ClickHouse/dbms/src/Interpreters/LogicalExpressionsOptimizer.cpp

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#include <DB/Interpreters/LogicalExpressionsOptimizer.h>
#include <DB/Parsers/IAST.h>
#include <DB/Parsers/ASTSelectQuery.h>
#include <DB/Parsers/ASTLiteral.h>
#include <DB/Parsers/queryToString.h>
#include <deque>
namespace DB
{
LogicalOrWithLeftHandSide::LogicalOrWithLeftHandSide(ASTFunction * or_function_, const std::string & expression_)
: or_function(or_function_), expression(expression_)
{
}
bool operator<(const LogicalOrWithLeftHandSide & lhs,
const LogicalOrWithLeftHandSide & rhs)
{
if (lhs.or_function < rhs.or_function)
return true;
if (lhs.or_function > rhs.or_function)
return false;
int val = lhs.expression.compare(rhs.expression);
if (val < 0)
return true;
if (val > 0)
return false;
return false;
}
LogicalExpressionsOptimizer::LogicalExpressionsOptimizer(ASTPtr root_)
: root(root_), select_query(typeid_cast<ASTSelectQuery *>(&*root))
{
}
void LogicalExpressionsOptimizer::optimizeDisjunctiveEqualityChains()
{
if (select_query == nullptr)
return;
/** 1. Поиск всех цепочек OR.
*/
collectDisjunctiveEqualityChains();
/** 2. Заменяем длинные цепочки на выражения IN.
*/
for (const auto & e : disjunctive_equalities_map)
{
const LogicalOrWithLeftHandSide & logical_or_with_lhs = e.first;
const Equalities & equalities = e.second;
/** Пропустить цепочку, если она слишком коротка или содержит данные разних типов.
*/
if (!mustTransform(equalities))
continue;
/** Создать новое выражение IN.
*/
auto in_expr = createInExpression(logical_or_with_lhs, equalities);
/** Вставить это выражение в запрос.
*/
ASTFunction * or_function = logical_or_with_lhs.or_function;
ASTExpressionList * expression_list = static_cast<ASTExpressionList *>(&*(or_function->children[0]));
auto & children = expression_list->children;
children.push_back(in_expr);
auto it = std::remove_if(children.begin(), children.end(), [&](const ASTPtr & node)
{
return std::binary_search(equalities.begin(), equalities.end(), node.get());
});
children.erase(it, children.end());
}
/** 3. Удалить узлы OR, которые имеют только один узел типа Function.
*/
fixBrokenOrExpressions();
}
void LogicalExpressionsOptimizer::collectDisjunctiveEqualityChains()
{
using Edge = std::pair<ASTPtr, ASTPtr>;
std::deque<Edge> to_visit;
to_visit.push_back(Edge(ASTPtr(), root));
while (!to_visit.empty())
{
auto edge = to_visit.front();
auto & from_node = edge.first;
auto & to_node = edge.second;
to_visit.pop_front();
bool found = false;
ASTFunction * function = typeid_cast<ASTFunction *>(&*to_node);
if ((function != nullptr) && (function->name == "or") && (function->children.size() == 1))
{
if (!from_node.isNull())
parent_map[function].push_back(from_node.get());
ASTExpressionList * expression_list = typeid_cast<ASTExpressionList *>(&*(function->children[0]));
if (expression_list != nullptr)
{
/// Цепочка элементов выражения OR.
