goldenmatch-native

Optional native (Rust/PyO3) acceleration kernels for goldenmatch.

This is not a standalone package — it ships only the compiled abi3 extension that goldenmatch loads when present. Mirrors the polars / polars-runtime split: the goldenmatch frontend stays a pure-Python wheel, and the compiled runtime is distributed separately.

Install

pip install "goldenmatch[native]"   # frontend + this runtime

Installing goldenmatch alone keeps the pure-Python paths; adding the native extra pulls this package in and goldenmatch picks it up automatically — no code change required. With the runtime present, the auto-config planner routes simple/fast-box plans through the native Arrow block-scorer (measured 1.7–3.7x faster at 1k–60k rows, identical clusters).

Set GOLDENMATCH_PLANNER_BUCKET=0 to force the pure-Python scoring path even with the runtime installed.

What's inside

A single abi3 extension (goldenmatch_native._native) covering the gated kernels: record fingerprinting, block scoring, pair generation, featurize, and connected-components clustering. CPython 3.11+ on a per-platform wheel.

License

MIT.

Project links

Key dates

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  • Released:
Newer release available (0.2.2)

1 maintainer

PyPI data
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Avatar for benzsevern from gravatar.com benzsevern

Credits

Author: Ben Severn

License

MIT License (MIT)

Requires

Python >=3.11

Classifiers

Report project as malware

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