Add REDUCE function to openCypher
Reviewers: florijan, msantl Reviewed By: florijan Subscribers: pullbot Differential Revision: https://phabricator.memgraph.io/D1175
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@ -3,6 +3,7 @@
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## Next Release
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* Snapshot format changed (not backward compatible).
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* `reduce` function added.
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## v0.9.0
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@ -550,6 +550,7 @@ functions.
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`endsWith` | Check if the first argument ends with the second.
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`contains` | Check if the first argument has an element which is equal to the second argument.
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`all` | Check if all elements of a list satisfy a predicate.<br/>The syntax is: `all(variable IN list WHERE predicate)`.<br/> NOTE: Whenever possible, use Memgraph's lambda functions when [matching](#filtering-variable-length-paths) instead.
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`reduce` | Accumulate list elements into a single result by applying an expression. The syntax is:<br/>`reduce(accumulator = initial_value, variable IN list | expression)`.
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`assert` | Raises an exception reported to the client if the given argument is not `true`.
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`counter` | Generates integers that are guaranteed to be unique on the database level, for the given counter name.
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`counterSet` | Sets the counter with the given name to the given value.
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@ -76,6 +76,7 @@ BOOST_CLASS_EXPORT_IMPLEMENT(query::PropertyLookup);
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BOOST_CLASS_EXPORT_IMPLEMENT(query::LabelsTest);
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BOOST_CLASS_EXPORT_IMPLEMENT(query::Aggregation);
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BOOST_CLASS_EXPORT_IMPLEMENT(query::Function);
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BOOST_CLASS_EXPORT_IMPLEMENT(query::Reduce);
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BOOST_CLASS_EXPORT_IMPLEMENT(query::All);
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BOOST_CLASS_EXPORT_IMPLEMENT(query::ParameterLookup);
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BOOST_CLASS_EXPORT_IMPLEMENT(query::Create);
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@ -1391,6 +1391,81 @@ class Aggregation : public BinaryOperator {
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const unsigned int);
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};
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class Reduce : public Expression {
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friend class AstTreeStorage;
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public:
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DEFVISITABLE(TreeVisitor<TypedValue>);
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bool Accept(HierarchicalTreeVisitor &visitor) override {
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if (visitor.PreVisit(*this)) {
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accumulator_->Accept(visitor) && initializer_->Accept(visitor) &&
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identifier_->Accept(visitor) && list_->Accept(visitor) &&
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expression_->Accept(visitor);
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}
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return visitor.PostVisit(*this);
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}
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Reduce *Clone(AstTreeStorage &storage) const override {
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return storage.Create<Reduce>(
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accumulator_->Clone(storage), initializer_->Clone(storage),
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identifier_->Clone(storage), list_->Clone(storage),
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expression_->Clone(storage));
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}
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// None of these should be nullptr after construction.
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/// Identifier for the accumulating variable
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Identifier *accumulator_ = nullptr;
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/// Expression which produces the initial accumulator value.
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Expression *initializer_ = nullptr;
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/// Identifier for the list element.
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Identifier *identifier_ = nullptr;
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/// Expression which produces a list which will be reduced.
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Expression *list_ = nullptr;
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/// Expression which does the reduction, i.e. produces the new accumulator
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/// value.
