#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 DB { namespace ErrorCodes { extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH; extern const int ALIAS_REQUIRED; extern const int MULTIPLE_EXPRESSIONS_FOR_ALIAS; extern const int EMPTY_NESTED_TABLE; extern const int LOGICAL_ERROR; extern const int INVALID_JOIN_ON_EXPRESSION; } namespace { using LogAST = DebugASTLog; /// set to true to enable logs using Aliases = std::unordered_map; void translateQualifiedNames(ASTPtr & query, ASTSelectQuery * select_query, const NameSet & source_columns, const Context & context) { if (!select_query || !select_query->tables || select_query->tables->children.empty()) return; std::vector tables = getDatabaseAndTables(*select_query, context.getCurrentDatabase()); LogAST log; TranslateQualifiedNamesVisitor visitor(source_columns, tables, log.stream()); visitor.visit(query); } void normalizeTree( SyntaxAnalyzerResult & result, const Names & source_columns, const NameSet & source_columns_set, const StoragePtr & storage, const Context & context, const ASTSelectQuery * select_query, bool asterisk_left_columns_only) { Names all_columns_name = storage ? storage->getColumns().ordinary.getNames() : source_columns; if (!asterisk_left_columns_only) { auto columns_from_joined_table = result.analyzed_join.getColumnsFromJoinedTable(source_columns_set, context, select_query); for (auto & column : columns_from_joined_table) all_columns_name.emplace_back(column.name_and_type.name); } if (all_columns_name.empty()) throw Exception("An asterisk cannot be replaced with empty columns.", ErrorCodes::LOGICAL_ERROR); TableNamesAndColumnNames table_names_and_column_names; if (select_query && select_query->tables && !select_query->tables->children.empty()) { std::vector tables_expression = getSelectTablesExpression(*select_query); bool first = true; for (const auto * table_expression : tables_expression) { DatabaseAndTableWithAlias table_name(*table_expression, context.getCurrentDatabase()); NamesAndTypesList names_and_types = getNamesAndTypeListFromTableExpression(*table_expression, context); if (!first) { /// For joined tables qualify duplicating names. for (auto & name_and_type : names_and_types) if (source_columns_set.count(name_and_type.name)) name_and_type.name = table_name.getQualifiedNamePrefix() + name_and_type.name; } first = false; table_names_and_column_names.emplace_back(std::pair(table_name, names_and_types.getNames())); } } auto & settings = context.getSettingsRef(); QueryNormalizer(result.query, result.aliases, settings, all_columns_name, table_names_and_column_names).perform(); } bool hasArrayJoin(const ASTPtr & ast) { if (const ASTFunction * function = typeid_cast(&*ast)) if (function->name == "arrayJoin") return true; for (const auto & child : ast->children) if (!typeid_cast(child.get()) && hasArrayJoin(child)) return true; return false; } void removeUnneededColumnsFromSelectClause(const ASTSelectQuery * select_query, const Names & required_result_columns) { if (!select_query) return; if (required_result_columns.empty()) return; ASTs & elements = select_query->select_expression_list->children; ASTs new_elements; new_elements.reserve(elements.size()); /// Some columns may be queried multiple times, like SELECT x, y, y FROM table. /// In that case we keep them exactly same number of times. std::map required_columns_with_duplicate_count; for (const auto & name : required_result_columns) ++required_columns_with_duplicate_count[name]; for (const auto & elem : elements) { String name = elem->getAliasOrColumnName(); auto it = required_columns_with_duplicate_count.find(name); if (required_columns_with_duplicate_count.end() != it && it->second) { new_elements.push_back(elem); --it->second; } else if (select_query->distinct || hasArrayJoin(elem)) { new_elements.push_back(elem); } } elements = std::move(new_elements); } void executeScalarSubqueries(SyntaxAnalyzerResult & result, const ASTSelectQuery * select_query, const Context & context, size_t subquery_depth) { LogAST log; if (!select_query) { ExecuteScalarSubqueriesVisitor visitor(context, subquery_depth, log.stream()); visitor.visit(result.query); } else { for (auto & child : result.query->children) { /// Do not go to FROM, JOIN, UNION. if (!typeid_cast(child.get()) && !typeid_cast(child.get())) { ExecuteScalarSubqueriesVisitor visitor(context, subquery_depth, log.stream()); visitor.visit(child); } } } } bool tryExtractConstValueFromCondition(const ASTPtr & condition, bool & value) { /// numeric