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|---|---|---|---|
| 1 | #include "leonova_a_radix_merge_sort/all/include/ops_all.hpp" | ||
| 2 | |||
| 3 | #include <mpi.h> | ||
| 4 | |||
| 5 | #include <algorithm> | ||
| 6 | #include <cstddef> | ||
| 7 | #include <cstdint> | ||
| 8 | #include <future> | ||
| 9 | #include <utility> | ||
| 10 | #include <vector> | ||
| 11 | |||
| 12 | #include "leonova_a_radix_merge_sort/common/include/common.hpp" | ||
| 13 | #include "util/include/util.hpp" | ||
| 14 | |||
| 15 | static_assert(sizeof(int64_t) == sizeof(std::int64_t)); | ||
| 16 | |||
| 17 | namespace leonova_a_radix_merge_sort { | ||
| 18 | |||
| 19 |
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64 | LeonovaARadixMergeSortALL::LeonovaARadixMergeSortALL(const InType &in) { |
| 20 | SetTypeOfTask(GetStaticTypeOfTask()); | ||
| 21 |
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64 | GetInput() = in; |
| 22 |
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64 | GetOutput() = std::vector<int64_t>(GetInput().size()); |
| 23 | 64 | } | |
| 24 | |||
| 25 | 128 | bool LeonovaARadixMergeSortALL::ValidationImpl() { | |
| 26 | 128 | int rank = 0; | |
| 27 | 128 | MPI_Comm_rank(MPI_COMM_WORLD, &rank); | |
| 28 | |||
| 29 | 128 | int is_valid = 1; | |
| 30 |
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128 | if (rank == 0) { |
| 31 |
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128 | is_valid = GetInput().empty() ? 0 : 1; |
| 32 | } | ||
| 33 | |||
| 34 | 128 | MPI_Bcast(&is_valid, 1, MPI_INT, 0, MPI_COMM_WORLD); | |
| 35 | 128 | return is_valid == 1; | |
| 36 | } | ||
| 37 | |||
| 38 | 64 | bool LeonovaARadixMergeSortALL::PreProcessingImpl() { | |
| 39 | 64 | return true; | |
| 40 | } | ||
| 41 | |||
| 42 | 64 | bool LeonovaARadixMergeSortALL::PostProcessingImpl() { | |
| 43 | 64 | return true; | |
| 44 | } | ||
| 45 | |||
| 46 | namespace { | ||
| 47 | |||
| 48 | void MpiSendInt64(const std::vector<int64_t> &buf, int count, int dest, int tag) { | ||
| 49 | 30 | MPI_Send(static_cast<const void *>(buf.data()), count, MPI_INT64_T, dest, tag, MPI_COMM_WORLD); | |
| 50 | 30 | } | |
| 51 | |||
| 52 | void MpiRecvInt64(std::vector<int64_t> &buf, int count, int src, int tag) { | ||
| 53 |
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30 | MPI_Recv(static_cast<void *>(buf.data()), count, MPI_INT64_T, src, tag, MPI_COMM_WORLD, MPI_STATUS_IGNORE); |
| 54 | 30 | } | |
| 55 | |||
| 56 | void MpiBcastInt64(std::vector<int64_t> &buf, int count) { | ||
| 57 | 64 | MPI_Bcast(static_cast<void *>(buf.data()), count, MPI_INT64_T, 0, MPI_COMM_WORLD); | |
| 58 | } | ||
| 59 | |||
| 60 | void MpiScattervInt64(const std::vector<int64_t> &sendbuf, const std::vector<int> &counts, | ||
| 61 | const std::vector<int> &displs, std::vector<int64_t> &recvbuf, int recv_count, int root) { | ||
| 62 | const void *send_ptr = static_cast<const void *>(sendbuf.data()); | ||
| 63 | void *recv_ptr = static_cast<void *>(recvbuf.data()); | ||
| 64 |
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64 | MPI_Scatterv(send_ptr, counts.data(), displs.data(), MPI_INT64_T, recv_ptr, recv_count, MPI_INT64_T, root, |
| 65 | MPI_COMM_WORLD); | ||
| 66 | 64 | } | |
| 67 | |||
| 68 | } // namespace | ||
| 69 | |||
| 70 | inline uint64_t LeonovaARadixMergeSortALL::ToUnsignedValue(int64_t value) { | ||
| 71 | 262987 | return static_cast<uint64_t>(value) ^ kSignBitMask; | |
| 72 | } | ||
| 73 | |||
| 74 | ✗ | void LeonovaARadixMergeSortALL::FillKeys(const std::vector<int64_t> &arr, size_t left, size_t size, | |
| 75 | std::vector<uint64_t> &keys) { | ||
| 76 |
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263099 | for (size_t i = 0; i < size; ++i) { |
| 77 | 262987 | keys[i] = ToUnsignedValue(arr[left + i]); | |
| 78 | } | ||
| 79 | ✗ | } | |
| 80 | |||
| 81 |
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896 | void LeonovaARadixMergeSortALL::CountBytes(const std::vector<uint64_t> &keys, size_t begin, size_t end, int shift, |
| 82 | std::vector<size_t> &counts) { | ||
| 83 | std::ranges::fill(counts, 0); | ||
| 84 |
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2104792 | for (size_t i = begin; i < end; ++i) { |
| 85 | 2103896 | ++counts[(keys[i] >> shift) & 0xFFU]; | |
| 86 | } | ||
