multiway_mergesort.h

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// -*- C++ -*-
 
// Copyright (C) 2007-2021 Free Software Foundation, Inc.
//
// This file is part of the GNU ISO C++ Library.  This library is free
// software; you can redistribute it and/or modify it under the terms
// of the GNU General Public License as published by the Free Software
// Foundation; either version 3, or (at your option) any later
// version.
 
// This library is distributed in the hope that it will be useful, but
// WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
// General Public License for more details.
 
// Under Section 7 of GPL version 3, you are granted additional
// permissions described in the GCC Runtime Library Exception, version
// 3.1, as published by the Free Software Foundation.
 
// You should have received a copy of the GNU General Public License and
// a copy of the GCC Runtime Library Exception along with this program;
// see the files COPYING3 and COPYING.RUNTIME respectively.  If not, see
// <http://www.gnu.org/licenses/>.
 
/** @file parallel/multiway_mergesort.h
 *  @brief Parallel multiway merge sort.
 *  This file is a GNU parallel extension to the Standard C++ Library.
 */
 
// Written by Johannes Singler.
 
#ifndef _GLIBCXX_PARALLEL_MULTIWAY_MERGESORT_H
#define _GLIBCXX_PARALLEL_MULTIWAY_MERGESORT_H 1
 
#include <vector>
 
#include <parallel/basic_iterator.h>
#include <bits/stl_algo.h>
#include <parallel/parallel.h>
#include <parallel/multiway_merge.h>
 
namespace __gnu_parallel
{
  /** @brief Subsequence description. */
  template<typename _DifferenceTp>
    struct _Piece
    {
      typedef _DifferenceTp _DifferenceType;
 
      /** @brief Begin of subsequence. */
      _DifferenceType _M_begin;
 
      /** @brief End of subsequence. */
      _DifferenceType _M_end;
    };
 
  /** @brief Data accessed by all threads.
   *
   *  PMWMS = parallel multiway mergesort */
  template<typename _RAIter>
    struct _PMWMSSortingData
    {
      typedef std::iterator_traits<_RAIter> _TraitsType;
      typedef typename _TraitsType::value_type _ValueType;
      typedef typename _TraitsType::difference_type _DifferenceType;
 
      /** @brief Number of threads involved. */
      _ThreadIndex _M_num_threads;
 
      /** @brief Input __begin. */
      _RAIter _M_source;
 
      /** @brief Start indices, per thread. */
      _DifferenceType* _M_starts;
 
      /** @brief Storage in which to sort. */
      _ValueType** _M_temporary;
 
      /** @brief Samples. */
      _ValueType* _M_samples;
 
      /** @brief Offsets to add to the found positions. */
      _DifferenceType* _M_offsets;
 
      /** @brief Pieces of data to merge @c [thread][__sequence] */
      std::vector<_Piece<_DifferenceType> >* _M_pieces;
  };
 
  /**
   *  @brief Select _M_samples from a sequence.
   *  @param __sd Pointer to algorithm data. _Result will be placed in
   *  @c __sd->_M_samples.
   *  @param __num_samples Number of _M_samples to select.
   */
  template<typename _RAIter, typename _DifferenceTp>
    void
    __determine_samples(_PMWMSSortingData<_RAIter>* __sd,
                        _DifferenceTp __num_samples)
    {
      typedef std::iterator_traits<_RAIter> _TraitsType;
      typedef typename _TraitsType::value_type _ValueType;
      typedef _DifferenceTp _DifferenceType;
 
      _ThreadIndex __iam = omp_get_thread_num();
 
      _DifferenceType* __es = new _DifferenceType[__num_samples + 2];
 
      __equally_split(__sd->_M_starts[__iam + 1] - __sd->_M_starts[__iam], 
                      __num_samples + 1, __es);
 
      for (_DifferenceType __i = 0; __i < __num_samples; ++__i)
        ::new(&(__sd->_M_samples[__iam * __num_samples + __i]))
            _ValueType(__sd->_M_source[__sd->_M_starts[__iam]
                                       + __es[__i + 1]]);
 
      delete[] __es;
    }
 
  /** @brief Split consistently. */
  template<bool __exact, typename _RAIter,
           typename _Compare, typename _SortingPlacesIterator>
    struct _SplitConsistently
    { };
 
