1 /* -*- mode: C++; indent-tabs-mode: nil; -*-
 
     3  * This file is a part of LEMON, a generic C++ optimization library.
 
     5  * Copyright (C) 2003-2013
 
     6  * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
 
     7  * (Egervary Research Group on Combinatorial Optimization, EGRES).
 
     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.
 
    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
 
    26 /// Linear time sorting algorithms
 
    35   namespace _radix_sort_bits {
 
    37     template <typename Iterator>
 
    38     bool unitRange(Iterator first, Iterator last) {
 
    43     template <typename Value>
 
    45       const Value& operator()(const Value& val) {
 
    51     template <typename Value, typename Iterator, typename Functor>
 
    52     Iterator radixSortPartition(Iterator first, Iterator last,
 
    53                                 Functor functor, Value mask) {
 
    54       while (first != last && !(functor(*first) & mask)) {
 
    61       while (first != last && (functor(*last) & mask)) {
 
    67       std::iter_swap(first, last);
 
    70         while (!(functor(*first) & mask)) {
 
    74         while (functor(*last) & mask) {
 
    77         if (unitRange(last, first)) {
 
    80         std::iter_swap(first, last);
 
    85     template <typename Iterator, typename Functor>
 
    86     Iterator radixSortSignPartition(Iterator first, Iterator last,
 
    88       while (first != last && functor(*first) < 0) {
 
    95       while (first != last && functor(*last) >= 0) {
 
   101       std::iter_swap(first, last);
 
   104         while (functor(*first) < 0) {
 
   108         while (functor(*last) >= 0) {
 
   111         if (unitRange(last, first)) {
 
   114         std::iter_swap(first, last);
 
   119     template <typename Value, typename Iterator, typename Functor>
 
   120     void radixIntroSort(Iterator first, Iterator last,
 
   121                         Functor functor, Value mask) {
 
   122       while (mask != 0 && first != last && !unitRange(first, last)) {
 
   123         Iterator cut = radixSortPartition(first, last, functor, mask);
 
   125         radixIntroSort(first, cut, functor, mask);
 
   130     template <typename Value, typename Iterator, typename Functor>
 
   131     void radixSignedSort(Iterator first, Iterator last, Functor functor) {
 
   133       Iterator cut = radixSortSignPartition(first, last, functor);
 
   139       mask = ~0; max_digit = 0;
 
   140       for (it = first; it != cut; ++it) {
 
   141         while ((mask & functor(*it)) != mask) {
 
   146       radixIntroSort(first, cut, functor, 1 << max_digit);
 
   148       mask = 0; max_digit = 0;
 
   149       for (it = cut; it != last; ++it) {
 
   150         while ((mask | functor(*it)) != mask) {
 
   152           mask <<= 1; mask |= 1;
 
   155       radixIntroSort(cut, last, functor, 1 << max_digit);
 
   158     template <typename Value, typename Iterator, typename Functor>
 
   159     void radixUnsignedSort(Iterator first, Iterator last, Functor functor) {
 
   165       for (it = first; it != last; ++it) {
 
   166         while ((mask | functor(*it)) != mask) {
 
   168           mask <<= 1; mask |= 1;
 
   171       radixIntroSort(first, last, functor, 1 << max_digit);
 
   175     template <typename Value,
 
   176               bool sign = std::numeric_limits<Value>::is_signed >
 
   177     struct RadixSortSelector {
 
   178       template <typename Iterator, typename Functor>
 
   179       static void sort(Iterator first, Iterator last, Functor functor) {
 
   180         radixSignedSort<Value>(first, last, functor);
 
   184     template <typename Value>
 
   185     struct RadixSortSelector<Value, false> {
 
   186       template <typename Iterator, typename Functor>
 
   187       static void sort(Iterator first, Iterator last, Functor functor) {
 
   188         radixUnsignedSort<Value>(first, last, functor);
 
   196   /// \brief Sorts the STL compatible range into ascending order.
 
   198   /// The \c radixSort sorts an STL compatible range into ascending
 
   199   /// order.  The radix sort algorithm can sort items which are mapped
 
   200   /// to integers with an adaptable unary function \c functor and the
 
   201   /// order will be ascending according to these mapped values.
 
   203   /// It is also possible to use a normal function instead
 
   204   /// of the functor object. If the functor is not given it will use
 
   205   /// the identity function instead.
 
   207   /// This is a special quick sort algorithm where the pivot
 
   208   /// values to split the items are choosen to be 2<sup>k</sup>
 
   210   /// Therefore, the time complexity of the algorithm is O(log(c)*n) and
 
   211   /// it uses O(log(c)) additional space, where \c c is the maximal value
 
   212   /// and \c n is the number of the items in the container.
 