| 87 | 896 | } | |
| 88 | |||
| 89 | 896 | void LeonovaARadixMergeSortALL::ScatterBytes(const std::vector<uint64_t> &src_keys, const std::vector<int64_t> &src_arr, | |
| 90 | size_t left, size_t begin, size_t end, int shift, | ||
| 91 | std::vector<size_t> &offsets, std::vector<int64_t> &dst_arr, | ||
| 92 | std::vector<uint64_t> &dst_keys) { | ||
| 93 |
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2104792 | for (size_t i = begin; i < end; ++i) { |
| 94 | 2103896 | const size_t bucket = (src_keys[i] >> shift) & 0xFFU; | |
| 95 | 2103896 | const size_t pos = offsets[bucket]++; | |
| 96 | 2103896 | dst_arr[pos] = src_arr[left + i]; | |
| 97 | 2103896 | dst_keys[pos] = src_keys[i]; | |
| 98 | } | ||
| 99 | 896 | } | |
| 100 | |||
| 101 | 56 | void LeonovaARadixMergeSortALL::ParallelRadixSort(std::vector<int64_t> &arr, size_t left, size_t right) { | |
| 102 | 56 | const size_t size = right - left; | |
| 103 |
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56 | if (size <= 1) { |
| 104 | ✗ | return; | |
| 105 | } | ||
| 106 | |||
| 107 | 56 | const auto hw = static_cast<size_t>(std::max(1, ppc::util::GetNumThreads())); | |
| 108 | const size_t num_threads = std::min(hw, size); | ||
| 109 | 56 | const size_t chunk = (size + num_threads - 1) / num_threads; | |
| 110 | |||
| 111 | 56 | std::vector<size_t> boundaries(num_threads + 1); | |
| 112 |
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224 | for (size_t tndex = 0; tndex <= num_threads; ++tndex) { |
| 113 | 168 | boundaries[tndex] = left + std::min(tndex * chunk, size); | |
| 114 | } | ||
| 115 | |||
| 116 | 112 | auto sort_chunk = [&](size_t cl, size_t cr) { | |
| 117 | 112 | const size_t sz = cr - cl; | |
| 118 | 112 | std::vector<uint64_t> keys(sz); | |
| 119 |
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112 | std::vector<int64_t> tmp_arr(sz); |
| 120 |
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112 | std::vector<uint64_t> tmp_keys(sz); |
| 121 |
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112 | std::vector<size_t> counts(kNumCounters); |
| 122 |
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112 | std::vector<size_t> offsets(kNumCounters); |
| 123 | |||
| 124 | 112 | FillKeys(arr, cl, sz, keys); | |
| 125 | |||
| 126 |
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1008 | for (int byte_pos = 0; byte_pos < kNumBytes; ++byte_pos) { |
| 127 | 896 | const int shift = byte_pos * kByteSize; | |
| 128 | |||
| 129 | 896 | CountBytes(keys, 0, sz, shift, counts); | |
| 130 | |||
| 131 | size_t sum = 0; | ||
| 132 |
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230272 | for (size_t bndex = 0; bndex < kNumCounters; ++bndex) { |
| 133 | 229376 | offsets[bndex] = sum; | |
| 134 | 229376 | sum += counts[bndex]; | |
| 135 | } | ||
| 136 | |||
| 137 | 896 | ScatterBytes(keys, arr, cl, 0, sz, shift, offsets, tmp_arr, tmp_keys); | |
| 138 | |||
| 139 | std::ranges::copy(tmp_arr, arr.begin() + static_cast<std::ptrdiff_t>(cl)); | ||
| 140 | keys.swap(tmp_keys); | ||
| 141 | } | ||
| 142 | 112 | }; | |
| 143 | |||
| 144 | 56 | std::vector<std::future<void>> futures; | |
| 145 |
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56 | futures.reserve(num_threads); |
| 146 |
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168 | for (size_t tndex = 0; tndex < num_threads; ++tndex) { |
| 147 |
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224 | futures.push_back(std::async(std::launch::async, sort_chunk, boundaries[tndex], boundaries[tndex + 1])); |
| 148 | } | ||
| 149 |
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168 | for (auto &f : futures) { |
| 150 |
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112 | f.get(); |
| 151 | } | ||
| 152 | |||
| 153 |
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56 | MergeChunks(arr, boundaries); |
| 154 | 56 | } | |
| 155 | |||
| 156 | 56 | void LeonovaARadixMergeSortALL::SimpleMerge(std::vector<int64_t> &arr, size_t left, size_t mid, size_t right) { | |
| 157 | 56 | std::vector<int64_t> merged(right - left); | |
| 158 | |||
| 159 | size_t i = left; | ||
| 160 | size_t j = mid; | ||
| 161 | size_t k = 0; | ||
| 162 | |||
| 163 |
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131557 | while (i < mid && j < right) { |
| 164 |
