lemon/radix_sort.h
author Peter Kovacs <kpeter@inf.elte.hu>
Fri, 17 Apr 2009 18:04:36 +0200
changeset 609 e6927fe719e6
parent 443 de16f1f2d228
child 559 c5fd2d996909
permissions -rw-r--r--
Support >= and <= constraints in NetworkSimplex (#219, #234)

By default the same inequality constraints are supported as by
Circulation (the GEQ form), but the LEQ form can also be selected
using the problemType() function.

The documentation of the min. cost flow module is reworked and
extended with important notes and explanations about the different
variants of the problem and about the dual solution and optimality
conditions.
alpar@442
     1
/* -*- mode: C++; indent-tabs-mode: nil; -*-
deba@441
     2
 *
alpar@442
     3
 * This file is a part of LEMON, a generic C++ optimization library.
deba@441
     4
 *
alpar@444
     5
 * Copyright (C) 2003-2009
deba@441
     6
 * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
deba@441
     7
 * (Egervary Research Group on Combinatorial Optimization, EGRES).
deba@441
     8
 *
deba@441
     9
 * Permission to use, modify and distribute this software is granted
deba@441
    10
 * provided that this copyright notice appears in all copies. For
deba@441
    11
 * precise terms see the accompanying LICENSE file.
deba@441
    12
 *
deba@441
    13
 * This software is provided "AS IS" with no warranty of any kind,
deba@441
    14
 * express or implied, and with no claim as to its suitability for any
deba@441
    15
 * purpose.
deba@441
    16
 *
deba@441
    17
 */
deba@441
    18
deba@441
    19
#ifndef RADIX_SORT_H
deba@441
    20
#define RADIX_SORT_H
deba@441
    21
deba@441
    22
/// \ingroup auxalg
deba@441
    23
/// \file
deba@441
    24
/// \brief Radix sort
deba@441
    25
///
deba@441
    26
/// Linear time sorting algorithms
deba@441
    27
deba@441
    28
#include <vector>
deba@441
    29
#include <limits>
deba@441
    30
#include <iterator>
deba@441
    31
#include <algorithm>
deba@441
    32
deba@441
    33
namespace lemon {
deba@441
    34
deba@441
    35
  namespace _radix_sort_bits {
deba@441
    36
deba@441
    37
    template <typename Value>
deba@441
    38
    struct Identity {
deba@441
    39
      const Value& operator()(const Value& val) {
alpar@442
    40
        return val;
deba@441
    41
      }
deba@441
    42
    };
deba@441
    43
deba@441
    44
deba@441
    45
    template <typename Value, typename Iterator, typename Functor>
alpar@442
    46
    Iterator radixSortPartition(Iterator first, Iterator last,
alpar@442
    47
                                Functor functor, Value mask) {
deba@441
    48
      while (first != last && !(functor(*first) & mask)) {
alpar@442
    49
        ++first;
deba@441
    50
      }
deba@441
    51
      if (first == last) {
alpar@442
    52
        return first;
deba@441
    53
      }
deba@441
    54
      --last;
deba@441
    55
      while (first != last && (functor(*last) & mask)) {
alpar@442
    56
        --last;
deba@441
    57
      }
deba@441
    58
      if (first == last) {
alpar@442
    59
        return first;
deba@441
    60
      }
deba@441
    61
      std::iter_swap(first, last);
deba@441
    62
      ++first;
deba@441
    63
      if (!(first < last)) {
alpar@442
    64
        return first;
deba@441
    65
      }
deba@441
    66
      while (true) {
alpar@442
    67
        while (!(functor(*first) & mask)) {
alpar@442
    68
          ++first;
alpar@442
    69
        }
alpar@442
    70
        --last;
alpar@442
    71
        while (functor(*last) & mask) {
alpar@442
    72
          --last;
alpar@442
    73
        }
alpar@442
    74
        if (!(first < last)) {
alpar@442
    75
          return first;
alpar@442
    76
        }
alpar@442
    77
        std::iter_swap(first, last);
alpar@442
    78
        ++first;
deba@441
    79
      }
deba@441
    80
    }
deba@441
    81
deba@441
    82
    template <typename Iterator, typename Functor>
alpar@442
    83
    Iterator radixSortSignPartition(Iterator first, Iterator last,
alpar@442
    84
                                    Functor functor) {
deba@441
    85
      while (first != last && functor(*first) < 0) {
alpar@442
    86
        ++first;
deba@441
    87
      }
deba@441
    88
      if (first == last) {
alpar@442
    89
        return first;
deba@441
    90
      }
deba@441
    91
      --last;
deba@441
    92
      while (first != last && functor(*last) >= 0) {
alpar@442
    93
        --last;
deba@441
