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

    https://github.com/apache/spark/pull/16474#discussion_r94892571
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/parquet/ParquetFileFormat.scala
 ---
    @@ -543,6 +546,58 @@ object ParquetFileFormat extends Logging {
       }
     
       /**
    +   * Reads Parquet footers in multi-threaded manner.
    +   * If the config "spark.sql.files.ignoreCorruptFiles" is set to true, we 
will ignore the corrupted
    +   * files when reading footers.
    +   */
    +  private def readParquetFootersInParallel(
    +      conf: Configuration,
    +      partFiles: Seq[FileStatus],
    +      ignoreCorruptFiles: Boolean): Seq[Footer] = {
    +    val footers = partFiles.map { currentFile =>
    +      new Callable[Option[Footer]]() {
    --- End diff --
    
    this seems pretty convoluted. can we jsut use parallel collections to do 
this?



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