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[SPARK-33798][SQL] Add new rule to push down the foldable expressions through CaseWhen/If #30790
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| Original file line number | Diff line number | Diff line change | ||
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@@ -528,6 +528,28 @@ object SimplifyConditionals extends Rule[LogicalPlan] with PredicateHelper { | |||
| } | ||||
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| /** | ||||
| * Push the foldable expression into (if / case) branches. | ||||
| */ | ||||
| object PushFoldableIntoBranches extends Rule[LogicalPlan] with PredicateHelper { | ||||
| def apply(plan: LogicalPlan): LogicalPlan = plan transform { | ||||
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Member
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. nit: we cannot use
Member
Author
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. This copied from spark/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/expressions.scala Line 474 in 8ccc3c1
Member
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Ah, I see. I think its okay to simply use |
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| case q: LogicalPlan => q transformExpressionsUp { | ||||
| case b @ BinaryComparison(i @ If(_, trueValue, falseValue), right) if i.deterministic && | ||||
| right.foldable && trueValue.foldable && falseValue.foldable => | ||||
| i.copy( | ||||
| trueValue = b.makeCopy(Array(trueValue, right)), | ||||
| falseValue = b.makeCopy(Array(falseValue, right))) | ||||
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| case b @ BinaryComparison(c @ CaseWhen(branches, elseValue), right) if c.deterministic && | ||||
| right.foldable && (branches.map(_._2) ++ elseValue).forall(_.foldable) => | ||||
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| c.copy( | ||||
| branches.map(e => e.copy(_2 = b.makeCopy(Array(e._2, right)))), | ||||
| elseValue.map(e => b.makeCopy(Array(e, right)))) | ||||
| } | ||||
| } | ||||
| } | ||||
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| /** | ||||
| * 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 | ||||
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,146 @@ | ||
| /* | ||
| * 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. | ||
| */ | ||
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| package org.apache.spark.sql.catalyst.optimizer | ||
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| import org.apache.spark.sql.catalyst.analysis.UnresolvedAttribute | ||
| import org.apache.spark.sql.catalyst.dsl.expressions._ | ||
| import org.apache.spark.sql.catalyst.dsl.plans._ | ||
| import org.apache.spark.sql.catalyst.expressions._ | ||
| import org.apache.spark.sql.catalyst.expressions.Literal.{FalseLiteral, TrueLiteral} | ||
| import org.apache.spark.sql.catalyst.plans.PlanTest | ||
| import org.apache.spark.sql.catalyst.plans.logical._ | ||
| import org.apache.spark.sql.catalyst.rules._ | ||
| import org.apache.spark.sql.types.{BooleanType, IntegerType} | ||
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| class PushFoldableIntoBranchesSuite | ||
| extends PlanTest with ExpressionEvalHelper with PredicateHelper { | ||
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| object Optimize extends RuleExecutor[LogicalPlan] { | ||
| val batches = Batch("PushFoldableIntoBranches", FixedPoint(50), | ||
| BooleanSimplification, ConstantFolding, SimplifyConditionals, PushFoldableIntoBranches) :: Nil | ||
| } | ||
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| private val relation = LocalRelation('a.int, 'b.int, 'c.boolean) | ||
| private val a = EqualTo(UnresolvedAttribute("a"), Literal(100)) | ||
| private val b = UnresolvedAttribute("b") | ||
| private val c = EqualTo(UnresolvedAttribute("c"), Literal(true)) | ||
| private val ifExp = If(a, Literal(2), Literal(3)) | ||
| private val caseWhen = CaseWhen(Seq((a, Literal(1)), (c, Literal(2))), Some(Literal(3))) | ||
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Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. without the else value, seems like we can't optimize
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There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. |
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| protected def assertEquivalent(e1: Expression, e2: Expression): Unit = { | ||
| val correctAnswer = Project(Alias(e2, "out")() :: Nil, relation).analyze | ||
| val actual = Optimize.execute(Project(Alias(e1, "out")() :: Nil, relation).analyze) | ||
| comparePlans(actual, correctAnswer) | ||
| } | ||
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| private val normalBranch = (NonFoldableLiteral(true), Literal(10)) | ||
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| test("SPARK-33798: Push down EqualTo through If") { | ||
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| assertEquivalent(EqualTo(ifExp, Literal(4)), FalseLiteral) | ||
| assertEquivalent(EqualTo(ifExp, Literal(3)), If(a, FalseLiteral, TrueLiteral)) | ||
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There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. |
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| assertEquivalent(EqualTo(ifExp, Literal("4")), FalseLiteral) | ||
