSortSelector<Value>::sort(first, last, functor);
   473   }
   474 
   475   template <typename Iterator>
   476   void counterSort(Iterator first, Iterator last) {
   477     using namespace _radix_sort_bits;
   478     typedef typename std::iterator_traits<Iterator>::value_type Value;
   479     CounterSortSelector<Value>::sort(first, last, Identity<Value>());
   480   }
   481 
   482 }
   483 
   484 
   485 
   486 #endif