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131501 | merged[k++] = (arr[i] <= arr[j]) ? arr[i++] : arr[j++]; |
| 165 | } | ||
| 166 |
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131482 | while (i < mid) { |
| 167 | 131426 | merged[k++] = arr[i++]; | |
| 168 | } | ||
| 169 |
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116 | while (j < right) { |
| 170 | 60 | merged[k++] = arr[j++]; | |
| 171 | } | ||
| 172 | |||
| 173 | std::ranges::copy(merged, arr.begin() + static_cast<std::ptrdiff_t>(left)); | ||
| 174 | 56 | } | |
| 175 | |||
| 176 |
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56 | void LeonovaARadixMergeSortALL::MergeChunks(std::vector<int64_t> &arr, const std::vector<size_t> &boundaries) { |
| 177 | 56 | const size_t num_chunks = boundaries.size() - 1; | |
| 178 |
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56 | if (num_chunks <= 1) { |
| 179 | return; | ||
| 180 | } | ||
| 181 | |||
| 182 | size_t step = 1; | ||
| 183 |
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112 | while (step < num_chunks) { |
| 184 | 56 | const size_t double_step = step * 2; | |
| 185 | size_t t = 0; | ||
| 186 |
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112 | while (t < num_chunks) { |
| 187 |
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56 | const size_t mid_idx = std::min(t + step, num_chunks); |
| 188 | 56 | const size_t right_idx = std::min(t + double_step, num_chunks); | |
| 189 |
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56 | if (mid_idx < right_idx) { |
| 190 | 56 | SimpleMerge(arr, boundaries[t], boundaries[mid_idx], boundaries[right_idx]); | |
| 191 | } | ||
| 192 | t += double_step; | ||
| 193 | } | ||
| 194 | step = double_step; | ||
| 195 | } | ||
| 196 | } | ||
| 197 | |||
| 198 | 30 | void LeonovaARadixMergeSortALL::MergeSortedVectors(std::vector<int64_t> &local, const std::vector<int64_t> &incoming) { | |
| 199 |
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30 | std::vector<int64_t> merged; |
| 200 |
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30 | merged.reserve(local.size() + incoming.size()); |
| 201 | |||
| 202 | size_t i = 0; | ||
| 203 | size_t j = 0; | ||
| 204 | |||
| 205 |
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131542 | while (i < local.size() && j < incoming.size()) { |
| 206 |
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131512 | merged.push_back((local[i] <= incoming[j]) ? local[i++] : incoming[j++]); |
| 207 | } | ||
| 208 |
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131451 | while (i < local.size()) { |
| 209 |
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131421 | merged.push_back(local[i++]); |
| 210 | } | ||
| 211 |
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88 | while (j < incoming.size()) { |
| 212 |
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58 | merged.push_back(incoming[j++]); |
| 213 | } | ||
| 214 | |||
| 215 | local = std::move(merged); | ||
| 216 | 30 | } | |
| 217 | |||
| 218 | 64 | void LeonovaARadixMergeSortALL::HierarchicalMerge(std::vector<int64_t> &local_data, int rank, int world_size) { | |
| 219 | int step = 1; | ||
| 220 | |||
| 221 |
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128 | while (step < world_size) { |
| 222 | 64 | const int mask = step * 2; | |
| 223 | |||
| 224 |
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64 | if ((rank & (mask - 1)) == 0) { |
| 225 | 32 | const int partner = rank + step; | |
| 226 |
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32 | if (partner < world_size) { |
| 227 | 32 | int incoming_size = 0; | |
| 228 | 32 | MPI_Recv(&incoming_size, 1, MPI_INT, partner, 0, MPI_COMM_WORLD, MPI_STATUS_IGNORE); | |
| 229 | |||
| 230 |
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32 | if (incoming_size > 0) { |
| 231 | 30 | std::vector<int64_t> incoming(static_cast<size_t>(incoming_size)); | |
| 232 |
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30 | MpiRecvInt64(incoming, incoming_size, partner, 1); |
| 233 |
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30 | MergeSortedVectors(local_data, incoming); |
| 234 | } | ||
| 235 | } | ||
| 236 |
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32 | } else if ((rank & (mask - 1)) == step) { |
