#include #include #include #include #include #include #include #include #include #include #include #include namespace DB { namespace ErrorCodes { extern const int LOGICAL_ERROR; } namespace { /// Finds expression like x = 'y' or f(x) = 'y', /// where `x` is identifier, 'y' is literal and `f` is injective functions. ASTPtr getFixedPoint(const ASTPtr & ast, const ContextPtr & context) { const auto * func = ast->as(); if (!func || func->name != "equals") return nullptr; if (!func->arguments || func->arguments->children.size() != 2) return nullptr; const auto & lhs = func->arguments->children[0]; const auto & rhs = func->arguments->children[1]; if (!lhs->as() && !rhs->as()) return nullptr; /// Case of two literals doesn't make sense. if (lhs->as() && rhs->as()) return nullptr; /// If indetifier is wrapped into injective functions, remove them. auto argument = lhs->as() ? rhs : lhs; while (const auto * arg_func = argument->as()) { if (!arg_func->arguments || arg_func->arguments->children.size() != 1) return nullptr; auto func_resolver = FunctionFactory::instance().tryGet(arg_func->name, context); if (!func_resolver || !func_resolver->isInjective({})) return nullptr; argument = arg_func->arguments->children[0]; } return argument->as() ? argument : nullptr; } NameSet getFixedSortingColumns( const ASTSelectQuery & query, const Names & sorting_key_columns, const ContextPtr & context) { ASTPtr condition; if (query.where() && query.prewhere()) condition = makeASTFunction("and", query.where(), query.prewhere()); else if (query.where()) condition = query.where(); else if (query.prewhere()) condition = query.prewhere(); if (!condition) return {}; /// Convert condition to CNF for more convenient analysis. auto cnf = TreeCNFConverter::tryConvertToCNF(condition); if (!cnf) return {}; NameSet fixed_points; NameSet sorting_key_columns_set(sorting_key_columns.begin(), sorting_key_columns.end()); /// If we met expression like 'column = x', where 'x' is literal, /// in clause of size 1 in CNF, then we can guarantee /// that in all filtered rows 'column' will be equal to 'x'. cnf->iterateGroups([&](const auto & group) { if (group.size() == 1 && !group.begin()->negative) { auto fixed_point = getFixedPoint(group.begin()->ast, context); if (fixed_point) { auto column_name = fixed_point->getColumnName(); if (sorting_key_columns_set.contains(column_name)) fixed_points.insert(column_name); } } }); return fixed_points; } struct MatchResult { /// One of {-1, 0, 1} - direction of the match. 0 means - doesn't match. int direction = 0; /// If true then current key must be the last in the matched prefix of sort description. bool is_last_key = false; }; /// Optimize in case of exact match with order key element /// or in some simple cases when order key element is wrapped into monotonic function. MatchResult matchSortDescriptionAndKey( const ExpressionActions::Actions & actions, const SortColumnDescription & sort_column, const String & sorting_key_column) { /// If required order depend on collation, it cannot be matched with primary key order. /// Because primary keys cannot have collations. if (sort_column.collator) return {}; MatchResult result{sort_column.direction, false}; /// For the path: order by (sort_column, ...) if (sort_column.column_name == sorting_key_column) return result; /// For the path: order by (function(sort_column), ...) /// Allow only one simple monotonic functions with one argument /// Why not allow multi monotonic functions? bool found_function = false; for (const auto & action : actions) { if (action.node->type != ActionsDAG::ActionType::FUNCTION) continue; if (found_function) return {}; found_function = true; if (action.node->children.size() != 1 || action.node->children.at(0)->result_name != sorting_key_column) return {}; const auto & func = *action.node->function_base; if (!func.hasInformationAboutMonotonicity()) return {}; auto monotonicity = func.getMonotonicityForRange(*func.getArgumentTypes().at(0), {}, {}); if (!monotonicity.is_monotonic) return {}; /// If function is not strict monotonic, it can break order /// if it's not last in the prefix of sort description. /// E.g. if we have ORDER BY (d, u) -- ('2020-01-01', 1), ('2020-01-02', 0), ('2020-01-03', 1) /// ORDER BY (toStartOfMonth(d), u) -- ('2020-01-01', 