lemon/radix_sort.h
author klao
Thu, 02 Feb 2006 17:09:09 +0000
changeset 1945 e5c0c5cc477f
parent 1875 98698b69a902
child 1956 a055123339d5
permissions -rw-r--r--
NEWS: major changes since 0.4 added
     1 /* -*- C++ -*-
     2  * lemon/radix_sort.h - Part of LEMON, a generic C++ optimization library
     3  *
     4  * Copyright (C) 2006 Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
     5  * (Egervary Research Group on Combinatorial Optimization, EGRES).
     6  *
     7  * Permission to use, modify and distribute this software is granted
     8  * provided that this copyright notice appears in all copies. For
     9  * precise terms see the accompanying LICENSE file.
    10  *
    11  * This software is provided "AS IS" with no warranty of any kind,
    12  * express or implied, and with no claim as to its suitability for any
    13  * purpose.
    14  *
    15  */
    16 
    17 #ifndef RADIX_SORT_H
    18 #define RADIX_SORT_H
    19 
    20 /// \ingroup auxdat
    21 /// \file
    22 /// \brief Radix sort
    23 ///
    24 
    25 #include <vector>
    26 #include <limits>
    27 #include <iterator>
    28 #include <algorithm>
    29 
    30 #include <lemon/error.h>
    31 
    32 namespace lemon {
    33 
    34   namespace _radix_sort_bits {
    35 
    36     template <typename Value>
    37     struct Identity {
    38       const Value& operator()(const Value& val) {
    39 	return val;
    40       }
    41     };
    42 
    43   }
    44 
    45   template <typename Value, typename Iterator, typename Functor>
    46   Iterator radixSortPartition(Iterator first, Iterator last, 
    47 			      Functor functor, Value mask) {
    48     while (first != last && !(functor(*first) & mask)) {
    49       ++first;
    50     }
    51     if (first == last) {
    52       return first;
    53     }
    54     --last;
    55     while (first != last && (functor(*last) & mask)) {
    56       --last;
    57     }
    58     if (first == last) {
    59       return first;
    60     }
    61     std::iter_swap(first, last);
    62     ++first;
    63     if (!(first < last)) {
    64       return first;
    65     }
    66     while (true) {
    67       while (!(functor(*first) & mask)) {
    68 	++first;
    69       }
    70       --last;
    71       while (functor(*last) & mask) {
    72 	--last;
    73       }
    74       if (!(first < last)) {
    75 	return first;
    76       }
    77       std::iter_swap(first, last);
    78       ++first;
    79     }
    80   }
    81 
    82   template <typename Iterator, typename Functor>
    83   Iterator radixSortSignPartition(Iterator first, Iterator last, 
    84 				  Functor functor) {
    85     while (first != last && functor(*first) < 0) {
    86       ++first;
    87     }
    88     if (first == last) {
    89       return first;
    90     }
    91     --last;
    92     while (first != last && functor(*last) >= 0) {
    93       --last;
    94     }
    95     if (first == last) {
    96       return first;
    97     }
    98     std::iter_swap(first, last);
    99     ++first;
   100     if (!(first < last)) {
   101       return first;
   102     }
   103     while (true) {
   104       while (functor(*first) < 0) {
   105 	++first;
   106       }
   107       --last;
   108       while (functor(*last) >= 0) {
   109 	--last;
   110       }
   111       if (!(first < last)) {
   112 	return first;
   113       }
   114       std::iter_swap(first, last);
   115       ++first;
   116     }
   117   }
   118 
   119   template <typename Value, typename Iterator, typename Functor>
   120   void radixIntroSort(Iterator first, Iterator last, 
   121 		      Functor functor, Value mask) {
   122     while (mask != 0 && last - first > 1) {
   123       Iterator cut = radixSortPartition(first, last, functor, mask);
   124       mask >>= 1;
   125       radixIntroSort(first, cut, functor, mask);
   126       first = cut;
   127     }
   128   }
   129 
   130   template <typename Value, typename Iterator, typename Functor>
   131   void radixSignedSort(Iterator first, Iterator last, Functor functor) {
   132     Iterator cut = radixSortSignPartition(first, last, functor);
   133 
   134     Value mask;
   135     int max_digit;
   136     Iterator it;
   137 
   138     mask = 0; max_digit = 0;
   139     for (it = first; it != cut; ++it) {
   140       if ((mask | functor(*it)) != ~0) {
   141 	++max_digit;
   142 	mask <<= 1; 
   143 	mask |= 1;
   144       }
   145     }
   146     radixIntroSort(first, cut, functor, 1 << max_digit);
   147 
   148     mask = ~0; max_digit = 0;
   149     for (it = cut; it != last; ++it) {
   150       if (mask & functor(*it)) {
   151 	++max_digit;
   152 	mask <<= 1;
   153       }
   154     }
   155     radixIntroSort(cut, last, functor, 1 << max_digit);
   156   }
   157 
   158   template <typename Value, typename Iterator, typename Functor>
