Database Decentralisation 📦

What's new?

Decentralised databases 📦

• Kaptive v3.3.0 fully decouples databases from the tool.
• Fully versioned databases.
• Only install the databases you need.
• Easier for curators to maintain their databases.

A new core 🍎

• Kaptive v3.3.0 is built around a new ultra fast API-first core.
• Allows for easier integration of new modules like plotting and annotation.
• Objects are structured with a data-oriented-design approach leveraging numpy for SoA (structure of arrays) batching.
• Designed for vectorised computation.
• Easier integration of machine learning in the future.
• Results are stored in frozen, slotted dataclasses - designed for efficiency, thread-safety and integration with web APIs.
• Extremely fast with numba!

Introduction of rammappy 🚀

• Kaptive is now 100% pip installable.
• No more background sub-processes, all computation happens directly in Kaptive.
• Safe for Web APIs.

Full Changelog: v3.2.2...v3.3.0