1 | // -*- C++ -*-
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2 |
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3 | // Copyright (C) 2007-2021 Free Software Foundation, Inc.
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4 | //
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5 | // This file is part of the GNU ISO C++ Library. This library is free
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6 | // software; you can redistribute it and/or modify it under the terms
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7 | // of the GNU General Public License as published by the Free Software
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8 | // Foundation; either version 3, or (at your option) any later
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9 | // version.
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10 |
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11 | // This library is distributed in the hope that it will be useful, but
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12 | // WITHOUT ANY WARRANTY; without even the implied warranty of
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13 | // MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
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14 | // General Public License for more details.
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15 |
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16 | // Under Section 7 of GPL version 3, you are granted additional
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17 | // permissions described in the GCC Runtime Library Exception, version
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18 | // 3.1, as published by the Free Software Foundation.
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19 |
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20 | // You should have received a copy of the GNU General Public License and
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21 | // a copy of the GCC Runtime Library Exception along with this program;
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22 | // see the files COPYING3 and COPYING.RUNTIME respectively. If not, see
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23 | // <http://www.gnu.org/licenses/>.
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24 |
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25 | /**
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26 | * @file parallel/numeric
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27 | *
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28 | * @brief Parallel STL function calls corresponding to stl_numeric.h.
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29 | * The functions defined here mainly do case switches and
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30 | * call the actual parallelized versions in other files.
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31 | * Inlining policy: Functions that basically only contain one function call,
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32 | * are declared inline.
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33 | * This file is a GNU parallel extension to the Standard C++ Library.
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34 | */
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35 |
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36 | // Written by Johannes Singler and Felix Putze.
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37 |
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38 | #ifndef _GLIBCXX_PARALLEL_NUMERIC_H
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39 | #define _GLIBCXX_PARALLEL_NUMERIC_H 1
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40 |
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41 | #include <numeric>
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42 | #include <bits/stl_function.h>
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43 | #include <parallel/numericfwd.h>
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44 | #include <parallel/iterator.h>
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45 | #include <parallel/for_each.h>
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46 | #include <parallel/for_each_selectors.h>
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47 | #include <parallel/partial_sum.h>
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48 |
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49 | namespace std _GLIBCXX_VISIBILITY(default)
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50 | {
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51 | namespace __parallel
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52 | {
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53 | // Sequential fallback.
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54 | template<typename _IIter, typename _Tp>
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55 | inline _Tp
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56 | accumulate(_IIter __begin, _IIter __end, _Tp __init,
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57 | __gnu_parallel::sequential_tag)
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58 | { return _GLIBCXX_STD_A::accumulate(__begin, __end, __init); }
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59 |
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60 | template<typename _IIter, typename _Tp, typename _BinaryOperation>
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61 | inline _Tp
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62 | accumulate(_IIter __begin, _IIter __end, _Tp __init,
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63 | _BinaryOperation __binary_op, __gnu_parallel::sequential_tag)
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64 | { return _GLIBCXX_STD_A::accumulate(__begin, __end, __init, __binary_op); }
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65 |
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66 | // Sequential fallback for input iterator case.
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67 | template<typename _IIter, typename _Tp, typename _IteratorTag>
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68 | inline _Tp
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69 | __accumulate_switch(_IIter __begin, _IIter __end,
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70 | _Tp __init, _IteratorTag)
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71 | { return accumulate(__begin, __end, __init,
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72 | __gnu_parallel::sequential_tag()); }
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73 |
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74 | template<typename _IIter, typename _Tp, typename _BinaryOperation,
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75 | typename _IteratorTag>
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76 | inline _Tp
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77 | __accumulate_switch(_IIter __begin, _IIter __end, _Tp __init,
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78 | _BinaryOperation __binary_op, _IteratorTag)
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79 | { return accumulate(__begin, __end, __init, __binary_op,
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80 | __gnu_parallel::sequential_tag()); }
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81 |
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82 | // Parallel algorithm for random access iterators.
