Ramer-Douglas-Peucker Algorithm (c++ binding for python via pybind11)

A speed up (~8000x) version of python version of rdp.

C++/pybind11/NumPy implementation of the Ramer-Douglas-Peucker algorithm (Ramer 1972; Douglas and Peucker 1973) for 2D and 3D data.

The Ramer-Douglas-Peucker algorithm is an algorithm for reducing the number of points in a curve that is approximated by a series of points.

Installation

via pip

pip install -U pybind11-rdp

from source

git clone --recursive https://github.com/cubao/pybind11-rdp
pip install ./pybind11-rdp

Or

pip install git+https://github.com/cubao/pybind11-rdp.git

(you can build wheels for later reuse by pip wheel git+https://github.com/cubao/pybind11-rdp.git)

in the browser (pyodide / wasm)

A pyodide wheel is built by the Wheel on pyodide job in .github/workflows/wheels.yml and published to PyPI together with the other wheels. Inside pyodide:

const pyodide = await loadPyodide();
await pyodide.loadPackage(["numpy", "micropip"]);
const micropip = pyodide.pyimport("micropip");
await micropip.install("pybind11-rdp"); // or a local wheel: "./pybind11_rdp-...wasm32.whl"
const rdp = pyodide.pyimport("pybind11_rdp").rdp;

To build and test locally:

make pyodide_install   # pip install pyodide-build
make pyodide_wheel     # -> dist/*wasm32.whl
make pyodide_web       # builds, writes tests/pyodide/wheels.json, serves :8123
# open http://localhost:8123/tests/pyodide/index.html

Each wheel is ABI-tagged for one pyodide runtime (pyemscripten_2024_0_wasm32 …) and the page's pyodide version has to match that tag. CI builds one wheel per supported pyodide version; locally pyodide build picks the xbuildenv whose CPython matches your host interpreter, so a Python 3.12 host gets pyodide 0.27.x (ABI 2024_0). Use pyodide xbuildenv install <version> --force to target another version — gen_wheels_json.py then writes it into wheels.json, and ?pyodide_version= overrides it in the browser.

tests/pyodide/index.html loads pyodide (by default from the jsdelivr CDN), installs the wheel from dist/ and runs tests/ in the browser. If the CDN is slow, mirror the runtime once and the page picks it up automatically:

python tests/pyodide/fetch_pyodide_dist.py --version 0.27.8

Usage

Test installation: python -c 'from pybind11_rdp import rdp; print(rdp([[1, 1], [2, 2], [3, 3], [4, 4]]))'

Simple pythonic interface:

from pybind11_rdp import rdp

rdp([[1, 1], [2, 2], [3, 3], [4, 4]])
[[1, 1], [4, 4]]

With epsilon=0.5:

rdp([[1, 1], [1, 1.1], [2, 2]], epsilon=0.5)
[[1.0, 1.0], [2.0, 2.0]]

Numpy interface:

import numpy as np
from pybind11_rdp import rdp

rdp(np.array([1, 1, 2, 2, 3, 3, 4, 4]).reshape(4, 2))
array([[1, 1],
       [4, 4]])

Tests

make python_install
make python_test

Benchmark

python3 test.py

Notice

As https://github.com/fhirschmann/rdp/issues/13 points out, pdist in rdp is WRONGLY Point-to-Line distance. We use Point-to-LineSegment distance.

from rdp import rdp
print(rdp([[0, 0], [10, 0.1], [1, 0]], epsilon=1.0)) # wrong
# [[0.0, 0.0],
#  [1.0, 0.0]]

from pybind11_rdp import rdp
print(rdp([[0, 0], [10, 0.1], [1, 0]], epsilon=1.0)) # correct
# [[ 0.   0. ]
#  [10.   0.1]
#  [ 1.   0. ]]

References

Douglas, David H, and Thomas K Peucker. 1973. “Algorithms for the Reduction of the Number of Points Required to Represent a Digitized Line or Its Caricature.” Cartographica: The International Journal for Geographic Information and Geovisualization 10 (2): 112–122.

Ramer, Urs. 1972. “An Iterative Procedure for the Polygonal Approximation of Plane Curves.” Computer Graphics and Image Processing 1 (3): 244–256.

