| 1 | #include "HashedDictionary.h" |
| 2 | #include <ext/size.h> |
| 3 | #include "DictionaryBlockInputStream.h" |
| 4 | #include "DictionaryFactory.h" |
| 5 | |
| 6 | namespace |
| 7 | { |
| 8 | |
| 9 | /// NOTE: Trailing return type is explicitly specified for SFINAE. |
| 10 | |
| 11 | /// google::sparse_hash_map |
| 12 | template <typename T> auto first(const T & value) -> decltype(value.first) { return value.first; } |
| 13 | template <typename T> auto second(const T & value) -> decltype(value.second) { return value.second; } |
| 14 | |
| 15 | /// HashMap |
| 16 | template <typename T> auto first(const T & value) -> decltype(value.getKey()) { return value.getKey(); } |
| 17 | template <typename T> auto second(const T & value) -> decltype(value.getMapped()) { return value.getMapped(); } |
| 18 | |
| 19 | } |
| 20 | |
| 21 | namespace DB |
| 22 | { |
| 23 | namespace ErrorCodes |
| 24 | { |
| 25 | extern const int TYPE_MISMATCH; |
| 26 | extern const int ARGUMENT_OUT_OF_BOUND; |
| 27 | extern const int BAD_ARGUMENTS; |
| 28 | extern const int DICTIONARY_IS_EMPTY; |
| 29 | extern const int UNSUPPORTED_METHOD; |
| 30 | } |
| 31 | |
| 32 | |
| 33 | HashedDictionary::HashedDictionary( |
| 34 | const std::string & database_, |
| 35 | const std::string & name_, |
| 36 | const DictionaryStructure & dict_struct_, |
| 37 | DictionarySourcePtr source_ptr_, |
| 38 | const DictionaryLifetime dict_lifetime_, |
| 39 | bool require_nonempty_, |
| 40 | bool sparse_, |
| 41 | BlockPtr saved_block_) |
| 42 | : database(database_) |
| 43 | , name(name_) |
| 44 | , full_name{database_.empty() ? name_ : (database_ + "." + name_)} |
| 45 | , dict_struct(dict_struct_) |
| 46 | , source_ptr{std::move(source_ptr_)} |
| 47 | , dict_lifetime(dict_lifetime_) |
| 48 | , require_nonempty(require_nonempty_) |
| 49 | , sparse(sparse_) |
| 50 | , saved_block{std::move(saved_block_)} |
| 51 | { |
| 52 | createAttributes(); |
| 53 | loadData(); |
| 54 | calculateBytesAllocated(); |
| 55 | } |
| 56 | |
| 57 | |
| 58 | void HashedDictionary::toParent(const PaddedPODArray<Key> & ids, PaddedPODArray<Key> & out) const |
| 59 | { |
| 60 | const auto null_value = std::get<UInt64>(hierarchical_attribute->null_values); |
| 61 | |
| 62 | getItemsImpl<UInt64, UInt64>( |
| 63 | *hierarchical_attribute, |
| 64 | ids, |
| 65 | [&](const size_t row, const UInt64 value) { out[row] = value; }, |
| 66 | [&](const size_t) { return null_value; }); |
| 67 | } |
| 68 | |
| 69 | |
| 70 | /// Allow to use single value in same way as array. |
| 71 | static inline HashedDictionary::Key getAt(const PaddedPODArray<HashedDictionary::Key> & arr, const size_t idx) |
| 72 | { |
| 73 | return arr[idx]; |
| 74 | } |
| 75 | static inline HashedDictionary::Key getAt(const HashedDictionary::Key & value, const size_t) |
| 76 | { |
| 77 | return value; |
| 78 | } |
| 79 | |
| 80 | template <typename AttrType, typename ChildType, typename AncestorType> |
| 81 | void HashedDictionary::isInAttrImpl(const AttrType & attr, const ChildType & child_ids, const AncestorType & ancestor_ids, PaddedPODArray<UInt8> & out) const |
| 82 | { |
| 83 | const auto null_value = std::get<UInt64>(hierarchical_attribute->null_values); |
| 84 | const auto rows = out.size(); |
| 85 | |
| 86 | for (const auto row : ext::range(0, rows)) |
| 87 | { |
| 88 | auto id = getAt(child_ids, row); |
| 89 | const auto ancestor_id = getAt(ancestor_ids, row); |
| 90 | |
| 91 | while (id != null_value && id != ancestor_id) |
| 92 | { |
| 93 | auto it = attr.find(id); |
| 94 | if (it != std::end(attr)) |
| 95 | id = second(*it); |
| 96 | else |
| 97 | break; |
| 98 | } |
| 99 | |
| 100 | out[row] = id != null_value && id == ancestor_id; |
| 101 | } |
| 102 | |
| 103 | query_count.fetch_add(rows, std::memory_order_relaxed); |
| 104 | } |
| 105 | template <typename ChildType, typename AncestorType> |
| 106 | void HashedDictionary::isInImpl(const ChildType & child_ids, const AncestorType & ancestor_ids, PaddedPODArray<UInt8> & out) const |
| 107 | { |
| 108 | if (!sparse) |
| 109 | return isInAttrImpl(*std::get<CollectionPtrType<Key>>(hierarchical_attribute->maps), child_ids, ancestor_ids, out); |
