ScalarSubquery.java
// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use this file except in compliance
// with the License. You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing,
// software distributed under the License is distributed on an
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
// KIND, either express or implied. See the License for the
// specific language governing permissions and limitations
// under the License.
package org.apache.doris.nereids.trees.expressions;
import org.apache.doris.nereids.exceptions.UnboundException;
import org.apache.doris.nereids.trees.expressions.functions.agg.NotNullableAggregateFunction;
import org.apache.doris.nereids.trees.expressions.shape.LeafExpression;
import org.apache.doris.nereids.trees.expressions.visitor.ExpressionVisitor;
import org.apache.doris.nereids.trees.plans.Plan;
import org.apache.doris.nereids.trees.plans.logical.LogicalAggregate;
import org.apache.doris.nereids.trees.plans.logical.LogicalPlan;
import org.apache.doris.nereids.trees.plans.logical.LogicalProject;
import org.apache.doris.nereids.trees.plans.logical.LogicalSort;
import org.apache.doris.nereids.trees.plans.logical.LogicalSubQueryAlias;
import org.apache.doris.nereids.types.DataType;
import com.google.common.base.Preconditions;
import com.google.common.base.Suppliers;
import com.google.common.collect.ImmutableList;
import com.google.common.collect.ImmutableSet;
import java.util.ArrayList;
import java.util.List;
import java.util.Objects;
import java.util.Optional;
import java.util.function.Supplier;
/**
* A subquery that will return only one row and one column.
*/
public class ScalarSubquery extends SubqueryExpr implements LeafExpression {
// indicate if the subquery's root plan node is LogicalAggregate
private final boolean hasTopLevelScalarAgg;
// indicate if the subquery has limit 1 clause but it's been eliminated in previous process step
private final boolean limitOneIsEliminated;
private final Supplier<Slot> queryPlanSlot = Suppliers.memoize(
() -> getScalarQueryOutputAdjustNullable(queryPlan, correlateSlots));
public ScalarSubquery(LogicalPlan subquery) {
this(subquery, ImmutableList.of(), false);
}
public ScalarSubquery(LogicalPlan subquery, List<Slot> correlateSlots, boolean limitOneIsEliminated) {
this(subquery, correlateSlots, Optional.empty(), limitOneIsEliminated);
}
public ScalarSubquery(LogicalPlan subquery, List<Slot> correlateSlots, Optional<Expression> typeCoercionExpr,
boolean limitOneIsEliminated) {
super(Objects.requireNonNull(subquery, "subquery can not be null"),
Objects.requireNonNull(correlateSlots, "correlateSlots can not be null"),
typeCoercionExpr);
hasTopLevelScalarAgg = findTopLevelScalarAgg(subquery, ImmutableSet.copyOf(correlateSlots)) != null;
this.limitOneIsEliminated = limitOneIsEliminated;
}
public boolean hasTopLevelScalarAgg() {
return hasTopLevelScalarAgg;
}
public boolean limitOneIsEliminated() {
return limitOneIsEliminated;
}
/**
* get Top Level ScalarAgg Functions
*/
public static List<NamedExpression> getTopLevelScalarAggFunctions(Plan queryPlan,
List<Slot> correlateSlots) {
LogicalAggregate<?> aggregate = findTopLevelScalarAgg(queryPlan, ImmutableSet.copyOf(correlateSlots));
if (aggregate != null) {
return aggregate.getOutputExpressions();
} else {
return new ArrayList<>();
}
}
@Override
public Expression getSubqueryOutput() {
return typeCoercionExpr.orElseGet(this::getOutputSlotAdjustNullable);
}
@Override
public DataType getDataType() throws UnboundException {
Preconditions.checkArgument(queryPlan.getOutput().size() == 1);
return getSubqueryOutput().getDataType();
}
@Override
public String computeToSql() {
return " (SCALARSUBQUERY) " + super.computeToSql();
}
@Override
public String toString() {
return " (SCALARSUBQUERY) " + super.toString();
}
public <R, C> R accept(ExpressionVisitor<R, C> visitor, C context) {
return visitor.visitScalarSubquery(this, context);
}
@Override
public Expression withTypeCoercion(DataType dataType) {
Optional<Expression> newTypeCoercionExpr = typeCoercionExpr;
if (!getDataType().equals(dataType)) {
newTypeCoercionExpr = Optional.of(new Cast(getSubqueryOutput(), dataType));
}
return new ScalarSubquery(queryPlan, correlateSlots, newTypeCoercionExpr, limitOneIsEliminated);
}
@Override
public ScalarSubquery withSubquery(LogicalPlan subquery) {
return new ScalarSubquery(subquery, correlateSlots, typeCoercionExpr, limitOneIsEliminated);
}
public Slot getOutputSlotAdjustNullable() {
return queryPlanSlot.get();
}
/**
* get query plan output slot, adjust it to
* 1. true(no adjust), when it has top agg, and the agg function is NotNullableAggregateFunction
* for example: `t1.a = (select count(t2.x) from t2)`, count(t2.x) is always not null, even if t2 contain 0 row
* 2. false, otherwise.
* for example: `t1.a = (select t2.y from t2 limit 1)`, even if t2.y is not nullable, but if t2 contain 0 row,
* the sub query t2 output is still null.
*/
public static Slot getScalarQueryOutputAdjustNullable(Plan queryPlan, List<Slot> correlateSlots) {
Slot output = queryPlan.getOutput().get(0);
boolean nullable = true;
List<NamedExpression> aggOpts = getTopLevelScalarAggFunctions(queryPlan, correlateSlots);
if (aggOpts.size() == 1) {
NamedExpression agg = aggOpts.get(0);
if (agg.getExprId().equals(output.getExprId())
&& agg instanceof Alias
&& ((Alias) agg).child() instanceof NotNullableAggregateFunction) {
nullable = false;
}
}
return output.withNullable(nullable);
}
/**
* for subquery, we define top level scalar agg as if it meets the both 2 conditions:
* 1. The agg or its child contains correlated slots(un-correlated sub query's correlated slot is empty)
* 2. only project, sort and subquery alias node can be agg's parent
*/
public static LogicalAggregate<?> findTopLevelScalarAgg(Plan plan, ImmutableSet<Slot> slots) {
if (plan instanceof LogicalAggregate) {
LogicalAggregate<?> agg = (LogicalAggregate<?>) plan;
if (agg.getGroupByExpressions().isEmpty()
&& (plan.containsSlots(slots) || slots.isEmpty())) {
return agg;
} else {
return null;
}
} else if (plan instanceof LogicalProject || plan instanceof LogicalSubQueryAlias
|| plan instanceof LogicalSort) {
for (Plan child : plan.children()) {
LogicalAggregate<?> result = findTopLevelScalarAgg(child, slots);
if (result != null) {
return result;
}
}
return null;
} else {
return null;
}
}
}