When I use spark-submit (along with spark-ec2), I get dependency conflicts. spark-assembly includes older versions of apache commons codec and httpclient, and these conflict with many of the libs our software uses.
Is there any way to resolve these? Or, if we use the precompiled spark, can we simply not use newer versions of these libs, or anything that depends on them?