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| assertEquivalent(EqualTo(ifExp, Literal("3")), If(a, FalseLiteral, TrueLiteral)) | ||
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| // Do not simplify if it contains non foldable expressions. | ||
| assertEquivalent( | ||
| EqualTo(If(a, b, Literal(2)), Literal(2)), | ||
| EqualTo(If(a, b, Literal(2)), Literal(2))) | ||
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| // Do not simplify if it contains non-deterministic expressions. | ||
| val nonDeterministic = If(LessThan(Rand(1), Literal(0.5)), Literal(1), Literal(1)) | ||
| assert(!nonDeterministic.deterministic) | ||
| assertEquivalent(EqualTo(nonDeterministic, Literal(-1)), EqualTo(nonDeterministic, Literal(-1))) | ||
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| // Handle Null values. | ||
| assertEquivalent( | ||
| EqualTo(If(a, Literal(null, IntegerType), Literal(1)), Literal(1)), | ||
| If(a, Literal(null, BooleanType), TrueLiteral)) | ||
| assertEquivalent( | ||
| EqualTo(If(a, Literal(null, IntegerType), Literal(1)), Literal(2)), | ||
| If(a, Literal(null, BooleanType), FalseLiteral)) | ||
| assertEquivalent( | ||
| EqualTo(If(a, Literal(1), Literal(2)), Literal(null, IntegerType)), | ||
| Literal(null, BooleanType)) | ||
| assertEquivalent( | ||
| EqualTo(If(a, Literal(null, IntegerType), Literal(null, IntegerType)), Literal(1)), | ||
| Literal(null, BooleanType)) | ||
| } | ||
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| test("SPARK-33798: Push down other BinaryComparison through If") { | ||
| assertEquivalent(EqualNullSafe(ifExp, Literal(4)), FalseLiteral) | ||
| assertEquivalent(GreaterThan(ifExp, Literal(4)), FalseLiteral) | ||
| assertEquivalent(GreaterThanOrEqual(ifExp, Literal(4)), FalseLiteral) | ||
| assertEquivalent(LessThan(ifExp, Literal(4)), TrueLiteral) | ||
| assertEquivalent(LessThanOrEqual(ifExp, Literal(4)), TrueLiteral) | ||
| } | ||
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| test("SPARK-33798: Push down EqualTo through CaseWhen") { | ||
| assertEquivalent(EqualTo(caseWhen, Literal(4)), FalseLiteral) | ||
| assertEquivalent(EqualTo(caseWhen, Literal(3)), | ||
| CaseWhen(Seq((a, FalseLiteral), (c, FalseLiteral)), Some(TrueLiteral))) | ||
| assertEquivalent(EqualTo(caseWhen, Literal("4")), FalseLiteral) | ||
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| assertEquivalent(EqualTo(caseWhen, Literal("3")), | ||
| CaseWhen(Seq((a, FalseLiteral), (c, FalseLiteral)), Some(TrueLiteral))) | ||
| assertEquivalent( | ||
| EqualTo(CaseWhen(Seq((a, Literal("1")), (c, Literal("2"))), None), Literal("4")), | ||
| CaseWhen(Seq((a, FalseLiteral), (c, FalseLiteral)), None)) | ||
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| assertEquivalent( | ||
| And(EqualTo(caseWhen, Literal(5)), EqualTo(caseWhen, Literal(6))), | ||
| FalseLiteral) | ||
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| // Do not simplify if it contains non foldable expressions. | ||
| assertEquivalent(EqualTo(caseWhen, NonFoldableLiteral(true)), | ||
| EqualTo(caseWhen, NonFoldableLiteral(true))) | ||
| val nonFoldable = CaseWhen(Seq(normalBranch, (a, b)), None) | ||
| assertEquivalent(EqualTo(nonFoldable, Literal(1)), EqualTo(nonFoldable, Literal(1))) | ||
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| // Do not simplify if it contains non-deterministic expressions. | ||
| val nonDeterministic = CaseWhen(Seq((LessThan(Rand(1), Literal(0.5)), Literal(1))), Some(b)) | ||
| assert(!nonDeterministic.deterministic) | ||
| assertEquivalent(EqualTo(nonDeterministic, Literal(-1)), EqualTo(nonDeterministic, Literal(-1))) | ||
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| // Handle Null values. | ||
| assertEquivalent( | ||
| EqualTo(CaseWhen(Seq((a, Literal(null, IntegerType))), Some(Literal(1))), Literal(2)), | ||
| CaseWhen(Seq((a, Literal(null, BooleanType))), Some(FalseLiteral))) | ||
| assertEquivalent( | ||
| EqualTo(CaseWhen(Seq((a, Literal(1))), Some(Literal(2))), Literal(null, IntegerType)), | ||
| Literal(null, BooleanType)) | ||
| assertEquivalent( | ||
| EqualTo(CaseWhen(Seq((a, Literal(null, IntegerType))), Some(Literal(1))), Literal(1)), | ||
| CaseWhen(Seq((a, Literal(null, BooleanType))), Some(TrueLiteral))) | ||
| assertEquivalent( | ||
| EqualTo(CaseWhen(Seq((a, Literal(null, IntegerType))), Some(Literal(null, IntegerType))), | ||
| Literal(1)), | ||
| Literal(null, BooleanType)) | ||
| assertEquivalent( | ||
| EqualTo(CaseWhen(Seq((a, Literal(null, IntegerType))), Some(Literal(null, IntegerType))), | ||
| Literal(null, IntegerType)), | ||
| Literal(null, BooleanType)) | ||
| } | ||
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| test("SPARK-33798: Push down other BinaryComparison through CaseWhen") { | ||
| assertEquivalent(EqualNullSafe(caseWhen, Literal(4)), FalseLiteral) | ||
| assertEquivalent(GreaterThan(caseWhen, Literal(4)), FalseLiteral) | ||
| assertEquivalent(GreaterThanOrEqual(caseWhen, Literal(4)), FalseLiteral) | ||
| assertEquivalent(LessThan(caseWhen, Literal(4)), TrueLiteral) | ||
| assertEquivalent(LessThanOrEqual(caseWhen, Literal(4)), TrueLiteral) | ||
| } | ||
| } | ||
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Nice idea.