Github user jinxing64 commented on the issue: https://github.com/apache/spark/pull/18866 In current change: 1. `ClusteredDistribution` becomes ClusteredDistribution(clustering: Seq[Expression], clustersOpt: Option[Int] = None, useHiveHash: Boolean = false)` -- a) number and clusters can be specified, b) `useHiveHash` indicates whether Hive hash should be used for partitioning. 2. `InsertIntoHiveTable` requires distribution `ClusteredDistribution(partitionAttributes ++ bucketColumns, Option(bucketSpec.numBuckets), useHiveHash = true)`. Thus to make sure one bucket has only one file. 3. Partition id is not shown in name of bucket file, thus only bucket id decides the order of bucket file names. 4. Write an empty file for empty bucket file.
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