    94
      }
deba@441
    95
      if (first == last) {
alpar@442
    96
        return first;
deba@441
    97
      }
deba@441
    98
      std::iter_swap(first, last);
deba@441
    99
      ++first;
deba@441
   100
      if (!(first < last)) {
alpar@442
   101
        return first;
deba@441
   102
      }
deba@441
   103
      while (true) {
alpar@442
   104
        while (functor(*first) < 0) {
alpar@442
   105
          ++first;
alpar@442
   106
        }
alpar@442
   107
        --last;
alpar@442
   108
        while (functor(*last) >= 0) {
alpar@442
   109
          --last;
alpar@442
   110
        }
alpar@442
   111
        if (!(first < last)) {
alpar@442
   112
          return first;
alpar@442
   113
        }
alpar@442
   114
        std::iter_swap(first, last);
alpar@442
   115
        ++first;
deba@441
   116
      }
deba@441
   117
    }
deba@441
   118
deba@441
   119
    template <typename Value, typename Iterator, typename Functor>
alpar@442
   120
    void radixIntroSort(Iterator first, Iterator last,
alpar@442
   121
                        Functor functor, Value mask) {
deba@441
   122
      while (mask != 0 && last - first > 1) {
alpar@442
   123
        Iterator cut = radixSortPartition(first, last, functor, mask);
alpar@442
   124
        mask >>= 1;
alpar@442
   125
        radixIntroSort(first, cut, functor, mask);
alpar@442
   126
        first = cut;
deba@441
   127
      }
deba@441
   128
    }
deba@441
   129
deba@441
   130
    template <typename Value, typename Iterator, typename Functor>
deba@441
   131
    void radixSignedSort(Iterator first, Iterator last, Functor functor) {
deba@441
   132
deba@441
   133
      Iterator cut = radixSortSignPartition(first, last, functor);
deba@441
   134
deba@441
   135
      Value mask;
deba@441
   136
      int max_digit;
deba@441
   137
      Iterator it;
deba@441
   138
deba@441
   139
      mask = ~0; max_digit = 0;
deba@441
   140
      for (it = first; it != cut; ++it) {
alpar@442
   141
        while ((mask & functor(*it)) != mask) {
alpar@442
   142
          ++max_digit;
alpar@442
   143
          mask <<= 1;
alpar@442
   144
        }
deba@441
   145
      }
deba@441
   146
      radixIntroSort(first, cut, functor, 1 << max_digit);
deba@441
   147
deba@441
   148
      mask = 0; max_digit = 0;
deba@441
   149
      for (it = cut; it != last; ++it) {
alpar@442
   150
        while ((mask | functor(*it)) != mask) {
alpar@442
   151
          ++max_digit;
alpar@442
   152
          mask <<= 1; mask |= 1;
alpar@442
   153
        }
deba@441
   154
      }
deba@441
   155
      radixIntroSort(cut, last, functor, 1 << max_digit);
deba@441
   156
    }
deba@441
   157
deba@441
   158
    template <typename Value, typename Iterator, typename Functor>
deba@441
   159
    void radixUnsignedSort(Iterator first, Iterator last, Functor functor) {
deba@441
   160
deba@441
   161
      Value mask = 0;
deba@441
   162
      int max_digit = 0;
deba@441
   163
deba@441
   164
      Iterator it;
deba@441
   165
      for (it = first; it != last; ++it) {
alpar@442
   166
        while ((mask | functor(*it)) != mask) {
alpar@442
   167
          ++max_digit;
alpar@442
   168
          mask <<= 1; mask |= 1;
alpar@442
   169
        }
deba@441
   170
      }
deba@441
   171
      radixIntroSort(first, last, functor, 1 << max_digit);
deba@441
   172
    }
deba@441
   173
deba@441
   174
alpar@442
   175
    template <typename Value,
alpar@442
   176
              bool sign = std::numeric_limits<Value>::is_signed >
deba@441
   177
    struct RadixSortSelector {
deba@441
   178
      template <typename Iterator, typename Functor>
deba@441
   179
      static void sort(Iterator first, Iterator last, Functor functor) {
alpar@442
   180
        radixSignedSort<Value>(first, last, functor);
deba@441
   181
      }
deba@441
   182
    };
deba@441
   183
deba@441
   184
    template <typename Value>
deba@441
   185
    struct RadixSortSelector<Value, false> {
deba@441
   186
      template <typename Iterator, typename Functor>
deba@441
   187
      static void sort(Iterator first, Iterator last, Functor functor) {
alpar@442
   188
        radixUnsignedSort<Value>(first, last, functor);
deba@441
   189
      }
deba@441
   190
    };
deba@441
   191
deba@441
   192
  }
deba@441
   193
deba@441
   194
  /// \ingroup auxalg
deba@441
   195
  ///
deba@441
   196
  /// \brief Sorts the STL compatible range into ascending order.
