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/* -*- mode: C++; indent-tabs-mode: nil; -*-
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*
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* This file is a part of LEMON, a generic C++ optimization library.
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*
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* Copyright (C) 2003-2009
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* Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
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* (Egervary Research Group on Combinatorial Optimization, EGRES).
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*
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* Permission to use, modify and distribute this software is granted
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* provided that this copyright notice appears in all copies. For
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* precise terms see the accompanying LICENSE file.
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*
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* This software is provided "AS IS" with no warranty of any kind,
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* express or implied, and with no claim as to its suitability for any
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* purpose.
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*
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*/
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#ifndef RADIX_SORT_H
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#define RADIX_SORT_H
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/// \ingroup auxalg
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/// \file
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/// \brief Radix sort
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///
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/// Linear time sorting algorithms
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#include <vector>
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#include <limits>
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#include <iterator>
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#include <algorithm>
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namespace lemon {
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namespace _radix_sort_bits {
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template <typename Value>
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struct Identity {
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const Value& operator()(const Value& val) {
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return val;
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}
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};
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template <typename Value, typename Iterator, typename Functor>
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Iterator radixSortPartition(Iterator first, Iterator last,
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Functor functor, Value mask) {
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while (first != last && !(functor(*first) & mask)) {
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++first;
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}
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if (first == last) {
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return first;
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}
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--last;
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while (first != last && (functor(*last) & mask)) {
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--last;
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}
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if (first == last) {
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return first;
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}
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std::iter_swap(first, last);
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++first;
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if (!(first < last)) {
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return first;
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}
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while (true) {
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while (!(functor(*first) & mask)) {
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++first;
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}
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--last;
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while (functor(*last) & mask) {
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--last;
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}
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if (!(first < last)) {
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return first;
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}
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std::iter_swap(first, last);
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++first;
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}
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}
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template <typename Iterator, typename Functor>
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Iterator radixSortSignPartition(Iterator first, Iterator last,
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Functor functor) {
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while (first != last && functor(*first) < 0) {
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++first;
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}
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if (first == last) {
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return first;
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}
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--last;
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while (first != last && functor(*last) >= 0) {
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--last;
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}
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if (first == last) {
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return first;
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}
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std::iter_swap(first, last);
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++first;
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if (!(first < last)) {
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return first;
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}
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while (true) {
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while (functor(*first) < 0) {
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++first;
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}
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--last;
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while (functor(*last) >= 0) {
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--last;
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}
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if (!(first < last)) {
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return first;
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}
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std::iter_swap(first, last);
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++first;
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}
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}
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template <typename Value, typename Iterator, typename Functor>
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void radixIntroSort(Iterator first, Iterator last,
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Functor functor, Value mask) {
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while (mask != 0 && last - first > 1) {
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Iterator cut = radixSortPartition(first, last, functor, mask);
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mask >>= 1;
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radixIntroSort(first, cut, functor, mask);
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first = cut;
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}
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}
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template <typename Value, typename Iterator, typename Functor>
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void radixSignedSort(Iterator first, Iterator last, Functor functor) {
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Iterator cut = radixSortSignPartition(first, last, functor);
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Value mask;
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int max_digit;
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Iterator it;
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mask = ~0; max_digit = 0;
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for (it = first; it != cut; ++it) {
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while ((mask & functor(*it)) != mask) {
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++max_digit;
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mask <<= 1;
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}
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}
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radixIntroSort(first, cut, functor, 1 << max_digit);
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mask = 0; max_digit = 0;
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for (it = cut; it != last; ++it) {
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while ((mask | functor(*it)) != mask) {
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++max_digit;
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mask <<= 1; mask |= 1;
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}
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}
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radixIntroSort(cut, last, functor, 1 << max_digit);
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}
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template <typename Value, typename Iterator, typename Functor>
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void radixUnsignedSort(Iterator first, Iterator last, Functor functor) {
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Value mask = 0;
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int max_digit = 0;
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Iterator it;
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for (it = first; it != last; ++it) {
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while ((mask | functor(*it)) != mask) {
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++max_digit;
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mask <<= 1; mask |= 1;
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}
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}
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radixIntroSort(first, last, functor, 1 << max_digit);
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}
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template <typename Value,
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bool sign = std::numeric_limits<Value>::is_signed >
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struct RadixSortSelector {
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template <typename Iterator, typename Functor>
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static void sort(Iterator first, Iterator last, Functor functor) {
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radixSignedSort<Value>(first, last, functor);
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}
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};
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template <typename Value>
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struct RadixSortSelector<Value, false> {
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template <typename Iterator, typename Functor>
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static void sort(Iterator first, Iterator last, Functor functor) {
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radixUnsignedSort<Value>(first, last, functor);
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}
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};
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}
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/// \ingroup auxalg
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///
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/// \brief Sorts the STL compatible range into ascending order.
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///
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/// The \c radixSort sorts an STL compatible range into ascending
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/// order. The radix sort algorithm can sort items which are mapped
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/// to integers with an adaptable unary function \c functor and the
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/// order will be ascending according to these mapped values.
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///
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/// It is also possible to use a normal function instead
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/// of the functor object. If the functor is not given it will use
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/// the identity function instead.
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///
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/// This is a special quick sort algorithm where the pivot
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/// values to split the items are choosen to be 2<sup>k</sup>
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/// for each \c k.
