sort_patterns.cpp 8.3 KB

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  1. // Range v3 library
  2. //
  3. // Copyright Eric Niebler 2013-present
  4. // Copyright Gonzalo Brito Gadeschi 2015
  5. //
  6. // Use, modification and distribution is subject to the
  7. // Boost Software License, Version 1.0. (See accompanying
  8. // file LICENSE_1_0.txt or copy at
  9. // http://www.boost.org/LICENSE_1_0.txt)
  10. //
  11. // Project home: https://github.com/ericniebler/range-v3
  12. //
  13. #include <range/v3/detail/config.hpp>
  14. #if RANGES_CXX_RETURN_TYPE_DEDUCTION >= RANGES_CXX_RETURN_TYPE_DEDUCTION_14 && \
  15. RANGES_CXX_GENERIC_LAMBDAS >= RANGES_CXX_GENERIC_LAMBDAS_14
  16. #include <iostream>
  17. #include <iomanip>
  18. #include <vector>
  19. #include <random>
  20. #include <functional>
  21. #include <climits>
  22. #include <chrono>
  23. #include <algorithm>
  24. #include <range/v3/all.hpp>
  25. RANGES_DIAGNOSTIC_IGNORE_GLOBAL_CONSTRUCTORS
  26. RANGES_DIAGNOSTIC_IGNORE_SIGN_CONVERSION
  27. namespace
  28. {
  29. /// Creates an geometric infinite sequence starting at 1 where the
  30. /// successor is multiplied by \p V
  31. auto geometric_sequence(std::size_t V) {
  32. std::size_t N = 1;
  33. return ranges::views::generate([N, V]() mutable {
  34. auto old = N;
  35. N *= V;
  36. return old;
  37. });
  38. }
  39. /// Creates an geometric infinite sequence starting at 1 where the
  40. /// successor is multiplied by \p V
  41. auto geometric_sequence_n(std::size_t V, std::size_t limit) {
  42. return geometric_sequence(V) |
  43. ranges::views::take_while([limit](std::size_t n) { return n <= limit; });
  44. }
  45. /// Random uniform integer sequence
  46. struct random_uniform_integer_sequence {
  47. std::default_random_engine gen;
  48. std::uniform_int_distribution<> dist;
  49. auto operator()(std::size_t) {
  50. return ranges::views::generate([&]{ return dist(gen); });
  51. }
  52. static std::string name() { return "random_uniform_integer_sequence"; }
  53. };
  54. struct ascending_integer_sequence {
  55. auto operator()(std::size_t) { return ranges::views::iota(1); }
  56. static std::string name() { return "ascending_integer_sequence"; }
  57. };
  58. struct descending_integer_sequence {
  59. auto operator()(std::size_t) {
  60. return ranges::views::iota(0ll, std::numeric_limits<long long>::max()) |
  61. ranges::views::reverse;
  62. }
  63. static std::string name() { return "descending_integer_sequence"; }
  64. };
  65. auto even = [](auto i) { return i % 2 == 0; };
  66. auto odd = [](auto i) { return !even(i); };
  67. struct even_odd_integer_sequence {
  68. static std::string name() { return "even_odd_integer_sequence"; }
  69. auto operator()(std::size_t n) {
  70. return ranges::views::concat(ranges::views::ints(std::size_t{0}, n) | ranges::views::filter(even),
  71. ranges::views::ints(std::size_t{0}, n) | ranges::views::filter(odd));
  72. }
  73. };
  74. struct organ_pipe_integer_sequence {
  75. static std::string name() { return "organ_pipe_integer_sequence"; }
  76. auto operator()(std::size_t n) {
  77. return ranges::views::concat(ranges::views::ints(std::size_t{0}, n/2),
  78. ranges::views::ints(std::size_t{0}, n/2 + 1)
  79. | ranges::views::reverse);
  80. }
  81. };
  82. template<typename Seq>
  83. void print(Seq seq, std::size_t n) {
  84. std::cout << "sequence: " << seq.name() << '\n';
  85. RANGES_FOR(auto i, seq(n) | ranges::views::take(n)) {
  86. std::cout << i << '\n';
  87. }
  88. }
  89. /// Returns the duration of a computation
  90. using clock_t = std::chrono::high_resolution_clock;
  91. using duration_t = clock_t::duration;
  92. template<typename Computation>
  93. auto duration(Computation &&c) {
  94. auto time = []{ return clock_t::now(); };
  95. const auto start = time();
  96. c();
  97. return time() - start;
  98. }
  99. template<typename Duration>
  100. auto to_millis(Duration d) {
  101. return std::chrono::duration_cast<std::chrono::milliseconds>(d).count();
  102. }
  103. template<typename Durations> auto compute_mean(Durations &&durations) {
  104. using D = ranges::range_value_t<Durations>;
  105. D total = ranges::accumulate(durations, D{}, ranges::plus{}, ranges::convert_to<D>{});
  106. return total / ranges::size(durations);
  107. }
  108. template<typename Durations> auto compute_stddev(Durations &&durations) {
  109. using D = ranges::range_value_t<Durations>;
