Fast LCS algorithms implemented in Rust
Project description
pylcs-rs
This is a Rust port of the pylcs project.
benchmark
on M4 MacOS
$ docker build -t lcsbench -f benchmark.dockerfile.aarch64 .
$ docker run -it --rm lcsbench
Input Sizes | pylcs_rs | pylcs
------------------------------------------------------------------------
(3, 7) | 0.000001 ±0.000001 | 0.000001 ±0.000002
(5, 3) | 0.000001 ±0.000001 | 0.000001 ±0.000000
(1000, 1100) | 0.003899 ±0.000217 | 0.002706 ±0.000069
(1500, 1500) | 0.008471 ±0.000209 | 0.005510 ±0.000138
(1100, 1100) | 0.003577 ±0.000050 | 0.002596 ±0.000030
(520, 520) | 0.000800 ±0.000047 | 0.000569 ±0.000013
development
Build and Test Rust Modules
cargo test
Install dev dependencies
uv sync
Build for editable package
uv run maturin develop --uv
Test Python Module
uv run pytest
build for release
uv run maturin build --release
The Artifact should be like: ./target/wheels/pylcs_rs-0.1.0-cp312-cp312-*.whl
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