Github user davies commented on a diff in the pull request: https://github.com/apache/spark/pull/12153#discussion_r59598886 --- Diff: sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/FileScanRDD.scala --- @@ -86,4 +87,9 @@ class FileScanRDD( } override protected def getPartitions: Array[Partition] = filePartitions.toArray + + override protected def getPreferredLocations(split: Partition): Seq[String] = { + val files = split.asInstanceOf[FilePartition].files + if (files.isEmpty) Seq.empty else files.maxBy(_.length).locations --- End diff -- Should we pick the top 3 host that hold most of the data?
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