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[SPARK-33183][SQL] Fix Optimizer rule EliminateSorts and add a physical rule to remove redundant sorts #30093

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Original file line number Diff line number Diff line change
Expand Up @@ -1020,7 +1020,7 @@ object CombineFilters extends Rule[LogicalPlan] with PredicateHelper {
* Note that changes in the final output ordering may affect the file size (SPARK-32318).
* This rule handles the following cases:
* 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, Repartition or
* RepartitionByExpression (with deterministic expressions) operators
* 4) if the Sort operator is within Join separated by 0...n Project, Filter, Repartition or
Expand All @@ -1031,12 +1031,18 @@ object CombineFilters extends Rule[LogicalPlan] with PredicateHelper {
* 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) =>
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This was added in 2.4.

cc @cloud-fan

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))
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Original file line number Diff line number Diff line change
Expand Up @@ -1253,6 +1253,13 @@ object SQLConf {
.booleanConf
.createWithDefault(true)

val REMOVE_REDUNDANT_SORTS_ENABLED = buildConf("spark.sql.execution.removeRedundantSorts")
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We need this config? cc: @cloud-fan

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If we want to backport this, it's safer to have a config for the new rule, in case it has bugs.

.internal()
.doc("Whether to remove redundant physical sort node")
.version("3.1.0")
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If we backport this into branch-2.4, 3.1.0 -> 2.4.8?

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@allisonwang-db allisonwang-db Oct 26, 2020

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I am not exactly sure if it's better to change it in this PR or to change it when this PR is backported to 2.4.8 (in case the current change does not work in 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 @@ -99,12 +99,34 @@ class EliminateSortsSuite extends AnalysisTest {
comparePlans(optimized, correctAnswer)
}

test("remove redundant order by") {
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We need to modify the existing test test("remove redundant order by") {? If the behaviour of the test does not change, I think it would be better to avoid updating it where possible.

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The test was actually changed from orderBy (global) to sortBy (local) so the test title was updated to "remove redundant sort 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)
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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 @@ -115,22 +137,39 @@ class EliminateSortsSuite extends AnalysisTest {
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 @@ -139,11 +178,11 @@ class EliminateSortsSuite extends AnalysisTest {
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 @@ -154,10 +193,18 @@ class EliminateSortsSuite extends AnalysisTest {
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 @@ -333,4 +380,39 @@ class EliminateSortsSuite extends AnalysisTest {
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 @@ -343,6 +343,7 @@ object QueryExecution {
PlanDynamicPruningFilters,
PlanSubqueries,
RemoveRedundantProjects,
RemoveRedundantSorts,
EnsureRequirements,
DisableUnnecessaryBucketedScan,
ApplyColumnarRulesAndInsertTransitions(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.
*/
object RemoveRedundantSorts 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 @@ -83,13 +83,15 @@ case class AdaptiveSparkPlanExec(
@transient private val optimizer = new AQEOptimizer(conf)

@transient private val removeRedundantProjects = RemoveRedundantProjects
@transient private val removeRedundantSorts = RemoveRedundantSorts
@transient private val ensureRequirements = EnsureRequirements

// 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(
removeRedundantProjects,
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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