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813 lines
28 KiB
C++
813 lines
28 KiB
C++
#include <Core/Settings.h>
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#include <Interpreters/TreeOptimizer.h>
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#include <Interpreters/TreeRewriter.h>
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#include <Interpreters/OptimizeIfChains.h>
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#include <Interpreters/OptimizeIfWithConstantConditionVisitor.h>
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#include <Interpreters/WhereConstraintsOptimizer.h>
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#include <Interpreters/SubstituteColumnOptimizer.h>
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#include <Interpreters/TreeCNFConverter.h>
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#include <Interpreters/ArithmeticOperationsInAgrFuncOptimize.h>
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#include <Interpreters/DuplicateOrderByVisitor.h>
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#include <Interpreters/GroupByFunctionKeysVisitor.h>
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#include <Interpreters/AggregateFunctionOfGroupByKeysVisitor.h>
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#include <Interpreters/RemoveInjectiveFunctionsVisitor.h>
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#include <Interpreters/FunctionMaskingArgumentCheckVisitor.h>
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#include <Interpreters/RedundantFunctionsInOrderByVisitor.h>
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#include <Interpreters/RewriteCountVariantsVisitor.h>
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#include <Interpreters/MonotonicityCheckVisitor.h>
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#include <Interpreters/ConvertStringsToEnumVisitor.h>
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#include <Interpreters/ConvertFunctionOrLikeVisitor.h>
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#include <Interpreters/RewriteFunctionToSubcolumnVisitor.h>
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#include <Interpreters/Context.h>
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#include <Interpreters/ExternalDictionariesLoader.h>
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#include <Interpreters/GatherFunctionQuantileVisitor.h>
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#include <Interpreters/RewriteSumIfFunctionVisitor.h>
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#include <Interpreters/RewriteArrayExistsFunctionVisitor.h>
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#include <Interpreters/OptimizeDateOrDateTimeConverterWithPreimageVisitor.h>
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#include <Parsers/ASTExpressionList.h>
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#include <Parsers/ASTFunction.h>
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#include <Parsers/ASTLiteral.h>
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#include <Parsers/ASTOrderByElement.h>
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#include <Parsers/ASTSelectQuery.h>
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#include <Parsers/ASTSubquery.h>
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#include <Parsers/ASTSelectWithUnionQuery.h>
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#include <Parsers/ASTTablesInSelectQuery.h>
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#include <Functions/FunctionFactory.h>
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#include <Functions/UserDefined/UserDefinedExecutableFunctionFactory.h>
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#include <Storages/IStorage.h>
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namespace DB
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{
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namespace ErrorCodes
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{
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extern const int LOGICAL_ERROR;
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extern const int UNKNOWN_TYPE_OF_AST_NODE;
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}
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namespace
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{
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const std::unordered_set<String> possibly_injective_function_names
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{
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"dictGet",
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"dictGetString",
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"dictGetUInt8",
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"dictGetUInt16",
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"dictGetUInt32",
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"dictGetUInt64",
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"dictGetInt8",
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"dictGetInt16",
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"dictGetInt32",
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"dictGetInt64",
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"dictGetFloat32",
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"dictGetFloat64",
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"dictGetDate",
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"dictGetDateTime"
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};
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/** You can not completely remove GROUP BY. Because if there were no aggregate functions, then it turns out that there will be no aggregation.
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* Instead, leave `GROUP BY const`.
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* Next, see deleting the constants in the analyzeAggregation method.
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*/
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void appendUnusedGroupByColumn(ASTSelectQuery * select_query)
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{
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/// You must insert a constant that is not the name of the column in the table. Such a case is rare, but it happens.
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/// Also start unused_column integer must not intersect with ([1, source_columns.size()])
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/// might be in positional GROUP BY.
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select_query->setExpression(ASTSelectQuery::Expression::GROUP_BY, std::make_shared<ASTExpressionList>());
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select_query->groupBy()->children.emplace_back(std::make_shared<ASTLiteral>(static_cast<Int64>(-1)));
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}
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/// Eliminates injective function calls and constant expressions from group by statement.
