{"slug": "show-hn-desbordante-2-5-0-released", "title": "Show HN: Desbordante 2.5.0 Released", "summary": "Desbordante released version 2.5.0 of its open-source, high-performance data profiler, adding 9 new patterns and support for sequences as a fourth dataset type, the project announced. The release also adds support for Python 3.15, which the project said just came out, alongside infrastructure work it described as mostly invisible to users. Desbordante takes a symbolic, explainable approach to data analysis, producing verifiable rule-shaped artifacts such as data dependencies and association rules rather than black-box model output.", "body_md": "Almost a year has passed since Desbordante’s last release, and now we’re rolling out a new one — 2.5.0.\n\nDesbordante is an open-source, high-performance data profiler that finds and validates complex patterns in data using a bunch of advanced algorithms.\n\nUnlike the black-box ML approaches that dominate today, Desbordante takes a symbolic, explainable approach to data analysis, producing explicit rules or rule-shaped artifacts that are verifiable, such as data dependencies, association rules, or other patterns. It’s a different way to analyze data, and it works well alongside black-box models. Unlike free-form model output, these patterns have precise semantics and can be validated algorithmically against the data. And, importantly, no hallucinations or misclassification.\n\nThis release adds 9 new patterns, including support for another dataset type: sequences in data. That brings the total to 4. We also picked up Python 3.15, which just came out. On top of the new patterns, there was a lot of infrastructure work too — mostly invisible to users, but important.\n\nFull changelog: [https://github.com/Desbordante/desbordante-core/releases/tag...](https://github.com/Desbordante/desbordante-core/releases/tag/v2.5.0)\n\nComments URL: [https://news.ycombinator.com/item?id=49915856](https://news.ycombinator.com/item?id=49915856)\n\nPoints: 1\n\n# Comments: 0", "url": "https://wpnews.pro/news/show-hn-desbordante-2-5-0-released", "canonical_source": "https://github.com/Desbordante/desbordante-core/releases/tag/v2.5.0", "published_at": "2026-09-30 23:37:13+00:00", "updated_at": "2026-09-30 23:48:43.121732+00:00", "lang": "en", "topics": ["developer-tools"], "entities": ["Desbordante", "Python 3.15"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/show-hn-desbordante-2-5-0-released", "markdown": "https://wpnews.pro/news/show-hn-desbordante-2-5-0-released.md", "text": "https://wpnews.pro/news/show-hn-desbordante-2-5-0-released.txt", "jsonld": "https://wpnews.pro/news/show-hn-desbordante-2-5-0-released.jsonld"}}