#include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include namespace { const UInt64 FORCE_OPTIMIZE_SKIP_UNUSED_SHARDS_HAS_SHARDING_KEY = 1; const UInt64 FORCE_OPTIMIZE_SKIP_UNUSED_SHARDS_ALWAYS = 2; } namespace DB { namespace ErrorCodes { extern const int NOT_IMPLEMENTED; extern const int STORAGE_REQUIRES_PARAMETER; extern const int BAD_ARGUMENTS; extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH; extern const int INCORRECT_NUMBER_OF_COLUMNS; extern const int INFINITE_LOOP; extern const int TYPE_MISMATCH; extern const int TOO_MANY_ROWS; extern const int UNABLE_TO_SKIP_UNUSED_SHARDS; extern const int LOGICAL_ERROR; } namespace ActionLocks { extern const StorageActionBlockType DistributedSend; } namespace { /// select query has database, table and table function names as AST pointers /// Creates a copy of query, changes database, table and table function names. ASTPtr rewriteSelectQuery(const ASTPtr & query, const std::string & database, const std::string & table, ASTPtr table_function_ptr = nullptr) { auto modified_query_ast = query->clone(); ASTSelectQuery & select_query = modified_query_ast->as(); if (table_function_ptr) select_query.addTableFunction(table_function_ptr); else select_query.replaceDatabaseAndTable(database, table); /// Restore long column names (cause our short names are ambiguous). /// TODO: aliased table functions & CREATE TABLE AS table function cases if (!table_function_ptr) { RestoreQualifiedNamesVisitor::Data data; data.distributed_table = DatabaseAndTableWithAlias(*getTableExpression(query->as(), 0)); data.remote_table.database = database; data.remote_table.table = table; data.rename = true; RestoreQualifiedNamesVisitor(data).visit(modified_query_ast); } return modified_query_ast; } /// The columns list in the original INSERT query is incorrect because inserted blocks are transformed /// to the form of the sample block of the Distributed table. So we rewrite it and add all columns from /// the sample block instead. ASTPtr createInsertToRemoteTableQuery(const std::string & database, const std::string & table, const Block & sample_block_non_materialized) { auto query = std::make_shared(); query->table_id = StorageID(database, table); auto columns = std::make_shared(); query->columns = columns; query->children.push_back(columns); for (const auto & col : sample_block_non_materialized) columns->children.push_back(std::make_shared(col.name)); return query; } /// Calculate maximum number in file names in directory and all subdirectories. /// To ensure global order of data blocks yet to be sent across server restarts. UInt64 getMaximumFileNumber(const std::string & dir_path) { UInt64 res = 0; std::filesystem::recursive_directory_iterator begin(dir_path); std::filesystem::recursive_directory_iterator end; for (auto it = begin; it != end; ++it) { const auto & file_path = it->path(); if (!std::filesystem::is_regular_file(*it) || !endsWith(file_path.filename().string(), ".bin")) continue; UInt64 num = 0; try { num = parse(file_path.filename().stem().string()); } catch (Exception & e) { e.addMessage("Unexpected file name " + file_path.filename().string() + " found at " + file_path.parent_path().string() + ", should have numeric base name."); throw; } if (num > res) res = num; } return res; } std::string makeFormattedListOfShards(const ClusterPtr & cluster) { std::ostringstream os; bool head = true; os << "["; for (const auto & shard_info : cluster->getShardsInfo()) { (head ? os : os << ", ") << shard_info.shard_num; head = false; } os << "]"; return os.str(); } ExpressionActionsPtr buildShardingKeyExpression(const ASTPtr & sharding_key, const Context & context, const NamesAndTypesList & columns, bool project) { ASTPtr query = sharding_key; auto syntax_result = SyntaxAnalyzer(context).analyze(query, columns); return