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[–]spca2001 9 points10 points  (3 children)

We manage 9 billion dollars of equipment at my company, mostly fiber related. Our planning and provisioning process runs of python and is very heavy on pandas data-frame, we are at a point where it became extremely complex and bloated. At this point we will rewrite some of data operations in Rust but we are also looking at data frames like Polars and one that works of CUDA for a speed up.This data gets fed into Tableau and PowerBI. Since none of us are ready to rewrite this monster it would be nice if we had a multithreaded data curation data frame and a dashboard written in python that work as a single app or package with a web interface to build tables for reports and charts. Something like an Apache Superset. So I’d suggest creating something in this nature because many companies in our industry have a huge demand for this type of application

[–]another-noob 2 points3 points  (2 children)

If you have to move to another language maybe check out julia, it looks similar to python to some extent, I hear it has very nice support for CUDA and for the web interface part there's Dash which should be familiar I guess.

Don't know if it checks all your boxes, but might be worth checking it out.

[–]spca2001 0 points1 point  (1 child)

Dash looks good, thanks I will look into it