   214   /// \param first The begin of the given range.
 
   215   /// \param last The end of the given range.
 
   216   /// \param functor An adaptible unary function or a normal function
 
   217   /// which maps the items to any integer type which can be either
 
   218   /// signed or unsigned.
 
   220   /// \sa stableRadixSort()
 
   221   template <typename Iterator, typename Functor>
 
   222   void radixSort(Iterator first, Iterator last, Functor functor) {
 
   223     using namespace _radix_sort_bits;
 
   224     typedef typename Functor::result_type Value;
 
   225     RadixSortSelector<Value>::sort(first, last, functor);
 
   228   template <typename Iterator, typename Value, typename Key>
 
   229   void radixSort(Iterator first, Iterator last, Value (*functor)(Key)) {
 
   230     using namespace _radix_sort_bits;
 
   231     RadixSortSelector<Value>::sort(first, last, functor);
 
   234   template <typename Iterator, typename Value, typename Key>
 
   235   void radixSort(Iterator first, Iterator last, Value& (*functor)(Key)) {
 
   236     using namespace _radix_sort_bits;
 
   237     RadixSortSelector<Value>::sort(first, last, functor);
 
   240   template <typename Iterator, typename Value, typename Key>
 
   241   void radixSort(Iterator first, Iterator last, Value (*functor)(Key&)) {
 
   242     using namespace _radix_sort_bits;
 
   243     RadixSortSelector<Value>::sort(first, last, functor);
 
   246   template <typename Iterator, typename Value, typename Key>
 
   247   void radixSort(Iterator first, Iterator last, Value& (*functor)(Key&)) {
 
   248     using namespace _radix_sort_bits;
 
   249     RadixSortSelector<Value>::sort(first, last, functor);
 
   252   template <typename Iterator>
 
   253   void radixSort(Iterator first, Iterator last) {
 
   254     using namespace _radix_sort_bits;
 
   255     typedef typename std::iterator_traits<Iterator>::value_type Value;
 
   256     RadixSortSelector<Value>::sort(first, last, Identity<Value>());
 
   259   namespace _radix_sort_bits {
 
   261     template <typename Value>
 
   262     unsigned char valueByte(Value value, int byte) {
 
   263       return value >> (std::numeric_limits<unsigned char>::digits * byte);
 
   266     template <typename Functor, typename Key>
 
   267     void stableRadixIntroSort(Key *first, Key *last, Key *target,
 
   268                               int byte, Functor functor) {
 
   270         unsigned(std::numeric_limits<unsigned char>::max()) + 1;
 
   271       std::vector<int> counter(size);
 
   272       for (int i = 0; i < size; ++i) {
 
   276       while (first != last) {
 
   277         ++counter[valueByte(functor(*first), byte)];
 
   281       for (int i = 0; i < size; ++i) {
 
   287         target[counter[valueByte(functor(*it), byte)]++] = *it;
 
   292     template <typename Functor, typename Key>
 
   293     void signedStableRadixIntroSort(Key *first, Key *last, Key *target,
 
   294                                     int byte, Functor functor) {
 
   296         unsigned(std::numeric_limits<unsigned char>::max()) + 1;
 
   297       std::vector<int> counter(size);
 
   298       for (int i = 0; i < size; ++i) {
 
   302       while (first != last) {
 
   303         counter[valueByte(functor(*first), byte)]++;
 
   307       for (int i = size / 2; i < size; ++i) {
 
   312       for (int i = 0; i < size / 2; ++i) {
 
   318         target[counter[valueByte(functor(*it), byte)]++] = *it;
 
   324     template <typename Value, typename Iterator, typename Functor>
 
   325     void stableRadixSignedSort(Iterator first, Iterator last, Functor functor) {
 
   326       if (first == last) return;
 
   327       typedef typename std::iterator_traits<Iterator>::value_type Key;
 
   328       typedef std::allocator<Key> Allocator;
 
   331       int length = static_cast<int>(std::distance(first, last));
 
   332       Key* buffer = allocator.allocate(2 * length);
 
   335         std::copy(first, last, buffer);
 
   336         for (int i = 0; i < int(sizeof(Value)) - 1; ++i) {
 
   338             stableRadixIntroSort(buffer, buffer + length, buffer + length,
 
   341             stableRadixIntroSort(buffer + length, buffer + 2 * length, buffer,
 
   347           signedStableRadixIntroSort(buffer, buffer + length, buffer + length,
 
   348                                      sizeof(Value) - 1, functor);
 
   349           std::copy(buffer + length, buffer + 2 * length, first);
 
   351           signedStableRadixIntroSort(buffer + length, buffer + 2 * length,
 
   352                                      buffer, sizeof(Value) - 1, functor);
 
   353           std::copy(buffer, buffer + length, first);
 
