Github user cloud-fan commented on the issue:

    https://github.com/apache/spark/pull/20397
  
    My point is, `ReadTask` is more precise, but `DataReaderFactor` also 
works(Spark serialize and send it to executors, and ask it to create data 
reader, it's reasonable to call it a factory). If we keep the name unchanged, 
we are forcing users to look into this subtle difference, which they don't have 
to.


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