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Original file line number Diff line number Diff line change
Expand Up @@ -145,9 +145,9 @@ trait CheckAnalysis extends PredicateHelper with LookupCatalog with QueryErrorsB

def checkAnalysis(plan: LogicalPlan): Unit = {
val inlineCTE = InlineCTE(alwaysInline = true)
val cteMap = mutable.HashMap.empty[Long, (CTERelationDef, Int)]
val cteMap = mutable.HashMap.empty[Long, (CTERelationDef, Int, mutable.Map[Long, Int])]
inlineCTE.buildCTEMap(plan, cteMap)
cteMap.values.foreach { case (relation, refCount) =>
cteMap.values.foreach { case (relation, refCount, _) =>
// If a CTE relation is never used, it will disappear after inline. Here we explicitly check
// analysis for it, to make sure the entire query plan is valid.
if (refCount == 0) checkAnalysis0(relation.child)
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Original file line number Diff line number Diff line change
Expand Up @@ -42,8 +42,9 @@ case class InlineCTE(alwaysInline: Boolean = false) extends Rule[LogicalPlan] {

override def apply(plan: LogicalPlan): LogicalPlan = {
if (!plan.isInstanceOf[Subquery] && plan.containsPattern(CTE)) {
val cteMap = mutable.HashMap.empty[Long, (CTERelationDef, Int)]
val cteMap = mutable.SortedMap.empty[Long, (CTERelationDef, Int, mutable.Map[Long, Int])]
buildCTEMap(plan, cteMap)
cleanCTEMap(cteMap)
val notInlined = mutable.ArrayBuffer.empty[CTERelationDef]
val inlined = inlineCTE(plan, cteMap, notInlined)
// CTEs in SQL Commands have been inlined by `CTESubstitution` already, so it is safe to add
Expand All @@ -70,48 +71,69 @@ case class InlineCTE(alwaysInline: Boolean = false) extends Rule[LogicalPlan] {

def buildCTEMap(
plan: LogicalPlan,
cteMap: mutable.HashMap[Long, (CTERelationDef, Int)]): Unit = {
cteMap: mutable.Map[Long, (CTERelationDef, Int, mutable.Map[Long, Int])],
outerCTEId: Option[Long] = None): Unit = {
plan match {
case WithCTE(_, cteDefs) =>
case WithCTE(child, cteDefs) =>
cteDefs.foreach { cteDef =>
cteMap(cteDef.id) = (cteDef, 0, mutable.Map.empty.withDefaultValue(0))
}
cteDefs.foreach { cteDef =>
cteMap.put(cteDef.id, (cteDef, 0))
buildCTEMap(cteDef, cteMap, Some(cteDef.id))
}
buildCTEMap(child, cteMap, outerCTEId)

case ref: CTERelationRef =>
val (cteDef, refCount) = cteMap(ref.cteId)
cteMap.update(ref.cteId, (cteDef, refCount + 1))
val (cteDef, refCount, refMap) = cteMap(ref.cteId)
cteMap(ref.cteId) = (cteDef, refCount + 1, refMap)
outerCTEId.foreach { cteId =>
val (_, _, outerRefMap) = cteMap(cteId)
outerRefMap(ref.cteId) += 1
}

case _ =>
}

if (plan.containsPattern(CTE)) {
plan.children.foreach { child =>
buildCTEMap(child, cteMap)
}
if (plan.containsPattern(CTE)) {
plan.children.foreach { child =>
buildCTEMap(child, cteMap, outerCTEId)
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is this duplicated? If plan is WithCTE, we should have already invoked buildCTEMap for CTE relations in https://github.com/apache/spark/pull/40856/files#diff-1c15413e5d63f78fff1db3dec9df4a671e78b76d086104d81f4a967eb2800805R82

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nvm, this is the case _ branch.

}

plan.expressions.foreach { expr =>
if (expr.containsAllPatterns(PLAN_EXPRESSION, CTE)) {
expr.foreach {
case e: SubqueryExpression =>
buildCTEMap(e.plan, cteMap)
case _ =>
plan.expressions.foreach { expr =>
if (expr.containsAllPatterns(PLAN_EXPRESSION, CTE)) {
expr.foreach {
case e: SubqueryExpression => buildCTEMap(e.plan, cteMap, outerCTEId)
case _ =>
}
}
}
}
}
}

private def cleanCTEMap(
cteRefMap: mutable.SortedMap[Long, (CTERelationDef, Int, mutable.Map[Long, Int])]
) = {
cteRefMap.keys.toSeq.reverse.foreach { currentCTEId =>
val (_, currentRefCount, refMap) = cteRefMap(currentCTEId)
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so the idea is, if a CTE relation A is referenced by another CTE relation B, and relation B has no references, we should update the relation A reference count to exclude the references from relation B? Can we add comments to write it down?

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Yes. Added scaladoc in ecbc4b8, let me know if it needs more detailed comments.

if (currentRefCount == 0) {
refMap.foreach { case (referencedCTEId, uselessRefCount) =>
val (cteDef, refCount, refMap) = cteRefMap(referencedCTEId)
cteRefMap(referencedCTEId) = (cteDef, refCount - uselessRefCount, refMap)
}
}
}
}

private def inlineCTE(
plan: LogicalPlan,
cteMap: mutable.HashMap[Long, (CTERelationDef, Int)],
cteMap: mutable.Map[Long, (CTERelationDef, Int, mutable.Map[Long, Int])],
notInlined: mutable.ArrayBuffer[CTERelationDef]): LogicalPlan = {
plan match {
case WithCTE(child, cteDefs) =>
cteDefs.foreach { cteDef =>
val (cte, refCount) = cteMap(cteDef.id)
val (cte, refCount, refMap) = cteMap(cteDef.id)
if (refCount > 0) {
val inlined = cte.copy(child = inlineCTE(cte.child, cteMap, notInlined))
cteMap.update(cteDef.id, (inlined, refCount))
cteMap(cteDef.id) = (inlined, refCount, refMap)
if (!shouldInline(inlined, refCount)) {
notInlined.append(inlined)
}
Expand All @@ -120,7 +142,7 @@ case class InlineCTE(alwaysInline: Boolean = false) extends Rule[LogicalPlan] {
inlineCTE(child, cteMap, notInlined)

case ref: CTERelationRef =>
val (cteDef, refCount) = cteMap(ref.cteId)
val (cteDef, refCount, _) = cteMap(ref.cteId)
if (shouldInline(cteDef, refCount)) {
if (ref.outputSet == cteDef.outputSet) {
cteDef.child
Expand Down
11 changes: 11 additions & 0 deletions sql/core/src/test/scala/org/apache/spark/sql/SQLQuerySuite.scala
Original file line number Diff line number Diff line change
Expand Up @@ -4648,6 +4648,17 @@ class SQLQuerySuite extends QueryTest with SharedSparkSession with AdaptiveSpark
sql("SELECT /*+ hash(t2) */ * FROM t1 join t2 on c1 = c2")
}
}

test("SPARK-43199: InlineCTE is idempotent") {
sql(
"""
|WITH
| x(r) AS (SELECT random()),
| y(r) AS (SELECT * FROM x),
| z(r) AS (SELECT * FROM x)
|SELECT * FROM z
|""".stripMargin).collect()
}
}

case class Foo(bar: Option[String])