  /** @brief Split by exact splitting. */
  template<typename _RAIter, typename _Compare,
           typename _SortingPlacesIterator>
    struct _SplitConsistently<true, _RAIter, _Compare, _SortingPlacesIterator>
    {
      void
      operator()(const _ThreadIndex __iam,
                 _PMWMSSortingData<_RAIter>* __sd,
                 _Compare& __comp,
                 const typename
                 std::iterator_traits<_RAIter>::difference_type
                 __num_samples) const
      {
#       pragma omp barrier
 
        std::vector<std::pair<_SortingPlacesIterator,
                              _SortingPlacesIterator> >
          __seqs(__sd->_M_num_threads);
        for (_ThreadIndex __s = 0; __s < __sd->_M_num_threads; __s++)
          __seqs[__s] = std::make_pair(__sd->_M_temporary[__s],
                                       __sd->_M_temporary[__s]
                                       + (__sd->_M_starts[__s + 1]
                                          - __sd->_M_starts[__s]));
 
        std::vector<_SortingPlacesIterator> __offsets(__sd->_M_num_threads);
 
        // if not last thread
        if (__iam < __sd->_M_num_threads - 1)
          multiseq_partition(__seqs.begin(), __seqs.end(),
                             __sd->_M_starts[__iam + 1], __offsets.begin(),
                             __comp);
 
        for (_ThreadIndex __seq = 0; __seq < __sd->_M_num_threads; __seq++)
          {
            // for each sequence
            if (__iam < (__sd->_M_num_threads - 1))
              __sd->_M_pieces[__iam][__seq]._M_end
                = __offsets[__seq] - __seqs[__seq].first;
            else
              // very end of this sequence
              __sd->_M_pieces[__iam][__seq]._M_end =
                __sd->_M_starts[__seq + 1] - __sd->_M_starts[__seq];
          }
 
#       pragma omp barrier
 
        for (_ThreadIndex __seq = 0; __seq < __sd->_M_num_threads; __seq++)
          {
            // For each sequence.
            if (__iam > 0)
              __sd->_M_pieces[__iam][__seq]._M_begin =
                __sd->_M_pieces[__iam - 1][__seq]._M_end;
            else
              // Absolute beginning.
              __sd->_M_pieces[__iam][__seq]._M_begin = 0;
          }
      }
  };
 
  /** @brief Split by sampling. */ 
  template<typename _RAIter, typename _Compare,
           typename _SortingPlacesIterator>
    struct _SplitConsistently<false, _RAIter, _Compare, _SortingPlacesIterator>
    {
      void
      operator()(const _ThreadIndex __iam,
                 _PMWMSSortingData<_RAIter>* __sd,
                 _Compare& __comp,
                 const typename
                 std::iterator_traits<_RAIter>::difference_type
                 __num_samples) const
      {
        typedef std::iterator_traits<_RAIter> _TraitsType;
        typedef typename _TraitsType::value_type _ValueType;
        typedef typename _TraitsType::difference_type _DifferenceType;
 
        __determine_samples(__sd, __num_samples);
 
#       pragma omp barrier
 
#       pragma omp single
        __gnu_sequential::sort(__sd->_M_samples,
                               __sd->_M_samples
                               + (__num_samples * __sd->_M_num_threads),
                               __comp);
 
#       pragma omp barrier
 
        for (_ThreadIndex __s = 0; __s < __sd->_M_num_threads; ++__s)
          {
            // For each sequence.
            if (__num_samples * __iam > 0)
              __sd->_M_pieces[__iam][__s]._M_begin =
                std::lower_bound(__sd->_M_temporary[__s],
                                 __sd->_M_temporary[__s]
                                 + (__sd->_M_starts[__s + 1]
                                    - __sd->_M_starts[__s]),
                                 __sd->_M_samples[__num_samples * __iam],
                                 __comp)
                - __sd->_M_temporary[__s];
            else
              // Absolute beginning.
              __sd->_M_pieces[__iam][__s]._M_begin = 0;
 
            if ((__num_samples * (__iam + 1)) <
                (__num_samples * __sd->_M_num_threads))
              __sd->_M_pieces[__iam][__s]._M_end =
                std::lower_bound(__sd->_M_temporary[__s],
                                 __sd->_M_temporary[__s]
                                 + (__sd->_M_starts[__s + 1]
                                    - __sd->_M_starts[__s]),
                                 __sd->_M_samples[__num_samples * (__iam + 1)],
                                 __comp)
                - __sd->_M_temporary[__s];
            else
              // Absolute end.
              __sd->_M_pieces[__iam][__s]._M_end = (__sd->_M_starts[__s + 1]
                                                    - __sd->_M_starts[__s]);
          }
      }
  };
  
