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

    https://github.com/apache/spark/pull/18073#discussion_r118004547
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/parquet/ParquetFileFormat.scala
 ---
    @@ -479,8 +479,9 @@ object ParquetFileFormat extends Logging {
           partFiles: Seq[FileStatus],
           ignoreCorruptFiles: Boolean): Seq[Footer] = {
         val parFiles = partFiles.par
    -    parFiles.tasksupport = new ForkJoinTaskSupport(new ForkJoinPool(8))
    -    parFiles.flatMap { currentFile =>
    +    val readParquetTaskSupport = new ForkJoinTaskSupport(new 
ForkJoinPool(8))
    +    parFiles.tasksupport = readParquetTaskSupport
    +    val footers = parFiles.flatMap { currentFile =>
    --- End diff --
    
    You could probably put the shutdown in a finally block to avoid adding this 
new reference. I think you can rearrange to use the existing one below. It does 
help shut it down in case of an error too. Also I think you can hold a 
reference just to the ForkJoinPool in order to shut it down rather than a ref 
to ForkJoinTaskSupport. No big deal


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