#pragma once #include #include #include #include #include #include #include #include namespace Poco { class Logger; } namespace DB { class ASTSelectQuery; class ASTFunction; class MergeTreeData; struct StorageInMemoryMetadata; using StorageMetadataPtr = std::shared_ptr; /** Identifies WHERE expressions that can be placed in PREWHERE by calculating respective * sizes of columns used in particular expression and identifying "good" conditions of * form "column_name = constant", where "constant" is outside some `threshold` specified in advance. * * If there are "good" conditions present in WHERE, the one with minimal summary column size is transferred to PREWHERE. * Otherwise any condition with minimal summary column size can be transferred to PREWHERE. * If column sizes are unknown (in compact parts), the number of columns, participating in condition is used instead. */ class MergeTreeWhereOptimizer : private boost::noncopyable { public: MergeTreeWhereOptimizer( std::unordered_map column_sizes_, const StorageMetadataPtr & metadata_snapshot, const Names & queried_columns_, const std::optional & supported_columns_, Poco::Logger * log_); void optimize(SelectQueryInfo & select_query_info, const ContextPtr & context) const; struct FilterActionsOptimizeResult { ActionsDAGPtr filter_actions; ActionsDAGPtr prewhere_filter_actions; }; std::optional optimize(const ActionsDAGPtr & filter_dag, const std::string & filter_column_name, const ContextPtr & context, bool is_final); private: struct Condition { explicit Condition(RPNBuilderTreeNode node_) : node(std::move(node_)) {} RPNBuilderTreeNode node; UInt64 columns_size = 0; NameSet table_columns; /// Can condition be moved to prewhere? bool viable = false; /// Does the condition presumably have good selectivity? bool good = false; auto tuple() const { return std::make_tuple(!viable, !good, columns_size, table_columns.size()); } /// Is condition a better candidate for moving to PREWHERE? bool operator< (const Condition & rhs) const { return tuple() < rhs.tuple(); } }; using Conditions = std::list; struct WhereOptimizerContext { ContextPtr context; NameSet array_joined_names; bool move_all_conditions_to_prewhere = false; bool is_final = false; }; struct OptimizeResult { Conditions where_conditions; Conditions prewhere_conditions; }; std::optional optimizeImpl(const RPNBuilderTreeNode & node, const WhereOptimizerContext & where_optimizer_context) const; void analyzeImpl(Conditions & res, const RPNBuilderTreeNode & node, const WhereOptimizerContext & where_optimizer_context) const; /// Transform conjunctions chain in WHERE expression to Conditions list. Conditions analyze(const RPNBuilderTreeNode & node, const WhereOptimizerContext & where_optimizer_context) const; /// Reconstruct AST from conditions static ASTPtr reconstructAST(const Conditions & conditions); /// Reconstruct DAG from conditions static ActionsDAGPtr reconstructDAG(const Conditions & conditions, const ContextPtr & context); void optimizeArbitrary(ASTSelectQuery & select) const; UInt64 getColumnsSize(const NameSet & columns) const; bool columnsSupportPrewhere(const NameSet & columns) const; bool isExpressionOverSortingKey(const RPNBuilderTreeNode & node) const; bool isSortingKey(const String & column_name) const; bool isConstant(const ASTPtr & expr) const; bool isSubsetOfTableColumns(const NameSet & columns) const; /** ARRAY JOIN'ed columns as well as arrayJoin() result cannot be used in PREWHERE, therefore expressions * containing said columns should not be moved to PREWHERE at all. * We assume all AS aliases have been expanded prior to using this class * * Also, disallow moving expressions with GLOBAL [NOT] IN. */ bool cannotBeMoved(const RPNBuilderTreeNode & node, const WhereOptimizerContext & where_optimizer_context) const; static NameSet determineArrayJoinedNames(const ASTSelectQuery & select); const NameSet table_columns; const Names queried_columns; const std::optional supported_columns; const NameSet sorting_key_names; Poco::Logger * log; std::unordered_map column_sizes; UInt64 total_size_of_queried_columns = 0; }; }