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Writing a native Polars plugin in Rust: PII masking with no per-row Python

A column of payment notes will teach you where Python spends its time. Mine held free text: "charged card 4111 1111 1111 1111", "cliente RUT 12.345.67…

rustpolarspythondataengineering
Dev.to Jul 24, 2026, 00:39 UTC
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Format-preserving encryption for PII in Polars: FF3-1 vs FF1 for RUT, CPF, and DNI

You need to hand a dataset of Chilean RUTs to an outside analytics team, who will join it against other tables by identifier, run the cohort analysis,…

polarsrustpythonprivacy
Dev.to Jul 3, 2026, 00:43 UTC
EN

Algorithmic Entity Resolution in Music Metadata

In the global streaming economy, Spotify, Apple Music, and other DSPs process billions of plays daily. Behind this massive transaction layer lies a fr…

pythonpolarsfintechalgorithms
Dev.to Jun 26, 2026, 21:24 UTC
EN

I built a native C# DataFrame engine to rival Python Polars (it's actually faster on some things)

Here is a draft for DEV.to. It is structured exactly how developers love to read articles: a quick introduction, the core architectural philosophy, so…

dotnetcsharppolarspython
Dev.to May 13, 2026, 10:32 UTC

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