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83 | template<typename __RAIter, typename _Tp, typename _BinaryOperation>
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84 | _Tp
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85 | __accumulate_switch(__RAIter __begin, __RAIter __end,
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86 | _Tp __init, _BinaryOperation __binary_op,
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87 | random_access_iterator_tag,
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88 | __gnu_parallel::_Parallelism __parallelism_tag)
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89 | {
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90 | if (_GLIBCXX_PARALLEL_CONDITION(
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91 | static_cast<__gnu_parallel::_SequenceIndex>(__end - __begin)
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92 | >= __gnu_parallel::_Settings::get().accumulate_minimal_n
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93 | && __gnu_parallel::__is_parallel(__parallelism_tag)))
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94 | {
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95 | _Tp __res = __init;
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96 | __gnu_parallel::__accumulate_selector<__RAIter>
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97 | __my_selector;
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98 | __gnu_parallel::
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99 | __for_each_template_random_access_ed(__begin, __end,
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100 | __gnu_parallel::_Nothing(),
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101 | __my_selector,
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102 | __gnu_parallel::
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103 | __accumulate_binop_reduct
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104 | <_BinaryOperation>(__binary_op),
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105 | __res, __res, -1);
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106 | return __res;
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107 | }
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108 | else
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109 | return accumulate(__begin, __end, __init, __binary_op,
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110 | __gnu_parallel::sequential_tag());
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111 | }
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112 |
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113 | // Public interface.
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114 | template<typename _IIter, typename _Tp>
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115 | inline _Tp
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116 | accumulate(_IIter __begin, _IIter __end, _Tp __init,
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117 | __gnu_parallel::_Parallelism __parallelism_tag)
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118 | {
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119 | typedef std::iterator_traits<_IIter> _IteratorTraits;
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120 | typedef typename _IteratorTraits::value_type _ValueType;
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121 | typedef typename _IteratorTraits::iterator_category _IteratorCategory;
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122 |
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123 | return __accumulate_switch(__begin, __end, __init,
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124 | __gnu_parallel::_Plus<_Tp, _ValueType>(),
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125 | _IteratorCategory(), __parallelism_tag);
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126 | }
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127 |
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128 | template<typename _IIter, typename _Tp>
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129 | inline _Tp
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130 | accumulate(_IIter __begin, _IIter __end, _Tp __init)
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131 | {
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132 | typedef std::iterator_traits<_IIter> _IteratorTraits;
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133 | typedef typename _IteratorTraits::value_type _ValueType;
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134 | typedef typename _IteratorTraits::iterator_category _IteratorCategory;
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135 |
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136 | return __accumulate_switch(__begin, __end, __init,
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137 | __gnu_parallel::_Plus<_Tp, _ValueType>(),
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138 | _IteratorCategory());
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139 | }
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140 |
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141 | template<typename _IIter, typename _Tp, typename _BinaryOperation>
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142 | inline _Tp
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143 | accumulate(_IIter __begin, _IIter __end, _Tp __init,
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144 | _BinaryOperation __binary_op,
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145 | __gnu_parallel::_Parallelism __parallelism_tag)
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146 | {
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147 | typedef iterator_traits<_IIter> _IteratorTraits;
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148 | typedef typename _IteratorTraits::iterator_category _IteratorCategory;
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149 | return __accumulate_switch(__begin, __end, __init, __binary_op,
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150 | _IteratorCategory(), __parallelism_tag);
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151 | }
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152 |
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153 | template<typename _IIter, typename _Tp, typename _BinaryOperation>
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154 | inline _Tp
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155 | accumulate(_IIter __begin, _IIter __end, _Tp __init,
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156 | _BinaryOperation __binary_op)
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157 | {
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158 | typedef iterator_traits<_IIter> _IteratorTraits;
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159 | typedef typename _IteratorTraits::iterator_category _IteratorCategory;
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160 | return __accumulate_switch(__begin, __end, __init, __binary_op,
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161 | _IteratorCategory());
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162 | }
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163 |
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164 |
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165 | // Sequential fallback.
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166 | template<typename _IIter1, typename _IIter2, typename _Tp>
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167 | inline _Tp
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168 | inner_product(_IIter1 __first1, _IIter1 __last1,
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169 | _IIter2 __first2, _Tp __init,
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170 | __gnu_parallel::sequential_tag)
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171 | { return _GLIBCXX_STD_A::inner_product(
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172 | __first1, __last1, __first2, __init); }
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173 |
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174 | template<typename _IIter1, typename _IIter2, typename _Tp,
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175 | typename _BinaryFunction1, typename _BinaryFunction2>
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176 | inline _Tp
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177 | inner_product(_IIter1 __first1, _IIter1 __last1,
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178 | _IIter2 __first2, _Tp __init, _BinaryFunction1 __binary_op1,
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179 | _BinaryFunction2 __binary_op2,
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180 | __gnu_parallel::sequential_tag)
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181 | { return _GLIBCXX_STD_A::inner_product(__first1, __last1, __first2, __init,
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182 | __binary_op1, __binary_op2); }
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183 |
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184 | // Parallel algorithm for random access iterators.
