HyukjinKwon commented on a change in pull request #27129: [SPARK-30427][SQL]
Add config item for limiting partition number when calculating statistics
through File System
URL: https://github.com/apache/spark/pull/27129#discussion_r380486918
##########
File path:
sql/hive/src/main/scala/org/apache/spark/sql/hive/execution/PruneHiveTablePartitions.scala
##########
@@ -73,19 +74,30 @@ private[sql] class PruneHiveTablePartitions(session:
SparkSession)
private def updateTableMeta(
tableMeta: CatalogTable,
prunedPartitions: Seq[CatalogTablePartition]): CatalogTable = {
- val sizeOfPartitions = prunedPartitions.map { partition =>
+ val partitionsWithSize = prunedPartitions.map { partition =>
val rawDataSize =
partition.parameters.get(StatsSetupConst.RAW_DATA_SIZE).map(_.toLong)
val totalSize =
partition.parameters.get(StatsSetupConst.TOTAL_SIZE).map(_.toLong)
if (rawDataSize.isDefined && rawDataSize.get > 0) {
- rawDataSize.get
+ (partition, rawDataSize.get)
} else if (totalSize.isDefined && totalSize.get > 0L) {
- totalSize.get
+ (partition, totalSize.get)
} else {
- 0L
+ (partition, 0L)
}
}
- if (sizeOfPartitions.forall(_ > 0)) {
- val sizeInBytes = sizeOfPartitions.sum
+ if (partitionsWithSize.forall(_._2 > 0)) {
+ val sizeInBytes = partitionsWithSize.map(_._2).sum
+ tableMeta.copy(stats = Some(CatalogStatistics(sizeInBytes =
BigInt(sizeInBytes))))
+ } else if (partitionsWithSize.count(_._2 == 0) <=
conf.maxPartNumForStatsCalculateViaFS) {
Review comment:
@fuwhu, are you're proposing a configuration to automatically calculate the
size? why don't you just manually run analyze comment to calculate the stats?
It's weird to do this based on the number of partitions.
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