Github user squito commented on the pull request:

    https://github.com/apache/spark/pull/5400#issuecomment-108090271
  
    > Hey, one idea for avoiding tests that write huge files: can we use a data 
generator + streaming
    > checksum function to be able to detect data corruption without having to 
materialize the entire file?
    
    I don't see an easy way to do that.  `WrappedLargeByteBuffer` doesn't have 
any hooks to generate the underlying byte buffers on the fly.  This was 
intentional, to keep the implementation as simple as possible in the initial 
version, and to leave that as a potential optimization in the future.  I could 
add another implementation of `LargeByteBuffer` just for testing, but that 
seems to defeat the purpose of testing the implementation we'd actually use in. 
 Or we could change the actual implementation to support that, but again, I'm 
reluctant to over-complicate the initial version -- we could certainly do 
fancier things but its not needed to just eliminate the hard barrier at 2GB we 
have now.
    
    I'm sort of just playing devil's advocate -- I totally understand the 
hesitation on including the tests as is, but not sure what else we should do.  
Definitely open to continue discussing it & other ideas


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