HeartSaVioR commented on code in PR #39082:
URL: https://github.com/apache/spark/pull/39082#discussion_r1050326351
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sql/core/src/main/scala/org/apache/spark/sql/execution/ExistingRDD.scala:
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@@ -183,16 +172,80 @@ object LogicalRDD {
}
}
+ val logicalPlan = originDataset.logicalPlan
val optimizedPlan = originDataset.queryExecution.optimizedPlan
val executedPlan = originDataset.queryExecution.executedPlan
+ val (stats, constraints) = rewriteStatsAndConstraints(logicalPlan,
optimizedPlan)
+
LogicalRDD(
originDataset.logicalPlan.output,
rdd,
firstLeafPartitioning(executedPlan.outputPartitioning),
executedPlan.outputOrdering,
isStreaming
- )(originDataset.sparkSession, Some(optimizedPlan.stats),
Some(optimizedPlan.constraints))
+ )(originDataset.sparkSession, stats, constraints)
+ }
+
+ private[sql] def buildOutputAssocForRewrite(
+ source: Seq[Attribute],
+ destination: Seq[Attribute]): Option[Map[Attribute, Attribute]] = {
+ // We check the name and type, allowing nullability, exprId, metadata,
qualifier be different
+ // E.g. This could happen during optimization phase.
+ val rewrite = source.zip(destination).flatMap { case (attr1, attr2) =>
+ if (attr1.name == attr2.name && attr1.dataType == attr2.dataType) {
+ Some(attr1 -> attr2)
+ } else {
+ None
+ }
+ }.toMap
+
+ if (rewrite.size == source.size) {
+ Some(rewrite)
+ } else {
+ None
+ }
+ }
+
+ private[sql] def rewriteStatsAndConstraints(
+ logicalPlan: LogicalPlan,
+ optimizedPlan: LogicalPlan): (Option[Statistics], Option[ExpressionSet])
= {
+ val rewrite = buildOutputAssocForRewrite(optimizedPlan.output,
logicalPlan.output)
+
+ rewrite.map { rw =>
+ val rewrittenStatistics = rewriteStatistics(optimizedPlan.stats, rw)
+ val rewrittenConstraints = rewriteConstraints(optimizedPlan.constraints,
rw)
+
+ (Some(rewrittenStatistics), Some(rewrittenConstraints))
+ }.getOrElse {
+ // can't rewrite stats and constraints, give up
+ logWarning("The output columns are expected to the same (for name and
type) for output " +
Review Comment:
This is something I want to discuss. I see the difference of exprId which
makes sense, but is it possible to see other difference as well? If it's
possible, is LogicalRDD instance even safe?
Suppose we are here, should we raise an internal error instead, or it is
still a valid case and we log and give up?
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