constant in condition if (const ASTLiteral * literal = typeid_cast(condition.get())) { if (literal->value.getType() == Field::Types::Int64 || literal->value.getType() == Field::Types::UInt64) { value = literal->value.get(); return true; } } /// cast of numeric constant in condition to UInt8 if (const ASTFunction * function = typeid_cast(condition.get())) { if (function->name == "CAST") { if (ASTExpressionList * expr_list = typeid_cast(function->arguments.get())) { const ASTPtr & type_ast = expr_list->children.at(1); if (const ASTLiteral * type_literal = typeid_cast(type_ast.get())) { if (type_literal->value.getType() == Field::Types::String && type_literal->value.get() == "UInt8") return tryExtractConstValueFromCondition(expr_list->children.at(0), value); } } } } return false; } void optimizeIfWithConstantCondition(ASTPtr & current_ast, Aliases & aliases) { if (!current_ast) return; for (ASTPtr & child : current_ast->children) { auto * function_node = typeid_cast(child.get()); if (!function_node || function_node->name != "if") { optimizeIfWithConstantCondition(child, aliases); continue; } optimizeIfWithConstantCondition(function_node->arguments, aliases); auto * args = typeid_cast(function_node->arguments.get()); if (args->children.size() != 3) throw Exception("Wrong number of arguments for function 'if' (" + toString(args->children.size()) + " instead of 3)", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH); ASTPtr condition_expr = args->children[0]; ASTPtr then_expr = args->children[1]; ASTPtr else_expr = args->children[2]; bool condition; if (tryExtractConstValueFromCondition(condition_expr, condition)) { ASTPtr replace_ast = condition ? then_expr : else_expr; ASTPtr child_copy = child; String replace_alias = replace_ast->tryGetAlias(); String if_alias = child->tryGetAlias(); if (replace_alias.empty()) { replace_ast->setAlias(if_alias); child = replace_ast; } else { /// Only copy of one node is required here. /// But IAST has only method for deep copy of subtree. /// This can be a reason of performance degradation in case of deep queries. ASTPtr replace_ast_deep_copy = replace_ast->clone(); replace_ast_deep_copy->setAlias(if_alias); child = replace_ast_deep_copy; } if (!if_alias.empty()) { auto alias_it = aliases.find(if_alias); if (alias_it != aliases.end() && alias_it->second.get() == child_copy.get()) alias_it->second = child; } } } } /** Calls to these functions in the GROUP BY statement would be * replaced by their immediate argument. */ const std::unordered_set injective_function_names { "negate", "bitNot", "reverse", "reverseUTF8", "toString", "toFixedString", "IPv4NumToString", "IPv4StringToNum", "hex", "unhex", "bitmaskToList", "bitmaskToArray", "tuple", "regionToName", "concatAssumeInjective", }; const std::unordered_set possibly_injective_function_names { "dictGetString", "dictGetUInt8", "dictGetUInt16", "dictGetUInt32", "dictGetUInt64", "dictGetInt8", "dictGetInt16", "dictGetInt32", "dictGetInt64", "dictGetFloat32", "dictGetFloat64", "dictGetDate", "dictGetDateTime" }; void optimizeGroupBy(ASTSelectQuery * select_query, const NameSet & source_columns, const Context & context) { if (!(select_query && select_query->group_expression_list)) return; const auto is_literal = [] (const ASTPtr & ast) { return typeid_cast(ast.get()); }; auto & group_exprs = select_query->group_expression_list->children; /// removes expression at index idx by making it last one and calling .pop_back() const auto remove_expr_at_index = [&group_exprs] (const size_t idx) { if (idx < group_exprs.size() - 1) std::swap(group_exprs[idx], group_exprs.back()); group_exprs.pop_back(); }; /// iterate over each GROUP BY expression, eliminate injective function calls and literals for (size_t i = 0; i < group_exprs.size();) { if (const auto function = typeid_cast(group_exprs[i].get())) { /// assert function is injective if (possibly_injective_function_names.count(function->name)) { /// do not handle semantic errors here if (function->arguments->children.size() < 2) { ++i; continue; } const auto & dict_name = typeid_cast(*function->arguments->children[0]) .value.safeGet(); const auto & dict_ptr = context.getExternalDictionaries().getDictionary(dict_name); const auto & attr_name = typeid_cast(*function->arguments->children[1]) .value.safeGet(); if (!dict_ptr->isInjective(attr_name)) { ++i; continue; } } else if (!injective_function_names.count(function->name)) { ++i; continue; } /// copy shared pointer to args in order to ensure lifetime auto