| 110 | return isInAttrImpl(*std::get<SparseCollectionPtrType<Key>>(hierarchical_attribute->sparse_maps), child_ids, ancestor_ids, out); |
| 111 | } |
| 112 | |
| 113 | void HashedDictionary::isInVectorVector( |
| 114 | const PaddedPODArray<Key> & child_ids, const PaddedPODArray<Key> & ancestor_ids, PaddedPODArray<UInt8> & out) const |
| 115 | { |
| 116 | isInImpl(child_ids, ancestor_ids, out); |
| 117 | } |
| 118 | |
| 119 | void HashedDictionary::isInVectorConstant(const PaddedPODArray<Key> & child_ids, const Key ancestor_id, PaddedPODArray<UInt8> & out) const |
| 120 | { |
| 121 | isInImpl(child_ids, ancestor_id, out); |
| 122 | } |
| 123 | |
| 124 | void HashedDictionary::isInConstantVector(const Key child_id, const PaddedPODArray<Key> & ancestor_ids, PaddedPODArray<UInt8> & out) const |
| 125 | { |
| 126 | isInImpl(child_id, ancestor_ids, out); |
| 127 | } |
| 128 | |
| 129 | |
| 130 | #define DECLARE(TYPE) \ |
| 131 | void HashedDictionary::get##TYPE(const std::string & attribute_name, const PaddedPODArray<Key> & ids, ResultArrayType<TYPE> & out) \ |
| 132 | const \ |
| 133 | { \ |
| 134 | const auto & attribute = getAttribute(attribute_name); \ |
| 135 | checkAttributeType(full_name, attribute_name, attribute.type, AttributeUnderlyingType::ut##TYPE); \ |
| 136 | \ |
| 137 | const auto null_value = std::get<TYPE>(attribute.null_values); \ |
| 138 | \ |
| 139 | getItemsImpl<TYPE, TYPE>( \ |
| 140 | attribute, ids, [&](const size_t row, const auto value) { out[row] = value; }, [&](const size_t) { return null_value; }); \ |
| 141 | } |
| 142 | DECLARE(UInt8) |
| 143 | DECLARE(UInt16) |
| 144 | DECLARE(UInt32) |
| 145 | DECLARE(UInt64) |
| 146 | DECLARE(UInt128) |
| 147 | DECLARE(Int8) |
| 148 | DECLARE(Int16) |
| 149 | DECLARE(Int32) |
| 150 | DECLARE(Int64) |
| 151 | DECLARE(Float32) |
| 152 | DECLARE(Float64) |
| 153 | DECLARE(Decimal32) |
| 154 | DECLARE(Decimal64) |
| 155 | DECLARE(Decimal128) |
| 156 | #undef DECLARE |
| 157 | |
| 158 | void HashedDictionary::getString(const std::string & attribute_name, const PaddedPODArray<Key> & ids, ColumnString * out) const |
| 159 | { |
| 160 | const auto & attribute = getAttribute(attribute_name); |
| 161 | checkAttributeType(full_name, attribute_name, attribute.type, AttributeUnderlyingType::utString); |
| 162 | |
| 163 | const auto & null_value = StringRef{std::get<String>(attribute.null_values)}; |
| 164 | |
| 165 | getItemsImpl<StringRef, StringRef>( |
| 166 | attribute, |
| 167 | ids, |
| 168 | [&](const size_t, const StringRef value) { out->insertData(value.data, value.size); }, |
| 169 | [&](const size_t) { return null_value; }); |
| 170 | } |
| 171 | |
| 172 | #define DECLARE(TYPE) \ |
| 173 | void HashedDictionary::get##TYPE( \ |
| 174 | const std::string & attribute_name, \ |
| 175 | const PaddedPODArray<Key> & ids, \ |
| 176 | const PaddedPODArray<TYPE> & def, \ |
| 177 | ResultArrayType<TYPE> & out) const \ |
| 178 | { \ |
| 179 | const auto & attribute = getAttribute(attribute_name); \ |
| 180 | checkAttributeType(full_name, attribute_name, attribute.type, AttributeUnderlyingType::ut##TYPE); \ |
| 181 | \ |
| 182 | getItemsImpl<TYPE, TYPE>( \ |
| 183 | attribute, ids, [&](const size_t row, const auto value) { out[row] = value; }, [&](const size_t row) { return def[row]; }); \ |
| 184 | } |
| 185 | DECLARE(UInt8) |
| 186 | DECLARE(UInt16) |
| 187 | DECLARE(UInt32) |
| 188 | DECLARE(UInt64) |
| 189 | DECLARE(UInt128) |
| 190 | DECLARE(Int8) |
| 191 | DECLARE(Int16) |
| 192 | DECLARE(Int32) |
| 193 | DECLARE(Int64) |
| 194 | DECLARE(Float32) |
| 195 | DECLARE(Float64) |
| 196 | DECLARE(Decimal32) |
| 197 | DECLARE(Decimal64) |
| 198 | DECLARE(Decimal128) |
| 199 | #undef DECLARE |
| 200 | |
| 201 | void HashedDictionary::getString( |
| 202 | const std::string & attribute_name, const PaddedPODArray<Key> & ids, const ColumnString * const def, ColumnString * const out) const |
| 203 | { |
| 204 | const auto & attribute = getAttribute(attribute_name); |
| 205 | checkAttributeType(full_name, attribute_name, attribute.type, AttributeUnderlyingType::utString); |
