lemon/radix_sort.h
author deba
Sun, 30 Dec 2007 18:23:32 +0000
changeset 2550 f26368148b9c
parent 2478 bf783151bc92
child 2553 bfced05fa852
permissions -rw-r--r--
Changing degree of tournament tree
Bug fix in union find
Small efficiency improvment in bipartite matchings
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/* -*- C++ -*-
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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) 2003-2007
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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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#include <vector>
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#include <limits>
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#include <iterator>
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#include <algorithm>
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#include <lemon/error.h>
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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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  }
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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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  namespace _radix_sort_bits {
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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 the stl compatible range into ascending order.
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  /// The radix sort algorithm can sort the items which mapped to an
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  /// integer by the adaptable unary function \c functor and the order
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  /// will be ascending by these mapped values. As function specialization
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  /// there is possible to use a normal function as the functor object
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  /// or if the functor is not given it will use an identity function instead.
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  ///
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  /// This implemented radix sort is a special quick sort which pivot value
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  /// is choosen to partite the items on the next bit. This way, let be
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  /// \c c the maximal capacity and \c n the number of the items in
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  /// the container, the time complexity of the algorithm 
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  /// \f$ O(\log(c)n) \f$ and the additional space complexity is 
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  /// \f$ O(\log(c)) \f$.
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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 which
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  /// maps the items to any integer type which can be wheter signed or 
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  /// unsigned.
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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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  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 counterIntroSort(Key *first, Key *last, Key *target, 
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		       int byte, Functor functor) {
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    const int size = 
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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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      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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      prev = num;
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      num += counter[i];
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      counter[i] = prev;
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    }
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    while (it != last) {
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      target[counter[valueByte(functor(*it), byte)]++] = *it;
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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 signedCounterIntroSort(Key *first, Key *last, Key *target, 
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			     int byte, Functor functor) {
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    const int size = 
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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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      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 = size / 2; i < size; ++i) {
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      prev = num;
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      num += counter[i];
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      counter[i] = prev;
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    }
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    for (int i = 0; i < size / 2; ++i) {
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      prev = num;
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      num += counter[i];
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      counter[i] = prev;
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    }
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    while (it != last) {
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      target[counter[valueByte(functor(*it), byte)]++] = *it;
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      ++it;
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    }
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  }
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  template <typename Value, typename Iterator, typename Functor>
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  void counterSignedSort(Iterator first, Iterator last, Functor functor) {
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    if (first == last) return;
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    typedef typename std::iterator_traits<Iterator>::value_type Key;
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    typedef std::allocator<Key> Allocator;
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    Allocator allocator;
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    int length = std::distance(first, last);
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    Key* buffer = allocator.allocate(2 * length);
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    try {
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      bool dir = true;
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      std::copy(first, last, buffer);
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      for (int i = 0; i < int(sizeof(Value)) - 1; ++i) {
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	if (dir) {
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	  counterIntroSort(buffer, buffer + length, buffer + length, 
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			   i, functor);
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	} else {
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	  counterIntroSort(buffer + length, buffer + 2 * length, buffer, 
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			   i, functor);
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	}
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	dir = !dir;
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      }
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      if (dir) {
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	signedCounterIntroSort(buffer, buffer + length, buffer + length, 
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			       sizeof(Value) - 1, functor);
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	std::copy(buffer + length, buffer + 2 * length, first);
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      }	else {
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	signedCounterIntroSort(buffer + length, buffer + 2 * length, buffer, 
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			       sizeof(Value) - 1, functor);
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	std::copy(buffer, buffer + length, first);
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      }
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    } catch (...) {
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      allocator.deallocate(buffer, 2 * length);
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      throw;
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    }
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    allocator.deallocate(buffer, 2 * length);
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  }
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  template <typename Value, typename Iterator, typename Functor>
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  void counterUnsignedSort(Iterator first, Iterator last, Functor functor) {
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    if (first == last) return;
