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Original file line number Diff line number Diff line change
Expand Up @@ -71,6 +71,7 @@ abstract class Optimizer extends RuleExecutor[LogicalPlan] {
ColumnPruning,
// Operator combine
CollapseRepartition,
CollapseSorts,
CollapseProject,
CombineFilters,
CombineLimits,
Expand Down Expand Up @@ -482,6 +483,25 @@ object CollapseRepartition extends Rule[LogicalPlan] {
}
}

/**
* Collapse two adjacent [[Sort]] operators into one if possible. Keep the last sort
* This rule applies to the scenario where the global is same for the Sort nodes and then
* either a) The sorts are adjacent or b) In between two Sort nodes, there is a Filter or
* a Project or a Limit
*/
object CollapseSorts extends Rule[LogicalPlan] {
def apply(plan: LogicalPlan): LogicalPlan = plan transform {
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as it is, i'm not sure how useful this rule is.

I think what would be useful is to have an EliminateSort rule, that can actually eliminate the more useful cases.

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And if we do it, we probably want to do it based on some output constraint of a plan

case ss @ Sort( _, globalOrder, ns @ Sort ( _, g, grandChild))
if globalOrder == g => ss.copy( child = grandChild)
case ss @ Sort( _, globalOrder, p @ Project( _, c @ Sort( _, g, ggchild)))
if globalOrder == g => ss.copy( child = p.copy( child = ggchild))
case ss @ Sort( _, globalOrder, f @ Filter( _, c @ Sort( _, g, ggchild)))
if globalOrder == g => ss.copy( child = f.copy( child = ggchild))
case ss @ Sort( _, globalOrder, l @ Limit( _, c @ Sort( _, g, ggchild)))
if globalOrder == g => ss.copy( child = l.copy( child = ggchild))
}
}

/**
* Simplifies LIKE expressions that do not need full regular expressions to evaluate the condition.
* For example, when the expression is just checking to see if a string starts with a given
Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,183 @@
/*
* 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.optimizer

import org.apache.spark.sql.catalyst.dsl.expressions._
import org.apache.spark.sql.catalyst.dsl.plans._
import org.apache.spark.sql.catalyst.plans.PlanTest
import org.apache.spark.sql.catalyst.plans.logical._
import org.apache.spark.sql.catalyst.rules._
/**
* Test class to test CollapseSorts rule
* For adjacent sorts, collapse the sort if possible
*/
class CollapseSortsSuite extends PlanTest {

object Optimize extends RuleExecutor[LogicalPlan] {
val batches =
Batch("Collapse Sorts", FixedPoint(10),
CollapseSorts,
CollapseProject,
CombineLimits) :: Nil
}

val testRelation = LocalRelation('a.int, 'b.int, 'c.int)

test("collapsesorts: select has all columns used in sort") {
val originalQuery =
testRelation
.select('a, 'b)
.orderBy('b.asc)
.orderBy('a.asc)
val optimized = Optimize.execute(originalQuery.analyze)

val correctAnswer =
testRelation
.select('a, 'b)
.orderBy('a.asc).analyze
comparePlans(optimized, correctAnswer)
}


test("collapsesorts: combines two sorts project subset") {
val originalQuery =
testRelation
.select('a, 'b, 'c)
.orderBy('b.asc)
.orderBy('a.asc)
val optimized = Optimize.execute(originalQuery.analyze)

val correctAnswer =
testRelation
.select('a, 'b, 'c)
.orderBy('a.asc).analyze

comparePlans(optimized, correctAnswer)
}

test("collapsesorts: select has all columns used in sort, desc") {
val originalQuery =
testRelation
.select('a, 'b)
.orderBy('b.desc)
.orderBy('a.asc)
val optimized = Optimize.execute(originalQuery.analyze)

val correctAnswer =
testRelation
.select('a, 'b)
.orderBy('a.asc).analyze
comparePlans(optimized, correctAnswer)
}

test("collapsesorts: multiple sorts") {
val originalQuery =
testRelation
.select('a, 'b)
.orderBy('a.asc)
.orderBy('b.desc, 'a.asc)
.orderBy('a.asc)
val optimized = Optimize.execute(originalQuery.analyze)

val correctAnswer =
testRelation
.select('a, 'b)
.orderBy('a.asc).analyze
comparePlans(optimized, correctAnswer)
}

// Project will be introduced as part of Analyzer ResolveSortReferences. Test to ensure
// that sorts are collapsed.
test("collapsesorts: sorts will be collapsed even with project introduced in between") {
val originalQuery =
testRelation
.select('a)
.orderBy('b.desc, 'a.asc)
.orderBy('a.asc)
val optimized = Optimize.execute(originalQuery.analyze)

val correctAnswer =
testRelation
.select('a)
.orderBy('a.asc).analyze
comparePlans(optimized, correctAnswer)
}

test("collapsesorts: test collapsesorts in sort <- project <- sort scenario") {
val originalQuery =
testRelation
.orderBy('b.desc, 'a.asc)
.select('a, 'c)
.orderBy('c.asc)
val optimized = Optimize.execute(originalQuery.analyze)

val correctAnswer =
testRelation
.select('a, 'c)
.orderBy('c.asc).analyze
comparePlans(optimized, correctAnswer)
}

test("collapsesorts: test collapsesorts in sort <- limit <- sort scenario") {
val originalQuery =
testRelation
.orderBy('b.desc, 'a.asc)
.limit(2)
.orderBy('c.asc)
.select('a)
val optimized = Optimize.execute(originalQuery.analyze)
// Check there is only one Sort
assert(optimized.toString.split("Sort").length == 2)
}

test("collapsesorts: test collapsesorts in sort <- filter <- sort scenario") {
val originalQuery =
testRelation
.orderBy('b.desc, 'a.asc)
.where('c > 1)
.orderBy('c.asc)
.select('a, 'b, 'c, 'd)
val optimized = Optimize.execute(originalQuery.analyze)

val correctAnswer =
testRelation
.where('c > 1)
.orderBy('c.asc)
.select('a, 'b, 'c, 'd).analyze
comparePlans(optimized, correctAnswer)
}

test("collapsesorts: collapsesorts will not be exercised, global in sortBy is false") {
val originalQuery =
testRelation
.sortBy('b.desc, 'a.asc)
.where('c > 1)
.orderBy('c.asc)
.select('a, 'b, 'c, 'd)
val optimized = Optimize.execute(originalQuery.analyze)

val correctAnswer =
testRelation
.sortBy('b.desc, 'a.asc)
.where('c > 1)
.orderBy('c.asc)
.select('a, 'b, 'c, 'd).analyze
comparePlans(optimized, correctAnswer)
}

}