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This is a companion post to my discussion with Craig Andera on Relevance Podcast Episode 32 and my Clojure/West talk Clojure in the Large. I've talked about various bits and pieces of this workflow at other times, too, but I'll try to bring it all together here in the hopes that others will find it useful. One of the great pleasures of working with a dynamic language is being able to build a syste
Processing data can be a real a mess! Here at Factual we’ve felt the pain of managing data workflows for a very long time. Here are just a few of the issues: a multitude of steps, with complicated dependencies code and input can change frequently — it’s tiring and error-prone to figure out what needs to be re-built inputs scattered all over (home directories, NFS, HDFS, etc.), tough to maintain, t
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