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

    https://github.com/apache/spark/pull/18073#discussion_r118331567
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/parquet/ParquetFileFormat.scala
 ---
    @@ -495,6 +496,8 @@ object ParquetFileFormat extends Logging {
             } else {
               throw new IOException(s"Could not read footer for file: 
$currentFile", e)
             }
    +      } finally {
    +        pool.shutdown()
    --- End diff --
    
    Why not doing it outside? For example?
    
    ```Scala
        val parFiles = partFiles.par
        val pool = new ForkJoinPool(8)
        parFiles.tasksupport = new ForkJoinTaskSupport(pool)
        try {
          parFiles.flatMap { currentFile =>
            ...
          }.seq
        } finally {
          pool.shutdown()
        }
    ```


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