args_ast = function->arguments; /** remove function call and take a step back to ensure * next iteration does not skip not yet processed data */ remove_expr_at_index(i); /// copy non-literal arguments std::remove_copy_if( std::begin(args_ast->children), std::end(args_ast->children), std::back_inserter(group_exprs), is_literal ); } else if (is_literal(group_exprs[i])) { remove_expr_at_index(i); } else { /// if neither a function nor literal - advance to next expression ++i; } } if (group_exprs.empty()) { /** You can not completely remove GROUP BY. Because if there were no aggregate functions, then it turns out that there will be no aggregation. * Instead, leave `GROUP BY const`. * Next, see deleting the constants in the analyzeAggregation method. */ /// You must insert a constant that is not the name of the column in the table. Such a case is rare, but it happens. UInt64 unused_column = 0; String unused_column_name = toString(unused_column); while (source_columns.count(unused_column_name)) { ++unused_column; unused_column_name = toString(unused_column); } select_query->group_expression_list = std::make_shared(); select_query->group_expression_list->children.emplace_back(std::make_shared(UInt64(unused_column))); } } void optimizeOrderBy(const ASTSelectQuery * select_query) { if (!(select_query && select_query->order_expression_list)) return; /// Make unique sorting conditions. using NameAndLocale = std::pair; std::set elems_set; ASTs & elems = select_query->order_expression_list->children; ASTs unique_elems; unique_elems.reserve(elems.size()); for (const auto & elem : elems) { String name = elem->children.front()->getColumnName(); const ASTOrderByElement & order_by_elem = typeid_cast(*elem); if (elems_set.emplace(name, order_by_elem.collation ? order_by_elem.collation->getColumnName() : "").second) unique_elems.emplace_back(elem); } if (unique_elems.size() < elems.size()) elems = unique_elems; } void optimizeLimitBy(const ASTSelectQuery * select_query) { if (!(select_query && select_query->limit_by_expression_list)) return; std::set elems_set; ASTs & elems = select_query->limit_by_expression_list->children; ASTs unique_elems; unique_elems.reserve(elems.size()); for (const auto & elem : elems) { if (elems_set.emplace(elem->getColumnName()).second) unique_elems.emplace_back(elem); } if (unique_elems.size() < elems.size()) elems = unique_elems; } void optimizeUsing(const ASTSelectQuery * select_query) { if (!select_query) return; auto node = const_cast(select_query->join()); if (!node) return; auto table_join = static_cast(&*node->table_join); if (!(table_join && table_join->using_expression_list)) return; ASTs & expression_list = table_join->using_expression_list->children; ASTs uniq_expressions_list; std::set expressions_names; for (const auto & expression : expression_list) { auto expression_name = expression->getAliasOrColumnName(); if (expressions_names.find(expression_name) == expressions_names.end()) { uniq_expressions_list.push_back(expression); expressions_names.insert(expression_name); } } if (uniq_expressions_list.size() < expression_list.size()) expression_list = uniq_expressions_list; } void getArrayJoinedColumns(SyntaxAnalyzerResult & result, const ASTSelectQuery * select_query, const Names & source_columns, const NameSet & source_columns_set) { if (select_query && select_query->array_join_expression_list()) { ASTs & array_join_asts = select_query->array_join_expression_list()->children; for (const auto & ast : array_join_asts) { const String nested_table_name = ast->getColumnName(); const String nested_table_alias = ast->getAliasOrColumnName(); if (nested_table_alias == nested_table_name && !typeid_cast(ast.get())) throw Exception("No alias for non-trivial value in ARRAY JOIN: " + nested_table_name, ErrorCodes::ALIAS_REQUIRED); if (result.array_join_alias_to_name.count(nested_table_alias) || result.aliases.count(nested_table_alias)) throw Exception("Duplicate alias in ARRAY JOIN: " + nested_table_alias, ErrorCodes::MULTIPLE_EXPRESSIONS_FOR_ALIAS); result.array_join_alias_to_name[nested_table_alias] = nested_table_name; result.array_join_name_to_alias[nested_table_name] = nested_table_alias; } { ArrayJoinedColumnsVisitor visitor(result.array_join_name_to_alias, result.array_join_alias_to_name, result.array_join_result_to_source); visitor.visit(result.query); } /// If the result of ARRAY JOIN is not used, it is necessary to ARRAY-JOIN any column, /// to get the correct number of rows. if (result.array_join_result_to_source.empty()) { ASTPtr expr = select_query->array_join_expression_list()->children.at(0); String source_name = expr->getColumnName(); String result_name = expr->getAliasOrColumnName(); /// This is an array. if (!typeid_cast(expr.get()) || source_columns_set.count(source_name)) { result.array_join_result_to_source[result_name] = source_name; } else /// This is a nested table. { bool found = false; for (const auto & column_name : source_columns) { auto splitted = Nested::splitName(column_name); if (splitted.first == source_name && !splitted.second.empty()) { result.array_join_result_to_source[Nested::concatenateName(result_name, splitted.second)] = column_name; found = true; break; } } if (!found) throw Exception("No columns in nested table " + source_name, ErrorCodes::EMPTY_NESTED_TABLE); } } } } void collectJoinedColumnsFromJoinOnExpr(AnalyzedJoin & analyzed_join, const ASTSelectQuery * select_query, const NameSet & source_columns, const Context & context) { const auto & tables = static_cast(*select_query->tables); const auto * left_tables_element = static_cast(tables.children.at(0).get()); const auto * right_tables_element = select_query->join(); if (!left_tables_element || !right_tables_element) return; const auto & table_join = static_cast(*right_tables_element->table_join); if (!table_join.on_expression) return; const auto & left_table_expression = static_cast(*left_tables_element->table_expression); const auto & right_table_expression = static_cast(*right_tables_element->table_expression); DatabaseAndTableWithAlias left_source_names(left_table_expression, context.getCurrentDatabase()); DatabaseAndTableWithAlias right_source_names(right_table_expression, context.getCurrentDatabase()); /// Stores examples of columns which are only from one table. struct TableBelonging { const ASTIdentifier * example_only_from_left = nullptr; const ASTIdentifier * example_only_from_right = nullptr; }; /// Check all identifiers in ast and decide their possible table belonging. /// Throws if there are two identifiers definitely from different tables. std::function get_table_belonging; get_table_belonging = [&](const ASTPtr & ast) -> TableBelonging { auto * identifier = typeid_cast(ast.get()); if (identifier) { if (identifier->general()) { auto left_num_components = getNumComponentsToStripInOrderToTranslateQualifiedName(*identifier, left_source_names); auto right_num_components = getNumComponentsToStripInOrderToTranslateQualifiedName(*identifier, right_source_names); /// Assume that component from definite table if num_components is greater than for the other table. if (left_num_components > right_num_components) return {identifier, nullptr}; if (left_num_components < right_num_components) return {nullptr, identifier}; } return {}; } TableBelonging table_belonging; for (const auto & child : ast->children) { auto children_belonging = get_table_belonging(child); if (!table_belonging.example_only_from_left) table_belonging.example_only_from_left = children_belonging.example_only_from_left; if (!table_belonging.example_only_from_right) table_belonging.example_only_from_right = children_belonging.example_only_from_right; } if (table_belonging.example_only_from_left && table_belonging.example_only_from_right) throw Exception("Invalid columns in JOIN ON section. Columns " + table_belonging.example_only_from_left->getAliasOrColumnName() + " and " + table_belonging.example_only_from_right->getAliasOrColumnName() + " are from different tables.", ErrorCodes::INVALID_JOIN_ON_EXPRESSION); return table_belonging; }; std::function translate_qualified_names; translate_qualified_names = [&](ASTPtr & ast, const DatabaseAndTableWithAlias & source_names, bool right_table) { if (auto * identifier = typeid_cast(ast.get())) { if (identifier->general()) { auto num_components = getNumComponentsToStripInOrderToTranslateQualifiedName(*identifier, source_names); stripIdentifier(ast, num_components); if (right_table && source_columns.count(ast->getColumnName())) source_names.makeQualifiedName(ast); } return; } for (auto & child : ast->children) translate_qualified_names(child, source_names, right_table); }; const auto supported_syntax = " Supported syntax: JOIN ON Expr([table.]column, ...) = Expr([table.]column, ...) " "[AND Expr([table.]column, ...) = Expr([table.]column, ...) ...]"; auto throwSyntaxException = [&](const String & msg) { throw Exception("Invalid expression for JOIN ON. " + msg + supported_syntax, ErrorCodes::INVALID_JOIN_ON_EXPRESSION); }; /// For