I'm new to H2O project but have a lot of interest to use it for my web application. I've made a few tutorials building a model with h2o library in R and then exporting it as POJO model.
My problem is that the data I need to predict is in different format I used for train dataset. I am wondering is it possible to use my R code with data transformation and export it as POJO (or similar) so I could prepare a new data for prediction in real time.
I've found some examples in "Productionizing H2O" section on H2O docs page (link), like Consumer loan application and Storm bolt. But in first case they use the same set of features and in the second one data prep is done with .java code (not sure on that, I have a poor programming skills outside of R). So I am not able to figure out how to use my transformation code in R on a new dataset.
Any suggestions?
