mrjob has really good integration to Amazon's Elastic Map Reduce, makes it totally painless. I had to analyze 1TB of logs for my thesis and in less than 8 hours I discovered mrjob, wrote my job, and successfully ran it on EMR. Granted I have prior experience with MapReduce, but even to a newcomer, I can't imagine that would add too much time.