Github user cloud-fan commented on the issue:

    https://github.com/apache/spark/pull/21143
  
    This is a very good point! Unfortunately Spark SQL doesn't support change 
the physical plan at a per-split fashion, and I'd say this feature is 
non-trivial to implement, and needs a design doc.
    
    After we have this feature, it might make sense to shift some of the mixin 
traits from `DataSourceReader` to `DataReaderFactory`, so that they can be 
applied per split.


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