It depends on the specifics, but I converted a couple of scripts recently that would take minutes to run with Pandas that only took seconds to run with Polars. I was pretty impressed.
That was probably about what I got when I migrated some heavy number crunching code from Pandas to Polars a few years ago. Maybe even better than that.
Oh god, yeah, that's a great one. Also that one Black Mirror episode where AIs are just enslaved brain scans living in a simulated reality at 0.0001x of real time so that from the outside they perform tasks quickly.
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- it's so easy you want to build every app around streamlit pretty soon, then you find out it's a pain because of execution flow. Still, i'm using it far beyond the dashboards...
- i would really, really understand the execution flow model
...boy i wouldn't bet against him..
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