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|---|---|---|---|
| 1 | #include "shkenev_i_constra_hull_for_binary_image/all/include/ops_all.hpp" | ||
| 2 | |||
| 3 | #include <mpi.h> | ||
| 4 | #include <tbb/parallel_for.h> | ||
| 5 | |||
| 6 | #include <algorithm> | ||
| 7 | #include <array> | ||
| 8 | #include <cstddef> | ||
| 9 | #include <cstdint> | ||
| 10 | #include <queue> | ||
| 11 | #include <ranges> | ||
| 12 | #include <utility> | ||
| 13 | #include <vector> | ||
| 14 | |||
| 15 | #include "shkenev_i_constra_hull_for_binary_image/common/include/common.hpp" | ||
| 16 | |||
| 17 | namespace shkenev_i_constra_hull_for_binary_image { | ||
| 18 | |||
| 19 | namespace { | ||
| 20 | |||
| 21 | constexpr std::uint8_t kThreshold = 128; | ||
| 22 | constexpr std::array<std::pair<int, int>, 4> kDirs = {{{1, 0}, {-1, 0}, {0, 1}, {0, -1}}}; | ||
| 23 | |||
| 24 | bool InBounds(int x, int y, int width, int height) { | ||
| 25 | 502 | return x >= 0 && x < width && y >= 0 && y < height; | |
| 26 | } | ||
| 27 | |||
| 28 | bool IsForeground(std::uint8_t pixel) { | ||
| 29 | return pixel > kThreshold; | ||
| 30 | } | ||
| 31 | |||
| 32 | std::int64_t Cross(const Point &a, const Point &b, const Point &c) { | ||
| 33 | 194 | return (static_cast<std::int64_t>(b.x - a.x) * static_cast<std::int64_t>(c.y - b.y)) - | |
| 34 | 194 | (static_cast<std::int64_t>(b.y - a.y) * static_cast<std::int64_t>(c.x - b.x)); | |
| 35 | } | ||
| 36 | |||
| 37 | 5 | std::vector<int> SerializeHulls(const std::vector<std::vector<Point>> &hulls) { | |
| 38 | 5 | std::vector<int> flat; | |
| 39 |
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5 | flat.reserve(1); |
| 40 |
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5 | flat.push_back(static_cast<int>(hulls.size())); |
| 41 |
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11 | for (const auto &hull : hulls) { |
| 42 |
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6 | flat.push_back(static_cast<int>(hull.size())); |
| 43 |
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19 | for (const auto &point : hull) { |
| 44 |
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13 | flat.push_back(point.x); |
| 45 |
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13 | flat.push_back(point.y); |
| 46 | } | ||
| 47 | } | ||
| 48 | 5 | return flat; | |
| 49 | } | ||
| 50 | |||
| 51 |
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10 | std::vector<std::vector<Point>> DeserializeHulls(const std::vector<int> &flat) { |
| 52 |
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10 | if (flat.empty()) { |
| 53 | ✗ | return {}; | |
| 54 | } | ||
| 55 | |||
| 56 | std::size_t pos = 0; | ||
| 57 | 10 | const int hull_count = flat[pos++]; | |
| 58 |
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10 | std::vector<std::vector<Point>> hulls; |
| 59 |
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10 | hulls.reserve(static_cast<std::size_t>(std::max(0, hull_count))); |
| 60 | |||
| 61 |
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22 | for (int hull_idx = 0; hull_idx < hull_count && pos < flat.size(); ++hull_idx) { |
| 62 |
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12 | const int point_count = flat[pos++]; |
| 63 |
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12 | std::vector<Point> hull; |
| 64 |
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12 | hull.reserve(static_cast<std::size_t>(std::max(0, point_count))); |
| 65 | |||
| 66 |
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38 | for (int point_idx = 0; point_idx < point_count && (pos + 1) < flat.size(); ++point_idx) { |
| 67 |
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26 | hull.emplace_back(flat[pos], flat[pos + 1]); |
| 68 | 26 | pos += 2; | |
| 69 | } | ||
| 70 | hulls.push_back(std::move(hull)); | ||
| 71 | } | ||
| 72 | |||
| 73 | return hulls; | ||
| 74 | 10 | } | |
| 75 | |||
| 76 | } // namespace | ||
| 77 | |||
| 78 | ✗ | size_t ShkenevIConstrHullALL::Index(int x, int y, int width) { | |
| 79 |
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475 | return (static_cast<size_t>(y) * static_cast<size_t>(width)) + static_cast<size_t>(x); |
| 80 | } | ||
