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

    https://github.com/apache/spark/pull/18073#discussion_r118195655
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/parquet/ParquetFileFormat.scala
 ---
    @@ -479,7 +479,8 @@ object ParquetFileFormat extends Logging {
           partFiles: Seq[FileStatus],
           ignoreCorruptFiles: Boolean): Seq[Footer] = {
         val parFiles = partFiles.par
    -    parFiles.tasksupport = new ForkJoinTaskSupport(new ForkJoinPool(8))
    +    val pool = new ForkJoinPool(8)
    --- End diff --
    
    The main concern is that if we share a thread pool for parquet reading, we 
may limit the concurrency as @srowen pointed out in the JIRA.
    
    If we have multiple parquet reading in parallel, they will share the pool. 
Currently they own their pool.
    



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