   159   void radixUnsignedSort(Iterator first, Iterator last, Functor functor) {
   160 
   161     Value mask = ~0;
   162     int max_digit = 0;
   163 
   164     Iterator it;
   165     for (it = first; it != last; ++it) {
   166       if (mask & functor(*it)) {
   167 	++max_digit;
   168 	mask <<= 1;
   169       }
   170     }
   171     radixIntroSort(first, last, functor, 1 << max_digit);
   172   }
   173 
   174   namespace _radix_sort_bits {
   175 
   176     template <typename Value, 
   177 	      bool sign = std::numeric_limits<Value>::is_signed >
   178     struct RadixSortSelector {
   179       template <typename Iterator, typename Functor>
   180       static void sort(Iterator first, Iterator last, Functor functor) {
   181 	radixSignedSort<Value>(first, last, functor);
   182       }
   183     };
   184 
   185     template <typename Value>
   186     struct RadixSortSelector<Value, false> {
   187       template <typename Iterator, typename Functor>
   188       static void sort(Iterator first, Iterator last, Functor functor) {
   189 	radixUnsignedSort<Value>(first, last, functor);
   190       }
   191     };
   192 
   193   }
   194 
   195   /// \ingroup auxdat
   196   ///
   197   /// \brief Sorts the stl compatible range into ascending order.
   198   ///
   199   /// The \c radixSort sorts the stl compatible range into ascending order.
   200   /// The radix sort algorithm can sort the items which mapped to an
   201   /// integer by the adaptable unary function \c functor and the order
   202   /// will be ascending by these mapped values. As function specialization
   203   /// there is possible to use a normal function as the functor object
   204   /// or if the functor is not given it will use an identity function instead.
   205   ///
   206   /// This implemented radix sort is a special quick sort which pivot value
   207   /// is choosen to partite the items on the next bit. This way, let be
   208   /// \c c the maximal capacity and \c n the number of the items in
   209   /// the container, the time complexity of the algorithm \c O(log(c)*n)
   210   /// and the additional space complexity is \c O(log(c)).
   211   ///
   212   /// \param first The begin of the given range.
   213   /// \param last The end of the given range.
   214   /// \param functor An adaptible unary function or a normal function which
   215   /// maps the items to any integer type which can be wheter signed or 
   216   /// unsigned.
   217   template <typename Iterator, typename Functor>
   218   void radixSort(Iterator first, Iterator last, Functor functor) {
   219     using namespace _radix_sort_bits;
   220     typedef typename Functor::result_type Value;
   221     RadixSortSelector<Value>::sort(first, last, functor);
   222   }
   223 
   224   template <typename Iterator, typename Value, typename Key>
   225   void radixSort(Iterator first, Iterator last, Value (*functor)(Key)) {
   226     using namespace _radix_sort_bits;
   227     RadixSortSelector<Value>::sort(first, last, functor);
   228   }
   229 
   230   template <typename Iterator, typename Value, typename Key>
   231   void radixSort(Iterator first, Iterator last, Value& (*functor)(Key)) {
   232     using namespace _radix_sort_bits;
   233     RadixSortSelector<Value>::sort(first, last, functor);
   234   }
   235 
   236   template <typename Iterator, typename Value, typename Key>
   237   void radixSort(Iterator first, Iterator last, Value (*functor)(Key&)) {
   238     using namespace _radix_sort_bits;
   239     RadixSortSelector<Value>::sort(first, last, functor);
   240   }
   241 
   242   template <typename Iterator, typename Value, typename Key>
   243   void radixSort(Iterator first, Iterator last, Value& (*functor)(Key&)) {
   244     using namespace _radix_sort_bits;
   245     RadixSortSelector<Value>::sort(first, last, functor);
   246   }
   247 
   248   template <typename Iterator>
   249   void radixSort(Iterator first, Iterator last) {
   250     using namespace _radix_sort_bits;
   251     typedef typename std::iterator_traits<Iterator>::value_type Value;
   252     RadixSortSelector<Value>::sort(first, last, Identity<Value>());
   253   }
   254 
   255   template <typename Value>
   256   unsigned char valueByte(Value value, int byte) {
   257     return value >> (std::numeric_limits<unsigned char>::digits * byte);
   258   }
   259 
   260   template <typename Functor, typename Key>
   261   void counterIntroSort(Key *first, Key *last, Key *target, 
   262 		       int byte, Functor functor) {
   263     const int size = 
   264       (unsigned int)std::numeric_limits<unsigned char>::max() + 1;
   265     int counter[size];
   266     for (int i = 0; i < size; ++i) {
   267       counter[i] = 0;
   268     }
   269     Key *it = first;
   270     while (first != last) {
   271       ++counter[valueByte(functor(*first), byte)]; 
   272       ++first;
   273     }
   274     int prev, num = 0;
   275     for (int i = 0; i < size; ++i) {