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Expression *expression_ = nullptr;
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protected:
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Reduce(int uid, Identifier *accumulator, Expression *initializer,
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Identifier *identifier, Expression *list, Expression *expression)
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: Expression(uid),
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accumulator_(accumulator),
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initializer_(initializer),
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identifier_(identifier),
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list_(list),
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expression_(expression) {}
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private:
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friend class boost::serialization::access;
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BOOST_SERIALIZATION_SPLIT_MEMBER();
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template <class TArchive>
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void save(TArchive &ar, const unsigned int) const {
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ar << boost::serialization::base_object<Expression>(*this);
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SavePointer(ar, accumulator_);
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SavePointer(ar, initializer_);
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SavePointer(ar, identifier_);
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SavePointer(ar, list_);
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SavePointer(ar, expression_);
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}
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template <class TArchive>
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void load(TArchive &ar, const unsigned int) {
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ar >> boost::serialization::base_object<Expression>(*this);
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LoadPointer(ar, accumulator_);
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LoadPointer(ar, initializer_);
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LoadPointer(ar, identifier_);
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LoadPointer(ar, list_);
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LoadPointer(ar, expression_);
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}
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template <class TArchive>
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friend void boost::serialization::load_construct_data(TArchive &, Reduce *,
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const unsigned int);
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};
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// TODO: Think about representing All and Any as Reduce.
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class All : public Expression {
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friend class AstTreeStorage;
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@ -2847,6 +2922,8 @@ LOAD_AND_CONSTRUCT(query::LabelsTest, 0, nullptr,
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LOAD_AND_CONSTRUCT(query::Function, 0);
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LOAD_AND_CONSTRUCT(query::Aggregation, 0, nullptr, nullptr,
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query::Aggregation::Op::COUNT);
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LOAD_AND_CONSTRUCT(query::Reduce, 0, nullptr, nullptr, nullptr, nullptr,
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nullptr);
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LOAD_AND_CONSTRUCT(query::All, 0, nullptr, nullptr, nullptr);
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LOAD_AND_CONSTRUCT(query::ParameterLookup, 0);
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LOAD_AND_CONSTRUCT(query::NamedExpression, 0);
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@ -2906,6 +2983,7 @@ BOOST_CLASS_EXPORT_KEY(query::PropertyLookup);
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BOOST_CLASS_EXPORT_KEY(query::LabelsTest);
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BOOST_CLASS_EXPORT_KEY(query::Aggregation);
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BOOST_CLASS_EXPORT_KEY(query::Function);
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BOOST_CLASS_EXPORT_KEY(query::Reduce);
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BOOST_CLASS_EXPORT_KEY(query::All);
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BOOST_CLASS_EXPORT_KEY(query::ParameterLookup);
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BOOST_CLASS_EXPORT_KEY(query::Create);
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@ -14,6 +14,7 @@ class PropertyLookup;
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class LabelsTest;
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class Aggregation;
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class Function;
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class Reduce;
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class All;
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class ParameterLookup;
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class Create;
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@ -67,8 +68,8 @@ using TreeCompositeVisitor = ::utils::CompositeVisitor<
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GreaterEqualOperator, InListOperator, ListMapIndexingOperator,
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ListSlicingOperator, IfOperator, UnaryPlusOperator, UnaryMinusOperator,
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IsNullOperator, ListLiteral, MapLiteral, PropertyLookup, LabelsTest,
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Aggregation, Function, All, Create, Match, Return, With, Pattern, NodeAtom,
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EdgeAtom, Delete, Where, SetProperty, SetProperties, SetLabels,
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Aggregation, Function, Reduce, All, Create, Match, Return, With, Pattern,
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NodeAtom, EdgeAtom, Delete, Where, SetProperty, SetProperties, SetLabels,
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RemoveProperty, RemoveLabels, Merge, Unwind>;
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using TreeLeafVisitor = ::utils::LeafVisitor<Identifier, PrimitiveLiteral,
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@ -92,9 +93,9 @@ using TreeVisitor = ::utils::Visitor<
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LessEqualOperator, GreaterEqualOperator, InListOperator,
