Hi all, How do you reliably deploy a spark model in production? Let's say I've done a lot of analysis and come up with a model that performs great. I have this "model file" and I'm not sure what to do with it. I want to build some kind of service around it that takes some inputs, converts them into a feature, runs the equivalent of 'transform', i.e. predict the output and return the output.
At the Spark Summit I heard a lot of talk about how this will be easy to do in Spark 2.0, but I'm looking for an solution sooner. PMML support is limited and the model I have can't be exported in that format. I would appreciate any ideas around this, especially from personal experiences. Regards, Saurabh
