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Original file line number Diff line number Diff line change
Expand Up @@ -971,20 +971,26 @@ object CombineFilters extends Rule[LogicalPlan] with PredicateHelper {
/**
* Removes Sort operation. This can happen:
* 1) if the sort order is empty or the sort order does not have any reference
* 2) if the child is already sorted
* 2) if the Sort operator is a local sort and the child is already sorted
* 3) if there is another Sort operator separated by 0...n Project/Filter operators
* 4) if the Sort operator is within Join separated by 0...n Project/Filter operators only,
* and the Join conditions is deterministic
* 5) if the Sort operator is within GroupBy separated by 0...n Project/Filter operators only,
* and the aggregate function is order irrelevant
*/
object EliminateSorts extends Rule[LogicalPlan] {
def apply(plan: LogicalPlan): LogicalPlan = plan transform {
def apply(plan: LogicalPlan): LogicalPlan = plan transform applyLocally

private val applyLocally: PartialFunction[LogicalPlan, LogicalPlan] = {
case s @ Sort(orders, _, child) if orders.isEmpty || orders.exists(_.child.foldable) =>
val newOrders = orders.filterNot(_.child.foldable)
if (newOrders.isEmpty) child else s.copy(order = newOrders)
case Sort(orders, true, child) if SortOrder.orderingSatisfies(child.outputOrdering, orders) =>
child
if (newOrders.isEmpty) {
applyLocally.lift(child).getOrElse(child)
} else {
s.copy(order = newOrders)
}
case Sort(orders, false, child) if SortOrder.orderingSatisfies(child.outputOrdering, orders) =>
applyLocally.lift(child).getOrElse(child)
case s @ Sort(_, _, child) => s.copy(child = recursiveRemoveSort(child))
case j @ Join(originLeft, originRight, _, cond, _) if cond.forall(_.deterministic) =>
j.copy(left = recursiveRemoveSort(originLeft), right = recursiveRemoveSort(originRight))
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -1201,6 +1201,13 @@ object SQLConf {
.booleanConf
.createWithDefault(true)

val REMOVE_REDUNDANT_SORTS_ENABLED = buildConf("spark.sql.execution.removeRedundantSorts")
.internal()
.doc("Whether to remove redundant physical sort node")
.version("2.4.8")
.booleanConf
.createWithDefault(true)

val STATE_STORE_PROVIDER_CLASS =
buildConf("spark.sql.streaming.stateStore.providerClass")
.internal()
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -97,12 +97,34 @@ class EliminateSortsSuite extends PlanTest {
comparePlans(optimized, correctAnswer)
}

test("remove redundant order by") {
test("SPARK-33183: remove consecutive no-op sorts") {
val plan = testRelation.orderBy().orderBy().orderBy()
val optimized = Optimize.execute(plan.analyze)
val correctAnswer = testRelation.analyze
comparePlans(optimized, correctAnswer)
}

test("SPARK-33183: remove redundant sort by") {
val orderedPlan = testRelation.select('a, 'b).orderBy('a.asc, 'b.desc_nullsFirst)
val unnecessaryReordered = orderedPlan.limit(2).select('a).orderBy('a.asc, 'b.desc_nullsFirst)
val unnecessaryReordered = orderedPlan.limit(2).select('a).sortBy('a.asc, 'b.desc_nullsFirst)
val optimized = Optimize.execute(unnecessaryReordered.analyze)
val correctAnswer = orderedPlan.limit(2).select('a).analyze
comparePlans(Optimize.execute(optimized), correctAnswer)
comparePlans(optimized, correctAnswer)
}

test("SPARK-33183: remove all redundant local sorts") {
val orderedPlan = testRelation.sortBy('a.asc).orderBy('a.asc).sortBy('a.asc)
val optimized = Optimize.execute(orderedPlan.analyze)
val correctAnswer = testRelation.orderBy('a.asc).analyze
comparePlans(optimized, correctAnswer)
}

test("SPARK-33183: should not remove global sort") {
val orderedPlan = testRelation.select('a, 'b).orderBy('a.asc, 'b.desc_nullsFirst)
val reordered = orderedPlan.limit(2).select('a).orderBy('a.asc, 'b.desc_nullsFirst)
val optimized = Optimize.execute(reordered.analyze)
val correctAnswer = reordered.analyze
comparePlans(optimized, correctAnswer)
}

test("do not remove sort if the order is different") {
Expand All @@ -113,22 +135,39 @@ class EliminateSortsSuite extends PlanTest {
comparePlans(optimized, correctAnswer)
}

