I did need a doall in my function at one point, but later (must have been when 
I moved frequencies in) I removed it and saw it was no longer necessary. I did 
not run out of memory, and I was surprised how fast it was, but I was not 
completely sure if there was an implicit doall that was doing still reading in 
the file all at once. If this is not the case, then great!

I did see this thread on updating a value in a map if. It exists 
-https://groups.google.com/forum/#!topic/clojure/sj2jc1Uquyk
but if I don't need to go that route I won't this time
-Rob

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