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void optimizeGroupBy(ASTSelectQuery * select_query, ContextPtr context)
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{
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const FunctionFactory & function_factory = FunctionFactory::instance();
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if (!select_query->groupBy())
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return;
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const auto is_literal = [] (const ASTPtr & ast) -> bool
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{
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return ast->as<ASTLiteral>();
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};
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auto & group_exprs = select_query->groupBy()->children;
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/// removes expression at index idx by making it last one and calling .pop_back()
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const auto remove_expr_at_index = [&group_exprs] (const size_t idx)
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{
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if (idx < group_exprs.size() - 1)
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std::swap(group_exprs[idx], group_exprs.back());
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group_exprs.pop_back();
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};
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const auto & settings = context->getSettingsRef();
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/// iterate over each GROUP BY expression, eliminate injective function calls and literals
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for (size_t i = 0; i < group_exprs.size();)
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{
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if (const auto * function = group_exprs[i]->as<ASTFunction>())
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{
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/// assert function is injective
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if (possibly_injective_function_names.contains(function->name))
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{
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/// do not handle semantic errors here
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if (function->arguments->children.size() < 2)
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{
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++i;
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continue;
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}
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const auto * dict_name_ast = function->arguments->children[0]->as<ASTLiteral>();
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const auto * attr_name_ast = function->arguments->children[1]->as<ASTLiteral>();
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if (!dict_name_ast || !attr_name_ast)
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{
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++i;
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continue;
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}
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const auto & dict_name = dict_name_ast->value.safeGet<String>();
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const auto & attr_name = attr_name_ast->value.safeGet<String>();
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const auto & dict_ptr = context->getExternalDictionariesLoader().getDictionary(dict_name, context);
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if (!dict_ptr->isInjective(attr_name))
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{
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++i;
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continue;
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}
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}
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else
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{
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FunctionOverloadResolverPtr function_builder = UserDefinedExecutableFunctionFactory::instance().tryGet(function->name, context);
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if (!function_builder)
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function_builder = function_factory.get(function->name, context);
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if (!function_builder->isInjective({}))
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{
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++i;
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continue;
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}
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}
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/// don't optimize functions that shadow any of it's arguments, e.g.:
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/// SELECT toString(dummy) as dummy FROM system.one GROUP BY dummy;
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if (!function->alias.empty())
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{
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FunctionMaskingArgumentCheckVisitor::Data data{.alias=function->alias};
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FunctionMaskingArgumentCheckVisitor(data).visit(function->arguments);
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if (data.is_rejected)
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{
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++i;
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continue;
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}
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}
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/// copy shared pointer to args in order to ensure lifetime
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auto args_ast = function->arguments;
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/** remove function call and take a step back to ensure
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* next iteration does not skip not yet processed data
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*/
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remove_expr_at_index(i);
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/// copy non-literal arguments
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std::remove_copy_if(
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std::begin(args_ast->children), std::end(args_ast->children),
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std::back_inserter(group_exprs), is_literal
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);
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}
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else if (is_literal(group_exprs[i]))
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{
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bool keep_position = false;
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if (settings.enable_positional_arguments)
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{
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const auto & value = group_exprs[i]->as<ASTLiteral>()->value;
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if (value.getType() == Field::Types::UInt64)
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{
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auto pos = value.get<UInt64>();
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if (pos > 0 && pos <= select_query->select()->children.size())
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keep_position = true;
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}
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}
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if (keep_position)
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++i;
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else
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remove_expr_at_index(i);
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}
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else
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{
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/// if neither a function nor literal - advance to next expression
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++i;
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}
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}
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if (group_exprs.empty())
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appendUnusedGroupByColumn(select_query);
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}
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struct GroupByKeysInfo
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{
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NameSet key_names; ///set of keys' short names
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bool has_function = false;
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};
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GroupByKeysInfo getGroupByKeysInfo(const ASTs & group_by_keys)
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{
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GroupByKeysInfo data;
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/// filling set with short names of keys
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for (const auto & group_key : group_by_keys)
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{
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/// for grouping sets case
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if (group_key->as<ASTExpressionList>())
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{
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const auto express_list_ast = group_key->as<const ASTExpressionList &>();
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for (const auto & group_elem : express_list_ast.children)
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{
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data.key_names.insert(group_elem->getColumnName());
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}
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}
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else
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{
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if (group_key->as<ASTFunction>())
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data.has_function = true;
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data.key_names.insert(group_key->getColumnName());
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}
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}
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return data;
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}
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/// Eliminates min/max/any-aggregators of functions of GROUP BY keys
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void optimizeAggregateFunctionsOfGroupByKeys(ASTSelectQuery * select_query, ASTPtr & node)
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{
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if (!select_query->groupBy())
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return;
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const auto & group_by_keys = select_query->groupBy()->children;
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GroupByKeysInfo group_by_keys_data = getGroupByKeysInfo(group_by_keys);
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SelectAggregateFunctionOfGroupByKeysVisitor::Data visitor_data{group_by_keys_data.key_names};
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SelectAggregateFunctionOfGroupByKeysVisitor(visitor_data).visit(node);
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}
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/// Remove duplicate items from ORDER BY.
