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Posted to reviews@spark.apache.org by GitBox <gi...@apache.org> on 2021/08/25 06:33:19 UTC
[GitHub] [spark] kevincmchen commented on a change in pull request #33825: [SPARK-36568][SQL] Better FileScan statistics estimation
kevincmchen commented on a change in pull request #33825:
URL: https://github.com/apache/spark/pull/33825#discussion_r695439272
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File path: sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/v2/FileScan.scala
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@@ -187,7 +189,10 @@ trait FileScan extends Scan
new Statistics {
override def sizeInBytes(): OptionalLong = {
val compressionFactor = sparkSession.sessionState.conf.fileCompressionFactor
- val size = (compressionFactor * fileIndex.sizeInBytes).toLong
+ val size = (compressionFactor * fileIndex.sizeInBytes /
+ (dataSchema.defaultSize + fileIndex.partitionSchema.defaultSize) *
+ (readDataSchema.defaultSize + readPartitionSchema.defaultSize)).toLong
Review comment:
for parquet, which is a columnar storage format, the estimated size is much more correct; but for text, csv file, the size which is computed by the old way, is more correct.
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