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| 1 | +#include <Storages/ObjectStorage/DataLakes/DataLakeConfiguration.h> |
| 2 | +#include <Storages/NamedCollectionsHelpers.h> |
| 3 | +#include <Storages/StorageFactory.h> |
| 4 | +#include <Common/logger_useful.h> |
| 5 | +#include <Storages/ColumnsDescription.h> |
| 6 | +#include <Parsers/ASTLiteral.h> |
| 7 | +#include <Parsers/ASTFunction.h> |
| 8 | +#include <Parsers/ASTIdentifier.h> |
| 9 | +#include <Parsers/ASTSetQuery.h> |
| 10 | +#include <Disks/DiskType.h> |
| 11 | + |
| 12 | +#include <memory> |
| 13 | +#include <string> |
| 14 | + |
| 15 | +#include <Common/ErrorCodes.h> |
| 16 | + |
| 17 | +#include <fmt/ranges.h> |
| 18 | + |
| 19 | +namespace DB |
| 20 | +{ |
| 21 | + |
| 22 | +namespace ErrorCodes |
| 23 | +{ |
| 24 | +extern const int FORMAT_VERSION_TOO_OLD; |
| 25 | +extern const int LOGICAL_ERROR; |
| 26 | +} |
| 27 | + |
| 28 | +namespace StorageObjectStorageSetting |
| 29 | +{ |
| 30 | +extern const StorageObjectStorageSettingsBool allow_dynamic_metadata_for_data_lakes; |
| 31 | +extern const StorageObjectStorageSettingsString iceberg_metadata_file_path; |
| 32 | +} |
| 33 | + |
| 34 | + |
| 35 | +template <StorageConfiguration BaseStorageConfiguration, typename DataLakeMetadata> |
| 36 | +void DataLakeConfiguration<BaseStorageConfiguration, DataLakeMetadata>::update(ObjectStoragePtr object_storage, ContextPtr local_context) |
| 37 | +{ |
| 38 | + BaseStorageConfiguration::update(object_storage, local_context); |
| 39 | + |
| 40 | + bool existed = current_metadata != nullptr; |
| 41 | + |
| 42 | + if (updateMetadataObjectIfNeeded(object_storage, local_context)) |
| 43 | + { |
| 44 | + if (hasExternalDynamicMetadata() && existed) |
| 45 | + { |
| 46 | + throw Exception( |
| 47 | + ErrorCodes::FORMAT_VERSION_TOO_OLD, |
| 48 | + "Metadata is not consinsent with the one which was used to infer table schema. Please, retry the query."); |
| 49 | + } |
| 50 | + } |
| 51 | +} |
| 52 | + |
| 53 | +template <StorageConfiguration BaseStorageConfiguration, typename DataLakeMetadata> |
| 54 | +std::optional<ColumnsDescription> DataLakeConfiguration<BaseStorageConfiguration, DataLakeMetadata>::tryGetTableStructureFromMetadata() const |
| 55 | +{ |
| 56 | + if (!current_metadata) |
| 57 | + return std::nullopt; |
| 58 | + auto schema_from_metadata = current_metadata->getTableSchema(); |
| 59 | + if (!schema_from_metadata.empty()) |
| 60 | + { |
| 61 | + return ColumnsDescription(std::move(schema_from_metadata)); |
| 62 | + } |
| 63 | + return std::nullopt; |
| 64 | +} |
| 65 | + |
| 66 | +template <StorageConfiguration BaseStorageConfiguration, typename DataLakeMetadata> |
| 67 | +std::optional<String> DataLakeConfiguration<BaseStorageConfiguration, DataLakeMetadata>::tryGetSamplePathFromMetadata() const |
| 68 | +{ |
| 69 | + if (!current_metadata) |
| 70 | + return std::nullopt; |
| 71 | + auto data_files = current_metadata->getDataFiles(); |
| 72 | + if (!data_files.empty()) |
| 73 | + return data_files[0]; |
| 74 | + return std::nullopt; |
| 75 | +} |
| 76 | + |
| 77 | +template <StorageConfiguration BaseStorageConfiguration, typename DataLakeMetadata> |
| 78 | +std::optional<size_t> DataLakeConfiguration<BaseStorageConfiguration, DataLakeMetadata>::totalRows() |