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void optimizeDuplicatesInOrderBy(const ASTSelectQuery * select_query)
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{
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if (!select_query->orderBy())
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return;
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/// Make unique sorting conditions.
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using NameAndLocale = std::pair<String, String>;
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std::set<NameAndLocale> elems_set;
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ASTs & elems = select_query->orderBy()->children;
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ASTs unique_elems;
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unique_elems.reserve(elems.size());
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for (const auto & elem : elems)
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{
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String name = elem->children.front()->getColumnName();
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const auto & order_by_elem = elem->as<ASTOrderByElement &>();
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if (order_by_elem.with_fill /// Always keep elements WITH FILL as they affects other.
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|| elems_set.emplace(name, order_by_elem.collation ? order_by_elem.collation->getColumnName() : "").second)
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unique_elems.emplace_back(elem);
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}
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if (unique_elems.size() < elems.size())
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elems = std::move(unique_elems);
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}
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/// Return simple subselect (without UNIONs or JOINs or SETTINGS) if any
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const ASTSelectQuery * getSimpleSubselect(const ASTSelectQuery & select)
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{
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if (!select.tables())
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return nullptr;
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const auto & tables = select.tables()->children;
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if (tables.empty() || tables.size() != 1)
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return nullptr;
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const auto & ast_table_expression = tables[0]->as<ASTTablesInSelectQueryElement>()->table_expression;
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if (!ast_table_expression)
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return nullptr;
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const auto & table_expression = ast_table_expression->as<ASTTableExpression>();
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if (!table_expression->subquery)
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return nullptr;
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const auto & subquery = table_expression->subquery->as<ASTSubquery>();
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if (!subquery || subquery->children.size() != 1)
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return nullptr;
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const auto & subselect_union = subquery->children[0]->as<ASTSelectWithUnionQuery>();
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if (!subselect_union || !subselect_union->list_of_selects ||
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subselect_union->list_of_selects->children.size() != 1)
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return nullptr;
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const auto & subselect = subselect_union->list_of_selects->children[0]->as<ASTSelectQuery>();
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if (subselect && subselect->settings())
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return nullptr;
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return subselect;
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}
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std::unordered_set<String> getDistinctNames(const ASTSelectQuery & select)
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{
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if (!select.select() || select.select()->children.empty())
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return {};
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std::unordered_set<String> names;
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std::unordered_set<String> implicit_distinct;
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if (!select.distinct)
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{
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/// SELECT a, b FROM (SELECT DISTINCT a FROM ...)
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if (const ASTSelectQuery * subselect = getSimpleSubselect(select))
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implicit_distinct = getDistinctNames(*subselect);
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if (implicit_distinct.empty())
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return {};
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}
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/// Extract result column names (prefer aliases, ignore table name)
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for (const auto & id : select.select()->children)
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{
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String alias = id->tryGetAlias();
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if (const auto * identifier = id->as<ASTIdentifier>())
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{
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const String & name = identifier->shortName();
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if (select.distinct || implicit_distinct.contains(name))
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{
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if (alias.empty())
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names.insert(name);
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else
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names.insert(alias);
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}
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}
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else if (select.distinct && !alias.empty())
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{
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/// It's not possible to use getAliasOrColumnName() cause name is context specific (function arguments)
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names.insert(alias);
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}
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}
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/// SELECT a FROM (SELECT DISTINCT a, b FROM ...)
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if (!select.distinct && names.size() != implicit_distinct.size())
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return {};
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return names;
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}
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/// Replace monotonous functions in ORDER BY if they don't participate in GROUP BY expression,
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/// has a single argument and not an aggregate functions.
