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[SPARK-36194][SQL] Add a logical plan visitor to propagate the distinct attributes #35779

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Original file line number Diff line number Diff line change
Expand Up @@ -18,9 +18,9 @@
package org.apache.spark.sql.catalyst.optimizer

import org.apache.spark.sql.catalyst.analysis.PullOutNondeterministic
import org.apache.spark.sql.catalyst.expressions.{AliasHelper, AttributeSet}
import org.apache.spark.sql.catalyst.expressions.{AliasHelper, AttributeSet, ExpressionSet}
import org.apache.spark.sql.catalyst.expressions.aggregate.AggregateExpression
import org.apache.spark.sql.catalyst.plans.logical.{Aggregate, LogicalPlan}
import org.apache.spark.sql.catalyst.plans.logical.{Aggregate, LogicalPlan, Project}
import org.apache.spark.sql.catalyst.rules.Rule
import org.apache.spark.sql.catalyst.trees.TreePattern.AGGREGATE

Expand All @@ -47,6 +47,10 @@ object RemoveRedundantAggregates extends Rule[LogicalPlan] with AliasHelper {
} else {
newAggregate
}

case agg @ Aggregate(groupingExps, _, child)
if agg.groupOnly && child.distinctKeys.exists(_.subsetOf(ExpressionSet(groupingExps))) =>
Project(agg.aggregateExpressions, child)
}

private def isLowerRedundant(upper: Aggregate, lower: Aggregate): Boolean = {
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Original file line number Diff line number Diff line change
@@ -0,0 +1,140 @@
/*
* 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.spark.sql.catalyst.plans.logical

import org.apache.spark.sql.catalyst.expressions.{Alias, Expression, ExpressionSet, NamedExpression}
import org.apache.spark.sql.catalyst.planning.ExtractEquiJoinKeys
import org.apache.spark.sql.catalyst.plans.{Inner, LeftOuter, LeftSemiOrAnti, RightOuter}

/**
* A visitor pattern for traversing a [[LogicalPlan]] tree and propagate the distinct attributes.
*/
object DistinctKeyVisitor extends LogicalPlanVisitor[Set[ExpressionSet]] {

private def projectDistinctKeys(
keys: Set[ExpressionSet], projectList: Seq[NamedExpression]): Set[ExpressionSet] = {
val outputSet = ExpressionSet(projectList.map(_.toAttribute))
val aliases = projectList.filter(_.isInstanceOf[Alias])
if (aliases.isEmpty) {
keys.filter(_.subsetOf(outputSet))
} else {
val aliasedDistinctKeys = keys.map { expressionSet =>
expressionSet.map { expression =>
expression transform {
case expr: Expression =>
// TODO: Expand distinctKeys for redundant aliases on the same expression
aliases
.collectFirst { case a: Alias if a.child.semanticEquals(expr) => a.toAttribute }
.getOrElse(expr)
}
}
}
aliasedDistinctKeys.collect {
case es: ExpressionSet if es.subsetOf(outputSet) => ExpressionSet(es)
} ++ keys.filter(_.subsetOf(outputSet))
}.filter(_.nonEmpty)
}

override def default(p: LogicalPlan): Set[ExpressionSet] = Set.empty[ExpressionSet]

override def visitAggregate(p: Aggregate): Set[ExpressionSet] = {
val groupingExps = ExpressionSet(p.groupingExpressions) // handle group by a, a
projectDistinctKeys(Set(groupingExps), p.aggregateExpressions)
}

override def visitDistinct(p: Distinct): Set[ExpressionSet] = Set(ExpressionSet(p.output))

override def visitExcept(p: Except): Set[ExpressionSet] =
if (!p.isAll) Set(ExpressionSet(p.output)) else default(p)

override def visitExpand(p: Expand): Set[ExpressionSet] = default(p)

override def visitFilter(p: Filter): Set[ExpressionSet] = p.child.distinctKeys

override def visitGenerate(p: Generate): Set[ExpressionSet] = default(p)

override def visitGlobalLimit(p: GlobalLimit): Set[ExpressionSet] = {
p.maxRows match {
case Some(value) if value <= 1 => Set(ExpressionSet(p.output))
case _ => p.child.distinctKeys
}
}

override def visitIntersect(p: Intersect): Set[ExpressionSet] = {
if (!p.isAll) Set(ExpressionSet(p.output)) else default(p)
}

