Github user yhuai commented on a diff in the pull request:

    https://github.com/apache/spark/pull/4563#discussion_r24619309
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/parquet/newParquet.scala ---
    @@ -226,13 +247,14 @@ case class ParquetRelation2
             f -> new Footer(f.getPath, parquetMetadata)
           }.seq.toMap
     
    -      partitionSpec = {
    -        val partitionDirs = dataStatuses
    +      partitionSpec = maybePartitionSpec.getOrElse {
    +        val partitionDirs = leaves
    --- End diff --
    
    Is it possible that we will miss partitioning columns? If not, I think we 
can ignore entirely empty directories.


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