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akdor1154 3 hours ago

Sup Eddie, the actual motivating example is we finally nixed Pandas from Data Ingestion, now reading excel files takes 2 seconds instead of 2 minutes. However unfortunately your

> TODO: rewrite this entire service

remains.

__mharrison__ 2 hours ago | parent | next [-]

Rewriting pandas to polars is relatively trivial for most tasks these days. Especially if you wrote your pandas code correctly.

I still prefer (and use) Pandas for EDA. I think matplotlib integration is a better choice for most viz.

Also, I'm probably in the top 3-5 worldwide for number of folks I've trained with pandas. I offer Polars training and there is little demand for it.

__eddie__ 3 hours ago | parent | prev [-]

> Sup Eddie, the actual motivating example is we finally nixed Pandas from Data Ingestion, now reading excel files takes 2 seconds instead of 2 minutes. However unfortunately your

I shall pass this information along to my sleep paralysis demons. They'll be glad to hear it.

> > TODO: rewrite this entire service

Part of me enjoys the historical significance of this. However, I feel like keeping it would violate my own princples: https://eddie.codes/posts/source-code-comments/