equal expression find out corresponding table for each part, translate qualified names and add asts to join keys. auto add_columns_from_equals_expr = [&](const ASTPtr & expr) { auto * func_equals = typeid_cast(expr.get()); if (!func_equals || func_equals->name != "equals") throwSyntaxException("Expected equals expression, got " + queryToString(expr) + "."); ASTPtr left_ast = func_equals->arguments->children.at(0)->clone(); ASTPtr right_ast = func_equals->arguments->children.at(1)->clone(); auto left_table_belonging = get_table_belonging(left_ast); auto right_table_belonging = get_table_belonging(right_ast); bool can_be_left_part_from_left_table = left_table_belonging.example_only_from_right == nullptr; bool can_be_left_part_from_right_table = left_table_belonging.example_only_from_left == nullptr; bool can_be_right_part_from_left_table = right_table_belonging.example_only_from_right == nullptr; bool can_be_right_part_from_right_table = right_table_belonging.example_only_from_left == nullptr; auto add_join_keys = [&](ASTPtr & ast_to_left_table, ASTPtr & ast_to_right_table) { translate_qualified_names(ast_to_left_table, left_source_names, false); translate_qualified_names(ast_to_right_table, right_source_names, true); analyzed_join.key_asts_left.push_back(ast_to_left_table); analyzed_join.key_names_left.push_back(ast_to_left_table->getColumnName()); analyzed_join.key_asts_right.push_back(ast_to_right_table); analyzed_join.key_names_right.push_back(ast_to_right_table->getAliasOrColumnName()); }; /// Default variant when all identifiers may be from any table. if (can_be_left_part_from_left_table && can_be_right_part_from_right_table) add_join_keys(left_ast, right_ast); else if (can_be_left_part_from_right_table && can_be_right_part_from_left_table) add_join_keys(right_ast, left_ast); else { auto * left_example = left_table_belonging.example_only_from_left ? left_table_belonging.example_only_from_left : left_table_belonging.example_only_from_right; auto * right_example = right_table_belonging.example_only_from_left ? right_table_belonging.example_only_from_left : right_table_belonging.example_only_from_right; auto left_name = queryToString(*left_example); auto right_name = queryToString(*right_example); auto expr_name = queryToString(expr); throwSyntaxException("In expression " + expr_name + " columns " + left_name + " and " + right_name + " are from the same table but from different arguments of equal function."); } }; auto * func = typeid_cast(table_join.on_expression.get()); if (func && func->name == "and") { for (const auto & expr : func->arguments->children) add_columns_from_equals_expr(expr); } else add_columns_from_equals_expr(table_join.on_expression); } void collectJoinedColumns(AnalyzedJoin & analyzed_join, const ASTSelectQuery * select_query, const NameSet & source_columns, const Context & context) { if (!select_query) return; const ASTTablesInSelectQueryElement * node = select_query->join(); if (!node) return; const auto & table_join = static_cast(*node->table_join); const auto & table_expression = static_cast(*node->table_expression); DatabaseAndTableWithAlias joined_table_name(table_expression, context.getCurrentDatabase()); auto add_name_to_join_keys = [&](Names & join_keys, ASTs & join_asts, const ASTPtr & ast, bool right_table) { String name; if (right_table) { name = ast->getAliasOrColumnName(); if (source_columns.count(name)) name = joined_table_name.getQualifiedNamePrefix() + name; } else name = ast->getColumnName(); join_keys.push_back(name); join_asts.push_back(ast); }; if (table_join.using_expression_list) { auto & keys = typeid_cast(*table_join.using_expression_list); for (const auto & key : keys.children) { add_name_to_join_keys(analyzed_join.key_names_left, analyzed_join.key_asts_left, key, false); add_name_to_join_keys(analyzed_join.key_names_right, analyzed_join.key_asts_right, key, true); } } else if (table_join.on_expression) collectJoinedColumnsFromJoinOnExpr(analyzed_join, select_query, source_columns, context); auto & columns_from_joined_table = analyzed_join.getColumnsFromJoinedTable(source_columns, context, select_query); NameSet joined_columns; auto & settings = context.getSettingsRef(); for (auto & column : columns_from_joined_table) { auto & column_name = column.name_and_type.name; auto & column_type = column.name_and_type.type; auto & original_name = column.original_name; { if (joined_columns.count(column_name)) /// Duplicate columns in the subquery for JOIN do not make