I don't think I would call this functional. Python is decidedly not at all functional - there's no way to declare arbitrary functions inline, no chaining of map/filter etc.
But the static types are definitely welcome. I didn't know about the type keyword. Apparently it makes it support forward references.
We'll that's huge. NumPy is fantastic. Had to use it for a bunch of linear algebra calculations for a Mars Atmospheric Descent Calculator. Fully mapped the trajectory and flight path as it entered the Martian Atmosphere. Was a cool little program...
Here “database” seems to mean a pandas dataframe. Sounds like you need to create a database using Postgres or sqlite or something similar, and recreate that database from a backup or database dump whenever you need it. You could host that database in the cloud or on your own network as well, if you need access remotely.
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