Github user JoshRosen commented on the pull request:

    https://github.com/apache/spark/pull/4292#issuecomment-72603238
  
    Ugh, I just realized that this might potentially regress behavior for some 
weird corner-cases that arise due to our shared mutable `hadoopConfiguration`.  
A common use-case for `sc.hadoopConfiguration` is to pass credentials for S3 
filesystems.  The problem that crops up is when a user has already defined a 
bunch of RDDs and then mutates the configuration to pass credentials: in this 
case, I think this patch will break those user programs because modifications 
to the `hadoopConfiguration` won't be reflected in the `JobConf`.


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