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void optimizeMonotonousFunctionsInOrderBy(ASTSelectQuery * select_query, ContextPtr context,
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const TablesWithColumns & tables_with_columns,
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const TreeRewriterResult & result)
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{
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auto order_by = select_query->orderBy();
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if (!order_by)
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return;
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/// Do not apply optimization for Distributed and Merge storages,
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/// because we can't get the sorting key of their underlying tables
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/// and we can break the matching of the sorting key for `read_in_order`
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/// optimization by removing monotonous functions from the prefix of key.
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if (result.is_remote_storage || (result.storage && result.storage->getName() == "Merge"))
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return;
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for (const auto & child : order_by->children)
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{
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auto * order_by_element = child->as<ASTOrderByElement>();
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if (!order_by_element || order_by_element->children.empty())
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throw Exception(ErrorCodes::UNKNOWN_TYPE_OF_AST_NODE, "Bad ORDER BY expression AST");
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if (order_by_element->with_fill)
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return;
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}
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std::unordered_set<String> group_by_hashes;
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if (auto group_by = select_query->groupBy())
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{
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if (select_query->group_by_with_grouping_sets)
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{
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for (auto & set : group_by->children)
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{
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for (auto & elem : set->children)
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{
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const auto hash = elem->getTreeHash(/*ignore_aliases=*/ true);
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const auto key = toString(hash);
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group_by_hashes.insert(key);
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}
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}
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}
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else
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{
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for (auto & elem : group_by->children)
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{
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const auto hash = elem->getTreeHash(/*ignore_aliases=*/ true);
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const auto key = toString(hash);
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group_by_hashes.insert(key);
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}
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}
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}
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auto sorting_key_columns = result.storage_snapshot ? result.storage_snapshot->metadata->getSortingKeyColumns() : Names{};
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bool is_sorting_key_prefix = true;
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for (size_t i = 0; i < order_by->children.size(); ++i)
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{
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auto * order_by_element = order_by->children[i]->as<ASTOrderByElement>();
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auto & ast_func = order_by_element->children[0];
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if (!ast_func->as<ASTFunction>())
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continue;
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if (i >= sorting_key_columns.size() || ast_func->getColumnName() != sorting_key_columns[i])
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is_sorting_key_prefix = false;
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/// If order by expression matches the sorting key, do not remove
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/// functions to allow execute reading in order of key.
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if (is_sorting_key_prefix)
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continue;
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MonotonicityCheckVisitor::Data data{tables_with_columns, context, group_by_hashes};
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MonotonicityCheckVisitor(data).visit(ast_func);
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if (!data.isRejected())
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{
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ast_func = data.identifier->clone();
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ast_func->setAlias("");
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if (!data.monotonicity.is_positive)
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order_by_element->direction *= -1;
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}
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}
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}
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/// If ORDER BY has argument x followed by f(x) transforms it to ORDER BY x.
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/// Optimize ORDER BY x, y, f(x), g(x, y), f(h(x)), t(f(x), g(x)) into ORDER BY x, y
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/// in case if f(), g(), h(), t() are deterministic (in scope of query).
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/// Don't optimize ORDER BY f(x), g(x), x even if f(x) is bijection for x or g(x).
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void optimizeRedundantFunctionsInOrderBy(const ASTSelectQuery * select_query, ContextPtr context)
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{
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const auto & order_by = select_query->orderBy();
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if (!order_by)
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return;
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for (const auto & child : order_by->children)
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{
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auto * order_by_element = child->as<ASTOrderByElement>();
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if (!order_by_element || order_by_element->children.empty())
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throw Exception(ErrorCodes::UNKNOWN_TYPE_OF_AST_NODE, "Bad ORDER BY expression AST");
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if (order_by_element->with_fill)
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return;
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}
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std::unordered_set<String> prev_keys;
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ASTs modified;
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modified.reserve(order_by->children.size());
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for (auto & order_by_element : order_by->children)
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{
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/// Order by contains ASTOrderByElement as children and meaning item only as a grand child.
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ASTPtr & name_or_function = order_by_element->children[0];
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if (name_or_function->as<ASTFunction>())
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{
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if (!prev_keys.empty())
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{
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RedundantFunctionsInOrderByVisitor::Data data{prev_keys, context};
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RedundantFunctionsInOrderByVisitor(data).visit(name_or_function);
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if (data.redundant)
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continue;
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}
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}
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/// @note Leave duplicate keys unchanged. They would be removed in optimizeDuplicatesInOrderBy()
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if (auto * identifier = name_or_function->as<ASTIdentifier>())
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prev_keys.emplace(getIdentifierName(identifier));
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modified.push_back(order_by_element);
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}
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if (modified.size() < order_by->children.size())
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order_by->children = std::move(modified);
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}
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/// Remove duplicate items from LIMIT BY.
