From 6e6320122ea84247c67e2d0fb0e6af54e2c5bb31 Mon Sep 17 00:00:00 2001 From: Dongjoon Hyun Date: Mon, 2 May 2016 12:40:21 -0700 Subject: [PATCH] [SPARK-14830][SQL] Add RemoveRepetitionFromGroupExpressions optimizer. ## What changes were proposed in this pull request? This PR aims to optimize GroupExpressions by removing repeating expressions. `RemoveRepetitionFromGroupExpressions` is added. **Before** ```scala scala> sql("select a+1 from values 1,2 T(a) group by a+1, 1+a, A+1, 1+A").explain() == Physical Plan == WholeStageCodegen : +- TungstenAggregate(key=[(a#0 + 1)#6,(1 + a#0)#7,(A#0 + 1)#8,(1 + A#0)#9], functions=[], output=[(a + 1)#5]) : +- INPUT +- Exchange hashpartitioning((a#0 + 1)#6, (1 + a#0)#7, (A#0 + 1)#8, (1 + A#0)#9, 200), None +- WholeStageCodegen : +- TungstenAggregate(key=[(a#0 + 1) AS (a#0 + 1)#6,(1 + a#0) AS (1 + a#0)#7,(A#0 + 1) AS (A#0 + 1)#8,(1 + A#0) AS (1 + A#0)#9], functions=[], output=[(a#0 + 1)#6,(1 + a#0)#7,(A#0 + 1)#8,(1 + A#0)#9]) : +- INPUT +- LocalTableScan [a#0], [[1],[2]] ``` **After** ```scala scala> sql("select a+1 from values 1,2 T(a) group by a+1, 1+a, A+1, 1+A").explain() == Physical Plan == WholeStageCodegen : +- TungstenAggregate(key=[(a#0 + 1)#6], functions=[], output=[(a + 1)#5]) : +- INPUT +- Exchange hashpartitioning((a#0 + 1)#6, 200), None +- WholeStageCodegen : +- TungstenAggregate(key=[(a#0 + 1) AS (a#0 + 1)#6], functions=[], output=[(a#0 + 1)#6]) : +- INPUT +- LocalTableScan [a#0], [[1],[2]] ``` ## How was this patch tested? Pass the Jenkins tests (with a new testcase) Author: Dongjoon Hyun Closes #12590 from dongjoon-hyun/SPARK-14830. --- .../sql/catalyst/optimizer/Optimizer.scala | 15 +++++++++++++- .../optimizer/AggregateOptimizeSuite.scala | 20 ++++++++++++++++++- 2 files changed, 33 insertions(+), 2 deletions(-) diff --git a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/Optimizer.scala b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/Optimizer.scala index 0b70edec8e37a..a147fff274139 100644 --- a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/Optimizer.scala +++ b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/Optimizer.scala @@ -68,7 +68,8 @@ abstract class Optimizer(sessionCatalog: SessionCatalog, conf: CatalystConf) ReplaceExceptWithAntiJoin, ReplaceDistinctWithAggregate) :: Batch("Aggregate", fixedPoint, - RemoveLiteralFromGroupExpressions) :: + RemoveLiteralFromGroupExpressions, + RemoveRepetitionFromGroupExpressions) :: Batch("Operator Optimizations", fixedPoint, // Operator push down SetOperationPushDown, @@ -1439,6 +1440,18 @@ object RemoveLiteralFromGroupExpressions extends Rule[LogicalPlan] { } } +/** + * Removes repetition from group expressions in [[Aggregate]], as they have no effect to the result + * but only makes the grouping key bigger. + */ +object RemoveRepetitionFromGroupExpressions extends Rule[LogicalPlan] { + def apply(plan: LogicalPlan): LogicalPlan = plan transform { + case a @ Aggregate(grouping, _, _) => + val newGrouping = ExpressionSet(grouping).toSeq + a.copy(groupingExpressions = newGrouping) + } +} + /** * Computes the current date and time to make sure we return the same result in a single query. */ diff --git a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/optimizer/AggregateOptimizeSuite.scala b/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/optimizer/AggregateOptimizeSuite.scala index e458eb8a1d362..c94dcb33546f8 100644 --- a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/optimizer/AggregateOptimizeSuite.scala +++ b/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/optimizer/AggregateOptimizeSuite.scala @@ -17,6 +17,9 @@ package org.apache.spark.sql.catalyst.optimizer +import org.apache.spark.sql.catalyst.SimpleCatalystConf +import org.apache.spark.sql.catalyst.analysis.{Analyzer, EmptyFunctionRegistry} +import org.apache.spark.sql.catalyst.catalog.{InMemoryCatalog, SessionCatalog} import org.apache.spark.sql.catalyst.dsl.expressions._ import org.apache.spark.sql.catalyst.dsl.plans._ import org.apache.spark.sql.catalyst.expressions.Literal @@ -25,10 +28,14 @@ import org.apache.spark.sql.catalyst.plans.logical.{LocalRelation, LogicalPlan} import org.apache.spark.sql.catalyst.rules.RuleExecutor class AggregateOptimizeSuite extends PlanTest { + val conf = new SimpleCatalystConf(caseSensitiveAnalysis = false) + val catalog = new SessionCatalog(new InMemoryCatalog, EmptyFunctionRegistry, conf) + val analyzer = new Analyzer(catalog, conf) object Optimize extends RuleExecutor[LogicalPlan] { val batches = Batch("Aggregate", FixedPoint(100), - RemoveLiteralFromGroupExpressions) :: Nil + RemoveLiteralFromGroupExpressions, + RemoveRepetitionFromGroupExpressions) :: Nil } test("remove literals in grouping expression") { @@ -42,4 +49,15 @@ class AggregateOptimizeSuite extends PlanTest { comparePlans(optimized, correctAnswer) } + + test("remove repetition in grouping expression") { + val input = LocalRelation('a.int, 'b.int, 'c.int) + + val query = input.groupBy('a + 1, 'b + 2, Literal(1) + 'A, Literal(2) + 'B)(sum('c)) + val optimized = Optimize.execute(analyzer.execute(query)) + + val correctAnswer = analyzer.execute(input.groupBy('a + 1, 'b + 2)(sum('c))) + + comparePlans(optimized, correctAnswer) + } }