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Release Checklist

1. Update Version

  • Update version in setup.py.
  • Keep CHANGELOG.md and README.md aligned with the release.

2. Validate Locally

python -m pip install -e . pytest pytest-cov flake8 build twine setuptools wheel
python -m flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
python -m pytest -q --cov=dify_client --cov-report=term-missing
python -m build --no-isolation
python -m twine check --strict dist/*

3. Push And Verify CI

  • Push branch and wait for matrix checks (3.8/3.9/3.10/3.11/3.12) to pass.
  • Merge PR only after all checks are green.

4. Publish

python -m twine upload dist/*

5. Post-release

  • Tag release in GitHub (for example v1.0.3).
  • Verify install in a clean environment:
python -m venv /tmp/dify-verify
/tmp/dify-verify/bin/pip install dify-client-python==1.0.3
/tmp/dify-verify/bin/python -c "import dify_client; print('ok')"