Python bindings for libosmium, the data processing library for OSM data, with numpy interface
Project description
npyosmium
Fork of pyosmium, including (only one for the time being) efficient numpy interface.
pyosmium
Provides Python bindings for the Libosmium C++ library, a library for working with OpenStreetMap data in a fast and flexible manner.
Installation
npyosmium works with Python >= 3.9. Pypy is known to not work.
Using Pip
The recommended way to install npyosmium is via pip:
pip install npyosmium
We provide binary wheels for Linux and Windows 64 for all actively maintained Python versions.
For other versions, a source wheel is provided. Make sure to install all external dependencies first. On Debian/Ubuntu-like systems, the following command installs all required packages:
sudo apt-get install build-essential cmake libboost-dev \
libexpat1-dev zlib1g-dev libbz2-dev
Installing from source
Prerequisites
npyosmium has the following dependencies:
- libosmium >= 2.16.0
- protozero
- cmake
- Pybind11 >= 2.7
- expat
- libz
- libbz2
- Boost variant and iterator >= 1.70
- Python Requests
- scikit-build-core
- a C++17-compatible compiler (Clang 13+, GCC 10+ are supported)
Compiling from Source
Make sure to install the development packages for expat, libz, libbz2 and boost.
The appropriate versions for Libosmium and Protozero will be downloaded into
the contrib directory when building the source package:
python3 -m build -s
Alternatively, provide custom locations for these libraries by setting
Libosmium_ROOT and Protozero_ROOT.
To compile and install the bindings, run
pip install .
Using conda
(Tested on MacOS)
conda create -p .venv -c conda-forge python=3.10 clang cmake boost
conda activate .venv/
pip install build pytest shapely
# Resume cloning and build as described earlier
Compiling for Development
To compile during development, you can use the experimental Editable install mode of scikit-build-core:
Create a virtualenv with scikit-build-core and pybind11 preinstalled:
virtualenv /tmp/dev-venv
/tmp/dev-venv/bin/pip install scikit-build-core pybind11
Now compile pyosmium with:
/tmp/dev-venv/bin/pip install --no-build-isolation --config-settings=editable.rebuild=true -Cbuild-dir=/tmp/build -ve.
Examples
The example directory contains small examples on how to use the library.
They are mostly ports of the examples in Libosmium and osmium-contrib.
Testing
There is a small test suite in the test directory. This provides unit test for the python bindings, it is not meant to be a test suite for Libosmium.
Testing requires pytest and pytest-httpserver and optionally
pytest-run-parallel and shapely. Install those into your dev environment:
/tmp/dev-venv/bin/pip install --no-build-isolation --config-settings=editable.rebuild=true -Cbuild-dir=build -ve.[tests]
The test suite can be run with:
/tmp/dev-venv/bin/pytest test
To test parallel execution on free-threaded Python, run:
/tmp/dev-venv/bin/pytest test --parallel-threads 10 --iterations 100
CI/CD
Relying on act to test GitHub actions locally (to some extent). Install:
- act
- GitHub CLI (gh)
- gh-act extension:
gh extension install nektos/gh-act
Then to test a single matrix combination:
act --artifact-server-path /tmp/artifacts --concurrent-jobs 1 --matrix os:ubuntu-22.04 --matrix 'cibw_build:cp310-*' pull_request
Documentation
To build the documentation you need mkdocs with the mkdocstrings and jupyter extensions and the material theme.
All necessary packages can be installed via pip:
pip install npyosmium[docs]
To build the documentation run:
mkdocs build
or to few it locally, you can use:
mkdocs serve
Pregenerated man pages for the tools are available in docs/man. For rebuilding
the man pages run:
cd docs
make man
Bugs and Questions
If you find bugs or have feature requests, please report those in the github issue tracker.
For general questions about using pyosmium you can use the OSM development mailing list or ask on OSM help.
License
npyosmium is available under the BSD 2-Clause License. See LICENSE.TXT.
Authors
Upstream: Sarah Hoffmann (lonvia@denofr.de) and others. See commit logs for a full list. Fork and numpy interface: Aurélien Grenotton (agrenott@gmail.com)
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