   276       prev = num;
   277       num += counter[i];
   278       counter[i] = prev;
   279     }
   280     while (it != last) {
   281       target[counter[valueByte(functor(*it), byte)]++] = *it;
   282       ++it;
   283     }
   284   }
   285 
   286   template <typename Functor, typename Key>
   287   void signedCounterIntroSort(Key *first, Key *last, Key *target, 
   288 			     int byte, Functor functor) {
   289     const int size = 
   290       (unsigned int)std::numeric_limits<unsigned char>::max() + 1;
   291     int counter[size];
   292     for (int i = 0; i < size; ++i) {
   293       counter[i] = 0;
   294     }
   295     Key *it = first;
   296     while (first != last) {
   297       counter[valueByte(functor(*first), byte)]++;
   298       ++first;
   299     }
   300     int prev, num = 0;
   301     for (int i = size / 2; i < size; ++i) {
   302       prev = num;
   303       num += counter[i];
   304       counter[i] = prev;
   305     }
   306     for (int i = 0; i < size / 2; ++i) {
   307       prev = num;
   308       num += counter[i];
   309       counter[i] = prev;
   310     }
   311     while (it != last) {
   312       target[counter[valueByte(functor(*it), byte)]++] = *it;
   313       ++it;
   314     }
   315   }
   316 
   317   
   318   template <typename Value, typename Iterator, typename Functor>
   319   void counterSignedSort(Iterator first, Iterator last, Functor functor) {
   320     if (first == last) return;
   321     typedef typename std::iterator_traits<Iterator>::value_type Key;
   322     typedef std::allocator<Key> Allocator;
   323     Allocator allocator;
   324 
   325     int length = std::distance(first, last);
   326     Key* buffer;
   327     buffer = allocator.allocate(2 * length);
   328     try {
   329       bool dir = true;
   330       std::copy(first, last, buffer);
   331       for (int i = 0; i < (int)sizeof(Value) - 1; ++i) {
   332 	if (dir) {
   333 	  counterIntroSort(buffer, buffer + length, buffer + length, 
   334 			   i, functor);
   335 	} else {
   336 	  counterIntroSort(buffer + length, buffer + 2 * length, buffer, 
   337 			   i, functor);
   338 	}
   339 	dir = !dir;
   340       }
   341       if (dir) {
   342 	signedCounterIntroSort(buffer, buffer + length, buffer + length, 
   343 			       sizeof(Value) - 1, functor);
   344 	std::copy(buffer + length, buffer + 2 * length, first);
   345       }	else {
   346 	signedCounterIntroSort(buffer + length, buffer + 2 * length, buffer, 
   347 			       sizeof(Value) - 1, functor);
   348 	std::copy(buffer, buffer + length, first);
   349       }
   350     } catch (...) {
   351       allocator.deallocate(buffer, 2 * length);
   352       throw;
   353     }
   354     allocator.deallocate(buffer, 2 * length);
   355   }
   356 
   357   template <typename Value, typename Iterator, typename Functor>
   358   void counterUnsignedSort(Iterator first, Iterator last, Functor functor) {
   359     if (first == last) return;
   360     typedef typename std::iterator_traits<Iterator>::value_type Key;
   361     typedef std::allocator<Key> Allocator;
   362     Allocator allocator;
   363 
   364     int length = std::distance(first, last);
   365     Key *buffer;
   366     buffer = allocator.allocate(2 * length);
   367     try {
   368       bool dir = true;
   369       std::copy(first, last, buffer);
   370       for (int i = 0; i < (int)sizeof(Value); ++i) {
   371 	if (dir) {
   372 	  counterIntroSort(buffer, buffer + length, buffer + length, i, functor);
   373 	} else {
   374 	  counterIntroSort(buffer + length, buffer + 2 * length, buffer, i, functor);
   375 	}
   376 	dir = !dir;
   377       }
   378       if (dir) {
   379 	std::copy(buffer, buffer + length, first);
   380       }	else {
   381 	std::copy(buffer + length, buffer + 2 * length, first);
   382       }
   383     } catch (...) {
   384       allocator.deallocate(buffer, 2 * length);
   385       throw;
   386     }
   387     allocator.deallocate(buffer, 2 * length);
   388   }
   389 
   390   namespace _radix_sort_bits {
   391 
   392     template <typename Value, 
   393 	      bool sign = std::numeric_limits<Value>::is_signed >
   394     struct CounterSortSelector {
   395       template <typename Iterator, typename Functor>
   396       static void sort(Iterator first, Iterator last, Functor functor) {
   397 	counterSignedSort<Value>(first, last, functor);
   398       }
   399     };
   400 
   401     template <typename Value>
   402     struct CounterSortSelector<Value, false> {
   403       template <typename Iterator, typename Functor>
   404       static void sort(Iterator first, Iterator last, Functor functor) {
   405 	counterUnsignedSort<Value>(first, last, functor);
   406       }
   407     };
   408 
   409   }
   410 
   411   /// \ingroup auxdat
   412   ///
   413   /// \brief Sorts stable the stl compatible range into ascending order.