ExpressionAnalyzer(query, syntax_result, context).getActions(project); } class ReplacingConstantExpressionsMatcher { public: using Data = Block; static bool needChildVisit(ASTPtr &, const ASTPtr &) { return true; } static void visit(ASTPtr & node, Block & block_with_constants) { if (!node->as()) return; std::string name = node->getColumnName(); if (block_with_constants.has(name)) { auto result = block_with_constants.getByName(name); if (!isColumnConst(*result.column)) return; node = std::make_shared(assert_cast(*result.column).getField()); } } }; void replaceConstantExpressions(ASTPtr & node, const Context & context, const NamesAndTypesList & columns, ConstStoragePtr storage) { auto syntax_result = SyntaxAnalyzer(context).analyze(node, columns, storage); Block block_with_constants = KeyCondition::getBlockWithConstants(node, syntax_result, context); InDepthNodeVisitor visitor(block_with_constants); visitor.visit(node); } QueryProcessingStage::Enum getQueryProcessingStageImpl(const Context & context, QueryProcessingStage::Enum to_stage, const ClusterPtr & cluster) { const Settings & settings = context.getSettingsRef(); size_t num_local_shards = cluster->getLocalShardCount(); size_t num_remote_shards = cluster->getRemoteShardCount(); size_t result_size = (num_remote_shards * settings.max_parallel_replicas) + num_local_shards; if (settings.distributed_group_by_no_merge) return QueryProcessingStage::Complete; /// Nested distributed query cannot return Complete stage, /// since the parent query need to aggregate the results after. if (to_stage == QueryProcessingStage::WithMergeableState) return QueryProcessingStage::WithMergeableState; return result_size == 1 ? QueryProcessingStage::Complete : QueryProcessingStage::WithMergeableState; } } /// For destruction of std::unique_ptr of type that is incomplete in class definition. StorageDistributed::~StorageDistributed() = default; NamesAndTypesList StorageDistributed::getVirtuals() const { /// NOTE This is weird. Most of these virtual columns are part of MergeTree /// tables info. But Distributed is general-purpose engine. return NamesAndTypesList{ NameAndTypePair("_table", std::make_shared()), NameAndTypePair("_part", std::make_shared()), NameAndTypePair("_part_index", std::make_shared()), NameAndTypePair("_partition_id", std::make_shared()), NameAndTypePair("_sample_factor", std::make_shared()), NameAndTypePair("_shard_num", std::make_shared()), }; } StorageDistributed::StorageDistributed( const StorageID & id_, const ColumnsDescription & columns_, const ConstraintsDescription & constraints_, const String & remote_database_, const String & remote_table_, const String & cluster_name_, const Context & context_, const ASTPtr & sharding_key_, const String & storage_policy_, const String & relative_data_path_, bool attach_) : IStorage(id_) , remote_database(remote_database_) , remote_table(remote_table_) , global_context(std::make_unique(context_)) , log(&Poco::Logger::get("StorageDistributed (" + id_.table_name + ")")) , cluster_name(global_context->getMacros()->expand(cluster_name_)) , has_sharding_key(sharding_key_) , storage_policy(storage_policy_) , relative_data_path(relative_data_path_) { setColumns(columns_); setConstraints(constraints_); if (sharding_key_) { sharding_key_expr = buildShardingKeyExpression(sharding_key_, *global_context, getColumns().getAllPhysical(), false); sharding_key_column_name = sharding_key_->getColumnName(); } if (!relative_data_path.empty()) createStorage(); /// Sanity check. Skip check if the table is already created to allow the server to start. if (!attach_ && !cluster_name.empty()) { size_t num_local_shards = global_context->getCluster(cluster_name)->getLocalShardCount(); if (num_local_shards && remote_database == id_.database_name && remote_table == id_.table_name) throw Exception("Distributed table " + id_.table_name + " looks at itself", ErrorCodes::INFINITE_LOOP); } } StorageDistributed::StorageDistributed( const StorageID & id_, const ColumnsDescription & columns_, const ConstraintsDescription & constraints_, ASTPtr remote_table_function_ptr_, const String & cluster_name_, const Context & context_, const ASTPtr & sharding_key_, const String & storage_policy_, const String & relative_data_path_, bool attach) : StorageDistributed(id_, columns_, constraints_, String{}, String{}, cluster_name_, context_, sharding_key_, storage_policy_, relative_data_path_, attach) { remote_table_function_ptr = std::move(remote_table_function_ptr_); } void StorageDistributed::createStorage() { /// Create default policy with the relative_data_path_ if (storage_policy.empty()) { std::string path(global_context->getPath()); /// Disk must ends with '/' if (!path.ends_with('/')) path += '/'; auto disk = std::make_shared("default", path, 0); volume = std::make_shared("default", std::vector{disk}, 0); } else { auto policy = global_context->getStoragePolicy(storage_policy); if (policy->getVolumes().size() != 1) throw Exception("Policy for Distributed table, should have exactly one volume", ErrorCodes::BAD_ARGUMENTS); volume = policy->getVolume(0); } } StoragePtr StorageDistributed::createWithOwnCluster( const StorageID & table_id_, const ColumnsDescription & columns_, const String & remote_database_, /// database on remote servers. const String & remote_table_, /// The name of the table on the remote servers. ClusterPtr owned_cluster_, const Context & context_) { auto res = create(table_id_, columns_, ConstraintsDescription{}, remote_database_, remote_table_, String{}, context_, ASTPtr(), String(), String(), false); res->owned_cluster = std::move(owned_cluster_); return res; } StoragePtr StorageDistributed::createWithOwnCluster( const StorageID & table_id_, const ColumnsDescription & columns_, ASTPtr & remote_table_function_ptr_, ClusterPtr & owned_cluster_, const Context & context_) { auto res = create(table_id_, columns_, ConstraintsDescription{}, remote_table_function_ptr_, String{}, context_, ASTPtr(), String(), String(), false); res->owned_cluster = owned_cluster_; return res; } bool StorageDistributed::canForceGroupByNoMerge(const Context &context, QueryProcessingStage::Enum to_stage, const ASTPtr & query_ptr) const { const auto & settings = context.getSettingsRef(); std::string reason; if (settings.distributed_group_by_no_merge) return true; if (!settings.optimize_distributed_group_by_sharding_key) return false; /// Distributed-over-Distributed (see getQueryProcessingStageImpl()) if (to_stage == QueryProcessingStage::WithMergeableState) return false; if (!settings.optimize_skip_unused_shards) return false; if (!has_sharding_key) return false; const auto & select = query_ptr->as(); if (select.group_by_with_totals || select.group_by_with_rollup || select.group_by_with_cube) return false; // TODO: The following can be optimized too (but with some caveats, will be addressed later): // - ORDER BY // - LIMIT BY // - LIMIT if (select.orderBy()) return false; if (select.limitBy() || select.limitLength()) return false; if (select.distinct) { for (auto & expr : select.select()->children) { const auto * id = expr->as(); if (!id) return false; if (!sharding_key_expr->getSampleBlock().has(id->name)) return false; } reason = "DISTINCT " + backQuote(serializeAST(*select.select(), true)); } const ASTPtr group_by = select.groupBy(); if (!group_by) { if (!select.distinct) return false; } else { // injective functions are optimized out in optimizeGroupBy() // hence all we need to check is that column in GROUP BY matches sharding expression auto & group_exprs = group_by->children; if (group_exprs.empty()) throw Exception("No ASTExpressionList in GROUP BY", ErrorCodes::LOGICAL_ERROR); const auto * id = group_exprs[0]->as(); if (!id) return false; if (!sharding_key_expr->getSampleBlock().has(id->name)) return false; reason = "GROUP BY " + backQuote(serializeAST(*group_by, true)); } LOG_DEBUG(log, "Force distributed_group_by_no_merge for {} (injective)", reason); return true; } QueryProcessingStage::Enum StorageDistributed::getQueryProcessingStage(const Context &context, QueryProcessingStage::Enum to_stage, const ASTPtr & query_ptr) const { const auto & settings = context.getSettingsRef(); if (canForceGroupByNoMerge(context, to_stage, query_ptr)) return QueryProcessingStage::Complete; ClusterPtr cluster = getCluster(); if (settings.optimize_skip_unused_shards) { ClusterPtr optimized_cluster = getOptimizedCluster(context, query_ptr); if (optimized_cluster) cluster = optimized_cluster; } return getQueryProcessingStageImpl(context, to_stage, cluster); } Pipes StorageDistributed::read( const Names & column_names, const SelectQueryInfo & query_info, const Context & context, QueryProcessingStage::Enum processed_stage, const size_t /*max_block_size*/, const unsigned /*num_streams*/) { const auto & settings = context.getSettingsRef(); ClusterPtr cluster = getCluster(); if (settings.optimize_skip_unused_shards) { ClusterPtr optimized_cluster = getOptimizedCluster(context, query_info.query); if (optimized_cluster) { LOG_DEBUG(log, "Skipping irrelevant shards - the query will be sent to the following shards of the cluster (shard numbers): {}", makeFormattedListOfShards(optimized_cluster)); cluster = optimized_cluster; } else { LOG_DEBUG(log, "Unable to figure out irrelevant shards from WHERE/PREWHERE clauses - the query will be sent to all shards of the cluster{}", has_sharding_key ? "" : " (no sharding key)"); } } const auto & modified_query_ast = rewriteSelectQuery( query_info.query, remote_database, remote_table, remote_table_function_ptr); Block header = InterpreterSelectQuery(query_info.query, context, SelectQueryOptions(processed_stage)).getSampleBlock(); const Scalars & scalars = context.hasQueryContext() ? context.getQueryContext().getScalars() : Scalars{}; bool has_virtual_shard_num_column = std::find(column_names.begin(), column_names.end(), "_shard_num") != column_names.end(); if (has_virtual_shard_num_column && !isVirtualColumn("_shard_num")) has_virtual_shard_num_column = false; ClusterProxy::SelectStreamFactory select_stream_factory = remote_table_function_ptr ? ClusterProxy::SelectStreamFactory( header, processed_stage, remote_table_function_ptr, scalars, has_virtual_shard_num_column, context.getExternalTables()) : ClusterProxy::SelectStreamFactory( header, processed_stage, StorageID{remote_database, remote_table}, scalars, has_virtual_shard_num_column, context.getExternalTables()); return ClusterProxy::executeQuery( select_stream_factory, cluster, modified_query_ast, context, context.getSettingsRef(), query_info); } BlockOutputStreamPtr StorageDistributed::write(const ASTPtr &, const Context & context) { auto cluster = getCluster(); const auto & settings = context.getSettingsRef(); /// Ban an attempt to make async insert into the table belonging to DatabaseMemory if (!volume && !owned_cluster && !settings.insert_distributed_sync) { throw Exception("Storage " + getName() + " must has own data directory to enable asynchronous inserts", ErrorCodes::BAD_ARGUMENTS); } /// If sharding key is not specified, then you can only write to a shard containing only one shard if (!has_sharding_key && ((cluster->getLocalShardCount() + cluster->getRemoteShardCount()) >= 2)) { throw Exception("Method write is not supported by storage " + getName() + " with more than one shard and no sharding key provided", ErrorCodes::STORAGE_REQUIRES_PARAMETER); } /// Force sync insertion if it is remote() table function bool insert_sync = settings.insert_distributed_sync || owned_cluster; auto timeout = settings.insert_distributed_timeout; /// DistributedBlockOutputStream will not own cluster, but will own ConnectionPools of the cluster return std::make_shared( context, *this, createInsertToRemoteTableQuery(remote_database, remote_table, getSampleBlockNonMaterialized()), cluster, insert_sync, timeout); } void StorageDistributed::checkAlterIsPossible(const AlterCommands & commands, const Settings & /* settings */) { for (const auto & command : commands) { if (command.type != AlterCommand::Type::ADD_COLUMN && command.type != AlterCommand::Type::MODIFY_COLUMN && command.type != AlterCommand::Type::DROP_COLUMN && command.type != AlterCommand::Type::COMMENT_COLUMN && command.type != AlterCommand::Type::RENAME_COLUMN) throw Exception("Alter of type '" + alterTypeToString(command.type) + "' is not supported by storage " + getName(), ErrorCodes::NOT_IMPLEMENTED); } } void StorageDistributed::alter(const AlterCommands & params, const Context & context, TableStructureWriteLockHolder & table_lock_holder) { lockStructureExclusively(table_lock_holder, context.getCurrentQueryId(), context.getSettingsRef().lock_acquire_timeout); auto table_id = getStorageID(); checkAlterIsPossible(params, context.getSettingsRef()); StorageInMemoryMetadata metadata = getInMemoryMetadata(); params.apply(metadata, context); DatabaseCatalog::instance().getDatabase(table_id.database_name)->alterTable(context, table_id, metadata); setColumns(std::move(metadata.columns)); } void StorageDistributed::startup() { if (remote_database.empty() && !remote_table_function_ptr) LOG_WARNING(log, "Name of remote database is empty. Default database will be used implicitly."); if (!volume) return; for (const DiskPtr & disk : volume->getDisks()) createDirectoryMonitors(disk->getPath()); for (const String & path : getDataPaths()) { UInt64 inc = getMaximumFileNumber(path); if (inc > file_names_increment.value) file_names_increment.value.store(inc); } LOG_DEBUG(log, "Auto-increment is {}", file_names_increment.value); } void StorageDistributed::shutdown() { monitors_blocker.cancelForever(); std::lock_guard lock(cluster_nodes_mutex); cluster_nodes_data.clear(); } Strings StorageDistributed::getDataPaths() const { Strings paths; if (relative_data_path.empty()) return paths; for (const DiskPtr & disk : volume->getDisks()) paths.push_back(disk->getPath() + relative_data_path); return paths; } void StorageDistributed::truncate(const ASTPtr &, const Context &, TableStructureWriteLockHolder &) { std::lock_guard lock(cluster_nodes_mutex); for (auto it = cluster_nodes_data.begin(); it != cluster_nodes_data.end();) { it->second.shutdownAndDropAllData(); it = cluster_nodes_data.erase(it); } } StoragePolicyPtr StorageDistributed::getStoragePolicy() const { if (storage_policy.empty()) return {}; return global_context->getStoragePolicy(storage_policy); } void StorageDistributed::createDirectoryMonitors(const std::string & disk) { const std::string path(disk + relative_data_path); Poco::File{path}.createDirectories(); std::filesystem::directory_iterator begin(path); std::filesystem::directory_iterator end; for (auto it = begin; it != end; ++it) if (std::filesystem::is_directory(*it)) requireDirectoryMonitor(disk, it->path().filename().string()); } StorageDistributedDirectoryMonitor& StorageDistributed::requireDirectoryMonitor(const std::string & disk, const std::string & name) { const std::string path(disk + relative_data_path + name); const std::string key(disk + name); std::lock_guard lock(cluster_nodes_mutex); auto & node_data = cluster_nodes_data[key]; if (!node_data.directory_monitor) { node_data.connection_pool = StorageDistributedDirectoryMonitor::createPool(name, *this); node_data.directory_monitor = std::make_unique( *this, path, node_data.connection_pool, monitors_blocker, global_context->getDistributedSchedulePool()); } return *node_data.directory_monitor; } std::vector StorageDistributed::getAllDirectoryMonitors() { std::vector monitors; { std::lock_guard lock(cluster_nodes_mutex); for (auto & node : cluster_nodes_data) monitors.push_back(node.second.directory_monitor.get()); } return monitors; } size_t StorageDistributed::getShardCount() const { return getCluster()->getShardCount(); } std::pair StorageDistributed::getPath() { return {volume->getNextDisk()->getPath(), relative_data_path}; } ClusterPtr StorageDistributed::getCluster() const { return owned_cluster ? owned_cluster : global_context->getCluster(cluster_name); } ClusterPtr StorageDistributed::getOptimizedCluster(const Context & context, const ASTPtr & query_ptr) const { ClusterPtr cluster = getCluster(); const Settings & settings = context.getSettingsRef(); if (has_sharding_key) { ClusterPtr optimized = skipUnusedShards(cluster, query_ptr, context); if (optimized) return optimized; } UInt64 force = settings.force_optimize_skip_unused_shards; if (force) { std::stringstream exception_message; if (!has_sharding_key) exception_message << "No sharding key"; else exception_message << "Sharding key " << sharding_key_column_name << " is not used"; if (force == FORCE_OPTIMIZE_SKIP_UNUSED_SHARDS_ALWAYS) throw Exception(exception_message.str(), ErrorCodes::UNABLE_TO_SKIP_UNUSED_SHARDS); if (force == FORCE_OPTIMIZE_SKIP_UNUSED_SHARDS_HAS_SHARDING_KEY && has_sharding_key) throw Exception(exception_message.str(), ErrorCodes::UNABLE_TO_SKIP_UNUSED_SHARDS); } return cluster; } void StorageDistributed::ClusterNodeData::flushAllData() const { directory_monitor->flushAllData(); } void StorageDistributed::ClusterNodeData::shutdownAndDropAllData() const { directory_monitor->shutdownAndDropAllData(); } IColumn::Selector StorageDistributed::createSelector(const ClusterPtr cluster, const ColumnWithTypeAndName & result) { const auto & slot_to_shard = cluster->getSlotToShard(); // If result.type is DataTypeLowCardinality, do shard according to its dictionaryType #define CREATE_FOR_TYPE(TYPE) \ if (typeid_cast(result.type.get())) \ return createBlockSelector(*result.column, slot_to_shard); \ else if (auto * type_low_cardinality = typeid_cast(result.type.get())) \ if (typeid_cast(type_low_cardinality->getDictionaryType().get())) \ return createBlockSelector(*result.column->convertToFullColumnIfLowCardinality(), slot_to_shard); CREATE_FOR_TYPE(UInt8) CREATE_FOR_TYPE(UInt16) CREATE_FOR_TYPE(UInt32) CREATE_FOR_TYPE(UInt64) CREATE_FOR_TYPE(Int8) CREATE_FOR_TYPE(Int16) CREATE_FOR_TYPE(Int32) CREATE_FOR_TYPE(Int64) #undef CREATE_FOR_TYPE throw Exception{"Sharding key expression does not evaluate to an integer type", ErrorCodes::TYPE_MISMATCH}; } /// Returns a new cluster with fewer shards if constant folding for `sharding_key_expr` is possible /// using constraints from "PREWHERE" and "WHERE" conditions, otherwise returns `nullptr` ClusterPtr StorageDistributed::skipUnusedShards(ClusterPtr cluster, const ASTPtr & query_ptr, const Context & context) const { const auto & select = query_ptr->as(); if (!select.prewhere() && !select.where()) { return nullptr; } ASTPtr condition_ast; if (select.prewhere() && select.where()) { condition_ast = makeASTFunction("and", select.prewhere()->clone(), select.where()->clone()); } else { condition_ast = select.prewhere() ? select.prewhere()->clone() : select.where()->clone(); } replaceConstantExpressions(condition_ast, context, getColumns().getAll(), shared_from_this()); const auto blocks = evaluateExpressionOverConstantCondition(condition_ast, sharding_key_expr); // Can't get definite answer if we can skip any shards if (!blocks) { return nullptr; } std::set shards; for (const auto & block : *blocks) { if (!block.has(sharding_key_column_name)) throw Exception("sharding_key_expr should