| 81 | |||
| 82 |
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10 | ShkenevIConstrHullALL::ShkenevIConstrHullALL(const InType &in) : work_(in) { |
| 83 | SetTypeOfTask(GetStaticTypeOfTask()); | ||
| 84 |
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10 | GetInput() = in; |
| 85 | 10 | } | |
| 86 | |||
| 87 | 10 | bool ShkenevIConstrHullALL::ValidationImpl() { | |
| 88 | const auto &in = GetInput(); | ||
| 89 |
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10 | return in.width > 0 && in.height > 0 && |
| 90 |
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10 | in.pixels.size() == static_cast<size_t>(in.width) * static_cast<size_t>(in.height); |
| 91 | } | ||
| 92 | |||
| 93 | 10 | bool ShkenevIConstrHullALL::PreProcessingImpl() { | |
| 94 | 10 | work_ = GetInput(); | |
| 95 | work_.components.clear(); | ||
| 96 | work_.convex_hulls.clear(); | ||
| 97 | |||
| 98 | 10 | auto &pixels = work_.pixels; | |
| 99 | 10 | tbb::parallel_for(static_cast<size_t>(0), pixels.size(), [&](size_t idx) { | |
| 100 |
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782 | pixels[idx] = IsForeground(pixels[idx]) ? static_cast<std::uint8_t>(255) : static_cast<std::uint8_t>(0); |
| 101 | }); | ||
| 102 | |||
| 103 | 10 | return true; | |
| 104 | } | ||
| 105 | |||
| 106 | 6 | void ShkenevIConstrHullALL::BFS(int sx, int sy, int width, int height, std::vector<std::uint8_t> &visited, | |
| 107 | std::vector<Point> &component) { | ||
| 108 | std::queue<Point> queue; | ||
| 109 | queue.emplace(sx, sy); | ||
| 110 | 6 | visited[Index(sx, sy, width)] = 1; | |
| 111 | |||
| 112 |
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69 | while (!queue.empty()) { |
| 113 | 63 | const Point current = queue.front(); | |
| 114 | queue.pop(); | ||
| 115 | component.push_back(current); | ||
| 116 | |||
| 117 |
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315 | for (auto [dx, dy] : kDirs) { |
| 118 | 252 | const int next_x = current.x + dx; | |
| 119 |
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252 | const int next_y = current.y + dy; |
| 120 |
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250 | if (!InBounds(next_x, next_y, width, height)) { |
| 121 | 195 | continue; | |
| 122 | } | ||
| 123 | |||
| 124 | const size_t next_idx = Index(next_x, next_y, width); | ||
| 125 |
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248 | if (visited[next_idx] != 0U || work_.pixels[next_idx] == 0) { |
| 126 | 191 | continue; | |
| 127 | } | ||
| 128 | |||
| 129 |
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57 | visited[next_idx] = 1; |
| 130 | queue.emplace(next_x, next_y); | ||
| 131 | } | ||
| 132 | } | ||
| 133 | 6 | } | |
| 134 | |||
| 135 | 5 | void ShkenevIConstrHullALL::FindComponentsTBB() { | |
| 136 | 5 | const int width = work_.width; | |
| 137 | 5 | const int height = work_.height; | |
| 138 | |||
| 139 |
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5 | std::vector<std::uint8_t> visited(static_cast<size_t>(width) * static_cast<size_t>(height), 0); |
| 140 | work_.components.clear(); | ||
| 141 | |||
| 142 |
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36 | for (int row = 0; row < height; ++row) { |
| 143 |
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258 | for (int col = 0; col < width; ++col) { |
| 144 | const size_t idx = Index(col, row, width); | ||
| 145 |
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227 | if (work_.pixels[idx] == 0 || visited[idx] != 0U) { |
| 146 | 221 | continue; | |
| 147 | } | ||
| 148 | |||
| 149 | 6 | std::vector<Point> component; | |
| 150 |
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6 | BFS(col, row, width, height, visited, component); |
| 151 |
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6 | if (!component.empty()) { |
| 152 |
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6 | work_.components.push_back(std::move(component)); |
| 153 | } | ||
| 154 | } | ||
| 155 | } | ||
| 156 | 5 | } | |
| 157 | |||
| 158 |
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3 | std::vector<Point> ShkenevIConstrHullALL::BuildHull(const std::vector<Point> &points) { |
| 159 |