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/// Therefore, the time complexity of the algorithm is O(log(c)*n) and
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/// it uses O(log(c)) additional space, where \c c is the maximal value
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/// and \c n is the number of the items in the container.
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///
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/// \param first The begin of the given range.
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/// \param last The end of the given range.
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/// \param functor An adaptible unary function or a normal function
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/// which maps the items to any integer type which can be either
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/// signed or unsigned.
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///
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/// \sa stableRadixSort()
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template <typename Iterator, typename Functor>
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void radixSort(Iterator first, Iterator last, Functor functor) {
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using namespace _radix_sort_bits;
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typedef typename Functor::result_type Value;
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RadixSortSelector<Value>::sort(first, last, functor);
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}
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template <typename Iterator, typename Value, typename Key>
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void radixSort(Iterator first, Iterator last, Value (*functor)(Key)) {
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using namespace _radix_sort_bits;
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RadixSortSelector<Value>::sort(first, last, functor);
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}
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template <typename Iterator, typename Value, typename Key>
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void radixSort(Iterator first, Iterator last, Value& (*functor)(Key)) {
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using namespace _radix_sort_bits;
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RadixSortSelector<Value>::sort(first, last, functor);
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}
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template <typename Iterator, typename Value, typename Key>
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void radixSort(Iterator first, Iterator last, Value (*functor)(Key&)) {
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using namespace _radix_sort_bits;
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RadixSortSelector<Value>::sort(first, last, functor);
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}
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template <typename Iterator, typename Value, typename Key>
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void radixSort(Iterator first, Iterator last, Value& (*functor)(Key&)) {
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using namespace _radix_sort_bits;
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RadixSortSelector<Value>::sort(first, last, functor);
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}
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template <typename Iterator>
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void radixSort(Iterator first, Iterator last) {
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using namespace _radix_sort_bits;
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typedef typename std::iterator_traits<Iterator>::value_type Value;
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RadixSortSelector<Value>::sort(first, last, Identity<Value>());
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}
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namespace _radix_sort_bits {
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template <typename Value>
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unsigned char valueByte(Value value, int byte) {
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return value >> (std::numeric_limits<unsigned char>::digits * byte);
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}
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template <typename Functor, typename Key>
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void stableRadixIntroSort(Key *first, Key *last, Key *target,
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int byte, Functor functor) {
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alpar@442
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const int size =
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alpar@442
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unsigned(std::numeric_limits<unsigned char>::max()) + 1;
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std::vector<int> counter(size);
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for (int i = 0; i < size; ++i) {
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alpar@442
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counter[i] = 0;
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}
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Key *it = first;
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while (first != last) {
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++counter[valueByte(functor(*first), byte)];
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++first;
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}
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int prev, num = 0;
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for (int i = 0; i < size; ++i) {
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alpar@442
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282 |
prev = num;
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alpar@442
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num += counter[i];
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alpar@442
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counter[i] = prev;
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deba@441
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}
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while (it != last) {
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alpar@442
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target[counter[valueByte(functor(*it), byte)]++] = *it;
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alpar@442
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++it;
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}
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}
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template <typename Functor, typename Key>
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void signedStableRadixIntroSort(Key *first, Key *last, Key *target,
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deba@443
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int byte, Functor functor) {
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alpar@442
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295 |
const int size =
|
alpar@442
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296 |
unsigned(std::numeric_limits<unsigned char>::max()) + 1;
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deba@441
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std::vector<int> counter(size);
|
deba@441
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298 |
for (int i = 0; i < size; ++i) {
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alpar@442
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299 |
counter[i] = 0;
|
deba@441
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300 |
}
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deba@441
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301 |
Key *it = first;
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deba@441
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302 |
while (first != last) {
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alpar@442
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303 |
counter[valueByte(functor(*first), byte)]++;
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alpar@442
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304 |
++first;
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deba@441
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}
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deba@441
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int prev, num = 0;
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deba@441
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307 |
for (int i = size / 2; i < size; ++i) {
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alpar@442
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prev = num;
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alpar@442
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309 |
num += counter[i];
|
alpar@442
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310 |
counter[i] = prev;
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deba@441
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311 |
}
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deba@441
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312 |
for (int i = 0; i < size / 2; ++i) {
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alpar@442
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313 |
prev = num;
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alpar@442
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314 |
num += counter[i];
|
alpar@442
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315 |
counter[i] = prev;
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deba@441
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}
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deba@441
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317 |
while (it != last) {
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alpar@442
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318 |
target[counter[valueByte(functor(*it), byte)]++] = *it;
|
alpar@442
|
319 |
++it;
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deba@441
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}
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deba@441
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}
|
deba@441
|
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|
alpar@442
|
323 |
|
deba@441
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324 |
template <typename Value, typename Iterator, typename Functor>
|
deba@443
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325 |
void stableRadixSignedSort(Iterator first, Iterator last, Functor functor) {
|
deba@441
|
326 |
if (first == last) return;
|
deba@441
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327 |
typedef typename std::iterator_traits<Iterator>::value_type Key;
|
deba@441
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328 |
typedef std::allocator<Key> Allocator;
|
deba@441
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329 |
Allocator allocator;
|
deba@441
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330 |
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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
|
kpeter@559
|
433 |
/// another container in asceding order in O(n) time.
|
deba@441
|
434 |
///
|
kpeter@559
|
435 |
/// The time complexity of the algorithm is O(log(c)*n) and
|
kpeter@559
|
436 |
/// it uses O(n) 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
|