| 79 | +{ |
| 80 | + if (!current_metadata) |
| 81 | + return {}; |
| 82 | + |
| 83 | + return current_metadata->totalRows(); |
| 84 | +} |
| 85 | + |
| 86 | +template <StorageConfiguration BaseStorageConfiguration, typename DataLakeMetadata> |
| 87 | +std::shared_ptr<NamesAndTypesList> DataLakeConfiguration<BaseStorageConfiguration, DataLakeMetadata>::getInitialSchemaByPath(const String & data_path) const |
| 88 | +{ |
| 89 | + if (!current_metadata) |
| 90 | + return {}; |
| 91 | + return current_metadata->getInitialSchemaByPath(data_path); |
| 92 | +} |
| 93 | + |
| 94 | +template <StorageConfiguration BaseStorageConfiguration, typename DataLakeMetadata> |
| 95 | +std::shared_ptr<const ActionsDAG> DataLakeConfiguration<BaseStorageConfiguration, DataLakeMetadata>::getSchemaTransformer(const String & data_path) const |
| 96 | +{ |
| 97 | + if (!current_metadata) |
| 98 | + return {}; |
| 99 | + return current_metadata->getSchemaTransformer(data_path); |
| 100 | +} |
| 101 | + |
| 102 | +template <StorageConfiguration BaseStorageConfiguration, typename DataLakeMetadata> |
| 103 | +bool DataLakeConfiguration<BaseStorageConfiguration, DataLakeMetadata>::hasExternalDynamicMetadata() |
| 104 | +{ |
| 105 | + return BaseStorageConfiguration::getSettingsRef()[StorageObjectStorageSetting::allow_dynamic_metadata_for_data_lakes] |
| 106 | + && current_metadata |
| 107 | + && current_metadata->supportsExternalMetadataChange(); |
| 108 | +} |
| 109 | + |
| 110 | +template <StorageConfiguration BaseStorageConfiguration, typename DataLakeMetadata> |
| 111 | +ColumnsDescription DataLakeConfiguration<BaseStorageConfiguration, DataLakeMetadata>::updateAndGetCurrentSchema( |
| 112 | + ObjectStoragePtr object_storage, |
| 113 | + ContextPtr context) |
| 114 | +{ |
| 115 | + BaseStorageConfiguration::update(object_storage, context); |
| 116 | + updateMetadataObjectIfNeeded(object_storage, context); |
| 117 | + return ColumnsDescription{current_metadata->getTableSchema()}; |
| 118 | +} |
| 119 | + |
| 120 | +template <StorageConfiguration BaseStorageConfiguration, typename DataLakeMetadata> |
| 121 | +ReadFromFormatInfo DataLakeConfiguration<BaseStorageConfiguration, DataLakeMetadata>::prepareReadingFromFormat( |
| 122 | + ObjectStoragePtr object_storage, |
| 123 | + const Strings & requested_columns, |
| 124 | + const StorageSnapshotPtr & storage_snapshot, |
| 125 | + bool supports_subset_of_columns, |
| 126 | + ContextPtr local_context) |
| 127 | +{ |
| 128 | + auto info = DB::prepareReadingFromFormat(requested_columns, storage_snapshot, local_context, supports_subset_of_columns); |
| 129 | + if (!current_metadata) |
| 130 | + { |
| 131 | + current_metadata = DataLakeMetadata::create( |
| 132 | + object_storage, |
| 133 | + weak_from_this(), |
| 134 | + local_context); |
| 135 | + } |
| 136 | + auto read_schema = current_metadata->getReadSchema(); |
| 137 | + if (!read_schema.empty()) |
| 138 | + { |
| 139 | + /// There is a difference between "table schema" and "read schema". |
| 140 | + /// "table schema" is a schema from data lake table metadata, |
| 141 | + /// while "read schema" is a schema from data files. |
| 142 | + /// In most cases they would be the same. |
