Looks like this problem has been mentioned before:

http://qnalist.com/questions/5666463/downloads-from-s3-exceedingly-slow-when-running-on-spark-ec2

and a temporarily solution is to deploy on a dedicated EMR/S3 configuration.
I'll go for that one for a shot.



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