deba@441
   197
  ///
alpar@442
   198
  /// The \c radixSort sorts an STL compatible range into ascending
alpar@442
   199
  /// order.  The radix sort algorithm can sort items which are mapped
alpar@442
   200
  /// to integers with an adaptable unary function \c functor and the
alpar@442
   201
  /// order will be ascending according to these mapped values.
deba@441
   202
  ///
alpar@442
   203
  /// It is also possible to use a normal function instead
alpar@442
   204
  /// of the functor object. If the functor is not given it will use
alpar@442
   205
  /// the identity function instead.
alpar@442
   206
  ///
alpar@442
   207
  /// This is a special quick sort algorithm where the pivot
alpar@442
   208
  /// values to split the items are choosen to be \f$ 2^k \f$ for each \c k.
alpar@442
   209
  /// Therefore, the time complexity of the
alpar@442
   210
  /// algorithm is \f$ O(\log(c)n) \f$ and it uses \f$ O(\log(c)) \f$,
alpar@442
   211
  /// additional space, where \c c is the maximal value and \c n is the
alpar@442
   212
  /// number of the items in the container.
deba@441
   213
  ///
deba@441
   214
  /// \param first The begin of the given range.
deba@441
   215
  /// \param last The end of the given range.
deba@441
   216
  /// \param functor An adaptible unary function or a normal function
deba@441
   217
  /// which maps the items to any integer type which can be either
deba@441
   218
  /// signed or unsigned.
alpar@442
   219
  ///
deba@443
   220
  /// \sa stableRadixSort()
deba@441
   221
  template <typename Iterator, typename Functor>
deba@441
   222
  void radixSort(Iterator first, Iterator last, Functor functor) {
deba@441
   223
    using namespace _radix_sort_bits;
deba@441
   224
    typedef typename Functor::result_type Value;
deba@441
   225
    RadixSortSelector<Value>::sort(first, last, functor);
deba@441
   226
  }
deba@441
   227
deba@441
   228
  template <typename Iterator, typename Value, typename Key>
deba@441
   229
  void radixSort(Iterator first, Iterator last, Value (*functor)(Key)) {
deba@441
   230
    using namespace _radix_sort_bits;
deba@441
   231
    RadixSortSelector<Value>::sort(first, last, functor);
deba@441
   232
  }
deba@441
   233
deba@441
   234
  template <typename Iterator, typename Value, typename Key>
deba@441
   235
  void radixSort(Iterator first, Iterator last, Value& (*functor)(Key)) {
deba@441
   236
    using namespace _radix_sort_bits;
deba@441
   237
    RadixSortSelector<Value>::sort(first, last, functor);
deba@441
   238
  }
deba@441
   239
deba@441
   240
  template <typename Iterator, typename Value, typename Key>
deba@441
   241
  void radixSort(Iterator first, Iterator last, Value (*functor)(Key&)) {
deba@441
   242
    using namespace _radix_sort_bits;
deba@441
   243
    RadixSortSelector<Value>::sort(first, last, functor);
deba@441
   244
  }
deba@441
   245
deba@441
   246
  template <typename Iterator, typename Value, typename Key>
deba@441
   247
  void radixSort(Iterator first, Iterator last, Value& (*functor)(Key&)) {
deba@441
   248
    using namespace _radix_sort_bits;
deba@441
   249
    RadixSortSelector<Value>::sort(first, last, functor);
deba@441
   250
  }
deba@441
   251
deba@441
   252
  template <typename Iterator>
deba@441
   253
  void radixSort(Iterator first, Iterator last) {
deba@441
   254
    using namespace _radix_sort_bits;
deba@441
   255
    typedef typename std::iterator_traits<Iterator>::value_type Value;
deba@441
   256
    RadixSortSelector<Value>::sort(first, last, Identity<Value>());
deba@441
   257
  }
deba@441
   258
deba@441
   259
  namespace _radix_sort_bits {
deba@441
   260
deba@441
   261
    template <typename Value>
deba@441
   262
    unsigned char valueByte(Value value, int byte) {
deba@441
   263
      return value >> (std::numeric_limits<unsigned char>::digits * byte);
deba@441