sense. continue; joined_columns.insert(column_name); bool make_nullable = settings.join_use_nulls && (table_join.kind == ASTTableJoin::Kind::Left || table_join.kind == ASTTableJoin::Kind::Full); auto type = make_nullable ? makeNullable(column_type) : column_type; analyzed_join.available_joined_columns.emplace_back(NameAndTypePair(column_name, std::move(type)), original_name); } } } void removeDuplicateColumns(NamesAndTypesList & columns) { std::set names; for (auto it = columns.begin(); it != columns.end();) { if (names.emplace(it->name).second) ++it; else columns.erase(it++); } } NamesAndTypesList collectSourceColumns(NamesAndTypesList source_columns, ASTSelectQuery * select_query, const Context & context, StoragePtr & storage) { if (!storage && select_query) { if (auto db_and_table = getDatabaseAndTable(*select_query, 0)) storage = context.tryGetTable(db_and_table->database, db_and_table->table); } if (storage) { auto physical_columns = storage->getColumns().getAllPhysical(); if (source_columns.empty()) source_columns.swap(physical_columns); else source_columns.insert(source_columns.end(), physical_columns.begin(), physical_columns.end()); if (select_query) { const auto & storage_aliases = storage->getColumns().aliases; source_columns.insert(source_columns.end(), storage_aliases.begin(), storage_aliases.end()); } } removeDuplicateColumns(source_columns); return source_columns; } } SyntaxAnalyzerResult SyntaxAnalyzer::analyze(const ASTPtr & query, const Context & context, const StoragePtr & storage, NamesAndTypesList source_columns, const Names & required_result_columns, size_t subquery_depth) const { SyntaxAnalyzerResult result; result.storage = storage; result.query = query; // ->clone(); auto * select_query = typeid_cast(result.query.get()); result.source_columns = collectSourceColumns(std::move(source_columns), select_query, context, result.storage); const auto & settings = context.getSettingsRef(); Names source_columns_list; source_columns_list.reserve(result.source_columns.size()); for (const auto & type_name : result.source_columns) source_columns_list.emplace_back(type_name.name); NameSet source_columns_set(source_columns_list.begin(), source_columns_list.end()); translateQualifiedNames(result.query, select_query, source_columns_set, context); /// Depending on the user's profile, check for the execution rights /// distributed subqueries inside the IN or JOIN sections and process these subqueries. InJoinSubqueriesPreprocessor(context).process(select_query); /// Optimizes logical expressions. LogicalExpressionsOptimizer(select_query, settings.optimize_min_equality_disjunction_chain_length.value).perform(); /// Creates a dictionary `aliases`: alias -> ASTPtr { LogAST log; QueryAliasesVisitor query_aliases_visitor(result.aliases, log.stream()); query_aliases_visitor.visit(query); } /// Common subexpression elimination. Rewrite rules. normalizeTree(result, source_columns_list, source_columns_set, storage, context, select_query, settings.asterisk_left_columns_only != 0); /// Remove unneeded columns according to 'required_result_columns'. /// Leave all selected columns in case of DISTINCT; columns that contain arrayJoin function inside. /// Must be after 'normalizeTree' (after expanding aliases, for aliases not get lost) /// and before 'executeScalarSubqueries', 'analyzeAggregation', etc. to avoid excessive calculations. removeUnneededColumnsFromSelectClause(select_query, required_result_columns); /// Executing scalar subqueries - replacing them with constant values. executeScalarSubqueries(result, select_query, context, subquery_depth); /// Optimize if with constant condition after constants was substituted instead of sclalar subqueries. optimizeIfWithConstantCondition(result.query, result.aliases); /// GROUP BY injective function elimination. optimizeGroupBy(select_query, source_columns_set, context); /// Remove duplicate items from ORDER BY. optimizeOrderBy(select_query); // Remove duplicated elements from LIMIT BY clause. optimizeLimitBy(select_query); /// Remove duplicated columns from USING(...). optimizeUsing(select_query); /// array_join_alias_to_name, array_join_result_to_source. getArrayJoinedColumns(result, select_query, source_columns_list, source_columns_set); /// Push the predicate expression down to the subqueries. result.rewrite_subqueries = PredicateExpressionsOptimizer(select_query, settings, context).optimize(); collectJoinedColumns(result.analyzed_join, select_query, source_columns_set, context); return result; } }