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| ============ | ||
| Contributing | ||
| ============ | ||
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| Contributions are welcome, and they are greatly appreciated! Every little bit | ||
| helps, and credit will always be given. | ||
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| You can contribute in many ways: | ||
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| Types of Contributions | ||
| ---------------------- | ||
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| Report Bugs | ||
| ~~~~~~~~~~~ | ||
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| Report bugs at the `GitHub Issues page`_. | ||
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| If you are reporting a bug, please include: | ||
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| * Your operating system name and version. | ||
| * Any details about your local setup that might be helpful in troubleshooting. | ||
| * Detailed steps to reproduce the bug. | ||
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| Fix Bugs | ||
| ~~~~~~~~ | ||
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| Look through the GitHub issues for bugs. Anything tagged with "bug" and "help | ||
| wanted" is open to whoever wants to implement it. | ||
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| Implement Features | ||
| ~~~~~~~~~~~~~~~~~~ | ||
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| Look through the GitHub issues for features. Anything tagged with "enhancement" | ||
| and "help wanted" is open to whoever wants to implement it. | ||
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| Write Documentation | ||
| ~~~~~~~~~~~~~~~~~~~ | ||
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| SDV could always use more documentation, whether as part of the | ||
| official SDV docs, in docstrings, or even on the web in blog posts, | ||
| articles, and such. | ||
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| Submit Feedback | ||
| ~~~~~~~~~~~~~~~ | ||
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| The best way to send feedback is to file an issue at the `GitHub Issues page`_. | ||
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| If you are proposing a feature: | ||
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| * Explain in detail how it would work. | ||
| * Keep the scope as narrow as possible, to make it easier to implement. | ||
| * Remember that this is a volunteer-driven project, and that contributions | ||
| are welcome :) | ||
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| Get Started! | ||
| ------------ | ||
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| Ready to contribute? Here's how to set up `SDV` for local development. | ||
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| 1. Fork the `SDV` repo on GitHub. | ||
| 2. Clone your fork locally:: | ||
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| $ git clone git@github.com:your_name_here/SDV.git | ||
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| 3. Install your local copy into a virtualenv. Assuming you have virtualenvwrapper installed, | ||
| this is how you set up your fork for local development:: | ||
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| $ mkvirtualenv SDV | ||
| $ cd SDV/ | ||
| $ make install-develop | ||
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| 4. Create a branch for local development:: | ||
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| $ git checkout -b name-of-your-bugfix-or-feature | ||
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| Try to use the naming scheme of prefixing your branch with ``gh-X`` where X is | ||
| the associated issue, such as ``gh-3-fix-foo-bug``. And if you are not | ||
| developing on your own fork, further prefix the branch with your GitHub | ||
| username, like ``githubusername/gh-3-fix-foo-bug``. | ||
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| Now you can make your changes locally. | ||
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| 5. While hacking your changes, make sure to cover all your developments with the required | ||
| unit tests, and that none of the old tests fail as a consequence of your changes. | ||
| For this, make sure to run the tests suite and check the code coverage:: | ||
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| $ make lint # Check code styling | ||
| $ make test # Run the tests | ||
| $ make coverage # Get the coverage report | ||
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| 6. When you're done making changes, check that your changes pass all the styling checks and | ||
| tests, including other Python supported versions, using:: | ||
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| $ make test-all | ||
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| 7. Make also sure to include the necessary documentation in the code as docstrings following | ||
| the `Google docstrings style`_. | ||
| If you want to view how your documentation will look like when it is published, you can | ||
| generate and view the docs with this command:: | ||
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| $ make view-docs | ||
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| 8. Commit your changes and push your branch to GitHub:: | ||
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| $ git add . | ||
| $ git commit -m "Your detailed description of your changes." | ||
| $ git push origin name-of-your-bugfix-or-feature | ||
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| 9. Submit a pull request through the GitHub website. | ||
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| Pull Request Guidelines | ||
| ----------------------- | ||
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| Before you submit a pull request, check that it meets these guidelines: | ||
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| 1. It resolves an open GitHub Issue and contains its reference in the title or | ||
| the comment. If there is no associated issue, feel free to create one. | ||
| 2. Whenever possible, it resolves only **one** issue. If your PR resolves more than | ||
| one issue, try to split it in more than one pull request. | ||
| 3. The pull request should include unit tests that cover all the changed code. | ||
| 4. If the pull request adds functionality, the docs should be updated. Put | ||
| your new functionality into a function with a docstring, and add the | ||
| feature to the documentation in an appropriate place. | ||
| 5. The pull request should work for all the supported Python versions. | ||
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| Unit Testing Guidelines | ||
| ----------------------- | ||
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| All the Unit Tests should comply with the following requirements: | ||
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| 1. Unit Tests should be based only in unittest and pytest modules. | ||