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void optimizeLimitBy(const ASTSelectQuery * select_query)
|
|
{
|
|
if (!select_query->limitBy())
|
|
return;
|
|
|
|
std::set<String> elems_set;
|
|
|
|
ASTs & elems = select_query->limitBy()->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 = std::move(unique_elems);
|
|
}
|
|
|
|
/// Use constraints to get rid of useless parts of query
|
|
void optimizeWithConstraints(ASTSelectQuery * select_query,
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|
Aliases & /*aliases*/,
|
|
const NameSet & /*source_columns_set*/,
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|
const std::vector<TableWithColumnNamesAndTypes> & /*tables_with_columns*/,
|
|
const StorageMetadataPtr & metadata_snapshot,
|
|
const bool optimize_append_index)
|
|
{
|
|
WhereConstraintsOptimizer(select_query, metadata_snapshot, optimize_append_index).perform();
|
|
}
|
|
|
|
void optimizeSubstituteColumn(ASTSelectQuery * select_query,
|
|
Aliases & /*aliases*/,
|
|
const NameSet & /*source_columns_set*/,
|
|
const std::vector<TableWithColumnNamesAndTypes> & /*tables_with_columns*/,
|
|
const StorageMetadataPtr & metadata_snapshot,
|
|
const ConstStoragePtr & storage)
|
|
{
|
|
SubstituteColumnOptimizer(select_query, metadata_snapshot, storage).perform();
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|
}
|
|
|
|
/// Transform WHERE to CNF for more convenient optimization.
|
|
bool convertQueryToCNF(ASTSelectQuery * select_query)
|
|
{
|
|
if (select_query->where())
|
|
{
|
|
auto cnf_form = TreeCNFConverter::tryConvertToCNF(select_query->where());
|
|
if (!cnf_form)
|
|
return false;
|
|
|
|
cnf_form->pushNotInFunctions();
|
|
select_query->refWhere() = TreeCNFConverter::fromCNF(*cnf_form);
|
|
return true;
|
|
}
|
|
|
|
return false;
|
|
}
|
|
|
|
/// Remove duplicated columns from USING(...).
|
|
void optimizeUsing(const ASTSelectQuery * select_query)
|
|
{
|
|
if (!select_query->join())
|
|
return;
|
|
|
|
const auto * table_join = select_query->join()->table_join->as<ASTTableJoin>();
|
|
if (!(table_join && table_join->using_expression_list))
|
|
return;
|
|
|
|
ASTs & expression_list = table_join->using_expression_list->children;
|
|
ASTs uniq_expressions_list;
|
|
|
|
std::set<String> 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 optimizeAggregationFunctions(ASTPtr & query)
|
|
{
|
|
/// Move arithmetic operations out of aggregation functions
|
|
ArithmeticOperationsInAgrFuncVisitor::Data data;
|
|
ArithmeticOperationsInAgrFuncVisitor(data).visit(query);
|
|
}
|
|
|
|
void optimizeSumIfFunctions(ASTPtr & query)
|
|
{
|
|
RewriteSumIfFunctionVisitor::Data data = {};
|
|
RewriteSumIfFunctionVisitor(data).visit(query);
|
|
}
|
|
|
|
void optimizeArrayExistsFunctions(ASTPtr & query)
|
|
{
|
|
RewriteArrayExistsFunctionVisitor::Data data = {};
|
|
RewriteArrayExistsFunctionVisitor(data).visit(query);
|
|
}
|
|
|
|
void optimizeMultiIfToIf(ASTPtr & query)
|
|
{
|
|
OptimizeMultiIfToIfVisitor::Data data;
|
|
OptimizeMultiIfToIfVisitor(data).visit(query);
|
|
}
|
|
|
|
void optimizeInjectiveFunctionsInsideUniq(ASTPtr & query, ContextPtr context)
|
|
{
|
|
RemoveInjectiveFunctionsVisitor::Data data(context);
|
|
RemoveInjectiveFunctionsVisitor(data).visit(query);
|
|
}
|
|
|
|
void optimizeDateFilters(ASTSelectQuery * select_query, const std::vector<TableWithColumnNamesAndTypes> & tables_with_columns, ContextPtr context)
|
|
{
|
|
/// Predicates in HAVING clause has been moved to WHERE clause.
