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[GLUTEN-8168] Add pre-projections for join condition (#8185)
* refactor * add new rule * fixed
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202 changes: 202 additions & 0 deletions
202
...s-clickhouse/src/main/scala/org/apache/gluten/extension/AddPreProjectionForHashJoin.scala
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/* | ||
* 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.gluten.extension | ||
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import org.apache.gluten.backendsapi.clickhouse.CHBackendSettings | ||
import org.apache.gluten.execution._ | ||
import org.apache.gluten.utils._ | ||
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import org.apache.spark.internal.Logging | ||
import org.apache.spark.sql.SparkSession | ||
import org.apache.spark.sql.catalyst.expressions._ | ||
import org.apache.spark.sql.catalyst.expressions.NamedExpression | ||
import org.apache.spark.sql.catalyst.rules.Rule | ||
import org.apache.spark.sql.execution._ | ||
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import scala.collection.mutable | ||
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/* | ||
* It will add a projection before hash join for | ||
* 1. The join keys which are not attribute references. | ||
* 2. If the join could rewrite into multiple join contiditions, also replace all the join keys with | ||
* attribute references. | ||
* | ||
* JoinUtils.createPreProjectionIfNeeded has add a pre-projection for join keys, but it doesn't | ||
* handle the post filter. | ||
*/ | ||
case class AddPreProjectionForHashJoin(session: SparkSession) | ||
extends Rule[SparkPlan] | ||
with PullOutProjectHelper | ||
with Logging { | ||
override def apply(plan: SparkPlan): SparkPlan = { | ||
if (!CHBackendSettings.enablePreProjectionForJoinConditions) { | ||
return plan | ||
} | ||
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plan.transformUp { | ||
case hashJoin: CHShuffledHashJoinExecTransformer => | ||
val leftReplacedExpressions = new mutable.HashMap[Expression, NamedExpression] | ||
val rightReplacedExpressions = new mutable.HashMap[Expression, NamedExpression] | ||
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val newLeftKeys = hashJoin.leftKeys.map { | ||
case e => replaceExpressionWithAttribute(e, leftReplacedExpressions, false, false) | ||
} | ||
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val newRightKeys = hashJoin.rightKeys.map { | ||
case e => replaceExpressionWithAttribute(e, rightReplacedExpressions, false, false) | ||
} | ||
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val newCondition = replaceExpressionInCondition( | ||
hashJoin.condition, | ||
hashJoin.left, | ||
leftReplacedExpressions, | ||
hashJoin.right, | ||
rightReplacedExpressions) | ||
val leftProjectExprs = | ||
eliminateProjectList(hashJoin.left.outputSet, leftReplacedExpressions.values.toSeq) | ||
val rightProjectExprs = | ||
eliminateProjectList(hashJoin.right.outputSet, rightReplacedExpressions.values.toSeq) | ||
val newHashJoin = hashJoin.copy( | ||
leftKeys = newLeftKeys, | ||
rightKeys = newRightKeys, | ||
condition = newCondition, | ||
left = if (leftReplacedExpressions.size > 0) { | ||
ProjectExecTransformer(leftProjectExprs, hashJoin.left) | ||
} else { hashJoin.left }, | ||
right = if (rightReplacedExpressions.size > 0) { | ||
ProjectExecTransformer(rightProjectExprs, hashJoin.right) | ||
} else { hashJoin.right } | ||
) | ||
if (leftReplacedExpressions.size > 0 || rightReplacedExpressions.size > 0) { | ||
ProjectExecTransformer(hashJoin.output, newHashJoin) | ||
} else { | ||
newHashJoin | ||
} | ||
} | ||
} | ||
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private def replaceExpressionInCondition( | ||
condition: Option[Expression], | ||
leftPlan: SparkPlan, | ||