override def visitJoin(p: Join): Set[ExpressionSet] = {
p match {
case Join(_, _, LeftSemiOrAnti(_), _, _) =>
p.left.distinctKeys
case ExtractEquiJoinKeys(joinType, leftKeys, rightKeys, _, _, left, right, _)
if left.distinctKeys.nonEmpty || right.distinctKeys.nonEmpty =>
val rightJoinKeySet = ExpressionSet(rightKeys)
val leftJoinKeySet = ExpressionSet(leftKeys)
joinType match {
case Inner if left.distinctKeys.exists(_.subsetOf(leftJoinKeySet)) &&
right.distinctKeys.exists(_.subsetOf(rightJoinKeySet)) =>
left.distinctKeys ++ right.distinctKeys
case Inner | LeftOuter if right.distinctKeys.exists(_.subsetOf(rightJoinKeySet)) =>
p.left.distinctKeys
case Inner | RightOuter if left.distinctKeys.exists(_.subsetOf(leftJoinKeySet)) =>
p.right.distinctKeys
case _ =>
default(p)
}
case _ => default(p)
}
}

override def visitLocalLimit(p: LocalLimit): Set[ExpressionSet] = p.child.distinctKeys

override def visitPivot(p: Pivot): Set[ExpressionSet] = default(p)

override def visitProject(p: Project): Set[ExpressionSet] = {
if (p.child.distinctKeys.nonEmpty) {
projectDistinctKeys(p.child.distinctKeys, p.projectList)
} else {
default(p)
}
}

override def visitRepartition(p: Repartition): Set[ExpressionSet] = p.child.distinctKeys

override def visitRepartitionByExpr(p: RepartitionByExpression): Set[ExpressionSet] =
p.child.distinctKeys

override def visitSample(p: Sample): Set[ExpressionSet] = {
if (!p.withReplacement) p.child.distinctKeys else default(p)
}

override def visitScriptTransform(p: ScriptTransformation): Set[ExpressionSet] = default(p)

override def visitUnion(p: Union): Set[ExpressionSet] = default(p)

override def visitWindow(p: Window): Set[ExpressionSet] = p.child.distinctKeys

override def visitTail(p: Tail): Set[ExpressionSet] = p.child.distinctKeys

override def visitSort(p: Sort): Set[ExpressionSet] = p.child.distinctKeys

override def visitRebalancePartitions(p: RebalancePartitions): Set[ExpressionSet] =
p.child.distinctKeys

override def visitWithCTE(p: WithCTE): Set[ExpressionSet] = p.plan.distinctKeys
}
Original file line number Diff line number Diff line change
Expand Up @@ -31,6 +31,7 @@ abstract class LogicalPlan
extends QueryPlan[LogicalPlan]
with AnalysisHelper
with LogicalPlanStats
with LogicalPlanDistinctKeys
with QueryPlanConstraints
with Logging {

Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,34 @@
/*
* 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.spark.sql.catalyst.plans.logical

import org.apache.spark.sql.catalyst.expressions.ExpressionSet
import org.apache.spark.sql.internal.SQLConf.PROPAGATE_DISTINCT_KEYS_ENABLED

/**
* A trait to add distinct attributes to [[LogicalPlan]]. For example:
* {{{
* SELECT a, b, SUM(c) FROM Tab1 GROUP BY a, b
* // returns a, b
* }}}
*/
trait LogicalPlanDistinctKeys { self: LogicalPlan =>
lazy val distinctKeys: Set[ExpressionSet] = {
if (conf.getConf(PROPAGATE_DISTINCT_KEYS_ENABLED)) DistinctKeyVisitor.visit(self) else Set.empty
}
}
Original file line number Diff line number Diff line change
Expand Up @@ -744,6 +744,15 @@ object SQLConf {
.booleanConf
.createWithDefault(true)

val PROPAGATE_DISTINCT_KEYS_ENABLED =
buildConf("spark.sql.optimizer.propagateDistinctKeys.enabled")
.internal()
.doc("When true, the query optimizer will propagate a set of distinct attributes from the " +
"current node and use it to optimize query.")
.version("3.3.0")
.booleanConf
.createWithDefault(true)

val ESCAPED_STRING_LITERALS = buildConf("spark.sql.parser.escapedStringLiterals")
.internal()
.doc("When true, string literals (including regex patterns) remain escaped in our SQL " +
Expand Down
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