  template<bool __stable, typename _RAIter, typename _Compare>
    struct __possibly_stable_sort
    { };
 
  template<typename _RAIter, typename _Compare>
    struct __possibly_stable_sort<true, _RAIter, _Compare>
    {
      void operator()(const _RAIter& __begin,
                      const _RAIter& __end, _Compare& __comp) const
      { __gnu_sequential::stable_sort(__begin, __end, __comp); }
    };
 
  template<typename _RAIter, typename _Compare>
    struct __possibly_stable_sort<false, _RAIter, _Compare>
    {
      void operator()(const _RAIter __begin,
                      const _RAIter __end, _Compare& __comp) const
      { __gnu_sequential::sort(__begin, __end, __comp); }
    };
 
  template<bool __stable, typename _Seq_RAIter,
           typename _RAIter, typename _Compare,
           typename _DiffType>
    struct __possibly_stable_multiway_merge
    { };
 
  template<typename _Seq_RAIter, typename _RAIter,
           typename _Compare, typename _DiffType>
    struct __possibly_stable_multiway_merge<true, _Seq_RAIter,
                                            _RAIter, _Compare, _DiffType>
    {
      void operator()(const _Seq_RAIter& __seqs_begin,
                      const _Seq_RAIter& __seqs_end,
                      const _RAIter& __target,
                      _Compare& __comp,
                      _DiffType __length_am) const
      { stable_multiway_merge(__seqs_begin, __seqs_end, __target,
                              __length_am, __comp, sequential_tag()); }
    };
 
  template<typename _Seq_RAIter, typename _RAIter,
           typename _Compare, typename _DiffType>
    struct __possibly_stable_multiway_merge<false, _Seq_RAIter,
                                            _RAIter, _Compare, _DiffType>
    {
      void operator()(const _Seq_RAIter& __seqs_begin,
                      const _Seq_RAIter& __seqs_end,
                      const _RAIter& __target,
                      _Compare& __comp,
                      _DiffType __length_am) const
      { multiway_merge(__seqs_begin, __seqs_end, __target, __length_am,
                       __comp, sequential_tag()); }
    };
 
  /** @brief PMWMS code executed by each thread.
   *  @param __sd Pointer to algorithm data.
   *  @param __comp Comparator.
   */
  template<bool __stable, bool __exact, typename _RAIter,
           typename _Compare>
    void
    parallel_sort_mwms_pu(_PMWMSSortingData<_RAIter>* __sd,
                          _Compare& __comp)
    {
      typedef std::iterator_traits<_RAIter> _TraitsType;
      typedef typename _TraitsType::value_type _ValueType;
      typedef typename _TraitsType::difference_type _DifferenceType;
 
      _ThreadIndex __iam = omp_get_thread_num();
 
      // Length of this thread's chunk, before merging.
      _DifferenceType __length_local =
        __sd->_M_starts[__iam + 1] - __sd->_M_starts[__iam];
 
      // Sort in temporary storage, leave space for sentinel.
 
      typedef _ValueType* _SortingPlacesIterator;
 
      __sd->_M_temporary[__iam] =
        static_cast<_ValueType*>(::operator new(sizeof(_ValueType)
                                                * (__length_local + 1)));
 
      // Copy there.
      std::uninitialized_copy(__sd->_M_source + __sd->_M_starts[__iam],
                              __sd->_M_source + __sd->_M_starts[__iam]
                              + __length_local,
                              __sd->_M_temporary[__iam]);
 
      __possibly_stable_sort<__stable, _SortingPlacesIterator, _Compare>()
        (__sd->_M_temporary[__iam],
         __sd->_M_temporary[__iam] + __length_local,
         __comp);
 
      // Invariant: locally sorted subsequence in sd->_M_temporary[__iam],
      // __sd->_M_temporary[__iam] + __length_local.
 
      // No barrier here: Synchronization is done by the splitting routine.
 