| 206 | |
| 207 | getItemsImpl<StringRef, StringRef>( |
| 208 | attribute, |
| 209 | ids, |
| 210 | [&](const size_t, const StringRef value) { out->insertData(value.data, value.size); }, |
| 211 | [&](const size_t row) { return def->getDataAt(row); }); |
| 212 | } |
| 213 | |
| 214 | #define DECLARE(TYPE) \ |
| 215 | void HashedDictionary::get##TYPE( \ |
| 216 | const std::string & attribute_name, const PaddedPODArray<Key> & ids, const TYPE & def, ResultArrayType<TYPE> & out) const \ |
| 217 | { \ |
| 218 | const auto & attribute = getAttribute(attribute_name); \ |
| 219 | checkAttributeType(full_name, attribute_name, attribute.type, AttributeUnderlyingType::ut##TYPE); \ |
| 220 | \ |
| 221 | getItemsImpl<TYPE, TYPE>( \ |
| 222 | attribute, ids, [&](const size_t row, const auto value) { out[row] = value; }, [&](const size_t) { return def; }); \ |
| 223 | } |
| 224 | DECLARE(UInt8) |
| 225 | DECLARE(UInt16) |
| 226 | DECLARE(UInt32) |
| 227 | DECLARE(UInt64) |
| 228 | DECLARE(UInt128) |
| 229 | DECLARE(Int8) |
| 230 | DECLARE(Int16) |
| 231 | DECLARE(Int32) |
| 232 | DECLARE(Int64) |
| 233 | DECLARE(Float32) |
| 234 | DECLARE(Float64) |
| 235 | DECLARE(Decimal32) |
| 236 | DECLARE(Decimal64) |
| 237 | DECLARE(Decimal128) |
| 238 | #undef DECLARE |
| 239 | |
| 240 | void HashedDictionary::getString( |
| 241 | const std::string & attribute_name, const PaddedPODArray<Key> & ids, const String & def, ColumnString * const out) const |
| 242 | { |
| 243 | const auto & attribute = getAttribute(attribute_name); |
| 244 | checkAttributeType(full_name, attribute_name, attribute.type, AttributeUnderlyingType::utString); |
| 245 | |
| 246 | getItemsImpl<StringRef, StringRef>( |
| 247 | attribute, |
| 248 | ids, |
| 249 | [&](const size_t, const StringRef value) { out->insertData(value.data, value.size); }, |
| 250 | [&](const size_t) { return StringRef{def}; }); |
| 251 | } |
| 252 | |
| 253 | void HashedDictionary::has(const PaddedPODArray<Key> & ids, PaddedPODArray<UInt8> & out) const |
| 254 | { |
| 255 | const auto & attribute = attributes.front(); |
| 256 | |
| 257 | switch (attribute.type) |
| 258 | { |
| 259 | case AttributeUnderlyingType::utUInt8: |
| 260 | has<UInt8>(attribute, ids, out); |
| 261 | break; |
| 262 | case AttributeUnderlyingType::utUInt16: |
| 263 | has<UInt16>(attribute, ids, out); |
| 264 | break; |
| 265 | case AttributeUnderlyingType::utUInt32: |
| 266 | has<UInt32>(attribute, ids, out); |
| 267 | break; |
| 268 | case AttributeUnderlyingType::utUInt64: |
| 269 | has<UInt64>(attribute, ids, out); |
| 270 | break; |
| 271 | case AttributeUnderlyingType::utUInt128: |
| 272 | has<UInt128>(attribute, ids, out); |
| 273 | break; |
| 274 | case AttributeUnderlyingType::utInt8: |
| 275 | has<Int8>(attribute, ids, out); |
| 276 | break; |
| 277 | case AttributeUnderlyingType::utInt16: |
| 278 | has<Int16>(attribute, ids, out); |
| 279 | break; |
| 280 | case AttributeUnderlyingType::utInt32: |
| 281 | has<Int32>(attribute, ids, out); |
| 282 | break; |
| 283 | case AttributeUnderlyingType::utInt64: |
| 284 | has<Int64>(attribute, ids, out); |
| 285 | break; |
| 286 | case AttributeUnderlyingType::utFloat32: |
| 287 | has<Float32>(attribute, ids, out); |
| 288 | break; |
| 289 | case AttributeUnderlyingType::utFloat64: |
| 290 | has<Float64>(attribute, ids, out); |
| 291 | break; |
| 292 | case AttributeUnderlyingType::utString: |
| 293 | has<StringRef>(attribute, ids, out); |
| 294 | break; |
| 295 | |
| 296 | case AttributeUnderlyingType::utDecimal32: |
| 297 | has<Decimal32>(attribute, ids, out); |
| 298 | break; |
| 299 | case AttributeUnderlyingType::utDecimal64: |
| 300 | has<Decimal64>(attribute, ids, out); |
| 301 | break; |
| 302 | case AttributeUnderlyingType::utDecimal128: |
| 303 | has<Decimal128>(attribute, ids, out); |
| 304 | break; |
| 305 | } |
| 306 | } |
| 307 | |
| 308 | void HashedDictionary::createAttributes() |
| 309 | { |
| 310 | const auto size = dict_struct.attributes.size(); |
| 311 | attributes.reserve(size); |
| 312 | |
| 313 | for (const auto & attribute : dict_struct.attributes) |
| 314 | { |
