Github user arunmahadevan commented on the issue:

    https://github.com/apache/spark/pull/21145
  
    IMO, its better to keep it the current way. 
    
    `DataReaderFactory` implies that its something that produces `DataReader` 
which it does, whereas `ReadTask` is gives a notion that it does some reading 
whereas what it really does is `createDataReader`. 
    
    The current naming makes it consistent at the read/write side and I think 
the re-naming would add to the already confusing interfaces.


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