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185 | template<typename _RAIter1, typename _RAIter2,
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186 | typename _Tp, typename _BinaryFunction1, typename _BinaryFunction2>
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187 | _Tp
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188 | __inner_product_switch(_RAIter1 __first1,
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189 | _RAIter1 __last1,
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190 | _RAIter2 __first2, _Tp __init,
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191 | _BinaryFunction1 __binary_op1,
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192 | _BinaryFunction2 __binary_op2,
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193 | random_access_iterator_tag,
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194 | random_access_iterator_tag,
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195 | __gnu_parallel::_Parallelism __parallelism_tag)
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196 | {
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197 | if (_GLIBCXX_PARALLEL_CONDITION((__last1 - __first1)
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198 | >= __gnu_parallel::_Settings::get().
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199 | accumulate_minimal_n
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200 | && __gnu_parallel::
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201 | __is_parallel(__parallelism_tag)))
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202 | {
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203 | _Tp __res = __init;
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204 | __gnu_parallel::
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205 | __inner_product_selector<_RAIter1,
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206 | _RAIter2, _Tp> __my_selector(__first1, __first2);
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207 | __gnu_parallel::
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208 | __for_each_template_random_access_ed(
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209 | __first1, __last1, __binary_op2, __my_selector, __binary_op1,
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210 | __res, __res, -1);
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211 | return __res;
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212 | }
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213 | else
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214 | return inner_product(__first1, __last1, __first2, __init,
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215 | __gnu_parallel::sequential_tag());
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216 | }
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217 |
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218 | // No parallelism for input iterators.
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219 | template<typename _IIter1, typename _IIter2, typename _Tp,
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220 | typename _BinaryFunction1, typename _BinaryFunction2,
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221 | typename _IteratorTag1, typename _IteratorTag2>
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222 | inline _Tp
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223 | __inner_product_switch(_IIter1 __first1, _IIter1 __last1,
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224 | _IIter2 __first2, _Tp __init,
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225 | _BinaryFunction1 __binary_op1,
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226 | _BinaryFunction2 __binary_op2,
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227 | _IteratorTag1, _IteratorTag2)
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228 | { return inner_product(__first1, __last1, __first2, __init, __binary_op1,
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229 | __binary_op2, __gnu_parallel::sequential_tag()); }
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230 |
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231 | template<typename _IIter1, typename _IIter2, typename _Tp,
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232 | typename _BinaryFunction1, typename _BinaryFunction2>
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233 | inline _Tp
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234 | inner_product(_IIter1 __first1, _IIter1 __last1,
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235 | _IIter2 __first2, _Tp __init, _BinaryFunction1 __binary_op1,
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236 | _BinaryFunction2 __binary_op2,
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237 | __gnu_parallel::_Parallelism __parallelism_tag)
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238 | {
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239 | typedef iterator_traits<_IIter1> _TraitsType1;
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240 | typedef typename _TraitsType1::iterator_category _IteratorCategory1;
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241 |
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242 | typedef iterator_traits<_IIter2> _TraitsType2;
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243 | typedef typename _TraitsType2::iterator_category _IteratorCategory2;
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244 |
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245 | return __inner_product_switch(__first1, __last1, __first2, __init,
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246 | __binary_op1, __binary_op2,
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247 | _IteratorCategory1(), _IteratorCategory2(),
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248 | __parallelism_tag);
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249 | }
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250 |
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251 | template<typename _IIter1, typename _IIter2, typename _Tp,
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252 | typename _BinaryFunction1, typename _BinaryFunction2>
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253 | inline _Tp
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254 | inner_product(_IIter1 __first1, _IIter1 __last1,
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255 | _IIter2 __first2, _Tp __init, _BinaryFunction1 __binary_op1,
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256 | _BinaryFunction2 __binary_op2)
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257 | {
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258 | typedef iterator_traits<_IIter1> _TraitsType1;
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259 | typedef typename _TraitsType1::iterator_category _IteratorCategory1;
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260 |