| 315 | attribute_index_by_name.emplace(attribute.name, attributes.size()); |
| 316 | attributes.push_back(createAttributeWithType(attribute.underlying_type, attribute.null_value)); |
| 317 | |
| 318 | if (attribute.hierarchical) |
| 319 | { |
| 320 | hierarchical_attribute = &attributes.back(); |
| 321 | |
| 322 | if (hierarchical_attribute->type != AttributeUnderlyingType::utUInt64) |
| 323 | throw Exception{full_name + ": hierarchical attribute must be UInt64." , ErrorCodes::TYPE_MISMATCH}; |
| 324 | } |
| 325 | } |
| 326 | } |
| 327 | |
| 328 | void HashedDictionary::blockToAttributes(const Block & block) |
| 329 | { |
| 330 | const auto & id_column = *block.safeGetByPosition(0).column; |
| 331 | |
| 332 | for (const size_t attribute_idx : ext::range(0, attributes.size())) |
| 333 | { |
| 334 | const IColumn & attribute_column = *block.safeGetByPosition(attribute_idx + 1).column; |
| 335 | auto & attribute = attributes[attribute_idx]; |
| 336 | |
| 337 | for (const auto row_idx : ext::range(0, id_column.size())) |
| 338 | if (setAttributeValue(attribute, id_column[row_idx].get<UInt64>(), attribute_column[row_idx])) |
| 339 | ++element_count; |
| 340 | } |
| 341 | } |
| 342 | |
| 343 | void HashedDictionary::updateData() |
| 344 | { |
| 345 | if (!saved_block || saved_block->rows() == 0) |
| 346 | { |
| 347 | auto stream = source_ptr->loadUpdatedAll(); |
| 348 | stream->readPrefix(); |
| 349 | |
| 350 | while (const auto block = stream->read()) |
| 351 | { |
| 352 | /// We are using this to keep saved data if input stream consists of multiple blocks |
| 353 | if (!saved_block) |
| 354 | saved_block = std::make_shared<DB::Block>(block.cloneEmpty()); |
| 355 | for (const auto attribute_idx : ext::range(0, attributes.size() + 1)) |
| 356 | { |
| 357 | const IColumn & update_column = *block.getByPosition(attribute_idx).column.get(); |
| 358 | MutableColumnPtr saved_column = saved_block->getByPosition(attribute_idx).column->assumeMutable(); |
| 359 | saved_column->insertRangeFrom(update_column, 0, update_column.size()); |
| 360 | } |
| 361 | } |
| 362 | stream->readSuffix(); |
| 363 | } |
| 364 | else |
| 365 | { |
| 366 | auto stream = source_ptr->loadUpdatedAll(); |
| 367 | stream->readPrefix(); |
| 368 | |
| 369 | while (Block block = stream->read()) |
| 370 | { |
| 371 | const auto & saved_id_column = *saved_block->safeGetByPosition(0).column; |
| 372 | const auto & update_id_column = *block.safeGetByPosition(0).column; |
| 373 | |
| 374 | std::unordered_map<Key, std::vector<size_t>> update_ids; |
| 375 | for (size_t row = 0; row < update_id_column.size(); ++row) |
| 376 | { |
| 377 | const auto id = update_id_column.get64(row); |
| 378 | update_ids[id].push_back(row); |
| 379 | } |
| 380 | |
| 381 | const size_t saved_rows = saved_id_column.size(); |
| 382 | IColumn::Filter filter(saved_rows); |
| 383 | std::unordered_map<Key, std::vector<size_t>>::iterator it; |
| 384 | |
| 385 | for (size_t row = 0; row < saved_id_column.size(); ++row) |
| 386 | { |
| 387 | auto id = saved_id_column.get64(row); |
| 388 | it = update_ids.find(id); |
| 389 | |
| 390 | if (it != update_ids.end()) |
| 391 | filter[row] = 0; |
| 392 | else |
| 393 | filter[row] = 1; |
| 394 | } |
| 395 | |
| 396 | auto block_columns = block.mutateColumns(); |
| 397 | for (const auto attribute_idx : ext::range(0, attributes.size() + 1)) |
| 398 | { |
| 399 | auto & column = saved_block->safeGetByPosition(attribute_idx).column; |
| 400 | const auto & filtered_column = column->filter(filter, -1); |
| 401 | |
| 402 | block_columns[attribute_idx]->insertRangeFrom(*filtered_column.get(), 0, filtered_column->size()); |
| 403 | } |
| 404 | |
| 405 | saved_block->setColumns(std::move(block_columns)); |
| 406 | } |
| 407 | stream->readSuffix(); |
| 408 | } |
| 409 | |
| 410 | if (saved_block) |
| 411 | blockToAttributes(*saved_block.get()); |
| 412 | } |
| 413 | |
| 414 | void HashedDictionary::loadData() |
| 415 | { |
| 416 | if (!source_ptr->hasUpdateField()) |
| 417 | { |
| 418 | auto stream = source_ptr->loadAll(); |
| 419 | stream->readPrefix(); |
| 420 | |