leftReplacedExpressions: mutable.HashMap[Expression, NamedExpression], | ||
rightPlan: SparkPlan, | ||
rightReplacedExpressions: mutable.HashMap[Expression, NamedExpression]) | ||
: Option[Expression] = { | ||
if (!condition.isDefined) { | ||
return condition | ||
} | ||
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def replaceExpression( | ||
e: Expression, | ||
exprMap: mutable.HashMap[Expression, NamedExpression]): Expression = { | ||
e match { | ||
case or @ Or(left, right) => | ||
Or(replaceExpression(left, exprMap), replaceExpression(right, exprMap)) | ||
case and @ And(left, right) => | ||
And(replaceExpression(left, exprMap), replaceExpression(right, exprMap)) | ||
case equalTo @ EqualTo(left, right) => | ||
EqualTo(replaceExpression(left, exprMap), replaceExpression(right, exprMap)) | ||
case _ => | ||
exprMap.getOrElseUpdate(e.canonicalized, null) match { | ||
case null => e | ||
case ne: NamedExpression => ne.toAttribute | ||
} | ||
} | ||
} | ||
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val leftExprs = new mutable.ArrayBuffer[Expression] | ||
val rightExps = new mutable.ArrayBuffer[Expression] | ||
if (isMultipleOrEqualsCondition(condition.get, leftPlan, leftExprs, rightPlan, rightExps)) { | ||
leftExprs.foreach { | ||
e => replaceExpressionWithAttribute(e, leftReplacedExpressions, false, false) | ||
} | ||
rightExps.foreach { | ||
e => replaceExpressionWithAttribute(e, rightReplacedExpressions, false, false) | ||
} | ||
Some(replaceExpression(condition.get, leftReplacedExpressions ++ rightReplacedExpressions)) | ||
} else { | ||
condition | ||
} | ||
} | ||
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private def isMultipleOrEqualsCondition( | ||
e: Expression, | ||
leftPlan: SparkPlan, | ||
leftExpressions: mutable.ArrayBuffer[Expression], | ||
rightPlan: SparkPlan, | ||
rightExpressions: mutable.ArrayBuffer[Expression]): Boolean = { | ||
def splitIntoOrExpressions(e: Expression, result: mutable.ArrayBuffer[Expression]): Unit = { | ||
e match { | ||
case Or(left, right) => | ||
splitIntoOrExpressions(left, result) | ||
splitIntoOrExpressions(right, result) | ||
case _ => | ||
result += e | ||
} | ||
} | ||
def splitIntoAndExpressions(e: Expression, result: mutable.ArrayBuffer[Expression]): Unit = { | ||
e match { | ||
case And(left, right) => | ||
splitIntoAndExpressions(left, result) | ||
splitIntoAndExpressions(right, result) | ||
case _ => | ||
result += e | ||
} | ||
} | ||
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val leftOutputSet = leftPlan.outputSet | ||
val rightOutputSet = rightPlan.outputSet | ||
val orExpressions = new mutable.ArrayBuffer[Expression]() | ||
splitIntoOrExpressions(e, orExpressions) | ||
orExpressions.foreach { | ||
orExpression => | ||
val andExpressions = new mutable.ArrayBuffer[Expression]() | ||
splitIntoAndExpressions(orExpression, andExpressions) | ||
andExpressions.foreach { | ||
e => | ||
if (!e.isInstanceOf[EqualTo]) { | ||
return false; | ||
} | ||
val equalExpr = e.asInstanceOf[EqualTo] | ||
val leftPos = if (equalExpr.left.references.subsetOf(leftOutputSet)) { | ||
leftExpressions += equalExpr.left | ||
0 | ||
} else if (equalExpr.left.references.subsetOf(rightOutputSet)) { | ||
rightExpressions += equalExpr.left | ||
1 | ||
} else { | ||
return false | ||
} | ||
val rightPos = if (equalExpr.right.references.subsetOf(leftOutputSet)) { | ||
leftExpressions += equalExpr.right | ||
0 | ||
} else if (equalExpr.right.references.subsetOf(rightOutputSet)) { | ||
rightExpressions += equalExpr.right | ||
1 | ||
} else { | ||
return false | ||
} | ||
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// they should come from different side | ||
if (leftPos == rightPos) { | ||
return false | ||
} | ||
} | ||
} | ||
true | ||
} | ||
} |
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