1), ('2020-01-01', 0), ('2020-01-01', 1) if (!monotonicity.is_strict) result.is_last_key = true; if (!monotonicity.is_positive) result.direction *= -1; } if (!found_function) return {}; return result; } } ReadInOrderOptimizer::ReadInOrderOptimizer( const ASTSelectQuery & query_, const ManyExpressionActions & elements_actions_, const SortDescription & required_sort_description_, const TreeRewriterResultPtr & syntax_result) : elements_actions(elements_actions_) , required_sort_description(required_sort_description_) , query(query_) { if (elements_actions.size() != required_sort_description.size()) throw Exception(ErrorCodes::LOGICAL_ERROR, "Sizes of sort description and actions are mismatched"); /// Do not analyze joined columns. /// They may have aliases and come to description as is. /// We can mismatch them with order key columns at stage of fetching columns. forbidden_columns = syntax_result->getArrayJoinSourceNameSet(); // array join result columns cannot be used in alias expansion. array_join_result_to_source = syntax_result->array_join_result_to_source; } InputOrderInfoPtr ReadInOrderOptimizer::getInputOrderImpl( const StorageMetadataPtr & metadata_snapshot, const SortDescription & description, const ManyExpressionActions & actions, const ContextPtr & context, UInt64 limit) const { const Names & sorting_key_columns = metadata_snapshot->getSortingKeyColumns(); int read_direction = description.at(0).direction; auto fixed_sorting_columns = getFixedSortingColumns(query, sorting_key_columns, context); SortDescription sort_description_for_merging; sort_description_for_merging.reserve(description.size()); size_t desc_pos = 0; size_t key_pos = 0; while (desc_pos < description.size() && key_pos < sorting_key_columns.size()) { if (forbidden_columns.contains(description[desc_pos].column_name)) break; auto match = matchSortDescriptionAndKey(actions[desc_pos]->getActions(), description[desc_pos], sorting_key_columns[key_pos]); bool is_matched = match.direction && (desc_pos == 0 || match.direction == read_direction); if (!is_matched) { /// If one of the sorting columns is constant after filtering, /// skip it, because it won't affect order anymore. if (fixed_sorting_columns.contains(sorting_key_columns[key_pos])) { ++key_pos; continue; } break; } if (desc_pos == 0) read_direction = match.direction; sort_description_for_merging.push_back(description[desc_pos]); ++desc_pos; ++key_pos; if (match.is_last_key) break; } if (sort_description_for_merging.empty()) return {}; return std::make_shared(std::move(sort_description_for_merging), key_pos, read_direction, limit); } InputOrderInfoPtr ReadInOrderOptimizer::getInputOrder( const StorageMetadataPtr & metadata_snapshot, ContextPtr context, UInt64 limit) const { if (!metadata_snapshot->hasSortingKey()) return {}; auto aliased_columns = metadata_snapshot->getColumns().getAliases(); /// Replace alias column with proper expressions. /// Currently we only support alias column without any function wrapper, /// i.e.: `order by aliased_column` can have this optimization, but `order by function(aliased_column)` can not. /// This suits most cases. if (context->getSettingsRef().optimize_respect_aliases && !aliased_columns.empty()) { SortDescription aliases_sort_description = required_sort_description; ManyExpressionActions aliases_actions = elements_actions; for (size_t i = 0; i < required_sort_description.size(); ++i) { if (!aliased_columns.contains(required_sort_description[i].column_name)) continue; auto column_expr = metadata_snapshot->getColumns().get(required_sort_description[i].column_name).default_desc.expression->clone(); replaceAliasColumnsInQuery(column_expr, metadata_snapshot->getColumns(), array_join_result_to_source, context); auto syntax_analyzer_result = TreeRewriter(context).analyze(column_expr, metadata_snapshot->getColumns().getAll()); auto expression_analyzer = ExpressionAnalyzer(column_expr, syntax_analyzer_result, context); aliases_sort_description[i].column_name = column_expr->getColumnName(); aliases_actions[i] = expression_analyzer.getActions(true); } return getInputOrderImpl(metadata_snapshot, aliases_sort_description, aliases_actions, context, limit); } return getInputOrderImpl(metadata_snapshot, required_sort_description, elements_actions, context, limit); } }