   264
    }
deba@441
   265
deba@441
   266
    template <typename Functor, typename Key>
deba@443
   267
    void stableRadixIntroSort(Key *first, Key *last, Key *target,
deba@443
   268
                              int byte, Functor functor) {
alpar@442
   269
      const int size =
alpar@442
   270
        unsigned(std::numeric_limits<unsigned char>::max()) + 1;
deba@441
   271
      std::vector<int> counter(size);
deba@441
   272
      for (int i = 0; i < size; ++i) {
alpar@442
   273
        counter[i] = 0;
deba@441
   274
      }
deba@441
   275
      Key *it = first;
deba@441
   276
      while (first != last) {
alpar@442
   277
        ++counter[valueByte(functor(*first), byte)];
alpar@442
   278
        ++first;
deba@441
   279
      }
deba@441
   280
      int prev, num = 0;
deba@441
   281
      for (int i = 0; i < size; ++i) {
alpar@442
   282
        prev = num;
alpar@442
   283
        num += counter[i];
alpar@442
   284
        counter[i] = prev;
deba@441
   285
      }
deba@441
   286
      while (it != last) {
alpar@442
   287
        target[counter[valueByte(functor(*it), byte)]++] = *it;
alpar@442
   288
        ++it;
deba@441
   289
      }
deba@441
   290
    }
deba@441
   291
deba@441
   292
    template <typename Functor, typename Key>
deba@443
   293
    void signedStableRadixIntroSort(Key *first, Key *last, Key *target,
deba@443
   294
                                    int byte, Functor functor) {
alpar@442
   295
      const int size =
alpar@442
   296
        unsigned(std::numeric_limits<unsigned char>::max()) + 1;
deba@441
   297
      std::vector<int> counter(size);
deba@441
   298
      for (int i = 0; i < size; ++i) {
alpar@442
   299
        counter[i] = 0;
deba@441
   300
      }
deba@441
   301
      Key *it = first;
deba@441
   302
      while (first != last) {
alpar@442
   303
        counter[valueByte(functor(*first), byte)]++;
alpar@442
   304
        ++first;
deba@441
   305
      }
deba@441
   306
      int prev, num = 0;
deba@441
   307
      for (int i = size / 2; i < size; ++i) {
alpar@442
   308
        prev = num;
alpar@442
   309
        num += counter[i];
alpar@442
   310
        counter[i] = prev;
deba@441
   311
      }
deba@441
   312
      for (int i = 0; i < size / 2; ++i) {
alpar@442
   313
        prev = num;
alpar@442
   314
        num += counter[i];
alpar@442
   315
        counter[i] = prev;
deba@441
   316
      }
deba@441
   317
      while (it != last) {
alpar@442
   318
        target[counter[valueByte(functor(*it), byte)]++] = *it;
alpar@442
   319
        ++it;
deba@441
   320
      }
deba@441
   321
    }
deba@441
   322
alpar@442
   323
deba@441
   324
    template <typename Value, typename Iterator, typename Functor>
deba@443
   325
    void stableRadixSignedSort(Iterator first, Iterator last, Functor functor) {
deba@441
   326
      if (first == last) return;
deba@441
   327
      typedef typename std::iterator_traits<Iterator>::value_type Key;
deba@441
   328
      typedef std::allocator<Key> Allocator;
deba@441
   329
      Allocator allocator;
deba@441
   330
deba@441
   331
      int length = std::distance(first, last);
deba@441
   332
      Key* buffer = allocator.allocate(2 * length);
deba@441
   333
      try {
alpar@442
   334
        bool dir = true;
alpar@442
   335
        std::copy(first, last, buffer);
alpar@442
   336
        for (int i = 0; i < int(sizeof(Value)) - 1; ++i) {
alpar@442
   337
          if (dir) {
deba@443
   338
            stableRadixIntroSort(buffer, buffer + length, buffer + length,
deba@443
   339
                                 i, functor);
alpar@442
   340
          } else {
deba@443
   341
            stableRadixIntroSort(buffer + length, buffer + 2 * length, buffer,
deba@443
   342
                                 i, functor);
alpar@442
   343
          }
alpar@442
   344
          dir = !dir;