| 421 | while (const auto block = stream->read()) |
| 422 | blockToAttributes(block); |
| 423 | |
| 424 | stream->readSuffix(); |
| 425 | } |
| 426 | else |
| 427 | updateData(); |
| 428 | |
| 429 | if (require_nonempty && 0 == element_count) |
| 430 | throw Exception{full_name + ": dictionary source is empty and 'require_nonempty' property is set." , ErrorCodes::DICTIONARY_IS_EMPTY}; |
| 431 | } |
| 432 | |
| 433 | template <typename T> |
| 434 | void HashedDictionary::addAttributeSize(const Attribute & attribute) |
| 435 | { |
| 436 | if (!sparse) |
| 437 | { |
| 438 | const auto & map_ref = std::get<CollectionPtrType<T>>(attribute.maps); |
| 439 | bytes_allocated += sizeof(CollectionType<T>) + map_ref->getBufferSizeInBytes(); |
| 440 | bucket_count = map_ref->getBufferSizeInCells(); |
| 441 | } |
| 442 | else |
| 443 | { |
| 444 | const auto & map_ref = std::get<SparseCollectionPtrType<T>>(attribute.sparse_maps); |
| 445 | bucket_count = map_ref->bucket_count(); |
| 446 | |
| 447 | /** TODO: more accurate calculation */ |
| 448 | bytes_allocated += sizeof(CollectionType<T>); |
| 449 | bytes_allocated += bucket_count; |
| 450 | bytes_allocated += map_ref->size() * sizeof(Key) * sizeof(T); |
| 451 | } |
| 452 | } |
| 453 | |
| 454 | void HashedDictionary::calculateBytesAllocated() |
| 455 | { |
| 456 | bytes_allocated += attributes.size() * sizeof(attributes.front()); |
| 457 | |
| 458 | for (const auto & attribute : attributes) |
| 459 | { |
| 460 | switch (attribute.type) |
| 461 | { |
| 462 | case AttributeUnderlyingType::utUInt8: |
| 463 | addAttributeSize<UInt8>(attribute); |
| 464 | break; |
| 465 | case AttributeUnderlyingType::utUInt16: |
| 466 | addAttributeSize<UInt16>(attribute); |
| 467 | break; |
| 468 | case AttributeUnderlyingType::utUInt32: |
| 469 | addAttributeSize<UInt32>(attribute); |
| 470 | break; |
| 471 | case AttributeUnderlyingType::utUInt64: |
| 472 | addAttributeSize<UInt64>(attribute); |
| 473 | break; |
| 474 | case AttributeUnderlyingType::utUInt128: |
| 475 | addAttributeSize<UInt128>(attribute); |
| 476 | break; |
| 477 | case AttributeUnderlyingType::utInt8: |
| 478 | addAttributeSize<Int8>(attribute); |
| 479 | break; |
| 480 | case AttributeUnderlyingType::utInt16: |
| 481 | addAttributeSize<Int16>(attribute); |
| 482 | break; |
| 483 | case AttributeUnderlyingType::utInt32: |
| 484 | addAttributeSize<Int32>(attribute); |
| 485 | break; |
| 486 | case AttributeUnderlyingType::utInt64: |
| 487 | addAttributeSize<Int64>(attribute); |
| 488 | break; |
| 489 | case AttributeUnderlyingType::utFloat32: |
| 490 | addAttributeSize<Float32>(attribute); |
| 491 | break; |
| 492 | case AttributeUnderlyingType::utFloat64: |
| 493 | addAttributeSize<Float64>(attribute); |
| 494 | break; |
| 495 | |
| 496 | case AttributeUnderlyingType::utDecimal32: |
| 497 | addAttributeSize<Decimal32>(attribute); |
| 498 | break; |
| 499 | case AttributeUnderlyingType::utDecimal64: |
| 500 | addAttributeSize<Decimal64>(attribute); |
| 501 | break; |
| 502 | case AttributeUnderlyingType::utDecimal128: |
| 503 | addAttributeSize<Decimal128>(attribute); |
| 504 | break; |
| 505 | |
| 506 | case AttributeUnderlyingType::utString: |
| 507 | { |
| 508 | addAttributeSize<StringRef>(attribute); |
| 509 | bytes_allocated += sizeof(Arena) + attribute.string_arena->size(); |
| 510 | |
| 511 | break; |
| 512 | } |
| 513 | } |
| 514 | } |
| 515 | } |
| 516 | |
| 517 | template <typename T> |
| 518 | void HashedDictionary::createAttributeImpl(Attribute & attribute, const Field & null_value) |
| 519 | { |
| 520 | attribute.null_values = T(null_value.get<NearestFieldType<T>>()); |
| 521 | if (!sparse) |
| 522 | attribute.maps = std::make_unique<CollectionType<T>>(); |
| 523 | else |
| 524 | attribute.sparse_maps = std::make_unique<SparseCollectionType<T>>(); |
| 525 | } |
| 526 | |
| 527 | HashedDictionary::Attribute HashedDictionary::createAttributeWithType(const AttributeUnderlyingType type, const Field & null_value) |
| 528 | { |
| 529 | Attribute attr{type, {}, {}, {}, {}}; |
| 530 | |
| 531 | switch (type) |
| 532 | { |
| 533 | case AttributeUnderlyingType::utUInt8: |