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ListMapIndexingOperator, ListSlicingOperator, IfOperator, UnaryPlusOperator,
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UnaryMinusOperator, IsNullOperator, ListLiteral, MapLiteral, PropertyLookup,
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LabelsTest, Aggregation, Function, All, ParameterLookup, Create, Match,
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Return, With, Pattern, NodeAtom, EdgeAtom, Delete, Where, SetProperty,
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SetProperties, SetLabels, RemoveProperty, RemoveLabels, Merge, Unwind,
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Identifier, PrimitiveLiteral, CreateIndex>;
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LabelsTest, Aggregation, Function, Reduce, All, ParameterLookup, Create,
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Match, Return, With, Pattern, NodeAtom, EdgeAtom, Delete, Where,
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SetProperty, SetProperties, SetLabels, RemoveProperty, RemoveLabels, Merge,
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Unwind, Identifier, PrimitiveLiteral, CreateIndex>;
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} // namespace query
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@ -865,6 +865,21 @@ antlrcpp::Any CypherMainVisitor::visitAtom(CypherParser::AtomContext *ctx) {
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Where *where = ctx->filterExpression()->where()->accept(this);
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return static_cast<Expression *>(
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storage_.Create<All>(ident, list_expr, where));
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} else if (ctx->REDUCE()) {
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auto *accumulator = storage_.Create<Identifier>(
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ctx->reduceExpression()->accumulator->accept(this).as<std::string>());
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Expression *initializer = ctx->reduceExpression()->initial->accept(this);
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auto *ident = storage_.Create<Identifier>(ctx->reduceExpression()
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->idInColl()
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->variable()
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->accept(this)
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.as<std::string>());
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Expression *list =
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ctx->reduceExpression()->idInColl()->expression()->accept(this);
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Expression *expr =
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ctx->reduceExpression()->expression().back()->accept(this);
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return static_cast<Expression *>(
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storage_.Create<Reduce>(accumulator, initializer, ident, list, expr));
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} else if (ctx->caseExpression()) {
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return static_cast<Expression *>(ctx->caseExpression()->accept(this));
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}
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@ -187,6 +187,7 @@ atom : literal
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| patternComprehension
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| ( FILTER SP? '(' SP? filterExpression SP? ')' )
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| ( EXTRACT SP? '(' SP? filterExpression SP? ( SP? '|' expression )? ')' )
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| ( REDUCE SP? '(' SP? reduceExpression SP? ')' )
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| ( ALL SP? '(' SP? filterExpression SP? ')' )
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| ( ANY SP? '(' SP? filterExpression SP? ')' )
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| ( NONE SP? '(' SP? filterExpression SP? ')' )
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@ -226,6 +227,8 @@ relationshipsPattern : nodePattern ( SP? patternElementChain )+ ;
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filterExpression : idInColl ( SP? where )? ;
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reduceExpression : accumulator=variable SP? '=' SP? initial=expression SP? ',' SP? idInColl SP? '|' SP? expression ;
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idInColl : variable SP IN SP expression ;
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functionInvocation : functionName SP? '(' SP? ( DISTINCT SP? )? ( expression SP? ( ',' SP? expression SP? )* )? ')' ;
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@ -327,6 +330,7 @@ symbolicName : UnescapedSymbolicName
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| EscapedSymbolicName
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| UNION
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| ALL
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| REDUCE
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| OPTIONAL
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| MATCH
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| UNWIND
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@ -380,6 +384,8 @@ UNION : ( 'U' | 'u' ) ( 'N' | 'n' ) ( 'I' | 'i' ) ( 'O' | 'o' ) ( 'N' | 'n' ) ;
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ALL : ( 'A' | 'a' ) ( 'L' | 'l' ) ( 'L' | 'l' ) ;
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REDUCE : ( 'R' | 'r' ) ( 'E' | 'e' ) ( 'D' | 'd' ) ( 'U' | 'u' ) ( 'C' | 'c' ) ( 'E' | 'e' ) ;
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OPTIONAL : ( 'O' | 'o' ) ( 'P' | 'p' ) ( 'T' | 't' ) ( 'I' | 'i' ) ( 'O' | 'o' ) ( 'N' | 'n' ) ( 'A' | 'a' ) ( 'L' | 'l' ) ;
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MATCH : ( 'M' | 'm' ) ( 'A' | 'a' ) ( 'T' | 't' ) ( 'C' | 'c' ) ( 'H' | 'h' ) ;
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@ -333,6 +333,15 @@ bool SymbolGenerator::PreVisit(All &all) {
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return false;
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}
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bool SymbolGenerator::PreVisit(Reduce &reduce) {
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reduce.initializer_->Accept(*this);
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reduce.list_->Accept(*this);
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VisitWithIdentifiers(*reduce.expression_,
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{reduce.accumulator_, reduce.identifier_});
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return false;
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}
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// Pattern and its subparts.