| 143 | + /// TODO: Try to hide this logic inside IDataLakeMetadata. |
| 144 | + |
| 145 | + const auto read_schema_names = read_schema.getNames(); |
| 146 | + const auto table_schema_names = current_metadata->getTableSchema().getNames(); |
| 147 | + chassert(read_schema_names.size() == table_schema_names.size()); |
| 148 | + |
| 149 | + if (read_schema_names != table_schema_names) |
| 150 | + { |
| 151 | + LOG_TEST(log, "Read schema: {}, table schema: {}, requested columns: {}", |
| 152 | + fmt::join(read_schema_names, ", "), |
| 153 | + fmt::join(table_schema_names, ", "), |
| 154 | + fmt::join(info.requested_columns.getNames(), ", ")); |
| 155 | + |
| 156 | + auto column_name_mapping = [&]() |
| 157 | + { |
| 158 | + std::map<std::string, std::string> result; |
| 159 | + for (size_t i = 0; i < read_schema_names.size(); ++i) |
| 160 | + result[table_schema_names[i]] = read_schema_names[i]; |
| 161 | + return result; |
| 162 | + }(); |
| 163 | + |
| 164 | + /// Go through requested columns and change column name |
| 165 | + /// from table schema to column name from read schema. |
| 166 | + |
| 167 | + std::vector<NameAndTypePair> read_columns; |
| 168 | + for (const auto & column_name : info.requested_columns) |
| 169 | + { |
| 170 | + const auto pos = info.format_header.getPositionByName(column_name.name); |
| 171 | + auto column = info.format_header.getByPosition(pos); |
| 172 | + column.name = column_name_mapping.at(column_name.name); |
| 173 | + info.format_header.setColumn(pos, column); |
| 174 | + |
| 175 | + read_columns.emplace_back(column.name, column.type); |
| 176 | + } |
| 177 | + info.requested_columns = NamesAndTypesList(read_columns.begin(), read_columns.end()); |
| 178 | + } |
| 179 | + } |
| 180 | + |
| 181 | + return info; |
| 182 | +} |
| 183 | + |
| 184 | +template <StorageConfiguration BaseStorageConfiguration, typename DataLakeMetadata> |
| 185 | +bool DataLakeConfiguration<BaseStorageConfiguration, DataLakeMetadata>::updateMetadataObjectIfNeeded( |
| 186 | + ObjectStoragePtr object_storage, |
| 187 | + ContextPtr context) |
| 188 | +{ |
| 189 | + if (!current_metadata) |
| 190 | + { |
| 191 | + current_metadata = DataLakeMetadata::create( |
| 192 | + object_storage, |
| 193 | + weak_from_this(), |
| 194 | + context); |
| 195 | + return true; |
| 196 | + } |
| 197 | + |
| 198 | + if (current_metadata->supportsUpdate()) |
| 199 | + { |
| 200 | + return current_metadata->update(context); |
| 201 | + } |
| 202 | + |
| 203 | + auto new_metadata = DataLakeMetadata::create( |
| 204 | + object_storage, |
| 205 | + weak_from_this(), |
| 206 | + context); |
| 207 | + |
| 208 | + if (*current_metadata != *new_metadata) |
| 209 | + { |
| 210 | + current_metadata = std::move(new_metadata); |
| 211 | + return true; |
| 212 | + } |
| 213 | + else |
| 214 | + { |
| 215 | + return false; |
| 216 | + } |
| 217 | +} |
| 218 | + |
| 219 | +template <StorageConfiguration BaseStorageConfiguration, typename DataLakeMetadata> |
| 220 | +ASTPtr DataLakeConfiguration<BaseStorageConfiguration, DataLakeMetadata>::createArgsWithAccessData() const |
| 221 | +{ |
| 222 | + auto res = BaseStorageConfiguration::createArgsWithAccessData(); |
| 223 | + |