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    typedef typename std::iterator_traits<Iterator>::value_type Key;
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    typedef std::allocator<Key> Allocator;
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    Allocator allocator;
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    int length = std::distance(first, last);
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    Key *buffer = allocator.allocate(2 * length);
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    try {
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      bool dir = true;
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      std::copy(first, last, buffer);
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      for (int i = 0; i < int(sizeof(Value)); ++i) {
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	if (dir) {
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	  counterIntroSort(buffer, buffer + length, 
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                           buffer + length, i, functor);
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	} else {
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	  counterIntroSort(buffer + length, buffer + 2 * length, 
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                           buffer, i, functor);
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	}
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	dir = !dir;
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      }
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      if (dir) {
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	std::copy(buffer, buffer + length, first);
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      }	else {
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	std::copy(buffer + length, buffer + 2 * length, first);
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      }
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    } catch (...) {
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      allocator.deallocate(buffer, 2 * length);
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      throw;
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    }
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    allocator.deallocate(buffer, 2 * length);
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  }
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  namespace _radix_sort_bits {
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    template <typename Value, 
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	      bool sign = std::numeric_limits<Value>::is_signed >
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    struct CounterSortSelector {
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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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	counterSignedSort<Value>(first, last, functor);
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      }
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    };
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    template <typename Value>
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    struct CounterSortSelector<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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	counterUnsignedSort<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 stable the stl compatible range into ascending order.
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  ///
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  /// The \c counterSort sorts the stl compatible range into ascending order.
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  /// The counter sort algorithm can sort the items which mapped to an
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  /// integer by the adaptable unary function \c functor and the order
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  /// will be ascending by these mapped values. As function specialization
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  /// there is possible to use a normal function as the functor object
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  /// or if the functor is not given it will use an identity function instead.
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  ///
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  /// This implemented counter sort use a radix forward sort on the bytes of
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  /// the integer. The algorithm can sort the items on a given byte. 
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  /// First time it counts how many times occurs a byte value in the container.
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  /// By the occurence number it is possible to copy the container
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  /// in the right order in \c O(n) time. The algorithm sorts the container
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  /// by each bytes in forward direction which sorts the container by the
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  /// whole value. This way, let be \c c the maximal capacity of the integer 
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  /// type and \c n the number of the items in
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  /// the container, the time complexity of the algorithm \f$ O(\log(c)n) \f$
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  /// and the additional space complexity is \f$ O(n) \f$.
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  ///
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  /// This sorting algorithm is stable so the order of two equal element
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  /// stay in the same order.
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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 which
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  /// maps the items to any integer type which can be wheter signed or 
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  /// unsigned.
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  template <typename Iterator, typename Functor>
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  void counterSort(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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    CounterSortSelector<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 counterSort(Iterator first, Iterator last, Value (*functor)(Key)) {
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    using namespace _radix_sort_bits;
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    CounterSortSelector<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 counterSort(Iterator first, Iterator last, Value& (*functor)(Key)) {
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    using namespace _radix_sort_bits;
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    CounterSortSelector<Value>::sort(first, last, functor);
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   460
  }
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   461
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  template <typename Iterator, typename Value, typename Key>
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  void counterSort(Iterator first, Iterator last, Value (*functor)(Key&)) {
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    using namespace _radix_sort_bits;
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   465
    CounterSortSelector<Value>::sort(first, last, functor);
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   466
  }
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   467
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   468
  template <typename Iterator, typename Value, typename Key>
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   469
  void counterSort(Iterator first, Iterator last, Value& (*functor)(Key&)) {
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   470
    using namespace _radix_sort_bits;
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   471
    CounterSortSelector<Value>::sort(first, last, functor);
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   472
  }
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   473
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   474
  template <typename Iterator>
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   475
  void counterSort(Iterator first, Iterator last) {
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   476
    using namespace _radix_sort_bits;
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   477
    typedef typename std::iterator_traits<Iterator>::value_type Value;
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   478
    CounterSortSelector<Value>::sort(first, last, Identity<Value>());
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   479
  }
deba@1833
   480
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   481
}
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   482
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   483
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   484
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#endif