| 534 | createAttributeImpl<UInt8>(attr, null_value); |
| 535 | break; |
| 536 | case AttributeUnderlyingType::utUInt16: |
| 537 | createAttributeImpl<UInt16>(attr, null_value); |
| 538 | break; |
| 539 | case AttributeUnderlyingType::utUInt32: |
| 540 | createAttributeImpl<UInt32>(attr, null_value); |
| 541 | break; |
| 542 | case AttributeUnderlyingType::utUInt64: |
| 543 | createAttributeImpl<UInt64>(attr, null_value); |
| 544 | break; |
| 545 | case AttributeUnderlyingType::utUInt128: |
| 546 | createAttributeImpl<UInt128>(attr, null_value); |
| 547 | break; |
| 548 | case AttributeUnderlyingType::utInt8: |
| 549 | createAttributeImpl<Int8>(attr, null_value); |
| 550 | break; |
| 551 | case AttributeUnderlyingType::utInt16: |
| 552 | createAttributeImpl<Int16>(attr, null_value); |
| 553 | break; |
| 554 | case AttributeUnderlyingType::utInt32: |
| 555 | createAttributeImpl<Int32>(attr, null_value); |
| 556 | break; |
| 557 | case AttributeUnderlyingType::utInt64: |
| 558 | createAttributeImpl<Int64>(attr, null_value); |
| 559 | break; |
| 560 | case AttributeUnderlyingType::utFloat32: |
| 561 | createAttributeImpl<Float32>(attr, null_value); |
| 562 | break; |
| 563 | case AttributeUnderlyingType::utFloat64: |
| 564 | createAttributeImpl<Float64>(attr, null_value); |
| 565 | break; |
| 566 | |
| 567 | case AttributeUnderlyingType::utDecimal32: |
| 568 | createAttributeImpl<Decimal32>(attr, null_value); |
| 569 | break; |
| 570 | case AttributeUnderlyingType::utDecimal64: |
| 571 | createAttributeImpl<Decimal64>(attr, null_value); |
| 572 | break; |
| 573 | case AttributeUnderlyingType::utDecimal128: |
| 574 | createAttributeImpl<Decimal128>(attr, null_value); |
| 575 | break; |
| 576 | |
| 577 | case AttributeUnderlyingType::utString: |
| 578 | { |
| 579 | attr.null_values = null_value.get<String>(); |
| 580 | if (!sparse) |
| 581 | attr.maps = std::make_unique<CollectionType<StringRef>>(); |
| 582 | else |
| 583 | attr.sparse_maps = std::make_unique<SparseCollectionType<StringRef>>(); |
| 584 | attr.string_arena = std::make_unique<Arena>(); |
| 585 | break; |
| 586 | } |
| 587 | } |
| 588 | |
| 589 | return attr; |
| 590 | } |
| 591 | |
| 592 | |
| 593 | template <typename OutputType, typename AttrType, typename ValueSetter, typename DefaultGetter> |
| 594 | void HashedDictionary::getItemsAttrImpl( |
| 595 | const AttrType & attr, const PaddedPODArray<Key> & ids, ValueSetter && set_value, DefaultGetter && get_default) const |
| 596 | { |
| 597 | const auto rows = ext::size(ids); |
| 598 | |
| 599 | for (const auto i : ext::range(0, rows)) |
| 600 | { |
| 601 | const auto it = attr.find(ids[i]); |
| 602 | set_value(i, it != attr.end() ? static_cast<OutputType>(second(*it)) : get_default(i)); |
| 603 | } |
| 604 | |
| 605 | query_count.fetch_add(rows, std::memory_order_relaxed); |
| 606 | } |
| 607 | template <typename AttributeType, typename OutputType, typename ValueSetter, typename DefaultGetter> |
| 608 | void HashedDictionary::getItemsImpl( |
| 609 | const Attribute & attribute, const PaddedPODArray<Key> & ids, ValueSetter && set_value, DefaultGetter && get_default) const |
| 610 | { |
| 611 | if (!sparse) |
| 612 | return getItemsAttrImpl<OutputType>(*std::get<CollectionPtrType<AttributeType>>(attribute.maps), ids, set_value, get_default); |
| 613 | return getItemsAttrImpl<OutputType>(*std::get<SparseCollectionPtrType<AttributeType>>(attribute.sparse_maps), ids, set_value, get_default); |
| 614 | } |
| 615 | |
| 616 | |
| 617 | template <typename T> |
| 618 | bool HashedDictionary::setAttributeValueImpl(Attribute & attribute, const Key id, const T value) |
| 619 | { |
| 620 | if (!sparse) |
| 621 | { |
| 622 | auto & map = *std::get<CollectionPtrType<T>>(attribute.maps); |
| 623 | return map.insert({id, value}).second; |
| 624 | } |
| 625 | else |
| 626 | { |
| 627 | auto & map = *std::get<SparseCollectionPtrType<T>>(attribute.sparse_maps); |
| 628 | return map.insert({id, value}).second; |
| 629 | } |
| 630 | } |
| 631 | |
| 632 | bool HashedDictionary::setAttributeValue(Attribute & attribute, const Key id, const Field & value) |