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bool SymbolGenerator::PreVisit(Pattern &pattern) {
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@ -57,6 +57,7 @@ class SymbolGenerator : public HierarchicalTreeVisitor {
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bool PreVisit(IfOperator &) override;
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bool PostVisit(IfOperator &) override;
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bool PreVisit(All &) override;
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bool PreVisit(Reduce &) override;
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// Pattern and its subparts.
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bool PreVisit(Pattern &) override;
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@ -86,7 +86,8 @@ const trie::Trie kKeywords = {
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"where", "or", "xor", "and", "not", "in",
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"starts", "ends", "contains", "is", "null", "case",
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"when", "then", "else", "end", "count", "filter",
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"extract", "any", "none", "single", "true", "false"};
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"extract", "any", "none", "single", "true", "false",
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"reduce"};
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// Unicode codepoints that are allowed at the start of the unescaped name.
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const std::bitset<kBitsetSize> kUnescapedNameAllowedStarts(std::string(
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@ -354,6 +354,27 @@ class ExpressionEvaluator : public TreeVisitor<TypedValue> {
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return function.function()(arguments, db_accessor_);
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}
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TypedValue Visit(Reduce &reduce) override {
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auto list_value = reduce.list_->Accept(*this);
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if (list_value.IsNull()) {
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return TypedValue::Null;
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}
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if (list_value.type() != TypedValue::Type::List) {
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throw QueryRuntimeException("'REDUCE' expected a list, but got {}",
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list_value.type());
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}
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const auto &list = list_value.Value<std::vector<TypedValue>>();
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const auto &element_symbol = symbol_table_.at(*reduce.identifier_);
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const auto &accumulator_symbol = symbol_table_.at(*reduce.accumulator_);
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auto accumulator = reduce.initializer_->Accept(*this);
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for (const auto &element : list) {
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frame_[accumulator_symbol] = accumulator;
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frame_[element_symbol] = element;
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accumulator = reduce.expression_->Accept(*this);
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}
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return accumulator;
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}
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TypedValue Visit(All &all) override {
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auto list_value = all.list_expression_->Accept(*this);
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if (list_value.IsNull()) {
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@ -30,6 +30,15 @@ class UsedSymbolsCollector : public HierarchicalTreeVisitor {
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return true;
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}
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bool PostVisit(Reduce &reduce) override {
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// Remove the symbols bound by reduce, because we are only interested
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// in free (unbound) symbols.
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symbols_.erase(symbol_table_.at(*reduce.accumulator_));
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symbols_.erase(symbol_table_.at(*reduce.identifier_));
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return true;
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}
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bool Visit(Identifier &ident) override {
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symbols_.insert(symbol_table_.at(ident));
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return true;
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@ -210,6 +210,23 @@ class ReturnBodyContext : public HierarchicalTreeVisitor {
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return true;
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}
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bool PostVisit(Reduce &reduce) override {
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// Remove the symbols bound by reduce, because we are only interested
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// in free (unbound) symbols.
