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

    https://github.com/apache/spark/pull/13623#discussion_r66724148
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/PartitioningAwareFileCatalog.scala
 ---
    @@ -96,7 +96,10 @@ abstract class PartitioningAwareFileCatalog(
     
       protected def inferPartitioning(): PartitionSpec = {
         // We use leaf dirs containing data files to discover the schema.
    -    val leafDirs = leafDirToChildrenFiles.keys.toSeq
    +    val leafDirs = leafDirToChildrenFiles.filterNot {
    +      // SPARK-15895: Metadata files like Parquet summary files should not 
be counted as data files.
    +      case (_, files) => files.forall(_.getPath.getName.startsWith("_"))
    --- End diff --
    
    For compatibility with 
https://github.com/rxin/spark/blob/705a76f84605f1d54e98caae7f81631bf80c8feb/sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/fileSourceInterfaces.scala#L347
 would it be helpful to also exclude any `.`-prefixed files?


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