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

    https://github.com/apache/spark/pull/16474#discussion_r96162528
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/FileScanRDD.scala
 ---
    @@ -135,11 +135,21 @@ class FileScanRDD(
               try {
                 if (ignoreCorruptFiles) {
                   currentIterator = new NextIterator[Object] {
    -                private val internalIter = readFunction(currentFile)
    +                private val internalIter = {
    +                  try {
    +                    // The readFunction may read files before consuming 
the iterator.
    +                    // E.g., vectorized Parquet reader.
    +                    readFunction(currentFile)
    --- End diff --
    
    I think it is hard to guarantee this because `readFunction` is coming from 
individual data source. Even we can modify current data sources, we may not be 
able to prevent other data sources doing this.


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