|
|
if (select_query->where())
|
|
{
|
|
OptimizeDateOrDateTimeConverterWithPreimageVisitor::Data data{tables_with_columns, context};
|
|
OptimizeDateOrDateTimeConverterWithPreimageVisitor(data).visit(select_query->refWhere());
|
|
}
|
|
if (select_query->prewhere())
|
|
{
|
|
OptimizeDateOrDateTimeConverterWithPreimageVisitor::Data data{tables_with_columns, context};
|
|
OptimizeDateOrDateTimeConverterWithPreimageVisitor(data).visit(select_query->refPrewhere());
|
|
}
|
|
}
|
|
|
|
void transformIfStringsIntoEnum(ASTPtr & query)
|
|
{
|
|
std::unordered_set<String> function_names = {"if", "transform"};
|
|
std::unordered_set<String> used_as_argument;
|
|
|
|
FindUsedFunctionsVisitor::Data used_data{function_names, used_as_argument};
|
|
FindUsedFunctionsVisitor(used_data).visit(query);
|
|
|
|
ConvertStringsToEnumVisitor::Data convert_data{used_as_argument};
|
|
ConvertStringsToEnumVisitor(convert_data).visit(query);
|
|
}
|
|
|
|
void optimizeFunctionsToSubcolumns(ASTPtr & query, const StorageMetadataPtr & metadata_snapshot)
|
|
{
|
|
RewriteFunctionToSubcolumnVisitor::Data data{metadata_snapshot};
|
|
RewriteFunctionToSubcolumnVisitor(data).visit(query);
|
|
}
|
|
|
|
void optimizeOrLikeChain(ASTPtr & query)
|
|
{
|
|
ConvertFunctionOrLikeVisitor::Data data = {};
|
|
ConvertFunctionOrLikeVisitor(data).visit(query);
|
|
}
|
|
|
|
}
|
|
|
|
void TreeOptimizer::optimizeIf(ASTPtr & query, Aliases & aliases, bool if_chain_to_multiif, bool multiif_to_if)
|
|
{
|
|
if (multiif_to_if)
|
|
optimizeMultiIfToIf(query);
|
|
|
|
/// Optimize if with constant condition after constants was substituted instead of scalar subqueries.
|
|
OptimizeIfWithConstantConditionVisitor(aliases).visit(query);
|
|
|
|
if (if_chain_to_multiif)
|
|
OptimizeIfChainsVisitor().visit(query);
|
|
}
|
|
|
|
void TreeOptimizer::optimizeCountConstantAndSumOne(ASTPtr & query, ContextPtr context)
|
|
{
|
|
RewriteCountVariantsVisitor(context).visit(query);
|
|
}
|
|
|
|
///eliminate functions of other GROUP BY keys
|
|
void TreeOptimizer::optimizeGroupByFunctionKeys(ASTSelectQuery * select_query)
|
|
{
|
|
if (!select_query->groupBy())
|
|
return;
|
|
|
|
auto group_by = select_query->groupBy();
|
|
const auto & group_by_keys = group_by->children;
|
|
|
|
ASTs modified; ///result
|
|
|
|
GroupByKeysInfo group_by_keys_data = getGroupByKeysInfo(group_by_keys);
|
|
|
|
if (!group_by_keys_data.has_function)
|
|
return;
|
|
|
|
GroupByFunctionKeysVisitor::Data visitor_data{group_by_keys_data.key_names};
|
|
GroupByFunctionKeysVisitor(visitor_data).visit(group_by);
|
|
|
|
modified.reserve(group_by_keys.size());
|
|
|
|
/// filling the result
|
|
for (const auto & group_key : group_by_keys)
|
|
if (group_by_keys_data.key_names.contains(group_key->getColumnName()))
|
|
modified.push_back(group_key);
|
|
|
|
/// modifying the input
|
|
group_by->children = modified;
|
|
}
|
|
|
|
void TreeOptimizer::apply(ASTPtr & query, TreeRewriterResult & result,
|
|
const std::vector<TableWithColumnNamesAndTypes> & tables_with_columns, ContextPtr context)
|
|
{
|
|
const auto & settings = context->getSettingsRef();
|
|
|
|
auto * select_query = query->as<ASTSelectQuery>();
|
|
if (!select_query)
|
|
throw Exception(ErrorCodes::LOGICAL_ERROR, "Select analyze for not select asts.");
|
|
|
|
if (settings.optimize_functions_to_subcolumns && result.storage_snapshot && result.storage->supportsSubcolumns())
