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CONTRIBUTING.md

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Contributing to PyG

If you are interested in contributing to PyG, your contributions will likely fall into one of the following two categories:

  1. You want to implement a new feature:
    • In general, we accept any features as long as they fit the scope of this package. If you are unsure about this or need help on the design/implementation of your feature, post about it in an issue.
  2. You want to fix a bug:
    • Feel free to send a Pull Request any time you encounter a bug. Please provide a clear and concise description of what the bug was. If you are unsure about if this is a bug at all or how to fix, post about it in an issue.

Once you finish implementing a feature or bug-fix, please send a Pull Request to https://github.com/pyg-team/pytorch_geometric.

Developing PyG

To develop PyG on your machine, here are some tips:

  1. Uninstall all existing PyG installations:
pip uninstall torch-geometric
pip uninstall torch-geometric  # run this command twice
  1. Clone a copy of PyG from source:
git clone https://github.com/pyg-team/pytorch_geometric
cd pytorch_geometric
  1. If you already cloned PyG from source, update it:
git pull
  1. Install PyG in editable mode:
python -m pip install -e .

This mode will symlink the Python files from the current local source tree into the Python install. Hence, if you modify a Python file, you do not need to reinstall PyG again and again.

  1. Ensure that you have a working PyG installation by running the entire test suite with
python -m pytest

In case an error occurs, please first check if all sub-packages (torch-scatter, torch-sparse, torch-cluster and torch-spline-conv) are on its latest reported version.

Unit Testing

The PyG testing suite is located under test/. Run the entire test suite with

python -m pytest

or run individual test files, like python -m pytest --no-cov test/utils/test_convert.py, for individual test suites.

Continuous Integration

PyG uses GitHub Actions in combination with CodeCov for continuous integration.

Everytime you send a Pull Request, your commit will be built and checked against the PyG guidelines:

  1. Ensure that your code is formatted correctly by testing against the styleguides of flake8 and pycodestyle:
pycodestyle torch_geometric test examples
flake8 torch_geometric test examples

If you do not want to format your code manually, we recommend to use yapf.

  1. Ensure that the entire test suite passes and that code coverage roughly stays the same. Please feel encouraged to provide a test with your submitted code.
python -m pytest

Building Documentation

To build the documentation:

  1. Build and install PyG from source.
  2. Install Sphinx via pip install sphinx sphinx_rtd_theme.
  3. Generate the documentation via:
cd docs
make html

The documentation is now available to view by opening docs/build/html/index.html.