A high-performance coverage-preserving polygon reduction library for Python, written in Rust
Project description
PolyShell
A high-performance coverage-preserving polygon reduction library for Python, written in Rust.
[!IMPORTANT] This software is Emerging and subject to ECMWF's guidelines on Software Maturity.
Time to reduce a 50,000 point polygon by 90%.
This project was developed as part of ECMWF's Code4Earth initiative by Niall Oswald, Kenneth Martin and Jo Wayne Tan.
Highlights
- ✅ Guarantees encapsulation of the initial polygon.
- 🔥 Rust-powered performance.
- 🧩 A simple Python API to access all reduction methods and modes.
- 🌍 Seamlessly integration with NumPy and Shapely.
- 📏 Tunable accuracy and reduction rates.
- 🐍 Python and PyPy compatible.
PolyShell is supported by the ECMWF through the Code for Earth programme.
Installation
PolyShell is available on PyPI for easy installation:
$ pip install polyshell
PolyShell can also be built from source using maturin. See the guide here.
Example
All of PolyShell's reduction algorithms are accessible through reduce_polygon.
from polyshell import reduce_polygon
original = [
(0.0, 0.0),
(0.0, 1.0),
(0.5, 0.5),
(1.0, 1.0),
(1.0, 0.0),
(0.0, 0.0),
]
reduced = reduce_polygon(original, "auto", method="vw")
For all the available options, see the full list of features.
Learn more
For more information see the guide.
Project details
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