maryannxue commented on a change in pull request #25600: [SPARK-11150][SQL]
Dynamic Partition Pruning
URL: https://github.com/apache/spark/pull/25600#discussion_r318607818
##########
File path:
sql/core/src/main/scala/org/apache/spark/sql/execution/DataSourceScanExec.scala
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@@ -184,20 +184,51 @@ case class FileSourceScanExec(
metrics.filter(e => driverMetrics.contains(e._1)).values.toSeq)
}
+ private def isDynamicPruningFilter(e: Expression): Boolean =
+ e.find(_.isInstanceOf[PlanExpression[_]]).isDefined
+
@transient private lazy val selectedPartitions: Array[PartitionDirectory] = {
val optimizerMetadataTimeNs =
relation.location.metadataOpsTimeNs.getOrElse(0L)
val startTime = System.nanoTime()
- val ret = relation.location.listFiles(partitionFilters, dataFilters)
+ val ret =
+ relation.location.listFiles(
+ partitionFilters.filterNot(isDynamicPruningFilter), dataFilters)
if (relation.partitionSchemaOption.isDefined) {
driverMetrics("numPartitions") = ret.length
}
- driverMetrics("numFiles") = ret.map(_.files.size.toLong).sum
+ setFilesNumAndSizeMetric(ret, true)
val timeTakenMs = NANOSECONDS.toMillis(
(System.nanoTime() - startTime) + optimizerMetadataTimeNs)
driverMetrics("metadataTime") = timeTakenMs
ret
}.toArray
+ // We can only determine the actual partitions at runtime when a dynamic
partition filter is
+ // present. This is because such a filter relies on information that is only
available at run
+ // time (for instance the keys used in the other side of a join).
+ @transient private lazy val dynamicallySelectedPartitions:
Array[PartitionDirectory] = {
Review comment:
I'm +1 on that. But maybe we should still get the statically filtered
partitions as a local variable and set the static metrics.
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