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3 | if (points.size() <= 2) { |
| 160 | ✗ | return points; | |
| 161 | } | ||
| 162 | |||
| 163 | 3 | std::vector<Point> pts = points; | |
| 164 |
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362 | std::ranges::sort(pts, [](const Point &a, const Point &b) { return (a.x != b.x) ? (a.x < b.x) : (a.y < b.y); }); |
| 165 | |||
| 166 | auto [first, last] = std::ranges::unique(pts); | ||
| 167 | pts.erase(first, last); | ||
| 168 |
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3 | if (pts.size() <= 2) { |
| 169 | return pts; | ||
| 170 | } | ||
| 171 | |||
| 172 | 3 | std::vector<Point> lower; | |
| 173 |
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3 | std::vector<Point> upper; |
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3 | lower.reserve(pts.size()); |
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3 | upper.reserve(pts.size()); |
| 176 | |||
| 177 |
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63 | for (const auto &point : pts) { |
| 178 |
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112 | while (lower.size() >= 2 && Cross(lower[lower.size() - 2], lower.back(), point) <= 0) { |
| 179 | lower.pop_back(); | ||
| 180 | } | ||
| 181 | lower.push_back(point); | ||
| 182 | } | ||
| 183 | |||
| 184 |
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63 | for (const auto &point : std::ranges::reverse_view(pts)) { |
| 185 |
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112 | while (upper.size() >= 2 && Cross(upper[upper.size() - 2], upper.back(), point) <= 0) { |
| 186 | upper.pop_back(); | ||
| 187 | } | ||
| 188 | upper.push_back(point); | ||
| 189 | } | ||
| 190 | |||
| 191 | lower.pop_back(); | ||
| 192 | upper.pop_back(); | ||
| 193 |
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3 | lower.insert(lower.end(), upper.begin(), upper.end()); |
| 194 | return lower; | ||
| 195 | } | ||
| 196 | |||
| 197 | 10 | bool ShkenevIConstrHullALL::RunImpl() { | |
| 198 | 10 | int rank = 0; | |
| 199 | 10 | MPI_Comm_rank(MPI_COMM_WORLD, &rank); | |
| 200 | |||
| 201 |
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10 | if (rank == 0) { |
| 202 | 5 | FindComponentsTBB(); | |
| 203 | |||
| 204 | 5 | auto &components = work_.components; | |
| 205 | 5 | auto &hulls = work_.convex_hulls; | |
| 206 | 5 | hulls.resize(components.size()); | |
| 207 | |||
| 208 | 5 | tbb::parallel_for(static_cast<size_t>(0), components.size(), [&](size_t idx) { | |
| 209 |
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6 | const auto &component = components[idx]; |
| 210 |
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6 | hulls[idx] = (component.size() <= 2) ? component : BuildHull(component); |
| 211 | 6 | }); | |
| 212 | } | ||
| 213 | |||
| 214 | 10 | std::vector<int> flat_hulls; | |
| 215 |
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10 | if (rank == 0) { |
| 216 |
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10 | flat_hulls = SerializeHulls(work_.convex_hulls); |
| 217 | } | ||
| 218 | |||
| 219 | 10 | int flat_size = static_cast<int>(flat_hulls.size()); | |
| 220 |
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10 | MPI_Bcast(&flat_size, 1, MPI_INT, 0, MPI_COMM_WORLD); |
| 221 |
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10 | if (rank != 0) { |
| 222 |
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5 | flat_hulls.resize(static_cast<std::size_t>(flat_size)); |
| 223 | } | ||
| 224 |
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10 | MPI_Bcast(flat_hulls.data(), flat_size, MPI_INT, 0, MPI_COMM_WORLD); |
| 225 | |||
| 226 |
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10 | work_.convex_hulls = DeserializeHulls(flat_hulls); |
| 227 | work_.components.clear(); | ||
| 228 |
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10 | MPI_Barrier(MPI_COMM_WORLD); |
| 229 |
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10 | GetOutput() = work_; |
| 230 | 10 | return true; | |
| 231 | } | ||
| 232 | |||
| 233 | 10 | bool ShkenevIConstrHullALL::PostProcessingImpl() { | |
| 234 | 10 | return true; | |
| 235 | } | ||
| 236 | |||
| 237 | } // namespace shkenev_i_constra_hull_for_binary_image | ||
| 238 |