alpar@442
   345
        }
alpar@442
   346
        if (dir) {
deba@443
   347
          signedStableRadixIntroSort(buffer, buffer + length, buffer + length,
deba@443
   348
                                     sizeof(Value) - 1, functor);
alpar@442
   349
          std::copy(buffer + length, buffer + 2 * length, first);
alpar@442
   350
        }        else {
alpar@444
   351
          signedStableRadixIntroSort(buffer + length, buffer + 2 * length,
deba@443
   352
                                     buffer, sizeof(Value) - 1, functor);
alpar@442
   353
          std::copy(buffer, buffer + length, first);
alpar@442
   354
        }
deba@441
   355
      } catch (...) {
alpar@442
   356
        allocator.deallocate(buffer, 2 * length);
alpar@442
   357
        throw;
deba@441
   358
      }
deba@441
   359
      allocator.deallocate(buffer, 2 * length);
deba@441
   360
    }
deba@441
   361
deba@441
   362
    template <typename Value, typename Iterator, typename Functor>
alpar@444
   363
    void stableRadixUnsignedSort(Iterator first, Iterator last,
deba@443
   364
                                 Functor functor) {
deba@441
   365
      if (first == last) return;
deba@441
   366
      typedef typename std::iterator_traits<Iterator>::value_type Key;
deba@441
   367
      typedef std::allocator<Key> Allocator;
deba@441
   368
      Allocator allocator;
deba@441
   369
deba@441
   370
      int length = std::distance(first, last);
deba@441
   371
      Key *buffer = allocator.allocate(2 * length);
deba@441
   372
      try {
alpar@442
   373
        bool dir = true;
alpar@442
   374
        std::copy(first, last, buffer);
alpar@442
   375
        for (int i = 0; i < int(sizeof(Value)); ++i) {
alpar@442
   376
          if (dir) {
deba@443
   377
            stableRadixIntroSort(buffer, buffer + length,
deba@443
   378
                                 buffer + length, i, functor);
alpar@442
   379
          } else {
deba@443
   380
            stableRadixIntroSort(buffer + length, buffer + 2 * length,
deba@443
   381
                                 buffer, i, functor);
alpar@442
   382
          }
alpar@442
   383
          dir = !dir;
alpar@442
   384
        }
alpar@442
   385
        if (dir) {
alpar@442
   386
          std::copy(buffer, buffer + length, first);
alpar@442
   387
        }        else {
alpar@442
   388
          std::copy(buffer + length, buffer + 2 * length, first);
alpar@442
   389
        }
deba@441
   390
      } catch (...) {
alpar@442
   391
        allocator.deallocate(buffer, 2 * length);
alpar@442
   392
        throw;
deba@441
   393
      }
deba@441
   394
      allocator.deallocate(buffer, 2 * length);
deba@441
   395
    }
deba@441
   396
deba@441
   397
deba@441
   398
alpar@442
   399
    template <typename Value,
alpar@442
   400
              bool sign = std::numeric_limits<Value>::is_signed >
deba@443
   401
    struct StableRadixSortSelector {
deba@441
   402
      template <typename Iterator, typename Functor>
deba@441
   403
      static void sort(Iterator first, Iterator last, Functor functor) {
deba@443
   404
        stableRadixSignedSort<Value>(first, last, functor);
deba@441
   405
      }
deba@441
   406
    };
deba@441
   407
deba@441
   408
    template <typename Value>
deba@443
   409
    struct StableRadixSortSelector<Value, false> {
deba@441
   410
      template <typename Iterator, typename Functor>
deba@441
   411
      static void sort(Iterator first, Iterator last, Functor functor) {
deba@443
   412
        stableRadixUnsignedSort<Value>(first, last, functor);
deba@441
   413
      }
deba@441
   414
    };
deba@441
   415
deba@441
   416
  }
deba@441
   417
deba@441
   418
  /// \ingroup auxalg
deba@441
   419
  ///
alpar@442
   420
  /// \brief Sorts the STL compatible range into ascending order in a stable
alpar@442
   421
  /// way.