Project links

Key dates

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  • Released:
Latest release

1 maintainer

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Avatar for district10 from gravatar.com district10

Credits

Author: tzx

License

MIT License

Requires

Python >=3.7

Provides Extra

test test-linux

Classifiers

Report project as malware

Metadata

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for district10 from gravatar.com district10

Credits

Author: tzx

License

MIT License

Requires

Python >=3.7

Provides Extra

test test-linux

Classifiers

Report project as malware

Release files for pybind11-rdp 0.1.6

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for pybind11-rdp 0.1.6
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pybind11_rdp-0.1.6.tar.gz 3.5 MB Details

Built distributions (wheels)

Table of built distributions (wheels) for pybind11-rdp 0.1.6
File
pybind11_rdp-0.1.6-cp315-cp315-pyemscripten_2026_5_wasm32.whl 58.5 kB CPython 3.15 CPython 3.15 PyEmscripten 2026.5+ WebAssembly Details
pybind11_rdp-0.1.6-cp314-cp314-pyemscripten_2026_0_wasm32.whl 59.3 kB CPython 3.14 CPython 3.14 PyEmscripten 2026.0+ WebAssembly Details
pybind11_rdp-0.1.6-cp313-cp313-win_arm64.whl 84.8 kB CPython 3.13 CPython 3.13 Windows ARM64 Details
pybind11_rdp-0.1.6-cp313-cp313-win_amd64.whl 97.4 kB CPython 3.13 CPython 3.13 Windows x86-64 Details
pybind11_rdp-0.1.6-cp313-cp313-win32.whl 77.8 kB CPython 3.13 CPython 3.13 Windows x86-32 Details
pybind11_rdp-0.1.6-cp313-cp313-pyemscripten_2025_0_wasm32.whl 58.0 kB CPython 3.13 CPython 3.13 PyEmscripten 2025.0+ WebAssembly Details
pybind11_rdp-0.1.6-cp313-cp313-musllinux_1_2_x86_64.whl 1.1 MB CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-64 Details
pybind11_rdp-0.1.6-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 149.7 kB CPython 3.13 CPython 3.13 Linux glibc 2.17+ x86-64 Details
pybind11_rdp-0.1.6-cp313-cp313-macosx_11_0_arm64.whl 107.7 kB CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
pybind11_rdp-0.1.6-cp313-cp313-macosx_10_13_x86_64.whl 111.5 kB CPython 3.13 CPython 3.13 macOS 10.13+ x86-64 Details
pybind11_rdp-0.1.6-cp312-cp312-win_arm64.whl 84.8 kB CPython 3.12 CPython 3.12 Windows ARM64 Details
pybind11_rdp-0.1.6-cp312-cp312-win_amd64.whl 97.3 kB CPython 3.12 CPython 3.12 Windows x86-64 Details
pybind11_rdp-0.1.6-cp312-cp312-win32.whl 77.8 kB CPython 3.12 CPython 3.12 Windows x86-32 Details
pybind11_rdp-0.1.6-cp312-cp312-musllinux_1_2_x86_64.whl 1.1 MB CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-64 Details
pybind11_rdp-0.1.6-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 149.7 kB CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-64 Details
pybind11_rdp-0.1.6-cp312-cp312-macosx_11_0_arm64.whl 107.7 kB CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
pybind11_rdp-0.1.6-cp312-cp312-macosx_10_13_x86_64.whl 111.4 kB CPython 3.12 CPython 3.12 macOS 10.13+ x86-64 Details
pybind11_rdp-0.1.6-cp311-cp311-win_arm64.whl 83.6 kB CPython 3.11 CPython 3.11 Windows ARM64 Details
pybind11_rdp-0.1.6-cp311-cp311-win_amd64.whl 95.3 kB CPython 3.11 CPython 3.11 Windows x86-64 Details
pybind11_rdp-0.1.6-cp311-cp311-win32.whl 77.0 kB CPython 3.11 CPython 3.11 Windows x86-32 Details
pybind11_rdp-0.1.6-cp311-cp311-musllinux_1_2_x86_64.whl 1.1 MB CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-64 Details