| 633 | { |
| 634 | switch (attribute.type) |
| 635 | { |
| 636 | case AttributeUnderlyingType::utUInt8: |
| 637 | return setAttributeValueImpl<UInt8>(attribute, id, value.get<UInt64>()); |
| 638 | case AttributeUnderlyingType::utUInt16: |
| 639 | return setAttributeValueImpl<UInt16>(attribute, id, value.get<UInt64>()); |
| 640 | case AttributeUnderlyingType::utUInt32: |
| 641 | return setAttributeValueImpl<UInt32>(attribute, id, value.get<UInt64>()); |
| 642 | case AttributeUnderlyingType::utUInt64: |
| 643 | return setAttributeValueImpl<UInt64>(attribute, id, value.get<UInt64>()); |
| 644 | case AttributeUnderlyingType::utUInt128: |
| 645 | return setAttributeValueImpl<UInt128>(attribute, id, value.get<UInt128>()); |
| 646 | case AttributeUnderlyingType::utInt8: |
| 647 | return setAttributeValueImpl<Int8>(attribute, id, value.get<Int64>()); |
| 648 | case AttributeUnderlyingType::utInt16: |
| 649 | return setAttributeValueImpl<Int16>(attribute, id, value.get<Int64>()); |
| 650 | case AttributeUnderlyingType::utInt32: |
| 651 | return setAttributeValueImpl<Int32>(attribute, id, value.get<Int64>()); |
| 652 | case AttributeUnderlyingType::utInt64: |
| 653 | return setAttributeValueImpl<Int64>(attribute, id, value.get<Int64>()); |
| 654 | case AttributeUnderlyingType::utFloat32: |
| 655 | return setAttributeValueImpl<Float32>(attribute, id, value.get<Float64>()); |
| 656 | case AttributeUnderlyingType::utFloat64: |
| 657 | return setAttributeValueImpl<Float64>(attribute, id, value.get<Float64>()); |
| 658 | |
| 659 | case AttributeUnderlyingType::utDecimal32: |
| 660 | return setAttributeValueImpl<Decimal32>(attribute, id, value.get<Decimal32>()); |
| 661 | case AttributeUnderlyingType::utDecimal64: |
| 662 | return setAttributeValueImpl<Decimal64>(attribute, id, value.get<Decimal64>()); |
| 663 | case AttributeUnderlyingType::utDecimal128: |
| 664 | return setAttributeValueImpl<Decimal128>(attribute, id, value.get<Decimal128>()); |
| 665 | |
| 666 | case AttributeUnderlyingType::utString: |
| 667 | { |
| 668 | const auto & string = value.get<String>(); |
| 669 | const auto string_in_arena = attribute.string_arena->insert(string.data(), string.size()); |
| 670 | if (!sparse) |
| 671 | { |
| 672 | auto & map = *std::get<CollectionPtrType<StringRef>>(attribute.maps); |
| 673 | return map.insert({id, StringRef{string_in_arena, string.size()}}).second; |
| 674 | } |
| 675 | else |
| 676 | { |
| 677 | auto & map = *std::get<SparseCollectionPtrType<StringRef>>(attribute.sparse_maps); |
| 678 | return map.insert({id, StringRef{string_in_arena, string.size()}}).second; |
| 679 | } |
| 680 | } |
| 681 | } |
| 682 | |
| 683 | throw Exception{"Invalid attribute type" , ErrorCodes::BAD_ARGUMENTS}; |
| 684 | } |
| 685 | |
| 686 | const HashedDictionary::Attribute & HashedDictionary::getAttribute(const std::string & attribute_name) const |
| 687 | { |
| 688 | const auto it = attribute_index_by_name.find(attribute_name); |
| 689 | if (it == std::end(attribute_index_by_name)) |
| 690 | throw Exception{full_name + ": no such attribute '" + attribute_name + "'" , ErrorCodes::BAD_ARGUMENTS}; |
| 691 | |
| 692 | return attributes[it->second]; |
| 693 | } |
| 694 | |
| 695 | template <typename T> |
| 696 | void HashedDictionary::has(const Attribute & attribute, const PaddedPODArray<Key> & ids, PaddedPODArray<UInt8> & out) const |
| 697 | { |
| 698 | const auto & attr = *std::get<CollectionPtrType<T>>(attribute.maps); |
| 699 | const auto rows = ext::size(ids); |
| 700 | |
| 701 | for (const auto i : ext::range(0, rows)) |
| 702 | out[i] = attr.find(ids[i]) != nullptr; |
| 703 | |
| 704 | query_count.fetch_add(rows, std::memory_order_relaxed); |
| 705 | } |
| 706 | |
| 707 | template <typename T, typename AttrType> |
| 708 | PaddedPODArray<HashedDictionary::Key> HashedDictionary::getIdsAttrImpl(const AttrType & attr) const |
| 709 | { |
| 710 | PaddedPODArray<Key> ids; |
| 711 | ids.reserve(attr.size()); |
| 712 | for (const auto & value : attr) |
| 713 | ids.push_back(first(value)); |
| 714 | |
| 715 | return ids; |
| 716 | } |
| 717 | template <typename T> |
