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14 Odd Python Libraries That Do Jobs You Would Hand Roll

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Some small libraries do one strange job so well that writing it yourself starts to feel silly.

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Think of bloom filters, name sounds, checksums, map grids, domain names, config files and spell checks.

I ran every example below on Python 3.13 before writing about it.

Each entry has a full worked example and the real output.

After that comes a closer look at what the output shows, a realistic use, why it matters and what bit me while testing.

I note where a result was weaker than expected, because that is the part tutorials leave out.

Timings change from run to run, so treat the numbers as ballpark.

1. bloom-filter2

A set that answers maybe or definitely not, in a tiny amount of memory.

bloom-filter2 is a pure Python Bloom filter that you size by item count and error rate. The code is…

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Abdul Ahad
Abdul Ahad

Written by Abdul Ahad

AI/ML engineer | MERN web developer | Business Developer | Digital Marketing Expert | 3 years of writing Experience and Providing Quality | 1M+ Views Monthly✨

Towards Data Engineering
Towards Data Engineering

Published in Towards Data Engineering

Explore top articles on data engineering, cloud architecture, agentic AI, and MLOps. Join our thriving Medium community of data professionals to discover curated insights, share your expertise, and build the future of AI and data-driven ecosystems.