Contributing to FastFlowTransform¶
First off, thanks for taking the time to contribute! 🎉
The following is a set of guidelines for contributing to FastFlowTransform.
📌 How to Contribute¶
Reporting Bugs¶
- Use GitHub Issues.
 - Include reproduction steps, expected vs actual behavior, logs and version (
fft --version). 
Suggesting Features¶
- Open a GitHub Issue labeled 
enhancement. - Describe use case, not just solution.
 - Reference similar tools or patterns if applicable.
 
Pull Requests¶
- Fork the repo and create a feature branch (
feat/<short-name>). - Keep PRs focused (one change set per PR).
 - Include tests where possible.
 - Update docs (README/examples) if behavior changes.
 - Run 
pre-commithooks before pushing. - Ensure CI passes (lint, typecheck, tests).
 
Commit Messages¶
- 
Use Conventional Commits when possible.
 - 
feat: add postgres executor fix: handle missing sources.ymldocs: update quickstartchore: bump version
Development Setup¶
# 1) clone
 git clone https://github.com/<org>/<repo>.git && cd fastflowtransform
# 2) create venv
 python -m venv .venv && source .venv/bin/activate
# 3) install
 pip install -e .
 pip install -r requirements-dev.txt  # if available
# 4) pre-commit
 pre-commit install
Testing¶
pytest -q
make demo
🧑🤝🧑 Code of Conduct¶
This project adheres to the Contributor Covenant v2.1.
Our Pledge¶
We as members, contributors, and leaders pledge to make participation in our community a harassment-free experience for everyone, regardless of age, body size, disability, ethnicity, sex characteristics, gender identity and expression, level of experience, education, socio-economic status, nationality, personal appearance, race, religion, or sexual identity and orientation.
Our Standards¶
- Use welcoming and inclusive language.
 - Respect different viewpoints and experiences.
 - Gracefully accept constructive criticism.
 - Focus on what is best for the community.
 - Show empathy towards others.
 
Enforcement¶
Instances of abusive, harassing, or otherwise unacceptable behavior may be reported by contacting the maintainers at <your-email@example.com>.
📄 License¶
By contributing, you agree that your contributions will be licensed under the Apache-2.0 License.