Python 3.8 and above are required.
Python 3.8 and above are supported by the SDK.
A Makefile
has been included in the project which should make it straightforward to start the project locally. We utilize virtual environments (see virtualenv
) in order to provide isolated development environments for the project. This reduces the risk of invalid or corrupt global packages. It also integrates nicely with Make, which will detect changes in the requirements-dev.txt
file and update the virtual environment if any occur.
Run make init
to initialize the project's virtual environment and install all dev dependencies.
Run tests with make test
.
We use pytest
for our unit testing, making use of parametrized
to inject cases at scale.
These are planned once the SDK has been stabilized and a Flagd provider implemented. At that point, we will utilize the gherkin integration tests to validate against a live, seeded Flagd instance.
We publish to the PyPI repository, where you can find this package at openfeature-sdk.
All contributions to the OpenFeature project are welcome via GitHub pull requests.
To create a new PR, you will need to first fork the GitHub repository and clone upstream.
git clone https://github.com/open-feature/python-sdk.git openfeature-python-sdk
Navigate to the repository folder
cd openfeature-python-sdk
Add your fork as an origin
git remote add fork https://github.com/YOUR_GITHUB_USERNAME/python-sdk.git
Ensure your development environment is all set up by building and testing
make
To start working on a new feature or bugfix, create a new branch and start working on it.
git checkout -b feat/NAME_OF_FEATURE
# Make your changes
git commit
git push fork feat/NAME_OF_FEATURE
Open a pull request against the main python-sdk repository.
- If the PR is not ready for review, please mark it as
draft
. - Make sure all required CI checks are clear.
- Submit small, focused PRs addressing a single concern/issue.
- Make sure the PR title reflects the contribution.
- Write a summary that explains the change.
- Include usage examples in the summary, where applicable.
A PR is considered to be ready to merge when:
- Major feedback is resolved.
- Urgent fix can take exception as long as it has been actively communicated.
Any Maintainer can merge the PR once it is ready to merge. Note, that some PRs may not be merged immediately if the repo is in the process of a release and the maintainers decided to defer the PR to the next release train.
If a PR has been stuck (e.g. there are lots of debates and people couldn't agree on each other), the owner should try to get people aligned by:
- Consolidating the perspectives and putting a summary in the PR. It is recommended to add a link into the PR description, which points to a comment with a summary in the PR conversation.
- Tagging domain experts (by looking at the change history) in the PR asking for suggestion.
- Reaching out to more people on the CNCF OpenFeature Slack channel.
- Stepping back to see if it makes sense to narrow down the scope of the PR or split it up.
- If none of the above worked and the PR has been stuck for more than 2 weeks, the owner should bring it to the OpenFeatures meeting.
As with other OpenFeature SDKs, python-sdk follows the openfeature-specification.