   414   ///
   415   /// The \c counterSort sorts the stl compatible range into ascending order.
   416   /// The counter sort algorithm can sort the items which mapped to an
   417   /// integer by the adaptable unary function \c functor and the order
   418   /// will be ascending by these mapped values. As function specialization
   419   /// there is possible to use a normal function as the functor object
   420   /// or if the functor is not given it will use an identity function instead.
   421   ///
   422   /// This implemented counter sort use a radix forward sort on the bytes of
   423   /// the integer. The algorithm can sort the items on a given byte. 
   424   /// First time it counts how many times occurs a byte value in the container.
   425   /// By the occurence number it is possible to copy the container
   426   /// in the right order in \c O(n) time. The algorithm sorts the container
   427   /// by each bytes in forward direction which sorts the container by the
   428   /// whole value. This way, let be \c c the maximal capacity of the integer 
   429   /// type and \c n the number of the items in
   430   /// the container, the time complexity of the algorithm \c O(log(c)*n)
   431   /// and the additional space complexity is \c O(n).
   432   ///
   433   /// This sorting algorithm is stable so the order of two equal element
   434   /// stay in the same order.
   435   ///
   436   /// \param first The begin of the given range.
   437   /// \param last The end of the given range.
   438   /// \param functor An adaptible unary function or a normal function which
   439   /// maps the items to any integer type which can be wheter signed or 
   440   /// unsigned.
   441   template <typename Iterator, typename Functor>
   442   void counterSort(Iterator first, Iterator last, Functor functor) {
   443     using namespace _radix_sort_bits;
   444     typedef typename Functor::result_type Value;
   445     CounterSortSelector<Value>::sort(first, last, functor);
   446   }
   447 
   448   template <typename Iterator, typename Value, typename Key>
   449   void counterSort(Iterator first, Iterator last, Value (*functor)(Key)) {
   450     using namespace _radix_sort_bits;
   451     CounterSortSelector<Value>::sort(first, last, functor);
   452   }
   453 
   454   template <typename Iterator, typename Value, typename Key>
   455   void counterSort(Iterator first, Iterator last, Value& (*functor)(Key)) {
   456     using namespace _radix_sort_bits;
   457     CounterSortSelector<Value>::sort(first, last, functor);
   458   }
   459 
   460   template <typename Iterator, typename Value, typename Key>
   461   void counterSort(Iterator first, Iterator last, Value (*functor)(Key&)) {
   462     using namespace _radix_sort_bits;
   463     CounterSortSelector<Value>::sort(first, last, functor);
   464   }
   465 
   466   template <typename Iterator, typename Value, typename Key>
   467   void counterSort(Iterator first, Iterator last, Value& (*functor)(Key&)) {
   468     using namespace _radix_sort_bits;
   469     CounterSortSelector<Value>::sort(first, last, functor);
   470   }
   471 
   472   template <typename Iterator>
   473   void counterSort(Iterator first, Iterator last) {
   474     using namespace _radix_sort_bits;
   475     typedef typename std::iterator_traits<Iterator>::value_type Value;
   476     CounterSortSelector<Value>::sort(first, last, Identity<Value>());
   477   }
   478 
   479 }
   480 
   481 
   482 
   483 #endif