| 224 | + auto iceberg_metadata_file_path = BaseStorageConfiguration::getSettingsRef()[StorageObjectStorageSetting::iceberg_metadata_file_path]; |
| 225 | + |
| 226 | + if (iceberg_metadata_file_path.changed) |
| 227 | + { |
| 228 | + auto * arguments = res->template as<ASTExpressionList>(); |
| 229 | + if (!arguments) |
| 230 | + throw Exception(ErrorCodes::LOGICAL_ERROR, "Arguments are not an expression list"); |
| 231 | + |
| 232 | + bool has_settings = false; |
| 233 | + |
| 234 | + for (auto & arg : arguments->children) |
| 235 | + { |
| 236 | + if (auto * settings = arg->template as<ASTSetQuery>()) |
| 237 | + { |
| 238 | + has_settings = true; |
| 239 | + settings->changes.setSetting("iceberg_metadata_file_path", iceberg_metadata_file_path.value); |
| 240 | + break; |
| 241 | + } |
| 242 | + } |
| 243 | + |
| 244 | + if (!has_settings) |
| 245 | + { |
| 246 | + std::shared_ptr<ASTSetQuery> settings_ast = std::make_shared<ASTSetQuery>(); |
| 247 | + settings_ast->is_standalone = false; |
| 248 | + settings_ast->changes.setSetting("iceberg_metadata_file_path", iceberg_metadata_file_path.value); |
| 249 | + arguments->children.push_back(settings_ast); |
| 250 | + } |
| 251 | + } |
| 252 | + |
| 253 | + return res; |
| 254 | +} |
| 255 | + |
| 256 | +#if USE_AVRO |
| 257 | +# if USE_AWS_S3 |
| 258 | +template class DataLakeConfiguration<StorageS3Configuration, IcebergMetadata>; |
| 259 | +# endif |
| 260 | +# if USE_AZURE_BLOB_STORAGE |
| 261 | +template class DataLakeConfiguration<StorageAzureConfiguration, IcebergMetadata>; |
| 262 | +# endif |
| 263 | +# if USE_HDFS |
| 264 | +template class DataLakeConfiguration<StorageHDFSConfiguration, IcebergMetadata>; |
| 265 | +# endif |
| 266 | +template class DataLakeConfiguration<StorageLocalConfiguration, IcebergMetadata>; |
| 267 | +#endif |
| 268 | +#if USE_PARQUET && USE_AWS_S3 |
| 269 | +template class DataLakeConfiguration<StorageS3Configuration, DeltaLakeMetadata>; |
| 270 | +#endif |
| 271 | +#if USE_PARQUET |
| 272 | +template class DataLakeConfiguration<StorageLocalConfiguration, DeltaLakeMetadata>; |
| 273 | +#endif |
| 274 | +#if USE_AWS_S3 |
| 275 | +template class DataLakeConfiguration<StorageS3Configuration, HudiMetadata>; |
| 276 | +#endif |
| 277 | + |
| 278 | +ObjectStorageType StorageIcebergConfiguration::extractDynamicStorageType( |
| 279 | + ASTs & args, ContextPtr context, ASTPtr * type_arg) const |
| 280 | +{ |
| 281 | + static const auto storage_type_name = "storage_type"; |
| 282 | + |
| 283 | + if (auto named_collection = tryGetNamedCollectionWithOverrides(args, context)) |
| 284 | + { |
| 285 | + if (named_collection->has(storage_type_name)) |
| 286 | + { |
| 287 | + return objectStorageTypeFromString(named_collection->get<String>(storage_type_name)); |
| 288 | + } |
| 289 | + } |
| 290 | + |
| 291 | + auto type_it = args.end(); |
| 292 | + |
| 293 | + /// S3 by default for backward compatibility |
| 294 | + /// Iceberg without storage_type == IcebergS3 |
| 295 | + ObjectStorageType type = ObjectStorageType::S3; |
| 296 | + |
| 297 | + for (auto arg_it = args.begin(); arg_it != args.end(); ++arg_it) |
| 298 | + { |
| 299 | + const auto * type_ast_function = (*arg_it)->as<ASTFunction>(); |
| 300 | + |
| 301 | + if (type_ast_function && type_ast_function->name == "equals" |
