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Ibis: One Library To Query Any Backend

MotherDuck 2,867 11 months ago
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Join Cody from @VoltronData and Mehdi to chat about the Ibis project! Don't miss the next livestream: https://motherduck.com/events/ ☁️🦆 Start using DuckDB in the Cloud for FREE with MotherDuck : https://hubs.la/Q02QnFR40 📓 Resources * Ibis project : https://ibis-project.org/ * Cody's Linkedin : https://www.linkedin.com/in/codydkdc/ ➡️ Follow Us LinkedIn: https://linkedin.com/company/motherduck X/Twitter : https://twitter.com/motherduck Blog: https://motherduck.com/blog/ 0:00 Intro 0:31 About Cody & Voltron Data 1:37 When did the Ibis project start? 3:15 Theseus data processing on GPU 5:31 Origin of Ibis and Dataframe history 14:35 How Ibis works at High level 19:05 A word on Apache Arrow 23:51 Why DuckDB as a default backend for Ibis? 26:42 Benchmark of Ibis vs Native API 32:55 SQL vs Dataframe pipelines 36:23 hands-on : getting started with Ibis 50:17 Ibis in the browser with WASM! 53:36 End2End analytics project using Ibis 55:03 Closing thoughts #duckdb #dataengineering #sql #python

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