|
|
optimizeFunctionsToSubcolumns(query, result.storage_snapshot->metadata);
|
|
|
|
/// Move arithmetic operations out of aggregation functions
|
|
if (settings.optimize_arithmetic_operations_in_aggregate_functions)
|
|
optimizeAggregationFunctions(query);
|
|
|
|
bool converted_to_cnf = false;
|
|
if (settings.convert_query_to_cnf)
|
|
converted_to_cnf = convertQueryToCNF(select_query);
|
|
|
|
if (converted_to_cnf && settings.optimize_using_constraints && result.storage_snapshot)
|
|
{
|
|
optimizeWithConstraints(select_query, result.aliases, result.source_columns_set,
|
|
tables_with_columns, result.storage_snapshot->metadata, settings.optimize_append_index);
|
|
|
|
if (settings.optimize_substitute_columns)
|
|
optimizeSubstituteColumn(select_query, result.aliases, result.source_columns_set,
|
|
tables_with_columns, result.storage_snapshot->metadata, result.storage);
|
|
}
|
|
|
|
/// Rewrite date filters to avoid the calls of converters such as toYear, toYYYYMM, etc.
|
|
optimizeDateFilters(select_query, tables_with_columns, context);
|
|
|
|
/// GROUP BY injective function elimination.
|
|
optimizeGroupBy(select_query, context);
|
|
|
|
/// GROUP BY functions of other keys elimination.
|
|
if (settings.optimize_group_by_function_keys)
|
|
optimizeGroupByFunctionKeys(select_query);
|
|
|
|
if (settings.optimize_normalize_count_variants)
|
|
optimizeCountConstantAndSumOne(query, context);
|
|
|
|
if (settings.optimize_rewrite_sum_if_to_count_if)
|
|
optimizeSumIfFunctions(query);
|
|
|
|
if (settings.optimize_rewrite_array_exists_to_has)
|
|
optimizeArrayExistsFunctions(query);
|
|
|
|
/// Remove injective functions inside uniq
|
|
if (settings.optimize_injective_functions_inside_uniq)
|
|
optimizeInjectiveFunctionsInsideUniq(query, context);
|
|
|
|
/// Eliminate min/max/any aggregators of functions of GROUP BY keys
|
|
if (settings.optimize_aggregators_of_group_by_keys
|
|
&& !select_query->group_by_with_totals
|
|
&& !select_query->group_by_with_rollup
|
|
&& !select_query->group_by_with_cube)
|
|
optimizeAggregateFunctionsOfGroupByKeys(select_query, query);
|
|
|
|
/// Remove functions from ORDER BY if its argument is also in ORDER BY
|
|
if (settings.optimize_redundant_functions_in_order_by)
|
|
optimizeRedundantFunctionsInOrderBy(select_query, context);
|
|
|
|
/// Replace monotonous functions with its argument
|
|
if (settings.optimize_monotonous_functions_in_order_by)
|
|
optimizeMonotonousFunctionsInOrderBy(select_query, context, tables_with_columns, result);
|
|
|
|
/// Remove duplicate items from ORDER BY.
|
|
/// Execute it after all order by optimizations,
|
|
/// because they can produce duplicated columns.
|
|
optimizeDuplicatesInOrderBy(select_query);
|
|
|
|
/// If function "if" has String-type arguments, transform them into enum
|
|
if (settings.optimize_if_transform_strings_to_enum)
|
|
transformIfStringsIntoEnum(query);
|
|
|
|
/// Remove duplicated elements from LIMIT BY clause.
|
|
optimizeLimitBy(select_query);
|
|
|
|
/// Remove duplicated columns from USING(...).
|
|
optimizeUsing(select_query);
|
|
|
|
if (settings.optimize_or_like_chain
|
|
&& settings.allow_hyperscan
|
|
&& settings.max_hyperscan_regexp_length == 0
|
|
&& settings.max_hyperscan_regexp_total_length == 0)
|
|
{
|
|
optimizeOrLikeChain(query);
|
|
}
|
|
}
|
|
|
|
}
|