      _DifferenceType __num_samples =
        _Settings::get().sort_mwms_oversampling * __sd->_M_num_threads - 1;
      _SplitConsistently<__exact, _RAIter, _Compare, _SortingPlacesIterator>()
        (__iam, __sd, __comp, __num_samples);
 
      // Offset from __target __begin, __length after merging.
      _DifferenceType __offset = 0, __length_am = 0;
      for (_ThreadIndex __s = 0; __s < __sd->_M_num_threads; __s++)
        {
          __length_am += (__sd->_M_pieces[__iam][__s]._M_end
                          - __sd->_M_pieces[__iam][__s]._M_begin);
          __offset += __sd->_M_pieces[__iam][__s]._M_begin;
        }
 
      typedef std::vector<
        std::pair<_SortingPlacesIterator, _SortingPlacesIterator> >
        _SeqVector;
      _SeqVector __seqs(__sd->_M_num_threads);
 
      for (_ThreadIndex __s = 0; __s < __sd->_M_num_threads; ++__s)
        {
          __seqs[__s] =
            std::make_pair(__sd->_M_temporary[__s]
                           + __sd->_M_pieces[__iam][__s]._M_begin,
                           __sd->_M_temporary[__s]
                           + __sd->_M_pieces[__iam][__s]._M_end);
        }
 
      __possibly_stable_multiway_merge<
        __stable, typename _SeqVector::iterator,
        _RAIter, _Compare, _DifferenceType>()(__seqs.begin(), __seqs.end(),
                                     __sd->_M_source + __offset, __comp,
                                     __length_am);
 
#     pragma omp barrier
 
      for (_DifferenceType __i = 0; __i < __length_local; ++__i)
        __sd->_M_temporary[__iam][__i].~_ValueType();
      ::operator delete(__sd->_M_temporary[__iam]);
    }
 
  /** @brief PMWMS main call.
   *  @param __begin Begin iterator of sequence.
   *  @param __end End iterator of sequence.
   *  @param __comp Comparator.
   *  @param __num_threads Number of threads to use.
   */
  template<bool __stable, bool __exact, typename _RAIter,
           typename _Compare>
    void
    parallel_sort_mwms(_RAIter __begin, _RAIter __end,
                       _Compare __comp,
                       _ThreadIndex __num_threads)
    {
      _GLIBCXX_CALL(__end - __begin)
 
      typedef std::iterator_traits<_RAIter> _TraitsType;
      typedef typename _TraitsType::value_type _ValueType;
      typedef typename _TraitsType::difference_type _DifferenceType;
 
      _DifferenceType __n = __end - __begin;
 
      if (__n <= 1)
        return;
 
      // at least one element per thread
      if (__num_threads > __n)
        __num_threads = static_cast<_ThreadIndex>(__n);
 
      // shared variables
      _PMWMSSortingData<_RAIter> __sd;
      _DifferenceType* __starts;
      _DifferenceType __size;
 
#     pragma omp parallel num_threads(__num_threads)
      {
        __num_threads = omp_get_num_threads(); //no more threads than requested
 
#       pragma omp single
        {
          __sd._M_num_threads = __num_threads;
          __sd._M_source = __begin;
          
          __sd._M_temporary = new _ValueType*[__num_threads];
 
          if (!__exact)
            {
              __size =
                (_Settings::get().sort_mwms_oversampling * __num_threads - 1)
                * __num_threads;
              __sd._M_samples = static_cast<_ValueType*>
                (::operator new(__size * sizeof(_ValueType)));
            }
          else
            __sd._M_samples = 0;
 
          __sd._M_offsets = new _DifferenceType[__num_threads - 1];
          __sd._M_pieces
            = new std::vector<_Piece<_DifferenceType> >[__num_threads];
          for (_ThreadIndex __s = 0; __s < __num_threads; ++__s)
            __sd._M_pieces[__s].resize(__num_threads);
          __starts = __sd._M_starts = new _DifferenceType[__num_threads + 1];
 
          _DifferenceType __chunk_length = __n / __num_threads;
          _DifferenceType __split = __n % __num_threads;
          _DifferenceType __pos = 0;
          for (_ThreadIndex __i = 0; __i < __num_threads; ++__i)
            {
              __starts[__i] = __pos;
              __pos += ((__i < __split)
                        ? (__chunk_length + 1) : __chunk_length);
            }
          __starts[__num_threads] = __pos;
        } //single
 
        // Now sort in parallel.
        parallel_sort_mwms_pu<__stable, __exact>(&__sd, __comp);
      } //parallel
 
      delete[] __starts;
      delete[] __sd._M_temporary;
 
      if (!__exact)
        {
          for (_DifferenceType __i = 0; __i < __size; ++__i)
            __sd._M_samples[__i].~_ValueType();
          ::operator delete(__sd._M_samples);
        }
 
      delete[] __sd._M_offsets;
      delete[] __sd._M_pieces;
    }
 
} //namespace __gnu_parallel
 
#endif /* _GLIBCXX_PARALLEL_MULTIWAY_MERGESORT_H */