| 1 | #pragma once |
| 2 | |
| 3 | #include <IO/WriteHelpers.h> |
| 4 | #include <IO/ReadHelpers.h> |
| 5 | |
| 6 | #include <DataTypes/DataTypeArray.h> |
| 7 | #include <DataTypes/DataTypesNumber.h> |
| 8 | #include <DataTypes/DataTypeString.h> |
| 9 | |
| 10 | #include <Columns/ColumnVector.h> |
| 11 | #include <Columns/ColumnArray.h> |
| 12 | #include <Columns/ColumnString.h> |
| 13 | |
| 14 | #include <Common/ArenaAllocator.h> |
| 15 | #include <Common/assert_cast.h> |
| 16 | |
| 17 | #include <AggregateFunctions/IAggregateFunction.h> |
| 18 | |
| 19 | #include <common/likely.h> |
| 20 | #include <type_traits> |
| 21 | |
| 22 | #define AGGREGATE_FUNCTION_GROUP_ARRAY_MAX_ARRAY_SIZE 0xFFFFFF |
| 23 | |
| 24 | |
| 25 | namespace DB |
| 26 | { |
| 27 | |
| 28 | namespace ErrorCodes |
| 29 | { |
| 30 | extern const int TOO_LARGE_ARRAY_SIZE; |
| 31 | extern const int LOGICAL_ERROR; |
| 32 | } |
| 33 | |
| 34 | |
| 35 | /// A particular case is an implementation for numeric types. |
| 36 | template <typename T> |
| 37 | struct GroupArrayNumericData |
| 38 | { |
| 39 | // Switch to ordinary Allocator after 4096 bytes to avoid fragmentation and trash in Arena |
| 40 | using Allocator = MixedAlignedArenaAllocator<alignof(T), 4096>; |
| 41 | using Array = PODArray<T, 32, Allocator>; |
| 42 | |
| 43 | Array value; |
| 44 | }; |
| 45 | |
| 46 | |
| 47 | template <typename T, typename Tlimit_num_elems> |
| 48 | class GroupArrayNumericImpl final |
| 49 | : public IAggregateFunctionDataHelper<GroupArrayNumericData<T>, GroupArrayNumericImpl<T, Tlimit_num_elems>> |
| 50 | { |
| 51 | static constexpr bool limit_num_elems = Tlimit_num_elems::value; |
| 52 | DataTypePtr & data_type; |
| 53 | UInt64 max_elems; |
| 54 | |
| 55 | public: |
| 56 | explicit GroupArrayNumericImpl(const DataTypePtr & data_type_, UInt64 max_elems_ = std::numeric_limits<UInt64>::max()) |
| 57 | : IAggregateFunctionDataHelper<GroupArrayNumericData<T>, GroupArrayNumericImpl<T, Tlimit_num_elems>>({data_type_}, {}) |
| 58 | , data_type(this->argument_types[0]), max_elems(max_elems_) {} |
| 59 | |
| 60 | String getName() const override { return "groupArray" ; } |
| 61 | |
| 62 | DataTypePtr getReturnType() const override |
| 63 | { |
| 64 | return std::make_shared<DataTypeArray>(data_type); |
| 65 | } |
| 66 | |
| 67 | void add(AggregateDataPtr place, const IColumn ** columns, size_t row_num, Arena * arena) const override |
| 68 | { |
| 69 | if (limit_num_elems && this->data(place).value.size() >= max_elems) |
| 70 | return; |
| 71 | |
| 72 | this->data(place).value.push_back(assert_cast<const ColumnVector<T> &>(*columns[0]).getData()[row_num], arena); |
| 73 | } |
| 74 | |
| 75 | void merge(AggregateDataPtr place, ConstAggregateDataPtr rhs, Arena * arena) const override |
| 76 | { |
| 77 | auto & cur_elems = this->data(place); |
| 78 | auto & rhs_elems = this->data(rhs); |
| 79 | |
| 80 | if (!limit_num_elems) |
| 81 | { |
| 82 | if (rhs_elems.value.size()) |
| 83 | cur_elems.value.insert(rhs_elems.value.begin(), rhs_elems.value.end(), arena); |
| 84 | } |
| 85 | else |
| 86 | { |
| 87 | UInt64 elems_to_insert = std::min(static_cast<size_t>(max_elems) - cur_elems.value.size(), rhs_elems.value.size()); |
| 88 | if (elems_to_insert) |
| 89 | cur_elems.value.insert(rhs_elems.value.begin(), rhs_elems.value.begin() + elems_to_insert, arena); |
| 90 | } |
| 91 | } |
| 92 | |
| 93 | void serialize(ConstAggregateDataPtr place, WriteBuffer & buf) const override |
| 94 | { |
| 95 | const auto & value = this->data(place).value; |
| 96 | size_t size = value.size(); |