pybind11_rdp-0.1.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 149.9 kB CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details
pybind11_rdp-0.1.6-cp311-cp311-macosx_11_0_arm64.whl 106.3 kB CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
pybind11_rdp-0.1.6-cp311-cp311-macosx_10_9_x86_64.whl 109.7 kB CPython 3.11 CPython 3.11 macOS 10.9+ x86-64 Details
pybind11_rdp-0.1.6-cp310-cp310-win_arm64.whl 82.7 kB CPython 3.10 CPython 3.10 Windows ARM64 Details
pybind11_rdp-0.1.6-cp310-cp310-win_amd64.whl 94.5 kB CPython 3.10 CPython 3.10 Windows x86-64 Details
pybind11_rdp-0.1.6-cp310-cp310-win32.whl 76.5 kB CPython 3.10 CPython 3.10 Windows x86-32 Details
pybind11_rdp-0.1.6-cp310-cp310-musllinux_1_2_x86_64.whl 1.1 MB CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-64 Details
pybind11_rdp-0.1.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 148.5 kB CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64 Details
pybind11_rdp-0.1.6-cp310-cp310-macosx_11_0_arm64.whl 105.2 kB CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details
pybind11_rdp-0.1.6-cp310-cp310-macosx_10_9_x86_64.whl 108.5 kB CPython 3.10 CPython 3.10 macOS 10.9+ x86-64 Details
pybind11_rdp-0.1.6-cp39-cp39-win_arm64.whl 82.7 kB CPython 3.9 CPython 3.9 Windows ARM64 Details
pybind11_rdp-0.1.6-cp39-cp39-win_amd64.whl 94.5 kB CPython 3.9 CPython 3.9 Windows x86-64 Details
pybind11_rdp-0.1.6-cp39-cp39-win32.whl 76.6 kB CPython 3.9 CPython 3.9 Windows x86-32 Details
pybind11_rdp-0.1.6-cp39-cp39-musllinux_1_2_x86_64.whl 1.1 MB CPython 3.9 CPython 3.9 Linux musl 1.2+ x86-64 Details
pybind11_rdp-0.1.6-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 148.6 kB CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-64 Details
pybind11_rdp-0.1.6-cp39-cp39-macosx_11_0_arm64.whl 105.3 kB CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details
pybind11_rdp-0.1.6-cp39-cp39-macosx_10_9_x86_64.whl 108.6 kB CPython 3.9 CPython 3.9 macOS 10.9+ x86-64 Details
pybind11_rdp-0.1.6-cp38-cp38-win_amd64.whl 93.9 kB CPython 3.8 CPython 3.8 Windows x86-64 Details
pybind11_rdp-0.1.6-cp38-cp38-win32.whl 76.0 kB CPython 3.8 CPython 3.8 Windows x86-32 Details
pybind11_rdp-0.1.6-cp38-cp38-musllinux_1_2_x86_64.whl 1.1 MB CPython 3.8 CPython 3.8 Linux musl 1.2+ x86-64 Details
pybind11_rdp-0.1.6-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 146.4 kB CPython 3.8 CPython 3.8 Linux glibc 2.17+ x86-64 Details
pybind11_rdp-0.1.6-cp38-cp38-macosx_11_0_arm64.whl 104.1 kB CPython 3.8 CPython 3.8 macOS 11.0+ ARM64 Details
pybind11_rdp-0.1.6-cp38-cp38-macosx_10_9_x86_64.whl 107.4 kB CPython 3.8 CPython 3.8 macOS 10.9+ x86-64 Details
pybind11_rdp-0.1.6-cp37-cp37m-win_amd64.whl 83.7 kB CPython 3.7 CPython 3.7 pymalloc Windows x86-64 Details
pybind11_rdp-0.1.6-cp37-cp37m-win32.whl 68.3 kB CPython 3.7 CPython 3.7 pymalloc Windows x86-32 Details
pybind11_rdp-0.1.6-cp37-cp37m-musllinux_1_2_x86_64.whl 1.1 MB CPython 3.7 CPython 3.7 pymalloc Linux musl 1.2+ x86-64 Details
pybind11_rdp-0.1.6-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 131.0 kB CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64 Details
pybind11_rdp-0.1.6-cp37-cp37m-macosx_10_9_x86_64.whl 93.0 kB CPython 3.7 CPython 3.7 pymalloc macOS 10.9+ x86-64 Details

Total release size: 15.5 MB

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0.1.6 This release

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