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261 | typedef iterator_traits<_IIter2> _TraitsType2;
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262 | typedef typename _TraitsType2::iterator_category _IteratorCategory2;
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263 |
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264 | return __inner_product_switch(__first1, __last1, __first2, __init,
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265 | __binary_op1, __binary_op2,
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266 | _IteratorCategory1(),
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267 | _IteratorCategory2());
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268 | }
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269 |
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270 | template<typename _IIter1, typename _IIter2, typename _Tp>
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271 | inline _Tp
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272 | inner_product(_IIter1 __first1, _IIter1 __last1,
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273 | _IIter2 __first2, _Tp __init,
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274 | __gnu_parallel::_Parallelism __parallelism_tag)
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275 | {
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276 | typedef iterator_traits<_IIter1> _TraitsType1;
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277 | typedef typename _TraitsType1::value_type _ValueType1;
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278 | typedef iterator_traits<_IIter2> _TraitsType2;
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279 | typedef typename _TraitsType2::value_type _ValueType2;
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280 |
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281 | typedef typename
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282 | __gnu_parallel::_Multiplies<_ValueType1, _ValueType2>::result_type
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283 | _MultipliesResultType;
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284 | return __gnu_parallel::inner_product(__first1, __last1, __first2, __init,
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285 | __gnu_parallel::_Plus<_Tp, _MultipliesResultType>(),
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286 | __gnu_parallel::
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287 | _Multiplies<_ValueType1, _ValueType2>(),
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288 | __parallelism_tag);
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289 | }
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290 |
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291 | template<typename _IIter1, typename _IIter2, typename _Tp>
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292 | inline _Tp
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293 | inner_product(_IIter1 __first1, _IIter1 __last1,
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294 | _IIter2 __first2, _Tp __init)
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295 | {
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296 | typedef iterator_traits<_IIter1> _TraitsType1;
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297 | typedef typename _TraitsType1::value_type _ValueType1;
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298 | typedef iterator_traits<_IIter2> _TraitsType2;
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299 | typedef typename _TraitsType2::value_type _ValueType2;
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300 |
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301 | typedef typename
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302 | __gnu_parallel::_Multiplies<_ValueType1, _ValueType2>::result_type
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303 | _MultipliesResultType;
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304 | return __gnu_parallel::inner_product(__first1, __last1, __first2, __init,
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305 | __gnu_parallel::_Plus<_Tp, _MultipliesResultType>(),
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306 | __gnu_parallel::
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307 | _Multiplies<_ValueType1, _ValueType2>());
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308 | }
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309 |
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310 | // Sequential fallback.
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311 | template<typename _IIter, typename _OutputIterator>
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312 | inline _OutputIterator
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313 | partial_sum(_IIter __begin, _IIter __end, _OutputIterator __result,
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314 | __gnu_parallel::sequential_tag)
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315 | { return _GLIBCXX_STD_A::partial_sum(__begin, __end, __result); }
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316 |
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317 | // Sequential fallback.
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318 | template<typename _IIter, typename _OutputIterator,
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319 | typename _BinaryOperation>
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320 | inline _OutputIterator
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321 | partial_sum(_IIter __begin, _IIter __end, _OutputIterator __result,
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322 | _BinaryOperation __bin_op, __gnu_parallel::sequential_tag)
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323 | { return _GLIBCXX_STD_A::partial_sum(__begin, __end, __result, __bin_op); }
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324 |
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325 | // Sequential fallback for input iterator case.
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326 | template<typename _IIter, typename _OutputIterator,
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327 | typename _BinaryOperation, typename _IteratorTag1,
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328 | typename _IteratorTag2>
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329 | inline _OutputIterator
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330 | __partial_sum_switch(_IIter __begin, _IIter __end,
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331 | _OutputIterator __result, _BinaryOperation __bin_op,
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332 | _IteratorTag1, _IteratorTag2)
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333 | { return _GLIBCXX_STD_A::partial_sum(__begin, __end, __result, __bin_op); }
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334 |
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335 | // Parallel algorithm for random access iterators.