| 97 | writeVarUInt(size, buf); |
| 98 | buf.write(reinterpret_cast<const char *>(value.data()), size * sizeof(value[0])); |
| 99 | } |
| 100 | |
| 101 | void deserialize(AggregateDataPtr place, ReadBuffer & buf, Arena * arena) const override |
| 102 | { |
| 103 | size_t size = 0; |
| 104 | readVarUInt(size, buf); |
| 105 | |
| 106 | if (unlikely(size > AGGREGATE_FUNCTION_GROUP_ARRAY_MAX_ARRAY_SIZE)) |
| 107 | throw Exception("Too large array size" , ErrorCodes::TOO_LARGE_ARRAY_SIZE); |
| 108 | |
| 109 | if (limit_num_elems && unlikely(size > max_elems)) |
| 110 | throw Exception("Too large array size, it should not exceed " + toString(max_elems), ErrorCodes::TOO_LARGE_ARRAY_SIZE); |
| 111 | |
| 112 | auto & value = this->data(place).value; |
| 113 | |
| 114 | value.resize(size, arena); |
| 115 | buf.read(reinterpret_cast<char *>(value.data()), size * sizeof(value[0])); |
| 116 | } |
| 117 | |
| 118 | void insertResultInto(ConstAggregateDataPtr place, IColumn & to) const override |
| 119 | { |
| 120 | const auto & value = this->data(place).value; |
| 121 | size_t size = value.size(); |
| 122 | |
| 123 | ColumnArray & arr_to = assert_cast<ColumnArray &>(to); |
| 124 | ColumnArray::Offsets & offsets_to = arr_to.getOffsets(); |
| 125 | |
| 126 | offsets_to.push_back(offsets_to.back() + size); |
| 127 | |
| 128 | if (size) |
| 129 | { |
| 130 | typename ColumnVector<T>::Container & data_to = assert_cast<ColumnVector<T> &>(arr_to.getData()).getData(); |
| 131 | data_to.insert(this->data(place).value.begin(), this->data(place).value.end()); |
| 132 | } |
| 133 | } |
| 134 | |
| 135 | bool allocatesMemoryInArena() const override |
| 136 | { |
| 137 | return true; |
| 138 | } |
| 139 | }; |
| 140 | |
| 141 | |
| 142 | /// General case |
| 143 | |
| 144 | |
| 145 | /// Nodes used to implement a linked list for storage of groupArray states |
| 146 | |
| 147 | template <typename Node> |
| 148 | struct GroupArrayListNodeBase |
| 149 | { |
| 150 | Node * next; |
| 151 | UInt64 size; // size of payload |
| 152 | |
| 153 | /// Returns pointer to actual payload |
| 154 | char * data() |
| 155 | { |
| 156 | static_assert(sizeof(GroupArrayListNodeBase) == sizeof(Node)); |
| 157 | return reinterpret_cast<char *>(this) + sizeof(Node); |
| 158 | } |
| 159 | |
| 160 | /// Clones existing node (does not modify next field) |
| 161 | Node * clone(Arena * arena) |
| 162 | { |
| 163 | return reinterpret_cast<Node *>(const_cast<char *>(arena->alignedInsert(reinterpret_cast<char *>(this), sizeof(Node) + size, alignof(Node)))); |
| 164 | } |
| 165 | |
| 166 | /// Write node to buffer |
| 167 | void write(WriteBuffer & buf) |
| 168 | { |
| 169 | writeVarUInt(size, buf); |
| 170 | buf.write(data(), size); |
| 171 | } |
| 172 | |
| 173 | /// Reads and allocates node from ReadBuffer's data (doesn't set next) |
| 174 | static Node * read(ReadBuffer & buf, Arena * arena) |
| 175 | { |
| 176 | UInt64 size; |
| 177 | readVarUInt(size, buf); |
| 178 | |
| 179 | Node * node = reinterpret_cast<Node *>(arena->alignedAlloc(sizeof(Node) + size, alignof(Node))); |
| 180 | node->size = size; |
| 181 | buf.read(node->data(), size); |
| 182 | return node; |
| 183 | } |
| 184 | }; |
| 185 | |
| 186 | struct GroupArrayListNodeString : public GroupArrayListNodeBase<GroupArrayListNodeString> |
| 187 | { |
| 188 | using Node = GroupArrayListNodeString; |
| 189 | |
| 190 | /// Create node from string |
| 191 | static Node * allocate(const IColumn & column, size_t row_num, Arena * arena) |
| 192 | { |
| 193 | StringRef string = assert_cast<const ColumnString &>(column).getDataAt(row_num); |
