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

    https://github.com/apache/spark/pull/12319#discussion_r60365527
  
    --- Diff: 
sql/hive/src/main/scala/org/apache/spark/sql/hive/orc/OrcRelation.scala ---
    @@ -160,19 +160,22 @@ private[sql] class DefaultSource
               val job = Job.getInstance(conf)
               FileInputFormat.setInputPaths(job, file.filePath)
     
    -          val inputFormat = new OrcNewInputFormat
               val fileSplit = new FileSplit(
                 new Path(new URI(file.filePath)), file.start, file.length, 
Array.empty
               )
    -
    -          val attemptId = new TaskAttemptID(new TaskID(new JobID(), 
TaskType.MAP, 0), 0)
    -          val hadoopAttemptContext = new TaskAttemptContextImpl(conf, 
attemptId)
    -          inputFormat.createRecordReader(fileSplit, hadoopAttemptContext)
    +          // Create RecordReader here. This will help in getting
    +          // ObjectInspector during recordReader creation itself and can
    +          // avoid NN call in unwrapOrcStructs to get ObjectInspector for 
the
    +          // file. Would be helpful for partitioned datasets.
    --- End diff --
    
    It would be good to emphasize that this `OrcRecordReader` is a customized 
one. People who are not familiar with ORC may think it's the default ORC record 
reader.


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