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336 | template<typename _IIter, typename _OutputIterator,
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337 | typename _BinaryOperation>
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338 | _OutputIterator
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339 | __partial_sum_switch(_IIter __begin, _IIter __end,
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340 | _OutputIterator __result, _BinaryOperation __bin_op,
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341 | random_access_iterator_tag,
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342 | random_access_iterator_tag)
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343 | {
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344 | if (_GLIBCXX_PARALLEL_CONDITION(
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345 | static_cast<__gnu_parallel::_SequenceIndex>(__end - __begin)
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346 | >= __gnu_parallel::_Settings::get().partial_sum_minimal_n))
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347 | return __gnu_parallel::__parallel_partial_sum(__begin, __end,
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348 | __result, __bin_op);
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349 | else
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350 | return partial_sum(__begin, __end, __result, __bin_op,
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351 | __gnu_parallel::sequential_tag());
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352 | }
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353 |
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354 | // Public interface.
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355 | template<typename _IIter, typename _OutputIterator>
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356 | inline _OutputIterator
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357 | partial_sum(_IIter __begin, _IIter __end, _OutputIterator __result)
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358 | {
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359 | typedef typename iterator_traits<_IIter>::value_type _ValueType;
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360 | return __gnu_parallel::partial_sum(__begin, __end,
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361 | __result, std::plus<_ValueType>());
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362 | }
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363 |
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364 | // Public interface
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365 | template<typename _IIter, typename _OutputIterator,
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366 | typename _BinaryOperation>
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367 | inline _OutputIterator
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368 | partial_sum(_IIter __begin, _IIter __end, _OutputIterator __result,
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369 | _BinaryOperation __binary_op)
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370 | {
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371 | typedef iterator_traits<_IIter> _ITraitsType;
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372 | typedef typename _ITraitsType::iterator_category _IIteratorCategory;
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373 |
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374 | typedef iterator_traits<_OutputIterator> _OTraitsType;
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375 | typedef typename _OTraitsType::iterator_category _OIterCategory;
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376 |
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377 | return __partial_sum_switch(__begin, __end, __result, __binary_op,
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378 | _IIteratorCategory(), _OIterCategory());
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379 | }
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380 |
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381 | // Sequential fallback.
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382 | template<typename _IIter, typename _OutputIterator>
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383 | inline _OutputIterator
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384 | adjacent_difference(_IIter __begin, _IIter __end, _OutputIterator __result,
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385 | __gnu_parallel::sequential_tag)
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386 | { return _GLIBCXX_STD_A::adjacent_difference(__begin, __end, __result); }
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387 |
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388 | // Sequential fallback.
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389 | template<typename _IIter, typename _OutputIterator,
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390 | typename _BinaryOperation>
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391 | inline _OutputIterator
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392 | adjacent_difference(_IIter __begin, _IIter __end,
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393 | _OutputIterator __result, _BinaryOperation __bin_op,
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394 | __gnu_parallel::sequential_tag)
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395 | { return _GLIBCXX_STD_A::adjacent_difference(__begin, __end,
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396 | __result, __bin_op); }
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397 |
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398 | // Sequential fallback for input iterator case.
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399 | template<typename _IIter, typename _OutputIterator,
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400 | typename _BinaryOperation, typename _IteratorTag1,
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401 | typename _IteratorTag2>
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402 | inline _OutputIterator
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403 | __adjacent_difference_switch(_IIter __begin, _IIter __end,
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404 | _OutputIterator __result,
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405 | _BinaryOperation __bin_op, _IteratorTag1,
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406 | _IteratorTag2)
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407 | { return adjacent_difference(__begin, __end, __result, __bin_op,
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408 | __gnu_parallel::sequential_tag()); }
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409 |
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410 | // Parallel algorithm for random access iterators.
