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Show HN: Xorq – open-source Python-first Pandas-style pipelines

Source: news.ycombinator.com | By Unknown

Published on: 2025-05-26 12:27:31

xorq: Multi-engine ML pipelines made simple xorq is a deferred computational framework that brings the replicability and performance of declarative pipelines to the Python ML ecosystem. It enables us to write pandas-style transformations that never run out of memory, automatically cache intermediate results, and seamlessly move between SQL engines and Python UDFs—all while maintaining replicability. xorq is built on top of Ibis and DataFusion. Feature Description Declarative expressions Expres

Keywords: build data expressions xo xorq

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5 ways I use regex in Linux (and why they're so essential)

Source: zdnet.com | By Jack Wallen

Published on: 2025-06-02 21:57:28

TEK IMAGE/SCIENCE PHOTO LIBRARY/Getty Images Quick: If you shout "regular expressions" in a crowd of Linux users, what happens? Answer: Everyone will tell you the right way to use them, and every answer will be different. Regular expressions -- often called regex -- are sequences of characters that define a search pattern in text. That makes them sound like a one-trick pony, but you'd be surprised at how useful these things are. Regular expressions can be used for partner matching, text proc

Keywords: command expressions matches regular zdnet

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