Optional native (Rust/PyO3) acceleration kernels for goldenanalysis
Project description
goldenanalysis-native
Optional native (Rust/PyO3) acceleration kernels for
goldenanalysis.
You don't import this directly. goldenanalysis stays a pure-Python wheel;
pip install goldenanalysis[native] pulls this compiled abi3 wheel, and
goldenanalysis.core._native_loader discovers it (falling back to the pure-Python
path when it isn't present).
The kernel mirrors the pure-Python aggregation loops in
goldenanalysis/core/aggregate.py (histogram, quantile) value-for-value, reading
input as a Float64 Arrow array (zero-copy, C Data Interface). A primitive is only
used under GOLDENANALYSIS_NATIVE=auto once it has cleared
_native_loader._GATED_ON — proven byte-identical and measured to move the wall
on a real shape. The two-crate split (pyo3-free analysis-core + this abi3 shim)
mirrors goldencheck-core/goldencheck-native.
Build in-tree for local dev (drops goldenanalysis/_native.abi3.so):
uv run python scripts/build_analysis_native.py
MIT.
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