| 718 | PaddedPODArray<HashedDictionary::Key> HashedDictionary::getIds(const Attribute & attribute) const |
| 719 | { |
| 720 | if (!sparse) |
| 721 | return getIdsAttrImpl<T>(*std::get<CollectionPtrType<T>>(attribute.maps)); |
| 722 | return getIdsAttrImpl<T>(*std::get<SparseCollectionPtrType<T>>(attribute.sparse_maps)); |
| 723 | } |
| 724 | |
| 725 | PaddedPODArray<HashedDictionary::Key> HashedDictionary::getIds() const |
| 726 | { |
| 727 | const auto & attribute = attributes.front(); |
| 728 | |
| 729 | switch (attribute.type) |
| 730 | { |
| 731 | case AttributeUnderlyingType::utUInt8: |
| 732 | return getIds<UInt8>(attribute); |
| 733 | case AttributeUnderlyingType::utUInt16: |
| 734 | return getIds<UInt16>(attribute); |
| 735 | case AttributeUnderlyingType::utUInt32: |
| 736 | return getIds<UInt32>(attribute); |
| 737 | case AttributeUnderlyingType::utUInt64: |
| 738 | return getIds<UInt64>(attribute); |
| 739 | case AttributeUnderlyingType::utUInt128: |
| 740 | return getIds<UInt128>(attribute); |
| 741 | case AttributeUnderlyingType::utInt8: |
| 742 | return getIds<Int8>(attribute); |
| 743 | case AttributeUnderlyingType::utInt16: |
| 744 | return getIds<Int16>(attribute); |
| 745 | case AttributeUnderlyingType::utInt32: |
| 746 | return getIds<Int32>(attribute); |
| 747 | case AttributeUnderlyingType::utInt64: |
| 748 | return getIds<Int64>(attribute); |
| 749 | case AttributeUnderlyingType::utFloat32: |
| 750 | return getIds<Float32>(attribute); |
| 751 | case AttributeUnderlyingType::utFloat64: |
| 752 | return getIds<Float64>(attribute); |
| 753 | case AttributeUnderlyingType::utString: |
| 754 | return getIds<StringRef>(attribute); |
| 755 | |
| 756 | case AttributeUnderlyingType::utDecimal32: |
| 757 | return getIds<Decimal32>(attribute); |
| 758 | case AttributeUnderlyingType::utDecimal64: |
| 759 | return getIds<Decimal64>(attribute); |
| 760 | case AttributeUnderlyingType::utDecimal128: |
| 761 | return getIds<Decimal128>(attribute); |
| 762 | } |
| 763 | return PaddedPODArray<Key>(); |
| 764 | } |
| 765 | |
| 766 | BlockInputStreamPtr HashedDictionary::getBlockInputStream(const Names & column_names, size_t max_block_size) const |
| 767 | { |
| 768 | using BlockInputStreamType = DictionaryBlockInputStream<HashedDictionary, Key>; |
| 769 | return std::make_shared<BlockInputStreamType>(shared_from_this(), max_block_size, getIds(), column_names); |
| 770 | } |
| 771 | |
| 772 | void registerDictionaryHashed(DictionaryFactory & factory) |
| 773 | { |
| 774 | auto create_layout = [=](const std::string & full_name, |
| 775 | const DictionaryStructure & dict_struct, |
| 776 | const Poco::Util::AbstractConfiguration & config, |
| 777 | const std::string & config_prefix, |
| 778 | DictionarySourcePtr source_ptr, |
| 779 | bool sparse) -> DictionaryPtr |
| 780 | { |
| 781 | if (dict_struct.key) |
| 782 | throw Exception{"'key' is not supported for dictionary of layout 'hashed'" , ErrorCodes::UNSUPPORTED_METHOD}; |
| 783 | |
| 784 | if (dict_struct.range_min || dict_struct.range_max) |
| 785 | throw Exception{full_name |
| 786 | + ": elements .structure.range_min and .structure.range_max should be defined only " |
| 787 | "for a dictionary of layout 'range_hashed'" , |
| 788 | ErrorCodes::BAD_ARGUMENTS}; |
| 789 | |
| 790 | const String database = config.getString(config_prefix + ".database" , "" ); |
| 791 | const String name = config.getString(config_prefix + ".name" ); |
| 792 | const DictionaryLifetime dict_lifetime{config, config_prefix + ".lifetime" }; |
| 793 | const bool require_nonempty = config.getBool(config_prefix + ".require_nonempty" , false); |
| 794 | return std::make_unique<HashedDictionary>(database, name, dict_struct, std::move(source_ptr), dict_lifetime, require_nonempty, sparse); |
| 795 | }; |
| 796 | using namespace std::placeholders; |
| 797 | factory.registerLayout("hashed" , std::bind(create_layout, _1, _2, _3, _4, _5, /* sparse = */ false), false); |
| 798 | factory.registerLayout("sparse_hashed" , std::bind(create_layout, _1, _2, _3, _4, _5, /* sparse = */ true), false); |
| 799 | } |
| 800 | |
| 801 | } |
| 802 | |