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used_symbols_.erase(symbol_table_.at(*reduce.accumulator_));
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used_symbols_.erase(symbol_table_.at(*reduce.identifier_));
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DCHECK(has_aggregation_.size() >= 5U)
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<< "Expected 5 has_aggregation_ flags for REDUCE arguments";
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bool has_aggr = false;
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for (int i = 0; i < 5; ++i) {
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has_aggr = has_aggr || has_aggregation_.back();
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has_aggregation_.pop_back();
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}
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has_aggregation_.emplace_back(has_aggr);
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return true;
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}
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bool Visit(Identifier &ident) override {
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const auto &symbol = symbol_table_.at(ident);
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if (!utils::Contains(output_symbols_, symbol)) {
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@ -678,6 +678,30 @@ Feature: Functions
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"""
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Then an error should be raised
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Scenario: Reduce test 01:
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When executing query:
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"""
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RETURN reduce(a = true, x IN [1, 2, '3'] | a AND x < 2) AS a
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"""
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Then the result should be:
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| a |
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| false |
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Scenario: Reduce test 02:
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When executing query:
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"""
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RETURN reduce(s = 0, x IN [1, 2, 3] | s + x) AS s
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"""
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Then the result should be:
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| s |
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| 6 |
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Scenario: Reduce test 03:
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When executing query:
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"""
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RETURN reduce(a = true, x IN [true, true, '3'] | a AND x) AS a
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"""
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Then an error should be raised
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Scenario: Assert test fail, no message:
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Given an empty graph
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@ -1563,6 +1563,27 @@ TYPED_TEST(CypherMainVisitorTest, ReturnAll) {
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EXPECT_TRUE(eq);
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}
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TYPED_TEST(CypherMainVisitorTest, ReturnReduce) {
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TypeParam ast_generator("RETURN reduce(sum = 0, x IN [1,2,3] | sum + x)");
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auto *query = ast_generator.query_;
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ASSERT_TRUE(query->single_query_);
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auto *single_query = query->single_query_;
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ASSERT_EQ(single_query->clauses_.size(), 1U);
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auto *ret = dynamic_cast<Return *>(single_query->clauses_[0]);
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ASSERT_TRUE(ret);
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ASSERT_EQ(ret->body_.named_expressions.size(), 1U);
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auto *reduce =
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dynamic_cast<Reduce *>(ret->body_.named_expressions[0]->expression_);
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ASSERT_TRUE(reduce);
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EXPECT_EQ(reduce->accumulator_->name_, "sum");
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CheckLiteral(ast_generator.context_, reduce->initializer_, 0);
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EXPECT_EQ(reduce->identifier_->name_, "x");
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auto *list_literal = dynamic_cast<ListLiteral *>(reduce->list_);
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EXPECT_TRUE(list_literal);
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auto *add = dynamic_cast<AdditionOperator *>(reduce->expression_);
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EXPECT_TRUE(add);
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}
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TYPED_TEST(CypherMainVisitorTest, MatchBfsReturn) {
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TypeParam ast_generator(
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"MATCH (n) -[r:type1|type2 *bfs..10 (e, n|e.prop = 42)]-> (m) RETURN r");
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@ -597,3 +597,7 @@ auto GetMerge(AstTreeStorage &storage, Pattern *pattern, OnMatch on_match,
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#define ALL(variable, list, where) \
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storage.Create<query::All>(storage.Create<query::Identifier>(variable), \
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list, where)
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#define REDUCE(accumulator, initializer, variable, list, expr) \
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storage.Create<query::Reduce>( \
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storage.Create<query::Identifier>(accumulator), initializer, \
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storage.Create<query::Identifier>(variable), list, expr)
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@ -1221,6 +1221,24 @@ TEST(ExpressionEvaluator, FunctionAllWhereWrongType) {
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EXPECT_THROW(all->Accept(eval.eval), QueryRuntimeException);
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}
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TEST(ExpressionEvaluator, FunctionReduce) {
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AstTreeStorage storage;
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auto *ident_sum = IDENT("sum");
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auto *ident_x = IDENT("x");
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auto *reduce = REDUCE("sum", LITERAL(0), "x", LIST(LITERAL(1), LITERAL(2)),
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ADD(ident_sum, ident_x));
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NoContextExpressionEvaluator eval;
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const auto sum_sym = eval.symbol_table.CreateSymbol("sum", true);
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eval.symbol_table[*reduce->accumulator_] = sum_sym;
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eval.symbol_table[*ident_sum] = sum_sym;
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const auto x_sym = eval.symbol_table.CreateSymbol("x", true);
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eval.symbol_table[*reduce->identifier_] = x_sym;
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eval.symbol_table[*ident_x] = x_sym;
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auto value = reduce->Accept(eval.eval);
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ASSERT_EQ(value.type(), TypedValue::Type::Int);
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EXPECT_EQ(value.Value<int64_t>(), 3);
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}
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TEST(ExpressionEvaluator, FunctionAssert) {
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// Invalid calls.