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411 | template<typename _IIter, typename _OutputIterator,
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412 | typename _BinaryOperation>
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413 | _OutputIterator
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414 | __adjacent_difference_switch(_IIter __begin, _IIter __end,
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415 | _OutputIterator __result,
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416 | _BinaryOperation __bin_op,
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417 | random_access_iterator_tag,
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418 | random_access_iterator_tag,
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419 | __gnu_parallel::_Parallelism
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420 | __parallelism_tag)
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421 | {
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422 | if (_GLIBCXX_PARALLEL_CONDITION(
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423 | static_cast<__gnu_parallel::_SequenceIndex>(__end - __begin)
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424 | >= __gnu_parallel::_Settings::get().adjacent_difference_minimal_n
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425 | && __gnu_parallel::__is_parallel(__parallelism_tag)))
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426 | {
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427 | bool __dummy = true;
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428 | typedef __gnu_parallel::_IteratorPair<_IIter, _OutputIterator,
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429 | random_access_iterator_tag> _ItTrip;
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430 | *__result = *__begin;
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431 | _ItTrip __begin_pair(__begin + 1, __result + 1),
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432 | __end_pair(__end, __result + (__end - __begin));
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433 | __gnu_parallel::__adjacent_difference_selector<_ItTrip>
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434 | __functionality;
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435 | __gnu_parallel::
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436 | __for_each_template_random_access_ed(
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437 | __begin_pair, __end_pair, __bin_op, __functionality,
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438 | __gnu_parallel::_DummyReduct(), __dummy, __dummy, -1);
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439 | return __functionality._M_finish_iterator;
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440 | }
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441 | else
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442 | return adjacent_difference(__begin, __end, __result, __bin_op,
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443 | __gnu_parallel::sequential_tag());
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444 | }
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445 |
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446 | // Public interface.
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447 | template<typename _IIter, typename _OutputIterator>
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448 | inline _OutputIterator
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449 | adjacent_difference(_IIter __begin, _IIter __end,
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450 | _OutputIterator __result,
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451 | __gnu_parallel::_Parallelism __parallelism_tag)
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452 | {
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453 | typedef iterator_traits<_IIter> _TraitsType;
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454 | typedef typename _TraitsType::value_type _ValueType;
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455 | return adjacent_difference(__begin, __end, __result,
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456 | std::minus<_ValueType>(),
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457 | __parallelism_tag);
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458 | }
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459 |
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460 | template<typename _IIter, typename _OutputIterator>
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461 | inline _OutputIterator
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462 | adjacent_difference(_IIter __begin, _IIter __end,
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463 | _OutputIterator __result)
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464 | {
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465 | typedef iterator_traits<_IIter> _TraitsType;
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466 | typedef typename _TraitsType::value_type _ValueType;
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467 | return adjacent_difference(__begin, __end, __result,
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468 | std::minus<_ValueType>());
|
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469 | }
|
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470 |
|
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471 | template<typename _IIter, typename _OutputIterator,
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472 | typename _BinaryOperation>
|
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473 | inline _OutputIterator
|
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474 | adjacent_difference(_IIter __begin, _IIter __end,
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475 | _OutputIterator __result, _BinaryOperation __binary_op,
|
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476 | __gnu_parallel::_Parallelism __parallelism_tag)
|
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477 | {
|
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478 | typedef iterator_traits<_IIter> _ITraitsType;
|
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479 | typedef typename _ITraitsType::iterator_category _IIteratorCategory;
|
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480 |
|
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481 | typedef iterator_traits<_OutputIterator> _OTraitsType;
|
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482 | typedef typename _OTraitsType::iterator_category _OIterCategory;
|
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483 |
|
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484 | return __adjacent_difference_switch(__begin, __end, __result,
|
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485 | __binary_op,
|
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486 | _IIteratorCategory(),
|
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487 | _OIterCategory(),
|
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488 | __parallelism_tag);
|
---|
489 | }
|
---|
490 |
|
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491 | template<typename _IIter, typename _OutputIterator,
|
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492 | typename _BinaryOperation>
|
---|
493 | inline _OutputIterator
|
---|
494 | adjacent_difference(_IIter __begin, _IIter __end,
|
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495 | _OutputIterator __result, _BinaryOperation __binary_op)
|
---|
496 | {
|
---|
497 | typedef iterator_traits<_IIter> _ITraitsType;
|
---|
498 | typedef typename _ITraitsType::iterator_category _IIteratorCategory;
|
---|
499 |
|
---|
500 | typedef iterator_traits<_OutputIterator> _OTraitsType;
|
---|
501 | typedef typename _OTraitsType::iterator_category _OIterCategory;
|
---|
502 |
|
---|
503 | return __adjacent_difference_switch(__begin, __end, __result,
|
---|
504 | __binary_op,
|
---|
505 | _IIteratorCategory(),
|
---|
506 | _OIterCategory());
|
---|
507 | }
|
---|
508 | } // end namespace
|
---|
509 | } // end namespace
|
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510 |
|
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511 | #endif /* _GLIBCXX_NUMERIC_H */
|
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