| 194 | |
| 195 | Node * node = reinterpret_cast<Node *>(arena->alignedAlloc(sizeof(Node) + string.size, alignof(Node))); |
| 196 | node->next = nullptr; |
| 197 | node->size = string.size; |
| 198 | memcpy(node->data(), string.data, string.size); |
| 199 | |
| 200 | return node; |
| 201 | } |
| 202 | |
| 203 | void insertInto(IColumn & column) |
| 204 | { |
| 205 | assert_cast<ColumnString &>(column).insertData(data(), size); |
| 206 | } |
| 207 | }; |
| 208 | |
| 209 | struct GroupArrayListNodeGeneral : public GroupArrayListNodeBase<GroupArrayListNodeGeneral> |
| 210 | { |
| 211 | using Node = GroupArrayListNodeGeneral; |
| 212 | |
| 213 | static Node * allocate(const IColumn & column, size_t row_num, Arena * arena) |
| 214 | { |
| 215 | const char * begin = arena->alignedAlloc(sizeof(Node), alignof(Node)); |
| 216 | StringRef value = column.serializeValueIntoArena(row_num, *arena, begin); |
| 217 | |
| 218 | Node * node = reinterpret_cast<Node *>(const_cast<char *>(begin)); |
| 219 | node->next = nullptr; |
| 220 | node->size = value.size; |
| 221 | |
| 222 | return node; |
| 223 | } |
| 224 | |
| 225 | void insertInto(IColumn & column) |
| 226 | { |
| 227 | column.deserializeAndInsertFromArena(data()); |
| 228 | } |
| 229 | }; |
| 230 | |
| 231 | |
| 232 | template <typename Node> |
| 233 | struct GroupArrayGeneralListData |
| 234 | { |
| 235 | UInt64 elems = 0; |
| 236 | Node * first = nullptr; |
| 237 | Node * last = nullptr; |
| 238 | }; |
| 239 | |
| 240 | |
| 241 | /// Implementation of groupArray for String or any ComplexObject via linked list |
| 242 | /// It has poor performance in case of many small objects |
| 243 | template <typename Node, bool limit_num_elems> |
| 244 | class GroupArrayGeneralListImpl final |
| 245 | : public IAggregateFunctionDataHelper<GroupArrayGeneralListData<Node>, GroupArrayGeneralListImpl<Node, limit_num_elems>> |
| 246 | { |
| 247 | using Data = GroupArrayGeneralListData<Node>; |
| 248 | static Data & data(AggregateDataPtr place) { return *reinterpret_cast<Data*>(place); } |
| 249 | static const Data & data(ConstAggregateDataPtr place) { return *reinterpret_cast<const Data*>(place); } |
| 250 | |
| 251 | DataTypePtr & data_type; |
| 252 | UInt64 max_elems; |
| 253 | |
| 254 | public: |
| 255 | GroupArrayGeneralListImpl(const DataTypePtr & data_type_, UInt64 max_elems_ = std::numeric_limits<UInt64>::max()) |
| 256 | : IAggregateFunctionDataHelper<GroupArrayGeneralListData<Node>, GroupArrayGeneralListImpl<Node, limit_num_elems>>({data_type_}, {}) |
| 257 | , data_type(this->argument_types[0]), max_elems(max_elems_) {} |
| 258 | |
| 259 | String getName() const override { return "groupArray" ; } |
| 260 | |
| 261 | DataTypePtr getReturnType() const override { return std::make_shared<DataTypeArray>(data_type); } |
| 262 | |
| 263 | void add(AggregateDataPtr place, const IColumn ** columns, size_t row_num, Arena * arena) const override |
| 264 | { |
| 265 | if (limit_num_elems && data(place).elems >= max_elems) |
| 266 | return; |
| 267 | |
| 268 | Node * node = Node::allocate(*columns[0], row_num, arena); |
| 269 | |
| 270 | if (unlikely(!data(place).first)) |
| 271 | { |
| 272 | data(place).first = node; |
| 273 | data(place).last = node; |
| 274 | } |
| 275 | else |
| 276 | { |
| 277 | data(place).last->next = node; |
| 278 | data(place).last = node; |
| 279 | } |
| 280 | |
| 281 | ++data(place).elems; |
| 282 | } |
| 283 | |
| 284 | void merge(AggregateDataPtr place, ConstAggregateDataPtr rhs, Arena * arena) const override |
| 285 | { |
| 286 | /// It is sadly, but rhs's Arena could be destroyed |