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ASSERT_THROW(EvaluateFunction("ASSERT", {}), QueryRuntimeException);
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@ -795,6 +795,36 @@ TEST_F(TestSymbolGenerator, WithReturnAll) {
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EXPECT_NE(symbol_table.at(*all->identifier_), symbol_table.at(*ret_as_x));
|
||||
}
|
||||
|
||||
TEST_F(TestSymbolGenerator, WithReturnReduce) {
|
||||
// Test WITH 42 AS x RETURN reduce(y = 0, x IN [x] y + x) AS x, x AS y
|
||||
auto *with_as_x = AS("x");
|
||||
auto *list_x = IDENT("x");
|
||||
auto *expr_x = IDENT("x");
|
||||
auto *expr_y = IDENT("y");
|
||||
auto *reduce =
|
||||
REDUCE("y", LITERAL(0), "x", LIST(list_x), ADD(expr_y, expr_x));
|
||||
auto *ret_as_x = AS("x");
|
||||
auto *ret_x = IDENT("x");
|
||||
auto *ret_as_y = AS("y");
|
||||
auto query = QUERY(SINGLE_QUERY(WITH(LITERAL(42), with_as_x),
|
||||
RETURN(reduce, ret_as_x, ret_x, ret_as_y)));
|
||||
query->Accept(symbol_generator);
|
||||
// Symbols for `WITH .. AS x`, `REDUCE(y, x ...)`, `REDUCE(...) AS x` and `AS
|
||||
// y`.
|
||||
EXPECT_EQ(symbol_table.max_position(), 5);
|
||||
// Check `WITH .. AS x` is the same as `[x]` and `RETURN ... x AS y`
|
||||
EXPECT_EQ(symbol_table.at(*with_as_x), symbol_table.at(*list_x));
|
||||
EXPECT_EQ(symbol_table.at(*with_as_x), symbol_table.at(*ret_x));
|
||||
EXPECT_NE(symbol_table.at(*with_as_x), symbol_table.at(*reduce->identifier_));
|
||||
EXPECT_NE(symbol_table.at(*with_as_x), symbol_table.at(*ret_as_x));
|
||||
// Check `REDUCE(y, x ...)` is only equal to `y + x`
|
||||
EXPECT_EQ(symbol_table.at(*reduce->identifier_), symbol_table.at(*expr_x));
|
||||
EXPECT_NE(symbol_table.at(*reduce->identifier_), symbol_table.at(*ret_as_x));
|
||||
EXPECT_EQ(symbol_table.at(*reduce->accumulator_), symbol_table.at(*expr_y));
|
||||
EXPECT_NE(symbol_table.at(*reduce->accumulator_), symbol_table.at(*ret_as_y));
|
||||
}
|
||||
|
||||
|
||||
TEST_F(TestSymbolGenerator, MatchBfsReturn) {
|
||||
// Test MATCH (n) -[r *bfs..n.prop] (r, n | r.prop)]-> (m) RETURN r AS r
|
||||
auto prop = dba.Property("prop");
|
||||
|
Loading…
Reference in New Issue
Block a user