Github user xwu0226 commented on the issue:

    https://github.com/apache/spark/pull/16156
  
    For normal parquet reader case, we have the following code
    ```Scala
    } else {
            logDebug(s"Falling back to parquet-mr")
            // ParquetRecordReader returns UnsafeRow
            val reader = pushed match {
              case Some(filter) =>
                new ParquetRecordReader[UnsafeRow](
                  new ParquetReadSupport,
                  FilterCompat.get(filter, null))
              case _ =>
                new ParquetRecordReader[UnsafeRow](new ParquetReadSupport)
            }
            reader.initialize(split, hadoopAttemptContext)
            reader
          }
    ```
    I am wondering we could try-catch the` reader.initialize` and recreate 
create the ParquetRecordReader without the filter and initialize again. 
    What do you think?


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