for (auto child : expression_list->children)
{
ASTFunction * equals = typeid_cast<ASTFunction *>(&*child);
if ((equals != nullptr) && (equals->name == "equals") && (equals->children.size() == 1))
{
ASTExpressionList * equals_expression_list = typeid_cast<ASTExpressionList *>(&*(equals->children[0]));
if ((equals_expression_list != nullptr) && (equals_expression_list->children.size() == 2))
{
// Равенство c = xk
auto expr_lhs = queryToString(equals_expression_list->children[0]);
ASTLiteral * literal = typeid_cast<ASTLiteral *>(&*(equals_expression_list->children[1]));
if (literal != nullptr)
{
LogicalOrWithLeftHandSide logical_or_with_lhs(function, expr_lhs);
disjunctive_equalities_map[logical_or_with_lhs].push_back(equals);
found = true;
}
}
}
}
}
}
if (!found)
for (auto & child : to_node->children)
if (typeid_cast<ASTSelectQuery *>(&*child) == nullptr)
to_visit.push_back(Edge(to_node, child));
}
for (auto & e : disjunctive_equalities_map)
{
Equalities & equalities = e.second;
std::sort(equalities.begin(), equalities.end());
}
}
bool LogicalExpressionsOptimizer::mustTransform(const Equalities & equalities) const
{
const UInt64 mutation_threshold = 3;
if (equalities.size() < mutation_threshold)
return false;
auto first_expr = static_cast<ASTExpressionList *>(&*(equalities[0]->children[0]));
auto first_literal = static_cast<ASTLiteral *>(&*(first_expr->children[1]));
for (size_t i = 1; i < equalities.size(); ++i)
{
auto expr = static_cast<ASTExpressionList *>(&*(equalities[i]->children[0]));
auto literal = static_cast<ASTLiteral *>(&*(expr->children[1]));
if (literal->type != first_literal->type)
return false;
}
return true;
}
/// Создать новое выражение IN на основе цепочки OR.
/// Предполагается, что все нужны проверки уже сделаны в optimizeDisjunctiveEqualityChains.
LogicalExpressionsOptimizer::ASTFunctionPtr LogicalExpressionsOptimizer::createInExpression(const LogicalOrWithLeftHandSide & logical_or_with_lhs, const Equalities & equalities)
{
ASTPtr value_list = new ASTExpressionList;
for (auto function : equalities)
{
auto expr = static_cast<ASTExpressionList *>(&*(function->children[0]));
auto literal = static_cast<ASTLiteral *>(&*(expr->children[1]));
value_list->children.push_back(literal->clone());
}
auto function = equalities[0];
auto expr = static_cast<ASTExpressionList *>(&*(function->children[0]));
auto equals_expr_lhs = static_cast<ASTLiteral *>(&*(expr->children[0]));
ASTFunctionPtr tuple_function = new ASTFunction;
tuple_function->name = "tuple";
tuple_function->arguments = value_list;
tuple_function->children.push_back(tuple_function->arguments);
ASTPtr in_expr = new ASTExpressionList;
in_expr->children.push_back(equals_expr_lhs->clone());
in_expr->children.push_back(tuple_function);
ASTFunctionPtr in_function = new ASTFunction;
in_function->name = "in";
in_function->arguments = in_expr;
in_function->children.push_back(in_function->arguments);
return in_function;
}
void LogicalExpressionsOptimizer::fixBrokenOrExpressions()
{
for (const auto & e : disjunctive_equalities_map)
{
const LogicalOrWithLeftHandSide & logical_or_with_lhs = e.first;
const Equalities & equalities = e.second;
ASTFunction * or_function = logical_or_with_lhs.or_function;
ASTExpressionList * expression_list = static_cast<ASTExpressionList *>(&*(or_function->children[0]));
auto & children = expression_list->children;
if (children.size() == 1)
{
std::vector<IAST *> & parents = parent_map[or_function];
for (auto & parent : parents)
{
parent->children.push_back(children[0]);
auto it = std::remove(parent->children.begin(), parent->children.end(), or_function);
parent->children.erase(it, parent->children.end());
}
/// Если узел OR был корнем выражения WHERE, PREWHERE или HAVING, то следует обновить этот корень.
if (or_function == select_query->where_expression.get())
select_query->where_expression = children[0];
else if (or_function == select_query->prewhere_expression.get())
select_query->prewhere_expression = children[0];
else if (or_function == select_query->having_expression.get())
select_query->having_expression = children[0];
}
}
}
}