   356         allocator.deallocate(buffer, 2 * length);
 
   359       allocator.deallocate(buffer, 2 * length);
 
   362     template <typename Value, typename Iterator, typename Functor>
 
   363     void stableRadixUnsignedSort(Iterator first, Iterator last,
 
   365       if (first == last) return;
 
   366       typedef typename std::iterator_traits<Iterator>::value_type Key;
 
   367       typedef std::allocator<Key> Allocator;
 
   370       int length = std::distance(first, last);
 
   371       Key *buffer = allocator.allocate(2 * length);
 
   374         std::copy(first, last, buffer);
 
   375         for (int i = 0; i < int(sizeof(Value)); ++i) {
 
   377             stableRadixIntroSort(buffer, buffer + length,
 
   378                                  buffer + length, i, functor);
 
   380             stableRadixIntroSort(buffer + length, buffer + 2 * length,
 
   386           std::copy(buffer, buffer + length, first);
 
   388           std::copy(buffer + length, buffer + 2 * length, first);
 
   391         allocator.deallocate(buffer, 2 * length);
 
   394       allocator.deallocate(buffer, 2 * length);
 
   399     template <typename Value,
 
   400               bool sign = std::numeric_limits<Value>::is_signed >
 
   401     struct StableRadixSortSelector {
 
   402       template <typename Iterator, typename Functor>
 
   403       static void sort(Iterator first, Iterator last, Functor functor) {
 
   404         stableRadixSignedSort<Value>(first, last, functor);
 
   408     template <typename Value>
 
   409     struct StableRadixSortSelector<Value, false> {
 
   410       template <typename Iterator, typename Functor>
 
   411       static void sort(Iterator first, Iterator last, Functor functor) {
 
   412         stableRadixUnsignedSort<Value>(first, last, functor);
 
   420   /// \brief Sorts the STL compatible range into ascending order in a stable
 
   423   /// This function sorts an STL compatible range into ascending
 
   424   /// order according to an integer mapping in the same as radixSort() does.
 
   426   /// This sorting algorithm is stable, i.e. the order of two equal
 
   427   /// elements remains the same after the sorting.
 
   429   /// This sort algorithm  use a radix forward sort on the
 
   430   /// bytes of the integer number. The algorithm sorts the items
 
   431   /// byte-by-byte. First, it counts how many times a byte value occurs
 
   432   /// in the container, then it copies the corresponding items to
 
   433   /// another container in asceding order in O(n) time.
 
   435   /// The time complexity of the algorithm is O(log(c)*n) and
 
   436   /// it uses O(n) additional space, where \c c is the
 
   437   /// maximal value and \c n is the number of the items in the
 
   441   /// \param first The begin of the given range.
 
   442   /// \param last The end of the given range.
 
   443   /// \param functor An adaptible unary function or a normal function
 
   444   /// which maps the items to any integer type which can be either
 
   445   /// signed or unsigned.
 
   447   template <typename Iterator, typename Functor>
 
   448   void stableRadixSort(Iterator first, Iterator last, Functor functor) {
 
   449     using namespace _radix_sort_bits;
 
   450     typedef typename Functor::result_type Value;
 
   451     StableRadixSortSelector<Value>::sort(first, last, functor);
 
   454   template <typename Iterator, typename Value, typename Key>
 
   455   void stableRadixSort(Iterator first, Iterator last, Value (*functor)(Key)) {
 
   456     using namespace _radix_sort_bits;
 
   457     StableRadixSortSelector<Value>::sort(first, last, functor);
 
   460   template <typename Iterator, typename Value, typename Key>
 
   461   void stableRadixSort(Iterator first, Iterator last, Value& (*functor)(Key)) {
 
   462     using namespace _radix_sort_bits;
 
   463     StableRadixSortSelector<Value>::sort(first, last, functor);
 
   466   template <typename Iterator, typename Value, typename Key>
 
   467   void stableRadixSort(Iterator first, Iterator last, Value (*functor)(Key&)) {
 
   468     using namespace _radix_sort_bits;
 
   469     StableRadixSortSelector<Value>::sort(first, last, functor);
 
   472   template <typename Iterator, typename Value, typename Key>
 
   473   void stableRadixSort(Iterator first, Iterator last, Value& (*functor)(Key&)) {
 
   474     using namespace _radix_sort_bits;
 
   475     StableRadixSortSelector<Value>::sort(first, last, functor);
 
   478   template <typename Iterator>
 
   479   void stableRadixSort(Iterator first, Iterator last) {
 
   480     using namespace _radix_sort_bits;
 
   481     typedef typename std::iterator_traits<Iterator>::value_type Value;
 
   482     StableRadixSortSelector<Value>::sort(first, last, Identity<Value>());