| 237 | 32 | const int partner = rank - step; | |
| 238 | 32 | const int send_size = static_cast<int>(local_data.size()); | |
| 239 | 32 | MPI_Send(&send_size, 1, MPI_INT, partner, 0, MPI_COMM_WORLD); | |
| 240 | |||
| 241 |
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32 | if (send_size > 0) { |
| 242 | MpiSendInt64(local_data, send_size, partner, 1); | ||
| 243 | } | ||
| 244 | |||
| 245 | local_data.clear(); | ||
| 246 | local_data.shrink_to_fit(); | ||
| 247 | } | ||
| 248 | |||
| 249 | 64 | MPI_Barrier(MPI_COMM_WORLD); | |
| 250 | step *= 2; | ||
| 251 | } | ||
| 252 | 64 | } | |
| 253 | |||
| 254 | 64 | void LeonovaARadixMergeSortALL::BroadcastResult(std::vector<int64_t> &local_data, int rank, int total) { | |
| 255 |
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64 | int result_size = (rank == 0) ? static_cast<int>(local_data.size()) : 0; |
| 256 | 64 | MPI_Bcast(&result_size, 1, MPI_INT, 0, MPI_COMM_WORLD); | |
| 257 | |||
| 258 |
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64 | if (rank != 0) { |
| 259 | 32 | local_data.resize(static_cast<size_t>(total)); | |
| 260 | } | ||
| 261 | |||
| 262 | 64 | MpiBcastInt64(local_data, result_size); | |
| 263 | 64 | } | |
| 264 | |||
| 265 | 64 | bool LeonovaARadixMergeSortALL::RunImpl() { | |
| 266 |
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64 | if (!ValidationImpl()) { |
| 267 | return false; | ||
| 268 | } | ||
| 269 | |||
| 270 | 64 | int rank = 0; | |
| 271 | 64 | int world_size = 1; | |
| 272 | 64 | MPI_Comm_rank(MPI_COMM_WORLD, &rank); | |
| 273 | 64 | MPI_Comm_size(MPI_COMM_WORLD, &world_size); | |
| 274 | |||
| 275 | 64 | const auto total = static_cast<int>(GetInput().size()); | |
| 276 | |||
| 277 | 64 | std::vector<int> send_counts(static_cast<size_t>(world_size), 0); | |
| 278 |
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64 | std::vector<int> send_displs(static_cast<size_t>(world_size), 0); |
| 279 | |||
| 280 |
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64 | if (rank == 0) { |
| 281 | 32 | const int base = total / world_size; | |
| 282 | 32 | const int remainder = total % world_size; | |
| 283 |
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96 | for (int pndex = 0; pndex < world_size; ++pndex) { |
| 284 |
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111 | send_counts[static_cast<size_t>(pndex)] = base + (pndex < remainder ? 1 : 0); |
| 285 | } | ||
| 286 | int offset = 0; | ||
| 287 |
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96 | for (int pndex = 0; pndex < world_size; ++pndex) { |
| 288 | 64 | send_displs[static_cast<size_t>(pndex)] = offset; | |
| 289 | 64 | offset += send_counts[static_cast<size_t>(pndex)]; | |
| 290 | } | ||
| 291 | } | ||
| 292 | |||
| 293 |
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64 | MPI_Bcast(send_counts.data(), world_size, MPI_INT, 0, MPI_COMM_WORLD); |
| 294 |
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64 | MPI_Bcast(send_displs.data(), world_size, MPI_INT, 0, MPI_COMM_WORLD); |
| 295 | |||
| 296 |
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64 | const int recv_count = send_counts[static_cast<size_t>(rank)]; |
| 297 |
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64 | std::vector<int64_t> local_data(static_cast<size_t>(recv_count)); |
| 298 | |||
| 299 |
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64 | if (world_size == 1) { |
| 300 | ✗ | local_data = GetInput(); | |
| 301 | } else { | ||
| 302 | MpiScattervInt64(GetInput(), send_counts, send_displs, local_data, recv_count, 0); | ||
| 303 | } | ||
| 304 | |||
| 305 |
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64 | if (recv_count > 1) { |
| 306 |
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56 | ParallelRadixSort(local_data, 0, static_cast<size_t>(recv_count)); |
| 307 | } | ||
| 308 | |||
| 309 |
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64 | HierarchicalMerge(local_data, rank, world_size); |
| 310 | |||
| 311 |
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64 | BroadcastResult(local_data, rank, total); |
| 312 | |||
| 313 | GetOutput() = std::move(local_data); | ||
| 314 | |||
| 315 | return true; | ||
| 316 | } | ||
| 317 | |||
| 318 | } // namespace leonova_a_radix_merge_sort | ||
| 319 |