| 302 | + && type_ast_function->arguments && type_ast_function->arguments->children.size() == 2) |
| 303 | + { |
| 304 | + auto name = type_ast_function->arguments->children[0]->as<ASTIdentifier>(); |
| 305 | + |
| 306 | + if (name && name->name() == storage_type_name) |
| 307 | + { |
| 308 | + if (type_it != args.end()) |
| 309 | + { |
| 310 | + throw Exception( |
| 311 | + ErrorCodes::BAD_ARGUMENTS, |
| 312 | + "DataLake can have only one key-value argument: storage_type='type'."); |
| 313 | + } |
| 314 | + |
| 315 | + auto value = type_ast_function->arguments->children[1]->as<ASTLiteral>(); |
| 316 | + |
| 317 | + if (!value) |
| 318 | + { |
| 319 | + throw Exception( |
| 320 | + ErrorCodes::BAD_ARGUMENTS, |
| 321 | + "DataLake parameter 'storage_type' has wrong type, string literal expected."); |
| 322 | + } |
| 323 | + |
| 324 | + if (value->value.getType() != Field::Types::String) |
| 325 | + { |
| 326 | + throw Exception( |
| 327 | + ErrorCodes::BAD_ARGUMENTS, |
| 328 | + "DataLake parameter 'storage_type' has wrong value type, string expected."); |
| 329 | + } |
| 330 | + |
| 331 | + type = objectStorageTypeFromString(value->value.safeGet<String>()); |
| 332 | + |
| 333 | + type_it = arg_it; |
| 334 | + } |
| 335 | + } |
| 336 | + } |
| 337 | + |
| 338 | + if (type_it != args.end()) |
| 339 | + { |
| 340 | + if (type_arg) |
| 341 | + *type_arg = *type_it; |
| 342 | + args.erase(type_it); |
| 343 | + } |
| 344 | + |
| 345 | + return type; |
| 346 | +} |
| 347 | + |
| 348 | +void StorageIcebergConfiguration::createDynamicStorage(ObjectStorageType type) |
| 349 | +{ |
| 350 | + if (impl) |
| 351 | + { |
| 352 | + if (impl->getType() == type) |
| 353 | + return; |
| 354 | + |
| 355 | + throw Exception(ErrorCodes::LOGICAL_ERROR, "Can't change datalake engine storage"); |
| 356 | + } |
| 357 | + |
| 358 | + switch (type) |
| 359 | + { |
| 360 | +# if USE_AWS_S3 |
| 361 | + case ObjectStorageType::S3: |
| 362 | + impl = std::make_unique<StorageS3IcebergConfiguration>(); |
| 363 | + break; |
| 364 | +# endif |
| 365 | +# if USE_AZURE_BLOB_STORAGE |
| 366 | + case ObjectStorageType::Azure: |
| 367 | + impl = std::make_unique<StorageAzureIcebergConfiguration>(); |
| 368 | + break; |
| 369 | +# endif |
| 370 | +# if USE_HDFS |
| 371 | + case ObjectStorageType::HDFS: |
| 372 | + impl = std::make_unique<StorageHDFSIcebergConfiguration>(); |
| 373 | + break; |
| 374 | +# endif |
| 375 | + case ObjectStorageType::Local: |
| 376 | + impl = std::make_unique<StorageLocalIcebergConfiguration>(); |
| 377 | + break; |
| 378 | + default: |
| 379 | + throw Exception(ErrorCodes::LOGICAL_ERROR, "Unsuported DataLake storage {}", type); |
| 380 | + } |
| 381 | +} |
| 382 | + |
| 383 | +StorageObjectStorage::Configuration & StorageIcebergConfiguration::getImpl() const |
| 384 | +{ |
| 385 | + if (!impl) |
| 386 | + throw Exception(ErrorCodes::LOGICAL_ERROR, "Dynamic DataLake storage not initialized"); |
| 387 | + |
| 388 | + return *impl; |
| 389 | +} |
| 390 | + |
| 391 | +ASTPtr StorageIcebergConfiguration::createArgsWithAccessData() const |
| 392 | +{ |
| 393 | + return getImpl().createArgsWithAccessData(); |
| 394 | +} |
| 395 | + |
| 396 | +} |
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