Github user dongjoon-hyun commented on the issue:

    https://github.com/apache/spark/pull/19943
  
    After minimizing `nextBatch`, it becomes smaller than Parquet's 
`nextBatch`. But, it's inlined only some cases, but mostly not. It's not 
helpful. For the other technique, I'll try later.
    ```
    
org.apache.spark.sql.execution.datasources.orc.OrcColumnarBatchReader::nextBatch
 (107 bytes)   inline (hot)
    ```


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