test("filters don't affect order") {
test("SPARK-33183: remove top level local sort with filter operators") {
val orderedPlan = testRelation.select('a, 'b).orderBy('a.asc, 'b.desc)
val filteredAndReordered = orderedPlan.where('a > Literal(10)).orderBy('a.asc, 'b.desc)
val filteredAndReordered = orderedPlan.where('a > Literal(10)).sortBy('a.asc, 'b.desc)
val optimized = Optimize.execute(filteredAndReordered.analyze)
val correctAnswer = orderedPlan.where('a > Literal(10)).analyze
comparePlans(optimized, correctAnswer)
}

test("limits don't affect order") {
test("SPARK-33183: keep top level global sort with filter operators") {
val projectPlan = testRelation.select('a, 'b)
val orderedPlan = projectPlan.orderBy('a.asc, 'b.desc)
val filteredAndReordered = orderedPlan.where('a > Literal(10)).orderBy('a.asc, 'b.desc)
val optimized = Optimize.execute(filteredAndReordered.analyze)
val correctAnswer = projectPlan.where('a > Literal(10)).orderBy('a.asc, 'b.desc).analyze
comparePlans(optimized, correctAnswer)
}

test("SPARK-33183: limits should not affect order for local sort") {
val orderedPlan = testRelation.select('a, 'b).orderBy('a.asc, 'b.desc)
val filteredAndReordered = orderedPlan.limit(Literal(10)).orderBy('a.asc, 'b.desc)
val filteredAndReordered = orderedPlan.limit(Literal(10)).sortBy('a.asc, 'b.desc)
val optimized = Optimize.execute(filteredAndReordered.analyze)
val correctAnswer = orderedPlan.limit(Literal(10)).analyze
comparePlans(optimized, correctAnswer)
}

test("SPARK-33183: should not remove global sort with limit operators") {
val orderedPlan = testRelation.select('a, 'b).orderBy('a.asc, 'b.desc)
val filteredAndReordered = orderedPlan.limit(Literal(10)).orderBy('a.asc, 'b.desc)
val optimized = Optimize.execute(filteredAndReordered.analyze)
val correctAnswer = filteredAndReordered.analyze
comparePlans(optimized, correctAnswer)
}

test("different sorts are not simplified if limit is in between") {
val orderedPlan = testRelation.select('a, 'b).orderBy('b.desc).limit(Literal(10))
.orderBy('a.asc)
Expand All @@ -137,11 +176,11 @@ class EliminateSortsSuite extends PlanTest {
comparePlans(optimized, correctAnswer)
}

test("range is already sorted") {
test("SPARK-33183: should not remove global sort with range operator") {
val inputPlan = Range(1L, 1000L, 1, 10)
val orderedPlan = inputPlan.orderBy('id.asc)
val optimized = Optimize.execute(orderedPlan.analyze)
val correctAnswer = inputPlan.analyze
val correctAnswer = orderedPlan.analyze
comparePlans(optimized, correctAnswer)

val reversedPlan = inputPlan.orderBy('id.desc)
Expand All @@ -152,10 +191,18 @@ class EliminateSortsSuite extends PlanTest {
val negativeStepInputPlan = Range(10L, 1L, -1, 10)
val negativeStepOrderedPlan = negativeStepInputPlan.orderBy('id.desc)
val negativeStepOptimized = Optimize.execute(negativeStepOrderedPlan.analyze)
val negativeStepCorrectAnswer = negativeStepInputPlan.analyze
val negativeStepCorrectAnswer = negativeStepOrderedPlan.analyze
comparePlans(negativeStepOptimized, negativeStepCorrectAnswer)
}

test("SPARK-33183: remove local sort with range operator") {
val inputPlan = Range(1L, 1000L, 1, 10)
val orderedPlan = inputPlan.sortBy('id.asc)
val optimized = Optimize.execute(orderedPlan.analyze)
val correctAnswer = inputPlan.analyze
comparePlans(optimized, correctAnswer)
}

test("sort should not be removed when there is a node which doesn't guarantee any order") {
val orderedPlan = testRelation.select('a, 'b)
val groupedAndResorted = orderedPlan.groupBy('a)(sum('a)).orderBy('a.asc)
Expand Down Expand Up @@ -319,4 +366,39 @@ class EliminateSortsSuite extends PlanTest {
val correctAnswer = PushDownOptimizer.execute(noOrderByPlan.analyze)
comparePlans(optimized, correctAnswer)
}

test("SPARK-33183: remove consecutive global sorts with the same ordering") {
Seq(
(testRelation.orderBy('a.asc).orderBy('a.asc), testRelation.orderBy('a.asc)),
(testRelation.orderBy('a.asc, 'b.desc).orderBy('a.asc), testRelation.orderBy('a.asc))
).foreach { case (ordered, answer) =>
val optimized = Optimize.execute(ordered.analyze)
comparePlans(optimized, answer.analyze)
}
}

