3 * This file is a part of LEMON, a generic C++ optimization library
5 * Copyright (C) 2003-2008
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 Value>
39 const Value& operator()(const Value& val) {
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)) {
55 while (first != last && (functor(*last) & mask)) {
61 std::iter_swap(first, last);
63 if (!(first < last)) {
67 while (!(functor(*first) & mask)) {
71 while (functor(*last) & mask) {
74 if (!(first < last)) {
77 std::iter_swap(first, last);
82 template <typename Iterator, typename Functor>
83 Iterator radixSortSignPartition(Iterator first, Iterator last,
85 while (first != last && functor(*first) < 0) {
92 while (first != last && functor(*last) >= 0) {
98 std::iter_swap(first, last);
100 if (!(first < last)) {
104 while (functor(*first) < 0) {
108 while (functor(*last) >= 0) {
111 if (!(first < last)) {
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 && last - first > 1) {
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 the STL compatible range into ascending
199 /// order. The radix sort algorithm can sort the items which mapped
200 /// to an integer with an adaptable unary function \c functor and the
201 /// order will be ascending by these mapped values. As function
202 /// specialization it is possible to use a normal function instead
203 /// of the functor object or if the functor is not given it will use
204 /// an identity function instead.
206 /// This implemented radix sort is a special quick sort which pivot
207 /// value is choosen to partite the items on the next
208 /// bit. Therefore, let be \c c the maximal capacity and \c n the
209 /// number of the items in the container, the time complexity of the
210 /// algorithm is \f$ O(\log(c)n) \f$ and the additional space
211 /// complexity is \f$ O(\log(c)) \f$.
213 /// \param first The begin of the given range.
214 /// \param last The end of the given range.
215 /// \param functor An adaptible unary function or a normal function
216 /// which maps the items to any integer type which can be either
217 /// signed or unsigned.
218 template <typename Iterator, typename Functor>
219 void radixSort(Iterator first, Iterator last, Functor functor) {
220 using namespace _radix_sort_bits;
221 typedef typename Functor::result_type Value;
222 RadixSortSelector<Value>::sort(first, last, functor);
225 template <typename Iterator, typename Value, typename Key>
226 void radixSort(Iterator first, Iterator last, Value (*functor)(Key)) {
227 using namespace _radix_sort_bits;
228 RadixSortSelector<Value>::sort(first, last, functor);
231 template <typename Iterator, typename Value, typename Key>
232 void radixSort(Iterator first, Iterator last, Value& (*functor)(Key)) {
233 using namespace _radix_sort_bits;
234 RadixSortSelector<Value>::sort(first, last, functor);
237 template <typename Iterator, typename Value, typename Key>
238 void radixSort(Iterator first, Iterator last, Value (*functor)(Key&)) {
239 using namespace _radix_sort_bits;
240 RadixSortSelector<Value>::sort(first, last, functor);
243 template <typename Iterator, typename Value, typename Key>
244 void radixSort(Iterator first, Iterator last, Value& (*functor)(Key&)) {
245 using namespace _radix_sort_bits;
246 RadixSortSelector<Value>::sort(first, last, functor);
249 template <typename Iterator>
250 void radixSort(Iterator first, Iterator last) {
251 using namespace _radix_sort_bits;
252 typedef typename std::iterator_traits<Iterator>::value_type Value;
253 RadixSortSelector<Value>::sort(first, last, Identity<Value>());
256 namespace _radix_sort_bits {
258 template <typename Value>
259 unsigned char valueByte(Value value, int byte) {
260 return value >> (std::numeric_limits<unsigned char>::digits * byte);
263 template <typename Functor, typename Key>
264 void counterIntroSort(Key *first, Key *last, Key *target,
265 int byte, Functor functor) {
267 unsigned(std::numeric_limits<unsigned char>::max()) + 1;
268 std::vector<int> counter(size);
269 for (int i = 0; i < size; ++i) {
273 while (first != last) {
274 ++counter[valueByte(functor(*first), byte)];
278 for (int i = 0; i < size; ++i) {
284 target[counter[valueByte(functor(*it), byte)]++] = *it;
289 template <typename Functor, typename Key>
290 void signedCounterIntroSort(Key *first, Key *last, Key *target,
291 int byte, Functor functor) {
293 unsigned(std::numeric_limits<unsigned char>::max()) + 1;
294 std::vector<int> counter(size);
295 for (int i = 0; i < size; ++i) {
299 while (first != last) {
300 counter[valueByte(functor(*first), byte)]++;
304 for (int i = size / 2; i < size; ++i) {
309 for (int i = 0; i < size / 2; ++i) {
315 target[counter[valueByte(functor(*it), byte)]++] = *it;
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;
328 int length = std::distance(first, last);
329 Key* buffer = allocator.allocate(2 * length);
332 std::copy(first, last, buffer);
333 for (int i = 0; i < int(sizeof(Value)) - 1; ++i) {
335 counterIntroSort(buffer, buffer + length, buffer + length,
338 counterIntroSort(buffer + length, buffer + 2 * length, buffer,
344 signedCounterIntroSort(buffer, buffer + length, buffer + length,
345 sizeof(Value) - 1, functor);
346 std::copy(buffer + length, buffer + 2 * length, first);
348 signedCounterIntroSort(buffer + length, buffer + 2 * length, buffer,
349 sizeof(Value) - 1, functor);
350 std::copy(buffer, buffer + length, first);
353 allocator.deallocate(buffer, 2 * length);
356 allocator.deallocate(buffer, 2 * length);
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;
366 int length = std::distance(first, last);
367 Key *buffer = allocator.allocate(2 * length);
370 std::copy(first, last, buffer);
371 for (int i = 0; i < int(sizeof(Value)); ++i) {
373 counterIntroSort(buffer, buffer + length,
374 buffer + length, i, functor);
376 counterIntroSort(buffer + length, buffer + 2 * length,
382 std::copy(buffer, buffer + length, first);
384 std::copy(buffer + length, buffer + 2 * length, first);
387 allocator.deallocate(buffer, 2 * length);
390 allocator.deallocate(buffer, 2 * length);
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);
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);
416 /// \brief Sorts stable the STL compatible range into ascending order.
418 /// The \c counterSort sorts the STL compatible range into ascending
419 /// order. The counter sort algorithm can sort the items which
420 /// mapped to an integer with an adaptable unary function \c functor
421 /// and the order will be ascending by these mapped values. As
422 /// function specialization it is possible to use a normal function
423 /// instead of the functor object or if the functor is not given it
424 /// will use an identity function instead.
426 /// The implemented counter sort use a radix forward sort on the
427 /// bytes of the integer number. The algorithm sorts the items
428 /// byte-by-byte, first it counts how many times occurs a byte value
429 /// in the containerm, and with the occurence number the container
430 /// can be copied to an other in asceding order in \c O(n) time.
431 /// Let be \c c the maximal capacity of the integer type and \c n
432 /// the number of the items in the container, the time complexity of
433 /// the algorithm is \f$ O(\log(c)n) \f$ and the additional space
434 /// complexity is \f$ O(n) \f$.
436 /// The sorting algorithm is stable, i.e. the order of two equal
437 /// element remains the same.
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
442 /// which maps the items to any integer type which can be either
443 /// signed or 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);
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);
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);
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);
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);
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>());