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| 2. The tests that cover a module called ``sdv/path/to/a_module.py`` | ||
| should be implemented in a separated module called | ||
| ``tests/sdv/path/to/test_a_module.py``. | ||
| Note that the module name has the ``test_`` prefix and is located in a path similar | ||
| to the one of the tested module, just inside the ``tests`` folder. | ||
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| 3. Each method of the tested module should have at least one associated test method, and | ||
| each test method should cover only **one** use case or scenario. | ||
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| 4. Test case methods should start with the ``test_`` prefix and have descriptive names | ||
| that indicate which scenario they cover. | ||
| Names such as ``test_some_methed_input_none``, ``test_some_method_value_error`` or | ||
| ``test_some_method_timeout`` are right, but names like ``test_some_method_1``, | ||
| ``some_method`` or ``test_error`` are not. | ||
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| 5. Each test should validate only what the code of the method being tested does, and not | ||
| cover the behavior of any third party package or tool being used, which is assumed to | ||
| work properly as far as it is being passed the right values. | ||
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| 6. Any third party tool that may have any kind of random behavior, such as some Machine | ||
| Learning models, databases or Web APIs, will be mocked using the ``mock`` library, and | ||
| the only thing that will be tested is that our code passes the right values to them. | ||
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| 7. Unit tests should not use anything from outside the test and the code being tested. This | ||
| includes not reading or writing to any file system or database, which will be properly | ||
| mocked. | ||
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| Tips | ||
| ---- | ||
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| To run a subset of tests:: | ||
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| $ python -m pytest tests.test_sdv | ||
| $ python -m pytest -k 'foo' | ||
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| Release Workflow | ||
| ---------------- | ||
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| The process of releasing a new version involves several steps combining both ``git`` and | ||
| ``bumpversion`` which, briefly: | ||
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| 1. Merge what is in ``main`` branch into ``stable`` branch. | ||
| 2. Update the version in ``setup.cfg``, ``sdv/__init__.py`` and | ||
| ``HISTORY.md`` files. | ||
| 3. Create a new git tag pointing at the corresponding commit in ``stable`` branch. | ||
| 4. Merge the new commit from ``stable`` into ``main``. | ||
| 5. Update the version in ``setup.cfg`` and ``sdv/__init__.py`` | ||
| to open the next development iteration. | ||
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| .. note:: Before starting the process, make sure that ``HISTORY.md`` has been updated with a new | ||
| entry that explains the changes that will be included in the new version. | ||
| Normally this is just a list of the Pull Requests that have been merged to main | ||
| since the last release. | ||
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| Once this is done, run of the following commands: | ||
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| 1. If you are releasing a patch version:: | ||
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| make release | ||
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| 2. If you are releasing a minor version:: | ||
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| make release-minor | ||
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| 3. If you are releasing a major version:: | ||
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| make release-major | ||
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| Release Candidates | ||
| ~~~~~~~~~~~~~~~~~~ | ||
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| Sometimes it is necessary or convenient to upload a release candidate to PyPi as a pre-release, | ||
| in order to make some of the new features available for testing on other projects before they | ||
| are included in an actual full-blown release. | ||
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| In order to perform such an action, you can execute:: | ||
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| make release-candidate | ||
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| This will perform the following actions: | ||
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| 1. Build and upload the current version to PyPi as a pre-release, with the format ``X.Y.Z.devN`` | ||
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| 2. Bump the current version to the next release candidate, ``X.Y.Z.dev(N+1)`` | ||
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| After this is done, the new pre-release can be installed by including the ``dev`` section in the | ||
| dependency specification, either in ``pyproject.toml``:: | ||
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| dependencies = [ | ||
| ... | ||
| 'sdv>=X.Y.Z.dev', | ||
| ... | ||
| ] | ||
| We love our community’s interest in the SDV ecosystem. The SDV software | ||
| (and its related libraries) is owned and maintained by DataCebo, Inc. | ||
| It is available under the `Business Source License`_ for you to browse. | ||
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| or in command line:: | ||
| We support a large set of users with enterprise-specific intricacies and | ||
| reliability needs. This has required us to be deliberate about setting | ||
| the roadmap for SDV libraries. As a result, we are unable to prioritize | ||
| reviewing and accepting external pull requests. As a policy, we will | ||
| not be able to accept external contributions. | ||
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| pip install 'sdv>=X.Y.Z.dev' | ||
| **Would you like a bug or feature request to be addressed?** If you haven't | ||
| already, we would greatly appreciate it if you could `file an issue`_ | ||
| instead with the overall description of your problem. We can determine | ||
| whether it’s aligned with our framework. Once discussed, our team | ||
| typically resolves smaller issues within a few release cycles. | ||
| We appreciate your understanding. | ||
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| .. _GitHub issues page: https://github.com/sdv-dev/SDV/issues | ||
| .. _Google docstrings style: https://google.github.io/styleguide/pyguide.html?showone=Comments#Comments | ||
| .. _Business Source License: https://github.com/sdv-dev/SDV/blob/main/LICENSE | ||
| .. _file an issue: https://github.com/sdv-dev/SDV/issues |