evaluate as a single row", ErrorCodes::TOO_MANY_ROWS); const ColumnWithTypeAndName & result = block.getByName(sharding_key_column_name); const auto selector = createSelector(cluster, result); shards.insert(selector.begin(), selector.end()); } return cluster->getClusterWithMultipleShards({shards.begin(), shards.end()}); } ActionLock StorageDistributed::getActionLock(StorageActionBlockType type) { if (type == ActionLocks::DistributedSend) return monitors_blocker.cancel(); return {}; } void StorageDistributed::flushClusterNodesAllData() { std::lock_guard lock(cluster_nodes_mutex); /// TODO: Maybe it should be executed in parallel for (auto & node : cluster_nodes_data) node.second.flushAllData(); } void StorageDistributed::rename(const String & new_path_to_table_data, const StorageID & new_table_id) { if (!relative_data_path.empty()) renameOnDisk(new_path_to_table_data); renameInMemory(new_table_id); } void StorageDistributed::renameOnDisk(const String & new_path_to_table_data) { for (const DiskPtr & disk : volume->getDisks()) { const String path(disk->getPath()); auto new_path = path + new_path_to_table_data; Poco::File(path + relative_data_path).renameTo(new_path); LOG_DEBUG(log, "Updating path to {}", new_path); std::lock_guard lock(cluster_nodes_mutex); for (auto & node : cluster_nodes_data) node.second.directory_monitor->updatePath(new_path); } relative_data_path = new_path_to_table_data; } void registerStorageDistributed(StorageFactory & factory) { factory.registerStorage("Distributed", [](const StorageFactory::Arguments & args) { /** Arguments of engine is following: * - name of cluster in configuration; * - name of remote database; * - name of remote table; * - policy to store data in; * * Remote database may be specified in following form: * - identifier; * - constant expression with string result, like currentDatabase(); * -- string literal as specific case; * - empty string means 'use default database from cluster'. */ ASTs & engine_args = args.engine_args; if (engine_args.size() < 3 || engine_args.size() > 5) throw Exception( "Storage Distributed requires from 3 to 5 parameters - " "name of configuration section with list of remote servers, " "name of remote database, " "name of remote table, " "sharding key expression (optional), " "policy to store data in (optional).", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH); String cluster_name = getClusterNameAndMakeLiteral(engine_args[0]); engine_args[1] = evaluateConstantExpressionOrIdentifierAsLiteral(engine_args[1], args.local_context); engine_args[2] = evaluateConstantExpressionOrIdentifierAsLiteral(engine_args[2], args.local_context); String remote_database = engine_args[1]->as().value.safeGet(); String remote_table = engine_args[2]->as().value.safeGet(); const auto & sharding_key = engine_args.size() >= 4 ? engine_args[3] : nullptr; const auto & storage_policy = engine_args.size() >= 5 ? engine_args[4]->as().value.safeGet() : ""; /// Check that sharding_key exists in the table and has numeric type. if (sharding_key) { auto sharding_expr = buildShardingKeyExpression(sharding_key, args.context, args.columns.getAllPhysical(), true); const Block & block = sharding_expr->getSampleBlock(); if (block.columns() != 1) throw Exception("Sharding expression must return exactly one column", ErrorCodes::INCORRECT_NUMBER_OF_COLUMNS); auto type = block.getByPosition(0).type; if (!type->isValueRepresentedByInteger()) throw Exception("Sharding expression has type " + type->getName() + ", but should be one of integer type", ErrorCodes::TYPE_MISMATCH); } return StorageDistributed::create( args.table_id, args.columns, args.constraints, remote_database, remote_table, cluster_name, args.context, sharding_key, storage_policy, args.relative_data_path, args.attach); }, { .source_access_type = AccessType::REMOTE, }); } }