| 287 | |
| 288 | if (!data(rhs).first) /// rhs state is empty |
| 289 | return; |
| 290 | |
| 291 | UInt64 new_elems; |
| 292 | UInt64 cur_elems = data(place).elems; |
| 293 | if (limit_num_elems) |
| 294 | { |
| 295 | if (data(place).elems >= max_elems) |
| 296 | return; |
| 297 | |
| 298 | new_elems = std::min(data(place).elems + data(rhs).elems, max_elems); |
| 299 | } |
| 300 | else |
| 301 | { |
| 302 | new_elems = data(place).elems + data(rhs).elems; |
| 303 | } |
| 304 | |
| 305 | Node * p_rhs = data(rhs).first; |
| 306 | Node * p_lhs; |
| 307 | |
| 308 | if (unlikely(!data(place).last)) /// lhs state is empty |
| 309 | { |
| 310 | p_lhs = p_rhs->clone(arena); |
| 311 | data(place).first = data(place).last = p_lhs; |
| 312 | p_rhs = p_rhs->next; |
| 313 | ++cur_elems; |
| 314 | } |
| 315 | else |
| 316 | { |
| 317 | p_lhs = data(place).last; |
| 318 | } |
| 319 | |
| 320 | for (; cur_elems < new_elems; ++cur_elems) |
| 321 | { |
| 322 | Node * p_new = p_rhs->clone(arena); |
| 323 | p_lhs->next = p_new; |
| 324 | p_rhs = p_rhs->next; |
| 325 | p_lhs = p_new; |
| 326 | } |
| 327 | |
| 328 | p_lhs->next = nullptr; |
| 329 | data(place).last = p_lhs; |
| 330 | data(place).elems = new_elems; |
| 331 | } |
| 332 | |
| 333 | void serialize(ConstAggregateDataPtr place, WriteBuffer & buf) const override |
| 334 | { |
| 335 | writeVarUInt(data(place).elems, buf); |
| 336 | |
| 337 | Node * p = data(place).first; |
| 338 | while (p) |
| 339 | { |
| 340 | p->write(buf); |
| 341 | p = p->next; |
| 342 | } |
| 343 | } |
| 344 | |
| 345 | void deserialize(AggregateDataPtr place, ReadBuffer & buf, Arena * arena) const override |
| 346 | { |
| 347 | UInt64 elems; |
| 348 | readVarUInt(elems, buf); |
| 349 | data(place).elems = elems; |
| 350 | |
| 351 | if (unlikely(elems == 0)) |
| 352 | return; |
| 353 | |
| 354 | if (unlikely(elems > AGGREGATE_FUNCTION_GROUP_ARRAY_MAX_ARRAY_SIZE)) |
| 355 | throw Exception("Too large array size" , ErrorCodes::TOO_LARGE_ARRAY_SIZE); |
| 356 | |
| 357 | if (limit_num_elems && unlikely(elems > max_elems)) |
| 358 | throw Exception("Too large array size, it should not exceed " + toString(max_elems), ErrorCodes::TOO_LARGE_ARRAY_SIZE); |
| 359 | |
| 360 | Node * prev = Node::read(buf, arena); |
| 361 | data(place).first = prev; |
| 362 | |
| 363 | for (UInt64 i = 1; i < elems; ++i) |
| 364 | { |
| 365 | Node * cur = Node::read(buf, arena); |
| 366 | prev->next = cur; |
| 367 | prev = cur; |
| 368 | } |
| 369 | |
| 370 | prev->next = nullptr; |
| 371 | data(place).last = prev; |
| 372 | } |
| 373 | |
| 374 | void insertResultInto(ConstAggregateDataPtr place, IColumn & to) const override |
| 375 | { |
| 376 | auto & column_array = assert_cast<ColumnArray &>(to); |
| 377 | |
| 378 | auto & offsets = column_array.getOffsets(); |
| 379 | offsets.push_back(offsets.back() + data(place).elems); |
| 380 | |
| 381 | auto & column_data = column_array.getData(); |
| 382 | |
| 383 | if (std::is_same_v<Node, GroupArrayListNodeString>) |
| 384 | { |
| 385 | auto & string_offsets = assert_cast<ColumnString &>(column_data).getOffsets(); |
| 386 | string_offsets.reserve(string_offsets.size() + data(place).elems); |
| 387 | } |
| 388 | |
| 389 | Node * p = data(place).first; |
| 390 | while (p) |
| 391 | { |
| 392 | p->insertInto(column_data); |
| 393 | p = p->next; |
| 394 | } |
| 395 | } |
| 396 | |
| 397 | bool allocatesMemoryInArena() const override |
| 398 | { |
| 399 | return true; |
| 400 | } |
| 401 | }; |
| 402 | |
| 403 | #undef AGGREGATE_FUNCTION_GROUP_ARRAY_MAX_ARRAY_SIZE |
| 404 | |
| 405 | } |
| 406 | |