test("SPARK-33183: remove consecutive local sorts with the same ordering") {
val orderedPlan = testRelation.sortBy('a.asc).sortBy('a.asc).sortBy('a.asc)
val optimized = Optimize.execute(orderedPlan.analyze)
val correctAnswer = testRelation.sortBy('a.asc).analyze
comparePlans(optimized, correctAnswer)
}

test("SPARK-33183: remove consecutive local sorts with different ordering") {
val orderedPlan = testRelation.sortBy('b.asc).sortBy('a.desc).sortBy('a.asc)
val optimized = Optimize.execute(orderedPlan.analyze)
val correctAnswer = testRelation.sortBy('a.asc).analyze
comparePlans(optimized, correctAnswer)
}

test("SPARK-33183: should keep global sort when child is a local sort with the same ordering") {
val correctAnswer = testRelation.orderBy('a.asc).analyze
Seq(
testRelation.sortBy('a.asc).orderBy('a.asc),
testRelation.orderBy('a.asc).sortBy('a.asc).orderBy('a.asc)
).foreach { ordered =>
val optimized = Optimize.execute(ordered.analyze)
comparePlans(optimized, correctAnswer)
}
}
}
Original file line number Diff line number Diff line change
Expand Up @@ -297,6 +297,7 @@ object QueryExecution {
Seq(
PlanDynamicPruningFilters(sparkSession),
PlanSubqueries(sparkSession),
RemoveRedundantSorts(sparkSession.sessionState.conf),
EnsureRequirements(sparkSession.sessionState.conf),
ApplyColumnarRulesAndInsertTransitions(sparkSession.sessionState.conf,
sparkSession.sessionState.columnarRules),
Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,46 @@
/*
* 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.execution

import org.apache.spark.sql.catalyst.expressions.SortOrder
import org.apache.spark.sql.catalyst.rules.Rule
import org.apache.spark.sql.internal.SQLConf

/**
* Remove redundant SortExec node from the spark plan. A sort node is redundant when
* its child satisfies both its sort orders and its required child distribution. Note
* this rule differs from the Optimizer rule EliminateSorts in that this rule also checks
* if the child satisfies the required distribution so that it is safe to remove not only a
* local sort but also a global sort when its child already satisfies required sort orders.
*/
case class RemoveRedundantSorts(conf: SQLConf) extends Rule[SparkPlan] {
def apply(plan: SparkPlan): SparkPlan = {
if (!conf.getConf(SQLConf.REMOVE_REDUNDANT_SORTS_ENABLED)) {
plan
} else {
removeSorts(plan)
}
}

private def removeSorts(plan: SparkPlan): SparkPlan = plan transform {
case s @ SortExec(orders, _, child, _)
if SortOrder.orderingSatisfies(child.outputOrdering, orders) &&
child.outputPartitioning.satisfies(s.requiredChildDistribution.head) =>
child
}
}
Original file line number Diff line number Diff line change
Expand Up @@ -83,12 +83,14 @@ case class AdaptiveSparkPlanExec(
)
}

@transient private val removeRedundantSorts = RemoveRedundantSorts(conf)
@transient private val ensureRequirements = EnsureRequirements(conf)

// A list of physical plan rules to be applied before creation of query stages. The physical
// plan should reach a final status of query stages (i.e., no more addition or removal of
// Exchange nodes) after running these rules.
private def queryStagePreparationRules: Seq[Rule[SparkPlan]] = Seq(
removeRedundantSorts,
ensureRequirements
) ++ context.session.sessionState.queryStagePrepRules

Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -234,19 +234,6 @@ class PlannerSuite extends SharedSparkSession with AdaptiveSparkPlanHelper {
}
}

test("SPARK-23375: Cached sorted data doesn't need to be re-sorted") {
val query = testData.select('key, 'value).sort('key.desc).cache()
assert(query.queryExecution.optimizedPlan.isInstanceOf[InMemoryRelation])
val resorted = query.sort('key.desc)
assert(resorted.queryExecution.optimizedPlan.collect { case s: Sort => s}.isEmpty)
assert(resorted.select('key).collect().map(_.getInt(0)).toSeq ==
(1 to 100).reverse)
// with a different order, the sort is needed
val sortedAsc = query.sort('key)
assert(sortedAsc.queryExecution.optimizedPlan.collect { case s: Sort => s}.size == 1)
assert(sortedAsc.select('key).collect().map(_.getInt(0)).toSeq == (1 to 100))
}

test("PartitioningCollection") {
withTempView("normal", "small", "tiny") {
testData.createOrReplaceTempView("normal")
Expand Down
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