  110. using Rep = typename D::rep;
  111. const auto mean = compute_mean(durations);
  112. const auto stddev = ranges::accumulate(
  113. durations | ranges::views::transform([=](auto i) {
  114. auto const delta = (i - mean).count();
  115. return delta * delta;
  116. }), Rep{}, ranges::plus{}, ranges::convert_to<Rep>{});
  117. return D{static_cast<typename D::rep>(std::sqrt(stddev / ranges::size(durations)))};
  118. }
  119. struct benchmark {
  120. struct result_t {
  121. duration_t mean_t;
  122. duration_t max_t;
  123. duration_t min_t;
  124. std::size_t size;
  125. duration_t deviation;
  126. };
  127. std::vector<result_t> results;
  128. template<typename Computation, typename Sizes>
  129. benchmark(Computation &&c, Sizes &&sizes, double target_deviation = 0.25,
  130. std::size_t max_iters = 100, std::size_t min_iters = 5) {
  131. RANGES_FOR(auto size, sizes) {
  132. std::vector<duration_t> durations;
  133. duration_t deviation;
  134. duration_t mean_duration;
  135. std::size_t iter;
  136. for (iter = 0; iter < max_iters; ++iter) {
  137. c.init(size);
  138. durations.emplace_back(duration(c));
  139. mean_duration = compute_mean(durations);
  140. if (++iter == max_iters) {
  141. break;
  142. }
  143. if (iter >= min_iters) {
  144. deviation = compute_stddev(durations);
  145. if (deviation < target_deviation * mean_duration)
  146. break;
  147. }
  148. }
  149. auto minmax = ranges::minmax(durations);
  150. results.emplace_back(
  151. result_t{mean_duration, minmax.max, minmax.min, size, deviation});
  152. std::cerr << "size: " << size << " iter: " << iter
  153. << " dev: " << to_millis(deviation)
  154. << " mean: " << to_millis(mean_duration)
  155. << " max: " << to_millis(minmax.max)
  156. << " min: " << to_millis(minmax.min) << '\n';
  157. }
  158. }
  159. };
  160. template<typename Seq, typename Comp>
  161. struct computation_on_sequence {
  162. Seq seq;
  163. Comp comp;
  164. std::vector<ranges::range_value_t<decltype(seq(std::size_t{}))>> data;
  165. computation_on_sequence(Seq s, Comp c, std::size_t max_size)
  166. : seq(std::move(s)), comp(std::move(c)) {
  167. data.reserve(max_size);
  168. }
  169. void init(std::size_t size) {
  170. data.resize(size);
  171. ranges::copy(seq(size) | ranges::views::take(size), ranges::begin(data));
  172. }
  173. void operator()() { comp(data); }
  174. };
  175. template<typename Seq, typename Comp>
  176. auto make_computation_on_sequence(Seq s, Comp c, std::size_t max_size) {
  177. return computation_on_sequence<Seq, Comp>(std::move(s), std::move(c),
  178. max_size);
  179. }
  180. template<typename Seq> void benchmark_sort(Seq &&seq, std::size_t max_size) {
  181. auto ranges_sort_comp =
  182. make_computation_on_sequence(seq, ranges::sort, max_size);
  183. auto std_sort_comp = make_computation_on_sequence(
  184. seq, [](auto &&v) { std::sort(std::begin(v), std::end(v)); }, max_size);
  185. auto ranges_sort_benchmark =
  186. benchmark(ranges_sort_comp, geometric_sequence_n(2, max_size));
  187. auto std_sort_benchmark =
  188. benchmark(std_sort_comp, geometric_sequence_n(2, max_size));
  189. using std::setw;
  190. std::cout << '#'
  191. << "pattern: " << seq.name() << '\n';
  192. std::cout << '#' << setw(19) << 'N' << setw(20) << "ranges::sort" << setw(20)
  193. << "std::sort"
  194. << '\n';
  195. RANGES_FOR(auto p, ranges::views::zip(ranges_sort_benchmark.results,
  196. std_sort_benchmark.results)) {
  197. auto rs = p.first;
  198. auto ss = p.second;
  199. std::cout << setw(20) << rs.size << setw(20) << to_millis(rs.mean_t)
  200. << setw(20) << to_millis(ss.mean_t) << '\n';
  201. }
  202. }
  203. } // unnamed namespace
  204. int main()
  205. {
  206. constexpr std::size_t max_size = 2000000;
  207. print(random_uniform_integer_sequence(), 20);
  208. print(ascending_integer_sequence(), 20);
  209. print(descending_integer_sequence(), 20);
  210. print(even_odd_integer_sequence(), 20);
  211. print(organ_pipe_integer_sequence(), 20);
  212. benchmark_sort(random_uniform_integer_sequence(), max_size);
  213. benchmark_sort(ascending_integer_sequence(), max_size);
  214. benchmark_sort(descending_integer_sequence(), max_size);
  215. benchmark_sort(organ_pipe_integer_sequence(), max_size);
  216. }
  217. #else
  218. #pragma message("sort_patterns requires C++14 return type deduction and generic lambdas")
  219. int main() {}
  220. #endif