deba@441
   422
  ///
alpar@442
   423
  /// This function sorts an STL compatible range into ascending
alpar@442
   424
  /// order according to an integer mapping in the same as radixSort() does.
deba@441
   425
  ///
alpar@442
   426
  /// This sorting algorithm is stable, i.e. the order of two equal
deba@443
   427
  /// elements remains the same after the sorting.
alpar@442
   428
  ///
alpar@442
   429
  /// This sort algorithm  use a radix forward sort on the
deba@441
   430
  /// bytes of the integer number. The algorithm sorts the items
alpar@442
   431
  /// byte-by-byte. First, it counts how many times a byte value occurs
alpar@442
   432
  /// in the container, then it copies the corresponding items to
alpar@442
   433
  /// another container in asceding order in \c O(n) time.
deba@441
   434
  ///
alpar@442
   435
  /// The time complexity of the algorithm is \f$ O(\log(c)n) \f$ and
alpar@442
   436
  /// it uses \f$ O(n) \f$, additional space, where \c c is the
alpar@442
   437
  /// maximal value and \c n is the number of the items in the
alpar@442
   438
  /// container.
deba@441
   439
  ///
alpar@442
   440
deba@441
   441
  /// \param first The begin of the given range.
deba@441
   442
  /// \param last The end of the given range.
deba@441
   443
  /// \param functor An adaptible unary function or a normal function
deba@441
   444
  /// which maps the items to any integer type which can be either
deba@441
   445
  /// signed or unsigned.
alpar@442
   446
  /// \sa radixSort()
deba@441
   447
  template <typename Iterator, typename Functor>
deba@443
   448
  void stableRadixSort(Iterator first, Iterator last, Functor functor) {
deba@441
   449
    using namespace _radix_sort_bits;
deba@441
   450
    typedef typename Functor::result_type Value;
deba@443
   451
    StableRadixSortSelector<Value>::sort(first, last, functor);
deba@441
   452
  }
deba@441
   453
deba@441
   454
  template <typename Iterator, typename Value, typename Key>
deba@443
   455
  void stableRadixSort(Iterator first, Iterator last, Value (*functor)(Key)) {
deba@441
   456
    using namespace _radix_sort_bits;
deba@443
   457
    StableRadixSortSelector<Value>::sort(first, last, functor);
deba@441
   458
  }
deba@441
   459
deba@441
   460
  template <typename Iterator, typename Value, typename Key>
deba@443
   461
  void stableRadixSort(Iterator first, Iterator last, Value& (*functor)(Key)) {
deba@441
   462
    using namespace _radix_sort_bits;
deba@443
   463
    StableRadixSortSelector<Value>::sort(first, last, functor);
deba@441
   464
  }
deba@441
   465
deba@441
   466
  template <typename Iterator, typename Value, typename Key>
deba@443
   467
  void stableRadixSort(Iterator first, Iterator last, Value (*functor)(Key&)) {
deba@441
   468
    using namespace _radix_sort_bits;
deba@443
   469
    StableRadixSortSelector<Value>::sort(first, last, functor);
deba@441
   470
  }
deba@441
   471
deba@441
   472
  template <typename Iterator, typename Value, typename Key>
deba@443
   473
  void stableRadixSort(Iterator first, Iterator last, Value& (*functor)(Key&)) {
deba@441
   474
    using namespace _radix_sort_bits;
deba@443
   475
    StableRadixSortSelector<Value>::sort(first, last, functor);
deba@441
   476
  }
deba@441
   477
deba@441
   478
  template <typename Iterator>
deba@443
   479
  void stableRadixSort(Iterator first, Iterator last) {
deba@441
   480
    using namespace _radix_sort_bits;
deba@441
   481
    typedef typename std::iterator_traits<Iterator>::value_type Value;
deba@443
   482
    StableRadixSortSelector<Value>::sort(first, last, Identity<Value>());
deba@441
   483
  }
deba@441
   484
deba@441
   485
}
deba@441
   486
deba@441
   487
#endif