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In my experience there are two main advantages: reproducibility and cross-language support. Build systems like maven can read from the entire filesystem (e.g. it reads from ./~m2) …

I think Databricks will win.

Unfortunately their open source support is very little to non existent. It's great, and it doesn't work outside Facebook.

That's really cool :-) I have built a very similar project some time ago and although it's not as beautiful and organized as yours, it's pretty fast! It's in Portuguese, but if any…